{"category": "article", "family": "main-content-extraction", "id": "4011", "input": "https://www.nytimes.com/wirecutter/reviews/best-laptop-under-500/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4011\", \"ground_truth_path\": \"source/test/ground-truth/4011.json\", \"ground_truth_sha256\": \"12e65ce92c932574eaf1d103837a8f59c27a29ad8a96dbc48476e5f84cc5a2ca\", \"html_path\": \"source/test/html/4011.html.gz\", \"html_sha256\": \"ca1011221ad049396e5da129bf60785446ba6cb543bb673451965da18211b302\", \"page_type\": \"article\", \"reference\": \"Lots of laptops cost less than $500, but it’s hard to find a cheap one that doesn’t totally suck. To find decent models, we’ve researched and tested hundreds of cheap Windows laptops and Chromebooks over the years, and we also have advice on how to shop smart when prices change and our picks go out of stock.\\n\\nChoosing a budget laptop is tricky because you can find dozens — even hundreds — of options at a given time. Their prices fluctuate constantly, too, and companies release and discontinue models with no warning. We have picks for Chromebooks and Windows laptops under $500, and some other options worth considering if those picks are unavailable. If you can’t find our picks anywhere, check out our tips on how to shop for a budget laptop, or consider a used laptop instead.\\n\\nThe research\\n\\nChoosing a cheap Chromebook vs. a cheap Windows laptop\\n\\nOur picks are for anyone who doesn’t want to or can’t spend more than $500 on a laptop. These models are good for anyone who just wants to browse the web, students who don’t need special software, and people who work at home only occasionally. If you need a more powerful laptop, take a look at our guide to the best laptops.\\n\\nAt this price, Chromebooks tend to be faster than Windows laptops at the things most people use a laptop for. They also tend to have better build quality, longer battery life, and superior screens, keyboards, and trackpads. Chromebooks don’t need antivirus software and don’t come with bloatware (unnecessary, manufacturer-loaded software that clutters the computer and slows it down). If you spend your computing time in a browser — checking email, using Google Docs, watching Netflix, or making Zoom calls — Chrome OS is all you need. But if you need specialized software for work or school, if you want to play Windows-specific games, or if you need to be able to work offline, you’re better off with Windows.\\n\\nA great Windows laptop under $500 can handle web browsing, video calls, and media consumption, but they’re rare — many cheap Windows laptops buckle under the load of running more than a couple apps at a time. And buying a bad laptop may cost you more in the long term: Compared with an $800 laptop, it will feel worse in everyday use in two years, and you’ll need to replace it sooner.\\n\\nIf you don’t need Windows, if you prefer Apple’s platforms, or if you mostly watch videos and play games, consider an iPad with a keyboard. Compared with a cheap Windows laptop, this combo is snappier when you’re banging out emails, watching movies, or taking notes, and whereas a Chromebook forces you to rely on web apps and Android apps designed for phones, you can find thousands of iPad-optimized apps and games. But an iPad-and-keyboard combo is not a complete replacement for a laptop.\\n\\nBest Windows laptops under $500\\n\\nTop pick\\n\\nThe best Windows laptop under $500\\n\\nAcer Aspire Go 15 (AG15-32P-30YE)\\n\\nUnlike most cheap Windows laptops, this Aspire Go 15 model is fast, has a decent 1080p display, and conveniently charges via USB-C.\\n\\nRecommended configuration\\n\\nProcessor: Intel Core 3 N355 Screen: 15.6-inch 1920×1080 non-touch\\nMemory: 16 GB Weight: 3.74 pounds\\nStorage: 512 GB SSD Tested battery life: 9 hours\\n\\nWhy we like this one: If you need to run Windows apps or games, or if you prefer to work offline, we recommend the Acer Aspire Go 15 (AG15-32P-30YE). With a decent processor and twice as much memory as in most laptops in this price range, this Aspire Go 15 model should be fast enough for everyday tasks for years to come. Many cheap Windows laptops, in contrast, have less memory or terrible processors that limit them to running only a couple of apps and a handful of browser tabs at a time.\\n\\nThe 15.6-inch 1920×1080 display on this Aspire Go 15 model looks surprisingly decent, free of obvious unsightly color tints or viewing-angle issues that plague laptops in this price range. (It’s still nowhere near accurate enough for photo editing, but it makes websites and media look better than most laptops in this price range do.)\\n\\nThe AG15-32P-30YE lasted a bit under 9 hours in our web-browsing battery life tests, just enough to squeak through a day of work or classes. We also like that it charges via USB-C, whereas many laptops in this price range still rely on less convenient barrel-style chargers.\\n\\nIts 1080p webcam is also one of the best we’ve tested in this price range, as it saved me from looking like a blurry, desaturated potato on a Zoom call. The keyboard and trackpad are passable — they don’t provide a particularly enjoyable experience, but they don’t drop inputs or rattle during use.\\n\\nWhere it falls short: Like many inexpensive Windows laptops, the Aspire Go 15 comes with a ton of unnecessary bloatware that takes up space and slows down performance. Follow these steps to remove those programs and make your laptop feel faster and be more secure. It also comes with Windows 11 in S mode, which limits the apps you can install, but you can switch out of that for free.\\n\\nThe Aspire Go 15 is bulky and heavy at 3.74 pounds — it’s better used around the house than carted around to coffee shops. But in 2025, we haven’t found any super-portable options in this price range that are fast enough for everyday use. Our top pick’s build quality is also mediocre, as the keyboard deck and lid flex a lot under pressure, though they don’t feel brittle. The Aspire Go 15 lacks a fingerprint reader and a webcam cover as well.\\n\\nRunner-up\\n\\nThis model is fast enough for most tasks but has less memory and storage and a lower-quality webcam compared with our top pick.\\n\\nRecommended configuration\\n\\nProcessor: Ryzen 3 7320U Screen: 15.6-inch 1920×1080 non-touch\\nMemory: 8 GB Weight: 3.81 pounds\\nStorage: 256 GB SSD Tested battery life: 9.5 hours\\n\\nWhy we like this one: If our top pick isn’t available, the next-best option is the Acer Aspire Go 15 (AG15-21P-R0RR). This model offers fast-enough performance for everyday tasks but has less memory, so we expect it to feel slower under the load of multiple programs or lots of browser tabs in a couple of years. This laptop also has half the storage.\\n\\nThis model’s 15.6-inch 1920×1080 display gets bright enough to see outside, and its colors look warmer and more accurate than those of the other cheap laptops we tested in 2025. Thanks to its 9.5 hours of battery life, it can just about last a full workday, and it charges via USB-C. Its keyboard and trackpad feel identical to our top pick’s.\\n\\nWhere it falls short: The Aspire Go 15 (AG15-21P-R0RR) comes with a bunch of unnecessary software cruft. We recommend following these instructions to remove anything you don’t need.\\n\\nThis model is large and heavy, and its mediocre build quality is similar to that of our top pick. Its 720p webcam is passable, but it didn’t produce as natural-looking an image as our top pick’s 1080p webcam did. This configuration also lacks a fingerprint reader and webcam cover.\\n\\nBest for...\\n\\nBest touchscreen laptop under $500\\n\\nAcer Aspire 3 15.6\\\" (A315-24PT-R288)\\n\\nThis model has a touchscreen and good specs. But it’s heavy, and its display, keyboard, trackpad, and battery life are merely passable.\\n\\nRecommended configuration\\n\\nProcessor: AMD Ryzen 5 7520U Screen: 15-inch 1920×1080 touch\\nMemory: 16 GB Weight: 3.92 pounds\\nStorage: 1 TB SSD Tested battery life: 9.5 hours\\n\\nWhy we like this one: If you need a touchscreen, we recommend the Acer Aspire 3 15 (A315-24PT-R288). This model has a fast processor and as much memory as our top pick, which means it shouldn’t have any performance limitations with everyday work for years to come. It lasted 9.5 hours in our web-browsing battery test; it’ll survive through a full day of work or class, but not much more.\\n\\nIts 15.6-inch 1920×1080 touchscreen has a matte coating to prevent reflections, a feature that’s especially helpful because this display doesn’t get as bright as the Aspire Go 15’s screen. The Aspire 3 15’s display is IPS, but it still has a bluish cast and less accurate colors compared with our other picks. We like that the Aspire 3 15 can be opened with one hand.\\n\\nWhere it falls short: The Aspire 3 15, which is heavy at nearly 4 pounds, isn’t ideal if you need a portable laptop; our other picks are a bit lighter.\\n\\nThe keyboard and trackpad are both merely passable. Though it didn’t drop any keystrokes in my testing, the keyboard lacked a backlight and felt shallow and mushy. And while the trackpad worked for all taps and gestures, it had poor palm rejection, so I occasionally jostled the cursor and made errant clicks while typing.\\n\\nThe Aspire 3 15 comes with lots of bloatware; as with our other picks, we recommend following these steps to remove it.\\n\\nBest Chromebook under $500\\n\\nTop pick\\n\\nReliable performance, a spacious touch display, and a long battery life make this model the best Chromebook. But it lacks a 360-degree hinge, and its webcam and speakers are mediocre.\\n\\nRecommended configuration\\n\\nProcessor: Intel Core 3 N355 Screen: 14-inch 1920×1200 touch\\nMemory: 8 GB Weight: 3.09 pounds\\nStorage: 512 GB SSD Tested battery life: 12 hours\\n\\nWhy we like this one: The Acer Chromebook Plus 514 (CB514-6HT-368E) is fast at the tasks most people use laptops for, including browsing the web (even with a ton of tabs open), making video calls, working in documents and spreadsheets, and watching movies. It’s also free of the bloatware that slows inexpensive Windows laptops down. The Chromebook Plus 514 has a backlit keyboard, a reliable trackpad, and a tall touchscreen. It’s also light and portable, with enough battery life to last a full day of work or classes. All of those features, combined with the Chromebook Plus 514’s reasonable price, make it a great budget option.\\n\\nWhere it falls short: You can’t use the Chromebook Plus 514 as a tablet; it’s a basic clamshell laptop that lacks a 360-degree hinge. The webcam produces an image with a sickly yellow-green tint, and the speakers aren’t great.\\n\\nBest for...\\n\\nThis inexpensive model offers fast performance, a roomy 16-inch screen, and a keyboard with a number pad. But it’s huge and heavy.\\n\\nRecommended configuration\\n\\nProcessor: Intel Core i3-1315U Screen: 16-inch 1920×1200 non-touch\\nMemory: 8 GB Weight: 3.75 pounds\\nStorage: 128 GB UFS Tested battery life: 12 hours\\n\\nWhy we like this one: If you want a Chromebook with a big screen, the Acer Chromebook Plus 516 (CB516-1H-31UE) is the best option. Its 16-inch display provides more room for you to get work done or to stream shows and movies, and this laptop is fast enough for everyday tasks. The number pad can also be useful if you do a lot of data entry. But even though this model lasts a long time away from an outlet, its size and weight make it inconvenient to carry around.\\n\\nWhere it falls short: The 16-inch display makes this Acer model heavier and bulkier, so it’s much less portable than our other Chromebook picks — it’s inconvenient to take to work, class, or even a coffee shop. In addition, the webcam produces a desaturated image, and the speakers sound harsh and tinny.\\n\\nWhat about an iPad?\\n\\nBest for...\\n\\nIf you favor portability over screen size, the iPad works for browsing the web and doing light note taking or writing. It’s not good for more complicated tasks, though.\\n\\nWhy we like it: Depending on how you use a computer, you might not need a laptop at all. An Apple iPad (11th generation) with a Bluetooth keyboard or a keyboard case makes for a lighter and more portable system than any of our picks. If you primarily browse the web, make video calls, write, and take notes, an iPad provides a smoother, less painful experience than the Windows options in this price category.\\n\\nWhere it falls short: If you need traditional desktop apps or want a large screen, an iPad won’t be able to replace a laptop for you. iPadOS 26 makes it easier to multitask and fit windows side by side, but the smaller screen size might be a bit cramped for daily work.\\n\\nYou can read more about the iPad in our guide to the best tablets.\\n\\nOther laptops under $500 worth considering\\n\\nIf you want a fingerprint reader: The Asus Vivobook 15 (F1504VAP-SB57) has 16 GB of memory, above-average build quality for a cheap Windows laptop, and a reliable fingerprint reader on its trackpad. Its backlit keyboard was quiet and satisfying to type on, and its trackpad worked well. But its 15.6-inch 1080p display has a cool tint, it’s heavy at 3.8 pounds, and its tested battery life fell short of our expectations at at under 8 hours, not quite long enough to last a full day of work or classes.\\n\\nIf you need the cheapest viable laptop: The Acer Aspire Go 15 (AG15-32P-39R2) is surprisingly not bad for a $300 laptop — it has fast-enough performance and a passable 15.6-inch 1080p display, both rare features in this price range. The display isn’t awful, but it does have a yellow tint and doesn’t get very bright. The Aspire Go 15’s keyboard and trackpad are mediocre but work fine, the laptop weighs 3.7 pounds, and it comes packed with bloatware. At less than 8 hours in our testing, its battery life doesn’t quite last a full workday, but it can charge via USB-C. It also comes with Windows 11 in S mode, but you can switch out for free.\\n\\nIf you want a model with a good-looking touchscreen (when it’s on sale): If you see the Lenovo IdeaPad 1 (82VG00TYUS) on sale for less than $500, it’s another solid option with fast enough specs and a bright, 15.6-inch 1080p touchscreen that looks nearly as good as the display of the Aspire Go 15 (AG15-21P-R0RR). Though it’s lighter than our top picks at 3.5 pounds, it ranked behind our top picks in battery life, lasting 8 hours in our tests. This model’s keyboard is shallow and lacking a backlight, and the small trackpad’s physical clicks feel mushy, but both inputs work reliably. We don’t recommend spending more than $500 on this model, though, since you have other, better options in this price range.\\n\\nIf you can spend more than $500: Our budget ultrabook pick, the HP OmniBook X Flip 14 (fm0013dx), has the build quality to last at least five years and the battery life to run all day. It typically costs a few hundred dollars more, but we’ve seen it on sale for as low as $550. We’ve also seen our top Windows laptop pick, the Lenovo Yoga 7i 2-in-1 (14″ Intel), on sale for $650 — at that price, it’s an unbeatable value.\\n\\nHow to shop for a cheap laptop\\n\\nFor laptops under $500, inconsistent pricing, disappearing inventory, and retailer-exclusive deals make shopping difficult. But even if you aren’t familiar with computer specifications, you can still find a decent Windows laptop by looking for these features:\\nProcessor: We recommend a 12th-generation or newer Intel Core i3 or i5 processor or a 7000-series AMD Ryzen 3 or 5 processor. Avoid AMD processors such as the dual-core A9, as well as Intel Pentium or Celeron processors.\\nStorage: Choose a 128 GB or larger solid-state drive (SSD) and avoid hard drives (abbreviated as “HDD” on some product pages).\\nMemory: Get 8 GB of memory (which can also be listed as “RAM”). A Windows laptop with less memory will feel frustratingly slow, even for basic tasks.\\nScreen: Look for a display with 1080p resolution, listed as 1920×1080 or FHD by many sellers. And double-check the specs for an IPS display, which will look leagues better than the TN panels common in this price range. And watch out: If it’s not labeled, it’s probably TN.\\n\\n(Chromebooks have different requirements to run well. You can learn more in our guide to Chromebooks.)\\n\\nWhen shopping for a cheap laptop, stick to major retailers with good return policies, such as Amazon, Best Buy, Walmart, or the manufacturer itself — and avoid third-party sellers on these sites. Avoid sites with deals too good to be true, like BuyDig. Buying a refurbished model is another excellent way to save money. When you’re shopping for a refurbished laptop, buy from the original manufacturer or an authorized dealer and avoid seller-refurbished models from places like Amazon.\\n\\nAs soon as your laptop arrives, open the box carefully, keep all the parts and accessories, and give the computer a thorough test drive. Check for a clunky trackpad, mushy and unresponsive keys, or a dim, washed-out screen, and if you spot anything you don’t like, return the laptop as soon as possible. Wait too long, and you’ll be stuck with it — some manufacturers give you only a two-week return window.\\n\\nIf you don’t need a laptop right this second, you can find a great deal on a good laptop with some patience — prices fluctuate, and a $700 laptop can temporarily dive below $500. Wirecutter Deals editor Nathan Burrow told us that the best deals on laptops come around the holiday season, starting in November and running through Christmas.\\n\\nHow we picked and tested\\n\\nYou can’t get a perfect laptop for less than $500 — if it were perfect, it wouldn’t be cheap. At this price you make serious trade-offs, so it’s worth knowing how the system’s components affect your experience:\\nStorage: Some cheap Windows laptops still have spinning hard drives or hybrid drives that feel unbearably slow — booting the laptop, launching apps, and browsing files take so long that you have time to sip coffee and stretch before you can do anything. We found that having flash storage (ideally an SSD, but an eMMC or UFS drive will do in a pinch) instead of a traditional hard drive dramatically improved everyday performance, even more than a faster processor or more memory. But avoid Windows laptops with less than 64 GB of flash storage — you can’t even run Windows updates on them without an external drive.\\nProcessor: We recommend a 12th-generation or newer Intel Core i3 or Core i5 processor or a 7000-series AMD Ryzen 3 or Ryzen 5 processor. The Core i3 and Ryzen 3 processors are fine for casual use and basic schoolwork but aren’t the best for multitasking; the Core i5 and Ryzen 5 are faster and better at multitasking but rare in this price range. Avoid AMD processors like the dual-core A9 and steer clear of Intel Pentium and Celeron processors like the N4200 and N5000. We found these processors to be unusable with more than a single open app.\\nMemory: With 8 GB of memory, you can run more than one program and more browser tabs. Though 16 GB is rare in this price range, it’s an even better choice for a computer you’ll still be using years from now.\\nScreen: Models with a 1080p display (a resolution of 1920×1080) offer a clear image and more screen real estate than cheap 1366×768 screens. We recommend IPS (in-plane switching) screens because they have more accurate color and better viewing angles than TN (twisted nematic) panels.\\nKeyboard and trackpad: The keyboard and trackpad should be tolerable and responsive, and neither input device should annoy you so much that you seek out an external keyboard and mouse. Backlit keyboards are a bonus but rare in this price range.\\nBuild quality: No budget laptop is a paragon of industrial design, but a computer shouldn’t feel like it’s going to break. Many laptops in this price range are massive 15-inch beasts with cheap plastic cases, loose keys, and rattly trackpads. A decent laptop should be sturdy, shouldn’t flex beneath your fingers when you type, and shouldn’t creak every time you click the trackpad or tap the spacebar.\\nBloatware: Cheap Windows laptops come with a ton of bloatware, and it’s especially problematic on these laptops with slower processors, less memory, and limited storage. We recommend getting rid of useless applications by following these steps as soon as you unpack the laptop to speed up boot time, sew up potential security holes, and eliminate annoying notifications. We experienced mild performance bumps after removing bloatware.\\n\\nFor $500, you don’t get much control over features we consider when evaluating more expensive laptops, such as size, battery life, or ports, so although such details are nice to know, they didn’t make or break any of our picks. In this category, we just wanted to find usable laptops.\\n\\nWe tested the Windows laptops and Chromebooks that met our criteria by using each for at least a day of ordinary work and video calls to get a feel for their performance, screens, keyboards, and trackpads. To test the battery life, we set each screen’s backlight to approximately 150 nits and ran a customized version of the Chromium web-browsing battery test. It emulates typical browsing behavior by cycling through web pages, email, streaming audio, Google Docs files, and video.\\n\\nWhy you should trust us\\n\\nSenior staff writer Kimber Streams has tested and reviewed hundreds of laptops — including fancy ultrabooks, cheap Windows laptops, gaming laptops, and Chromebooks — and has written or edited most of Wirecutter’s laptop guides since 2014.\\n\\nFor this guide:\\nI combed through hundreds of cheap Windows laptops from every laptop retailer and manufacturer and built a dizzying spreadsheet of all the options.\\nIn 2025, I tested 14 new laptops that met our performance criteria against our current picks. Wirecutter purchased most of these, because many companies do not have review programs for budget Windows laptops. (This is why most other publications don’t test them!)\\nLike all Wirecutter journalists, I review and test products with complete editorial independence. I’m never made aware of any business implications of my editorial recommendations. Read more about our editorial standards.\\n\\nWhat to look forward to\\n\\nIntel, AMD, and Qualcomm each have new generations of mobile processors shipping in early 2026, though laptop makers tend to favor older processors for laptops in this price range. We’re also keeping an eye on the memory shortage to see how it impacts budget laptops this year.\\n\\nThe competition\\n\\nMost Windows laptops under $500 are horrendous, and very few with our recommended specs even exist — we combed through hundreds of models on manufacturer and retailer websites and found only a handful of promising options. (And if you’re curious about the Chromebook competition, head over to our Chromebook guide.)\\n\\nThe Acer Aspire Go 15 (AG15-51P-510U) has fast-enough specs and a decent but desaturated 15.3-inch 1920×1200 display. We like that it’s easy to open with one hand and that it charges via USB-C. But it’s no lighter than our other picks at 3.7 pounds, and it had 8 hours of battery life in our tests. Its keyboard felt mushy and sounded rattly, and the trackpad had poor palm rejection. It’s an okay option if you see it on sale, but we don’t recommend it for its typical price of $600.\\n\\nThe Acer Aspire Go 15 (AG15-31P-3947)’s display is the same size and resolution as our 15-inch picks, but its colors look washed out.\\n\\nThe Asus Vivobook 15 (F1504VA-SB31) had only 6 hours of battery life in our testing and still uses the older, slower Wi-Fi 5.\\n\\nThe battery of the HP Laptop 15 (15-fd1035cl) lasted only 5 hours 45 minutes in our tests, and its trackpad clicked when I rested my hand on the left palm rest.\\n\\nThe HP Pavilion x360 (14-ek1099nr) had a crunchy, creaky trackpad and poor build quality — the keyboard deck flexed under light typing and warped alarmingly when I picked up the laptop. It also had shorter battery life than our picks at 7 hours, 21 minutes in our tests.\\n\\nThe Lenovo IdeaPad Slim 3i 15IRU9 (83E60008US) had awful battery life in our tests, dying after just 5 hours.\\n\\nThe Lenovo IdeaPad 1 (82VG00BJUS) has a horrendous TN display with terrible viewing angles and an unseemly blue cast.\\n\\nThe Asus Vivobook 14 (X1404VA-I38128), Asus Vivobook Go (E1504FA-AS33), Asus Vivobook Go 15 (E1504FA-AB34), Asus Vivobook 15 (F1504VA-WS51), HP Laptop 14 (14-ep2035cl ), HP Laptop 14 (14t-dq600), and HP Laptop 15 (15-fc0039wm) also have awful screens.\", \"url\": \"https://www.nytimes.com/wirecutter/reviews/best-laptop-under-500/\", \"with\": [\"Lots of laptops cost less than $500, but it’s hard to find a cheap one that does\", \"The keyboard and trackpad are both merely passable.\", \"Storage: Some cheap Windows laptops still have spinning hard drives or hybrid drives that \", \"we combed through hundreds of models on manufacturer and retailer websites\"], \"without\": [\"Wirecutter is the product recommendation service from\", \"covering laptops and other tech at Wirecutter\", \"Privacy Policy\", \"Terms of Service\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4015", "input": "https://yogorillamats.com/?srsltid=AfmBOorSzHjzn508MwUjLZs-9yNjZot3FdDZcgVRWmaGV6mWrDCI82jI", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4015\", \"ground_truth_path\": \"source/test/ground-truth/4015.json\", \"ground_truth_sha256\": \"dc4c320bdf6901ec9f141e848082e3efd9fe728a37e56428afff853171e1d8d8\", \"html_path\": \"source/test/html/4015.html.gz\", \"html_sha256\": \"8633b35c16edec111ccd3ebbcd5a8427d2031399e4b3c0ce2a8e29da658a8acd\", \"page_type\": \"collection\", \"reference\": \"See It In Action\\n\\nWatch it hold its ground.\\n\\nSAFE FOR YOUR WHOLE FAMILY\\n\\nEvery Gorilla Mat is made from 16P-free certified PVC. No harsh chemicals. No phthalates. No smell. Safe for face-down poses, kids, and pets on the floor.\\n\\nPROTECTS YOUR JOINTS\\n\\n8mm or 1/4 inch of high-density cushioning. Enough to protect your knees and hips on hardwood or concrete. Firm enough that you never sink during standing work.\\n\\nLIFETIME WARRANTY\\n\\nIf your mat ever develops a defect, we replace it. No questions asked. One customer told us their mat is 5 years old and looks brand new. That is what the warranty is there to back up.\\n\\nReal Reviews from Real Customers\\n\\n★ 4.79\\nfrom 1847 verified reviews\\n\\nOur Most Popular Mats\\n\\nPremium Large Exercise Mat\\n\\n$159.95\\n\\nThe best large workout mats for home training. 8 sizes from 6' x 4' to 15' x 6'. 1/4 inch thick. Non-slip on both sides.\\n\\nYOUR LIVING ROOM IS NOW A GYM\\n\\nEvery Gorilla Exercise Mat unstraps and unrolls in under a minute. Your workout surface is ready. Our mats start at 6' x 4': enough for any solo workout in any apartment. They scale up to 15' x 6': enough to cover an entire home gym floor. Choose the size that fits your space. Every size performs the same way.\\n\\nBUILT FOR DAILY HARD USE\\n\\n1/4 inch of high-density 16P-free certified PVC. Handles shoes, weights, jumps, and daily training without cracking or compressing. No rubber smell. The circle-pattern bottom grips hardwood, tile, laminate, and concrete without sliding. Trusted by 500,000+ customers who train hard at home.\\n\\nJOINT PROTECTION THAT HOLDS UP\\n\\n1/4 inch of firm cushion keeps your knees, wrists, and hips off the hard floor. Firm enough for loaded movements and plyometrics. Cushioned enough that hardwood doesn't take a toll on high-volume workouts. Every mat backs that up with a lifetime warranty and a 100% money-back guarantee.\\n\\nTHE GORILLA MATS GUARANTEE\\n\\nTrusted by 500,000+ customers\\n\\n4.7-star rating across tens of thousands of reviews\\n\\nLifetime warranty: if it develops any defect, we replace it, no questions asked\\n\\n16P-free certified PVC: no harsh chemicals, no smell, shoe-safe material\\n\\nNon-slip top and bottom\\n\\nFree shipping on every order\\n\\n100% money-back guarantee\\n\\nPremium Large Yoga Mat\\n\\n$139.95\\n\\nThe best extra large yoga mats for home practice. 5 sizes from 6' x 4' to 15' x 6'. 8mm thick. Non-slip on both sides.\\n\\nROOM TO MOVE. ACTUALLY.\\n\\nStandard yoga mats are 68\\\" x 24\\\": barely enough room for your arms in warrior two. Our yoga mats start at 6' x 4' and scale to 15' x 6'. Every size gives you space to practice every pose without editing your movement. From a solo home practice in a small apartment to a dedicated studio space, there's a size that fits your floor and your practice.\\n\\nSAFE ON THE FLOOR AND ON YOUR LUNGS\\n\\n16P-free certified PVC on every mat. No harsh phthalates, no chemical smell. Safe for face-down poses, safe for kids and pets. The circle-pattern bottom grips hardwood, tile, laminate, and concrete without bunching or sliding mid-practice. Trusted by 500,000+ customers.\\n\\n8MM OF REAL CUSHION\\n\\n8mm of cushion that protects your joints without destabilizing your practice. Knees protected in low lunges and cat-cow. Wrists buffered in downward dog. Firm enough for standing poses and inversions. The sweet spot serious practitioners choose because it works in every direction.\\n\\nTHE GORILLA MATS GUARANTEE\\n\\nTrusted by 500,000+ customers\\n\\n4.7-star rating across tens of thousands of reviews\\n\\nLifetime warranty: if it develops any defect, we replace it, no questions asked\\n\\n16P-free certified PVC: no harsh chemicals, no smell\\n\\nNon-slip top and bottom\\n\\nFree shipping on every order\\n\\n100% money-back guarantee\\n\\n500,000+ Customers Trust Their Training to Gorilla Mats\\n\\n\\\"This mat is exactly what I was looking for. It has 2 different sides for different purposes. I am a personal trainer and I HIGHLY recommend this product. I ordered another one as well!\\\"\\n\\n—\\n\\nAnnette D\\n\\n\\\"I love this mat and placed it over carpet to facilitate my workouts. It is worth the money and I am very happy with my purchase and recommend it to others.\\\"\\n\\n—\\n\\nJohn\\n\\n\\\"Love my new mat!! Did yoga and a few other P90x workouts, it was the best mat I've seen in a long time. Going to by another one!\\\"\\n\\n—\\n\\nMichelle L\\n\\n\\\"Fantastic. Probably gonna order a second to fill the whole room. For my wife and I to workout at the same time. One wasn't enough for us.\\\"\\n\\n—\\n\\nW Lawrence\\n\\n\\\"It's fantastic! I have bought a lot of exercise mats over the years, including the most expensive premium yoga mats. This mat exceeds my expectations, and that's not easy to do. I plan to buy a 2nd one as soon as I can.\\\"\\n\\n—\\n\\nND\\n\\n\\\"I am a big guy and bought this mat specifically for stretching out and doing kettle bell workouts in my living room. Been using it for roughly a month now and love it.\\\"\\n\\n—\\n\\nHappy Customer\", \"url\": \"https://yogorillamats.com/?srsltid=AfmBOorSzHjzn508MwUjLZs-9yNjZot3FdDZcgVRWmaGV6mWrDCI82jI\", \"with\": [\"8mm or 1/4 inch of high-density cushioning. Enough to protect your knees and hip\", \"Lifetime warranty: if it develops any defect, we replace it, no questions asked\", \"16P-free certified PVC: no harsh chemicals, no smell\", \"\\\"It's fantastic! I have bought a lot of exercise mats over the years, including \"], \"without\": [\"FREE SHIPPING | LIFETIME WARRANTY | 500,000+ HAPPY CUSTOMERS\", \"Your Cart is Empty\", \"Sign in\", \"FREE SHIPPING\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4016", "input": "https://www.brettlarkin.com/best-non-slip-yoga-mat/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4016\", \"ground_truth_path\": \"source/test/ground-truth/4016.json\", \"ground_truth_sha256\": \"c410172b42878be9b96ebfa406b623375d39cbdd33657f3d3f217dbe68b96f96\", \"html_path\": \"source/test/html/4016.html.gz\", \"html_sha256\": \"6e80558edcb061c01469f36d966a9536b5cf5e6a46baba6cb63caf4e8093fa0c\", \"page_type\": \"article\", \"reference\": \"We've all been there.\\n\\nYou like to push yourself when you're practicing yoga, moving through your asana as if your life depended on it. You're sweaty, steamy, and buzzing with all those yogic endorphins.\\n\\nAnd then your hand slips just when you move through your sun salutation. Or your foot slips when you move through your flow.\\n\\nYou get that tingling sensation in your feet, making it hard to continue to practice yoga without the fear that you'll just slip again.\\n\\nAnd again.\\n\\nBelieve me, I get it.\\n\\nI've been through my fair share of yoga mats and have even tried throwing a yoga towel over the top just to accommodate all of the sweat.\\n\\nEven so, there are a few mats that provide enough traction to prevent slipping no matter the circumstances (or the sweat level).\\n\\nI'm sent dozens of yoga mats each year, all with the promise of providing a better workout, a better flow. And to be honest, they rarely do.\\n\\nBut these three mats?\\n\\nThey hit the nail on the head every.single.time.\\n\\nAnd since I get a lot of these mats for free, I thought I'd share my experience with my favorites just so that you don't have to waste your money on empty promises and false marketing.\\n\\nInstead, you can grab yourself one of these tried and tested yoga mats and start practicing yoga right away.\\n\\n(NOTE: For a full review of all of my favorites, non-slip or otherwise, check out my Yoga Mat Reviews of top brands like Jade, Manduka, Yoloha, Gaiam, and Hugger Mugger)\\n\\nWhat Makes The Best Non-Slip Yoga Mat?\\n\\nThere are many different factors that make a good yoga mat, like grip, durability, texture, environmentally friendly, comfort, whether or not it's reversible or lightweight, and even that rubber smell factor.\\n\\nBut when it comes to a non slip yoga mat, it really just comes down to grip.\\n\\nMeaning, does it grips the palms of your hands or the soles of your feet when you most need it to?\\n\\nOr does it make you reach for a towel in hopes of creating your own makeshift traction right in the heat of your practice?\\n\\nOnly then can we move into the other factors, like whether or not it is environmentally friendly or lightweight.\\n\\nAnd when we do that, these take the cake.\\n\\nThese are my three favorite non-slip yoga mats currently on the market.\\n\\nBest Rubber Yoga Mat: Jade Yoga Mat Review\\n\\nA lot of big time yoga teachers use Jade mats. This mat has a strong foothold among yogis along with Manduka, though Jade mats are far superior when it comes to grip and traction.\\n\\nThanks to the environmentally friendly all natural rubber, Jade yoga mats excel when it comes to non-slip performance.\\n\\nAnd Jade knows it.\\n\\nJade claims they're “the best slip-resistant yoga mat on the market” because of this rubber material.\\n\\nAside from being non-slip, Jade also has what it calls “compression set resistance”, meaning that the mat is really cushy and soft at the same time. This gives it extra comfort for those tricky poses that put a lot of pressure on the knees.\\n\\nThe natural rubber is a renewable resource from rubber trees! I've never heard of rubber trees, but apparently they exist. As a bonus, for every mat you buy, Jade plants a tree. And all that rubber texture that is exactly perfect to prevent slipping also naturally composts over time, making this an especially eco-friendly yoga mat.\\n\\nThere are no PVC chemicals in this eco-friendly yoga mat. So this mat is not hurting our ozone layer.\\n\\nA Jade mat costs about $80 – so not cheap. It's a good investment though as these mats last forever.\\n\\nAlso, when you first unroll the mat, it has a strong rubber smell because, well, it's made of rubber. But it fades pretty quickly so it's not too bothersome. Just be sure to air it out before heading to a packed yoga class.\\n\\nIn sum, Jade's a really established and well-known for being a great non-slip mat.\\n\\nPro tip from me: If you're getting a Jade mat, I recommend getting a darker color. My first Jade mat was orange, and while it lasted forever and was in great shape, it just got dirty because it was a lighter color.\\n\\nThis mat is for you if: an eco-friendly, durable, and flexible mat is what you're looking for.\\n\\nBest Cork Yoga Mat: Yoloha Yoga Mat Review\\n\\nOn the other hand, we have the Yoloha yoga mats.\\n\\nYoloha has been on the market for a few years now and has been one of the leading brands in the US to create a yoga mat completely made from cork.\\n\\nThe cork mat is backed with domestically recycled car tires, giving it a comfortable thickness I haven't experienced in any other lightweight yoga mat.\\n\\nAnd unlike Jade, there's no rubber smell whatsoever.\\n\\nThis is also a completely green “eco-friendly” yoga mat, thanks to its recycled materials.\\n\\nIt's made in America. It doesn't use any trees. It's comfortable. It is cute. And it's ultra non slip.\\n\\nI personally love Yoloha because the way the mats came into existence was purely out of necessity.\\n\\nThe inventor of the Yoloha mat first started out making paddle boards and surf boards. He started doing yoga, sweating a lot and was slipping and sliding all over the place. He had an epiphany that when cork is wet it doesn't slip at all. That led him to make these cork yoga mats.\\n\\nIf you do SUP yoga (which stands for Stand Up Paddle Board Yoga), where you're in the water, this is an amazing option for you because even as it gets wet the mat stays extremely slip resistant and sticky.\\n\\nThis Yoloha yoga mat also comes with a lifetime guarantee, retailing at a higher price often over $100. Their travel yoga mat is only $60, though, and is much easier to carry around, so it's probably the best mat to choose out of their entire line.\\n\\nThe lifetime guarantee is really a testament to how well this mat is built. On Yoloha's site, they say that this mat is literally “built to last decades.”\\n\\nOne extra really cool thing I've learned in doing research about Yoloha, is that cork is actually a self-cleaning surface, meaning it's cleaning itself. Any nasty smells, germs or bacteria isn't going to stick around on your mat since this is a completely self-cleaning surface. I don't know how many other yoga mats out there can claim to be self-cleaning.\\n\\nI've loved my Yoloha yoga mat from the moment I got it.\\n\\nOne thing I have to say is that it isn't all that compact. It is a bit difficult to fit into any carrying bags that I had and is too bulky to really travel with.\\n\\nThat being said, it is SUPER lightweight.\\n\\nI was surprised when I first started using the Yoloha mat because it wasn't as slip-resistant as I was expecting. But after doing a little reading on their website, I learned that the cork is even grippier when it's wet.\\n\\nI'm not doing stand up paddle board yoga right now (I'm mainly practicing indoors) so I've invested in a little spray bottle so I can spray the mat just around where my hands and my feet are. This really increases the grip for a really fantastic non-slip surface.\\n\\nThis mat is for you if: you're expecting to have wet surfaces during your practice and an eco-friendly option is especially important to you.\\n\\nBest Lightweight Travel Yoga Mat: Lululemon The Reversible Mat 3mm Review\\n\\nI have to admit that I was a little resistant to fall in love with the Lululemon Reversible yoga mat…\\n\\n…after all, major corporations really just suck the fun out of practicing yoga. But when my yoga instructor friend showed up to class with her Reversible mat by Lululemon, was hooked.\\n\\nIt is ultra lightweight, making it super easy to tuck under your arm or toss into your luggage to take with you anywhere. It's so lightweight that I don't even use a carrying strap when I take it with me to the yoga studio. It's a lot like the Manduka Prolite Mat but for a fraction of the cost.\\n\\nAnd it is a super sticky mat. Honestly, it's probably the stickiest mat I've ever used, making downward dog, balancing poses, and child's pose alike an absolute breeze.\\n\\nThe only thing that I don't like about it is that there isn't much cushion because the thickness maxes out at 3mm. But if a good grip is your main priority, then you won't mind because you can just lay this mat over one of your cheaper mats for some extra comfort.\\n\\nThis mat is for you if: you travel a lot and need a reliable nonslip surface no matter where you practice yoga.\\n\\nWhich Non-Slip Yoga Mat Is The Best, Then?\\n\\nWhile the Yoloha cork yoga mat has the bonus of being self-cleaning and being a mat that you can actually use in the water, it's not as cushy as the Jade mat. If feeling like you're on a really thick mat is important to you, Jade might be a better option.\\n\\nWhen I looked at the mats side by side, they actually do have the same amount of cushioning. They appear to be the same thickness. The Yoloha mat may been even thicker with the rubber backing! But for whatever reason, the Jade mat just feels cushier and softer.\\n\\nIf you're especially keen on having a super grippy mat that can last a lifetime (plus even go in the water with you), I think the cork mat is a really great investment. Plus, the antimicrobial factor makes it even more attractive the longer you have it. (This is especially true if you're into hot yoga and expect to have sweaty hands throughout your entire practice.)\\n\\nHowever, if your priority is to not slip and to have the freedom to take your yoga mat with you everywhere you go, then the Lululemon mat is my favorite.\\n\\nWhat is your favorite non-slip yoga mat? Share in the comments and let's share our experiences with each other!\\n\\nNote: I don't get compensated for any reviews I write, they're just my way of sharing with the community.\", \"url\": \"https://www.brettlarkin.com/best-non-slip-yoga-mat/\", \"with\": [\"And then your hand slips just when you move through your sun salutation.\", \"a really established and well-known for being a great non-slip mat.\", \"cork is actually a self-cleaning surface, meaning it's cleaning itself\", \"the Lululemon mat is my favorite.\\n\\nWhat is your favorite non-slip yoga mat?\"], \"without\": [\"50-Hr Kundalini Course\", \"et-top-navigation\", \"Earthing Yoga 101\", \"Next Steps\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4017", "input": "https://www.prosourcefit.com/products/extra-thick-yoga-and-pilates-mat?srsltid=AfmBOoqL8DIwcZiZvNMpgIZ7i-yYuMwW5Box7LfZWd-dhlrhd1IS_v-G", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4017\", \"ground_truth_path\": \"source/test/ground-truth/4017.json\", \"ground_truth_sha256\": \"762a0b1680057c9d4a9af398e2c2e5732aeba82ab6c169be0100293cd610e170\", \"html_path\": \"source/test/html/4017.html.gz\", \"html_sha256\": \"da83ca9b03824bb754ac74010dbe7bbc4d0285f890bcb5c2dafa3cd110bcc788\", \"page_type\": \"product\", \"reference\": \"Struggling with discomfort in your knees, elbows, or wrists during yoga or Pilates? The ProsourceFit Extra Thick Yoga & Pilates Mat—now available in both 1-inch and ½-inch thicknesses—is designed to take the pressure off your joints so you can move freely and confidently. Crafted from high-density foam, each ultra-supportive mat delivers the cushioning you need for a more comfortable, focused practice.\\n\\nChoose between 1-inch or ½-inch of premium cushioning to suit your comfort level. Ideal for hard floors and sensitive joints, the mat features a high-density, non-slip surface that keeps you stable through every pose. Built for lasting durability and support, it outperforms standard mats in both quality and comfort. Available in 8 vibrant colors and includes a free yoga mat carrying sling for easy travel and storage.\\n\\n- Ideal for Pilates, Yoga, and floor exercises\\n- 71-in x 24-in and available in 1-in (25mm) or ½-in (13mm) thickness of luxurious comfort foam\\n- Constructed of high-density foam for performance and durability\\n- Moisture-resistant NBR foam makes cleaning easy\\n- Non-slip surface provides extra stability\\n- Comes with a free yoga mat carrying sling\\n\\nSpecifications\\n\\nMeasurements:\\n- 1-inch: 71\\\"L x 24\\\"W x 1\\\"H\\n- ½-inch: 71\\\"L x 24\\\"W x ½H\\n\\nWeight:\\n- 1-inch: 4.5 lb\\n- ½-inch: 2.55 lb\\n\\nMaterial: NBR Foam\\n\\nCare: Wipe mat with a wet cloth or sponge. Allow plenty of time to dry. This mat is not machine washable.\", \"url\": \"https://www.prosourcefit.com/products/extra-thick-yoga-and-pilates-mat?srsltid=AfmBOoqL8DIwcZiZvNMpgIZ7i-yYuMwW5Box7LfZWd-dhlrhd1IS_v-G\", \"with\": [\"Choose between 1-inch or ½-inch of premium cushioning to suit your comfort level\", \"Ideal for Pilates, Yoga, and floor exercises\", \"Moisture-resistant NBR foam makes cleaning easy\", \"Non-slip surface provides extra stability\", \"Wipe mat with a wet cloth or sponge. Allow plenty of time to dry\"], \"without\": [\"Toning Balls\", \"Your payment information is processed securely\", \"Add to cart\", \"Free shipping\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4021", "input": "https://shopinthekitchen.com/collections/lodge?srsltid=AfmBOooxjeo28KBSFe37Nt0DZXSzKIBsafdNUr6xigjHHhUXF-ML8IVv", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4021\", \"ground_truth_path\": \"source/test/ground-truth/4021.json\", \"ground_truth_sha256\": \"19abde905da2a3097e2b199548501096ebfc60db59ee600c2ae28500bfa1f67a\", \"html_path\": \"source/test/html/4021.html.gz\", \"html_sha256\": \"7a39437e8847e32b51b54685c4bfa2b8a5b0cacf8420d9303a29cab581c75abf\", \"page_type\": \"collection\", \"reference\": \"Lodge Cast Iron\\n\\nLODGE\\n12\\\" CAST IRON SKILLET\\n$49.99 USD\\n\\nLODGE\\nCAST IRON SKILLET 9\\\" LODGE L6SK3\\n$34.99 USD\\n\\nLODGE\\nCAST IRON SKILLET 10.5\\\" SQ LODGE L8SQ3\\n$39.99 USD\\n\\nLODGE\\n10\\\" CAST IRON SKILLET\\n$39.99 USD\\n\\nLODGE\\nCAST IRON LID 9\\\" LODGE L6SC3 (DSC)\\n$31.99 USD\\n\\nLODGE\\nSILICONE HOT HANDLE HOLDER - RED\\n$6.99 USD\\n\\nLODGE\\nRECTANGULAR GRILL PRESS\\n$36.99 USD\\n\\nLODGE\\nGRILL PAN SCRAPERS\\n$6.99 USD\\n\\nLODGE\\nCAST IRON GRILL PAN 10\\\" RND LODGE L8GP3 (DSC)\\n$32.99 USD\\n\\nLODGE\\nSILICONE HOT HANDLE HOLDER - BLUE\\n$6.99 USD\\n\\nLODGE\\nSILICONE HOT HANDLE HOLDER - BLACK\\n$6.99 USD\\n\\nLODGE\\nCAST IRON SKILLET 8\\\" LODGE L5SK3\\n$29.99 USD\", \"url\": \"https://shopinthekitchen.com/collections/lodge?srsltid=AfmBOooxjeo28KBSFe37Nt0DZXSzKIBsafdNUr6xigjHHhUXF-ML8IVv\", \"with\": [\"CAST IRON GRILL PAN 10\\\" RND LODGE L8GP3 (DSC)\", \"CAST IRON SKILLET 10.5\\\" SQ LODGE L8SQ3\", \"RECTANGULAR GRILL PRESS\", \"SILICONE HOT HANDLE HOLDER - RED\", \"CAST IRON LID 9\\\" LODGE L6SC3 (DSC)\"], \"without\": [\"Baking Liners\", \"Cookie Cutters\", \"Cookie Scoops\", \"Powered by Shopify\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4024", "input": "https://maelstromdirect.com/products/maelstrom-hiking-backpack-40l", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4024\", \"ground_truth_path\": \"source/test/ground-truth/4024.json\", \"ground_truth_sha256\": \"90bd58245daa1b742613ff2f3db2a03e83e4afdbebdbf46afd14d8d6b44cef79\", \"html_path\": \"source/test/html/4024.html.gz\", \"html_sha256\": \"45e9ba11d666b0c72cc9c2d02a25fb06e55ce42d6affb79fd08d3a7f8dec2d42\", \"page_type\": \"product\", \"reference\": \"Maelstrom 40L Hiking Backpack\\n\\nHigh-Quality Material : Hiking backpack is made of high quality rip-stop 210d nylon fabric,which is water resistant,tear resistant,anti-scratch and wear resistant. Furthermore,we also give away a rain cover with a clear silver reflective logo. It is putted in the little pocket under the backpack. So it is no doubt that all your things will keep dry during rain. Just take this outdoor backpack,no matter the weather.\\n\\nErgonomic and Comfortable Design : Thicker padded back with ergonomic breathable design paired with adjustable, breathable and padded shoulder help to reduce fatigue during a long day of hiking. The hiking daypack comes with an ergonomic ring handle,which is labor-saving and durable. The adjustable chest buckle works perfectly to distribute the pack's weight and keep it steady and centered. And chest buckle designed as a survival whistle for quick and easy use in case of emergency.\\n\\nLarge Capacity & Multi Compartment : Maelstrom Hiking Daypack provides several pockets for handy storage and convenient organization. Spacious backpack packed with roomy zipper main compartment, 1 top pocket, 3 front zipper pocket, 2 waist zipper pockets and 2 mesh side pockets.In addition,one waterproof wet pocket is added to the main compartment to better separate sweaty clothes or other personal things after swimming or taking exercise.\\n\\nUnique Function Design : The camping backpack is printed with reflective signs to remind safety. The sides of the backpack have elastic and fasteners that can hold two sets of trekking sticks or adjust the webbing according to needs. There is a headphone hole on the top of the backpack for you to enjoy music. There is a Velcro to fix the water bag liner in the main bag and a water pipe hole on the top side of the backpack to assemble the water bag system.\\n\\nLIGHTWEIGHT -- Easy to carry : The 40L hiking backpack is lightweight and it's breathable mesh shoulder straps with plentiful sponge padding help to relieve the stress from your shoulder. The large capacity of 40L provides enough space for outdoor travel,camping,hiking and fishing. It meet size requirements for most airlines. This camping backpack can be used as hiking backpack, travel bags and business bag,which is suitable for men and women.\", \"url\": \"https://maelstromdirect.com/products/maelstrom-hiking-backpack-40l\", \"with\": [\"Hiking backpack is made of high quality rip-stop 210d nylon fabric,which is water resistant\", \"Thicker padded back with ergonomic breathable design paired with adjustable, breathable and padded shoulder\", \"Maelstrom Hiking Daypack provides several pockets for handy storage and convenient organization\", \"The sides of the backpack have elastic and fasteners that can hold two sets of trekking sticks\", \"The large capacity of 40L provides enough space for outdoor travel,camping,hiking and fishing\"], \"without\": [\"Regular price\", \"Sale price\", \"Taxes, discounts and shipping calculated at checkout\", \"Remove all 0 items from your cart\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4026", "input": "https://hike-summit.com/trekking-backpack-40l-lightweight-adventure-ready/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4026\", \"ground_truth_path\": \"source/test/ground-truth/4026.json\", \"ground_truth_sha256\": \"c3c67aa9c9b89c39ee39456cb996c83357fcb6b42b5142f4c5e8838f7397ac7c\", \"html_path\": \"source/test/html/4026.html.gz\", \"html_sha256\": \"ddd88b4ee7e115c16b163d6d83c7098e2ef1f79fd4d51ef576a72229a57ed0d9\", \"page_type\": \"product\", \"reference\": \"Trekking Backpack 40L | Lightweight & Adventure-Ready\\n\\nEngineered for versatile explorers, this 40L Trekking Backpack features ultra-light AdventurePack™ technology for durable performance on any trail. The ergonomic AirFit™ design ensures comfortable carrying and ample storage for every adventure.\\n\\nTechnical Information\\n\\n- Key feature: Light for adventure treks\\n- Capacity: 40L for your gear\\n- Size: 55 x 30 x 20cm\\n- Weight: 700g, easy to carry\\n- Adjustable: Yes, for comfy fit\\n- Buckles: SBS, strong and reliable\\n- Comfort: Excellent for long hikes\\n- Ventilation: Yes, keeps back cool\\n- Waterproofing: Good to protect kit\\n- Straps: Padded for shoulder ease\\n\\nLightweight Adventure Frame\\n\\nReduces strain on long outdoor treks.\\n\\nWater-Resistant Exterior\\n\\nProtects gear during unpredictable weather.\\n\\nAdjustable Load System\\n\\nOptimizes comfort for varied adventure needs.\\n\\nDurable Trail Material\\n\\nEnsures reliability on rugged adventure paths.\\n\\nUltra-Lightweight Design\\n\\nFeatherlight build ensures easy carrying, making this backpack a must for long adventure treks.\\n\\nAdventure-Ready Durability\\n\\nTough fabric withstands rough use, ensuring you won't explore without this reliable pack.\\n\\nEfficient Load Support\\n\\nErgonomic straps distribute weight perfectly, making it essential for extended outdoor journeys.\\n\\nFAQs\\n\\nQ: Is this 40L trekking backpack lightweight for long adventures?\\nA: Yes, this trekking backpack is designed with lightweight materials, offering a balance of portability and durability, making it ideal for extended adventures without adding unnecessary bulk.\\n\\nQ: Is it durable for rugged adventure trails?\\nA: Yes, crafted with tear-resistant fabric and reinforced stitching, this 40L backpack is built to withstand rugged trails and frequent use, ensuring reliability for adventure-ready outings.\\n\\nQ: Can it protect gear from weather during adventures?\\nA: Yes, the water-resistant fabric and included rain cover help shield your gear from rain and moisture, making it suitable for unpredictable adventure conditions.\\n\\nQ: Can I track my order?\\nA: Absolutely. A tracking number will be sent to your email within 24 hours after shipping.\\n\\nQ: Is there a warranty included?\\nA: Yes, this product is covered by a 2-year warranty for total peace of mind.\\n\\nQ: Is this product eligible for returns?\\nA: Yes, you have 30 days to change your mind.\", \"url\": \"https://hike-summit.com/trekking-backpack-40l-lightweight-adventure-ready/\", \"with\": [\"Engineered for versatile explorers, this 40L Trekking Backpack features ultra-light AdventurePack\", \"Featherlight build ensures easy carrying, making this backpack a must for long adventure treks.\", \"Ergonomic straps distribute weight perfectly, making it essential for extended outdoor journeys.\", \"crafted with tear-resistant fabric and reinforced stitching, this 40L backpack is built to withstand rugged trails\"], \"without\": [\"Compared to the selling price when the item was first put up for sale\", \"Chat with us\", \"Compare Selected\", \"New Arrivals\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4028", "input": "https://www.publichealth.columbia.edu/news/how-climate-change-stressing-global-food-supply-public-health", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4028\", \"ground_truth_path\": \"source/test/ground-truth/4028.json\", \"ground_truth_sha256\": \"d4dcca636e5f22717bd7c1c1b89286c6c69064f605af2d1267aba0def110af9b\", \"html_path\": \"source/test/html/4028.html.gz\", \"html_sha256\": \"665a9e5b9484894de52d3c40c0a06a8b872a81719265148d0ab4eec20ca770c3\", \"page_type\": \"article\", \"reference\": \"September 12, 2024\\n\\nA sweeping global research review of the links between climate and agriculture reveals the likelihood of an emergent feedback loop whereby, as climate change puts more pressure on the global food supply, agriculture will, by necessity, adopt practices that may exacerbate its environmental impact. This research, published in Science, includes an extensive evaluation of experts, including Lewis Ziska, PhD, from Columbia University Mailman School of Public Health. The paper also identifies new agricultural practices that have the potential to increase efficiency and stabilize our food supply in the decades to come.\\n\\nThe authors point out that greenhouse gas emissions from agriculture are now 18 times higher than they were in the 1960s, accounting for about 30 percent of global warming. Excess fertilizer left on farm soil is broken down by bacteria to form nitrous oxide, a greenhouse gas that is 300 times more potent than carbon dioxide. Strategic efforts to reduce the warming impact of agriculture while maintaining high yields are essential to both mitigating climate change and protecting our food supply from its impacts, the experts write.\\n\\n\\\"It is important to recognize that the impact of agriculture on public health, from pesticide usage to water quality, is almost certainly going to be exacerbated with climate change,\\\" said Ziska, associate professor of Environmental Health Sciences at the Columbia Mailman School of Public Health and a co-author.\\n\\nThe research found:\\n\\n- Climate change has broad-ranging impacts on agricultural practices, increasing water use and scarcity, nitrous oxide and methane emissions, soil degradation, nitrogen and phosphorus pollution, pest pressure, pesticide pollution, and biodiversity loss.\\n- Climate-agriculture feedback pathways could dramatically increase agricultural greenhouse gas emissions. Without changes in agriculture, this feedback loop could make it impossible to achieve the Paris Agreement goal of limiting global warming to 1.5 degrees Celsius to 2 degrees Celsius.\\n- Existing sustainable agricultural practices and technologies, if they are implemented on a wide scale, can greatly reduce agricultural emissions and prevent a feedback loop from developing. To achieve this, governments must work to remove socioeconomic barriers and make climate-resilient solutions accessible to farmers and food producers.\\n\\n\\\"We need agriculture, but the future of humanity also requires that we reduce agriculture's environmental harms,\\\" said co-author David Tilman, a professor at the University of Minnesota College of Biological Sciences. \\\"By evaluating new practices being tried around the world we have identified practices that appear to increase harvests while decreasing environmental harm. Once these new practices are tested and verified, we need a farm bill that pays farmers both for producing food and for improving the environment. Enabling better stewardship has tremendous benefits for all of us.\\\"\\n\\nThe researchers looked at all aspects of the relationship between agriculture and climate to determine where new practices are the most effective. While carbon sequestration is currently a priority, an integrated approach that factors in farming efficiency and pollutants like nitrous oxide could deliver much larger climate benefits and a more stable future for agriculture. Practices such as precision fertilizer use and crop rotation can prevent a feedback loop from developing.\\n\\nThe team identified a number of next steps. First and foremost, stakeholders should accelerate the adaptation and cost-reduction of efficient and climate-friendly agriculture. Precision farming, perennial crop integration, agrivoltaics, nitrogen fixation, and novel genome editing are among the emerging techniques that could increase production and efficiency in agriculture while reducing climate change impacts. They recommend further research on climate-agriculture feedback pathways and new technologies like on-farm robots.\\n\\nSee the paper for a complete list of co-authors and institutions.\\n\\nThis research was funded in part by the National Science Foundation.\", \"url\": \"https://www.publichealth.columbia.edu/news/how-climate-change-stressing-global-food-supply-public-health\", \"with\": [\"greenhouse gas emissions from agriculture are now 18 times higher than they were in the 1960s\", \"Climate-agriculture feedback pathways could dramatically increase agricultural greenhouse gas emissions\", \"Precision farming, perennial crop integration, agrivoltaics, nitrogen fixation, and novel genome editing\", \"This research was funded in part by the National Science Foundation.\"], \"without\": [\"Columbia Mailman Difference\", \"Dean Jonathan Mermin\", \"Leadership Team\", \"Inclusive Excellence\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4029", "input": "https://lafeeca.com/products/dj-electric-kettle?srsltid=AfmBOor2wDNsS-upWLtRMj-ijC0iojbHlKyuTjUBX5CRujAK25gUxQx4", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4029\", \"ground_truth_path\": \"source/test/ground-truth/4029.json\", \"ground_truth_sha256\": \"da6e31436e0bbba4a0eaa4904f8abc9a62e3dbf0e7e05faab7bf237843c8c569\", \"html_path\": \"source/test/html/4029.html.gz\", \"html_sha256\": \"b4acb1575275e486165ef93deae2e08fa41d89a29bed9079804ed0983ac8c109\", \"page_type\": \"product\", \"reference\": \"$139.99\\n\\nIntroducing the Lafeeca DJ Kettle, our signature creation and the world's first DJ Turntable kettle. This masterpiece isn't just a kitchen appliance; it's an innovation in design and functionality, setting a new standard in the art of brewing.\\n\\nPrecision Water Flow\\n\\nBuilt in Brew Stopwatch\\n\\nTurntable User Interface\\n\\nTo-The-Degree Temperature Setting\\n\\n60-Minute Hold Mode\\n\\nBoil Dry Protection\\n\\nFeatures\\n\\n- Easy-to-use, front-access interface\\n- Precise gooseneck spout designed for ideal pour-over flow control\\n- To-the-degree temperature control\\n- LCD display\\n- Stainless tone-arm, turnknob and switches\\n- 60-minute hold mode\\n- Brew stopwatch\\n- 0.9 L boiling capacity\\n- Boil dry protection\\n- One-Piece casting kettle body\\n- ETL compliance, FCC certified\\n\\nDetails\\n\\nDimensions: L 10.6\\\" x W 7.1\\\" x H 8.1\\\" (L 269mm x W 181mm x H203mm)\\n\\nKettle Weight: 1.9 lb / 0.86 kg\\n\\nTotal Weight: 3.24 lb / 1.47 kg\\n\\nCapacity: 900 ml / 30.5 oz / 0.9 liter to the max fill line\\n\\nPower: 1500W, 120V~, 50/60Hz\\n\\nCord Length: 27.6 inches / 70 cm\\n\\nPlug: Type-B for U.S. and Canada\\n\\nBody Material: 304 Stainless Steel\\n\\nMaterials: Plastic Base, Inner Lid Stainless, Outter Lid Plastic. Turnknob, Switches, Dail are made with Stainless Steel. Vegan Leather Safeguard.\\n\\nTemperature Range: 104°F - 212°F / 40°C - 100°C\\n\\nProduct Certifications: ETL Compliance, FCC Certified\\n\\nWarnings: CA Prop 65\\n\\nWarranty\\n\\n1-year standard warranty, extend to 2 years by registering the product.\\n\\nTurntable Design Interface: Simple & Efficient\\n\\nWith its turntable interface and LCD display, controlling all functions is a breeze. Engineered for a hassle-free brewing experience.\\n\\nOne Piece Casting\\n\\nEngineered from one seamless body for strength, balance, and timeless beauty — durable performance meets modern elegance.\\n\\nKey Features\\n\\nIntuitive Switches\\n\\n°C / °F: Choose between Fahrenheit and Celsius.\\n\\nStopwatch: Simply flick the switch to start the Stopwatch. Utilize it to time your brew for consistent results each time!\\n\\nTo-The-Degree Temperature Control\\n\\nIts precise temperature settings let you adjust to the exact degree, ensuring you get your perfect flavor with every cup.\\n\\nTone-Arm for Brewing & Holding\\n\\nAutomatically get to boiling point using the Quick Mode and maintain your desired temperature for 60 mins using the Hold Mode.\\n\\n1500 watts Power\\n\\n4 mins to Boiling Water\\n\\nRapid Heating\\n\\nWith a 1500-watt heating element, enjoy an incredibly fast heat time, reduce the wait for your perfect cup.\\n\\nBalanced Handle, Perfect Pour\\n\\nPrecision Pouring\\n\\nPrecise gooseneck spout for optimal control of water flow rate.\\n\\nExperience superior control over the water flow rate with the precision of this gooseneck spout.\\n\\nMaster Your Pour\\n\\nEngineered for effortless control and smooth, consistent pouring — giving you perfect water flow with every brew.\\n\\nSteady & Comfy\\n\\nOur handle is shaped by baristas, for baristas. It features a meticulously designed ergonomic handle, ensuring a steady grip & comfortable pouring experience.\\n\\nEnjoy quality pour-over moments with the DJ Kettle\\n\\nVegen Leather Safeguard\\n\\nEasy maintenance and superior protection\\n\\n18/8 Stainless & BPA Free\\n\\nAll materials that come in contact with food are BPA free.\\n\\nFAQs\\n\\nDownload the full user manual for setup instructions, safety tips, and brewing guides.\\n\\nCan I boil other liquids like milk or tea inside the kettle?\\n\\nNo. Electric kettles are designed for boiling water only. Boiling milk, tea, or coffee directly inside can cause residue buildup, odors, or damage to the heating element.\\n\\nAre there any plastic parts that come into contact with water?\\n\\nNo. The interior, including the heating plate, inner lid and spout, is made of food-grade 304 stainless steel. This ensures durability, prevents rust, and keeps water free from plastic contact.\\n\\nShould I lower my temperature setting at high altitudes?\\n\\nIf your water boils before reaching the set temperature or overflows rapidly, refer to this chart for adjustment. To calculate the boiling temperature based on a specific altitude, click here. Please ensure that the water level in your kettle stays below the maximum fill line.\\n\\nIs the DJ Electric Kettle Stovetop Safe?\\n\\nNo, please DO NOT use your electric kettle on the stovetop! It is designed to be used ONLY with its electric base. Placing the kettle on a stove or induction surface can result in damage and the melting of its components.\\n\\nHow should I clean, maintain and descale my DJ kettle?\\n\\nCleaning Your Kettle Regularly:\\n- Cool Down: Ensure the kettle is completely cool. Empty any leftover water.\\n- Interior Cleaning: Clean the inside with soapy water, then rinse. Do not immerse the kettle in water.\\n- Exterior Wiping: Use a damp cloth for the outside and base. Avoid abrasive cleaners or pads.\\n- Dishwasher Warning: The kettle and base should not be placed in a dishwasher as they contain electrical parts.\\n\\nDescaling Your Kettle:\\n\\nLimescale, resembling white or off-white stains, often forms at the bottom of the kettle. This is a normal buildup of minerals like calcium carbonate from water.\\n\\nSigns of Limescale: Delayed temperature reading, over-boiling, inaccurate temperatures, and reduced heating efficiency indicate scale buildup.\\n\\nDescaling Solutions: Use coffee / espresso machine descaler, vinegar, citric acid, or a commercial descaler like Urnex Dezcal.\\n\\nUsing Vinegar:\\n- Mix equal parts vinegar and water.\\n- Boil the mixture, let it sit for 30 minutes, then rinse thoroughly.\\n\\nUsing Citric Acid:\\n- Mix 500mL of water with 2 spoonfuls of citric acid.\\n- Boil, wait for 30 minutes, then rinse. Follow the product instructions.\\n\\nCaution: Do not use steel wool or abrasive brushes. They can damage the kettle and worsen limescale issues. Use a sponge or soft brush instead.\\n\\nWater You Waiting For?\\n\\nBrew It Your Way\\n\\nDJ kettle isn't just for boiling — it's your all-in-one sidekick for perfect coffee, cozy tea, quick meals, and so much more. Need hot water in a flash for noodles, oatmeal, or baby formula? Done.\\n\\nOne sleek tool, endless ways to brew.\", \"url\": \"https://lafeeca.com/products/dj-electric-kettle?srsltid=AfmBOor2wDNsS-upWLtRMj-ijC0iojbHlKyuTjUBX5CRujAK25gUxQx4\", \"with\": [\"Introducing the Lafeeca DJ Kettle, our signature creation and the world's first DJ Turntable kettle.\", \"Stopwatch: Simply flick the switch to start the Stopwatch. Utilize it to time your brew for consistent results each time!\", \"Should I lower my temperature setting at high altitudes?\", \"Caution: Do not use steel wool or abrasive brushes. They can damage the kettle and worsen limescale issues.\"], \"without\": [\"Extended Returns for the Holidays*\", \"New Arrivals\", \"French Press\", \"Cold Brew\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4035", "input": "https://www.humanscale.com/products/monitor-arms?srsltid=AfmBOorWo4qFWcX0CYcBL2fZWbAhiO3F8Xs2tZ9wE1GKgmLXE_E4u2_W", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4035\", \"ground_truth_path\": \"source/test/ground-truth/4035.json\", \"ground_truth_sha256\": \"1ef7cbd3dc8ce53929e534a75081adf8dcd4720417f32244dabcdbd96d38a888\", \"html_path\": \"source/test/html/4035.html.gz\", \"html_sha256\": \"98c9135e095d8f9f69dc8c58271f30b2393dd368c0856d585664a590d9152600\", \"page_type\": \"collection\", \"reference\": \"Monitor Arms\\n\\nChoose the right arm for your application\\n\\nM2 Pro Single Monitor Arm\\n\\nFor Monitors: 5-22 lbs\\n\\nScreen Size: Up to 43\\\"\\n\\nStarting at $434\\n\\nM8 Pro Single Monitor Arm\\n\\nFor Monitors: 9-50 lbs\\n\\nScreen Size: Up to 65\\\"\\n\\nStarting at $642\\n\\nM/Flex with M2 Pro Single Monitor Arm\\n\\nFor Monitors: 5-22 lbs\\n\\nScreen Size: Up to 43\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $646\\n\\nM/Flex with M2 Pro Single Monitor Arm with sliders\\n\\nFor Monitors: 3-12.5 lbs\\n\\nScreen Size: Up to 36\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nSlider: 4.5\\\" horizonal screen adjustment in each direction\\n\\nStarting at $658\\n\\nM/Flex with M8 Pro Single Monitor Arm\\n\\nFor Monitors: 9-50 lbs\\n\\nScreen Size: Up to 65\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $923\\n\\nM10 Single Monitor Arm\\n\\nFor Monitors: 20-48 lbs\\n\\nScreen Size: Up to 75\\\"\\n\\nStarting at $459\\n\\nM2 Pro Dual Mount Monitor Arm\\n\\nFor Monitors: 5-22 lbs\\n\\nScreen Size: Up to 43\\\"\\n\\nStarting at $574\\n\\nM8 Pro Dual Monitor arm with Handle\\n\\nFor Monitors: 1-12.5 lbs\\n\\nScreen Size: Up to 28\\\"\\n\\nStarting at $936\\n\\nM8 Pro Dual Monitor Arm\\n\\nFor Monitors: 1-12.5 lbs\\n\\nScreen Size: Up to 28\\\"\\n\\nStarting at $838\\n\\nM/Flex with M2 Pro Dual Monitor Arm\\n\\nFor Monitors: 5-22 lbs\\n\\nScreen Size: Up to 37\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $632\\n\\nM/Flex with M2 Pro Dual Monitor Arm with sliders\\n\\nFor Monitors: 3-12.5 lbs\\n\\nScreen Size: Up to 36\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nSlider: 4.5\\\" horizonal screen adjustment in each direction\\n\\nStarting at $658\\n\\nM/Flex with M2 Pro Dual Monitor Arms with Extended Reach\\n\\nFor Monitors: 5-22 lbs\\n\\nScreen Size: Up to 43\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $646\\n\\nM/Flex with M8 Pro Dual Monitor Arms\\n\\nFor Monitors: 9-45 lbs\\n\\nScreen Size: Up to 39\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $910\\n\\nM/Flex with M8 Pro Dual Monitor Arms with Extended Reach\\n\\nFor Monitors: 9-45 lbs\\n\\nScreen Size: Up to 48\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $923\\n\\nM/Flex with M2 Pro Stacked Dual Monitor Arm\\n\\nFor Monitors: 5-22 lbs\\n\\nScreen Size: Up to 43\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $1,037\\n\\nM/Flex with M8 Pro Stacked Dual Monitor Arm with Extended Reach\\n\\nFor Monitors: 9-30 lbs\\n\\nScreen Size: Up to 65\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $1,494\\n\\nM/Flex with M8 Pro Stacked Dual Monitor Arm with Fixed Depth\\n\\nFor Monitors: 9-30 lbs\\n\\nScreen Size: Up to 65\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $697\\n\\nM/Flex with M2 Pro Triple Monitor Arms\\n\\nFor Monitors: 5-22 lbs\\n\\nScreen Size: Up to 28\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $787\\n\\nM/Flex with M2 Pro Triple Monitor Arms with sliders\\n\\nFor Monitors: 3-12.5 lbs\\n\\nScreen Size: Up to 28\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nSlider: 4.5\\\" horizonal screen adjustment in each direction\\n\\nStarting at $869\\n\\nM/Flex with M2 Pro Triple Monitor Arms with Extended Reach\\n\\nFor Monitors: 5-22 lbs\\n\\nScreen Size: Up to 32\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $844\\n\\nM/Flex with M8 Pro Triple Monitor Arms\\n\\nFor Monitors: 9-30 lbs\\n\\nScreen Size: Up to 33\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $1,175\\n\\nM10 Triple Monitor Arm\\n\\nFor Monitors: 5-10.5 lbs\\n\\nScreen Size: Up to 28\\\"\\n\\nStarting at $778\\n\\nM/Flex with M2 Pro Quad Monitor Arm\\n\\nFor Monitors: 5-15 lbs\\n\\nScreen Size: Up to 37\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $1,123\\n\\nM/Flex with M2 Pro Quad Monitor Arm with sliders\\n\\nFor Monitors: 3-12.5 lbs\\n\\nScreen Size: Up to 38\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nSlider: 4.5\\\" horizonal screen adjustment in each direction\\n\\nStarting at $1,175\\n\\nM/Flex with M2 Pro Quad Monitor Arm with Extended Reach\\n\\nFor Monitors: 5-15 lbs\\n\\nScreen Size: Up to 43\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $1,151\\n\\nM/Flex with M8 Pro Quad Monitor Arm\\n\\nFor Monitors: 9-15 lbs\\n\\nScreen Size: Up to 39\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $1,666\\n\\nM/Flex with M8 Pro Quad Monitor Arm with Extended Reach\\n\\nFor Monitors: 9-15 lbs\\n\\nScreen Size: Up to 39\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nStarting at $1,692\\n\\nM/Flex with M2 Pro Six Monitor Arm\\n\\nFor Monitors: 3-10 lbs\\n\\nScreen Size: Up to 33\\\"\\n\\nM/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\\n\\nSlider: 4.5\\\" horizonal screen adjustment in each direction\\n\\nStarting at $1,638\\n\\nAdd Ons\\n\\nFlexible accessories for your monitor\\n\\nM/Connect 3\\n\\nStarting at $300\\n\\nCentralized hub for connecting data and power to laptops and handheld devices.\\n\\nM/Connect 2 Docking Station\\n\\nDocking station that provides power delivery to devices with USB-C, USB 3.0 and Thunderbolt ports.\\n\\nAccessories\\n\\nAdditional supports and pieces for Monitor Arms.\\n\\nDesign Features\\n\\nEvery detail considered\\n\\nInstant Adjustment for Healthy Postures\\n\\nExtensive Range of Movement\\n\\nIntegrated Technology with M/Connect\\n\\nEndless Configuration with M/Flex\\n\\nEasy Assembly\\n\\nBuilt in Cable Management\", \"url\": \"https://www.humanscale.com/products/monitor-arms?srsltid=AfmBOorWo4qFWcX0CYcBL2fZWbAhiO3F8Xs2tZ9wE1GKgmLXE_E4u2_W\", \"with\": [\"M/Flex: Scalable multi-monitor arm system designed to support up to six monitors on a single post\", \"M/Flex with M8 Pro Dual Monitor Arms with Extended Reach\", \"Centralized hub for connecting data and power to laptops and handheld devices.\", \"M10 Single Monitor Arm\", \"Docking station that provides power delivery to devices with USB-C, USB 3.0 and Thunderbolt ports.\"], \"without\": [\"Sign Up for Promos & News\", \"trusted by 98% of Fortune 500 companies\", \"Design Story\", \"Number of Monitors\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4038", "input": "https://www.microsoft.com/en-us/microsoft-365/blog/2020/03/20/helping-developers-stay-productive-working-remotely/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4038\", \"ground_truth_path\": \"source/test/ground-truth/4038.json\", \"ground_truth_sha256\": \"761cd5cc580e42e37f0dafb75ccaff3309086ed82033157d49fd36be71e63ac8\", \"html_path\": \"source/test/html/4038.html.gz\", \"html_sha256\": \"d21fa28a17ac08ce66b992c481dffedc5169d6e79d9d3d7828132be20cdcdd8b\", \"page_type\": \"article\", \"reference\": \"Since Microsoft made the move to remote work two weeks ago, we’re discovering so much as a company. Last week, my colleague on our internal IT team, Nathalie D’Hers, shared nine ways her team enables tens of thousands of employees to work remotely. In her post, D’Hers mentions the unique challenges that development teams face when moving to remote work. This piqued my interest in what engineering teams at Microsoft are doing to enable remote work for devs, so I asked Aleš Holeček, Corporate Vice President of the Office Experience Organization Engineering team, to share his top tips and insights. I think you’ll find them as interesting and helpful as I did. Take it away, Aleš.\\n\\nKeeping our team productive is key to making our services work for our customers. As so much work goes online, we’re mobilizing to continue to be able to respond quickly and effectively. Here, I’ll share some of the ways we’re working to make this as seamless as possible, including early learnings on how the switch to remote work has impacted our productivity so far.\\n\\nThe impact of remote work on people\\n\\nEncouraging team culture\\n\\nSoftware development is a team sport, in which engineers need to work together to solve complex problems. At Microsoft, that usually means working together in collaborative environments. When we work remotely, we lose the ability to pop over to someone’s desk, walk the halls, and gather for group lunches. This makes it all too easy for team members to become disconnected. To retain a collaborative team environment, we have established team practices, including:\\n\\n- A culture channel in Microsoft Teams to use for virtual “water cooler” hangouts.\\n- Virtual lunches and coffee breaks.\\n- Outdoor walks during check-in calls with teammates.\\n- A conference call bingo board, with things like “dog barking,” “kid wanders in,” etc.\\n\\nStaying informed\\n\\nKeeping employees informed is a key aspect of remote work. Our team created an online list of helpful information—from remote-work pointers and company-wide guidance to current hardware and tips for self-hosting. It’s updated daily, if not hourly, with the latest information as we get it.\\n\\nResources\\n\\nThere are many great articles out there that can help your people work remotely. We recommend this post from Scott Hanselman in our Developer Division. He’s worked remotely for the last 13 years and just dusted off his best practices to share with people making the shift. (Scott also kicked off a great Twitter thread showcasing home-office setups for developers.)\\n\\nRemote-friendly tools and processes\\n\\nOur work no longer stops while we’re at home. Here are a few ways we optimize our engineers for remote work.\\n\\nTech setup\\n\\nWe start with their tech setup, making sure they have the right hardware and network connections. Most of our engineers already have a Microsoft-provided laptop to enable them to perform their duties remotely. We’ve also encouraged employees to bring monitors, hardware, and peripherals to mimic their work configurations in the office. This is especially important for developers who use two- or three-monitor configurations.\\n\\nLast week, we shared The top 9 ways Microsoft IT is enabling remote work, which covers IT scenarios in depth. Here are three key remote-access learnings for development teams.\\n\\n1. Developers who work exclusively on desktops should be given corporate laptops with a Windows Virtual Desktop solution that allows them to remote into their dev environment.\\n2. If that’s not feasible, then we recommend setting up a Hyper-V virtual machine (VM) on their home machine and having the VM managed for direct VPN and remote work.\\n3. For those who don’t need direct access to remote resources, or have the hardware to support VMs, cloud services can help. Visual Studio Online is a service that creates cloud-hosted dev environments from any hosted Git repo. You can connect to these environments directly from Visual Studio Code, which provides an experience that looks and feels local. For tasks that require access to specialized hardware, devs can link their existing machine to Visual Studio Online.\\n\\nShipping\\n\\nNext, we need to maintain our well-established rhythms for shipping software. Our engineering teams rely on regular team stand-up and ship-room meetings to keep everyone moving forward. These meetings can’t—and don’t—stop. Instead, we’ve moved them exclusively to Microsoft Teams. In addition to being the hub for remote meetings, Teams has apps specific to software development, such as Azure Boards for planning and tracking work, and Microsoft Whiteboard, which lets meeting participants sketch out flows and map ideas. These tools help bring our team members together as though they were in the office.\\n\\nPeer learning\\n\\nWorking remotely can be a challenge for developers who participate in peer reviews or pair programming, where they would normally sit side by side and learn from one another. Our developers use Visual Studio Live Share for joint debugging sessions and peer learning. Live Share allows developers to work both together and independently, and feels a lot like in-person collaboration.\\n\\nHiring\\n\\nHiring is another essential process that can’t be put on hold while we work remotely. We’ve found it helpful to use Live Share for technical interviews, allowing us to engage and communicate with candidates using tools they’re already comfortable with.\\n\\nDevelopers collaborating in real time, between Visual Studio and Visual Studio Code.\\n\\nWhat we’ve learned so far\\n\\nLike you, we’re learning as we go. However, we are heartened by an early look at the numbers relating to engineering productivity during this period of remote-first work. Across Microsoft, we are tracking the number of times engineers submitted changes to the computer code the company uses—a proxy for productivity. The chart below shows completed pull requests by week, starting at the beginning of the year. Measuring completed pull requests is a good indicator of whether we’re maintaining our developer velocity:\\n\\nTrend of completed pull requests company-wide.\\n\\nAcross work items, commits, and pull requests, we’re not seeing any declines. If anything has changed, it’s a shift in activity during the day, with activity starting earlier and finishing later, and with lower “peaks” in the middle of the day. The chart below shows builds by engineer per hour in Office Engineering:\\n\\nBuilds per engineer per hour—Office Engineering organization.\\n\\nEnabling a team to work remotely is an ongoing challenge, and we understand that this challenge is different for every organization. We have found that maintaining a collaborative and productive culture, empowering devs with remote-friendly tools, and watching the numbers to ensure we stay productive are all effective ways to help our engineering team move to remote work. As more organizations transition to remote work, we will keep sharing best practices, success stories, and tips to help make it a seamless, successful experience for everyone.\", \"url\": \"https://www.microsoft.com/en-us/microsoft-365/blog/2020/03/20/helping-developers-stay-productive-working-remotely/\", \"with\": [\"Keeping our team productive is key to making our services work for our customers\", \"There are many great articles out there that can help your people work remotely\", \"Working remotely can be a challenge for developers who participate in peer reviews or pair programming\", \"Builds per engineer per hour—Office Engineering organization.\", \"A culture channel in Microsoft Teams to use for virtual\"], \"without\": [\"Related posts\", \"Try Copilot Chat\", \"Share on Facebook\", \"Chief Marketing Officer, AI at Work, Microsoft\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4044", "input": "https://www.charlestoncoffeeroasters.com/brief-history-of-coffee/?srsltid=AfmBOopF3oGqvNbKG9KDw1o2zDRDW1jSLz1cvhbHYCO2T_moZvzQCJZ3", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4044\", \"ground_truth_path\": \"source/test/ground-truth/4044.json\", \"ground_truth_sha256\": \"b0a78b405dd021ef22d2b835d2b6707a95a00022321cdf97265a3b329faad3df\", \"html_path\": \"source/test/html/4044.html.gz\", \"html_sha256\": \"f41c1ac96d9c5b914a6e2d2f182b52843493c49501b9772b67b91ae1bac14159\", \"page_type\": \"article\", \"reference\": \"The history of coffee is as rich as the brew itself! The first coffee plants are said to have come from the Horn of Africa on the shores of the Red Sea. Originally, coffee beans were taken as a food and not as a beverage. East African tribes would grind the coffee cherries together, mixing the results into a paste with animal fat. Rolled into little balls, the mixture was said to give warriors much-needed energy for battle. Later, around the year 1000 AD, Ethiopians concocted a type of wine from coffee berries, fermenting the dried beans in water. Coffee also grew naturally on the Arabian Peninsula, and it was there, during the 11th century that coffee was first developed into a hot drink.\\n\\nTHE LEGEND OF THE BEAN\\n\\nThe so-called stimulating properties of coffee were thought by many during these ancient times to give a sort of religious ecstasy, and the drink earned a very mystical sort of reputation, shrouded in secrecy and associated with priests and doctors. So, it is not surprising that two prominent legends emerged to explain the discovery of this magic bean.\\n\\nAccording to one story, a goat-herder noticed that his herd became friskier than usual after consuming the red cherries of a wild coffee shrub. Curious, he tasted the fruit himself. He was delighted by its invigorating effects, and was even spotted by a group of nearby monks dancing with his goats. Soon the monks began to boil the bean themselves and use the liquid to stay awake during all-night ceremonies.\\n\\nCOFFEE AROUND THE WORLD\\n\\nThe cultivation of coffee began sometime in the fifteenth century, and for many centuries to follow, the Yemen province of Arabia was the world's primary source of coffee. The demand for coffee in the Near East was very high. The beans leaving the Yemeni port of Mocha for trade with Alexandria and Constantinople were highly guarded. In fact, no fertile plants were allowed to leave the country. Despite the restrictions, Muslim pilgrims from across the globe during their pilgrimages to Mecca managed to smuggle coffee plants back to their homelands, and coffee crops soon took root in India.\\n\\nCoffee also made its way into Europe around this time through the city of Venice, where fleets traded perfumes, teas, dyes and fabrics with Arabic merchants along the Spice Route. The beverage eventually gained popularity with the masses when street lemonade vendors began selling it in addition to cold beverages. Many European merchants grew accustomed to drinking coffee overseas and brought it back with them.\\n\\nBy the middle of the 17th century the Dutch dominated the world's merchant shipping industry, and they introduced large-scale coffee cultivation to their colonies in Indonesia on the islands of Java, Sumatra, Sulawesi and Bali.\\n\\nCoffee arrived in Latin America several decades later, when the French brought a cutting of a coffee plant to Martinique. But when a rare plant disease spread through the coffee fields of Southeast Asia in the mid-19th century, Brazil emerged as the world's foremost coffee producer, an honor the country still holds today.\", \"url\": \"https://www.charlestoncoffeeroasters.com/brief-history-of-coffee/?srsltid=AfmBOopF3oGqvNbKG9KDw1o2zDRDW1jSLz1cvhbHYCO2T_moZvzQCJZ3\", \"with\": [\"The so-called stimulating properties of coffee were thought by many during these ancient times to give a sort of religious ecstasy\", \"According to one story, a goat-herder noticed that his herd became friskier than usual after consuming the red cherries of a wild coffee shrub\", \"Coffee also made its way into Europe around this time through the city of Venice\", \"By the middle of the 17th century the Dutch dominated the world's merchant shipping industry\", \"Brazil emerged as the world's foremost coffee producer, an honor the country still holds today\"], \"without\": [\"Sign up today and receive exclusive offers, new product news and special access to local events\", \"Privacy Policy\", \"SHARE THIS ARTICLE\", \"Know Your Joe\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4048", "input": "https://www.consumerreports.org/cars/hybrids-evs/buying-guide/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4048\", \"ground_truth_path\": \"source/test/ground-truth/4048.json\", \"ground_truth_sha256\": \"9c12639b233def081bfc258615951e38ece335f388db5bc1ea902e54a8c1d75a\", \"html_path\": \"source/test/html/4048.html.gz\", \"html_sha256\": \"c38559b53d44eebd32c38d9164919cf0c2837371b55c31473147ae93e76f5fe4\", \"page_type\": \"article\", \"reference\": \"Find an Efficient Vehicle That's Right for You\\n\\nThe experts at our Auto Test Center created this guide to help you choose a reliable and cost-effective hybrid, plug-in hybrid, or electric vehicle that fits your needs, with information about fuel economy, charging, and cost savings.\\n\\nTop Hybrids/EVs Questions\\n\\nWhat's the difference between a hybrid, a PHEV, and an EV?\\n\\nWill a hybrid, PHEV, or EV save me money?\\n\\nHow does CR test and rate hybrids, PHEVs, and EVs?\\n\\nWhat's with all this EV lingo?\\n\\nWhat do I need to know about charging?\\n\\nAre hybrids, PHEVs, and EVs reliable?\\n\\nGot more questions about electrified vehicles? We have more answers.\\n\\nWhat's the difference between a hybrid, a PHEV, and an EV?\\n\\nA hybrid blends a gas engine, a small battery, and an electric motor. It doesn't need to be plugged in. A PHEV (plug-in hybrid electric vehicle) can be plugged in for 20 to 40 miles of electric-only range before the gas engine kicks in to extend the range for an additional 300 to 500 miles. An EV (electric vehicle) has a large battery and an electric motor, never uses gas, and has no tailpipe emissions.\\n\\nHybrid\\n\\nAnnual Fuel Cost: $300-$800 less than a gas car\\n\\nPrice Premium: $0-$3,000 more than an equivalent gas-only car\\n\\nRange: 300-500 miles on gas, electric power at low speeds only\\n\\n- Excellent gas mileage and lower emissions\\n- Don't have to do anything differently from a gas-only car\\n- Can cost more than gas-only models\\n- Usually aren't eligible for any tax incentives\\n\\nPlug-in Hybrid\\n\\nAnnual Fuel Cost: Depends on how often you plug in\\n\\nPrice Premium: $1,300-$14,000 more than an equivalent gas car\\n\\nRange: 20-40 miles electric, 300-500 miles gas\\n\\n- No need to use chargers when away from home\\n- May be eligible for tax credits\\n- Higher purchase price\\n- Fuel savings only if you plug in often\\n\\nElectric Vehicle\\n\\nAnnual Energy Cost: About $1,300 less than gas cars\\n\\nPrice Premium: $5,000-$15,000 more than a gas or hybrid car\\n\\nRange: 200-400 miles between full charges\\n\\n- Instant and silent acceleration, little maintenance\\n- May be eligible for tax credits\\n- Higher purchase price, and may require home charger install\\n- Can require long charging stops on a trip\\n\\nWill a hybrid, PHEV, or EV save me money?\\n\\nSee how gas and electricity costs will add up over five years based on vehicle type. Calculations for specific models can be found in our car comparison tool. Plus, check our incentive finder to see what savings you might be eligible for.\\n\\nCalculations are based on general fuel mileages of 27 mpg for gas vehicles, 37 mpg for hybrids, and 3.0 m/kWh for electric vehicles. Plug-in hybrids are split at 25% of mileage at 34 mpg and 75% of mileage at 2.8 m/kWh. Savings are derived from the most costly option. Interactive by Andy Bergmann.\\n\\nHow does CR test and rate hybrids, PHEVs, and EVs?\\n\\nWe buy all the cars we test, putting them through their paces at our 327-acre Auto Test Center. For hybrids and PHEVs, we do fuel economy tests that reflect real-world driving, while EVs get even more unique evaluations.\\n\\nHighway range testing\\n\\nWe want to know how long you can go between charges on a road trip, so we measure the range of every EV we test at highway speeds. We set the cruise control to 70 mph and record how many miles we can go until the battery is empty.\\n\\nHow fast it charges\\n\\nOn our vehicle model pages, we show how long it takes to charge the battery at a variety of chargers, from high-speed to slower and more common chargers. We score a car based on how quickly you add miles to its range and measure how long it takes to charge a PHEV with the included wall charger.\\n\\nEase of charging\\n\\nIs the charging port easy to access? Can you quickly tell how much range is left and how long it will take to charge? Does the navigation system help you find nearby charging stations? These are just some of the questions we ask when evaluating an EV or a PHEV.\\n\\nOne-pedal driving\\n\\nMany EVs and some PHEVs allow you to speed up or slow down by using only the accelerator pedal. We evaluate how easy it is to adjust this feature, and how smoothly drivers can slow down and stop.\\n\\nWhat's with all this EV lingo?\\n\\nScratching your head over some of the acronyms and techy auto terms in this buying guide? Here's your crib sheet.\\n\\nkW\\nKilowatt, or one thousand watts. The unit for electrical power. For EVs, it is used to express the power output of an on-board charger or electric motor (which can be converted to horsepower).\\n\\nkWh\\nKilowatt hour. A unit of energy that is stored inside a battery. Think of it like a gallon of gasoline.\\n\\nMPGe\\nMiles per gallon equivalent. Used to estimate the equivalent energy use of PHEVs and EVs to compare to cars without plugs. Importantly, not the same as a PHEV's gas-only mpg.\\n\\nmi/kWh\\nMiles per kilowatt hour. The EV version of MPG, this is miles traveled per unit of energy (kWh) in the battery. A higher number means greater efficiency. Typical numbers range between 2.0 and 4.0 mi/kWh.\\n\\nGas-only mpg\\nThe gas mileage a PHEV gets when its battery is spent.\\n\\nLevel 2 charger\\nA 240-volt charger that can be installed at home or in public. Adds 20 to 30 miles of charge per hour, and can fully charge an EV's battery overnight.\\n\\nDC fast charger\\nA public charger that can add between 100 and 200 miles or more to an EV's battery in 30 minutes. They usually cost money to use and are not as common as Level 2 chargers.\\n\\nMax acceptance rate\\nThe maximum power a vehicle can accept from a charger. EVs have two separate ratings for DC fast and Level 2 charging. PHEVs generally have only a Level 2 max acceptance rate.\\n\\nRegenerative brakes\\nCapture momentum to create electricity as the car slows down or coasts. Used on hybrids, PHEVs, and EVs.\\n\\nOne-pedal driving\\nUsing regenerative brakes, the driver can speed up or slow down just by modulating the accelerator pedal.\\n\\nWhat do I need to know about charging?\\n\\nIf you're buying an EV (or even a PHEV), you need to know about charging. Here are some of the essentials.\\n\\nWhat's the difference between chargers?\\n\\nEVs have one of three kinds of plugs. Tesla uses NACS (North American Charging Standard) for both Level 2 and DC fast charging. Many other automakers plan to use this kind of plug on newer vehicles. For DC fast charging, most non-Tesla EVs made before 2025 have an SAE/CCS combo plug. With a converter, CCS (Combined Charging Standard) can be used by Tesla models, and some Tesla chargers can be used by CCS cars.\\n\\nHow can I charge a PHEV?\\n\\nBecause they have smaller batteries, PHEVs take less time to charge at a Level 2 outlet than a pure EV. Many PHEVs can also be charged overnight at regular household 120V outlets using a mobile charging cable that comes with the car. Most PHEVs cannot be charged at DC fast chargers.\\n\\nHow much does it cost to install a charger at home?\\n\\nYou'll need a professional electrician to install a Level 2 charger. Expect to pay about $500 to $1,200 for the work, plus $500 to $700 for the wall-mounted charging unit. A wiring upgrade may be needed in older homes and could cost thousands more. There are federal, state, and local incentives that can significantly reduce the cost of installing a charger at home. Some automakers and power companies also offer discounts.\\n\\nHow do I charge when I am traveling long distances?\\n\\nMost EV charging takes place at home. If you're taking a longer trip, however, you'll benefit from one of the 32,000 public DC fast-charging stations across the country. Many of these are designed for Tesla vehicles. More DC fast chargers are being built, and most are available near major highways. PHEVs can just go to a gas station when on a trip.\\n\\nWhy do I need a charging app?\\n\\nBecause public charging stations aren't as common (or as reliable) as gas stations, apps such as A Better Route Planner are necessary to help you find a working charger on your route and let you know how busy it is. Once you're there, apps associated with the charging provider, such as Electrify America or EVGo, allow you to activate the charger and pay for the electricity you use.\\n\\nWho can charge at a Tesla Supercharger?\\n\\nTesla owners have access to a network of Tesla Supercharger DC fast-charging stations, and we have found that they make topping up a Tesla seamless, convenient, and relatively quick. Owners of other EVs rely on a patchwork of chargers that aren't always convenient to access and may not be in working order. Tesla has begun allowing other EVs to charge at some of its Superchargers and says it plans to open more.\\n\\nAre hybrids, PHEVs, and EVs reliable?\\n\\nConsumer Reports' annual car reliability survey reveals how they hold up.\\n\\nHybrids are extremely reliable\\n\\nHybrids, which combine a gas engine, electric motor, and battery, have 15 percent fewer problems on average than gas-only cars, according to our latest survey.\\n\\nPHEVs reliability has more in common with EVs than hybrids\\n\\nPHEVs may seem similar to hybrids, but they can be significantly more complex. Unlike traditional hybrids, PHEVs can be plugged in for a short electric-only range. Besides just driving the vehicle, plug-in hybrids need to charge the battery, and heat and cool the cabin without relying on the engine.\\n\\nSome EVs are more reliable than others\\n\\nOn average, electric vehicle owners continue to report far more problems with their vehicles than owners of gas-only cars or hybrids. In fact, EVs and PHEVs have about 80 percent more problems on average than gas-only cars. The majority of issues with EVs represent growing pains from all-new vehicle designs loaded with all the latest technologies.\\n\\nOur reliability survey data is extensive\\n\\nEvery year we ask our members about problems they've had with their vehicles in the previous 12 months. This year, we gathered data on approximately 380,000 vehicles, examining 20 trouble areas, ranging from nuisances—such as broken interior trim—to major issues, including engine, transmission, EV battery, and EV charging problems.\\n\\nGot more questions about electrified vehicles? We have more answers.\\n\\nBelow, you can find answers to some of the most commonly asked questions about hybrids, PHEVs, and EVs.\\n\\n10 Best Deals on Electric Vehicles\\n\\nFederal tax credits have expired, but it is still a great time to buy an electric vehicle, with some automakers offering their own rebates that knock thousands off the sticker price.\\n\\nWhich EVs have the longest ranges?\\n\\nIf you're planning on taking road trips or want to go long distances between charges, these are the vehicles that can get between 250 and more than 400 miles on a single charge.\\n\\nHow do temperatures affect an EV's range?\\n\\nThere are many reasons why EV ranges drop in cold conditions. In our winter testing, we found that cold weather saps about 25 percent of range when cruising at 70 mph compared with driving in the same conditions during mild weather in the mid-60s.\\n\\nHow reliable are EVs, PHEVs, and hybrids compared with gas vehicles?\\n\\nHybrids are some of the most reliable vehicles on the market. But PHEVs and EVs lag behind gas cars. Our experts share why.\\n\\nHow much do EVs cost to maintain?\\n\\nEVs have fewer moving parts than gas-powered vehicles, so you'll spend less on routine maintenance. But you'll still have to pay attention to your tires, suspension, and other wear-and-tear items.\\n\\nWhich new EVs are coming soon?\\n\\nThere are more and more electric cars on the market every year. Some come from legacy automakers, others from new startups. We take a look at new models that will be available in the near future.\", \"url\": \"https://www.consumerreports.org/cars/hybrids-evs/buying-guide/\", \"with\": [\"What's the difference between a hybrid, a PHEV, and an EV?\", \"We buy all the cars we test, putting them through their paces at our 327-acre Auto Test Center.\", \"How do I charge when I am traveling long distances?\", \"EVs have fewer moving parts than gas-powered vehicles, so you'll spend less on routine maintenance.\", \"PHEVs may seem similar to hybrids, but they can be significantly more complex.\"], \"without\": [\"Pickup Trucks\", \"Sign In\", \"Donate\", \"Newsletter\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4050", "input": "https://www.drinco.com/stainless-steel-double-wall-vacuum-insulated-water-bottle-32oz/?srsltid=AfmBOor63ZQaO5Gg3UTscZzQh2NDua8OSDfoy7lGR3J3qrXdhh3N5b8S", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4050\", \"ground_truth_path\": \"source/test/ground-truth/4050.json\", \"ground_truth_sha256\": \"2de201e446f369000bcdde09dada32bd80d8a29a78ab675105219dca9ba7d7df\", \"html_path\": \"source/test/html/4050.html.gz\", \"html_sha256\": \"9567b21ed98bb7cd86e5a22fb12b08e88d04d69da151099c37117bdc81730260\", \"page_type\": \"product\", \"reference\": \"✅ PREMIUM QUALITY: The Drinco thermos bottle is constructed with rust-resistant (18/8) food-grade stainless steel body, a material lauded for its durability. The powder coating paint treatment makes the bottle virtually indestructible, scratch resistant and restricts temperature transfer.\\n\\n✅ SUPERIOR INSULATION: Double walled vacuum construction made from copper coating helps the bottle to retain the heat. Effective insulation with a sport lid helps to maintain the temperature up to 24 hours for cold and 12 hours for hot beverages. These premium quality water bottles are safe and easy to clean.\\n\\n✅ COMPATIBLE & USER-FRIENDLY: Our vacuum insulated water bottle is designed with a wide mouth simple modern silhouette and comes with a textured grip for sweat-free. It comes with a sport top which keeps your beverage safe and its compact shape fits into your hand.\\n\\n✅ ENVIRONMENTALLY- FRIENDLY: Take our bottles along with you and keep yourself hydrated and enjoy every sip of your beverage. Our product is BPA free and complies with FDA standard. Say no to one-time use bottle with these insulated bottles. It's less harmful to the environment and is a better option than those single-serving containers.\\n\\n✅ 100% SATISFACTION GUARANTEED: Your satisfaction is our top priority, and we are committed to providing 100% satisfaction to all our customers. We offer an only genuine quality product. But if in any case you are not satisfied with the quality of our product feel free to reach us, we are happy to help you in every possible way.\\n\\nGreat product!\\nQuick delivery. Product as advertised! Very impressed with the length of time it keeps ice cubes solid in the heat. Very well insulated!\\n\\nSame deAl?\\nI like product. Unfortunately it fell in the lake. Any chance I can replace for same deal I paid?\\n\\nGood Quality\\nDrink stays cold longer than 24 hours\\n\\nBest So Far\\nThis is one of the best water bottles I ever bought. I am impressed with your products I bought so far. I have bought 4 products within a span of 3 weeks or so. The products are durable and feel strong. All I have used it for is to store cold water and ice. There have been times when the ice never melted even after 16 hours or so. I will always recommend your products.\\n\\nGreat Cups\\nGreat cups for work! I work in a hot warehouse and it keeps my ice all day! No leaks when i put it in my lunch bag either so thats a plus!\\n\\nIt Works Great\\nThe drink set is amazing my wife love the color, it keep the hot and cold in good temperature for a good time. I lost the plastic ring for the mouthpiece where can I find replacement?\\n\\nBest Water Bottle Ever!\\nThis I use to keep my ice water cold. Those keeps it colder for over 24 hours. I'll be buy more of these bottle. It's good.\\n\\nGreat Product!\\nPurchased this bottle for my husband. He wanted one large enough that he couldn't lose it (like many others). And this fit the bill, so to speak. It's a great color and will be easy enough to care for and use.\\n\\nGreat Bottle.\\nGreat bottle, really does keep the liquid inside cold for a long time and it's very durable. Only wish there was a rubber grip, because the outside gets hot and cold depending in the outside weather\\n\\nPerfect water bottle for the whole family!\\nI purchased one of these bottles for my son and liked it so much that I ended up purchasing 3 more (for all members of our family). This bottle is leak-proof, durable and keeps liquids cold for many hours- even when left in a hot car. I could not ask for more.\", \"url\": \"https://www.drinco.com/stainless-steel-double-wall-vacuum-insulated-water-bottle-32oz/?srsltid=AfmBOor63ZQaO5Gg3UTscZzQh2NDua8OSDfoy7lGR3J3qrXdhh3N5b8S\", \"with\": [\"Double walled vacuum construction made from copper coating helps the bottle to retain the heat\", \"Our product is BPA free and complies with FDA standard\", \"Great cups for work! I work in a hot warehouse and it keeps my ice all day!\", \"This bottle is leak-proof, durable and keeps liquids cold for many hours- even when left in a hot car\"], \"without\": [\"Add to Wishlist\", \"Your shopping cart is currently empty\", \"Leave a Review\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4051", "input": "https://podenergy.com/guides/your-guide-to-choosing-an-ev?srsltid=AfmBOorhfDqMziMKLsdyLLwLRD7ZS7HLaoeMqOEftExeFDPLuXI5zKtv", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4051\", \"ground_truth_path\": \"source/test/ground-truth/4051.json\", \"ground_truth_sha256\": \"5f587e538263f9fe89515df13cbee48efb93abccfafa692cf18fa7704390a9c3\", \"html_path\": \"source/test/html/4051.html.gz\", \"html_sha256\": \"b20a01b7383a5488fba7f16e646ee194e72527975ce7863686b6be39fcc978f0\", \"page_type\": \"article\", \"reference\": \"Everything you need to know about electric vehicles (EVs), helping you make the right choice when switching to a greener way of driving.\\n\\n12 Nov 2025\\n\\n8 min read\\n\\nSummary\\n\\nBefore choosing an EV, you should consider how you’ll fund the purchase, what your driving habits are and what range will meet your needs.\\n\\nWhy choose an EV\\n\\nIf one thing’s for certain, the future of transport will be electric. The number of EVs on UK roads continues to reach new heights, with a record 315,000 new electric cars registered in 2023. That’s 18% up from the previous year.\\n\\nThe incoming 2035 ban of new internal combustion engine (ICE) cars, like diesel and petrol, will make the switch to electric driving even more attractive and affordable.\\n\\nAs the future of transport is shaping up to be more sustainable, choosing an EV could be a smart way to future proof your vehicle in a world that is moving away from fossil fuels and toward renewable energy.\\n\\nWhat type of EV do you want to purchase?\\n\\nBattery electric vehicle\\n\\nA battery electric vehicle or BEV is 100% powered by a battery that stores and releases energy to work an electric motor. It’s the most sustainable way of driving, especially when charged using renewable energy from sources like solar, wind, hydro or biomass.\\n\\nMost BEVs offer ranges of 250 miles or more on a single charge, which is plenty for daily commutes, school runs and trips to the shop. With some strategically placed public rapid charging stops, you can travel longer distances without significant disruptions.\\n\\nHowever, a BEV may not be the best option for you if you regularly tow caravans or trailers, as most aren’t approved for towing or have a limited towing capacity when compared to diesel cars.\\n\\nFull or mild hybrids\\n\\nHybrid vehicles use a combination of electric motor and internal combustion engine to power their driving. They still rely on petrol and diesel, making them a lot less sustainable than fully electric cars.\\n\\nNot all hybrids are made the same. You have to charge a mild or plug-in hybrid with a chargepoint, while full hybrids recharge their small batteries with the energy generated from driving on petrol or diesel fuel and from braking.\\n\\nIf you frequently drive on the motorway, a hybrid car may not be the best choice for you. They’re less efficient in this scenario, meaning you’ll use more fuel than in an urban environment.\\n\\nNot sure how to choose a car that’s right for you? Find out more about the different types of hybrid vehicles and the pros and cons of each EV in our guide on buying a hybrid vs electric car.\\n\\nHow to purchase an EV\\n\\nPersonal Contract Purchase (PCP)\\n\\nPCP is a popular car financing method, allowing you to pay a relatively small deposit and make monthly payments throughout the contract. At the end of the term, you have the choice to return the car or pay the remaining balance in full to keep it.\\n\\nPersonal Contract Purchase offers flexibility, because you can change your car every few years. You could upgrade to a newer EV with the latest technology and increased range, or get a car with more boot space or seats to better fit your needs.\\n\\nIf you plan to keep your EV for a long time, PCP may not be the cheapest road to ownership. Throughout the contract term, you’ll have a set annual mileage limit, and any mileage accrued outside this limit will be charged at a per mile rate.\\n\\nHire purchase (HP)\\n\\nHire purchase is more akin to a standard loan you might take out with a bank. Set over a number of years, you’re charged interest while you pay down the loan balance until it hits zero. Once the loan is fully paid, you own your EV.\\n\\nThe benefit of HP is that it comes without mileage limits and gives you full ownership at the end of the contract term.\\n\\nOne downside to HPs is that they tie you to one EV, meaning you can’t easily return and upgrade to benefit from new technology or better battery range. Instead, you’d have to sell your EV to get money for a new car.\\n\\nLeasing\\n\\nThink of leasing like renting. You pay a deposit and make monthly payments for a few years. At the end of the term, you return the vehicle and have the opportunity to switch to another EV.\\n\\nThis gives you the advantage of staying on top of the newest innovation in the electric vehicle industry, as you can change your EV at the end of the term. Leasing contracts sometimes have the option to include maintenance and servicing for an additional fee.\\n\\nStill, if you expect to rack up a high annual mileage or own your EV for a long time, leasing is more expensive than other financing options.\\n\\nBuying outright\\n\\nBuying your EV outright means you pay for the full list price upfront, without financing. You’ll own the car instantly with just one payment.\\n\\nPurchasing outright avoids any extra cost incurred by interest fees, so you pay less than you would using a loan.\\n\\nThe main drawback is that you’ll need a substantial amount of money for an outright purchase.\\n\\nSalary sacrifice\\n\\nYour employer leases an EV for you and deducts the monthly cost from your pre-tax pay, resulting in tax savings.\\n\\nSalary sacrifice can be cheaper than leasing and often includes a service and maintenance package in your monthly deduction.\\n\\nSimilar to leasing, you have the benefits of swapping your car to a newer model every few years. However, if you leave your job, you may not be able to keep your EV.\\n\\nLearn more about different purchasing options in our EV leasing vs buying guide.\\n\\nConsiderations when purchasing an EV\\n\\nYour travel habits\\n\\nThink about how often you drive and what distance you typically travel. You may be pleasantly surprised by how little you’ll have to charge a battery EV to do your normal journeys.\\n\\nWhile battery EVs tend to have a lower range than equivalent ICE cars, the average car drives around 127 miles per week. A modern battery EV with a range of 250 miles will easily cover this mileage on a single charge, so you won’t have to worry about range anxiety.\\n\\nThere are many mid-range models with ranges of 300 and more miles. High-end models like the Mercedes-Benz EQS even go up to around 450 miles with a fully charged battery.\\n\\nDrivers who clock up more mileage than the average person will have to consider more frequent charging stops to keep their EVs running.\\n\\nCharging availability\\n\\nYou may assume that driving an BEV is only feasible for people who live in a house with a drive, so they can easily charge their car at home, but that’s not true.\\n\\nThere are ways to charge an EV without a driveway that are practical and affordable:\\n\\nDestination chargers in places like supermarket car parks allow you to top up your battery while shopping\\n\\nWorkplace chargers are sometimes free or offered at a low-cost rate, so you can charge while in the office\\n\\nOn-street chargers are less common, but make it possible to park on a public street and charge at the same time\\n\\nFast and rapid chargers tend to be more expensive, so they wouldn’t be suitable for your day-to-day charging needs, but they can be useful when you’re doing longer trips.\\n\\nPeople living in flats or rented accommodation are incentivised to install home chargers, too. They must have off-street parking and meet a number of other criteria to receive up to £350 off the cost of installing and buying a home charger like the Solo Charger.\\n\\nUpfront cost\\n\\nEVs generally have a higher list price than similar petrol or diesel cars. Spreading the cost of buying an EV over a number of months with financing options like PCP or HP can make ownership more affordable.\\n\\nTip: Thinking of getting a home charger? You could pay for your Solo charger with Klarna in manageable instalments over 30 days up to 36 months.\\n\\nLong-term savings\\n\\nLet’s be clear, you can make real long term savings when switching from an ICE car to drive an EV on renewable energy. You save the most when charging at home and follow simple tips to maximise your EV range, such as accelerating gently and moderating your speed.\\n\\nFollowing this advice, driving an EV will cost you less than using a similar petrol or diesel car.\\n\\nHome charging opportunity\\n\\nReady to go electric? Make the most of battery-powered driving with a Solo home charger for your EV.\\n\\nDiscover the benefits of home charging and start your Solo home charger order today.\", \"url\": \"https://podenergy.com/guides/your-guide-to-choosing-an-ev?srsltid=AfmBOorhfDqMziMKLsdyLLwLRD7ZS7HLaoeMqOEftExeFDPLuXI5zKtv\", \"with\": [\"Before choosing an EV, you should consider how you’ll fund the purchase, what your driving habits are and what range will meet your needs.\", \"Hire purchase is more akin to a standard loan you might take out with a bank.\", \"There are many mid-range models with ranges of 300 and more miles.\", \"Discover the benefits of home charging and start your Solo home charger order today.\"], \"without\": [\"Toggle tabs as a menu\", \"Getting installed\", \"Gender pay gap\", \"About Pod\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4052", "input": "https://www.topgear.com/car-news/electric/top-gears-top-20-electric-cars", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4052\", \"ground_truth_path\": \"source/test/ground-truth/4052.json\", \"ground_truth_sha256\": \"79d4599e3326059d244fe0c860948f071f5e731e3012bb38546b291245f5012a\", \"html_path\": \"source/test/html/4052.html.gz\", \"html_sha256\": \"d4f18a8a18a7eb81b83e7f20aa06a32a73b8b186250150585ba9c73115a0cdff\", \"page_type\": \"article\", \"reference\": \"Looks like this 'electric' thing is here to stay. Here then, are some really good ones\\n\\nKia PV5\\n\\nThis is another immensely impressive entry from a brand that can do little wrong of late. As a big family car, it's compelling: refined, interesting and preposterously spacious. It makes the cookie cutter crossovers that dominate our roads look cramped and unimaginative and makes the brilliant ID. Buzz look wildly overpriced.\\n\\nVolvo EX90\\n\\nSmooth and silent on the road, it's a pleasure to drive, more wieldy than you might expect for its size and weight. It's easy to see out of, undemanding and consumes long journeys with ease and in spectacular comfort. The massage seats are some of the best we've ever come across. Irrelevant? Not if you're a parent. Little luxuries help assuage the squabbling in the back. And in the EX90 little luxuries are everywhere you look.\\n\\nSkoda Enyaq\\n\\nSkoda nailed the electric family SUV blueprint with the Enyaq, and this facelifted version is even better. It's smarter looking than before, goes further than before, and costs around the same as before.\\n\\nKudos, then, to Skoda for not trying to rewrite the rulebook here. It didn't need to, and the result is a car that remains a smarter buy than the equivalent Volkswagen or Audi – it drives just as well, the interior is less annoying and more practical, and the price tag is smaller. Yeah, we're trying to work out what the catch is as well...\\n\\nPolestar 4\\n\\nThe Polestar 4 is fun and interesting, and has a distinctive design. The interior is lovely, and very roomy. The overall vibe is relaxed, provided you're not frustrated by elements of the interface. The single-motor version is relaxing to drive too, but you do get a better car for paying extra for the faster version – which is actually quite unusual in the world of EVs.\\n\\nKia EV6\\n\\nDistinctive yet unlikely to fall off a fashion cliff, rapid in a straight line but not dynamic enough to worry a proper sports car, the EV6 carves a very different path to the Hyundai Ioniq 5 with which it shares bones and blood. And that's no bad thing. But it's also spacious, quiet and a very capable cruiser, and equipped with that 800-volt architecture that makes charging station stops quick and painless. It's one of those cars that makes you think other countries are one step behind compared to what South Korea has to offer.\\n\\nBMW i5 Touring\\n\\nThe i5 Touring was the first all-electric executive-sized estate to the market and remains the best car in its class. A rear- or dual-motor electric luxe with a 570-litre boot and more technology (and bonkers ambient lighting) than you could learn to operate in a lifetime, it's refined, comfortable, easy to drive, swift, and almost too well-equipped for its own good.\\n\\nAudi A6 Avant e-tron\\n\\nWe like the A6 e-tron, not least for the fact that it's not an SUV. How refreshing. Beyond that it fulfils its brief well, carves cleanly through the air and travels a long way between charges. It's a handsome machine that doesn't try too hard to be an aero car, is super-smooth and refined and drives much like the big Audi saloons you've seen before.\\n\\nPolestar 2\\n\\nWe love the Polestar 2 because it's handsome, the build quality will give Audi drivers PTSD, and there's a real sense of humility about the car. It's been designed to work seamlessly, not to wow you with gimmicks then wind you up further down the line. Single Motor iterations make it more accessible for most too.\\n\\nPorsche Macan\\n\\nPorsche hasn't dulled the Macan's sheen with the switch to electric. If you want an incredibly well-rounded daily to deal with everyday life, the Macan stands out. It's fast, comfortable, well-made and eminently practical - even more so than the ICE versions - and in Turbo form it'll stay with a serious sportscar.\\n\\nThe main thrust is really the breadth of ability rather than one big headline; a comfy car in town with enough handling finesse to make it fun on a twisty bit of road. Where other mid-sized electric SUVs run out of ideas, the Macan gets going. It's not cheap, but an absolutely solid effort from Porsche, and best-in-class.\\n\\nRenault 4\\n\\nThe new Renault 4 combines dynamic talent with an admirable amount of suppleness over the UK's often cratered road network. That's a hard trick to pull off. And while the design isn't as purposeful as the R5's, it's recognisably different from the waves of generic-looking stuff washing up in dealers all over the country, with marvellous detailing inside and out. If you're not keen at first, give it time… it'll grow on you.\\n\\nAnd there's goodness in the R4 that goes beyond design: the interior is sublime, the tech is well executed, it's value for money and (most importantly of all) unfailingly uplifting to drive. Renault has hit another home run with this.\\n\\nDacia Spring\\n\\nThe Spring's appeal is that it's everything that many electric cars aren't: it's not over-wrought or heavy-handed, it's honest and enjoyable and manages to keep the dream of a low impact electric car alive and proves to everyone else it is possible for a battery electric vehicle to weigh largely the same as its petrol equivalent. Well done Dacia, let's hope that where you lead, others will follow.\\n\\nSkoda Elroq\\n\\nThe Skoda Elroq is an overdose in competence. If you can imagine such a thing. It religiously follows the path walked by the Enyaq before it, and for that reason it majors in just about every department that could matter to someone in the market for a sensible, mid-size electric car that doesn't break the bank nor originate from the land of the Great Wall. Add its confident styling into the mix and Skoda appears to have nailed it yet again.\\n\\nKia EV3\\n\\nThe EV3 is just so roundly, crushingly competent in the same way a Golf used to be. Keenly priced and promising not to depreciate like a dropped ice lolly on a beach. Easy going and comfy to drive. Right-sized for families and not too bloated to park. It's a roundly thought-out bit of kit as a 'car'. And it doesn't trip up when you factor in the 'electric' bit – adequate performance, strong range, and the ability to accept a speedy recharge. Not a given in an entry-level EV.\\n\\nMG4\\n\\nHere's a Chinese EV that defies Chinese-EV stereotypes. It's not generic to look at, not dull to drive, and not absurdly cheap. It's quite a lively feeling rear-drive hatchback. It has now had its mid-life refresh. Most of the upgrades are to the cabin: displays, seats, switchgear and materials. Oh and model for model, prices are cut for the facelift too.\\n\\nTesla Model 3\\n\\nThis is the future we were promised – a car with sentience, a sense of humour, and a fresh take on the old norms. After trying this, your old repmobile will just feel a bit dull. The Model 3 has been in production since mid-2017, but even heading into old age, nothing on the market has yet managed to beat it on all fronts. While not without flaws, it is quite simply one of the most interesting, compelling cars in the world right now. We might even look back on it as the car that changed the way we all drive.\\n\\nTesla Model Y\\n\\nA massive improvement to the Model Y from Tesla. It may have taken the company a while to react to the feedback, but they've got there in the end. The new Model Y is quieter, more efficient, calmer to drive and nicer to be in. The only issue is that where it was a good distance from the competition, it's now just about keeping ahead of the curve, and the initial surprise and delight is gone.\\n\\nPorsche Taycan\\n\\nThis unusual four-door electric GT is an alluring combo of style, interior well-being, comfort and technology for an everyday car. The improved range and charging makes this year's version even more compelling.\\n\\nThat's probably a solid set of reasons to buy it. Wrap all that around the Taycan's magnificent capacity to devour interesting roads and it's a compelling machine indeed.\\n\\nRolls-Royce Spectre\\n\\nElectric has enriched the Rolls-Royce. It's still a galloping, ocean-going, 24-carat indulgence, but with a tasteful specification it's just about possible to swerve absolute vulgarity.\\n\\nIt's rich in the decadence of the so-called glory days but gratifyingly simple to operate. While other manufacturers wrestle with the conundrum of transposing their family heirloom values into an electric future, the age of electric propulsion will suit Rolls-Royce very well indeed.\\n\\nHyundai Ioniq 5 N\\n\\nRight now, the Ioniq 5 N is an electric car that's as involving as a really good petrol car. In some ways it does that by brazenly impersonating a petrol drivetrain. The surprising thing is that's absolutely not just a gimmick.\\n\\nThen in corners it has some original tricks of its own. It's not just fast, it's confident and playful so it's fun even when it's not going fast. It's useful and versatile too.\\n\\nSo it has many of the talents you expect from an electric car, and many more that so far are unique in EVs. Which makes us call it a new and brilliant chapter.\\n\\nRenault 5\\n\\nThe R5's not the first premium-retro EV. It shares with the Mini and Fiat 500 a knowing silhouette, lavish external jewellery and a smart, cheery cabin. But it's bigger than a Fiat 500 and goes further, and it's more practical than the Mini and copes better with bumpy roads.\\n\\nIt's not the cheapest EV either. But looking at performance and range, it's right in the sweet spot, and the bi-directional charging could help subsidise your outlay. Most of all it feels consistent: as charming to drive as it is to look at and to sit in. Your first love should last.\\n\\nBMW iX3\\n\\nThe new iX3 manages to expunge many or all of the annoyances of new-age EVs. It doesn't feel heavy or numb to drive. It charges super-fast, and it's efficient so needs to charge less often than rivals. The control system is intuitive. The driver assist doesn't drive you bananas.\\n\\nThe Neue Klasse isn't trying to be different or shocking. It's like a BMW; just a fabulously good one. An emphatic leap more intuitive, rewarding, precise and involving (yet relaxing) than the rest of today's BMW crossovers.\", \"url\": \"https://www.topgear.com/car-news/electric/top-gears-top-20-electric-cars\", \"with\": [\"This is another immensely impressive entry from a brand that can do little wrong of late\", \"equipped with that 800-volt architecture that makes charging station stops quick and painless\", \"The Neue Klasse isn't trying to be different or shocking. It's like a BMW; just a fabulously good one\", \"the build quality will give Audi drivers PTSD, and there's a real sense of humility about the car\", \"the bi-directional charging could help subsidise your outlay\"], \"without\": [\"Compare new car deals with leasing.com\", \"Compare used car deals with DrivenBuy.co.uk\", \"You might like\", \"More from Top Gear\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "4054", "input": "https://cloroxhomeappliances.com/products/air-purifiers/?srsltid=AfmBOoooXwffvN8vWvqmeVDQcBu7Y8INQsJQrgwA88Sjpyi9-ssLtfoJ", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4054\", \"ground_truth_path\": \"source/test/ground-truth/4054.json\", \"ground_truth_sha256\": \"6ca1fa10facac65497550027653958c490c75eab3ed4d84c019d2a7bc1584e09\", \"html_path\": \"source/test/html/4054.html.gz\", \"html_sha256\": \"455f416923dfb28aeb5697e99ef20bd719449b5f13cd14b784498573a0bc1b5e\", \"page_type\": \"listing\", \"reference\": \"Clorox air purifiers are designed with a focus on effective filtration, ease of use, and trusted brand performance. Utilizing True HEPA filtration to capture up to 99.97% of airborne particles such as dust, pollen, mold spores, and smoke, as well as tested to capture up to 99.9% of airborne viruses and bacteria.\\n\\nClorox's 360-degree air intake design, helps pull in air from all directions for more filtration. Many models also include a built in air quality sensor with auto mode, adjusting fan speed based on real time air conditions for consistent performance without manual effort. A color coded air quality display and filter replacement indicator make maintenance simple and intuitive, even for first time users.\\n\\nMedium Room Turbo Air Purifier\\n$89.99\\n\\nThe Clorox Medium Room Turbo Air Purifier captures 99.97% of allergens and particulates and reduces viruses and bacteria so you can breathe easier. The 3 stage 360 degree filter captures particulates in 3 filter layers and has a True HEPA filter.\\n\\nMedium Room Turbo+ True HEPA Air Purifier\\n$143.99\\n\\nThe Medium Room Turbo+ True HEPA Air Purifier captures 99.97% of allergens and particulates and 99.9% of viruses and bacteria so you can breathe easier.\\n\\nUltra Air Purifier with UV-C Light\\n$299.99\\n\\nThe Ultra Air Purifier with UV-C Light provides exceptional filtration beyond HEPA standards in extra-large living spaces. It captures 99.99% of airborne germs and the innovative design delivers 4 stage 360 degree purification.\\n\\nLarge Room True HEPA Air Purifier\\n$179.99\\n\\nThe Clorox Large Room Air Purifier captures 99.97% of allergens and particulates and 99.9% of viruses and bacteria so you can breathe easier. The 3 stage 360 degree filter captures particulates in 3 filter layers and includes a True HEPA filter.\\n\\nMedium Room True HEPA Air Purifier\\n$139.99\\n\\nThe Medium Room Air Purifier captures 99.97% of allergens and particulates and reduces viruses and bacteria so you can breathe easier. The 3 stage 360 degree filter captures particulates in 3 filter layers and includes a True HEPA filter.\\n\\nTabletop True HEPA Air Purifier\\n$74.99\\n\\nThe Clorox Tabletop Air Purifier captures 99.97% of particulates as small as 0.3 microns and reduces viruses and bacteria so you can breathe easier. The 2 stage 360 degree filter captures particulates in a pre-filter and True HEPA filter.\\n\\nSmart Tabletop True HEPA Air Purifier\\n$69.99\\n\\nControl the Clorox Smart Tabletop Air Purifier with voice commands via an Alexa smart speaker or the Alexa app on your phone. It captures 99.97% of allergens and particulates and 99.9% of viruses and bacteria so you can breathe easier.\", \"url\": \"https://cloroxhomeappliances.com/products/air-purifiers/?srsltid=AfmBOoooXwffvN8vWvqmeVDQcBu7Y8INQsJQrgwA88Sjpyi9-ssLtfoJ\", \"with\": [\"Clorox air purifiers are designed with a focus on effective filtration, ease of use, and trusted brand performance\", \"Clorox's 360-degree air intake design, helps pull in air from all directions for more filtration\", \"display and filter replacement indicator make maintenance simple and intuitive, even for first time users\", \"The Ultra Air Purifier with UV-C Light provides exceptional filtration beyond HEPA standards\", \"Control the Clorox Smart Tabletop Air Purifier with voice commands via an Alexa smart speaker\"], \"without\": [\"Shop Products\", \"All Products\", \"80 sq. ft. (2)\", \"Toggle menu\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4055", "input": "https://pmc.ncbi.nlm.nih.gov/articles/PMC9902068/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4055\", \"ground_truth_path\": \"source/test/ground-truth/4055.json\", \"ground_truth_sha256\": \"438675609b587b0022d3fc929c4fc2453317751861457947ff75c27bb2ef536b\", \"html_path\": \"source/test/html/4055.html.gz\", \"html_sha256\": \"6f431ad5adf02d6fd600043b801e1e3b6bc3984bc8bbc1d690015c2d5ebc197f\", \"page_type\": \"article\", \"reference\": \"Abstract\\n\\nIn addition to the apparent physical health benefits, physical activity also affects mental health positively. Physically inactive individuals have been reported to have higher rates of morbidity and healthcare expenditures. Commonly, exercise therapy is recommended to combat these challenges and preserve mental wellness. According to empirical investigations, physical activity is positively associated with certain mental health traits. In nonclinical investigations, the most significant effects of physical exercise have been on self-concept and body image. An attempt to review the current understanding of the physiological and psychological mechanisms by which exercise improves mental health is presented in this review article. Regular physical activity improves the functioning of the hypothalamus-pituitary-adrenal axis. Depression and anxiety appear to be influenced by physical exercise, but to a smaller extent in the population than in clinical patients. Numerous hypotheses attempt to explain the connection between physical fitness and mental wellness. Physical activity was shown to help with sleep and improve various psychiatric disorders. Exercise in general is associated with a better mood and improved quality of life. Physical exercise and yoga may help in the management of cravings for substances, especially in people who may not have access to other forms of therapy. Evidence suggests that increased physical activity can help attenuate some psychotic symptoms and treat medical comorbidities that accompany psychotic disorders. The dearth of literature in the Indian context also indicated that more research was needed to evaluate and implement interventions for physical activity tailored to the Indian context.\\n\\nKeywords: anxiety, depression, morbidity, mental health, physical activity\\n\\nIntroduction and background\\n\\nPhysical activity has its origins in ancient history. It is thought that the Indus Valley civilization created the foundation of modern yoga in approximately 3000 B.C. during the early Bronze Age. The beneficial role of physical activity in healthy living and preventing and managing health disorders is well documented in the literature. Physical activity provides various significant health benefits. Mechanical stress and repeated exposure to gravitational forces created by frequent physical exercise increase a variety of characteristics, including physical strength, endurance, bone mineral density, and neuromusculoskeletal fitness, all of which contribute to a functional and independent existence. Exercise, defined as planned, systematic, and repetitive physical activity, enhances athletic performance by improving body composition, fitness, and motor abilities. The function of physical activity in preventing a wide range of chronic illnesses and premature mortality has been extensively examined and studied. Adequate evidence links medical conditions such as cardiovascular disease and individual lifestyle behaviours, particularly exercise. Regular exercise lowered the incidence of cardiometabolic illness, breast and colon cancer, and osteoporosis. In addition to improving the quality of life for those with nonpsychiatric diseases such as peripheral artery occlusive disease and fibromyalgia, regular physical activity may help alleviate the discomforts of these particular diseases. Exercise also helps with various substance use disorders, such as reducing or quitting smoking. As physical exercise strongly impacts health, worldwide standards prescribe a weekly allowance of \\\"150 minutes\\\" of modest to vigorous physical exercise in clinical and non-clinical populations. When these recommendations are followed, many chronic diseases can be reduced by 20%-30%. Furthermore, thorough evaluations of global studies have discovered that a small amount of physical exercise is sufficient to provide health benefits.\\n\\nReview\\n\\nMethodology\\n\\nIn this review article, a current understanding of the underlying physiological and psychological processes during exercise or physical activity that are implicated in improving mental health is presented. Search terms like \\\"exercise\\\" or \\\"physical activity\\\" and \\\"mental health\\\", \\\"exercise\\\" or \\\"physical activity\\\" and \\\"depression\\\", \\\"exercise\\\" or \\\"physical activity\\\" and \\\"stress\\\", \\\"exercise\\\" or \\\"physical activity\\\" and \\\"anxiety\\\", \\\"exercise\\\" or \\\"physical activity\\\" and \\\"psychosis,\\\" \\\"exercise\\\" or \\\"physical activity\\\" and \\\"addiction\\\" were used as search terms in PubMed, Google Scholar, and Medline. An overwhelming majority of references come from works published within the past decade.\\n\\nThe impact of physical health on mental health\\n\\nThere is an increasing amount of evidence documenting the beneficial impacts of physical activity on mental health, with studies examining the effects of both brief bouts of exercise and more extended periods of activity. Systematic evaluations have indicated better outcomes for mental diseases with physical activity. Numerous psychological effects, such as self-esteem, cognitive function, mood, depression, and quality of life, have been studied. According to general results, exercise enhances mood and self-esteem while decreasing stress tendencies, a factor known to aggravate mental and physical diseases. Studies show that people who exercise regularly have a better frame of mind. However, it should be highlighted that a consistent link between mood enhancement and exercise in healthy individuals has not been established.\\n\\nAdditionally, human beings produce more of these two neurochemicals when they engage in physical activity. Human bodies manufacture opioids and endocannabinoids that are linked to pleasure, anxiolytic effects, sleepiness, and reduced pain sensitivity. It has been shown that exercise can improve attention, focus, memory, cognition, language fluency, and decision-making for up to two hours. Researchers state that regular physical activity improves the functioning of the hypothalamus-pituitary-adrenal (HPA) axis, lowering cortisol secretion and restoring the balance of leptin and ghrelin.\\n\\nRegular exercise has immunomodulatory effects such as optimising catecholamine, lowering cortisol levels, and lowering systemic inflammation. Physical activity has been shown to increase plasma brain-derived neurotrophic factor (BDNF), which is thought to reduce amyloid-beta toxicity linked to Alzheimer's disease progression.\\n\\nAlthough no causal correlations have been proven, methodologically sound research has discovered a related improvement in mentally and physically ill populations. These findings are based on research and studies conducted all across the globe, particularly in the Western Hemisphere. In order to address a widespread health problem in India, it is useful to do a literature review that draws on research conducted in a variety of settings. In addition, the prevalence of these mental illnesses and the benefits of exercise as a complementary therapy might be made clear by a meta-analysis of research undertaken in India.\\n\\nThis review also analysed published literature from India to understand the effects of exercise on mental health and the implications for disease management and treatment in the Indian context. Results from Indian studies were consistent with those found in global meta-analyses. The Indian government has made public data on interventions, such as the effects of different amounts of physical exercise. Exercising and yoga have been shown to be effective adjunct therapies for a variety of mental health conditions. Though yoga may not require a lot of effort to perform, other aspects of the program, such as breathing or relaxation exercises, may have an impact on a practitioner's mental health at the same time. Due to its cultural significance as a common physical practice among Indians and its low to moderate activity level, yoga would be an appropriate activity for this assessment.\\n\\nYoga as an adjunctive treatment\\n\\nAlthough yoga is a centuries-old Hindu practice, its possible therapeutic effects have recently been studied in the West. Mind-body approaches have been the subject of a lot of studies, and some of the findings suggest they may aid with mental health issues on the neurosis spectrum. As defined by the National Center for Complementary and Alternative Medicine, \\\"mind-body interventions\\\" aim to increase the mind's potential to alter bodily functions. Due to its beneficial effects on the mind-body connection, yoga is used as a treatment for a wide range of conditions. Possible therapeutic benefits of yoga include the activation of antagonistic neuromuscular systems, stimulation of the limbic system, and a reduction in sympathetic tone.\\n\\nAnxiety and depression sufferers might benefit from practising yoga. Yoga is generally safe for most people and seldom causes unintended negative consequences. Adding yoga to traditional treatment for mental health issues may be beneficial. Many of the studies on yoga included meditation as an integral part of their methodology. Meditation and other forms of focused mental practice may set off a physiological reaction known as the relaxation response. Functional imaging has been used to implicate certain regions of the brain that show activity during meditation. According to a wealth of anatomical and neurochemical evidence, meditation has been shown to have far-reaching physiological effects, including changes in attention and autonomic nervous system modulation. Left anterior brain activity, which is associated with happiness, was shown to rise considerably during meditation. There's also some evidence that meditation might worsen psychosis by elevating dopamine levels. We do not yet know enough about the possible downsides of meditation for patients with mental illness, since this research lacks randomised controlled trials.\\n\\nPhysical activity and schizophrenia\\n\\nSchizophrenia is a debilitating mental disorder that often manifests in one's early years of productive life (late second decade). Remission of this disorder occurs in just a small fraction of cases. More than 60% will have relapses, and they might occur with or without noticeable deficits. Apart from delusions, hallucinations, and formal thought disorders, many patients exhibit cognitive deficits that emerge in the early stages of the disease and do not respond adequately to therapy.\\n\\nTreatment for schizophrenia is challenging to master. Extrapyramidal side effects are a problem with first-generation antipsychotic drugs. Obesity and dyslipidemia have been related to second-generation drugs, which may cause or exacerbate these conditions. The majority of patients do not achieve complete remission, and many do not even experience satisfactory symptom relief. Even though certain antipsychotic medications may alleviate or even exacerbate negative and cognitive symptoms, these responses are far less common. This means that patients may benefit from cognitive rehabilitation. Because of their illness or a negative reaction to their medicine, they may also have depressive symptoms. This would make their condition even more disabling. Many patients also deal with clinical and emotional complications. Tardive extrapyramidal illnesses, metabolic syndromes, defect states, and attempted suicide are all in this category. Patient compliance with treatment plans is often poor. The caregivers take on a lot of stress and often get exhausted as a result.\\n\\nEvidence suggests that increased physical activity can aid in attenuating some psychotic symptoms and treating medical comorbidities that accompany psychotic disorders, particularly those subject to the metabolic adverse effects of antipsychotics. Physically inactive people with mental disorders have increased morbidity and healthcare costs. Exercise solutions are commonly recommended to counteract these difficulties and maintain mental and physical wellness.\\n\\nThe failure of current medications to effectively treat schizophrenia and the lack of improvement in cognitive or negative symptoms with just medication is an argument in favour of utilising yoga as a complementary therapy for schizophrenia. Even without concomitant medication therapy, co-occurring psychosis and obesity, or metabolic syndrome, are possible. The endocrine and reproductive systems of drug abusers undergo subtle alterations. Numerous studies have shown that yoga may improve endocrine function, leading to improvements in weight management, cognitive performance, and menstrual regularity, among other benefits. In this context, the role of yoga in the treatment of schizophrenia has been conceptualized. However, yoga has only been studied for its potential efficacy as a therapy in a tiny number of studies. There might be several reasons for this. To begin with, many yoga academies frown against the practice being adapted into a medical modality. The second misconception is that people with schizophrenia cannot benefit from the mental and physical aspects of yoga practised in the ways that are recommended. Third, scientists may be hesitant to recommend yoga to these patients because of their lack of knowledge and treatment compliance.\\n\\nIn a randomised controlled experiment with a yoga group (n = 21) and an exercise group (n = 20), the yoga group exhibited a statistically significant reduction in negative symptoms. In accordance with the most recent recommendations of the National Institute for Health and Care Excellence (NICE), the above research provides substantial evidence for the use of yoga in the treatment of schizophrenia. According to a meta-analysis of 17 distinct studies on the subject, frequent physical activity reduces the negative symptoms associated with schizophrenia considerably.\\n\\nPhysical activity and alcohol dependence syndrome\\n\\nSubstance abuse, namely alcohol abuse, may have devastating effects on a person's mental and physical health. Tolerance and an inability to control drinking are some hallmarks of alcoholism. Research shows that physical activity is an effective supplement in the fight against alcohol use disorder. In addition to perhaps acting centrally on the neurotransmitter systems, physical exercise may mitigate the deleterious health consequences of drinking. Evidence suggests that persons with alcohol use disorder are not physically active and have low cardiorespiratory fitness. A wide number of medical comorbidities, like diabetes mellitus, hypertension, and other cardiovascular illnesses, occur with alcohol use disorders. Physical exercise may be highly useful in aiding the management of these comorbidities.\\n\\nPhysical exercise and yoga may help in the management of cravings for substances when other forms of therapy, such as counselling or medication for craving management are not feasible or acceptable. Physical exercise has been shown to have beneficial effects on mental health, relieve stress, and provide an enjoyable replacement for the substance. However, the patient must take an active role in physical activity-based therapies rather than passively accept the process as it is, which is in stark contrast to the approach used by conventional medicine. Since most substance use patients lack motivation and commitment to change, it is recommended that physical activity-based therapies be supplemented with therapies focusing on motivation to change to maximise therapeutic outcomes.\\n\\nOne hundred seventeen persons with alcohol use disorder participated in a single-arm, exploratory trial that involved a 12-minute fitness test using a cycle ergometer as an intervention. Statistically, significantly fewer cravings were experienced by 40%. Exercise programmes were found to significantly reduce alcohol intake and binge drinking in people with alcohol use disorder in a meta-analysis and comprehensive review of the effects of such therapies.\\n\\nPhysical activity and sleep\\n\\nDespite widespread agreement that they should prioritise their health by making time for exercise and sufficient sleep, many individuals fail to do so. Sleep deprivation has negative impacts on immune system function, mood, glucose metabolism, and cognitive ability. Slumber is a glycogenetic process that replenishes glucose storage in neurons, in contrast to the waking state, which is organised for the recurrent breakdown of glycogen. Considering these findings, it seems that sleep has endocrine effects on the brain that are unrelated to the hormonal control of metabolism and waste clearance at the cellular level. Several factors have been proposed as potential triggers for this chain reaction: changes in core body temperature, cytokine concentrations, energy expenditure and metabolic rate, central nervous system fatigue, mood, and anxiety symptoms, heart rate and heart rate variability, growth hormone and brain-derived neurotrophic factor secretion, fitness level, and body composition.\\n\\nAfter 12 weeks of fitness training, one study indicated that both the quantity and quality of sleep in adolescents improved. Studies using polysomnography indicated that regular exercise lowered NREM stage N1 (very light sleep) and raised REM sleep (and REM sleep continuity and performance). As people age, both short- and long-term activities have increasingly deleterious effects on sleep. In general, both short- and long-term exercise were found to have a favourable effect on sleep quality; however, the degree of this benefit varied substantially among different sleep components. On measures of sleep quality, including total sleep time, slow-wave sleep, sleep onset latency, and REM sleep reduction, acute exercise had no effect. But both moderate and strenuous exercise has been shown to increase sleep quality. According to a meta-analysis of randomised controlled trials, exercise has shown a statistically significant effect on sleep quality in adults with mental illness. These findings emphasise the importance that exercise plays in improving outcomes for people suffering from mental illnesses.\\n\\nPhysical activity in depressive and anxiety disorders\\n\\nDepression is the leading cause of disability worldwide and is a major contributor to the global burden of disease, as per the World Health Organization. However, only 10%-25% of depressed people actually seek therapy, maybe due to a lack of money, a lack of trained doctors, or the stigma associated with depression. For those with less severe forms of mental illness, such as depression and anxiety, regular physical exercise may be a crucial part of their treatment and management. Exercise and physical activity might improve depressive symptoms in a way that is comparable to, if not more effective than, traditional antidepressants. However, research connecting exercise to a decreased risk of depression has not been analysed in depth. Endorphins, like opiates, are opioid polypeptide compounds produced by the hypothalamus-pituitary system in vertebrates in response to extreme physical exertion, emotional arousal, or physical pain. The opioid system may mediate analgesia, social bonding, and depression due to the link between b-endorphins and depressive symptoms.\\n\\nThe \\\"endorphin hypothesis\\\" states that physical activity causes the brain to produce more endogenous opioid peptides, which reduce pain and boost mood. The latter reduces feelings of worry and hopelessness. A recent study that demonstrated endorphins favourably improved mood during exercise, and provided support for these theories suggested that further research into the endorphin theory is required.\\n\\nPhysical activity and exercise have been shown to improve depressive symptoms and overall mood in people of all ages. Exercise has been implicated in lowering depressive and anxious symptoms in children and adolescents as well. Pooled research worldwide has revealed that physical exercise is more effective than a control group and is a viable remedy for depression. Most forms of yoga that start with a focus on breathing exercises, self-awareness, and relaxation techniques have a positive effect on depression and well-being. Despite claims that exercise boosts mood, the optimal kind or amount of exercise required to have this effect remains unclear and seems to depend on a number of factors.\\n\\nExercise as a therapy for unipolar depression was studied in a meta-analysis of 23 randomised controlled trials involving 977 subjects. The effect of exercise on depression was small and not statistically significant at follow-up, although it was moderate in the initial setting. When compared to no intervention, the effect size of exercise was large and significant, and when compared to normal care, it was moderate but still noteworthy. A systematic evaluation of randomised controlled trials evaluating exercise therapies for anxiety disorders indicated that exercise appeared useful as an adjuvant treatment for anxiety disorders but was less effective than antidepressant treatment.\\n\\nConclusions\\n\\nThe effects of exercise on mental health have been shown to be beneficial. Among persons with schizophrenia, yoga was shown to have more positive effects with exercise when compared with no intervention. Consistent physical activity may also improve sleep quality significantly. Patients with alcohol dependence syndrome benefit from a combination of medical therapy and regular exercise since it motivates them to battle addiction by decreasing the craving. There is also adequate evidence to suggest that physical exercise improves depressive and anxiety symptoms. Translating the evidence of the benefits of physical exercise on mental health into clinical practice is of paramount importance. Future implications of this include developing a structured exercise therapy and training professionals to deliver it. The dearth of literature in the Indian context also indicates that more research is required to evaluate and implement interventions involving physical activity that is tailored to the Indian context.\", \"url\": \"https://pmc.ncbi.nlm.nih.gov/articles/PMC9902068/\", \"with\": [\"Keywords: anxiety, depression, morbidity, mental health, physical activity\", \"Physical activity in depressive and anxiety disorders\", \"The \\\"endorphin hypothesis\\\" states that physical activity causes the brain to produce more endogenous opioid peptides\", \"Patients with alcohol dependence syndrome benefit from a combination of medical therapy and regular exercise\"], \"without\": [\"Publications\", \"Account settings\", \"Search in PMC\", \"Search in PubMed\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4058", "input": "https://www.health.harvard.edu/mind-and-mood/regular-physical-activity-can-boost-mood", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4058\", \"ground_truth_path\": \"source/test/ground-truth/4058.json\", \"ground_truth_sha256\": \"78b96d996219303de94fdd217495bc79b1802af09d2cbd14501a6e3ee7a0fb88\", \"html_path\": \"source/test/html/4058.html.gz\", \"html_sha256\": \"c9df12986a293031c4238014a2ed7b0edd326af26bdecad7a98b2997e903058b\", \"page_type\": \"article\", \"reference\": \"Exercising regularly can improve symptoms of mild to moderate depression as well as anxiety and psychological distress, a review of many prior published studies suggests.\\n\\nThe analysis, published online Feb. 16, 2023, by the British Journal of Sports Medicine, used 97 earlier research reviews involving more than 1,000 trials with a total of 128,119 people. Researchers compared the effects of exercise to standard care across a wide range of adults, including healthy people, those with diagnosed mental health disorders, and people with chronic diseases.\\n\\nWhen compared with people who were sedentary, those who engaged in all types of physical activity and exercise studied, including walking, resistance training, Pilates, and yoga, showed greater improvements in symptoms of mild to moderate depression. Yoga and other mind-body exercises helped reduce anxiety the most, while resistance exercise appeared to help the most with depression.\\n\\nThe review findings don't mean that people with mental health conditions should sidestep standard care such as medication and counseling. Rather, the results suggest that regular exercise is also an important approach and deserves renewed focus.\", \"url\": \"https://www.health.harvard.edu/mind-and-mood/regular-physical-activity-can-boost-mood\", \"with\": [\"Exercising regularly can improve symptoms of mild to moderate depression\", \"used 97 earlier research reviews involving more than 1,000 trials\", \"When compared with people who were sedentary\", \"regular exercise is also an important approach and deserves renewed focus\"], \"without\": [\"Customer Service\", \"Content Licensing\", \"Free HealthBeat Signup\", \"Subscriptions\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4060", "input": "https://www.uclahealth.org/news/article/the-link-between-exercise-and-mental-health", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4060\", \"ground_truth_path\": \"source/test/ground-truth/4060.json\", \"ground_truth_sha256\": \"b5486b88d2cab201feb0a0e908483c53a8497af7e8e6fd33157457ac4ec87dd2\", \"html_path\": \"source/test/html/4060.html.gz\", \"html_sha256\": \"65a9ba7b95c45663b7c23de25b1118013f155cd29bdf1b6c8f6a01e97c97ce06\", \"page_type\": \"article\", \"reference\": \"A new study suggests moderate exercise is not just good for your body but improves mental health as well. Researchers concluded this after analyzing the responses of 1.2 million adults who participated in a Centers for Disease Control and Prevention (CDC) survey.\\n\\nPhysical activity improves mental health\\n\\nThe study, which appeared in the peer-reviewed medical journal The Lancet Psychiatry, examined survey results from 2011, 2013 and 2015. Researchers found that, on average, a person has 3.4 poor mental health days per month.\\n\\nBut among those who exercise, the number of poor mental health days dropped by more than 40 percent. Exercise may change the way the brain functions, which could account for the decrease in depression or anxiety.\\n\\nThe study describes “poor mental health” as:\\n- Stress\\n- Depression\\n- Emotional concerns\\n\\nMood-altering benefits of exercise\\n\\nAfter analyzing the results, researchers concluded that three to five 45-minute exercise sessions a week delivered optimal mental health benefits.\\n\\nIt’s possible to get too much exercise and not see these benefits. At the three-hour exercise mark, people had worse mental health compared to the non-exercising population. Researchers hypothesize that those who favor marathon-length workouts may:\\n- Have an underlying mental health condition, such as obsessive behavior\\n- Be overexerting themselves, which causes exhaustion and affects mood\\n\\nFitness types for mental health gains\\n\\nAccording to researchers, the activities that showed the most substantial benefits include:\\n- Team sports\\n- Cycling\\n- Aerobic and gym activities\\n\\nThese less rigorous activities were still helpful:\\n- Household chores\\n- Carpentry\\n- Child care\\n\\nMindfulness-based activities like yoga and tai chi, though lower impact, delivered more mental health benefits than walking.\", \"url\": \"https://www.uclahealth.org/news/article/the-link-between-exercise-and-mental-health\", \"with\": [\"analyzing the responses of 1.2 million adults who participated in a Centers for Disease Control\", \"three to five 45-minute exercise sessions a week delivered optimal mental health benefits\", \"According to researchers, the activities that showed the most substantial benefits include\", \"Mindfulness-based activities like yoga and tai chi, though lower impact\"], \"without\": [\"UCLA Health Home\", \"Cancer Center\", \"School of Medicine\", \"myUCLAhealth\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4061", "input": "https://www.ergodirect.com/234-ergonomic-mice?srsltid=AfmBOopQU4nyINnzSmGWR0PJg-Mq6J-v_m4ROoJmuIslWhUZtoDpc8iu", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4061\", \"ground_truth_path\": \"source/test/ground-truth/4061.json\", \"ground_truth_sha256\": \"17143330c0f47ee96d76162f7d86a6272bc79a9ab94d62e4a3e148fa57c52e62\", \"html_path\": \"source/test/html/4061.html.gz\", \"html_sha256\": \"2453feb85bd25ff6b5a1183528982e82fbf991d4a150941aa8932a308347f3a3\", \"page_type\": \"collection\", \"reference\": \"An ergonomic mouse helps keep the hand and wrist in a neutral position. We use mice much more than we notice, and the repetitive motion of mousing can lead to tension and soreness if the forearm is twisted. Ergonomic mice keep your wrist and forearm in a straighter line. Individuals with tennis elbow, tendonitis, chronic wrist pain, or arthritis will benefit from an ergonomic mouse. We carry vertical, wireless, trackball, bluetooth and wired mice. Learn more about ergonomic mice on our blog.\", \"url\": \"https://www.ergodirect.com/234-ergonomic-mice?srsltid=AfmBOopQU4nyINnzSmGWR0PJg-Mq6J-v_m4ROoJmuIslWhUZtoDpc8iu\", \"with\": [\"An ergonomic mouse helps keep the hand and wrist in a neutral position\", \"repetitive motion of mousing can lead to tension and soreness\", \"We carry vertical, wireless, trackball, bluetooth and wired mice\"], \"without\": [\"Product Finder\", \"Work From Home\", \"Apple Compatible\", \"Audio Visual\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4062", "input": "https://www.logitech.com/en-us/shop/p/mx-vertical-ergonomic-mouse", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4062\", \"ground_truth_path\": \"source/test/ground-truth/4062.json\", \"ground_truth_sha256\": \"8b4dbe4f462bd42068269d7652d18acb45a7446fc41cf9cdbe69af0bbd854b5f\", \"html_path\": \"source/test/html/4062.html.gz\", \"html_sha256\": \"7933ec62467e5f977abc1332b56dec0944ba3ec60e3366c1669742be507181f6\", \"page_type\": \"product\", \"reference\": \"MX Vertical\\n\\nAdvanced Ergonomic Mouse\\n\\nMX Vertical is an advanced ergonomic mouse that combines science-driven design with the elevated performance of Logitech’s MX series. Rise above discomfort with a mouse designed to reduce muscle strain, decrease wrist pressure, and improve posture.\\n\\nNATURAL HANDSHAKE POSITION\\n\\nMX Vertical’s natural handshake position reduces muscular strain by 10 percent and promotes a more ergonomic posture.\\n\\n57° VERTICAL ANGLE FOR IMPROVED WRIST POSTURE\\n\\nMX Vertical’s unique 57° vertical angle reduces the pressure on your wrist, while your thumb is positioned comfortably on the thumb rest.\\n\\nGREAT FIT FOR LARGE TO MEDIUM HANDS\\n\\nMX Vertical is great for large to medium hands, specially designed and sculpted by Logitech’s team of ergonomic and design experts.\\n\\nUSER TESTED. ERGONOMIST-APPROVED.\\n\\nMX Vertical has been designed and tested with criteria set out by leading ergonomists – improving posture, lowering muscle strain, and reducing wrist pressure.\", \"url\": \"https://www.logitech.com/en-us/shop/p/mx-vertical-ergonomic-mouse\", \"with\": [\"science-driven design with the elevated performance of Logitech\", \"natural handshake position reduces muscular strain by 10 percent\", \"57° vertical angle reduces the pressure on your wrist\", \"designed and tested with criteria set out by leading ergonomists\"], \"without\": [\"Logitech G\", \"Shop by category\", \"Legal Trademark Statement\", \"Add to cart\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4063", "input": "https://pmc.ncbi.nlm.nih.gov/articles/PMC11298280/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4063\", \"ground_truth_path\": \"source/test/ground-truth/4063.json\", \"ground_truth_sha256\": \"a05d3cf1c140d47a4214573e1c4341ac469d9f158461ba2a015814c1cff42362\", \"html_path\": \"source/test/html/4063.html.gz\", \"html_sha256\": \"f04d32ecf4478fdab701a2d52ea093fcc939564e0730b8fb77504dac88ad2df0\", \"page_type\": \"article\", \"reference\": \"Abstract\\n\\n[Purpose]\\n\\nThis study aimed to comprehensively explore and elucidate the intricate relationship between exercise and depression, and focused on the physiological mechanisms by which exercise influences the brain and body to alleviate depression symptoms. By accumulating the current research findings and neurobiological insights, this study aimed to provide a deeper understanding of the therapeutic potential of exercise in the management and treatment of depression.\\n\\n[Methods]\\n\\nWe conducted a systematic review of the scientific literature by selecting relevant studies published up to October 2023. The search included randomized controlled trials, observational studies, and review articles. Keywords such as “exercise,” “depression,” “neurobiology,” “endocrinology,” and “physiological mechanisms” were used to identify pertinent sources.\\n\\n[Results]\\n\\nInflammation has been linked to depression and exercise has been shown to modulate the immune system. Regular exercise can (1) reduce the levels of pro-inflammatory cytokines, potentially alleviating depressive symptoms associated with inflammation; (2) help in regulating circadian rhythms that are often disrupted in individuals with depression; and (3) improve sleep patterns, thus regulating mood and energy levels.\\n\\n[Conclusion]\\n\\nThe mechanisms by which exercise reduces depression levels are multifaceted and include both physiological and psychological factors. Exercise can increase the production of endorphins, which are neurotransmitters associated with a positive mood and feelings of well-being. Exercise improves sleep, reduces stress and anxiety, and enhances self-esteem and social support. The implications of exercise as a treatment for depression are significant because depression is a common and debilitating mental health condition. Exercise is a low-cost, accessible, and effective treatment option that can be implemented in various settings such as primary care, mental health clinics, and community-based programs. Exercise can also be used as an adjunctive treatment along with medication and psychotherapy, which can enhance treatment outcomes.\\n\\nKeywords: physiological effects, inflammation, depression, endorphins, social interaction, neurotransmitters\\n\\nINTRODUCTION\\n\\nDepression is a prevalent mental health disorder that affects millions of people worldwide. The World Health Organization identifies it as the primary cause of disability worldwide, affecting over 264 million individuals. This condition can lead to enduring feelings of sadness and diminished interest in activities, significantly influencing an individual’s daily life and overall well-being [ 1 ]. Modern treatment approaches for depression often involve psychotherapy, antidepressant medications, or a combination of these methods. Psychotherapies, such as cognitive-behavioral therapy (CBT), target the modification of negative thought patterns and behaviors that play a role in depression. Antidepressant drugs, including selective serotonin reuptake inhibitors (SSRIs), work by adjusting the brain chemicals that influence mood and emotions. However, these methods have limitations. Psychotherapy can be time-consuming and expensive, and not all individuals have access to qualified therapists. The term ‘qualified therapist’ typically refers to a professional with specific credentials and training in psychotherapy. These qualifications often include advanced degrees in psychology, counseling, social work, or a related field, along with licensure or certification from relevant professional boards or organizations. Additionally, ongoing professional development and adherence to ethical guidelines are essential for maintaining one’s status as a qualified therapist. Antidepressant medications may have side effects, take several weeks to show effect, and may not be effective for everyone. Moreover, the high cost of medication and the risk of addiction and dependency are concerns associated with antidepressant medication [ 2 ]. Millions of individuals worldwide suffer from depression, a common mental health condition that makes them feel low and uninterested in their activities. Current forms of treatment for depression such as psychotherapy and antidepressant drugs have drawbacks in terms of cost, accessibility, side effects, and different levels of efficacy. Therefore, investigating alternative methods for managing depression is required. Exercise is one such strategy that has shown promise in reducing depression symptoms. Numerous pathways, including neurobiological modifications, psychological advantages, behavioral activation, and sleep regulation, play a role in the effect of exercise on depression. Healthcare providers should develop focused exercise treatments to improve treatment results and general mental health by studying the effects of exercise on depression.\\n\\nAs per the ‘SANDSTONE CARE Mental Health Statistics 2023’, 50% of young adults, the highest among all age groups surveyed, reported the highest severity level (5) for mental illness risk, as indicated by self-reports and assessments by loved ones. Notably, 88.57% of the young adults surpassed the treatment threshold, exhibiting three or more of the five signs of mental distress. Furthermore, studies have highlighted that young adults engage in the highest level of substance abuse as a coping mechanism, a trend consistent with addiction risk factors. An exclusive survey on substance abuse aligned with this finding, revealing that young adults self-reported the highest substance use issues (4.94 out of 6). Parents and loved ones, more than any other group, observed mood-altering substance use, underscoring the critical link between substance abuse and mental health.\\n\\nPOSITIVE IMPACT OF EXERCISE ON DEPRESSION\\n\\nExercise is an appealing supplementary therapy for patients with depression. Several studies have demonstrated that habitual exercise can positively affect depressive symptoms, resulting in enhanced mental health and quality of life. Physical activity alters the neurochemistry of the brain and improves neurotransmitter levels and neural function. Higher levels of neurotransmitters may assist in easing depressive symptoms such as sorrow, exhaustion, and lack of desire. In addition, exercise stimulates neuroplasticity and enhances the capacity of the brain for self-adaptation and rebuilding [ 3 ]. This promotes the development of new neurons and improves neural network connections. These neurobiological alterations may help people improve their thinking, regulate their emotions, and handle stress, all of which are essential for managing depression [ 4, 5 ]. Regular exercise is implicated in several psychological aspects of depression. For example, exercise (1) promotes a shift in attention and lessens the severity of depression by diverting pessimistic thoughts to rumination; (2) provides a sense of achievement, self-efficacy, and mastery, which can raise self-esteem and self-worth, and combat depressive symptoms such as hopelessness and worthlessness; (3) reduces the physiological and psychological reactions to stress and acts as a stress buffer; and (4) reduces the damaging effects of chronic stress on mental health by lowering cortisol levels and increases calmness. Additionally, engaging in physical activities frequently entails social support and connection, which promotes a sense of belonging and decreases the feelings of isolation prevalent in depression. Declines in activity levels and interest in enjoyable activities are frequent symptoms of depression. Exercise breaks the cycle of inactivity and withdrawal, which feeds depressive symptoms by acting as a type of behavioral activation. Individuals with depression may reclaim a sense of purpose, routine, and satisfaction with their lives by setting objectives, creating habits, and reaping the benefits of exercise. Sleep issues are usually accompanied by depression and may worsen symptoms. Exercise enhances sleep hygiene by regulating sleep pattern and quality. Exercise can reduce weariness, cognitive decline, and mood disorders linked to sleep abnormalities in depression by encouraging deeper and more restorative sleep. Numerous neurological, psychological, behavioral, and sleep-related pathways are responsible for the beneficial effects of exercise on depression [ 6 ]. Healthcare providers may better customize exercise-based therapies for people with depression by studying how exercise affects depression, thereby maximizing treatment results and enhancing their overall mental health. Exercise can improve current therapeutic modalities and provide people with a proactive approach to control and avoid depressive symptoms in complete treatment regimens for depression.\\n\\nRECENT STUDIES\\n\\nThe COVID-19 pandemic, triggered by SARS-CoV-2, has led to a sedentary lifestyle contributing to various health concerns due to decreased energy expenditure. Physical exercise, a non-pharmacological approach, significantly aids in alleviating these repercussions. SARS-CoV-2 enters cells through ACE2 receptors, resulting in inflammation and neuronal harm, which can contribute to mood disorders. Conversely, exercise enhances ACE2 expression and activates anti-inflammatory pathways. It positively influences mental health through IGF-1, BDNF, and PGC-1α/FNDC5/Irisin, counteracting the detrimental effects of SARS-CoV-2. While infection elevates ACE2 levels through pathology, exercise promotes physiological ACE2 responses and improves cardiovascular and mental well-being during a pandemic [ 7 ]. Physical exercise has been shown to have beneficial effects on the brain, particularly in older adults. Yet, there is still uncertainty regarding the precise mechanisms that differ depending on age and health conditions. This review investigates three levels of examination—molecular/cellular processes, brain structure and function, and mental states/behaviors—identifying areas of agreement, disagreement, and research gaps in the current literature. Two frameworks for inferring causality, experimental manipulation, and statistical mediation, are discussed. Recognizing the likelihood of diverse mechanisms and their dependency on age and population, this review emphasizes the need for broader consideration in future studies and models, moving beyond specific age ranges and populations to understand the multifaceted impact of exercise on the brain [ 8 ]. Regular physical activity (PA) improves cognitive function across all ages by enhancing attention, memory, and executive functions. Although the exact mechanisms remain unclear, studies have demonstrated increased neurotransmitter expression and structural changes in the brain. Functional MRI revealed altered brain networks after the exercise. PA reduces inflammation, boosts neurotrophic factor levels and improves cognitive function and connectivity. Tailoring exercise types for specific conditions has been suggested, but conclusive evidence is lacking owing to study heterogeneity. Future research should design targeted PA interventions based on age and health conditions to achieve optimal cognitive outcomes. Overall, promoting consistent PA is crucial for holistic well-being, especially in educational settings, and disease prevention in aging individuals [ 9 ]. Research and evaluation are crucial for effective clinical interventions, particularly exercise-based approaches for mental health. Tailoring methods to aims and resources, practitioners must prioritize ethical considerations, choose appropriate methodologies, justify outcome measures, and select control groups. Adequate research justifies funding, improves service delivery, and improves quality. This chapter guides exercise practitioners in mental health by emphasizing the purpose, ethics, methodology, outcome measures, and group selection, thus facilitating research and evaluation in this critical field [ 10 ].\\n\\nROLE OF INFLAMMATION ON DEPRESSION\\n\\nInflammation is a multifaceted biological reaction that occurs within the body as a defensive response to various detrimental agents such as pathogens, injured cells, or irritants. Its fundamental objectives include eliminating the source of cellular damage, clearing necrotic cells and impaired tissues resulting from the initial injury, and triggering tissue repair. While acute inflammation is a crucial part of the body’s defense system, chronic inflammation can have detrimental effects on various physiological processes, including those in the brain. Recent studies explored the relationship between inflammation and depression. While the conventional perspective on depression has centered on neurotransmitters, such as serotonin, norepinephrine, and dopamine, new findings indicate that inflammation significantly influences the onset and duration of depressive symptoms. Chronic inflammation can affect the brain through several pathways. One key mechanism involves the release of pro-inflammatory cytokines, which are signaling molecules that mediate and regulate immune responses. In cases of chronic inflammation, like those seen in autoimmune diseases or long-lasting infections, certain cytokines can penetrate the blood-brain barrier and reach the central nervous system. Within the brain, these cytokines have the potential to induce neuroinflammation, a form of localized inflammation that occurs within the brain tissue [ 11 ]. Neuroinflammation involves the activation of microglia and other immune cells in the central nervous system. This activation prompts the release of pro-inflammatory molecules by microglia, initiating a series of inflammatory reactions. These inflammatory signals can disrupt the delicate balance between the neurotransmitters and neural circuits involved in mood regulation, leading to the development or exacerbation of depressive symptoms. Inflammation can affect the availability and function of neurotransmitters. Chronic inflammation can affect the production and release of serotonin, a neurotransmitter that regulates mood [ 12 ]. The bi-directional relationship between inflammation and depression is complex. Inflammation contributes to the onset and progression of depression; however, depressive symptoms may promote inflammation. Behavioral factors associated with depression, such as poor diet, sedentary lifestyle, and sleep disturbances, can contribute to a pro-inflammatory state in the body. Identifying the role of inflammation in depression is critical for developing novel treatment methods. Additionally, lifestyle interventions targeting inflammation, such as regular exercise and a healthy diet rich in anti-inflammatory foods, may complement traditional treatments for depression. Inflammation is a multifaceted biological response that influences various physiological processes in the body including those of the brain. The relationship between inflammation and depression involves complex interactions among immune responses, neurotransmitter systems, and neural circuits. Although further research is required to fully elucidate the mechanisms underlying this connection, a growing body of evidence highlights the importance of considering inflammation as a potential target for the prevention and treatment of depression.\\n\\nFigure 2 shows that chemicals from pathogens (PAMPs) and damaged cells (DAMPs) activate pattern recognition receptors, such as toll-like receptors, which are present on the membranes of innate immune cells [ 13 ].\\n\\nTYPES OF EXERCISE & NEUROLOGICAL BENEFITS\\n\\nResearch has consistently shown that exercise is an effective treatment for depression. Different types of exercises have been studied and some examples are effective. Aerobic exercise: Aerobic exercise is any form of activity that increases the heart rate and breathing, such as yoga, swimming, or cycling. Recent studies have found that aerobic exercise is consistently effective in reducing symptoms of depression, with the greatest effect observed in individuals with mild-to-moderate depression.\\n\\nThe procedure is controlled by numerous interrelated brain areas, including the medial prefrontal cortex (mPFC) and hippocampus (HP) [ 1, 2 ]. During the early stages of memory processing, the hippocampus is involved in information storage and retrieval, whereas the mPFC, which includes the anterior cingulate, prelimbic cortex, and infralimbic cortex, is involved in long-term memory consolidation and recall [ 3, 4 ]. Immediate-early gene mapping and whole-brain area inhibition studies have highlighted the critical function of the mPFC in memory consolidation [ 5 – 8 ].\\n\\n• Aerobic exercise has also been shown to have positive effects on brain function, including the release of endorphins and the growth of new brain cells in areas associated with mood regulation.\\n\\n• Resistance training, often known as strength training, uses weights or resistance bands to encourage muscle development. One meta-analysis found that resistance training was associated with a significant decrease in depressive symptoms. This type of exercise may be particularly beneficial for individuals who prefer low-impact activities or those with physical limitations that make aerobic exercise difficult.\\n\\n• Yoga: Yoga is a mind-body practice that combines physical posture, breathing exercises, and meditation. A meta-analysis of 23 studies found that yoga was effective in reducing the symptoms of depression, with particularly strong effects observed in individuals with clinical depression. Yoga may be particularly beneficial for individuals who prefer low-impact mindfulness-based exercises.\\n\\n• Mindfulness-based exercises such as tai chi or qigong involve slow, deliberate movements and focus on breathing and body awareness. A systematic review of ten studies found that mindfulness-based exercises were effective in reducing symptoms of depression, with particularly strong effects observed in older adults. These types of exercises may be particularly beneficial for individuals who prefer slower-paced, low-impact activity [ 14, 15 ].\\n\\nExercise has numerous benefits for overall health, including neurological benefits. Regular exercise improves cognitive function, brain structure, and mental health. These benefits are due to various physiological changes that occur in the brain in response to exercise, including increased blood flow, BDNF production, and endorphin release. Incorporating regular exercise into a routine can contribute to overall brain health and protect against neurological disorders. One way that Exercise benefits the brain by increasing blood flow and oxygen delivery. Exercise stimulates the growth of new blood vessels in the brain, which can improve blood flow and oxygenation in brain regions involved in cognitive function [ 16 ]. Although research on the peripheral effects of exercise on the brain is extensive, its direct impact on cerebral blood vessels remains less explored. Exercise likely influences cerebral blood flow through various mechanisms, including changes in blood pressure, vascular function, and neurovascular coupling. However, the specific pathways and their implications warrant further investigation. A comprehensive understanding of the direct effects of exercise on cerebral blood vessels could help elucidate the role of exercise in neuroprotection and cognitive function [ 17 ]. This increased blood flow can also help remove waste products from the brain such as beta-amyloid, a protein associated with Alzheimer’s [ 18 ]. Physical activity also increases the synthesis of brain-derived neurotrophic factor (BDNF), which is an important component of neuroplasticity, or the brain’s ability to adapt to new experiences. BDNF promotes neuronal development, survival, and the formation of new synapses, possibly improving cognitive performance and providing neuroprotection from diseases. Aside from structural advantages, exercise has been demonstrated to boost cognitive function in both healthy people and those with neurological problems. For example, studies involving healthy individuals show that frequent physical exercise is associated with better performance on cognitive tests evaluating attention, memory, and executive function [ 19 ]. Exercise has been shown to improve cognitive performance in persons with neurological diseases such as Parkinson’s disease, multiple sclerosis, and stroke. It also improves mental health by reducing anxiety and depression symptoms. Physical activity increases the creation of endorphins, which are natural mood enhancers that reduce tension and anxiety. Furthermore, exercise boosts self-esteem, social involvement, and general quality of life, which improves mental health. These findings highlight the importance of exercise in boosting both cognitive performance and emotional wellness in those with neurological diseases [ 20 ].\\n\\nThe varied impacts of different types of exercise on depression can be attributed to psychological and social factors. The positive effect of aerobic exercise on mood and depressive symptoms is multifaceted, involving the release of endorphins, increased serotonin production, BDNF release, cortisol regulation, improved sleep, and the positive effects of distraction and social interactions. Regular participation in aerobic activities is recommended as part of a holistic approach to promote mental health and well-being. Additionally, these activities may enhance cardiovascular health and lead to better overall well-being. Strength training, on the other hand, not only promotes physical strength but also fosters a sense of accomplishment and self-esteem. Mind-body exercises, such as yoga and tai chi, focus on the integration of movement and mindfulness, offering relaxation and stress reduction benefits that can alleviate depressive symptoms. Social aspects such as group activities or team sports may provide a supportive community, combating feelings of isolation. Ultimately, the effectiveness of exercise in alleviating depression is multifaceted and is influenced by the type of activity and the individual’s preferences, needs, and overall health.\\n\\nFigure 4 shows the molecular pathways involved by which physical activity helps elderly people with depression. Exercise stimulates the hypothalamic-pituitary-adrenal (HPA) axis, which regulates the levels of corticotropin-releasing hormone (CRH), adrenocorticotropic hormone (ACTH), and cortisol, resulting in lower resting cortisol levels. Aerobic and resistance exercise boosts IGF-I levels and activates the PGC-1α/FNDC5/Irisin pathway. This activation increases IRS-1 and PI3K expression and reduces inflammation, regardless of sex. The PGC-1α/FNDC5/Irisin pathway suppresses GSK3β. Furthermore, it increases BDNF and TrkB levels in the hippocampus and prefrontal cortex through IGF-I, activating ERK, and ultimately alleviating depression-like symptoms [ 21 ].\\n\\nEXERCISE’S LONG-TERM MOOD EFFECTS\\n\\nThe long-term effects of exercise on mood are well-documented, with numerous studies showing that regular exercise can reduce depressive symptoms and improve overall well-being. A meta-analysis of 49 studies found that exercise had a moderate to substantial effect on reducing the symptoms of depression [ 22 ]. Regular exercise has been shown to have several positive effects on mood. One of the main ways that exercise can improve mood is by increasing the levels of neurotransmitters such as serotonin, dopamine, and norepinephrine [ 23 ]. Exercise affects the neurotransmitters that regulate mood, resulting in increased enjoyment, pleasure, and overall well-being. In addition to its effects on neurotransmitters, regular physical exercise contributes greatly to better physical health. It reduces the risk of chronic illnesses, such as diabetes and heart disease, which are known to be detrimental to mental health. Exercise also improves sleep quality, which is important for mood regulation and the relief of depressive symptoms. Research has shown that exercise has long-term effects on mood. For example, one study found that those who exercised regularly for six months had much fewer depressive symptoms than those who did not. Another trial found that exercise, like medicine, was effective in lowering depressive symptoms over 16 weeks [ 24 ]. Regular exercise can also improve the overall well-being and quality of life. In addition to reducing depressive symptoms, exercise can also increase self-esteem, improve cognitive function, and provide a sense of accomplishment and mastery. These positive effects can lead to an overall improvement in the quality of life and a reduction in stress and anxiety. Regular exercise has long-term positive effects on mood, including a reduction in depressive symptoms and improvement in overall well-being and quality of life. These effects are likely due to an increase in neurotransmitter levels, improvements in physical health, and other positive psychological benefits of exercise. Exercise should be considered a key component in the treatment of depression and the promotion of overall mental and physical health. There are several mechanisms through which exercise can reduce depression levels, including physiological, psychological, and social factors. Here are some of the mechanisms that have been proposed: Endorphin release: Exercise has been shown to stimulate the release of endorphins, which are natural mood-enhancing chemicals that can reduce feelings of pain and promote feelings of well-being [ 25 ]. These endorphins can help reduce symptoms of depression, such as sadness and fatigue. Neuroplasticity: Exercise has been shown to promote the growth of new brain cells, particularly in the hippocampus, which is a region of the brain that is involved in mood regulation and memory.\\n\\nRegular exercise is widely recognized as a valuable strategy for reducing depression and improving mental well-being. Engaging in various types of exercise, including aerobics, strength training, and flexibility exercises, can positively impact mood and alleviate symptoms of depression. Aerobic exercises, such as walking, running, or cycling, stimulate the release of endorphins, which are known as “feel-good” hormones that can enhance mood. Strength training exercises involving resistance training or weight-lifting contribute to increased levels of neurotransmitters, such as serotonin, which play a crucial role in regulating mood. Additionally, flexibility exercises, such as yoga or stretching, can promote relaxation and reduce stress, further benefiting mental health. Duration and frequency of exercise play crucial roles. According to the American College of Sports Medicine, adults should aim for at least 150 min of moderate-intensity exercise per week or 75 min of vigorous-intensity exercise. Breaking this down into manageable sessions, such as 30 min a day on most days, can yield significant mental health benefits. Consistency is key because the positive effects of exercise on mood tend to accumulate over time. Incorporating a variety of exercises into routine and enjoyable activities can enhance adherence, making it more likely for individuals to sustain regular exercise habits and experience mental health benefits associated with it [ 26 ]. Social support is a key factor in reducing depression levels, and exercise can provide a social environment in which individuals can connect with others.\\n\\nDEPRESSION TREATMENT WITH EXERCISE AND MEDICATION\\n\\nA large body of evidence supports the use of exercise as a therapeutic intervention for depression. Numerous studies have proven its usefulness in treating depressive symptoms, and a meta-analysis of randomized controlled trials published in JAMA Psychiatry in 2016 confirmed that exercise significantly reduces depression levels [ 27 ]. The study included 33 RCTs with a total of 1,877 participants and found that exercise was as effective as other treatments, such as cognitive behavioral therapy and antidepressant medications. A randomized controlled trial published in the American Journal of Preventive Medicine in 2018 found that a 12-week exercise program was effective in reducing symptoms of depression in older adults with mild-to-moderate depression. The study included 113 participants and found that the exercise program resulted in a significant reduction in depressive symptoms compared with the health education program.\\n\\nA longitudinal study published in the Journal of Psychiatric Research in 2018 found that engaging in regular physical activity was associated with a lower risk of depression over time [ 28 ]. This study followed over 33,000 adults for up to 11 years and found that those who reported higher levels of mechanisms for endorphins during physical activity were less likely to develop depression.\\n\\nA meta-analysis of 25 RCTs published in the Cochrane Database of Systematic Reviews in 2013 found that exercise was effective in reducing the symptoms of depression in adults with major depressive disorder. The study included over 1,100 participants and found that exercise had a significant effect on reducing depressive symptoms compared with the no-treatment or control groups. A randomized controlled trial published in the British Journal of Sports Medicine in 2012 found that a 10-week exercise program was effective in reducing the symptoms of depression in individuals with clinical depression [ 29 ]. The study included 30 participants and found that the exercise program resulted in a significant reduction in depressive symptoms compared to the waitlist control group. Exercise can be used in conjunction with other treatments for depression such as medication and therapy. Studies have shown that exercise can enhance the effectiveness of antidepressant medication and improve the symptoms of depression in individuals receiving therapy [ 30, 31 ]. Moreover, exercise provides a non-pharmacological option for individuals who choose not to depend on medication or for those who do not respond well to pharmaceutical treatments. Additionally, exercise can serve as a valuable complement to therapy, enabling individuals to actively oversee their symptoms outside of therapy sessions. While exercise is advantageous as a supplementary treatment, it should not be seen as a substitute for medication or therapy. Seeking guidance from a healthcare professional before starting an exercise regimen ensures a personalized and thorough treatment strategy that incorporates the beneficial impacts of physical activity [ 32 ]. Combining exercise with other treatments for depression can provide a comprehensive approach to manage symptoms and improve overall mental health. The amount of exercise required to reduce the symptoms of depression may vary depending on factors such as age, overall health, fitness level, and severity of depression. However, research suggests that engaging in regular PA, even at low-to-moderate levels, can have a positive impact on mental health and reduce symptoms of depression. According to the American Heart Association, adults should aim for at least 150 min of moderate-intensity aerobic exercise or 75 min of vigorous-intensity aerobic exercise per week [ 33 ]. Indeed, any amount of physical activity can improve mental health. Even modest exercise sessions, such as a 10-minute stroll, may improve mood and reduce depressive symptoms. Furthermore, the exact type of workout should be considered. According to previous research, aerobic sports, such as running, cycling, and swimming, may be particularly effective in reducing depressive symptoms. However, different types of exercises, such as strength training and yoga, have shown potential mental health advantages. Finally, the best exercise plan for treating depression may vary depending on the individual’s taste and needs [ 34, 35 ]. Furthermore, individuals must discover an exercise regimen that they find enjoyable and that can be maintained over time. Collaboration with healthcare professionals is essential for developing safe and personalized exercise plans tailored to individual needs. Regular physical activity profoundly affects brain health primarily through changes in energy metabolism. Physical activity increases cerebral blood flow and oxygen levels, facilitates nutrient delivery, and eliminates metabolic byproducts. It also triggers the release of BDNF, a vital protein that supports brain plasticity and cognitive function. Moreover, aerobic exercise promotes the formation of new mitochondria and enhances glucose metabolism in the brain, thereby enhancing energy production and neuronal resilience. These metabolic adaptations significantly contribute to improved cognitive function, mood regulation, and protection against age-related cognitive decline and neurodegenerative disorders. Ultimately, exercise-induced modifications of energy metabolism play a crucial role in optimizing brain health and functionality [ 36, 37 ].\\n\\nDISCUSSION\\n\\nExercise has been demonstrated to have beneficial effects on mental health, particularly in the management of depression. It has been proven effective in treating depression across different groups, including clinical and non-clinical populations. This discussion examines the physiological impacts of exercise on the brain and body that contribute to the alleviation of depressive symptoms. Exercise influences the brain by triggering the release of neurotransmitters such as endorphins, serotonin, and dopamine. These neurotransmitters play crucial roles in regulating mood and emotions. Endorphins, known for producing the sensation of a “runner’s high,” are released during exercise. Serotonin, a neurotransmitter targeted by antidepressants, is also boosted by exercise, contributing to improved mood. Additionally, exercise increases dopamine levels in the brain, enhancing the brain’s reward system and fostering positive emotions, thereby aiding in the reduction of depression symptoms. Exercise not only releases neurotransmitters but also boosts levels of brain-derived neurotrophic factors (BDNF). BDNF is crucial for the growth and maintenance of brain cells and is often depleted in individuals with depression. By increasing BDNF levels, exercise enhances brain function and alleviates depressive symptoms. Additionally, exercise exerts physiological effects that mitigate depression. For instance, it reduces inflammation, a factor implicated in various mental health conditions including depression. By lowering inflammation, exercise helps to ameliorate symptoms. Furthermore, exercise improves sleep quality, which is particularly beneficial for individuals with depression who frequently experience sleep disturbances. Lastly, exercise enhances self-esteem and fosters social support, both of which play significant roles in depression treatment. Exercise can help individuals feel better about themselves and improve confidence, which can positively affect their mental health. Exercise can also provide opportunities for social interaction, which can help reduce feelings of isolation and improve social support. These effects include the release of neurotransmitters, increased BDNF levels, reduced inflammation, improved sleep quality, and improvements in self-esteem and social support. These findings highlight the importance of exercise as a treatment option for individuals with depression and suggest that exercise can be an effective complement to traditional therapies, such as medication and psychotherapy.\\n\\nAcknowledgments\\n\\nThis work was supported by the National Research Foundation of Korea Grant funded by the Korean Government (NRF-2017S1A6A3A01079869).\\n\\nREFERENCES\\n\\n1. 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[ DOI ] [ PMC free article ] [ PubMed ] [ Google Scholar ]\", \"url\": \"https://pmc.ncbi.nlm.nih.gov/articles/PMC11298280/\", \"with\": [\"This study aimed to comprehensively explore and elucidate the intricate relationship between exercise and depression\", \"Regular exercise can (1) reduce the levels of pro-inflammatory cytokines\", \"Exercise has been shown to stimulate the release of endorphins\", \"According to the American Heart Association, adults should aim for at least 150 min\", \"Exercise influences the brain by triggering the release of neurotransmitters such as endorphins, serotonin, and dopamine\"], \"without\": [\"Publications\", \"Account settings\", \"Search in PMC\", \"Search in PubMed\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4064", "input": "https://uk.pcmag.com/computer-mice/127428/the-best-ergonomic-mice", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4064\", \"ground_truth_path\": \"source/test/ground-truth/4064.json\", \"ground_truth_sha256\": \"7f0b5100c783e3b66f6f2e672861fcb9f621e597e9b062d95938897f28bc115a\", \"html_path\": \"source/test/html/4064.html.gz\", \"html_sha256\": \"70e5c90f6b97975c643bcf001857f88cadfa49dd31491271a100090ea7dd0dd6\", \"page_type\": \"article\", \"reference\": \"Vertical mice, trackballs, unusual sculpts: You can find quite a few ergonomic approaches to mousing comfort. The common aim: minimizing the threat of repetitive strain injuries you may incur from using a mouse and keyboard for many hours each day. With so many shapes, sizes, and features out there, though, picking an ergonomic mouse can be tricky. That's where our expertise comes in. PCMag has been testing and reviewing peripherals since the early days of the PC, and we assess PC mice based on design, features, connectivity, comfort, and (of course!) value. Our analysts have experience with a broad range of models. The five-star-rated Logitech MX Master 4 is our top ergonomic mouse pick for most people, but we stand behind our other selections here, too. Let's break down the pros and cons of each one; we'll also explain what to know to choose the best ergonomic mouse for you.\\n\\nBest Conventional Ergonomic Mouse\\n\\nLogitech MX Master 4\\n\\nBest Fingertip-Operated Trackball\\n\\nKensington Expert Mouse Wireless Trackball\\n\\nBest Thumb-Style Trackball\\n\\nKensington Pro Fit Ergo TB550 Trackball\\n\\nBest Vertical Ergonomic Mouse\\n\\nRazer Pro Click V2 Vertical\\n\\nBest Ergonomic Mouse for Accessibility\\n\\nMicrosoft Adaptive Mouse\\n\\nBest Ergonomic Mouse for Gaming\\n\\nQuadraClicks RBT\\n\\nBest Ergonomic Mouse for Lefties\\n\\nGoldtouch Semi-Vertical Wireless Mouse\\n\\nBest Ergonomic Mouse for Long Battery Life\\n\\nLogitech Lift\\n\\nBest Ergonomic Mouse for Wrist Angle Adjustments\\n\\nContour Design RollerMouse Red\\n\\nYou Can Trust Our Reviews\\n\\nSince 1982, PCMag has tested and rated thousands of products to help you make better buying decisions. Read our editorial mission & see how we test.\\n\\nDeeper Dive: Our Top Tested Picks\\n\\nBest Conventional Ergonomic Mouse\\n\\nLogitech MX Master 4\\n\\n5.0 Exemplary\\n\\nPros & Cons\\n\\nNew gesture button and Action Ring boost user performance\\n\\nHaptic feedback is a great new addition\\n\\nFeels excellent in your hands\\n\\nUltra customizable\\n\\nQuiet operation\\n\\nNot for left-handed users\\n\\nStilll no place to store the USB dongle\\n\\nWhy We Picked It\\n\\nEasily one of the best mice on the market, the Logitech MX Master 4 is not a \\\"classic\\\" ergonomic mouse with some kind of radical sculpt, but it offers exceptional comfort. The large, curved shape leaves plenty of room for larger hands, while the silent buttons are responsive and satisfying to use. It's a productivity king, although it may not be the best choice for those with specific ergonomic considerations that preclude the usual click-and-drag method—in those cases, a vertical or roller-ball mouse might be a better option. However, if you're seeking a dependable and comfortable mouse for both work and play, the Logitech MX Master 4 is ideal.\\n\\nWho It's For\\n\\nNewbies to ergonomic mice: If you're a first-time user looking for an excellent, highly comfortable all-around mouse that excels in both ergonomics and productivity, but employs conventional mouse hand and wrist positioning to make the learning curve shallower, you want the MX Master 4.\\n\\nUsers who want to maximize their productivity: The MX Master 4 is a productivity powerhouse, thanks in part to its redesigned gesture button, new Action ring shortcuts, and support for the Logi Options customization utility.\\n\\nSpecs & Configurations\\n\\nHand Orientation Right-Handed\\nInterface 2.4GHz Wireless\\nInterface Bluetooth\\nInterface USB Wired\\nNumber of Buttons 7\\nPower Source Internal Battery\\nSensor Maker and Model Logitech Darkfield\\nSensor Maximum Resolution 8000\\nWarranty (Parts and Labor) 1\\nWeight 5.2\\n\\nBest Fingertip-Operated Trackball\\n\\nKensington Expert Mouse Wireless Trackball\\n\\n4.5 Outstanding\\n\\nPros & Cons\\n\\nComfortable design, including game-changing scrolling ring\\nBluetooth and 2.4GHz wireless\\nDetachable wrist rest\\nLots of customization available via config software\\n\\nRelies on disposable batteries (may be a pro to some)\\nNoisy click panels\\n\\nWhy We Picked It\\n\\nTrackball mice are ideal for protecting wrists and fingers during long computing sessions, but they don't always come cheap. That's where the Kensington Expert Mouse Wireless Trackball comes into play. With both 2.4GHz and Bluetooth wireless options, a textured scroll wheel, and a detachable wrist rest, the Kensington Expert Mouse is an excellent trackball mouse suitable for both newcomers and experienced users. The click buttons can be noisy, and the wireless function still relies on disposable batteries, but for this level of comfort, we're willing to compromise.\\n\\nWho It's For\\n\\nTrackball first-timers: Despite the \\\"expert\\\" in the name, if you've ever been interested in sticking your fingertips into the world of trackball mice, the Kensington Expert Mouse Wireless Trackball is a good place to start.\\n\\nUsers who want a mouse with a wrist rest: The Kensington Expert Mouse Wireless Trackball is a comfortable clicker in its own right, but the wrist rest sets it apart from other mice of its caliber. This is especially great for those with tired wrists and fingers who work long hours in front of their computers.\\n\\nSpecs & Configurations\\n\\nHand Orientation Ambidextrous\\nInterface Bluetooth\\nInterface RF Wireless\\nNumber of Buttons 4\\nPower Source Two AA Batteries\\nSensor Maker and Model Unspecified Optical Sensor\\nSensor Maximum Resolution 400\\nWarranty (Parts and Labor) 3\\nWeight 15.98\\n\\nBest Thumb-Style Trackball\\n\\nKensington Pro Fit Ergo TB550 Trackball\\n\\n4.0 Excellent\\n\\nPros & Cons\\n\\nComfortable to use\\n\\nExcellent build quality\\n\\nPlenty of functionality\\n\\n128-bit AES encryption\\n\\nTakes some getting used to\\n\\nNo left-handed option\\n\\nWhy We Picked It\\n\\nThe Kensington Pro Fit Ergo TB550 Trackball combines the freedom of a trackball with the familiarity of your typical mouse, resulting in a daily driver that's both easy on the eyes and easier on your hands. With a shape typical of conventional mice, the Kensington Pro Fit Ergo TB550 cuts the trackball learning curve in half, relying on the right thumb for navigation instead of the fingertips. (Sorry, left-handed users, you'll have to look elsewhere.) Plus, the sturdy build will keep your hand steady and free of unwanted cursor movements.\\n\\nWho It's For\\n\\nTrackball newbies: Those interested in trackball mice but who don't want to stray too far from the familiar form of their current computer mouse will enjoy the TB550.\\n\\nWrist-pain sufferers: The thumb-only operation of the trackball allows you to keep your wrist still and in one position while using this particular design.\\n\\nUsers who require multiple connectivity options: The TB550 features a USB-C port for wired use, in addition to supporting both Bluetooth and 2.4GHz connections. It even offers 128-bit AES encryption for the 2.4GHz connection.\\n\\nSpecs & Configurations\\n\\nHand Orientation Right-Handed\\nInterface 2.4GHz Wireless\\nInterface Bluetooth\\nInterface USB Wired\\nNumber of Buttons 5\\nPower Source Internal Battery\\nSensor Maker and Model Unspecified Optical Sensor\\nSensor Maximum Resolution 1600\\nWarranty (Parts and Labor) 3\\nWeight 4.9\\n\\nBest Vertical Ergonomic Mouse\\n\\nRazer Pro Click V2 Vertical\\n\\n4.5 Outstanding\\n\\nPros & Cons\\n\\nComfortable vertical shape reduces wrist strain\\n\\nHigh-precision 30K optical sensor\\n\\nSmooth multi-device switching\\n\\nExcellent battery life (up to six months)\\n\\nPremium build quality and materials\\n\\nNo version for left-handed users\\n\\nWhy We Picked It\\n\\nErgonomic mice come in all shapes and sizes, but few are as excellent as the Razer Pro Click V2 Vertical. Razer's first vertical mouse nails the script, offering a stylish and comfortable ergonomic design with some impressive functionality built in. It also features a gaming-grade 30,000dpi sensor, making it a pin-precise gaming mouse as well. Razer doesn't offer an option for left-handed users, but the Pro Click V2 Vertical prioritizes comfort above all, making it a capable vertical mouse for both work and play.\\n\\nWho It's For\\n\\nGamers interested in vertical mice: If you're looking for an ergonomic mouse but the learning curve of a trackball intimidates you, a vertical mouse like the Razer Pro Click V2 Vertical might be the ideal compromise.\\n\\nUsers who value long battery life: The Razer Pro Click V2 Vertical offers a rated six months of battery life on a single charge, making it an ideal travel companion.\\n\\nSpecs & Configurations\\n\\nHand Orientation Right-Handed\\nInterface Bluetooth\\nInterface RF Wireless\\nInterface USB Wired\\nNumber of Buttons 8\\nPower Source Internal Battery\\nSensor Maker and Model Focus Pro 30k Optical\\nSensor Maximum Resolution 30000\\nWarranty (Parts and Labor) 2\\nWeight 5.2\\n\\nBest Ergonomic Mouse for Accessibility\\n\\nMicrosoft Adaptive Mouse\\n\\n4.0 Excellent\\n\\nPros & Cons\\n\\nInclusive design philosophy\\n\\nHighly compact\\n\\nAmbidextrous body design\\n\\nCan be augmented by many 3D-printed accessories\\n\\nNeeds accessories to work as intended\\n\\n3D printed accessories are pricey\\n\\nMicrosoft Accessory Center is Windows-exclusive\\n\\nWhy We Picked It\\n\\nThe Microsoft Adaptive Mouse, designed with the differently abled in mind, is a modular mouse that can be tweaked and fine-tuned to your specific needs. At its core, it's a simple puck—it's up to the user to install adaptive accessories, either purchased from Microsoft or 3D-printed, if you have access to a 3D printer. Microsoft's effort to create a versatile system for people who either cannot use a traditional mouse or simply want to create a custom input device is commendable. Accessibility is a human right, and the Microsoft Adaptive Mouse is one step toward accessible tech for all.\\n\\nWho It's For\\n\\nUsers with specific accessibility needs: The Microsoft Adaptive Mouse is specifically designed to meet the needs of individuals with various abilities. With a myriad of attachments available, you're surely able to build a setup that helps you to better move your cursor.\\n\\nThose interested in maximizing their productivity: Whether you're seeking a productivity powerhouse or are just differently abled, the Microsoft Adaptive Mouse is a distinctive, modular mouse that can be made into a productivity hub.\\n\\nSpecs & Configurations\\n\\nHand Orientation Ambidextrous\\nInterface Bluetooth\\nInterface USB Wired\\nNumber of Buttons 3\\nPower Source Internal Battery\\nPower Source Wired USB\\nSensor Maximum Resolution 6000\\nWarranty (Parts and Labor) 1\\nWeight 1.6\\n\\nBest Ergonomic Mouse for Gaming\\n\\nQuadraClicks RBT\\n\\n4.0 Excellent\\n\\nPros & Cons\\n\\nInnovative, comfortable design\\n\\nFast, responsive sensor\\n\\nUnique ergonomics\\n\\nCan be reimbursed by some health insurance plans\\n\\nExpensive\\n\\nSoftware is Windows-only\\n\\nTakes some getting used to\\n\\nWhy We Picked It\\n\\nYou can find plenty of ergonomic mice for the office, but very few are designed with gaming in mind. The QuadraClicks RBT is a rare exception. With a unique shape and a steep learning curve, the RBT may seem intimidating initially, but once you've settled in, the stress relief is palpable. The RBT attempts to avoid strain by relying on the bottom of your fingers, rather than your fingertips, to click. It's a pricey palm pleaser, but it's worth the time and effort you put into it, especially if the safety and comfort of your hands are a priority for you.\\n\\nWho It's For\\n\\nGamers seeking an ergonomic gaming mouse: For gamers looking for an ergonomic alternative to a standard mouse, the QuadraClicks RBT is a more-than-capable option, since it's designed with gaming in mind.\\n\\nUsers who are health-conscious: Ergonomic mice are designed to ease pressure on the fingers and wrists of users, and the QuadraClicks RBT is specifically engineered to prevent common hand-related injuries, such as repetitive strain injury (RSI).\\n\\nSpecs & Configurations\\n\\nHand Orientation Ambidextrous\\nInterface USB Wired\\nNumber of Buttons 6\\nPower Source Wired USB\\nSensor Maker and Model Pixart PWM 3336\\nSensor Maximum Resolution 10700\\nWarranty (Parts and Labor) 1\\nWeight 3.7\\n\\nBest Ergonomic Mouse for Lefties\\n\\nGoldtouch Semi-Vertical Wireless Mouse\\n\\n3.5 Good\\n\\nPros & Cons\\n\\nComfortable ergonomic shape\\nDetachable hand rest\\nStrong battery life\\nLeft-handed model available\\n\\nVertical mice are hard to use accurately\\nLow max DPI\\n\\nWhy We Picked It\\n\\nVertical mice are an acquired taste, so instead of committing to a full 90-degree tilt, why not try the Goldtouch Semi-Vertical Wireless Mouse? With a 66-degree tilt, the mouse sits comfortably between the vertical and standard mouse designs. It also comes with a unique accessory: a detachable plastic hand rest. The hand rest adds some girth to the already-large mouse. However, you can adjust the mouse's weight by removing or adding up to four 5-gram weights. Plus, it's available in both right-handed and left-handed versions. Overall, the Goldtouch is comfortable, flexible, and a good choice for users not ready to commit to a fully vertical mouse.\\n\\nWho It's For\\n\\nLeft-handed users: If you're looking for a left-handed option, the Goldtouch Semi-Vertical Wireless Mouse may be the perfect choice for you. Few mainstream mice are offered in lefty-friendly configurations.\\n\\nUsers who seeking to adjust their mouse's weight and shape: The Goldtouch is unique in that it allows users to tweak the mouse's weight by removing or adding weights, which are also included. The mouse also includes a detachable plastic hand rest for additional size adjustments.\\n\\nSpecs & Configurations\\n\\nHand Orientation Left- and Right-Handed Models Available\\nInterface RF Wireless\\nNumber of Buttons 6\\nPower Source Two AA Batteries\\nSensor Maker and Model Pixart PAW3205\\nSensor Maximum Resolution 1600\\nWarranty (Parts and Labor) 1\\nWeight 4.6\\n\\nBest Ergonomic Mouse for Long Battery Life\\n\\nLogitech Lift\\n\\n3.5 Good\\n\\nPros & Cons\\n\\nHandsome, compact vertical design\\n\\nAvailable in version for lefties\\n\\nRated 24-month battery life on one AA cell\\n\\nCan seamlessly swap connections among up to three devices\\n\\nCompatible with macOS\\n\\nNot comfortable for larger hands\\n\\nShallow switches offer little feedback\\n\\nWhy We Picked It\\n\\nThe Logitech Lift is a vertical mouse with a lot going for it. Vibrant colors, a long-lasting battery, and silent buttons make it a versatile tool for working at home or in the office. Support for Logitech's Flow technology, which allows you to connect to multiple devices simultaneously and seamlessly swap files between them, makes the Lift an ideal choice for ergonomic control of PCs and Macs alike. The only major downsides are its diminutive size and the lack of tactile feedback from the buttons. Overall, the Logitech Lift offers style and comfort at an affordable price.\\n\\nWho It's For\\n\\nPeople who want an eye-catching mouse: Need a vertical mouse that combines style and comfort? Look no further than the Logitech Lift, which is a sight to behold. With a 57-degree twist meant to optimize posture and reduce wrist action, the mouse features a swiveled body with two main clickers nestled on the outside of the device.\\n\\nPeople who value long battery life: The Logitech Lift promises two years of battery life on one AA battery.\\n\\nSpecs & Configurations\\n\\nHand Orientation Right-Handed\\nInterface Bluetooth\\nInterface RF Wireless\\nNumber of Buttons 5\\nPower Source Internal Battery\\nSensor Maker and Model Logitech Advanced Optical Tracking\\nSensor Maximum Resolution 4000\\nWarranty (Parts and Labor) 1\\nWeight 0.27\\n\\nBest Ergonomic Mouse for Wrist Angle Adjustments\\n\\nContour Design RollerMouse Red\\n\\n4.0 Excellent\\n\\nPros & Cons\\n\\nExcellent ergonomic design and comfort\\n\\nSmooth roller bar with adjustable click force\\n\\nSolid aluminum construction\\n\\nMultiple programmable buttons\\n\\nHigh-performance wireless version\\n\\nHigh price\\n\\nLacks Bluetooth support\\n\\nNot ideal for creative or precision-heavy workflows\\n\\nSoftware could use a refresh\\n\\nWhy We Picked It\\n\\nThe RollerMouse Red is a striking device, and the most avant-garde choice on our list. The unique mouse users a 7-inch roller bar that tracks horizontal movement and acts as a clickable button. You control vertical movement by rotating the bar like a scroll wheel. It's an ambidextrous mouse designed to reduce strain on the shoulders and wrists. Its wide build and comfortable wrist rest make it one of the most comfortable mice we've ever seen. For heavy typists or office workers dealing with discomfort, it could be a game-changer, but it's expensive.\\n\\nWho It's For\\n\\nLeft-handed users: Mice specifically for left-handers are less common than you'd expect, but the RollerMouse Red is an easy mouse to adapt to, whether you're left- or right-handed.\\n\\nWrist pain sufferers: While it won't address every malady the same, the RollerMouse does let you keep your hands parallel to the desk, with no need to shift your hand position from the usual mousing position to the usual typing position.\\n\\nUsers who prioritize comfort above all else: The RollerMouse Red is large and expensive, but it's also extremely comfortable. It's a luxury mouse at the end of the day.\\n\\nSpecs & Configurations\\n\\nHand Orientation Ambidextrous\\nInterface RF Wireless\\nInterface USB Wired\\nNumber of Buttons 6\\nPower Source Internal Battery\\nWarranty (Parts and Labor) 2\\nWeight 29\\n\\nBuying Guide: The Best Ergonomic Mice for 2026\\n\\nChoosing a Vertical Mouse: How to Flip Your Grip\\n\\nThe design that comes to mind when most of us hear the words \\\"ergonomic mouse\\\" is vertical. The shape is basically a conventional mouse turned 90 degrees, or the base of a mouse with a second sideways one on top of it, letting you grip the device without twisting your wrist. Think of a handshake clasp instead of holding the mouse with your palm down.\\n\\nNaturally, a vertical mouse's click panels and face buttons are rotated or placed on the side, where they're accessible with the same finger motions you'd make using a standard mouse. Turning the mouse to meet your hand, rather than turning your hand to grip the mouse, removes strain on your arm and lets you use a more natural wrist motion to move laterally.\\n\\nThe downside to a vertical mouse can be its degree of accuracy. The shape moves your hand higher up the body and further away from the mouse sensor, changing the correlation between how you move your hand and the path of the cursor. Even after a few days' adjustment to a vertical mouse, it can take a bit more time to line up the pointer with a small icon. That may go away over time, but it's a significant change for which you should be ready.\\n\\nNevertheless, a vertical mouse will be the best ergonomic option for most users. It mitigates the musculoskeletal issues caused by overuse of a standard mouse while retaining most of the experience of using one. For gamers and creative pros who may not be able to use one all the time, the answer may be having two mice—a vertical model for everyday use and a curved, palm-supporting conventional mouse for gaming or occasional precision work.\\n\\nTrackballs: Minimizing Certain Movements\\n\\nPerhaps the oldest alternatives to a traditional mouse, trackballs have had a devoted following for decades. Instead of you moving the mouse around to maneuver the cursor, a trackball detects the movement of a sphere mounted in a housing—remember when mice used to use rolling balls instead of optical sensors?—to mirror a standard mouse's inputs.\\n\\nYou operate a trackball with very little arm movement and no real \\\"grip,\\\" instead simply resting your hand on the device. This can reduce the risk of repetitive strain injuries (RSIs), musculoskeletal disorders caused by holding an unnatural position too long or repeating a motion over and over again. Typing on a keyboard and using a mouse have both been known to cause RSIs after years of daily computer use; these ailments tend to manifest initially as pain, weakness, or numbness in your fingers and wrists.\\n\\nTrackballs are designed to reduce or eliminate movements that have been known to cause these injuries or aggravate them in people who already suffer from RSIs. There is no ironclad proof that they can actually prevent RSIs, but they've proven more comfortable for people who already experience pain when using a standard mouse.\\n\\nYou'll find two main types of trackballs: thumb-operated, and finger-operated. As with ergonomic keyboards, the two versions offer a sliding scale of familiarity (how easy it is for new users to convert) versus ergonomic benefit. Thumb-operated trackballs, like the ones on this list, are shaped like standard mice, which makes them more approachable. However, it's been noted that prolonged use of a thumb trackball has the potential to affect specific muscles in your thumb over time. Finger-operated trackballs may require a longer adjustment period, but do not put any additional strain on your digits. [This comes down to individual physiology, too; the editor of this story has used a thumb-control Microsoft Trackball Optical daily for more than 15 years with no apparent ill effects. — Ed.]\\n\\nBoth styles are an acquired taste; you need to try a trackball to know whether or not it'll work for you. People tend to figure out pretty quickly whether they prefer twirling a trackball to pushing and pulling a standard mouse. We recommend finding a shop where you might be able to try before buying, or at least make sure you can return an online purchase if it isn't a good fit.\\n\\nStandard Mice: Are They Good for Your Hands?\\n\\nIf you don't currently suffer from RSI symptoms, you may not want to deal with the tradeoffs of a specialized ergonomic mouse, such as an adjustment period or reduced fine accuracy. In this case, you can still do yourself a solid and buy a mouse with a comfortable, supportive shape. Conventional mice come in all shapes and sizes, and whether one feels good in your hand is perhaps the most important part of your buying decision.\\n\\nIf possible, buy a mouse fitted to your dominant hand. Unfortunately, left-handed mice aren't as common as those shaped for righties, but you should still be able to pick from a modest set of specialty options or, failing that, choose a well-shaped ambidextrous mouse.\\n\\nBeyond that, ergo-positive traits vary from mouse to mouse. Certain features imply more support, such as a \\\"thumb wing\\\" or rest for your opposable digit, but having one doesn't guarantee comfort. Some companies definitely skew toward different hand shapes; gaming mouse maker Corsair, for instance, offers many well-shaped mice, including some for users with large hands. Read our reviews for specific information about different shapes, as our experts discuss how each mouse fits your hand.\\n\\nReady to Buy the Right Ergonomic Mouse for You?\\n\\nNow that we've described the different kinds of ergonomic mice, we trust you have an idea of which you want to try. This roundup offers a rundown of the best we've tested; if you want to know more about the universal rules for picking a great pointing device, check out our overall guide to the best computer mice. Looking for a top keyboard? We have an explainer for that, too. And don't miss our guide to setting up a complete ergonomic home office.\", \"url\": \"https://uk.pcmag.com/computer-mice/127428/the-best-ergonomic-mice\", \"with\": [\"Kensington Expert Mouse Wireless Trackball is a good place to start\", \"Users who value long battery life: The Razer Pro Click V2 Vertical offers a rated six months of battery life on a single charge\", \"Users who prioritize comfort above all else: The RollerMouse Red is large and expensive, but it's also extremely comfortable\", \"Ready to Buy the Right Ergonomic Mouse for You?\", \"trackballs have had a devoted following for decades\"], \"without\": [\"Computer & Electronics\", \"Best Video Streaming Services\", \"Best Wireless Speakers\", \"United Kingdom\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4065", "input": "https://www.thehumansolution.com/wireless-ergonomic-mice.html?srsltid=AfmBOoo1GXOcA7wvYv7fwuZgkWHuCWrlQOs5GvdRe9jiOAsW0LyX7cxF", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4065\", \"ground_truth_path\": \"source/test/ground-truth/4065.json\", \"ground_truth_sha256\": \"86528f41685ec4b528f6fa398e44940b68b4864f17837eb63e6c0a1b76255c5a\", \"html_path\": \"source/test/html/4065.html.gz\", \"html_sha256\": \"be491590f1ede5b462e1bd63ac38057700fae4363de82bc52b29a1349361f3e4\", \"page_type\": \"collection\", \"reference\": \"Wireless Ergonomic Mice are recommended by our in-house certified professional ergonomist to assist users seeking to alleviate pain and injuries caused by using standard computer mice. These wireless mice are versatile and have proven to reduce pain, fatigue and other issues associated with using a computer mouse.\\n\\nFrom vertical mice like our Evoluent Mouse to the joystick-style Penguin Mouse, Human Solution offers many different wireless ergonomic mice options to help keep you comfortable and productive while you work.\\n\\nLearn More About the Wireless Ergonomic Mouse\\n\\nWireless Ergonomic Mice help you combat the pain, cramping, wrist twisting and other issues associated with using a standard computer mouse for several hours. Standard mice aren't designed to offer true ergonomic comfort, but the wireless mice offered by The Human Solution are designed to keep you comfortable and healthy while you work. These wireless mice provide the same great ergonomic benefits and features of some of our most popular wired mice but without the cord.\\n\\nA non-ergonomic mouse places your hand in an unnatural position causing harmful wrist pronation that can lead to pain, numbness, and even irreversible joint damage. With an ergonomic mouse, your wrist is placed in a more natural, neutral position that successfully alleviates fatigue and strain commonly associated with mousing for prolonged periods throughout the day.\\n\\nWe offer a variety of ergonomic mice and mouse alternatives, including vertical mice, wireless ergonomic mice, left hand ergonomic mice, hands-free mice, and mice that are Mac and PC compatible. For more information on how ergonomic mice can make you more productive and comfortable, be sure to visit our blog:\\n\\n- Ergonomic Mice: Which One Is Right for You?\\n- Top 5 Reasons to Use an Ergonomic Mouse\\n- Ergonomic Mouse Reviews\\n- Going Vertical: Four Ergonomic Vertical Mouse Options to Keep You Comfortable\\n- Ever Wondered How To Relieve Finger Pain from Scroll Wheel?\\n- Ergonomic Mouse Review: The OrthoMouse\", \"url\": \"https://www.thehumansolution.com/wireless-ergonomic-mice.html?srsltid=AfmBOoo1GXOcA7wvYv7fwuZgkWHuCWrlQOs5GvdRe9jiOAsW0LyX7cxF\", \"with\": [\"From vertical mice like our Evoluent Mouse to the joystick-style Penguin Mouse\", \"Wireless Ergonomic Mice help you combat the pain, cramping, wrist twisting\", \"harmful wrist pronation that can lead to pain, numbness, and even irreversible joint damage\", \"Going Vertical: Four Ergonomic Vertical Mouse Options to Keep You Comfortable\", \"Ergonomic Mouse Review: The OrthoMouse\"], \"without\": [\"All Humanscale Chairs - No Exclusions\", \"Steelcase - All Except Series 1\", \"Steelcase Gesture\", \"Need help finding the right product\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4067", "input": "https://facet.com/real-estate/home-renovation-costs-room-by-room-costs-and-rois/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4067\", \"ground_truth_path\": \"source/test/ground-truth/4067.json\", \"ground_truth_sha256\": \"25eb827533f8dfeafc936c0ef7a49050e0532495403109c583651f38fd1433a9\", \"html_path\": \"source/test/html/4067.html.gz\", \"html_sha256\": \"4abdab20bba47335c952acf28a5f1ca0eda9c23a5c94e1b8585148e01a3a7110\", \"page_type\": \"article\", \"reference\": \"The information provided is based on the published date.\\n\\nKey takeaways\\n\\nKitchen and bathroom renovations typically cost the most due to extensive electrical and plumbing work and skilled craftsmanship\\n\\nIt is possible to reduce costs by altering the project scope, but this may involve trade-offs with quality\\n\\nIt's important to consider additional costs such as property taxes, building permits, labor fees, unexpected issues, and living expenses while the renovation is taking place\\n\\nPlanning a renovation budget that aligns with your overall financial plan is crucial before starting\\n\\nPlanning on renovating part (or all) of your home and wondering how much it will cost?\\n\\nWhether you’re a DIY weekend warrior or prefer to leave it to the pros, it won’t be cheap.\\n\\nBut how much? That depends on a lot of factors—starting with the type of room(s), quantity and quality of materials used, and the level of labor involved.\\n\\nHere’s a breakdown of costs for the most commonly renovated rooms and their return on investment ranges. As a bonus, we’ve included expected costs for other home projects and a list of expenditures most people forget to add to their budget.\\n\\nCosts vary by type of room\\n\\nIf you’ve watched just one home renovation show, you probably know that kitchens and baths cost the most. These labor-intensive projects typically require skilled craftsmanship to construct custom countertops and cabinets and extensive electrical and plumbing to make everything work.\\n\\nPerhaps the silver lining to any renovation is that you can alter the project scope and reduce costs at any time (but preferably before work begins). Of course, this will involve trade-offs with things like the quality of appliances and finishes, so keep that in mind.\\n\\nSources: HomeAdvisor | Houzz | Rocket Mortgage | Realtor.com\\n\\nProject cost estimates\\n\\nIf you’re looking to renovate other less-exciting but equally important projects in your home, here is a breakdown of the most common exterior and interior costs. (Costs may be much higher or lower due to the size of your house, material quality, amount of labor, and more.)\\n\\nCentral air: $3,800 – $7,600\\n\\nNew windows: $4,500 – $20,000\\n\\nFurnace (heat pump): $2,800 – $11,000\\n\\nSiding: $8,420 – $54,250\\n\\nSources: Architectural Digest | Forbes HOME | Angi\\n\\nHow much do people spend on average for renovations?\\n\\nNational average renovation expenses vary significantly among industry experts due to the myriad variables at play. To that end, it’s best to consider all estimates and decide which number best fits your situation.\\n\\nAccording to research by Houzz in 2022, Americans spent an average of $18,000 on home renovation projects in 2021, while the top 10% spent a whopping $100,000. Recent homebuyers spent the most, averaging $30,000, then short-term homeowners, who spent approximately $19,000, and long-term homeowners, who spent around $15,000.\\n\\nIn contrast, HomeAdvisor reported average renovation costs between $17,947 to $78,308, with a national average of $48,049.\\n\\nLastly, the National Association of Home Builders found that new homebuyers typically spend around $12,000 on renovations, $5,000 on furnishings, and $4,000 on appliances in the first year of ownership. When it comes to purchasing existing real estate, the expenses decrease significantly. Buyers typically spend around $6,000 on renovations, $2,500 on furnishings, and another $2,500 on appliances.\\n\\nWhat extra costs should I consider?\\n\\nWhen it comes to renovating a house, there are more than just the material costs to consider. Hidden expenses can catch homeowners off guard and impact the project’s overall cost. According to the 2020 US Houzz & Home study, approximately 31% of homeowners exceeded their renovation budgets in 2019. It’s important to take these factors into account to ensure you have an accurate understanding of how much it truly costs to renovate a house.\\n\\nTaxes\\n\\nIncreasing the value of your home is great, but higher valuations may result in increased property taxes. While this likely won’t happen immediately following your renovation, it’s possible that you might see a tax bump the next time your house is assessed. Assessment schedules vary from state to state, but they usually occur every one to five years. Check with your local tax department to see how frequently properties in your area are assessed.\\n\\nPermits\\n\\nBuilding permits can range between $50 to $300 for small plumbing and electrical jobs and $500 to $2,000 for bigger, full-scale renovations. Fees vary based on square footage, a flat rate, or construction value. Permit approval and issuance can take approximately two weeks.\\n\\nLabor\\n\\nLabor costs are a substantial expense that must be included in your budget from the onset. Types of contractors you might use include architects, engineers, electricians, plumbers, drywallers, interior designers, and the list goes on. Electricians and plumbers alone will make up around 10 to 20% of your labor budget.\\n\\nSurprises\\n\\nNo plan goes off without a hitch. Home improvement budgets commonly go over budget due to unforeseen issues that always seem to arise just when things are going smoothly. So, to plan for the carpenter ants making a meal out of your studs or the dangerous knob-and-tube wiring in your basement that was installed in the 1900s, it’s best to set aside 10 to 20% for contingencies.\\n\\nCost of living in a dysfunctional home\\n\\nWhere will you bathe when your only bathroom is stripped to the studs? How long are you willing to order in or eat out, and can you afford to when your kitchen is a pile of rubble?\\n\\nYou have to factor these into your budget, and it’s not just about money, either. It can be pretty unsettling to have random people operating loud, heavy machinery in your house every day, not to mention the dust and debris that will inevitably end up in every nook and cranny of your living space. Consider how your daily routine might be compromised and plan accordingly.\\n\\nKeeping yourself honest: Does a renovation align with your overall financial plan?\\n\\nThere’s no doubt your quality of life can significantly improve after a home renovation. But does it align with your current and future goals?\\n\\nIt’s important to stay true to your financial plan and not get caught up in the excitement of a renovation project. Consider the potential return on investment and whether it aligns with your long-term goals. Will you be in this house for several years to come, or do you plan on selling soon? Before embarking on a home renovation, essential questions like this must be considered.\\n\\nEvery decision is a financial decision, and you shouldn't have to make them alone. Schedule a free call with Facet today to discuss your goals and how a home renovation fits into your overall financial plan.\\n\\nOur team of experienced advisors can help you weigh the pros and cons and ensure that any decisions align with your long-term objectives.\\n\\n\\nFacet Wealth, Inc. (“Facet”) is an SEC registered investment adviser headquartered in West Palm Beach, Florida. This is not an offer to sell securities or the solicitation of an offer to purchase securities. This is not investment, financial, legal, or tax advice. Past performance is not a guarantee of future performance.\", \"url\": \"https://facet.com/real-estate/home-renovation-costs-room-by-room-costs-and-rois/\", \"with\": [\"Kitchen and bathroom renovations typically cost the most due to extensive electr\", \"Perhaps the silver lining to any renovation is that you can alter the project sc\", \"Building permits can range between $50 to $300 for small plumbing and electrical\", \"Our team of experienced advisors can help you weigh the pros and cons and ensure\"], \"without\": [\"Financial Wellness\", \"Financial Planning\", \"Retirement Planning\", \"Insurance Planning\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "4071", "input": "https://www.runningwarehouse.com/catpage-SDMONITORS.html?srsltid=AfmBOoqk05eglsoxIDdswfZ53BK9yN8_7TB7jmXG80ZoA4xgmalKE0po", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4071\", \"ground_truth_path\": \"source/test/ground-truth/4071.json\", \"ground_truth_sha256\": \"d4d0cbd0be832397ca4234abc74ff519ce252231df08c62a9177696fcb126605\", \"html_path\": \"source/test/html/4071.html.gz\", \"html_sha256\": \"2bc07f86fdd2b8d1e2297ee8f9694f56d505578d0411f6b4c9b283c19032cc3c\", \"page_type\": \"listing\", \"reference\": \"GPS Running Watches\\n\\nTrack everything from your PR to your heart rate with our dedicated running watches and accessories. Find everything you need to give you the best and most accurate information as you speed through you day.\\n\\nGarmin GPS Running Watches\\n\\nGarmin, a pioneer in electronic running technology, is dedicated to driving innovation by providing a diverse range of running watches and electronics tailored to meet the essential needs of their customers. Whether it's the premium fenix watch line or the reliable workhorse of the Forerunner line, Garmin offers high-quality products catering to both novice and experienced runners.\\n\\nCOROS GPS Running Watches\", \"url\": \"https://www.runningwarehouse.com/catpage-SDMONITORS.html?srsltid=AfmBOoqk05eglsoxIDdswfZ53BK9yN8_7TB7jmXG80ZoA4xgmalKE0po\", \"with\": [\"Track everything from your PR to your heart rate with our dedicated running watches and accessories.\", \"Garmin, a pioneer in electronic running technology, is dedicated to driving innovation\", \"COROS GPS Running Watches\"], \"without\": [\"Checkout Cart\", \"Jump to Content\", \"My Account\", \"ASICS SUPERBLAST\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4072", "input": "https://www.outdoorgearlab.com/topics/camping-and-hiking/best-gps-watch", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4072\", \"ground_truth_path\": \"source/test/ground-truth/4072.json\", \"ground_truth_sha256\": \"6b9b87dcfe94adc5ddcb89e601d73baa68262c78f99c57268e534a5880c55f8a\", \"html_path\": \"source/test/html/4072.html.gz\", \"html_sha256\": \"e8a6ce107f1f461ca60a10ffae4a90877e44bc56672e8c2cb2c4d952271c3082\", \"page_type\": \"article\", \"reference\": \"A GPS watch can be a handy sidekick for the backcountry, fitness training, or daily activities, providing you with accurate navigation, health metrics, and even the ability to answer phone calls.\\n\\nOver the last decade, our team of experts has purchased and tested more than 50 of the best GPS watches, with the top 18 in our current lineup. We logged more than 15 training hours per week, testing each model to assess features and nuances, including battery life, ease of use, and accuracy.\\n\\nThe Garmin Forerunner 970 is our favorite overall model. We love the feature-rich, lightweight design, long battery life, and exceptional accuracy. If you can't splurge on a premium model, the Suunto Run is a great value purchase that also offers incredible accuracy. If you need a particularly long battery life, the Coros Pace 3 is another affordable option.\\n\\nEditor's Note: We updated our review of GPS watches on November 18, 2025, to add new watches from Garmin, Apple, and Suunto.\\n\\nThe Best GPS Watches\\n\\nBest Overall GPS Watch\\n\\nGarmin Forerunner 970\\n\\nThe Garmin Forerunner 970 is built for runners and multi-sport athletes who demand performance and dependability. The dual-frequency GPS and the upgraded Elevate 5 HR sensor provide this watch with industry-leading accuracy. The vibrant AMOLED display is among the best Garmin has ever produced. The newest Forerunner now features a dedicated flashlight, a speaker and mic for calls, and electrocardiogram (ECG) tracking. The slim titanium build, endless sport modes, and highly customizable data screens make this great for athletes who like to dive into the details. Matthew, our lead tester, explains, \\\"This is the model I recommend to all serious athletes who want the lightest GPS watch with the most expansive feature set\\\".\\n\\nThe biggest drawback of the Forerunner 970 is the significant price increase over its predecessor, the Forerunner 965. Battery life on the 970 still trails that of the Garmin solar models, like the Fenix Solar 8, and MIP models, like the Enduro 3. Some may also find the smaller screen, due to the smaller case size, less helpful for navigation. Still, these are minor concerns for a very refined GPS watch.\\n\\nGreat Value for a GPS Watch\\n\\nSuunto Run\\n\\nThe Suunto Run strikes an excellent balance between performance and price, offering a bright AMOLED display and near-flagship-level accuracy. Both the dual-frequency satellite and HR monitor offer reliable readings. The lightweight 36-gram build feels like a feather on your wrist, yet it remains durable thanks to a stainless-steel bezel. Multiple strap options, which are easily interchangeable, offer a perfect fit for any wrist. Recovery metrics, offline MP3 music, and daily health widgets round out the smaller but focused feature set. Our lead tester commented, \\\"I was very impressed with the Run. Its performance for the price is outstanding, and this is the model I recommend to folks who don't need a ton of software features. If you're only worried about GPS tracking, this is an excellent option.\\\"\\n\\nWhile the Suunto Run is certainly a value-packed option with performance that rivals more expensive options, it still makes a few compromises to reach this price point. Battery life is respectable, but a bit too short for multi-day ultras and adventures. Some smartwatch features are lacking, or may feel a bit less clean than premium models, like the Garmin Forerunner 970. The Suunto Run notably lacks useful features like Garmin and Apple Pay, sleep scores, and breadcrumb-only mapping.\\n\\nBest Battery Life for the Price\\n\\nCoros Pace 3\\n\\nIf we were to recommend one GPS watch that caters to the widest range of folks, it would undoubtedly be the Coros Pace 3. This model keeps its edge in the budget-friendly sector of the market. It offers outstanding battery life without adding extra weight or bulk. With 30+ hours of GPS usage or up to two weeks of typical daily use, frequent charging isn't necessary. If your goal is to minimize the distractions often associated with smartwatches, the streamlined design of the Pace 3 is a prime choice. \\\"I found the simplicity extremely appealing,\\\" our lead tester said. Both dedicated athletes and individuals focused on daily health metrics could get a lot out of this watch.\\n\\nAlthough we were pleasantly surprised by its durability, don't expect a ton of premium materials on the Pace 3. In the world of GPS watches, a rugged design typically commands a higher price tag. Still, if you're in the market for an ultralight GPS watch that offers great accuracy and battery life without breaking the bank, the Coros Pace 3 comes highly recommended.\\n\\nBest for Expeditions\\n\\nGarmin Enduro 3\\n\\nThe Garmin Enduro 3 is a top choice for serious ultra-athletes and folks undertaking extended expeditions. Its lightweight design, affordability, and enhanced solar charging capabilities make it a practical alternative to the costly Fenix series. The Enduro 3's standout feature is its 320-hour solar-powered GPS tracking, housed in a durable titanium body. However, its single, large 51 mm case size may not appeal to all users. Despite this limitation, the Enduro's improved screen resolution, UltraFit nylon strap, and durable build make it an ideal companion for intense outdoor activities.\\n\\nIn terms of performance, the Enduro 3 delivers excellent GPS and heart rate accuracy, and its large screen lets users view more data at a glance without sacrificing readability. It includes all essential Garmin features, such as multi-GNSS tracking, an altimeter, and a barometer, making it versatile for various sports and expedition settings.\\n\\nBest Smartwatch for iPhone Users\\n\\nApple Watch Ultra 3\\n\\nThe Apple Ultra Watch 3 refines what is already the best smartwatch available for athletes and adventurers. The new display is brighter and more power-efficient, leading to better battery life. Satellite capabilities are now available for folks with a cellular plan (SOS is available for all models). Health tracking continues to lead the industry with excellent UI and phone integration. There is now a sleep score, hypertension detection (pending FDA approval), and the return of a blood oxygen metric. \\\"Aside from its excellent accuracy, the software and UI on the Ultra remain my favorite for phone-related tasks,\\\" noted our lead tester.\\n\\nBest for Basics\\n\\nFitbit Charge 6\\n\\nThe Fitbit Charge 6 is the simplest device we tested - like a fitness tracker with bonus GPS capabilities. \\\"I found it's the perfect watch for anyone who doesn't need a large device,\\\" our lead reviewer stated. One small screen is all you need for tracking your daily walks, steps, and sleep. We were also impressed with the GPS recording, and while it won't last super long, it's more than enough for daily workouts.\\n\\nHow We Tested\\n\\nWe purchase each watch at full retail, just like you, before diving into testing. From days out running, skiing, climbing, and biking, we analyze the features, accuracy, and usability. Our team is proud to share our recommendations and help you find the best GPS watch for your needs.\\n\\nOur GPS watch testing is divided into six rating metrics: Accuracy (30% of overall score weighting), Activity Use (20% weighting), Everyday Use (15% weighting), Extra Features (15% weighting), Wearability (10% weighting), Battery Life (10% weighting).\\n\\nAnalysis and Test Results\\n\\nThere are many GPS watches on the market these days, and finding the one that fits your needs can be a tough project. We sampled the market's current best and tested them to see how they compare side-by-side.\\n\\nAccuracy\\n\\nWe know that accurate GPS recordings and metrics are important. Nobody wants wonky elevation data or elevated heart rate stats, especially with the cost of today's devices. We've been impressed with the watches in our test group, each performing adequately across the price ranges. Luckily, all the watches we tested now feature multi-band GPS satellite recording, with some even working in multi-frequency.\\n\\nTo evaluate the accuracy of each watch, we ran, biked, and hiked known distances to compare our watches and their track metrics. We also tested the watches deep in the canyons of Utah. Canyons are notoriously bad for GPS watches due to the limited open line of sight. All of the GPS watches we tested had good accuracy that we would trust. Most gave us smooth tracks that consistently stayed within 1-3% of the actual measured distance.\\n\\nThe Garmin Forerunner 970, Fenix 8 Solar, and Garmin Enduro 3 were almost spot on, with a good fit on our wrist and an average variation of less than one beat per minute. The Suunto Race, Suunto Run and Amazfit T Rex 3 also performed excellently.\\n\\nConclusion\\n\\nBuying a GPS watch is a big decision and a significant investment. You should check out our reviews for a more in-depth look at the various models we tested. If you're hoping to get remote and want to pair your watch with a satellite communicator or juice it back up with a solar power bank, we've tested those too.\\n\\nYou might find yourself researching for weeks or even months before finding the right one at the right price. We hope our insights and in-depth comparative research have helped you find confidence in taking the plunge into this investment. Take our thoughts and use cases and determine what's most important to you. There is a GPS watch here for everyone, and we hope this makes your decision process a little easier. Have fun out there!\", \"url\": \"https://www.outdoorgearlab.com/topics/camping-and-hiking/best-gps-watch\", \"with\": [\"A GPS watch can be a handy sidekick for the backcountry, fitness training, or daily activities, providing you with accurate navigation, health metrics, and even the ability to answer phone calls.\", \"The Garmin Forerunner 970 is built for runners and multi-sport athletes who demand performance and dependability.\", \"The Suunto Run strikes an excellent balance between performance and price, offering a bright AMOLED display and near-flagship-level accuracy.\", \"With 30+ hours of GPS usage or up to two weeks of typical daily use, frequent charging isn't necessary.\", \"Most gave us smooth tracks that consistently stayed within 1-3% of the actual measured distance.\"], \"without\": [\"Reviews You Can Rely On\", \"Training Gear\", \"Displaying 1 - 18 (scroll right to see all products)\", \"Show Full Specification Details\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4082", "input": "https://www.oracle.com/health/ai-healthcare/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4082\", \"ground_truth_path\": \"source/test/ground-truth/4082.json\", \"ground_truth_sha256\": \"7d5706adab6bc59e1a1cd6e9a8b49323af3c9c01d20dacac4073a141450c92c7\", \"html_path\": \"source/test/html/4082.html.gz\", \"html_sha256\": \"4b0e484d0c34fa9df781bb64c44b3aa94ff78f84a66d3c73f1221d79ffb97a4c\", \"page_type\": \"article\", \"reference\": \"Aaron Ricadela | Senior Writer | July 2, 2025\\n\\nGlobal healthcare systems are strained by aging populations, growing numbers of chronically ill patients, rising treatment and drug costs, and personnel shortfalls. Meanwhile, burdensome documentation requirements are contributing to physician and nurse burnout.\\n\\nRapid advances in predictive and generative AI are already improving how medical professionals, clinical researchers, and administrators at hospitals and insurers work, and they're poised to deliver even more transformative changes in the coming years. These AI systems excel at spotting hidden patterns in large data sets, zeroing in on hard-to-discern details in medical images, supporting diagnoses in complex cases, and recommending operational improvements that may be applied to pare costs. These advances could lead to process reforms, productivity gains, and improved patient outcomes. Read on to learn about the benefits, challenges, and applications of AI in healthcare.\\n\\nWhat Is AI?\\n\\nAI uses complex statistical prediction models and large amounts of computing to help solve complex problems, understand and respond to natural language queries, create videos and other forms of online content, classify images, and more. Neural networks, including large language models, are trained on large amounts of historical data to construct AI models that can make predictions to help users anticipate and solve a range of problems. These models can also go back through their statistical parameters to correct errors and transfer their knowledge to draw inferences about new problems and domains. Large investments in the data centers and chips needed to train AI models and power their inferencing (the reasoning process they use to respond to user queries) have fueled the AI boom.\\n\\nWhat Is AI in Healthcare?\\n\\nPhysicians, clinical researchers, pharmaceutical companies, and medical staff are using artificial intelligence technology to aid diagnoses, patient exams, drug development, and hospitals' efficiency. Electronic health records (EHRs) have come into widespread use in US hospitals and medical practices over the past 15 years, in large part because of billions of dollars in federal incentives. While they've made recordkeeping more accurate and reduced medical errors, their unwieldy note-taking requirements, hard-to-navigate screens, and often superfluous alerts and inbox messages have also created extra work for healthcare professionals. AI agent–enhanced EHRs can help save clinicians time and increase patient face time by requesting that they generate summaries of patients' conditions, medications, and lab results before exams, quickly jump to key functions, and speak or type natural language commands.\\n\\nIn radiology, AI systems can help spot areas of scans with the highest probability of abnormal tissue growth or measure specific indicators, such as changes in kidney volume, that can help physicians predict function declines before they show up in blood tests.\\n\\nMany AI healthcare applications, however, are aimed at easing hospitals' and medical practices' administrative burdens—for example, by automating billing and scheduling, helping write prior authorization letters to insurance companies, or reminding a patient that it's time for a mammogram. The healthcare IT sector is building GenAI systems that support diagnoses by analyzing patients' histories, exam findings, and lab test results alongside reviews of existing bodies of knowledge about diseases, and reaching conclusions that can assist physicians on complex cases.\\n\\nKey Takeaways\\n\\n- EHRs in development are incorporating generative AI that lets doctors see summaries of patients' charts and lab results and filter information relevant to specific ailments.\\n- Diagnostic tools using AI can save radiologists time and boost their accuracy by showing scan areas with the highest probability of cancerous tissue growth, or by measuring indicators that can help predict organ function declines before they show up in blood tests.\\n- AI can help draw conclusions from data in disparate sources—including EHRs, medical device outputs, and genomic test results—that could be relevant to research and care.\\n- In the back office, AI is can help billing departments maximize revenue, automate scheduling, remind patients of screenings, and draft prior authorization requests.\\n\\nBenefits of AI in Healthcare\\n\\nAI is poised to deliver a range of benefits in medical research, drug development, clinical diagnoses and care, and healthcare administration.\\n\\n- EHRs: Electronic health record systems enhanced with generative AI can save physicians time by helping them prepare for appointments with concise patient summaries, simplifying system navigation, and automating note-taking.\\n- Diagnostic imaging: Hospital radiology departments are using AI to analyze medical images in order to help identify organ and other problems and aid in predicting diseases faster and more precisely than they could before.\\n- Hospital scheduling and planning: AI-enhanced scheduling systems can help administrators allocate personnel and equipment to where they're needed most. Robots with onboard AI can learn new routines for the efficient delivery of medicines, lab samples, food, and other supplies.\\n- Clinical trials: Pharma companies are sifting EHR data on health outcomes and demographics to find clinical trial participants. Research work at the Cambridge Centre for AI in Medicine aims to find subgroups of patients among those in failed trails who did benefit from a treatment. Drug development in labs is benefiting from AI models that can spot patterns in the ways molecular compounds interact with pathogens that may make them suitable as candidates for further study.\\n- Medical research: EHRs contain copious typed notes with valuable information about treatments and outcomes, but that unstructured data has been hard to extract for research. Natural language processing can pull data from those clinical notes to help reveal drugs' side effects or identify early warning signs of diseases. Industry standards such as Minimal Common Oncology Data Elements (mCODE) for cancer can make EHR data from different software platforms available to researchers so they can compare treatment options.\\n- Drug safety: The field may soon benefit from AI systems that mine clinical data stored in EHRs to measure medicines' efficacy and risk among different demographic groups. Large language models, assisted by a technique called retrieval-augmented generation (RAG), can combine pharmaceutical company data sets to help find patients with a higher risk of adverse drug reactions.\\n\\nChallenges of AI in Healthcare\\n\\nApplying AI to EHR data doesn't automatically result in improved insights, patient care, and hospital processes. Clinicians, administrators, and other staff need to trust the technology enough to use it regularly and be aware of the potential for mistakes. Financially strapped hospitals need to understand the high cost of cleaning up and anonymizing patient data so it's ready to train AI models. Read on for more on these and other challenges.\\n\\n- Doctor trust: Medical practitioners can be reluctant to use systems that could result in errors or replace their work. AI-based systems need to serve as assistants that help them improve care, moving carefully from low-risk use cases to higher-risk ones.\\n- Privacy rules: Strict rules for how healthcare data can be shared and accessed have limited the data available for AI model training. But global regulations are changing to let more healthcare data be used to train models and support medical decisions. For example, the European Health Data Space regulation establishes common formats for medical data and rules on reuse. The UK's Data (Use and Access) Bill would make data on preexisting conditions, appointments, and tests accessible across the National Health Service regardless of which IT system created it.\\n- Data quality: Complete, and standardized medical data is essential to effective AI-based diagnoses and treatments. But the process of cleansing data to help ensure its quality can strain the finances of healthcare providers, especially hospitals and other practices with slim profit margins.\\n- Data silos: The lack of interoperability among EHRs from different vendors has limited data sharing among different healthcare providers. So has the lack of interoperability across systems at clinical research groups, pharma companies, and government organizations. Industry standards and government data exchanges are helping.\\n\\n10 Use Cases and Examples of AI in Healthcare\\n\\nMedical professionals are applying AI across a range of applications to improve diagnostic insights and clinical decisions, predict patient outcomes, and accomplish so much more. Here are 10 of the most common AI use cases in healthcare and life sciences.\\n\\n1. Medical imaging: AI analysis of X-rays, MRIs, and CT scans can assist physicians in their diagnoses—for example, by identifying changes in kidney volume to predict function declines early. AI tools can help spot areas of scans with the highest probability of abnormal tissue growth.\\n2. Predictive decision-making: One operator of rehabilitation hospitals in the US is using AI models to help predict patient falls and flag discharged patients who may be at higher risk for readmission. Healthcare providers are also using AI to help make better decisions based on forecasts of disease risks and patient outcomes.\\n3. Clinical decision support: In a limited study published in 2024 in JAMA Network Open, medical diagnoses based solely on feeding six cases to OpenAI's GPT-4 GenAI chatbot were far more accurate than those rendered by doctors using the chatbot only for assistance and those not using it at all.\\n4. Natural language processing: AI algorithms can automate note-taking during patient exams through voice recognition. They can also help extract insights from clinical notes.\\n5. Drug discovery: By screening molecular compounds in a pharma company's library for efficacy, AI can help accelerate the identification of new treatments and therapies. It can also be used to help predict drugs' safety and side effects.\\n6. Personalized medicine: AI algorithms can provide insight into individual patients' responses to drugs based on their genetics, helping practitioners determine the optimal timing and dosage.\\n7. Administrative automation: AI-based software can simplify patient scheduling, follow-ups, billing, and documentation, as well as help providers cut costs by predicting needs for medical staff and equipment.\\n8. Remote patient monitoring: AI-enabled sensors and devices worn by patients can help doctors monitor patients' cardiac, diabetes, cancer, and other conditions so they can intervene when patients don't adhere to treatment, exercise, dietary, and other plans.\\n9. Virtual health assistants: AI-based chatbots can help advise patients on conditions and treatments and recommend lifestyle or dietary changes. Providers can also use chatbots to help patients schedule and prepare for appointments.\\n10. Robotic surgery: Surgeon-controlled, computer-guided systems of cameras, mechanical arms, and instruments, augmented by AI, can operate in some cases with greater precision than doctors using hand-held instruments, potentially leading to fewer complications, less bleeding, and faster recovery times. AI algorithms can also help plan robotic surgical steps, position instruments, and classify medical images.\\n\\nWhat Is the Future of AI in Healthcare?\\n\\nFurther development and adoption of national and industry standards will help healthcare organizations and governments share more data, providing a stronger basis for AI-driven insights. But financially pressured hospitals will need to find ways to invest in the latest tools and prepare their data for AI analysis.\\n\\nLikely to come into wider use are hospital robots that nurses and other staff control from their phones to help ferry lab samples, medical equipment, and supplies to shorten delivery times and free up staff time. EHRs that use GenAI to quickly get pertinent information to physicians at the right time and cut down on complex screen navigation are also starting to come to market.\\n\\nWithin the next decade, doctors will likely benefit from AI systems that help support medical decision-making during patient visits, suggesting diagnoses via a PC or tablet based on what the doctor has said, the existing literature, and data about similar past cases. The systems could also help recommend tests and medicines.\\n\\nModernize Healthcare with Oracle\\n\\nOracle Health products enhance various aspects of care, including through generative AI. They can help personalize workflows for staff, streamline managing patients, and provide relevant information before exams.\\n\\nOracle Health Clinical AI Agent captures doctor-patient conversations to generate draft EHR notes, and it lets doctors call up data from patients' medical histories via voice commands. Oracle Health Data Intelligence lets providers and payers perform AI analyses on clinical and financial data. The services can prioritize high-risk patients, flag overdue screenings, and prompt patients to schedule appointments.\\n\\nAI in Healthcare FAQs\\n\\nHow is AI used in healthcare?\\n\\nArtificial intelligence is transforming numerous aspects of patient care and healthcare administration, including diagnostic support, personalized treatment plans, documentation, clinical trials, and hospital planning.\\n\\nWhat is an example of AI in healthcare?\\n\\nAI-enhanced healthcare software can quickly call up information about patients' histories from electronic health records, help doctors more quickly document patient visits, assist pharma companies in designing clinical trials, and help hospitals plan staffing.\", \"url\": \"https://www.oracle.com/health/ai-healthcare/\", \"with\": [\"Global healthcare systems are strained by aging populations, growing numbers of chronically ill patients, rising treatment and drug costs\", \"Hospital scheduling and planning: AI-enhanced scheduling systems can help administrators allocate personnel and equipment to where they're needed most\", \"Natural language processing: AI algorithms can automate note-taking during patient exams through voice recognition\", \"Artificial intelligence is transforming numerous aspects of patient care and healthcare administration, including diagnostic support\", \"Large language models, assisted by a technique called retrieval-augmented generation (RAG), can combine pharmaceutical company data sets\"], \"without\": [\"Skip to content\", \"Sign in to Cloud\", \"Sign Up for Free Cloud Tier\", \"Access the ebook\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4092", "input": "https://www.citizensbank.com/learning/a-young-professionals-guide-to-saving.aspx", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4092\", \"ground_truth_path\": \"source/test/ground-truth/4092.json\", \"ground_truth_sha256\": \"d2b017c7648877bf38c19d680a036c121657f9b1cbff4ea28e2c930f2cee2295\", \"html_path\": \"source/test/html/4092.html.gz\", \"html_sha256\": \"f0a8311f77b63bfd0910489a6af7a4fcc8afd0375bf4833e7d3d9c5d7ea2aa26\", \"page_type\": \"article\", \"reference\": \"Key takeaways\\n\\nThe article provides practical steps to create smart strategies for saving money. It's recommended that you pay down your high-interest debt first, especially credit cards with premium rates. And if you can, pay your balance in full to reduce the interest you pay. When your money is freed from paying off debts, you can put it to work. Whether it's stocks, bonds or other instruments, a financial advisor can guide you through investment options.\\n\\nIt's good practice to start saving money as soon as you land your first job. But saving money can bring up complicated questions: How much of my income should I save? How much can I afford to invest in my 401(k)? And how can I save while also paying down my student debt?\\n\\nThis article offers practical steps, so you can be ready to save for the future. Let's start with your monthly budget.\\n\\nStep 1: Make a budget\\n\\nA written budget maps out your income and expenses by showing where your money goes, month-to-month. It supports your spending and savings plan.\\n\\nBudgeting may sound complicated, but it starts with just a few simple steps.\\n\\n- Ask yourself why you're budgeting. What goals are you working toward and what do you need to achieve them? Figure your monthly income and recurring expenses, including living expenses (rent, utilities) and regular payments (student loans, car payment). This can help you see how much money you have left for everything else.\\n- Set a budget for different categories of spending. Outside of what you need for food and shelter, you should have some discretionary income for dining out, entertainment, travel, etc.\\n- Make sure to leave a portion for savings. A good rule of thumb is to squirrel away 15 to 20 percent of your income each month. It's okay if you can't afford that amount just yet. There are strategies to build it up over time, so it doesn't feel overwhelming. For example, start with a percentage that's doable and raise it at the beginning of each new calendar year. Before you know it, you'll be saving like a champ.\\n\\nStep 2: Plan your savings\\n\\nThat extra money can build for the future. You may have a variety of savings goals to put the funds toward. There are two or three pots you should take extra care to fill, first:\\n\\n- Emergency fund. This should cover three to six months of living expenses. The money from this fund can come in handy when paying for unexpected expenses or events, like a car repair or job loss.\\n- Employer-sponsored retirement plans. Many companies offer a 401(k) plan to help employees save for when they stop working. You can contribute up to $23,000 a year to your retirement account. It also allows employers to match some, or all of your contributions. If you can't save the maximum amount per year ($1,916.66 per month), strive to contribute at least the amount of the employer match. Your 401(k) plan documents will tell you the percentage of any potential company match. Don't leave \\\"free money\\\" on the table, by not taking advantage of this benefit.\\n- Personal retirement accounts. You can also open an individual retirement account. This account can help you save for retirement regardless of the benefits your employer offers. IRAs often have a wider array of investment options, and once the account is set up, you can contribute up to $7,000, annually.\\n\\nTo make saving easier, you can automate your contributions with recurring deposits. You may also consider adding to your paycheck deferral one percent of your salary increase each time you get a pay raise. This ensures your savings grow along with your present prosperity.\\n\\nBonus tip: leverage financial tools, like Citizens Savings Tracker, to help automate your savings so you can stay on top of your goals.\\n\\nWith any retirement account, it pays to start early, even if you can't contribute that much at first. These accounts grow through compounding interest. This type of interest is reinvested, and ultimately, provides more money for retirement. So, a little today can grow into a lot, given enough time.\\n\\nStep 3: Manage your debt\\n\\nWhether it's from student loans or credit cards, debt and the associated interest can really add up. According to one independent study, the average young borrower has about $29,702 in non-mortgage debt. Millennial homeowners carry an average mortgage balance of $295,689.\\n\\nPaying off debt can help free up money for other things. The quicker you pay it off, the less interest you must cover as the debt lingers. It's generally recommended that you pay down your high-interest debt first, especially credit cards with premium rates. And if you can, pay your balance in full to reduce the interest you pay.\\n\\nStep 4: Invest\\n\\nWhen your money is freed from paying off debts, you can put it to work. Whether it's stocks, bonds or other instruments, a financial advisor can guide you through investment options.\\n\\nYou don't need to be fabulously wealthy to get started. Simply begin with whatever you have left over from maxing out your 401(k). Investing a little early goes a long way. If a 25-year-old invests $240 per month, assuming a 9% yearly return, they'll have $1 million by the time they're 65. However, wait just ten years to start, at age 35, and they'll have to put away a lot more money, each month, to reach the same milestone.\\n\\nBy understanding what you have, what you need, and how you can make that money work for you, it's easier to save for the important things in life. Now that you have more information about saving your money, try the Citizens retirement planner calculator to see if you're on track for your own retirement.\\n\\nReady to tackle your financial goals?\\n\\nWhen you have multiple goals to save for, you don't have to feel overwhelmed. Planning and prioritization can make you ready to reach them all. Citizens is here to help – with banking that stands with you and grows with you. And with automatic transfers from your checking to your savings account, you can set money aside and watch your savings add up.\", \"url\": \"https://www.citizensbank.com/learning/a-young-professionals-guide-to-saving.aspx\", \"with\": [\"It's good practice to start saving money as soon as you land your first job. But saving money can bring up complicated questions\", \"Employer-sponsored retirement plans. Many companies offer a 401(k) plan to help employees save for when they stop working.\", \"The quicker you pay it off, the less interest you must cover as the debt lingers.\", \"If a 25-year-old invests $240 per month, assuming a 9% yearly return, they'll have $1 million by the time they're 65.\", \"When you have multiple goals to save for, you don't have to feel overwhelmed.\"], \"without\": [\"Find a Branch/ATM\", \"Customer Service\", \"Checking Accounts\", \"NOT FDIC INSURED\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4096", "input": "https://www.reithandassociates.com/blog/financial-planning-for-the-future-you---tips-for-millennials-gen-z", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4096\", \"ground_truth_path\": \"source/test/ground-truth/4096.json\", \"ground_truth_sha256\": \"5ed47e56d814710e95f06b0c990620c5c543e3ac737fca19312db2203939a309\", \"html_path\": \"source/test/html/4096.html.gz\", \"html_sha256\": \"0e26f54933b259058969b304881a3aaad8259efd8fb480c7b2b32fc92cf32153\", \"page_type\": \"article\", \"reference\": \"In today's fast-paced world, financial stability and security are more important than ever. For Millennials and Gen Z, navigating the complexities of personal finance can seem daunting, but with the right guidance, building a solid financial foundation is entirely achievable. This blog aims to provide practical and actionable tips to help you plan for a prosperous future, regardless of your current financial situation.\\n\\nWe will cover essential topics such as budgeting, saving, investing, and retirement planning. Additionally, we will explore the importance of setting financial goals, understanding credit, and the benefits of having an emergency fund. By the end of this blog, you will be equipped with the knowledge and tools necessary to make informed financial decisions and secure your financial future. Let's embark on the journey to financial empowerment together!\\n\\nSetting the Stage: Understanding the Importance of Financial Planning\\n\\nWhy Financial Planning Matters\\n\\nFinancial planning is essential for creating a roadmap to achieve your monetary goals. It provides clarity and direction, helping you to manage your income, expenses, and investments effectively. Without a solid financial plan, it is easy to lose track of your finances and make hasty decisions that could have long-term negative impacts. By understanding where your money goes and how to maximize its potential, you can build a more secure and prosperous future.\\n\\nThe Benefits of Early Financial Planning\\n\\nStarting financial planning early in life offers a plethora of benefits. The power of compounding interest, for instance, significantly boosts your savings and investments over time. Early planning can prepare you for unexpected events, reduce stress related to financial uncertainties, and give you a head start on achieving your long-term objectives like buying a home, starting a family, or retiring comfortably.\\n\\nSteps to Develop a Financial Plan\\n\\nCreating a financial plan involves several key steps:\\nAssess Your Current Financial Situation: Take an inventory of your assets, liabilities, income, and expenses.\\nSet Financial Goals: Define both short-term and long-term objectives, such as paying off debt, saving for an emergency fund, or investing for retirement.\\nCreate a Budget: Develop a realistic budget that aligns with your financial goals and helps you track your spending.\\nImplement the Plan: Start putting your plan into action, making adjustments as necessary.\\nMonitor and Revise: Regularly review your financial plan to ensure it remains aligned with your goals and adjust it as your circumstances change.\\n\\nThe Role of a Financial Advisor\\n\\nSeeking the advice of a financial advisor can be incredibly beneficial, especially if you're new to financial planning. A financial advisor can provide personalized guidance based on your unique financial situation and help you develop strategies to meet your goals. They can also offer insights into investment opportunities and risk management, ensuring that you're on the right path towards financial stability.\\n\\nUnderstanding and embracing the importance of financial planning is the first step toward taking control of your financial future. With careful planning and disciplined execution, you can achieve financial security and peace of mind.\\n\\nCreating a Realistic Budget for Long-Term Success\\n\\nAssessing Your Income and Expenses\\n\\nThe first step in creating a realistic budget is to evaluate your current financial situation. Begin by listing all sources of income, including your salary, freelance work, interest, dividends, and any other money you regularly receive. Next, track your expenses for at least one month to get a clear picture of where your money is going. Categorize your expenses into fixed costs (such as rent, utilities, and loan payments) and variable costs (like groceries, entertainment, and dining out).\\n\\nSetting Realistic Financial Goals\\n\\nOnce you have a clear understanding of your income and expenses, the next step is to set realistic and achievable financial goals. These goals should be specific, measurable, attainable, relevant, and time-bound (SMART). For example, you might set a goal to save $5,000 for an emergency fund within a year or to pay off a $3,000 credit card debt in six months. Having clear goals will give you direction and motivation to stick to your budget.\\n\\nPrioritizing Your Spending\\n\\nCreating a budget involves prioritizing your spending to align with your financial goals. Start by covering your essential expenses, such as housing, utilities, groceries, and transportation. Once your essentials are covered, allocate funds towards your financial goals, such as saving, investing, or paying off debt. Finally, budget for discretionary spending, like entertainment and dining out, ensuring it does not derail your financial plan.\\n\\nBuilding an Emergency Fund\\n\\nAn essential component of a realistic budget is building an emergency fund. This fund acts as a financial safety net, providing you with the resources to cover unexpected expenses or emergencies without going into debt. Aim to save at least three to six months' worth of living expenses in a separate, easily accessible account. Consistently contribute to your emergency fund until you reach your desired amount.\\n\\nMonitoring and Adjusting Your Budget\\n\\nCreating a budget is not a one-time task but an ongoing process. Regularly review your budget to ensure you are staying on track and making progress towards your goals. Life circumstances and financial situations can change, so it's essential to adjust your budget as needed. If you experience a change in income, unexpected expenses, or achieve one of your financial goals, update your budget accordingly to reflect your new situation.\\n\\nStaying Disciplined and Motivated\\n\\nSticking to a budget requires discipline and commitment. To stay motivated, periodically review your financial goals and celebrate your progress. It can also be helpful to use budgeting tools or apps to track your spending and keep you accountable. By consistently adhering to your budget, you will develop healthy financial habits and set yourself up for long-term financial success.\\n\\nSaving Strategies for Millennials and Gen Z\\n\\nEmbrace Technology for Budgeting and Saving\\n\\nOne of the most effective ways for Millennials and Gen Z to stay on top of their finances is by leveraging technology. Budgeting apps and financial tools can help track expenses, set savings goals, and automate investments. Apps like Mint, YNAB (You Need A Budget), and PocketGuard offer user-friendly interfaces and real-time updates, making it easier to manage money and understand spending habits.\\n\\nAutomate Savings\\n\\nAutomating savings is a powerful strategy to ensure that money is saved consistently. Setting up automatic transfers from your checking account to a savings account each month can make saving effortless and consistent. Many banks and financial institutions offer features that allow you to set up these automatic transfers, helping to make saving a habit rather than an afterthought.\\n\\nTake Advantage of Employer-Sponsored Retirement Plans\\n\\nFor those with access to employer-sponsored retirement plans, such as 401(k)s, it is crucial to take full advantage of these opportunities. Many employers offer matching contributions up to a certain percentage of your salary, which is essentially free money for your retirement. Contributing at least enough to get the full match should be a priority.\\n\\nExplore Roth IRAs and Other Tax-Advantaged Accounts\\n\\nIn addition to employer-sponsored plans, Millennials and Gen Z should consider opening a Roth IRA or other tax-advantaged accounts. A Roth IRA allows contributions with after-tax dollars, and qualified withdrawals during retirement are tax-free. This can be beneficial if you expect to be in a higher tax bracket in the future.\\n\\nFocus on Debt Repayment\\n\\nPaying off high-interest debt should be a priority as it can significantly impact your financial health. Strategies like the debt avalanche (paying off debts with the highest interest rates first) or the debt snowball (paying off the smallest debts first to build momentum) can be effective in managing and reducing debt.\\n\\nEstablish an Emergency Fund\\n\\nAn emergency fund is a critical component of financial security. This fund should cover three to six months' worth of living expenses and be kept in a separate, easily accessible account. Having an emergency fund can provide peace of mind and prevent the need to incur debt in the event of unexpected expenses.\\n\\nInvest Early and Regularly\\n\\nStarting to invest early allows you to take advantage of the power of compounding interest. Even small, regular contributions to an investment account can grow significantly over time. Consider low-cost index funds or exchange-traded funds (ETFs) that offer diversification and have historically provided steady returns.\\n\\nBe Mindful of Lifestyle Inflation\\n\\nAs income increases, it's tempting to upgrade your lifestyle with more expensive habits and possessions. This phenomenon, known as lifestyle inflation, can hinder saving efforts. Maintaining a frugal mindset and prioritizing long-term financial goals over short-term luxuries can help prevent overspending.\\n\\nEducate Yourself on Personal Finance\\n\\nContinuous learning about personal finance is essential. There are numerous resources available including books, podcasts, and online courses that can enhance your understanding of money management, investing, and saving strategies. Being informed can help you make better financial decisions and stay on track toward your goals.\\n\\nThe Power of Compound Interest: Starting Early with Savings\\n\\nUnderstanding Compound Interest\\n\\nCompound interest is the process of earning interest on both the initial principal and the accumulated interest from previous periods. It differs from simple interest, which is only calculated on the principal amount. Over time, compound interest can significantly increase the value of your investments, highlighting the importance of starting to save early.\\n\\nThe Benefit of Time\\n\\nThe earlier you start saving and investing, the more time your money has to grow through the power of compound interest. For example, if you start investing $100 a month at age 25 with an annual return of 7%, you could accumulate over $250,000 by age 65. However, if you wait until age 35 to start investing the same amount, you'd end up with around $120,000 less by the same age.\\n\\nConsistent Contributions Make a Difference\\n\\nRegular contributions, no matter how small, can greatly affect the growth of your savings through compounding. Automating contributions to your investment accounts ensures that you consistently invest without needing to remember each month. This strategy not only makes saving more manageable but also reinforces good financial habits.\\n\\nCompounding in Various Investment Vehicles\\n\\nCompound interest can work in several types of investment accounts, including savings accounts, retirement accounts, and brokerage accounts. High-yield savings accounts offer compounding interest daily, monthly, or quarterly, while investments in stocks, bonds, and mutual funds grow through reinvestment of earned interest and dividends.\\n\\nAvoiding High Fees and Costs\\n\\nTo maximize the benefits of compound interest, it is crucial to manage and minimise investment fees. Low-cost index funds and ETFs (Exchange Traded Funds) often provide broad market exposure with lower expense ratios compared to actively managed funds. Keeping fees low means more of your earnings remain invested and continue to compound over time.\\n\\nThe Importance of Tax Efficiency in Investments\\n\\nUtilizing Tax-Advantaged Accounts\\n\\nTax-advantaged accounts like 401(k)s, IRAs, and Roth IRAs can provide significant tax benefits, enhancing the effects of compound interest. Traditional 401(k)s and IRAs allow for tax-deferred growth, meaning you don't pay taxes on earnings until you make withdrawals in retirement. Roth IRAs offer tax-free growth, provided certain conditions are met.\\n\\nTax-Efficient Investment Strategies\\n\\nTax-efficient investment strategies involve placing investments in the most advantageous accounts and balancing between taxable and tax-advantaged accounts. For example, placing high-growth investments in a Roth IRA can be beneficial as their growth won't be taxed upon withdrawal. Using tax loss harvesting in taxable accounts can offset gains and reduce your tax liability.\\n\\nExploring Different Investment Options: Stocks, Bonds, and Mutual Funds\\n\\nUnderstanding Stocks\\n\\nStocks represent ownership shares in a company. When you buy a stock, you become a shareholder and own a portion of that company. Stocks are considered a more volatile investment due to their price fluctuations, but they also offer the potential for substantial returns over the long-term. Investing in individual stocks requires research and an understanding of the market, as well as a willingness to accept the associated risks. Diversifying your stock investments can help mitigate some of these risks.\\n\\nThe Role of Bonds\\n\\nBonds are debt securities issued by corporations, municipalities, or governments to raise capital. When you purchase a bond, you are essentially lending money to the issuer in exchange for periodic interest payments and the return of the bond's face value at maturity. Bonds are typically considered safer investments compared to stocks, though they generally offer lower returns. Incorporating bonds into your portfolio can provide steady income and reduce overall portfolio risk due to their relatively stable nature.\\n\\nAdvantages of Mutual Funds\\n\\nMutual funds pool money from many investors to purchase a diversified portfolio of stocks, bonds, or other securities. They are managed by professional fund managers who make decisions about which securities to include based on the fund's investment objectives. Mutual funds offer individual investors access to a broad range of investments without requiring extensive knowledge or large sums of money. They come in various types, including equity funds, bond funds, and balanced funds, each catering to different investment goals and risk tolerances.\\n\\nComparison and Diversification Strategies\\n\\nWhen deciding between stocks, bonds, and mutual funds, consider your risk tolerance, investment horizon, and financial goals. Stocks can provide high growth potential but come with higher risk. Bonds offer stability and regular income but typically yield lower returns. Mutual funds offer diversification and professional management, making them suitable for investors seeking a balanced approach. A well-diversified portfolio often includes a mix of these investment types, tailored to individual preferences and objectives. Diversification helps spread risk and can improve the likelihood of achieving consistent returns over time.\\n\\nTake the Next Step with Reith & Associates\\n\\nReady to secure your financial future and make the most of your investments? Contact Reith & Associates today for personalized investment advice and portfolio management services. Our team of experienced professionals is here to help you navigate the complexities of investing and achieve your financial goals. Schedule a consultation with us and start building a prosperous future. Reach out now to learn more!\", \"url\": \"https://www.reithandassociates.com/blog/financial-planning-for-the-future-you---tips-for-millennials-gen-z\", \"with\": [\"In today's fast-paced world, financial stability and security are more important than ever\", \"Creating a budget involves prioritizing your spending to align with your financial goals\", \"Compound interest is the process of earning interest on both the initial principal and the accumulated interest from previous periods\", \"Strategies like the debt avalanche (paying off debts with the highest interest rates first) or the debt snowball\", \"Take the Next Step with Reith & Associates\"], \"without\": [\"Business Solutions\", \"Why Choose Us\", \"Latest\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4098", "input": "https://prismfitnessgroup.com/product/selfguided-roller/?srsltid=AfmBOornXIQqVZ6xvTB-CK6sNBe0t1PCNx4eRPPEpk2gCZlUcXc05Qjb", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4098\", \"ground_truth_path\": \"source/test/ground-truth/4098.json\", \"ground_truth_sha256\": \"d781c46b7f29923855bd44536f9829690475a62fb86fd7848b9a31631dd87936\", \"html_path\": \"source/test/html/4098.html.gz\", \"html_sha256\": \"7be67e3bc4dd79c272183d71203dce9b76ec27f9635649c43638dcbb59ca56dc\", \"page_type\": \"product\", \"reference\": \"$ 48.99\\n\\nSKU: 400-150-020\\n\\nDescription\\n\\nThe Smart Recovery Foam Roller is the perfect tool for anyone looking to improve their muscle recovery and performance. Use it to release muscle tension before, during and after workouts. Using a foam roller can help improve your mobility and range of motion. Not only that, but it can also help to relieve pain and tension in your muscles. This foam roller is ideal for beginners but can is also a great tool for athletes and fitness regulars.\\n\\nA consistent foam-rolling routine can help prevent common exercise related injuries. Runners may be familiar with the infamous IT band pain. Using a foam roller to massage away facia build up can help prevent discomfort and keep runners going for miles! On the other end of the spectrum, for those individuals sitting at a desk all day, a full-body rolling routine encourages tension release and improved posture. Emphasis on hip flexors and lower back can counteract tightness from long hours spent sitting. For gym rats and health nuts, foam rolling can provide great benefits before and after a workout. Rolling prior to exercising can decrease muscle density, thus enhancing the warm-up phase; rolling after a workout encourages flexibility and improved recovery.\\n\\nThe Smart Recovery Foam Roller features 9 movements that are directly on the foam roller for easy reference. This 2-ft long foam roller is big enough to cover entire muscle groups, but small enough to comfortably fit into your gym duffle bag. The durable polyethylene foam is designed for moderate to heavy use while still holding its shape.\\n\\nWHY THIS PRODUCT?\\n\\n- Self-guided, comes with 9 exercises to get you moving right away\\n- 2 feet long, can cover large muscle groups\\n- Removeable cover is machine washable\\n\\nFoam rollers are often used to reduce tension and increase muscle length for either a pre-workout warm-up or post-exercise active recovery.\\n\\nNote this product is no longer available in green.\", \"url\": \"https://prismfitnessgroup.com/product/selfguided-roller/?srsltid=AfmBOornXIQqVZ6xvTB-CK6sNBe0t1PCNx4eRPPEpk2gCZlUcXc05Qjb\", \"with\": [\"A consistent foam-rolling routine can help prevent common exercise related injuries\", \"The Smart Recovery Foam Roller features 9 movements that are directly on the foam roller for easy reference\", \"2 feet long, can cover large muscle groups\", \"Removeable cover is machine washable\", \"The durable polyethylene foam is designed for moderate to heavy use while still holding its shape\"], \"without\": [\"Shop Products\", \"Self-Guided Fitness\", \"Smart Exercise Mat\", \"Smart Medicine Balls\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4103", "input": "https://www.cybersaint.io/blog/cybersecurity-best-practices-for-small-businesses-and-startups", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4103\", \"ground_truth_path\": \"source/test/ground-truth/4103.json\", \"ground_truth_sha256\": \"28708b88dd31b260514cde7b248faf68503480b1c3cc33e03886c795c3bc45d6\", \"html_path\": \"source/test/html/4103.html.gz\", \"html_sha256\": \"bda66e355ef23160be8286e5e733a04871be64ce6b1840abc880ea34348af363\", \"page_type\": \"article\", \"reference\": \"Did you know that about 60% of small businesses shut down within 6 months by falling victim to a data breach or cyber-attack, where the average global breach cost hovers at $3.62 million? According to the IBM Cost of a Data Breach Report 2021, the cost of 95% of incidents for small businesses can cost up to $653,587.\\n\\nMoreover, the number of intrusion attempts in 2021 increased by 11% (5.3 trillion), cryptojacking by increased by 19% (97.1 million), and ransomware attacks increased by 105% (623.3 million).\\n\\nSurprised?\\n\\nWell, SME owners and entrepreneurs often have difficult decisions to make, and their small business's cybersecurity becomes an afterthought to them. In turn, their businesses suffer the consequences of such an oversight. In 2021, more than 45% of data and security breaches impacted small businesses, among which phishing and denial-of-service attacks were the most common attack vectors.\\n\\nKeeping small businesses and startups safe from hackers, data breaches, and losses of sensitive personal information requires more than antivirus software or a firewall. Undoubtedly, with the phenomenal world of opportunities – the Internet – where almost 150 TB of Internet traffic takes place each second, businesses now have the competency to reach wider and larger audiences, customers, and clients from all over the globe.\\n\\nAt the same time, cybersecurity has become a foundational element of keeping a business running in today's world. So, who needs cyber security? Every business owner must be aware of cyber threats, regulatory compliance, and the company's security posture to assess where existing vulnerabilities may exist and could make them a target of cybercriminals. Entrepreneurs who are proactive in their security and risk management process and educate themselves on cyber trends and programs will stay ahead of their competition.\\n\\nImplementing Cybersecurity for Small Business\\n\\nA common misconception is that a cyberattack will never happen to your business because you are new or too small to be targeted, but that is untrue.\\n\\nCybersecurity is undoubtedly crucial for any business – whether it's a million-dollar corporation or a startup. However startups are more prone to data breaches and cyberattacks because there is a shortage of experienced professionals, smaller budgets, limited security awareness, old security measures, and failure in securing endpoints.\\n\\nStartups might not have an enormous scope of threat like larger businesses, but they still are entrusted with sensitive employee and customer information – and this is exactly what hackers are interested in.\\n\\nData from Verizon's 2020 Data Breach Investigations Report (DBIR) clearly specifies that 28% of small businesses were victims of data breaches. Considering the US Small Business Administration's (SBA) Office of Advocacy data, 99.9% of all businesses in the US are small businesses having less than 500 employees. Hence, plenty of startups and companies need help with cyber security.\\n\\nMoreover, the slightest hiccup can hinder business growth. According to Hiscox Cyber Readiness Report, nearly 65% of small businesses have experienced some form of cybercrime, and among those, 60% of startups bust within the first six months of operations.\\n\\nSmall businesses and startups can remain strong and steadfast against cybersecurity threats in their early stages by positioning cyber and IT risk management as a core function of the business. Without any professional monitoring of their risk and security posture, leaders will continue to make uninformed decisions based on dated or non-existing assessments.\\n\\nBest Practices For Protecting Small Businesses\\n\\nNow that you are aware of the seriousness of cyberattacks, you are ready to tackle cybersecurity. Here are some tips to protect your small business from cyberattacks and hackers.\\n\\n- Be proactive and prevent damage before cyberattacks spiral out of control.\\n- Increase awareness regarding the significance of cybersecurity\\n- Keep an eye on your social media accounts\\n- Get hold of the right tool that offers an all-in-one solution\\n- Create a culture of cybersecurity\\n- Secure software and applications being used by the workforce\\n- Implement multifactor authentication and single sign-on\\n- Post-startup CISO jobs to get hold of competent, high-quality IT professionals\\n- Invest in cost-effective anti-malware, firewall, and network security software\\n- Create a robust cybersecurity plan\\n- Protect your payment gateways\\n\\nAdvance Your Cybersecurity\\n\\nWith a limited budget, hiring a costly security consultant doesn't seem like a viable option for your security solution. But, startups and SMBs can rely on CyberBase to do all the work for them in a single platform for your peace of mind. Monitor compliance in real-time, automated assessments, and crosswalk against multiple standards and frameworks with CyberBase.\\n\\nFor more information on SMB and startup risk management to protect your business, contact us.\", \"url\": \"https://www.cybersaint.io/blog/cybersecurity-best-practices-for-small-businesses-and-startups\", \"with\": [\"the number of intrusion attempts in 2021 increased by 11% (5.3 trillion), cryptojacking by increased by 19% (97.1 million)\", \"Startups might not have an enormous scope of threat like larger businesses, but they still are entrusted with sensitive employee and customer information\", \"Keep an eye on your social media accounts\", \"Without any professional monitoring of their risk and security posture, leaders will continue to make uninformed decisions\", \"Monitor compliance in real-time, automated assessments, and crosswalk against multiple standards and frameworks with CyberBase\"], \"without\": [\"CyberStrong Hubs\", \"Explore the Gartner® Hype Cycle™ for Cyber-Risk Management\", \"You may also like\", \"VIEW MORE ARTICLES\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4107", "input": "https://www.sleepnumber.com/products/sleep-sound-therapy-system", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4107\", \"ground_truth_path\": \"source/test/ground-truth/4107.json\", \"ground_truth_sha256\": \"fdc4bb2eca1ba9002915354185f27c2c50256058de7fa2f504b140bb0946c1d2\", \"html_path\": \"source/test/html/4107.html.gz\", \"html_sha256\": \"afee27611fd616728d3139ca40a992b220fdd9beb30589c238f155ceff45bc29\", \"page_type\": \"product\", \"reference\": \"Sleep Sound Therapy System\\n\\nClearance - while supplies last\\n\\nCurrent price: $34.99 Original price: $49.99 Save $15\\n\\nFree shipping on all bedding\\n\\nCreate a calming environment with soothing sounds designed to help promote sleep. This white noise sound machine is compact size which makes it perfect for traveling or gifting.\\n\\nMicro SD card includes 20 calming sounds, including nature sounds and pink noise, curated based on Alpha, Beta and Delta brain waves to help coax you into a state of restfulness. High fidelity sound quality. Can also be used as a Bluetooth speaker with a 30-foot range. Built-in rechargeable lithium battery allows for 4-5 hours of cordless use on a single charge.\\n\\nIncludes:\\n\\n- One sound machine\\n- One micro SD card\\n- One USB charging cable\\n\\nFind the instruction manual in this PDF for everything you need to know about the Sleep Sound Therapy System.\\n\\nOne size:\\n\\n2\\\" x 2\\\" x 2\\\"\", \"url\": \"https://www.sleepnumber.com/products/sleep-sound-therapy-system\", \"with\": [\"Current price: $34.99 Original price: $49.99 Save $15\", \"This white noise sound machine is compact size which makes it perfect for traveling or gifting.\", \"Can also be used as a Bluetooth speaker with a 30-foot range.\", \"battery allows for 4-5 hours of cordless use on a single charge\"], \"without\": [\"1-877-773-3641\", \"Sleep Number Home\", \"Save up to 40% on select mattresses\", \"0 item(s) in your cart\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4108", "input": "https://www.thegoodtrade.com/features/plus-size-ethical-fashion/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4108\", \"ground_truth_path\": \"source/test/ground-truth/4108.json\", \"ground_truth_sha256\": \"a174b3b500194d2367bdb6080821b90ebc51ba3118051a462d779b8addad05ef\", \"html_path\": \"source/test/html/4108.html.gz\", \"html_sha256\": \"4de074c74b66c30b8961518664fc15b9a5ef9630f98988f8dcc4d144eca9af3d\", \"page_type\": \"article\", \"reference\": \"The Good Trade editors endorse products we've personally researched, tested, and genuinely love. Learn more about our methodology and business model here.\\n\\nWe've worn and written about slow fashion for a decade — these are our favorite brands for plus size sustainable clothing that are ethical, eco-friendly, and offer sizes for XXXL and up.\\n\\nFor sustainable fashion to transition from niche to normal, it's vital that fair fashion be accessible to everyone who wants to engage in it — and that includes thoughtfully made plus-size clothing. For so long, the path to adopting the slow fashion movement was blocked as brands failed to offer inclusive sizes. But not so much anymore!\\n\\nWhy is it so difficult to find sustainable plus size options?\\n\\nFinding sustainable plus-size options can be tricky because many brands still overlook the demand for inclusive sizing, especially in the slow fashion world. Sustainable clothing often requires more specialized materials and production methods, which can make it harder to scale for a wider range of sizes. Plus-size designs also need more attention to fit and structure, which some brands are hesitant to invest in. Unfortunately, these challenges all boil down to the lingering stigma and discrimination against plus-size people in the fashion industry.\\n\\nHowever, things are improving as more brands realize the importance of size inclusivity in sustainability. More companies are now offering extended sizes, focusing on better design and fit for plus-size bodies. The push for body positivity and diversity is also encouraging more eco-friendly brands to expand their size ranges, creating more options for everyone. We've taken the hassle out of searching for good quality sustainable plus size clothing, and are sharing the best sustainable gear for sizes XXXL and up so you can express yourself through the clothing you love!\\n\\nOur criteria:\\n\\nOur editors have worn and loved sustainable fashion for a decade or more, but finding plus size options can be difficult. These are our favorite sustainable brands offering plus sizes that are both ethical and eco-friendly. We've noted the size range for each brand in the write-ups below. We regularly update this list with emerging plus size brands that meet the following criteria.\\n\\nSUSTAINABLE | We've selected brands that prioritize sustainability by using natural and organic materials, low impact processes, and recycled/upcycled materials in their pieces whenever possible — and we've noted the certifications that back this up.\\n\\nBRAND ETHICS | These brands all have fair labor practices that ensure the people making your clothes are safe and compensated. Many of these brands also have give-back programs that replenish their communities.\\n\\nECO-FRIENDLY | From clean sourcing and manufacturing processes to low-waste production, the brands on this list aim to have a low impact on the environment. We've noted brands that have carbon and climate neutral certifications, too.\\n\\nLooking to complete the look? Check out our guides to responsibly made shoes and handbags.\\n\\nBest Overall | Best Plus Size Denim | Best Plus Size Activewear\\n\\n1. TomboyX\\n\\nB corp\\n\\nBudget friendly\\n\\nGender inclusive\\n\\nOEKO-TEX® certified\\n\\nRecycled materials\\n\\nSize inclusive\\n\\nWoman owned\\n\\nBest For | Comfortable & conscious intimates\\nSize Range | Up to 6X\\nPrice Range | $ — $$\\n\\nTomboyX makes unisex undergarments, activewear, swimwear, loungewear, and accessories for bodies of all shapes and sizes. These are designs that are meant to fit who you are, how you are, as you are. Every garment is produced without harmful chemicals, and the brand uses a water recycling program in its production. TomboyX also works directly with suppliers and factories, caring for their workers across their supply chain. If you're looking to update your top drawer this is the shop for you!\\n\\nCustomer Review | \\\"Really good sizing and the seams are good (not scratchy or irritating!). The fabric is lovely and soft. Looks really excellent on!\\\" – Sea S. ( Read all reviews.)\\n\\n2. Warp + Weft\\n\\nBudget friendly\\n\\nFamily owned\\n\\nNatural materials\\n\\nRecycled materials\\n\\nSize inclusive\\n\\nBest For | Denim\\nSize Range | Up to 24\\nPrice Range | $$\\n\\nWarp + Weft is a TGT fave for its sustainable practices and excellent denim. The family-owned brand believes that in order to look great, the denim has to fit right (no argument here!) and that's why their collections are size inclusive. No one wearing their goods has to suffer from a waistband that gaps or digs, which sounds great to us!\\n\\n3. Girlfriend Collective\\n\\nBudget friendly\\n\\nEco friendly packaging\\n\\nFamily owned\\n\\nOEKO-TEX® certified\\n\\nRecycled materials\\n\\nSize inclusive\\n\\nBest For | Activewear & swimwear\\nSize Range | Up to 6XL\\nPrice Range | $ — $$\\n\\nGirlfriend Collective is a revolutionary activewear brand that's using recycled plastic to create comfortable and durable leggings, sports bras, and swimwear that you'll wear time and time again. The brand's dedication to transparency is clear on the About Page, where you can learn about the entire production process, the factory it partners with, and its fair labor initiatives and certifications. With sizes that go up to 6XL, these pieces are designed to easily go wherever your next adventure calls you.\\n\\nCustomer Review | \\\"Love this bra/top! I have a weird bra (size 44B) and I honestly hate wearing real bras and stick to sports bra/bralettes. This is a great bra. Makes my chest look good and covers the fat on my side. I've used it as a top too and it does ride up a little as i wear it but i don't mind. I recommend them and want them in different colors.\\\" – Kiara C. ( Read all reviews.)\\n\\n4. EILEEN FISHER\\n\\nB corp\\n\\nEco friendly packaging\\n\\nFair trade\\n\\nNatural materials\\n\\nSecond hand\\n\\nSize inclusive\\n\\nWoman owned\\n\\nBest For | Organic linen, cotton, & cashmere\\nSize Range | Up to 3X\\nPrice Range | $$$ — $$$$\\n\\nFrom sustainable and organic fibers to a squeaky-clean supply chain and focus on human rights, EILEEN FISHER's ethical approach is multi-faceted. In terms of aesthetics, expect effortless staples in muted tones. Not content with simply scaling the size range up a few notches, the company has a dedicated Plus collection, which is designed to be flawlessly proportioned up to a 3X. Intentional every step of the way.\\n\\nCustomer Review | \\\"I just received this pant in wren, the fit is so flattering. The tummy area is comfortable, beautiful drape falls like a column to the wide leg. Definitely ordering in more colors. This will live in my wardrobe for years.\\\" – JewlGal ( Read all reviews.)\\n\\n5. Big Bud Press\\n\\nAmerican made\\n\\nEco friendly packaging\\n\\nGOTS certified\\n\\nNatural materials\\n\\nRecycled materials\\n\\nSize inclusive\\n\\nSmall business\\n\\nBest For | Unisex apparel\\nSize Range | Up to 6XL\\nPrice Range | $$ — $$$$\\n\\nThe Los Angeles-based Big Bud Press gives off good vibes with its vibrant and, dare we say, groovy apparel. Ethically made with local Californian contractors, the rapidly-growing brand specializes in inclusive, unisex everyday wear so all genders can rock custom-dyed trousers or statement jumpsuits. With sizes ranging from XXS through 6XL, this small business is one of the most size-inclusive brands on the list.\\n\\n6. Loud Bodies\\n\\nEco friendly packaging\\n\\nGOTS certified\\n\\nMade to order\\n\\nOEKO-TEX® certified\\n\\nRecycled materials\\n\\nSize inclusive\\n\\nSmall business\\n\\nVegan\\n\\nWoman owned\\n\\nBest For | Dresses & formalwear\\nSize Range | Up to 10XL; free custom tailoring\\nPrice Range | $$ — $$$\\n\\nLoud Bodies is loud and proud when it comes to their belief that everybody deserves to feel beautiful. This brand offers sizing from XXS through 10XL, and if you have an atypical body type or don't fall within that range, Loud Bodies will customize pieces for you, free of charge. And most items are made-to-order with only sustainable materials and shipped in plastic-free packaging, ensuring you get exactly what you asked for — without the added waste.\\n\\nCustomer Review | \\\"This is probably my favorite loudbodies dress ever. The fabric is very soft and the print is absolutely stunning. The tailoring is perfect for my size and the dress fits like a dream. It's also very light, so perfect for summer without bra. And there are pockets? how more perfect could it get? thanks!\\\" – Elyse G. ( Read all reviews.)\\n\\n7. Reformation\\n\\nClimate neutral\\n\\nEco friendly packaging\\n\\nNatural materials\\n\\nOEKO-TEX® certified\\n\\nRecycled materials\\n\\nSize inclusive\\n\\nWoman owned\\n\\nBest For | Chic, trendy styles\\nSize Range | Up to 3X\\nPrice Range | $$ — $$$$\\n\\nReformation is dedicated to crafting sustainable fashion for all by aiming to eliminate virgin materials and create 100% recyclable clothing. The company prioritizes eco-friendly practices through innovative materials (like Tencel Lyocell and recycled fabrics), nontoxic dyeing processes, and limited-edition collections that prevent overproduction. Reformation also encourages circular fashion by promoting garment care, reselling, and recycling through initiatives like RefRecycling. Their extended size collection — available up to 3X — includes eye catching dresses, tops, skirts, denim, and even special occasion wear!\\n\\n8. Quince\\n\\nBudget friendly\\n\\nEco friendly packaging\\n\\nNatural materials\\n\\nOEKO-TEX® certified\\n\\nPlastic/Pfas free\\n\\nRecycled materials\\n\\nSize inclusive\\n\\nBest For | Premium materials at affordable prices\\nSize Range | Up to 3X\\nPrice Range | $ — $$\\n\\nQuince believes that quality products should be a standard, not a luxury. The company uses eco-friendly materials such as organic cotton, linen, recycled polyester, and even sustainable cashmere throughout their clothing — all at affordable prices. They are able to do this by partnering with global factories that prioritize fair wages and responsible production, rather than outsourcing, wholesaling, or relying on storefronts. Quince's extended size collection is available up to 3X and guarantees you'll find staple closet pieces you'll be wearing for years on end.\\n\\nCustomer Review | \\\"Beautiful wardrobe basics that will never go out of style. Great quality and feels so soft. Light enough for all seasons. I'm normally a size 14 but ordered up (1X) for extra comfort and a more relaxed look.\\\" – Cathay W. ( Read all reviews.)\\n\\n9. The Standard Stitch\\n\\nAmerican made\\n\\nBudget friendly\\n\\nNatural materials\\n\\nRecycled materials\\n\\nSize inclusive\\n\\nBest For | Tees, tops, loungewear\\nSize Range | Up to 5X\\nPrice Range | $ — $$\\n\\nThe Standard Stitch's mission is to \\\"create clothes that are as gentle on the earth as they are on your body — every body.\\\" And it's achieving just that, with inclusive sizing up to 5X. (If you don't see your size, you can also get in touch!) Its line of tees, tanks, and loungewear are perfect for mixing and matching in our closets, all made with recycled and/or organic cotton. Even the bright colors are achieved using low-impact and nontoxic dyes. Checks all the boxes!\\n\\nCustomer Review | \\\"This is my new favorite dress. The material is buttery soft and hugs in all the right places. So comfortable. I received so many compliments when I wore it.\\\" – Ashley C. ( Read all reviews.)\\n\\n10. Loup\\n\\nAmerican made\\n\\nCircular fashion\\n\\nNatural materials\\n\\nSize inclusive\\n\\nWoman owned\\n\\nBest For | Curve-friendly pants & jumpsuits\\nSize Range | Up to 4X\\nPrice Range | $$$\\n\\nInspired by the likes of Brigitte Bardot and Audrey Hepburn, Loup is a brand combining New York City ethics with Parisian style. Designed and produced locally in the Big Apple, this womenswear brand focuses on curve-friendly clothing, particularly pants and jumpsuits. And don't worry about wear and tear — Loup will help with repairs or offer you store credit for any fixes you paid for.\\n\\n11. alder apparel\\n\\nCircular fashion\\n\\nFSC\\n\\nFair trade\\n\\nGOTS certified\\n\\nNatural materials\\n\\nOEKO-TEX® certified\\n\\nRecycled materials\\n\\nSize inclusive\\n\\nWoman owned\\n\\nBest For | Outdoor recreation wear\\nSize Range | Up to 6X\\nPrice Range | $ — $$$\\n\\nalder apparel is all about playful, inclusive outdoor recreation apparel that focuses on fun and accessibility, rather than just performance. Founded by childhood friends Mikayla Wujec and Naomi Blackman, they aim to revolutionize outdoor clothing through community-driven design and ethical production. The brand's commitment to reducing their environmental impact includes implementing upcycling and repair programs, working with transparent partners, and producing long-lasting, durable garments. And when it comes to their sizing, alder's clothing ranges from an impressive XS — 6X! Check out their detailed size guide to find your perfect fit.\\n\\nCustomer Review | \\\"I bought these pants in 2020, and they're my favorite travel pants! stretchy, not too warm, not too cold, plenty of pockets — I actually can't remember the last time I wore different pants on a road trip or plane (esp for long haul). Great for hiking too! They have held up super well — not stretched out, no fading, no holes, and going 4+years strong. so durable I have a hard time justifying buying a second pair…\\\" – Stack ( Read all reviews.)\\n\\nFeatured image from The Standard Stitch\", \"url\": \"https://www.thegoodtrade.com/features/plus-size-ethical-fashion/\", \"with\": [\"We've worn and written about slow fashion for a decade — these are our favorite brands for plus size sustainable clothing that are ethical, eco-friendly, and offer sizes for XXXL and up.\", \"Best Overall | Best Plus Size Denim | Best Plus Size Activewear\", \"Loud Bodies is loud and proud when it comes to their belief that everybody deserves to feel beautiful.\", \"alder apparel is all about playful, inclusive outdoor recreation apparel that focuses on fun and accessibility, rather than just performance.\", \"Quince believes that quality products should be a standard, not a luxury.\"], \"without\": [\"Start each day gently with our 30-second daily newsletter.\", \"RELATED READING\", \"10 Best Sustainable Sneakers Of 2026 (Editor Review)\", \"© 2026 The Good Trade\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4110", "input": "https://www.sumissura.com/en-us/blog/best-sustainable-clothing-brands", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4110\", \"ground_truth_path\": \"source/test/ground-truth/4110.json\", \"ground_truth_sha256\": \"6e074881cca80e74fbbc1caf035f22e099165618a9001c40996215518e6fde20\", \"html_path\": \"source/test/html/4110.html.gz\", \"html_sha256\": \"f2c5688f75337225ab95f125e56fcc45ba423d0169897d7c6bb20401a820887c\", \"page_type\": \"article\", \"reference\": \"In an era where conscious consumerism reigns supreme, sustainable clothing brands have emerged as the shining stars of the fashion industry. These brands prioritize ethical practices, eco-friendly materials, and fair labor conditions, making them a top choice for environmentally-conscious individuals. In this blog post, we'll delve into some of the most remarkable sustainable clothing brands in 2025, shedding light on what makes them stand out in the world of fashion. And, of course, we'll also introduce you to Sumissura, where our mission is to blend sustainability seamlessly with the freedom to dress the real you - with custom clothing designed by you.\\n\\nSumissura\\n\\nAt Sumissura, we take pride in our commitment to sustainability. We know all our tailors and artisans, ensuring fair working conditions throughout our supply chain. We produce custom shoes and clothing to order, eliminating clothing stocks and reducing waste. And last but certainly not least, we fusion tradition and technology! In our latest Lookbooks, we've harmoniously combined the timeless allure of real-life photography with the cutting-edge artistry of AI-generated imagery - cutting down emmisions by 91%. Our goal? To bring you a lookbook that celebrates inclusivity while leaving a lighter carbon footprint on our planet.\\n\\nAnd here's the best part: Sustainability doesn't compromise style. With Sumissura, you have the power to design your own garments and express yourself through self-designed clothing - because your style never goes out of season! We'll tailor each piece to your measurements, giving you the freedom to dress as the real you, all while making a conscious choice for a more sustainable future.\\n\\nHockerty\\n\\nJust like its sister brand Sumissura, Hockerty champions sustainability through made-to-order menswear. Every garment is produced only after purchase, eliminating inventory surplus and minimizing textile waste. By blending modern AI-based measurement tools with traditional tailoring techniques, Hockerty ensures a perfect fit while reducing the environmental impact typically associated with mass production. From bespoke dress shoes to personalized suits, and dress shirts, Hockerty empowers men to express their style consciously and confidently—without compromising on ethics or elegance.\\n\\nPatagonia\\n\\nPatagonia has long been a frontrunner in sustainability. Their commitment to protecting the environment is evident through their use of recycled materials, fair labor practices, and their pledge to donate a percentage of their profits to environmental causes. Each Patagonia piece is designed to be durable, reducing the need for constant replacements.\\n\\nStella McCartney\\n\\nStella McCartney is a pioneer in sustainable luxury fashion. Known for her cruelty-free designs and dedication to using vegan materials, McCartney's brand is a testament to how high fashion can align with sustainability. Her commitment to avoiding leather and fur showcases her unwavering dedication to animal welfare.\\n\\nEileen Fisher\\n\\nEileen Fisher is synonymous with timeless elegance and sustainability. The brand champions organic fibers, like organic cotton and linen, and incorporates sustainable practices into its production processes. Their take-back program encourages customers to return old pieces, which are then upcycled into new creations.\\n\\nAllbirds\\n\\nAllbirds has revolutionized footwear by crafting sneakers from sustainable materials like Merino wool and eucalyptus fibers. The brand boasts carbon-neutral production and strives for total transparency in its supply chain. Plus, their shoes are incredibly comfortable!\\n\\nVeja\\n\\nVeja is making waves in the world of sneakers with its environmentally-friendly approach. The brand uses fair-trade materials and minimizes waste in its production process. What truly sets them apart is their transparency in disclosing the cost of production and the price you pay, fostering a deeper connection between consumers and the brand.\\n\\nReformation\\n\\nReformation is all about stylish sustainability. They craft their clothing from eco-friendly fabrics, vintage garments, and surplus materials, reducing waste and water consumption. Reformation also actively works to reduce their carbon footprint.\\n\\nPact\\n\\nPact specializes in essential organic cotton wear, from underwear to activewear. Their commitment to Fair Trade certification and supply chain transparency ensures eco-conscious consumers can enjoy comfortable, sustainable basics.\\n\\nAmour Vert\\n\\nAmour Vert seamlessly blends French style with sustainability, using organic fabrics and low-impact dyes. They also plant a tree for every T-shirt sold, contributing to reforestation efforts.\\n\\nOuterknown\\n\\nOuterknown, founded by surfer Kelly Slater, embodies sustainability in surf-inspired fashion. Their use of recycled materials, organic cotton, and commitment to fair labor practices makes them a leader in ethical fashion.\\n\\nNudie Jeans\\n\\nDedicated to crafting sustainable denim, Nudie Jeans offers free lifetime repairs on their jeans. With organic cotton and reduced water usage in the dyeing process, they combine style and eco-consciousness.\\n\\nMara Hoffman\\n\\nMara Hoffman brings bold, colorful fashion to the sustainable realm. With eco-friendly materials and a commitment to transparency in their production, they create vibrant, ethical designs.\\n\\nPeople Tree\\n\\nPeople Tree is a pioneer in Fair Trade fashion, collaborating with artisans in developing countries to produce ethical and sustainable clothing, rooted in meaningful stories.\\n\\nThought\\n\\nThought offers timeless, eco-friendly clothing made from sustainable materials like bamboo and hemp. Their designs prioritize longevity, making them a staple for conscientious fashion choices.\\n\\nAlternative Apparel\\n\\nAlternative Apparel's comfy, eco-conscious basics utilize organic cotton and recycled materials, as they pursue reduced environmental impact.\\n\\nKotn\\n\\nKotn is renowned for ethically-made, high-quality basics. With Egyptian cotton and support for small-scale farmers, they're committed to sustainability and fairness.\\n\\nNisolo\\n\\nNisolo crafts sustainable footwear and accessories while ensuring artisans receive fair wages. Their use of environmentally-friendly materials is a testament to their commitment.\\n\\nGirlfriend Collective\\n\\nGirlfriend Collective transforms recycled plastic bottles into activewear, emphasizing transparency and ethical manufacturing in the creation of eco-conscious workout wear.\\n\\nABLE\\n\\nABLE champions ethical fashion and women's empowerment. By providing fair wages and job opportunities for women in vulnerable communities, they create a positive impact.\\n\\nAmendi\\n\\nAmendi specializes in luxury fashion with a focus on organic denim. Their commitment to sustainability is evident through the use of eco-friendly materials and a strong emphasis on transparency in their supply chain. This makes Amendi an excellent choice for the conscious consumer.\\n\\nNagnata\\n\\nNagnata combines fashion and function, offering sustainable activewear crafted from organic and natural fibers. Their timeless designs are built to last, promoting longevity in style.\\n\\nIndigenous\\n\\nIndigenous is committed to fair trade and sustainable fashion, collaborating with artisans in Peru and using organic and natural fibers to create exquisite, eco-conscious clothing.\\n\\ntentree\\n\\ntentree specializes in sustainable fashion with an adventurous twist. Their name says it all: they plant ten trees for every item sold, making a significant contribution to reforestation efforts. Additionally, they use sustainable materials and promote ethical manufacturing practices to reduce their environmental footprint.\\n\\nFrequently Asked Questions (FAQs)\\n\\nWhat defines a sustainable clothing brand?\\n\\nA sustainable clothing brand prioritizes ethical practices, eco-friendly materials, and fair labor conditions. They aim to minimize their environmental impact and promote social responsibility.\\n\\nWhy should I choose sustainable clothing brands?\\n\\nChoosing sustainable clothing brands helps reduce your carbon footprint and supports ethical practices in the fashion industry. It contributes to a more eco-conscious and socially responsible world.\\n\\nAre sustainable clothing brands more expensive?\\n\\nWhile some sustainable clothing brands may have slightly higher upfront costs, the investment often pays off in durability and long-term savings. Plus, the true cost of cheap, fast fashion can be higher in terms of environmental and social impact.\\n\\nAre sustainable clothing brands limited in style options and sizes?\\n\\nNot at all! Sustainable clothing brands offer a wide range of styles, from casual to high fashion. Many of them, like Sumissura, even allow you to design your own garments, giving you unparalleled style freedom. As all of our clothes are made to measure, there are no restrictions for plus size clothing or petite size clothing.\\n\\nHow can I ensure a clothing brand is truly sustainable?\\n\\nLook for certifications such as Fair Trade, GOTS (Global Organic Textile Standard), or B Corp, which indicate a commitment to sustainability and ethical practices. Additionally, research the brand's transparency and eco-friendly initiatives.\\n\\nWhy is Sumissura a sustainable clothing brand of choice?\\n\\nSumissura is dedicated to sustainability. We eliminate clothing stocks by producing to order, minimizing waste. We prioritize fair labor practices and know all our tailors. Moreover, you have the creative freedom to design your own garments, including custom shoes, business attire, and custom jeans, allowing you to craft a wardrobe that embodies your unique style while making eco-conscious choices.\\n\\nCan sustainable fashion be stylish and customizable?\\n\\nAbsolutely! Sustainable fashion can be stylish and highly customizable. Brands like Sumissura empower you to design made-to-measure clothing that reflects your individual style while adhering to eco-conscious values.\\n\\nWhat's unique about Sumissura's latest lookbook?\\n\\nSumissura's latest FW 2023 lookbook is a fusion of tradition and technology. It combines real-life photography with AI-generated artistry, offering a more inclusive and environmentally-conscious experience.\\n\\nWe hope these answers help you navigate the world of sustainable clothing brands with confidence. Making sustainable choices in fashion is not only trendy but also vital for a better future.\\n\\nIf you're eager to integrate sustainability into your working attire, explore our blog posts about dress codes for valuable insights and tips:\\n\\n- Smart Casual Women's Dress Code\\n- What is Business Casual for Women?\\n- Business Casual Jeans for Women: Navigating the Do's and Don'ts\\n- The Guide to Perfect Business Formal Attire\", \"url\": \"https://www.sumissura.com/en-us/blog/best-sustainable-clothing-brands\", \"with\": [\"At Sumissura, we take pride in our commitment to sustainability. We know all our tailors and artisans, ensuring fair working conditions\", \"People Tree is a pioneer in Fair Trade fashion, collaborating with artisans in developing countries\", \"Are sustainable clothing brands more expensive?\", \"tentree specializes in sustainable fashion with an adventurous twist. Their name says it all: they plant ten trees for every item sold\", \"Girlfriend Collective transforms recycled plastic bottles into activewear\"], \"without\": [\"If you liked this, share it\", \"Subscribe to our newsletter to get updates\", \"Other related Posts\", \"How to Create a Capsule Wardrobe in 2026\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4113", "input": "https://www.omventure.com/blog/affordable-ethical-sustainable-clothing-brands", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4113\", \"ground_truth_path\": \"source/test/ground-truth/4113.json\", \"ground_truth_sha256\": \"61c09305df4b6c3162f9f91acbb243db4aba7e86de3206059a3e63021fa8135e\", \"html_path\": \"source/test/html/4113.html.gz\", \"html_sha256\": \"7f2deea28d572986c69c6fb853df966faeaf74f1019c776d825273eb4c4c3b19\", \"page_type\": \"article\", \"reference\": \"I've been trying to find affordable, ethical, and sustainable clothing brands since I first learned they existed—which was about thirty years ago. But I've only (just now) gathered my favorite sustainable clothing brands and listed them all in one place—below.\\n\\nI don't know why it's taken me so long to get organized in this way, to make my clothes shopping easier, but thank goodness for finally taking this step. Especially since it can bring such joy to realize nearly any style of clothing can be made more sustainable now.\\n\\nWhile I shop, I remind myself that I'm paying fair wages for quality, ethical, and sustainable clothing so all can afford to live. I shop sales for more affordable pricing. I also buy in bulk (during sales) if something is truly needed in bulk (6 undies to replace 6 tattered undies).\\n\\nI love to keep a minimalist capsule wardrobe, so I only buy items I need and love (everything must fit in my packing cubes), that mix and match (to create as many outfits as possible), that layer well (to adjust to climates/cultures), and that can be dressed up or down (for my style).\\n\\nWhen I upgrade, I donate what I'm replacing.\\n\\nAnd, of course, I choose clothes made from materials that are as non-toxic and cruelty-free as possible (while remembering everyone has different definitions of sustainability).\\n\\nOrganic cotton helps me say no to GMO seeds, fungicides/insecticides, synthetic fertilizers, herbicides, pesticides, chemicals for defoliation, plus it's naturally biodegradable.\\n\\nLinen and hemp are often touted as naturally organic, and even better when certified organic. Plus, they help me enjoy antibacterial, breathable, and naturally biodegradable fabrics.\\n\\nTencel helps me choose renewable plant fibers made in an environmentally responsible process, certified compostable and biodegradable (here's why I try to avoid bamboo).\\n\\nI hope this list of affordable, ethical, sustainable clothing brands helps others, too.\\n\\nAventura\\n\\n- organic cotton\\n- hemp\\n- recycled\\n- fair trade\\n- family-owned\\n\\nBenetton\\n\\n- organic options\\n- linen options\\n- hemp options\\n- recycled options\\n- \\\"by 2025, all the cotton in our collections will be sustainable\\\"\\n- eco packaging\\n\\nCambridge Baby\\n\\n- linen sun hats\\n- organic cotton sun hats\\n- where I bought my organic cotton sun hats (Sofie), made by Pickapooh\\n- advertised for both kids and women (in different colors)\\n- the sizing fits me, either way (I carefully measured my head before ordering)\\n\\nCarve Designs\\n\\n- organic cotton\\n- organic denim\\n- organic corduroy\\n- organic gauze\\n- organic twill\\n- coconut\\n- recycled polyester\\n- recycled swim fabric\\n- recycled bottles\\n\\nEileen Fisher\\n\\n- organic cotton\\n- organic linen\\n- renewed\\n\\nEtsy Clothing Brands\\n\\n- organic cotton\\n- linen\\n- hemp\\n- handmade\\n- local\\n- regional\\n\\nEverlane\\n\\n- organic cotton\\n- linen\\n- recycled\\n- eco packaging\\n\\nFair Indigo\\n\\n- organic cotton\\n\\nIndigenous\\n\\n- organic cotton\\n- fair-trade\\n\\nIntertwined Designs\\n\\n- organic cotton\\n- hemp\\n- soy\\n\\nJ. Crew\\n\\n- organic cotton options\\n- linen options\\n- tencel options\\n\\nLilova\\n\\ncoupon code: OMVENTURE15\\n\\n- organic cotton\\n- oeko-tex 100\\n- \\\"no harmful chemicals, PFAS or silver nanoparticles\\\"\\n- \\\"regularly lab-tested\\\"\\n- underwear for sweat\\n- underwear for discharge\\n- underwear for periods\\n- underwear for maternity\\n- underwear for postpartum\\n- underwear for potty leaks\\n- underwear for camping/drip dry\\n\\nLine in the Sand\\n\\n- recycled swimwear\\n- 100% of profits go to ocean/cancer orgs\\n- the swim dress/long tunic rash guard I love\\n\\nLintico\\n\\n- handcrafted\\n- 100% European flax + made\\n- natural, non-toxic, eco-friendly dyes\\n- natural buttons from seashells, coconut husks, etc.\\n- adorable linen tops\\n- adorable linen trousers\\n- reasonably priced\\n- direct to consumer\\n\\nLittle Spruce Organics\\n\\n- linen sun hats\\n- organic cotton sun hats\\n- where I bought my organic cotton sun hats (Sofie), made by Pickapooh\\n- advertised for both kids and women (in different colors)\\n- the sizing fits me, either way (I carefully measured my head before ordering)\\n\\nLole\\n\\n- organic cotton\\n- tencel\\n- lenzing\\n- ecovero\\n- terryl\\n- econyl\\n- recycled\\n- vegan down\\n- high-quality\\n- timeless\\n- versatile\\n- moves with you\\n- warm and dry\\n- durable\\n- protects from the elements\\n\\nMade Trade\\n\\n- organic cotton\\n- linen\\n- hemp\\n- tencel\\n- fair trade\\n- handcrafted\\n- recycled\\n- upcycled\\n\\nOuterknown\\n\\n- organic cotton\\n- organic denim\\n- fair labor\\n- fair trade certified\\n- human rights\\n- renewable energy\\n- b corp certified suppliers\\n- regenerative organic certified farmers\\n\\nOutland Denim\\n\\n- organic denim\\n- gots-certified\\n- certified b corp\\n\\nPact\\n\\ncoupon code: OMVENTURE15\\n\\n- organic cotton\\n- hemp\\n- climate neutral\\n- fair trade\\n- eco labels (see photo above)\\n- eco (plastic-free) packaging\\n- eco (plastic-free) shipping\\n\\nPatagonia\\n\\n- organic cotton\\n- hemp\\n- tencel\\n- lyocell\\n- natural rubber\\n- recycled\\n- repairable\\n\\nPrana\\n\\n- organic cotton\\n- hemp\\n- tencel\\n\\nQuince\\n\\n- organic cotton\\n- linen\\n- tencel\\n- oeko-tex\\n- factory direct shipping\\n- recyled paper tags\\n\\nRawganique\\n\\n- organic cotton\\n- linen\\n- hemp\\n\\nREI\\n\\n- organic cotton options\\n- linen options\\n- hemp options\\n- tencel options\\n\\nSweet Skins\\n\\n- organic cotton\\n- hemp\\n- eco fleece\\n\\nTentree\\n\\n- organic cotton\\n- linen\\n- tencel\\n- coconut buttons\\n- recycled\\n- organic cotton strung hang tags\\n- fsc certified recycled paper tags\\n- recycled biodegradable packaging\\n- certified b corp\\n- climate neutral certified\\n- planting trees for every item purchased\\n\\nTexture Clothing\\n\\n- organic cotton\\n- hemp\\n- zero waste\\n- DIY\\n- so loving!\\n- where I order my custom headbands in goldenrod\\n- to use as headbands\\n- to use as sleep masks\\n- to use as neck gaiters\\n\\nToad and Co.\\n\\n- organic cotton\\n- hemp\\n- tencel\\n- recycled\\n\\nXero Shoes\\n\\n- zero-drop\\n- barefoot\\n- minimalist\\n- vegan options\\n- my sandals\\n- my all-around outdoor shoes\\n- my travel boots\\n- my mountain boots\\n- one can also buy gift certificates for loved ones\", \"url\": \"https://www.omventure.com/blog/affordable-ethical-sustainable-clothing-brands\", \"with\": [\"I've been trying to find affordable, ethical, and sustainable clothing brands since I first learned they existed\", \"Linen and hemp are often touted as naturally organic, and even better when certified organic\", \"the swim dress/long tunic rash guard I love\", \"one can also buy gift certificates for loved ones\", \"natural buttons from seashells, coconut husks, etc.\"], \"without\": [\"slow traveler\", \"vegan (+gf)\", \"vegan (+gluten-free)\", \"lojel cubo luggage\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4114", "input": "https://everywomansmarathon.com/beginner-plan/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4114\", \"ground_truth_path\": \"source/test/ground-truth/4114.json\", \"ground_truth_sha256\": \"4d3a8cf9fc642796262db6b62fb15b44fe9474fb3b240e59c15d0e3df0f41bc8\", \"html_path\": \"source/test/html/4114.html.gz\", \"html_sha256\": \"f3e602a5f631739f241c116bc244eebb20ebfad9bf501c9a42252b475464dbee\", \"page_type\": \"article\", \"reference\": \"16-Week plan\\nBeginner-Friendly\\n\\nBEGINNER MARATHON PLAN\\n\\nThis plan is for you if:\\n\\n- This is your first marathon or you're returning to training after time off\\n- You're running around 20 miles per week\\n- You want to steadily build your endurance and strength\\n\\nreach your full potential\\n\\nThis plan provides a relaxed build-up and emphasizes run-specific strength training, mobility and nutrition. Each expertly-designed workout will help you increase your endurance and build race-ready confidence.\\n\\nPreparing for Every Woman's Marathon\\n\\nTry our Beginner Base Plan!\\n\\nTHIS GUIDE CONTAINS:\\n\\n- 4-5 days of running per week, on a mix of road and soft surfaces\\n- Nutrition tips and milk recipes to keep you fueled\\n- Weight training and mobility workouts to help prevent injury\\n\\nPlan preview: week one\\n\\nRunning: Monday - Rest, Tuesday - Easy-effort run 3 miles + strides, Wednesday - Easy-effort run 4 miles, Thursday - Easy-effort run on soft surface 3 miles, Friday - Rest, Saturday - Flexible movement 2 miles or rest, Sunday - Long run 8 miles\\nStrength: Choose any two non-consecutive days - Total Body Anterior – Block 2, Total Body Posterior – Block 2\\n\\nPEEK INSIDE THE GUIDE\\n\\nPower your runs with protein\\n\\nStart your day with high-quality sources of protein. Choose one of these quick and easy breakfasts to get you started:\\n\\n- Veggie Protein Egg Muffins\\n- Mango Overnight Oats with one or two hard boiled eggs\\n- Two whole grain waffles topped with Greek yogurt, berries and granola\\n- Enjoy an Iced Latte with any of your breakfast meals\\n\\nDairy milk outperforms plant-based alternatives with its 13 essential nutrients. It contains more protein than the majority of plant-based milks.\\n\\nOptimize your runs\\n\\nOur Training Expert, Alysha Flynn, has created warm-ups, cool-downs and strength-training exercises to help you build endurance and power. By incorporating these exercises into your routine, you'll maximize your potential and achieve your running goals safely and effectively.\\n\\nsummer training tips\\n\\nDuring your long run, consider carrying a handheld water bottle, wearing a hydration belt or vest or planning your route around water fountains.\\n\\nBring electrolyte-enhanced water or electrolyte tablets with you to replenish sodium, potassium and other electrolytes lost through sweat. This will help prevent headaches, nausea and muscle cramps.\\n\\nMEET OUR TRAINING ADVISORS:\\n\\nAlysha Flynn is a Road Marathoner / Trail Ultra Runner and has been running for over 25 years. She uses this expertise to pursue her true passion of coaching through her business What Runs You, LLC.\\n\\nHer coaching philosophy makes running approachable and guides women to achieve their running goals through self-discovery, empowerment and engagement with a team of support throughout the journey.\\n\\nKristy Baumann (aka Marathon Nutritionist) is a Registered Dietitian (RD), an accomplished marathon runner, a business owner and a mother of two.\\n\\nWith a focus on empowering women runners, she specializes in helping individuals build confidence in fueling their bodies effectively to excel in both their training and their everyday life pursuits.\\n\\nDon't Stop Now\\n\\nStart training with this guide today, or check out our other training resources, recipes and expert advice to support you on your journey.\", \"url\": \"https://everywomansmarathon.com/beginner-plan/\", \"with\": [\"You want to steadily build your endurance and strength\", \"Dairy milk outperforms plant-based alternatives with its 13 essential nutrients.\", \"Choose any two non-consecutive days - Total Body Anterior – Block 2, Total Body Posterior – Block 2\", \"With a focus on empowering women runners, she specializes in helping individuals build confidence\", \"Bring electrolyte-enhanced water or electrolyte tablets with you to replenish sodium, potassium\"], \"without\": [\"Marathon Overview\", \"Travel & Things to do\", \"2025 Race Recap\", \"Get access to exclusive benefits, training resources and our incredible community\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4117", "input": "https://www.takethemagicstep.com/training-exercise/beginners/run-a-marathon-in-one-year-a-long-term-training-schedule-for-beginners/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4117\", \"ground_truth_path\": \"source/test/ground-truth/4117.json\", \"ground_truth_sha256\": \"4bb75a2c0ac5528609d6f0393c39228536fa3cd09b80038b96ea73f7484eccef\", \"html_path\": \"source/test/html/4117.html.gz\", \"html_sha256\": \"fc8daf3a42eaaf508bb5c0396ae26194405f68a1371d811fe5a563286f29dee4\", \"page_type\": \"article\", \"reference\": \"Run a Marathon in One Year: A Long-term Training Schedule for Beginners\\n\\nUp to now, perhaps your only interest in marathons has been as a spectator. Or maybe you thought about running a marathon, but figured such an achievement was outside your grasp. Well, if that is the case, be assured that you, too, are capable of running a marathon! Equipped with motivation and a proper regimen, you can run 26.2 miles. You might question your ability to commit to such a significant undertaking with no prior long-distance running experience. But if you follow the training program for beginners that elite coach Dieter Hogen has set up, you will discover that prior running is not needed to be successful.\\n\\nOf course, if you have been involved in other sports, you will probably adapt to the program quicker, but again, this background is not a necessity. There is only one qualification needed to realize your dream of running a marathon when utilizing Coach Hogen's program—motivation. By applying this desire in conjunction with Coach Hogen's schedule, you will be able to run a marathon within twelve short months.\\n\\nTo be successful, it is important to find purpose in your running, whether it is to lose weight, improve your self-esteem or experience the international marathon phenomenon. Combined with the training schedule, this purpose gives you what you need to stand on the starting line next year at one of the world's greatest marathon races, such as Berlin, Boston, Chicago, London, or New York. It is now up to you, to lace up your shoes and take the magic step out the door.\\n\\nA few things beforehand: Running is healthy, brings you lots of fun and increases your overall fitness. Besides, running gives you a good figure. However, before you start running, please talk about it with your doctor and have a complete medical check-up. It is also important to get expert advice on running shoes, ideally from your local running store. For more general training information and other topics related to your marathon preparation, see General Guidelines for Your Marathon Preparation, one of Uta's recent articles to help you in your training.\\n\\nDo not put yourself under any pressure or become stressed out. The really long distance training runs will come at the very end of your preparations; by then, you will be well prepared and can master these distances.\\n\\nOne of the most common mistakes is to take off too fast. Doing so can result in becoming exhausted and losing your desire to continue. Therefore, it is best to begin carefully and slowly. When during a training jog you run out of steam, simply take a break and walk a while.\\n\\nWhen you are in the preparation phase and cannot run for a week, do not worry—you still have enough time. Even if you lose a little fitness, you do not need to worry about making a fool of yourself in a major marathon like Berlin or New York. If you have problems along the way, you can always slow down and walk a while. Many more marathoners than you may think do just that. It does not matter what sort of pace you run—there will always be many other runners around you, and you will have the fun of a common marathon adventure together with them.\\n\\nOn marathon day, you will have lots of time to reach your goal. In the big marathons, you normally have more than seven hours to reach the finish line. That means averaging more than 15 minutes for each mile; if you are jogging at a slow pace, you will be much faster than that.\\n\\nFrom the beginning of your training, set short-term goals for yourself. Small successes along the way are decisive and encouraging steps leading you to the starting line on the big day of your first marathon. After each training session, a genuine relaxation time is important. The first thing you should do after running is stretching, but make sure you stretch only after easy workouts! Then you may take a bath (not hot!) or go into the sauna. And always drink enough to rehydrate.\\n\\nWe have divided the year into four segments of three months each with the following emphases:\\n\\n- acclimatizing phase,\\n- building-up phase,\\n- overall preparation phase, and\\n- special preparation phase.\\n\\nPhase I Acclimatizing Phase (Three Months):\\n\\nThe most important step is to get out of the door! When you have done this, you can do the rest. At first, walk for 20 to 30 minutes at a fast pace two to three times per week. During the next two to three weeks, you can begin to jog slowly for one to two minutes, and then walk for one to two minutes. Keep alternating jogging and walking for 20 to 30 minutes. After some training sessions you can increase the jogging-walking intervals to 3 minutes each. The next step will be alternating four minutes of jogging and two minutes of faster walking, and then alternating six minutes of jogging and two minutes of fast walking. This is how you build up your endurance until you can, for example, jog for 30 or 40 minutes without stopping. At all times, keep your pace slow enough so that your breathing remains under control.\\n\\nThe first three months of your marathon training will help you to be prepared for the longer distances in Phase II, and at the same time provide a good opportunity to participate in 5K or 10K events. You can combine this plan with Uta's 5K training schedule she provided accordingly to Phase I. Uta explained that the schedule is for those of you who haven't run much recently or never ran before.\\n\\nPhase II Building-Up Phase (Three Months):\\n\\nYou should now jog three to four times per week so that your weekly mileage and your endurance gradually build. Alternate between slightly challenging weeks and easier weeks with less mileage. For example, the longest run of a given week should be ten minutes longer than your previous longest run.\\n\\nIf two to three training weeks have gone well, take a recovery week—train just three times, and just run as you feel to keep fit. Occasional easy weeks like this help you to consolidate your recent endurance gains while you rest before starting another block of training.\\n\\nOne option is to color-code your schedule, the \\\"green\\\" days are your long, easy runs. The \\\"red\\\" days are your harder, faster workouts. Uta used this color-coding methodology throughout her career. See the bottom of the schedule for additional explanations of the various workouts in it.\\n\\nTypical Week During Phase II\\n\\nMonday | Tuesday | Wednesday | Thursday | Friday | Saturday | Sunday\\nBeginning: Rest | 5 miles (s) | 4 miles (m-f) | Rest | 4-5 miles (s) or Rest | Rest | 7 miles (s)\\nEnd: Rest | 5-6 km (s) | 5 miles (m-f) | Rest | 5 miles (s) or Rest | 5 miles (m) | 7-9 miles (s)\\n\\ns = slow pace (your normal jogging pace)\\nm = medium pace (slightly faster than slow pace)\\nf = fast pace\\ns-m or m-f = increase your speed during a single training session. Run the first 25% of the distance slower than average. Then slowly increase your pace, and for 50% of the distance, run your average pace. For the last 25% of the distance, run faster than average.\\n\\nBe very careful not to go too fast when increasing from one speed level to the next.\\n\\nPhase III Overall Preparation Phase (Three Months):\\n\\nThe main goal of this phase is getting more endurance and speed. As with in phase 2, if two to three training weeks have gone well, take a recovery week—train just three times, and just run as you feel to keep fit.\\n\\nHere too, the \\\"green\\\" days are your long, easy runs. The \\\"red\\\" days are your harder, faster workouts. See the bottom of the schedule for additional explanations of the various workouts in it.\\n\\nTypical Week During Phase III\\n\\nMonday | Tuesday | Wednesday | Thursday | Friday | Saturday | Sunday\\nBeginning: Rest | 6 miles (s) | 5 miles (m-f) | Rest | 5-6 miles (s) | 6 miles (m) | 9 miles (s)\\nEnd: Rest | 6 miles (s) | 6 miles (m-f) | Rest | 6 miles (s) | 7 miles (m) | 12 miles (s)\\n\\ns = slow pace (your normal jogging pace)\\nm = medium pace (slightly faster than slow pace)\\nf = fast pace\\ns-m or m-f = increase your speed during a single training session. Run the first 25% of the distance slower than average. Then slowly increase your pace, and for 50% of the distance, run your average pace. For the last 25% of the distance, run faster than average.\\n\\nBe very careful not to up your pace too quickly when increasing from one speed level to the next.\\n\\nPhase IV Special Preparation Phase (Three Months):\\n\\nThis phase is about continuing to increase the total weekly mileage. For the last ten weeks of specific marathon training, try to follow the day-by-day plan as closely as possible. (You may switch the Friday and Saturday training sessions if you wish.) From the first to the eighth week, gradually increase your speed; do so especially during the Wednesday and Saturday sessions.\\n\\nAgain, the \\\"green\\\" days are your long, easy runs. The \\\"red\\\" days are your harder, faster workouts. See the bottom of the schedule for additional explanations of the various workouts in it.\\n\\nThe Last Ten Weeks Before a Marathon\\n\\nWeek | Monday | Tuesday | Wednesday | Thursday | Friday | Saturday | Sunday\\n1st | Rest | 6 miles (s) | 9 miles (m) | Rest | 6 miles (s) | 6 miles (f) | 16 miles (s)\\n2nd | Rest | 6 miles (s) | 9 miles (m) | Rest | 6 miles (s) | 6 miles (f) | 16 miles (s)\\n3rd | Rest | 5 miles (s) | 5-6 miles (s-m) | Rest | Rest | 5 miles (m) | 9 miles (s)\\n4th | Rest | 6 miles (s) | 9 miles (m) | Rest | 6-7 miles (s) | 6 miles (f) | 16-19 (s)\\n5th | Rest | 6 miles (s) | 9 miles (m) | Rest | 6-7 miles (s) | Rest | 16-19 miles (s)\\n6th | Rest | 5 miles (s) | 5-6 miles (s-m) | Rest | Rest | 5 miles (m) | 9 miles (s)\\n7th | Rest | 6 miles (s) | 9 miles (m) | Rest | 6-7 km (s) | 6 (f) | 19 miles (s)\\n8th | Rest | 6 miles (s) | 12 miles (m) | Rest | 6-7 miles (s) | 6 miles (f) | 19 miles (s)\\n9th | Rest | 6 miles (s) | 12 miles (m) | Rest | 5 miles (s) | 5-6 miles (m-f) | 7-9 miles (s)\\n10th | Rest | 5 miles (s) | 5 miles (m, last 2 miles: f) | Rest | 30 min (s) | 20-30 min (s) | Marathon 26 miles\\n\\ns = slow pace (your normal jogging pace)\\nm = medium pace (slightly faster than slow pace)\\nf = fast pace\\ns-m or m-f = increase your speed during a single training session. Run the first 25% of the distance slower than average. Then slowly increase your pace, and for 50% of the distance, run your average pace. For the last 25% of the distance, run faster than average. Be very careful not to up your pace too quickly when increasing from one speed level to the next.\", \"url\": \"https://www.takethemagicstep.com/training-exercise/beginners/run-a-marathon-in-one-year-a-long-term-training-schedule-for-beginners/\", \"with\": [\"Up to now, perhaps your only interest in marathons has been as a spectator. Or maybe you thought about running a marathon, but figured such an achievement was outside your grasp.\", \"There is only one qualification needed to realize your dream of running a marathon when utilizing Coach Hogen's program—motivation.\", \"One option is to color-code your schedule, the \\\"green\\\" days are your long, easy runs. The \\\"red\\\" days are your harder, faster workouts.\", \"For the last ten weeks of specific marathon training, try to follow the day-by-day plan as closely as possible.\", \"m = medium pace (slightly faster than slow pace)\"], \"without\": [\"Article Archive\", \"© Copyright 2004-2025 Dieter Hogen, Uta Pippig, and Take The Magic Step®. All Rights Reserved.\", \"Take The Magic Step\", \"Uta Pippig\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4126", "input": "https://www.healthyforlifemeals.com/blog/10-nutrition-myths-debunked", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4126\", \"ground_truth_path\": \"source/test/ground-truth/4126.json\", \"ground_truth_sha256\": \"0e914ae487544a73fc8fbb4970573da751d1952345e5734e0f7e888d1ec3c759\", \"html_path\": \"source/test/html/4126.html.gz\", \"html_sha256\": \"f63afcd25417f561b831e1b4d585eb7ede9778b3b5ac9d49fb7cd055ab1c1643\", \"page_type\": \"article\", \"reference\": \"By Lizzie Streit, MS, RDN, LD\\n\\nAll of us have probably seen or heard nutrition advice that is contradictory, confusing, or simply incorrect. Nutrition misinformation is so rampant that it can make you question what to believe when it comes to making healthy food choices.\\n\\nNutrition science continues to evolve as new research provides more information. As a result, some nutrition advice has become outdated. Here are 10 nutrition myths that still persist and reasons why they should be debunked.\\n\\n1 – Avoid fat at all costs when trying to lose weight.\\n\\nThe low-fat craze of the '90s is over, but the advice to cut out fat to lose weight is still being told. In reality, fat should make up between 20 and 35 percent of daily calorie intake. Fat is necessary to insulate organs, produce hormones, and help the body absorb nutrients.\\n\\nFor overall health and to help with weight loss, it's important to choose healthy fats rather than eliminate fat completely. Choose mostly unsaturated fats, such as extra virgin olive oil, avocado, nuts, and seeds, and use saturated fats like butter in moderation.\\n\\n2 – Natural, non-GMO, gluten-free, organic, and low-sodium foods are always healthy.\\n\\nClaims on food labels can add to confusion about nutrition. When a food is labeled as being \\\"free\\\" of or \\\"low\\\" in a certain nutrient or compound, it's often automatically considered healthy. For example, many people think gluten-free and low-sodium products are always healthy when they may not even contain nutritious ingredients. The same goes for natural, non-GMO, and organic foods.\\n\\nWhile it's true that many products that are naturally free of gluten, grown organically, and/or low in sodium are nutritious, such as fruits and vegetables, not all products that meet those qualifications are healthy. Instead of focusing on what labels say to assess if a food is healthy, consider what nutrients it provides, how processed it is, and what has been added.\\n\\n3 – Cutting out carbs is the only way to lose weight.\\n\\nEating a low-carb diet is very popular for weight loss, especially since it can yield fast results initially as you lose water weight. However, it's not necessary to drastically reduce or eliminate carbohydrates to drop extra pounds.\\n\\nIf you are interested in losing weight, replace less healthy sources of carbohydrates with healthier ones. Choose whole grains, fruits, and vegetables over foods made from white flour and sweets. Make sure that you are eating enough of the other macronutrients — protein and fat — too. You may need to cut back on carbohydrate intake if you are eating more than you need and in lieu of protein or fat. A nutritionally balanced diet will be more beneficial for weight loss and overall health than one that restricts entire food groups.\\n\\n4 – Fresh fruits and vegetables are more nutritious than frozen options.\\n\\nSome people fall short on eating enough fruits and vegetables if they struggle with using produce before it goes bad. Throwing out yet another container of wilted spinach isn't exactly a motivating experience. Plus, a common nutrition myth is that fresh vegetables are much more nutritious than frozen or canned ones.\\n\\nFortunately, this myth is far from the truth. Frozen fruits and vegetables can be just as, if not more, nutritious than their fresh counterparts. This is because they are often picked at the peak of their ripeness then blanched and packaged right away, retaining nutrients and quality. Canned fruits and vegetables are also nutritious options, but be wary of their sodium and sugar levels. Choose low-sodium or no added salt vegetables and fruits canned in water or their own juice instead of syrup.\\n\\n5 – Eating at night is unhealthy.\\n\\nThat bowl of popcorn or ice cream on the couch before bed has long been demonized, usually under the blanket statement that eating at night will cause weight gain. At the end of the day, the timing of meals and snacks is not as important as the total number of calories and types of foods you eat each day.\\n\\nEating late at night won't automatically hurt your health or weight loss efforts. However, indulging in high-calorie foods that push you over your calorie needs and that don't offer much nutrition might. If you are hungry at night and would like to eat, choose a healthy snack with protein and fiber instead of a dessert. Some delicious options include a handful of almonds and dried mango, cottage cheese with fruit, or a couple squares of dark chocolate and edamame.\\n\\n6 – Coffee is inherently bad for you.\\n\\nNot even your seemingly innocent cup of Joe is safe from nutrition misinformation. It's sometimes claimed that coffee is an unhealthy beverage that you must cut out to lose weight or maintain overall health. If giving up your morning coffee sounds terrible to you, don't fret. Coffee can absolutely be part of a healthy diet.\\n\\nOn its own, coffee is not unhealthy and actually contains antioxidants and other compounds thought to promote health. However, coffee doesn't agree with everyone. Some people may experience heightened anxiety or gastrointestinal side effects like nausea and heartburn from too much coffee. In addition, coffee is often used as a vehicle for sugar, flavorings, and lots of cream. To reap the most benefits of coffee, drink it black or with a little cream or milk. Avoid sugary add-ins and consider cutting back if the caffeine in coffee doesn't make you feel good.\\n\\n7 – It's too expensive to eat well.\\n\\nOne of the most common complaints about eating healthy is that it's too expensive. Nutritious foods can have a hefty price tag, but they don't have to!\\n\\nYes, buying wild caught salmon, grass fed ribeye, and organic or off-season produce can add up, but there are many foods that are loaded with nutrients and affordable. These include legumes, frozen and canned produce, eggs (when not affected by avian flu), potatoes, canned fish, bananas, cottage cheese, carrots, brown rice, and oatmeal. Shopping the sales, using bulk sections, signing up for a diet meal delivery, and choosing in-season fruits and vegetables can also help you cut down on grocery costs.\\n\\n8 – Fruit is bad for you.\\n\\nAdvocates of cutting out sugar often lump fruit into their recommendations of foods to avoid. It's true that fruit contains sugar, but this sugar is naturally occurring and not an \\\"added sugar\\\" like white sugar, honey, or syrup. In addition to containing natural sugar, whole fruit is loaded with fiber, vitamins, minerals, and other beneficial plant compounds. Eating fruit as part of a balanced diet is a healthy habit.\\n\\nWhat's more, most studies that analyze the effect of fruit on weight have concluded that eating fruit appears to have anti-obesity effects. Stick to whole fruits and limit fruit juice to reap the most benefits.\\n\\n9 – Snacking is not a healthy habit.\\n\\nSome weight loss meal plans recommend cutting out snacks in order to be successful, even going so far as to suggest that snacks are never healthy. Sure, salty, ultra-processed snacks or sweet treats aren't nutritious choices, but not all snacks are created equal.\\n\\nHealthy snacks can be helpful for those who get hungry in between meals and want to prevent overeating. They're also a great choice after exercise, especially if your next meal isn't for a couple hours. If you feel the urge to snack, skip the candy bar and grab an apple and a hard-boiled egg, Greek yogurt and nuts, or a vegetable smoothie.\\n\\n10 – Eating frequent meals boosts metabolism.\\n\\nSince eating and the digestion that follows rev up metabolism, some people believe that eating small, frequent meals is a good way to promote weight loss. However, most studies on this topic have found no significant effect of eating frequency on weight. At the end of the day, eating fewer calories than you burn, regardless of when you eat, appears to contribute the most to weight loss. More research is needed to fully understand the timing of food intake on weight status.\", \"url\": \"https://www.healthyforlifemeals.com/blog/10-nutrition-myths-debunked\", \"with\": [\"Nutrition misinformation is so rampant that it can make you question what to believe\", \"fat should make up between 20 and 35 percent of daily calorie intake\", \"Frozen fruits and vegetables can be just as, if not more, nutritious than their fresh counterparts\", \"eating fruit appears to have anti-obesity effects\", \"most studies on this topic have found no significant effect of eating frequency on weight\"], \"without\": [\"Get $10 off your first order with code: TryHFLM\", \"Nutrition is constantly evolving, and we design our meals\", \"Facebook\", \"Previous\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4129", "input": "", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4129\", \"ground_truth_path\": \"source/test/ground-truth/4129.json\", \"ground_truth_sha256\": \"6bcd136f0ca5c7cbd86b29c8d1c84e08b37162813eaabebfe0a66012fc0ed361\", \"html_path\": \"source/test/html/4129.html.gz\", \"html_sha256\": \"58031765713e9db2e0fa8d7fb66943cc6fc8f96bdaeb214e592ddfde02d17feb\", \"page_type\": \"article\", \"reference\": \"Housing economists weigh in on the forces most likely to shape housing business in 2026—from mortgage rates and inventory to demographic and regional shifts.\\n\\nAs the housing market enters 2026, leading economists point to a range of forces likely to shape the year ahead for buyers, sellers, investors and the real estate industry. While notable headwinds persist, they agree on one thing: The housing market is showing signs of a rebalance—and a rebound—in 2026.\\n\\nREALTOR® News highlights experts’ predictions from the latest episode of the “Real Estate Today” podcast to help you strategize for the year ahead.\\n\\nA Reawakening in Home Sales\\n\\nLawrence Yun, NAR Chief Economist\\n\\n“We are seeing a little better condition for more home sales … with more inventory and the lock-in effect steadily disappearing—because life-changing events are making more people list their property to move on to their next home. Next year should be better with lower mortgage rates, and that will qualify more buyers. We are expecting home sales to increase by about 14% nationwide in 2026.”\\nEquity remains, but home prices moderate: “Home price growth will be minimal—roughly 2% to 3%—about the same as overall consumer price inflation. Generally, wage growth will be above that. So, it’s a year where people’s income begins to rise a little faster than consumer price inflation and home prices—and this is a welcoming development. We want people to have more purchasing power. Home prices are in no danger of any major decline, and even a 3% gain will bring smiles to many homeowners.”\\nLess pressure on buyers: “Inventory levels are about 20% above one year ago, so there are more choices for consumers. We’re not back to pre-COVID inventory yet, which I would consider normal, so we’re still in a slight housing shortage condition. But consumers do not have to rush decisions the way they did before—there are more choices out there and less prevalence of multiple offers.”\\nThe American dream is still alive: “The desire for homeownership has not fallen. Many renters say that if the conditions are right, they would like to become homeowners. The past couple of years have been frustrating because of elevated mortgage rates, but things will be much better to achieve that American dream of ownership in 2026—with more inventory choices and mortgage rates falling.”\\n\\nRead more: 2026 Forecast Predicts Positive Recovery, With Regional Affordability Hurdles\\n\\nSupply-Side Signals\\n\\nRobert Dietz, National Association of Home Builders chief economist\\n\\n“We’re seeing some improvement [in new-home construction]. One of the big helping factors is the ongoing easing from the Federal Reserve. While the Fed doesn’t control mortgage interest rates, lowering the Fed funds rate does have a direct effect on the interest rates that builders pay on construction and development loans. That’s good news for the supply side, good news for inventory and, therefore, good news for home buyers and renters. For 2026, we’re looking for about a 1% gain in single-family home building and about a 1% gain in new-home sales.”\\nNew homes vs. resale pricing—an unexpected dynamic: “The median resale home price right now is actually more expensive than the median price of a newly built home. That’s only happened two or three times over the last few decades. The combination of builder incentives, including price cuts and the geography of where new construction is occurring has produced this odd situation where the typical resale home is more expensive than a newly built home.”\\nHousing deficit remains a major headwind: “Even though inventory has increased in most markets, there’s still a structural housing deficit. The housing stock is not large enough given the size of the population. This housing deficit remains a major constraint on affordability. The only way to really solve the housing affordability challenge is to build our way out of it. We need more single-family homes, more multifamily homes and more homes for both sale and rent to meet the needs of a younger population. “A major limitation on the supply side comes to zoning and land-use policies. For example, townhomes are one of the bright spots for affordability, but zoning laws often limit the density needed to build them. Those policies need to be updated to allow for more efficient, medium-density construction.”\\nA geographic shift to watch: “One of the trends we’re keeping a close eye on for 2026 is geography. We’ve seen new-home markets slowdown in previously hot markets like Texas and Florida, in part because of some limited cyclical overbuilding and the fact that mortgage rates remained above 6% in 2025. But there are also pockets of strength emerging, particularly in the Midwest. Markets like Columbus, Ohio, Indianapolis and Kansas City—areas that have long been more affordable and are close to major universities—are showing outsized growth.”\\n\\nRead more: Gap Between New and Existing Home Prices Shrinks\\n\\nHousing Affordability Improves\\n\\nDanielle Hale, realtor.com® chief economist\\n\\n“The biggest trend that we’re most excited to see is an improvement in affordability. That’s going to be good news for buyers and a contributor to the fact that home sales will finally start to go up and get away from this 4 million home sales floor that we’ve been very stuck on over the last couple of years. Improving affordability is a really important component of that increase in home sales for 2026.”\\nPricing sensitivity and balance: “In recent data, we’ve noticed that the share of sellers pulling their homes off the market is higher than normal. Even then, it’s still only about 6% of listings, so it’s definitely not the norm. What it reflects is a more balanced housing market where not every seller is getting exactly what they want. Some are choosing to come down in price, and others are choosing to walk away and come back at a later date because they have the flexibility to wait. “Using NAR month-supply data, the housing market is the most balanced it’s been in almost a decade. Buyers have a little more leeway; sellers have to be more flexible, and that’s a big shift from the pandemic years when sellers had nearly all the leverage.”\\nMonthly payments ease: “Our estimates suggest this will be the first time we see monthly payments decline since 2020. Mortgage rates are expected to be lower, which helps offset the roughly 2% home price growth [that we expect in 2026]. On net, affordability is improving because those monthly payments are shrinking, and incomes are also expected to grow. In real terms, home prices are actually going to decline, meaning they’ll be more affordable relative to other goods and services. That doesn’t mean we’ll see sticker prices fall, but it does mean affordability is improving.”\\nRegional divergence and policy stability: “While the national numbers are fairly modest, we’re seeing much more variation at the regional level. In the South and West, where policies have enabled more construction, housing markets are more in balance. In the Northeast and Midwest, inventory still lags behind pre-pandemic norms, and prices have continued to rise. “Policy change is something we still have to keep an eye on, but I expect the pace of policy change to slow in 2026. That will make it easier for everyone—from buyers and sellers to builders—to anticipate what’s ahead and make plans without constantly reacting to new policy shifts.”\\n\\nRead more: Prevent Home Delistings: How Agents Can Keep Sellers Committed\\n\\nDemographic Trends Reshape the Market\\n\\nJessica Lautz, NAR deputy chief economist\\n\\n“We’re watching the share of first-time home buyers and the share of all-cash buyers, because that push-and-pull has really dominated the market. Another trend I watch closely is the growing share of single female buyers: We’re seeing single women really growing as a force in the market, and that reflects lower marriage rates and lower birth rates. There will continue to be people who buy homes, but it could be a different type of person than what we have seen historically. These demographic shifts are really shaping who is able to make moves in this housing market.”\\nFirst-time buyers gradually re-emerge: “We know that interest rates have come down some, and we also know that there has been more supply entering the market in the existing-home sales space. With more inventory and slightly improved affordability conditions, that does mean an opportunity for first-time home buyers. I hope they are able to take advantage of that next year. We need them to come in so that we can see more movement in the housing market and healthy growth … because homeownership is a wealth-building tool.”\\nBaby boomers remain the dominant force: “We are seeing that baby boomers are really the dominating force in today’s housing market. They have a ton of housing wealth, and they’re able to make trades right now—move close to the grandkids and move where they want to be. They’re not making many concessions on their home choices, and they have the funds to really make those choices. “If we continue to see this large share of retirees, we could continue to see smaller households and different housing choices than what we’ve seen historically. Just a quarter of buyers have kids. If we look at the demographics, we know that home size is shrinking and the number of people in the household is shrinking. With a larger share of retirees in the market, we’re seeing fewer buyers with young children.”\\nAll-cash buyers aren’t going away: “Mortgage applications have been trending up for a couple of months, so we are seeing more buyers enter the market who are not all-cash. That being said, I don’t think all-cash buyers are going away anytime soon, just because of the wealth that is in this housing market and the ability of homeowners to make trades without a mortgage.”\\n\\nRead more: NAR 2025 Profile of Home Buyers, Sellers Reveal Market Extremes\\nRead more: Flexing Their Equity, Baby Boomers Are Driving the Housing Market\\n\\nAll Eyes on Mortgage Rates\\n\\nNadia Evangelou, NAR senior economist\\n\\n“For the last few years, we have been in one of the toughest affordability environments in modern housing history. Mortgage rates jumped from 3% in 2021 to above 7% in 2023, and that pushed the typical payment up by more than $1,000 a month compared to pre-pandemic levels. But what happens if rates move down from 7% to 6%? We expect the buyer pool to increase significantly.”\\nMortgage rates as a major unlock: “Nationally, a one percentage-point drop in mortgage rates can expand the pool of households who can qualify to buy by about 5.5 million households, including about 1.6 million renters who could become first-time buyers. That’s a huge shift in who can realistically afford to buy. Not all of these 5.5 million households will buy a home, but based on our analysis, about 10% typically do. That could translate into about 500,000 additional home sales in 2026. That’s the main reason that we expect home sales activity to increase next year.”\\nMore inventory needed to match incoming demand: “Mortgage rates alone don’t make a stronger market. Inventory is another component that needs to cooperate. Inventory is rising—it’s higher than a year ago—but if more buyers come back, we’re going to need even more homes available for sale.”\\nMiddle-income buyers still constrained: “Even with progress in affordability, middle-income buyers can afford to buy just 21% of the homes currently available for sale. Before the pandemic, they could afford about 50%. That’s a very dramatic difference, and it shows why we need a targeted approach—homes that align with people’s incomes.”\\n\\nRead more: A Mortgage Rate Drop to 6% Would Ring in More Home Buying\\nRead more: 10 Home Buying Hot Spots to Watch in 2026\", \"url\": \"\", \"with\": [\"Housing economists weigh in on the forces most likely to shape housing business in 2026\", \"Lawrence Yun, NAR Chief Economist\", \"Robert Dietz, National Association of Home Builders chief economist\", \"Danielle Hale, realtor.com® chief economist\", \"Jessica Lautz, NAR deputy chief economist\", \"Nadia Evangelou, NAR senior economist\"], \"without\": [\"Advertisement\", \"Newsletters\", \"Stay informed on the most important real estate business news\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4132", "input": "https://www.veros.com/housing-market-predictions-for-2026", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4132\", \"ground_truth_path\": \"source/test/ground-truth/4132.json\", \"ground_truth_sha256\": \"92bee26623051b70d688a1c74629d58cf0ce721b69056fe693c6a7af6057af40\", \"html_path\": \"source/test/html/4132.html.gz\", \"html_sha256\": \"907cb07b7885c1fa709112acca2d18923a1279abbd61f902df68e599c8c93bc3\", \"page_type\": \"article\", \"reference\": \"As 2025 draws to a close, the outlook for the 2026 housing market is coming into focus. In the eighth episode of RiskWire: On the House, Veros' economists provide their predictions, covering everything from affordability and mortgage rates to the impact of population shifts.\\n\\nHere are the key takeaways from the episode:\\n\\n- If you are waiting for pre-pandemic pricing, you may be disappointed. Since 2020, home prices have surged by approximately 50%, while incomes have only climbed 29%. This widening gap ensures that affordability will remain a primary challenge for buyers throughout 2026.\\n- Despite potential Federal Reserve cuts, Veros' economists predict mortgage rates will hover around 6.2% in 2026. While this is a slight improvement from the 6.6% average seen in 2025, it remains significantly higher than the lows of previous years.\\n\\nThe 2026 market will be defined by geographic divergence rather than a single national trend:\\n\\n- The Winners: The Northeast and Midwest (e.g., New York and Connecticut) are expected to see strong demand and rising prices.\\n- The Losers: The Sunbelt and West (e.g., Austin and Tampa) are weakening as they grapple with oversupply and rising secondary costs.\\n\\nWant the complete breakdown of what to expect in 2026? Watch the full episode of RiskWire: On the House today.\\n\\nFor ongoing economic updates and housing market insights, visit RiskWire.com! You can also find RiskWire: On the House on Apple Podcasts, Spotify, and YouTube Podcasts.\", \"url\": \"https://www.veros.com/housing-market-predictions-for-2026\", \"with\": [\"Here are the key takeaways from the episode:\", \"Despite potential Federal Reserve cuts, Veros' economists predict mortgage rates will hover around 6.2% in 2026\", \"The Losers: The Sunbelt and West (e.g., Austin and Tampa) are weakening as they grapple with oversupply\", \"home prices have surged by approximately 50%, while incomes have only climbed 29%\"], \"without\": [\"VeroVALUE AVM\", \"VeroVALUE Preferred\", \"AVM Cascades\", \"ValuSTREAM AVM Cascade\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4142", "input": "https://reolink.com/blog/diy-smart-home-automation-system/?srsltid=AfmBOorzynNVp9Pk9dqkASQ0Pe6hlZQjo9zI0P8lVzZ_F06ZOt3440Qu", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4142\", \"ground_truth_path\": \"source/test/ground-truth/4142.json\", \"ground_truth_sha256\": \"b09f5229b6a981ab5f28d0e75e890c33a4d07c54e1dc94d8e6ae3db7c517b162\", \"html_path\": \"source/test/html/4142.html.gz\", \"html_sha256\": \"64f5e5e2e59de969d9ced97e255773954844f9cf01b807a5761caf4d1b147577\", \"page_type\": \"article\", \"reference\": \"Home automation is the interaction of functions between devices through the transmission of information between appliances. It is defined as the system that controls every aspects of your home appliances with a single panel or some devices, such as your mobilephone. The system has become even smarter when combined with artificial intelligence. How do you build up your own home automation? This blog may be an ultimate guide.\\n\\n5 DIY Home Automation Projects for Beginners\\n\\nProject 1: Security system\\n\\nHome security systems are a great way to deter burglars and keep your home safe. However, if you can automate or smarten your home and make your home devices more connected and efficient, will it enhance your living experience?\\n\\nOne way to automate your home is to wire a security system to your door locks and cameras. This allows you to remotely lock and unlock doors as well as monitor and allow family members to enter even when you're not home. Besides, you can also place a security camera to monitor the room, and you can see the real-time picture on your phone.\\n\\nCreativity can be advanced! So if you're on your way to making your home safer, don't forget to set up your home security system. All you need to do is arrange it ahead of time and it can take on the role of a home bodyguard.\\n\\nProject 2: Smart thermostat\\n\\nSmart thermostats are a powerful way to save money on energy bills and make your home more comfortable. Smart thermostats come in many different models, and you'll have to choose based on your own preferences and budget; generally speaking, the higher the price, the more functional it is.\\n\\nThe micro-computer inside a smart thermostat can adjust the temperature according to your settings, or it can be controlled remotely through an app or website on your smartphone. Smart thermostats can be controlled via buttons on the device itself or via an app on your phone. In addition, some smart thermostats can even learn your habits to program settings and adjust the temperature accordingly. If you're looking for a way to reduce your electric bill, then a smart thermostat is a great option.\\n\\nProject 3: Watering garden plants\\n\\nTired of killing all of your plants because you never remember to water them? You'll find some interesting gadgets on Reddit for adjusting the watering schedule for your houseplants. Some advanced systems will actually mix in nutrients or measure properties like pH levels to adjust with the help of small smart devices.\\n\\nThis way, if a sensor detects drought, it can trigger the pump to turn on, preventing further damage to the plants. Water sensors are an affordable and effective way to protect your plants from dying, and they are easy to install. If you are concerned about the lack of water, consider adding a water sensor to your garden.\\n\\nProject 4: Voice-activated assistant\\n\\nYou can use smart home platforms like Apple Homekit or Google home to control your room lights with your voice. So whether you're coming home to a dark living room after work or just looking for some food in the kitchen in the middle of the night, setting your lights to turn on and off automatically is a smart solution.\\n\\nIf you want to make it even smarter, you can add sensors to aid in monitoring and turn the lights on when you enter the area! That way, you'll never forget to turn off the lights and you'll only use them when you really need them. This could save you a lot of money on your electricity bill.\\n\\nProject 5: Windows control\\n\\nYou can also use your home security system to control the opening and closing of windows in your home. By connecting your windows to your security system, you can create a schedule to automatically open and close your windows, and even open them when poor air quality is detected. If you already have a home automation system installed, you can also use your home security system to trigger other automated devices, such as opening the garage door or the TV.\\n\\nUsing Raspberry Pi for Smart Home\\n\\nRaspberry Pi is a small single-board computer whose integrated inputs and outputs make it applicable to a wide range of projects. In addition, to make it part of the smart, you also need a compatible power source and a microSD memory card used as external memory storage. For programming and working with the computer, a keyboard, mouse, and monitor will also be needed.\\n\\nThere are some additional access modules available. However, not all of these modules are necessary and need to be matched to the user's intended use and the subcomponents they wish to control. Examples are shown below.\\n\\nModules and their functions of Raspberry Pi\\n\\n- Relay module: Switching of ventilators,water pumps,light bulbs\\n- Digital input/output module: Detecting motion sensors,door locks\\n- Software: Controling and programming the whole system\\n\\nSmart magic window\\n\\nThe concept idea is to put a mirror, a TV screen and a Raspberry Pi into the same frame, integrating them as a cooperative ecosystem. This project is well known to users of Raspberry Pi. The mirror's surface is made of ordinary glass.\\n\\nWith the integration of technological devices, its functions have become diverse, allowing it to display personalized content on the mirror, such as weather forecasts as well as newsletters and so on. This smart home device can become smarter with the support of Raspberry Pi, meeting all your needs and making your life more interesting.\\n\\nBaby monitor\\n\\nThis device is aimed at parents of newborn babies and enables them to monitor their child's body and sleep remotely and in real time, as well as via the Raspberry Pi coupled with a webcam that allows you to see and hear what's going on in the room from another computer (or another Raspberry Pi).\\n\\nThis feature shows the powerful interconnection function of rp. And the combination of this device and monitoring equipment gives users a stronger ability to sense the environment and greatly improves the security of the home.\\n\\nThe involvement of the rasperry pi allows for a greater creativity in the development of smart home, with the ability to interact with a wide range of devices to give the user a unique experience.\\n\\nArduino for DIY Smart Home Projects\\n\\nArduino board is popular open-source electronics platform, a combination of hardware and software commonly used by students, makers and professionals to develop a wide range of electronics projects and applications. In addition to the main board, Arduino also offers a wide variety of additional components and modules that can be used for projects. Arduino has played an important role in building up a smart home system. Two examples of Arduino-related projects are illustrated below.\\n\\nVoice controlled home automation system with Arduino\\n\\nVoice Controlled Home Automation Using Arduino is an ground-breaking project that aims to automate home devices with the power of voice. This system is very practical and user-friendly because it enables users to simply control and manage home appliances using basic voice commands. This idea offers a new degree of automation and efficiency in managing home appliances thanks to the integration of modern technology. For example: Audio Reactive Desk Light.\\n\\nIn the Audio Reactive Desk Light DIY project, the user is able to use simple electronic components and simple programming means to create a very fashionable electronic products that can follow the music to dance, which has a very cool appearance and practical functions.\\n\\nElectrical signals will be detected and received by the electronic module and sent to the Arduino, which will control the lights to achieve the function of the light show.\\n\\nSelf-detecting home automation system with arduino\\n\\nArduino can be a great helper when combined with other available devices. By complementing the functions of the devices, a comprehensive monitoring and sensing system can ultimately be achieved to enhance the user's experience. For example, the Water Quality Monitoring System.\\n\\nThe Water Quality Monitoring System DIY project is all about monitoring the quality of water. Water is essential for life, and good water quality ensures a better quality of life. This system can be used to monitor water quality more intelligently by combining it with an Arduino, which is able to give information on the user's receiving panel. In this project, you will create a system that monitors water quality by measuring parameters such as pH, temperature, and dissolved solids (TDS) of the water. In this project, the user is tested even more because the process of building the system is somewhat complex and prone to errors.\\n\\nBonus Tip: How to Set Up a Home Theater Automation\\n\\nAfter a day's hard work, wouldn't it be a great relief to watch a movie at home on a big night? But it can be a bit confusing with all of the options available. It doesn't have to be. With a few tips and planning, you could be enjoying your cinematic experience in your personal home movie theater.\\n\\nThen by following the steps below, you can clearly choose your suitable smart home theater configuration. Creating a smart custom theater is all about finding the right \\\"brain\\\" to connect all the equipment. In this part, we'll look at the steps of how to set up a home theater automation control system.\\n\\nStep 1: Consolidate the controls\\n\\nUsually, there is a separate remote control for a device, such as one for the stereo and one for the display. But when you're ready to start watching a movie, you need to find dozens of remotes for your devices and operate them one by one, and that can seem cumbersome. Then connecting all these separate physical controllers together through smart devices will make the movie watching experience much more convenient and better.\\n\\nStep 2: Weighing price and quality\\n\\nGenerally speaking, the higher the price, the better the quality and experience will be, both in terms of life time and to the performance of the device, and if you are able to purchase the more advanced ones, then the device will interact with each other better. You wouldn't want to change devices too often, would you? Then when it comes to picking a device, you can consider both price and quality and choose the one that best meets your needs.\\n\\nStep 3: Set the scenes\\n\\nThe scene setting step is very important to create the atmosphere of the movie, first of all, it can enhance the immersive experience of the movie. Secondly, it can provide moviegoers with a more private viewing space. For example, a \\\"play movie\\\" scene may connect a series of automated actions that should take place when a movie plays: lights dim, blinds lower, sound and projectors roll, and the film begins to play. On top of these settings, you can set up personalized light setting options ahead of time according to your personal preferences, and then wake up by voice before each movie, which adds convenience.\\n\\nStep 4: Use multicontiguous screen device (MCSD)\\n\\nUtilizing MCSD can make your viewing experience more continuous. For example, if you suddenly want to go to the restroom or someone knocks on the door in the middle of a movie, you can go to another room, and if there are smart screens connected to each other, you can continue to watch the video content on the restroom's screen or the doorway's screen. It is also possible to connect the security camera into this system as well, then you can monitor the whole home from the movie room.\\n\\nExamples of Best Automation Systems\\n\\nWith the booming of advanced technologies, automation systems from different companies have emerged rapidly recently, which have greatly contributed to the improvement of the living experience. We will discuss three representative systems to give you some insights.\\n\\nThe table is about the most distinguished characteristics of the three systems.\\n\\nAssistant | Apple Homekit | Google Home | Amazon Alexa\\nDistinguished features | Suitable for Apple users, data privacy and security | Google ecosystem, powerful voice control and great interface | Cloud-based service, voice control and compatibility\\n\\nApple Homekit\\n\\nThis system is highly recommended to Apple users. Simplicity of design and convenience of use have always been the hallmarks of Apple products. This concept still works in this system. During its operation, the device appears as a card on the application, and from the home page of the application you can access your favorite accessories and previews of your favorite cameras. Apple has also done a great job when it comes to privacy because its strict data security and consumer privacy policies.\\n\\nGoogle Home\\n\\nThe system is highly intuitive and allows you to interact with the Google homepage in a clear and intuitive way. From the homepage, you can control and connect all the devices available. You can also interact with the system with simple wake-up words, such as creating automations for when you arrive home or with a phrase for a trigger, for example, or my personal favorite, \\\"Hey Google, let's shower\\\" to turn on the bathroom lights and warmer, as well as play the music in the shower room.\\n\\nAmazon Alexa\\n\\nVoice control is a big deal in home automation. Alexa's response and understanding of user's commands was the most accurate, with Google's system being not that outstanding. The Alexa app is simple to set up, and the platform is built on Alexa, so you can easily add devices and customize your home setting. Alexa is available for a wide range of Amazon devices, such as Echo speakers and Fire TV devices. It works over Wi-Fi, Zigbee, Bluetooth, and most recently, Matter. Amazon's goal is to build Alexa as the most powerful player in terms of voice control field.\\n\\nFAQs\\n\\n1. How can I do home automation myself?\\n\\nFirstly, you need to have a preliminary conception about what is your automated home like. Choosing your own smart devices is an important step. According to your needs, there are thousands of types you can choose from. Secondly, finding a proper platform on your controlling device is of great significance, which will be the key factor in your experience. Thirdly, connect your appliances and start using them.\\n\\n2. Does home automation increase home value?\\n\\nA smart home will undoubtedly increase the value of home, as the devices it contains are expensive and can bring a better living experience to its occupants, greatly enriching their lives with fun and convenience, and in the opinions of home appraisers, a smart home will definitely be worth more than an ordinary home.\\n\\n3. How much does it cost to automate a home?\\n\\nThe national average cost of home automation ranges from $3,000 to $6,000, with most consumers spending $4,000 to install common smart security systems, thermostats and doorbells. The lowest cost was $1,500 for a smart voice recognition system, lighting and a basic security system.\\n\\n4. What are the 3 common uses of home automation?\\n\\nAutomating air conditioning, lighting, security, or communication translates to significant savings in energy consumption. There is also an improvement in the quality of life of users who now have a home adapted to all their needs.\\n\\nConclusion\\n\\nBy building your own smart home system, you'll be able to monitor and manage devices throughout your home from a palm-sized control panel, anytime, anywhere. So you can give it a try and experience the fun and excitement of a smart home.\", \"url\": \"https://reolink.com/blog/diy-smart-home-automation-system/?srsltid=AfmBOorzynNVp9Pk9dqkASQ0Pe6hlZQjo9zI0P8lVzZ_F06ZOt3440Qu\", \"with\": [\"5 DIY Home Automation Projects for Beginners\", \"With the integration of technological devices, its functions have become diverse, allowing it to display personalized content on the mirror\", \"Utilizing MCSD can make your viewing experience more continuous. For example, if you suddenly want to go to the restroom\", \"By building your own smart home system, you'll be able to monitor and manage devices throughout your home from a palm-sized control panel\", \"The national average cost of home automation ranges from $3,000 to $6,000\"], \"without\": [\"Subscribe for the Latest Updates\", \"Security insights & offers right into your inbox\", \"All Comments Are Welcome\", \"4K UHD Wi-Fi 6 Security System with 180° Blindspot-Free View\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4150", "input": "https://www.heatherhandmade.com/best-sewing-machine-for-making-clothes/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4150\", \"ground_truth_path\": \"source/test/ground-truth/4150.json\", \"ground_truth_sha256\": \"0738bb49eee87c2f44b39c1b911ad76808b8cabfcafeb9cb3e42ad6f0c41be88\", \"html_path\": \"source/test/html/4150.html.gz\", \"html_sha256\": \"3a7d036abfb19aac2da9119e12dd57b12852e1acf2a926ad46e2e8bd67d9ed98\", \"page_type\": \"article\", \"reference\": \"Compare these machines to find the best sewing machine for beginners. These are all great sewing machines for starting out!\\n\\nWhen you are making clothes or costumes the most important stitches you need are a straight stitch and a zigzag stitch. All the other fancier stitches are great to have, but they are not essential. If you are learning how to sew, you can start with sewing 101 for beginners!\\n\\nI have not sewn on all of these machines I talk about in this post, but I have sewn on some. Do your research instead of relying solely on my advice to find the best Sewing Machine for Beginners!\\n\\nWhere to buy a beginner sewing machine\\n\\nThere are lots of places to find good Sewing Machine for Beginners. If you are okay with buying used I would check thrift stores, yard sales, and facebook marketplace. The machine might need a tune up, but vintage machines usually work very well.\\n\\nBuy the best machine you can afford at the time, even if it's used, so that when you want to upgrade you will be able to use it for a trade in.\\nHeather Paulsen – Heather Handmade\\n\\nNext, check you local dealer for any used machines they might be selling. They get used machines which they tune up, and then they resell for a good price. This is a great way to get a more expensive brand for cheap.\\n\\nIf you are really set on buying a new machine, I would check your local dealer and Amazon. The prices at your local dealer are more expensive than Amazon, but when you buy from a dealer the parts inside are metal instead of plastic which is better quality.\\n\\nEven if you don't buy a machine from a dealer, you should know where a local dealer is so that you know where to get your machine cleaned or fixed.\\n\\nIt really depends on your budget and how much you will be using the sewing machine. If you need a place to ask for advice I would ask in one of these sewing facebook groups. I bought my machine from a dealer, but it was a used older model.\\n\\nMechanical vs Computerized\\n\\nThere's a debate about whether a mechanical sewing machine is bettern than a computerized sewing machine.\\n\\nA mechanical sewing machine is one that uses electricity but only uses buttons and knobs. A computerized sewing machine is one that uses electricity, but it has a screen with options.\\n\\nThe really expensive computerized sewing machines essentially have a small touch screen tablet on the front of it.\\n\\nIn all the research I've done, it seems like the computerized part of a sewing machine can fail making your sewing machine stop working even though all the parts are in good condition.\\n\\nAll of the expensive machines are computerized so you can't really get away from it.\\n\\nYou can start sewing knit fabric without a serger. You can sew lightweight fabric on a beginner sewing machine. You can even use a twin needle on a beginner sewing machine.\\n\\nBest Sewing Machine for Beginners\\n\\nBrother GX37 Sewing Machine Review\\n\\nToday I unboxed a brand new Brother GX37 sewing machine to review. I threaded it and tested the straight stitch on a scrap of fabric.\\n\\nJanome New Home Sewing Machine Review\\n\\nRead all about the Janome New Home sewing machine review. This is a great inexpensive sewing machine for sewing beginners and kids.\\n\\nBrother Sewing Machine XM2701\\n\\nThis is the most inexpensive sewing machine on this list. Brother makes sewing machines very accessible to all budgets. It has high ratings and has lots of different stitches.\\n\\nBernette B33 Swiss Design Sewing Machine\\n\\nBernette machines are made in Bernina factories, so they are well made but not as expensive as Bernina. This is the most basic Bernette, and it's mechanical.\\n\\nZeal Baby Lock Sewing Machine\\n\\nBaby Lock makes really good sewing machines and this is the cheapest option. I've heard that there's rarely tension problems when using a Baby Lock.\\n\\nHeavy Duty 4411 Singer Sewing Machine\\n\\nThis sewing machine is a great affordable option. I have used one of these machines, and it sewed great. I didn't see tension issues very often.\\n\\nHusqvarna Viking E10\\n\\nI have used some Husqvarna Viking sewing machines and they sewed great. They can be found online, but hopefully they'll be back in stores soon!\\n\\nHZL-355ZW-A – Juki Sewing Machine\\n\\nThese basic machines are great for making clothes or any other sewing you want to do. It's mechanical and simple to use!\\n\\nBrother Sewing and Quilting Machine\\n\\nThis is another Brother sewing machine that has very high reviews. It's more expensive than the other Brother sewing machine, but I've seen friends makes all kinds of clothing on this machine. It has a lot of stitches to work with.\\n\\nSew Fun Elna Sewing Machine\\n\\nI have never sewn on an Elna sewing machine, but I know a lot of people recommend them. There are lots of stitches, and it's mechanical.\\n\\nEverSewn Charlotte Machine\\n\\nThis is another machine that I have never used, but I know a lot of people love it. It's simple and easy to use.\\n\\nBERNINA 215 Sewing Machine\\n\\nBernina machines are not cheap, but they sew beautifully. I grew up using a Bernina and currently have a used Bernina, so I am a little biased. If you want a Bernina buy a used option so it won't be so expensive.\\n\\nIf you have a question about any of these machines, please share it on social media with the hashtag #heatherhandmade and tag me!\\n\\nI believe small sewing moments can create great joy. Find your own right way to sew. -Heather\", \"url\": \"https://www.heatherhandmade.com/best-sewing-machine-for-making-clothes/\", \"with\": [\"When you are making clothes or costumes the most important stitches you need are a straight stitch and a zigzag stitch.\", \"A mechanical sewing machine is one that uses electricity but only uses buttons and knobs.\", \"This sewing machine is a great affordable option. I have used one of these machines, and it sewed great.\", \"Bernette machines are made in Bernina factories, so they are well made but not as expensive as Bernina.\", \"If you have a question about any of these machines, please share it on social media with the hashtag #heatherhandmade and tag me!\"], \"without\": [\"Learn How to Sew\", \"Sewing Clothing: A Beginners Guide\", \"Privacy Policy\", \"Newsletter Signup!\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4160", "input": "https://www.thespruceeats.com/best-bread-machines-to-buy-4092351", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4160\", \"ground_truth_path\": \"source/test/ground-truth/4160.json\", \"ground_truth_sha256\": \"1de9a1f0518e8759a6654a6fd82989280b5606df25b82acdfa5e845790a68afa\", \"html_path\": \"source/test/html/4160.html.gz\", \"html_sha256\": \"8c19d7cf4511ffa60d6f86d0583cd547feffea9da78dee68ba81ac935223feba\", \"page_type\": \"article\", \"reference\": \"Sourdough, gluten-free, and banana are no match for these bread makers' baking power\\n\\nI absolutely adore baking homemade bread. When I have time, I love the whole process of mixing, kneading, and shaping. Waiting for it to rise is calming, while shaping and scoring the dough is like an art form. Eating fresh bread is, of course, the best part.\\n\\nBut I don't always have time for all of the steps. That's where a bread machine comes in: It distills the process down to simply adding ingredients, pressing some buttons, and unmolding the loaf when it's fully baked. The bread doesn't look as artisanal as a hand-shaped loaf, but it's great for sandwiches, toast, and more. The Spruce Eats has tested top-rated bread machines to come up with the best of the best, so you can have fresh, homemade bread any time you want it.\\n\\nTop Picks\\n\\nBest Overall:\\nBreville Custom Loaf Bread Maker at Amazon\\n$331\\nJump to Review\\n\\nBest Budget:\\nCuisinart Compact Automatic Bread Maker at Amazon\\n$113\\nJump to Review\\n\\nRunner-Up, Best Overall:\\nZojirushi Home Bakery Virtuoso Plus Bread Maker at Amazon\\n$427\\nJump to Review\\n\\nMost Versatile:\\nPanasonic Automatic Bread Maker at Amazon\\n$375\\nJump to Review\\n\\nBest for Mini Loaves:\\nZojirushi Home Bakery Mini Breadmaker at Amazon\\n$294\\nJump to Review\\n\\nBest for Basic Bread:\\nHamilton Beach Bread Maker Machine at Amazon\\n$103\\nJump to Review\\n\\nBest Overall\\n\\nBreville Custom Loaf Bread Maker\\n\\nWhat We Like\\n\\n- Paddles collapse after kneading\\n- Mix-in dispenser\\n- Ability to save custom recipes\\n\\nWhat We Don't Like\\n\\n- Noisy\\n\\nBreville appliances have done consistently well in our testing, so it's no surprise this bread maker continued that trend. We love the features—especially the collapsible kneading paddle. While other bread makers leave holes in the bottom of loaves from the kneading paddle, this option lets you remove the paddle before the final rise if you want. However, if you don't want to wait around for that, this machine's paddles collapse when kneading is done, so the hole is much less noticeable.\\n\\nThis machine also has a mix-ins dispenser, so they are added to the dough at the right time for even dispersion through the dough. No more fruit smashed or crumbled during kneading, or nuts sinking to the bottom. We also love the ability to pause the process if you need to do something manually, like shape the dough or add a topping. Speaking of pausing, this has a 1-hour backup battery, so it will keep working during any short power outages that occur. It also has the ability to program and save up to nine custom recipes, which is great for bakers who want to create their own special loaves. The breads we tested were all good, including both standard and gluten-free, although the yeasted banana bread would have benefited from a bit more mixing.\\n\\nOne downside is that the machine is a bit noisy, but we can forgive that, considering everything else it does very well.\\n\\nDimensions: 16.4 x 9.6 x 13.3 inches | Loaf Size: 1 to 2.5 pounds | Programs: 14\\n\\nBest Budget\\n\\nCuisinart Compact Automatic Bread Maker\\n\\nWhat We Like\\n\\n- Compact for small kitchens\\n- Lots of options\\n- Easy operation\\n\\nWhat We Don't Like\\n\\n- Exterior gets hot\\n\\nThis machine is compact, but it can still bake full-size 2-pound loaves along with 1- or 1.5-pounders. It's great for anyone who doesn't have space for a full-size machine, with the understanding that the smaller size comes with less insulation, so this machine gets hot on the outside during baking. It's also fairly light at just over 10 pounds, so it's easy to move around or tuck into a cabinet when it's not being used.\\n\\nWe were skeptical about the machine's ability to bake a 2-pound loaf every time. The largest batches made tended to hit the lid and deflate, so it might be best to stick with smaller loaves or look for recipes that don't rise quite as much. That said, it was easy to use, the control panel made sense, and the bread was nicely browned. It also has plenty of options, including crust darkness, bread types, and even non-bread settings for sauces and cakes.\\n\\nDimensions: 10.3 x 13.3 x 11.3 inches | Loaf Size: 1, 1.5, or 2 pounds | Programs: 12\\n\\nRunner-Up, Best Overall\\n\\nZojirushi Home Bakery Virtuoso Plus Bread Maker\\n\\nWhat We Like\\n\\n- Consistent results\\n- Even browning due to two heat sources\\n- Great documentation and recipes\\n\\nWhat We Don't Like\\n\\n- No quickbread setting\\n\\nThis bread machine has one feature that you won't find in any others. Along with the usual heating element below the pan, it also has a heating element on top. That means we got lovely browning on top of the loaves, just like we'd get in an oven. That's not the only reason why we love this bread machine. The manual, the recipes, and the variety of breads it can bake made this one a great option, producing breads that even experienced bread bakers will appreciate—with practically zero fuss.\\n\\nThis bread machine has two paddles, so the ingredients mix well, and its kneading ability is excellent. A 13-hour delay timer allows you to set the machine up at night for a morning loaf or set it up in the morning before work to have a loaf ready for dinner.\\n\\nEven when we started winging it with our own recipes and ingredients, the results were still good. And that's a tough thing for a bread machine to do.\\n\\nDimensions: 18 x 10.5 x 12.9 inches | Loaf Size: 2 pounds | Programs: 15\\n\\nMost Versatile\\n\\nPanasonic Automatic Bread Maker\\n\\nWhat We Like\\n\\n- 20 programs\\n- External temperature sensor to adjust heating\\n- Super nonstick baking pan\\n\\nWhat We Don't Like\\n\\n- Expensive\\n\\nThis high-tech machine has a few features we haven't encountered elsewhere, such as an ambient temperature sensor that adjusts the cooking temperature to make sure the bread is rising and baking perfectly. It has a whopping 20 easy-to-operate programs, including four options for gluten-free doughs, and a dispenser for adding in ingredients at the right time during kneading.\\n\\nThe first loaf we tested deflated a bit; using our own recipe might have been part of the problem, however. Regardless, the flavor and texture were good, despite the imperfect look. We then tried Panasonic's banana bread recipe, which required all the mixing to be done in separate bowls before adding everything to the machine. The flavor was good, and the bread was moist and dense. Since our initial testing, we've also tried out other settings, like \\\"dough\\\" to make multiple batches of pizza dough, which made crispy, but chewy pies.\\n\\nThe nonstick bread pan is super-slick, with finished loaves sliding out easily and any dried-on bits easy to clean off. Also, this machine is quiet—any noises it made were easily masked by the dishwasher.\\n\\nDimensions: 9.9 x 16 x 14.3 inches | Loaf Size: 1, 1.5, 2 pounds | Programs: 20\\n\\nBest for Mini Loaves\\n\\nZojirushi Home Bakery Mini Breadmaker\\n\\nWhat We Like\\n\\n- Small footprint\\n- Quiet operation\\n- Excellent small loaves\\n\\nWhat We Don't Like\\n\\n- Only one small size option\\n\\nConsidering how much we liked the full-sized Zojirushi bread machine, it's not very surprising that we also liked the mini version. This is the perfect bread machine for anyone who wants a small loaf of bread, and it works quietly, too. Of course, this bread machine has a smaller footprint than a full-size one. There's even a handle for taking the machine on the go, and it makes it easier to carry it to its storage space if it's not going to live on the counter.\\n\\nThis machine makes 1-pound loaves and has many of the same settings you'd find in large machines, including an interesting option for regular or firm loaves of bread. There are also crust settings as well as a quick baking setting that produces a loaf in less than two hours. The loaves were all very well baked and nicely domed on top, and they came out of the pan easily.\\n\\nDimensions: 8.5 x 11.3 x 12.3 inches | Loaf Size: 1 pound | Programs: 9\\n\\nBest for Basic Bread\\n\\nHamilton Beach Bread Maker Machine\\n\\nWhat We Like\\n\\n- Good value\\n- Compact size\\n- Dishwasher-safe parts\\n\\nWhat We Don't Like\\n\\n- Loud\\n\\nThis bread machine has a compact size, but it's still capable of baking 2-pound loaves as well as smaller sizes. We made multiple custom loaves; one was absolutely divine and achieved a perfect rise.\\n\\nThis machine isn't as feature-laden as some others we tested, but it produced great loaves and the price makes sense. We encountered a slight learning curve when making country white bread, with our recipe working better on the second try when we used the 2-pound rapid cycle. A loaf of whole wheat cornmeal bread, though, absolutely blew us away.\\n\\nOne downside is that the machine isn't quiet. The beeps are loud, which might be a good thing for some bakers, but the kneading is also loud, possibly because the machine isn't as well insulated as others. The controls are easy enough, once you get used to them. Unlike most other bread machines, the bread pan is dishwasher-safe, but it is also easy to wash by hand.\\n\\nDimensions: 13.9 x 11.4 x 11.2 inches | Loaf Size: 1, 1.5, 2 pounds | Programs: 12\\n\\nFinal Verdict\\n\\nWe love the Breville Custom Loaf Bread Maker for its ability to make a browned-crust basic loaf of bread, but also saveable customized loaves. The Zojirushi Home Bakery Mini Breadmaker is also a great option for anyone looking for a high-quality bread machine that doesn't take up a ton of counter space.\\n\\nHow We Tested Bread Machines\\n\\nWe tested 36 bread machines by making standard white bread, whole wheat, gluten-free, and banana bread (following the recipes included with the machines, or a standard The Spruce Eats recipe if one was not included). We evaluated each machine on ease of use, performance, versatility, and value. We paid special attention to:\\n\\n- Clarity of instructions and recipes\\n- How customizable the settings are\\n- The largest size loaf a machine could make\\n- Final loaf appearance\\n- How easy or hard the cleanup is\\n\\nOther Options We Tested\\n\\nKBS Pro Stainless Steel Bread Machine: While the KBS bread maker performed well, the major flaw here was the documentation and recipes. Much of it was poorly written, with some recipes incomplete or calling for confusing ingredients. With some trial and error, and a good bread-baking book, the machine might consistently produce decent loaves, but we feel that a kitchen appliance should have clear operating instructions and recipes.\\n\\nElite Gourmet EBM8103M Programmable Bread Maker Machine: This machine was cute at first glance. Its documentation, however, was a failure. While the machine features a whopping 19 functions, not all of them are well explained, like the defrost function, and the recipes called for nonstandard measurements. Another little gripe was that the bread pan needs to be twisted to be removed, but there's not a lot of space between it and the sides of the machine, so it's tough to get your fingers in there to grab and twist.\\n\\nZojirushi Home Bakery Maestro Breadmaker: Zojirushi might be most famous for its rice cookers, but all three of its bread machines we tested made fantastic loaves. The Maestro is just more limited in functionality and smaller in capacity.\\n\\nAmazon Basics 2-Pound Non-Stick Bread Making Machine: Amazon did get the \\\"nonstick\\\" part right, as it was easy to remove the loaves from the pan with this machine. It emitted burning plastic-smelling smoke as it baked, however, and the white bread came out with a completely sunken, concave top. It's certainly cheap, so you get what you pay for.\\n\\nWhat to Look for in a Bread Machine\\n\\nCapacity\\n\\nMost bread machines can bake bread in several different sizes, and it's important to know that usually means vertically. We tested machines that could handle from 1-pound up to 3-pound loaves, which can satisfy most people's needs. While there's a little leeway to bake slightly smaller or larger loaves in each machine, the quality would likely suffer if the recipes stray too far from the stated capacity.\\n\\nKneading Paddles\\n\\nSmaller machines typically have a single paddle for mixing and kneading, while larger machines typically have two paddles to manage the larger amount of dough and the wider bread pan. Paddles can be connected to the pan and rip their way out of the bread as it's removed, or they stay in the loaf and have to be removed by hand. Either way, there will be a hole in the final loaf. Some machines have paddles that fold down automatically to take up less space in the loaf. While it's possible to remove the dough and paddles before the final rise, that's not always convenient.\\n\\nSettings and Programs\\n\\nAll of the machines we tested had a variety of programs, including options for pizza, cake, and even yogurt. Importantly, your bread machine should have options for different types of bread, as well as knead-only, bake-only, and fast-bake settings. Of course, there should be options for loaf sizes, if the machine can bake more than one size, and we like to be able to select a light, medium, or dark crust.\\n\\nAnother setting we like is the delay-start, which means you can set up the machine in the evening to have a fresh-baked loaf for breakfast, or have a loaf that's ready when you get home from work.\\n\\nFAQs\\n\\nDo you need to grease the bread maker pan?\\n\\nIt's not necessary, and it would actually be difficult to do unless the bread is removed from the pan before the final rise and bake. The bread pans in today's bread machines all have a nonstick coating. If the bread does stick, the paddles are likely holding the bread in the pan. A few vigorous shakes usually allow the bread to break free.\\n\\nWhat is bread machine yeast?\\n\\nBread machine yeast is similar to rapid-rise and instant yeast, in that the particles are smaller than active dry yeast. There are some subtle differences between rapid-rise, instant, and bread machine yeast, but in practice, we've used them interchangeably. The smaller granules means that those types of yeast can be added directly to the flour—you don't need to let it dissolve in liquid before baking, as you would with active dry yeast. Some brands of active dry yeast have fine particles similar to instant yeast, so they can be mixed directly into the flour without needing to dissolve them in water first.\\n\\nCan a bread machine make gluten-free bread?\\n\\nYes, most of today's bread machines have a gluten-free bread setting and may also have gluten-free recipes in their manuals. If not, it may take some trial and error to find the perfect recipe and settings, but it should be possible to make a good loaf of gluten-free bread in a machine. One thing to keep in mind is that gluten-free bread dough is really more like a gloopy batter rather than a firm dough, so it's wise to check the pan after mixing to make sure everything is well incorporated.\\n\\nHow do you clean a bread machine?\\n\\nThe bread pan is removable, and the paddles should be removed from the pan. The pan and paddles are not usually dishwasher-safe, so they should be washed by hand. Since the pan and paddles have a nonstick coating, that should be easy to do. The rest of the machine can be wiped down with a damp cloth.\\n\\nCan you make sourdough in a bread machine?\\n\\nBecause of the long rise that sourdough requires, it's not usually a good candidate for baking in a bread machine. It's possible to tweak the process, however, by using the machine for mixing and kneading, then allowing the loaf to rise in its own time before finally baking in the bread machine. There are also faux sourdough recipes that use sourdough starter for the flavor, but use standard yeast so the bread rises in the usual time.\\n\\nWhy Trust The Spruce Eats\\n\\nDonna Currie, a writer for The Spruce Eats, is a bread-making expert. Not only did she review a couple of our top picks, but she also wrote \\\"Make Ahead Bread,\\\" which breaks down the bread-baking process for readers. Donna occasionally likes to ditch the recipe book and experiment and loves that the Zojirushi bread maker was up to the task.\", \"url\": \"https://www.thespruceeats.com/best-bread-machines-to-buy-4092351\", \"with\": [\"Sourdough, gluten-free, and banana are no match for these bread makers' baking power\", \"Zojirushi Home Bakery Virtuoso Plus Bread Maker\", \"The largest size loaf a machine could make\", \"Because of the long rise that sourdough requires, it's not usually a good candidate for baking in a bread machine\", \"We tested 36 bread machines by making standard white bread, whole wheat, gluten-free, and banana bread\"], \"without\": [\"Breakfast & Brunch\", \"Appetizers & Snacks\", \"search recipes & more\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4168", "input": "https://www.lttlabs.com/products/keyboards/keychron-k2-wireless-mechanical-keyboard-version-2", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4168\", \"ground_truth_path\": \"source/test/ground-truth/4168.json\", \"ground_truth_sha256\": \"2597d9b2b9de0dfe00b46225cb24c204ea5889f1b862170e5e08f0348f88c405\", \"html_path\": \"source/test/html/4168.html.gz\", \"html_sha256\": \"8d170caaf092c9d0dc154f65bc884fe14abf48399ac79e3b88e38cb152db668f\", \"page_type\": \"product\", \"reference\": \"Keychron K2 Wireless Mechanical Keyboard (Version 2)\\n\\nWHAT YOU NEED TO KNOW\\n\\nTHE GOOD\\nPrice\\nOptions\\n\\nTHE BAD\\nLatency\\n\\nTHE REST\\nOverall\\n\\nHardware\\n\\nIncluded Items\\n\\nKeyboard\\nUSB Type-A to USB Type-C Cable\\nUser Documentation\\nKeycap Puller\\nExtra Keycaps\\n\\nDimensions\\n\\nHeight\\n3.2 cm\\n\\nWidth Max\\n31.0 cm\\n\\nDepth W/ Palm Rest\\n12.0 cm\\n\\nDepth\\n12.0 cm\\n\\nWeight\\n653 g\\n\\nConstruction\\n\\nThe right side of the keyboard containing the navigation keys.\\n\\nChassis Material\\nPlastic\\n\\nSwitch Plate Material\\nAluminum\\n\\nSwitch Plate Color\\nBlack\\n\\nStabilizers\\nPlate-Mounted\\n\\nKeycaps\\n\\nThe left side of the keyboard.\\n\\nKeycap Material\\nABS\\n\\nLettering\\nDouble-Shot\\n\\nShine Through Keycaps\\nYes\\n\\nConnectivity\\n\\nThe keyboard can be connected by a USB Type-C to Type-A detachable braided cable.\\n\\nWireless\\nYes\\n\\nWired\\nYes\\n\\nBluetooth\\n5.1\\n\\nMulti-Device Pairing\\nYes\\n\\nReceiver\\nNo\\n\\nReceiver Storing\\nNo\\n\\nBattery Type\\nRechargeable\\n\\nComputer Side Connector\\nUSB Type-A\\n\\nKeyboard Side Connector\\nUSB Type-C\\n\\nCable Length\\n110 cm\\n\\nDetachable Cable\\nYes\\n\\nUSB Passthrough\\nNo\\n\\nFeatures & Software\\n\\nSoftware\\nN/A\\n\\nMandatory Registration\\nNo\\n\\nNumber Of Profiles\\nN/A\\n\\nOnboard Memory\\nNo\\n\\nCloud Sync\\nNo\\n\\nMacro Programming\\nNo\\n\\nQMK Firmware Compatible\\nYes\\n\\nVIA Key Configurator Compatible\\nYes\\n\\nWindows Compatible\\nYes\\n\\nmacOS Compatible\\nYes\\n\\nBacklighting\\n\\nRGB Software\\nN/A\\n\\nBacklighting\\nYes\\n\\nBacklighting Color\\nRGB\\n\\nPer Key Illumination\\nYes\\n\\nPerformance\\n\\nSwitch Type\\nMechanical\\n\\nHot Swappable\\nNo\\n\\nStem Type\\nCherry MX\\n\\nPin Configuration\\n1 pin\\n\\nLED Orientation\\nSouth-Facing\\n\\nTactility\\nTactile\\n\\nOperating Force\\n38.53 gf\\n\\nBottoming Force\\n53.48 gf\\n\\nKey Start Force\\n32.78 gf\\n\\nPre-Travel\\n2.65 mm\\n\\nTotal Travel\\n4.14 mm\\n\\nSwitch Name\\nGateron G Pro Brown\\n\\nProductivity & Efficiency\\n\\nErgonomics\\n\\nBoard Size\\n75%\\n\\nBoard Type\\nStraight\\n\\nPalm Rest Included\\nNo\\n\\nLow Profile\\nNo\\n\\nIncline Angles\\n5 ° / 11 ° / 12 °\\n\\nNumpad\\nNo\\n\\nDedicated Function Row\\nYes\\n\\nDedicated Arrow Keys\\nYes\\n\\nKey Spacing\\n19 mm\\n\\nGhosting & Rollover\\n\\nKRO\\nN-KRO\\n\\nGhosting\\nNone Encountered\\n\\nTest Configuration\\n\\nPolling Rate (Wired)\\n1000 Hz\\n\\nPolling Rate (Wireless)\\nN/A\\n\\nDebounce Time\\nN/A\", \"url\": \"https://www.lttlabs.com/products/keyboards/keychron-k2-wireless-mechanical-keyboard-version-2\", \"with\": [\"The keyboard can be connected by a USB Type-C to Type-A detachable braided cable\", \"The right side of the keyboard containing the navigation keys\", \"Gateron G Pro Brown\", \"QMK Firmware Compatible\", \"Incline Angles\"], \"without\": [\"All Products\", \"Unable to fetch price\", \"This website uses affiliate links\", \"Regional availability and other factors\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4169", "input": "https://kineticlabs.com/keyboards/keychron/keychron-k2-he-keyboard", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4169\", \"ground_truth_path\": \"source/test/ground-truth/4169.json\", \"ground_truth_sha256\": \"3da758db0c7eb8c12d28bb9d70ef95c4c7a10305582481510f65494c2429540b\", \"html_path\": \"source/test/html/4169.html.gz\", \"html_sha256\": \"602610da7369b21575d0837533b0828a9ab0f2cc985516ec4291b2883a453e70\", \"page_type\": \"product\", \"reference\": \"Keychron K2 HE 75% Wireless Mechanical Keyboard\\n\\nKeychron\\n\\nPre-Built\\n\\nHall Effect\\n\\n75% layout with wireless connectivity\\nMagnetic switches optimal for gaming\\n\\n$139.99\\n\\nColor: Black\\n\\nOut of stock\\n\\n14-Day Returns\\n\\nQuality Guarantee\\n\\nAll orders are inspected by hand in our New Jersey warehouse before they ship out. If any of your items are defective or bad quality, we'll replace them right away!\\n\\nShipping & Returns\\n\\nMost orders ship within 24-48 hours of ordering.\\n\\nYou may return unused items within 14 days of receiving the item for a full refund minus the cost of shipping and a 5% re-stocking fee. Please see the Returns & Refunds page for more info.\", \"url\": \"https://kineticlabs.com/keyboards/keychron/keychron-k2-he-keyboard\", \"with\": [\"All orders are inspected by hand in our New Jersey warehouse before they ship out.\", \"Most orders ship within 24-48 hours of ordering.\", \"You may return unused items within 14 days of receiving the item for a full refund\", \"75% layout with wireless connectivity\", \"Magnetic switches optimal for gaming\"], \"without\": [\"Free shipping for orders over $150\", \"Join Kinetic Labs!\", \"Sign up to our weekly newsletter\", \"support@kineticlabs.com\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4171", "input": "https://scottdavenportphoto.com/blog/5-tips-for-landscape-composition", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4171\", \"ground_truth_path\": \"source/test/ground-truth/4171.json\", \"ground_truth_sha256\": \"bea8dae79fe1d2201bef401ba03cd32c146f6668e47202797dfb98c53c7c51fc\", \"html_path\": \"source/test/html/4171.html.gz\", \"html_sha256\": \"42a6bc6b5b65c9716b985774225e0c10d289dd9749c8877252afac17ca90f67f\", \"page_type\": \"article\", \"reference\": \"5 Tips For Landscape Composition\\n\\nA recurring theme in my workshops is the question of photo composition. Is a scene well composed? What could make the composition stronger? I'm always happy when I'm asked about composition. Our camera can do a lot for us. It can meter a scene and capture a good exposure. It provides image stabilization and compensate for camera shake or other movement. It captures rich RAW files that we later pull rich colors and fine details from in post processing.\\n\\nSomething our cameras don't do is create a well composed photo for us. Yes, there are some smart phone apps that assist with composition, although they are pretty basic. And, I prefer to understand composition principles and apply those that makes sense for the scene I'm shooting - or consciously break the \\\"rules\\\" when I think it's warranted. So... here's 5 of my favorite composition tips for landscape photos.\\n\\n1. Leading Lines\\n\\nGood compositions have lines leading our viewers through the scene. For landscapes, look for natural leading lines - the ridge of a mountain, a footpath, triangular rocks and so on. If the lines converge on a subject or a vanishing point, even better.\\n\\nOne other thought about lines - they can be implied. For example, picture a silhouette of a person looking across a field toward a distant mountain. The line of sight of the person is an implied line and our minds will that in. We will naturally look into the scene from the perspective of the silhouette.\\n\\n2. Have A Foreground Subject\\n\\nThe lack of a foreground subject is a common mistake when we first start out in landscape photography. I know I made this mistake countless times. Make sure to include a foreground anchor - a place or thing your viewer can relate to. It might be an object, like a seashell or flower. It might be the edge of a platform or ledge one would stand on while taking in the landscape you are showing.\\n\\nThis is an opportunity to use your wide angle lens to exaggerate a foreground subject. Get up close to a nearby flower, rock or tree. Frame it boldly.\\n\\n3. Use Thirds\\n\\nIt's no doubt you have heard of the rule of thirds. It's a great guideline for a reason - it works. Generally, placing the horizon on a third creates a more compelling photo. For landscapes, decide whether the sky or the foreground is the more interesting part of the photo and accentuate that.\\n\\nAlso, go beyond horizon placement. Have something interesting in each third of your frame. Have a foreground, midground and background. Think vertically, too. Is there visual interest in each third of your photo from left to right? If not, you may need to recompose to reduce dead space in your scene.\\n\\n4. Mind The Corners\\n\\nUse the corners of your framing wisely. Watch for distracting elements in the corners that pull your viewer away from your subject. Remember those leading lines? I often compose with my lines entering from the corners of the frame, drawing my viewer into the scene.\\n\\n5. Accentuate The Sky Or The Foreground\\n\\nFor most landscapes, either the foreground or the sky is the interesting part. Frame your photo to accentuate what's interesting. This is related to using thirds in your scene.\\n\\nAnd if you happen to have a scene where both the sky and the foreground are killer - hey... that's a great problem to have. Solution? Take a whole bunch of photos with different compositions!\\n\\nOf course, these are guidelines and not hard rules. There are times where compositional \\\"rules\\\" are broken and the photo is stronger for it. If you are just learning composition, start with these hints. As these techniques become second nature, you'll start noticing scenes to break these rules. And don't be shy about doing that.\\n\\nFor more landscape photography help, check out this post on Pixpa for 25 more tips.\", \"url\": \"https://scottdavenportphoto.com/blog/5-tips-for-landscape-composition\", \"with\": [\"Something our cameras don't do is create a well composed photo for us.\", \"The lack of a foreground subject is a common mistake when we first start out in landscape photography.\", \"Use the corners of your framing wisely. Watch for distracting elements in the corners that pull your viewer away from your subject.\", \"Of course, these are guidelines and not hard rules. There are times where compositional \\\"rules\\\" are broken and the photo is stronger for it.\", \"Have a foreground, midground and background. Think vertically, too.\"], \"without\": [\"ON1 Effects\", \"ON1 Photo RAW\", \"More \\\"5 Tips\\\" Posts\", \"Subscribe\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4174", "input": "https://www.uchicagomedicine.org/forefront/pediatrics-articles/sleep-training-in-infants-and-toddlers", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4174\", \"ground_truth_path\": \"source/test/ground-truth/4174.json\", \"ground_truth_sha256\": \"e2b110209f11b3f8896b115c473468bea53eda6b59d66f988c7340f678eb62e5\", \"html_path\": \"source/test/html/4174.html.gz\", \"html_sha256\": \"e82bdf2767acd72ed5898106d65c8b8a31facf62f607045e981038d319c3138c\", \"page_type\": \"article\", \"reference\": \"Sleep training is a commonly misunderstood topic among new parents.\\n\\nBut with proper preparation and consistency, it can be a valuable asset in improving overnight sleep for both you and your child.\\n\\nBelow are answers to frequent questions I get from parents.\\n\\nWhat is sleep training?\\n\\nSleep training involves giving your infant, toddler or child the tools they need to fall asleep at the beginning of the night and back to sleep in the middle of the night without parental intervention.\\n\\nA common misperception is that sleep training is teaching your child to sleep straight through the night. That's untrue. Even we adults wake up multiple times at night. This is part of the process as we cycle from one sleep phase to the next.\\n\\nSleep training your child is more about helping them develop the independent skills they need to fall back asleep.\\n\\nWhat is the best age and weight to start sleep training your baby?\\n\\nThe best age and weight to begin sleep training varies, since every baby develops differently.\\n\\nYour child's pediatrician can help you decide when the time is right. In general, 4 months and 14 pounds is a good time to start.\\n\\nBabies do not actually develop their own melatonin or regulation of their sleep cycles until around 3+ months. Up to then, their ability to fully distinguish between day and night and connect sleep cycles to night is limited.\\n\\nGenerally, 14 pounds is a good weight because the baby may not need overnight feedings at this time.\\n\\nWhat is the best sleep training method?\\n\\nThe best sleep training method is the one you and your partner can maintain until the pattern becomes habit.\\n\\nFor example, many families try the cry-it-out method, where they let the baby cry without intervention or overnight feeds. You often see results quickly with this technique but some parents wind up intervening every now and then.\\n\\nInconsistency can stop any progress being made. Your baby is looking to learn and needs to understand what to expect.\\n\\nSo the right method is the one where you and your partner, if a partner is involved, can find a routine and be consistent.\\n\\nHow long does sleep training usually take?\\n\\nThis can depend on the baby and the chosen method, since each baby is a little different.\\n\\nIn general, the cry-it-out method tends to work in as little as three to four days.\\n\\nThe Ferber method, also known as \\\"graduated extinction,\\\" usually takes somewhere between seven to 10 days. In this case, the parent comes to check on the baby at longer intervals over time.\\n\\nMore lenient methods can take up to four weeks. These include the chair method, where a parent sits in a chair by the crib/bed at night until the child falls asleep. The parent gradually moves the chair further away nightly so the baby learns to fall asleep with less interaction.\\n\\nWill sleep training harm my child?\\n\\nWhen done with the right preparation and in the right environment, sleep training is safe and effective. In fact, the benefits to children and parents are major.\\n\\nFor instance, The American Academy of Pediatrics conducted a study where infants were divided into two groups. One group went through sleep training, the other did not.\\n\\nThe study measured:\\n\\n- Cortisol levels - a key marker of stress - in the baby\\n- Parental satisfaction and stress levels\\n- Attachment styles once the baby reached 1 year of age\\n\\nResults found that babies in the sleep training group had decreased cortisol levels by the end of the training. And there was no difference found in attachment style or behavioral problems between the sleep trained group and the non-trained group.\\n\\nSleep training can help babies learn how to self-soothe and cope with stress experienced whether parents intervene or not.\\n\\nCan I sleep train my toddler?\\n\\nSleep training a toddler may look different from sleep training an infant, but it's possible and beneficial.\\n\\nIt can be more difficult for a toddler because they have a voice and they can get up and leave the bed. The cry-it-out method may not work.\\n\\nHowever, toddlers understand rewards and motivation. Get their buy-in and use positive reinforcement, like saying, \\\"If you stay in your bed without getting up at night, you get a sticker.\\\"\\n\\nThat kind of praise for accomplishing a task is really motivating to them.\\n\\nWhen should you contact your child's pediatrician about sleep training?\\n\\nIf you're interested in sleep training, bring it up to your child's pediatrician first.\\n\\nThey can ensure the baby is ready, healthy, and does not need those overnight feeds.\\n\\nThey can also answer any questions or concerns before or during the training process. Your pediatrician can help make sure your baby is thriving and growing.\", \"url\": \"https://www.uchicagomedicine.org/forefront/pediatrics-articles/sleep-training-in-infants-and-toddlers\", \"with\": [\"But with proper preparation and consistency, it can be a valuable asset in improving overnight sleep for both you and your child.\", \"The best sleep training method is the one you and your partner can maintain until the pattern becomes habit.\", \"Attachment styles once the baby reached 1 year of age\", \"The Ferber method, also known as \\\"graduated extinction,\\\" usually takes somewhere between seven to 10 days.\", \"They can also answer any questions or concerns before or during the training process.\"], \"without\": [\"Patients & Visitors\", \"Research & Clinical Trials\", \"Find Dedicated Pediatricians in the Chicago Area and Southwest Suburbs\", \"Sign up for our newsletter\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4179", "input": "https://mommywise.com/blog/top-10-toddler-sleep-training-tips/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4179\", \"ground_truth_path\": \"source/test/ground-truth/4179.json\", \"ground_truth_sha256\": \"8b99eaf111e1df22e3f6f9c80fde0fc701bf4b14cd99899050b7ab3e9166192a\", \"html_path\": \"source/test/html/4179.html.gz\", \"html_sha256\": \"745d9096165d084cc6402117a7f033d7e65a001db8f2958e98741c155b151fca\", \"page_type\": \"article\", \"reference\": \"Sleep training a toddler isn't as straightforward as sleep training a baby. They're not contained in a crib after all and have the newfound freedom to walk out of their room and into yours!\\n\\nIf you're ready to move your toddler to a Big Kid Bed, here are our top 10 tips for a successful transition.\\n\\n10 Tips to Help Sleep Train Your Toddler\\n\\nUpgrade to a full-sized bed\\n\\nI know, you were really smart and bought a convertible crib that transforms into a toddler bed. But in order to help your little one stay in bed, we recommend changing things up to an exciting new (bigger) bed that gives them more space and helps them feel like a genuine Big Kid. A full-sized is a little bit more room than a twin and gives them space to grow.\\n\\nHelp your toddler feel safe\\n\\nMoving from a crib to a big open bed with no walls can be daunting for a toddler. They no longer have the security of the four walls and may fear that they're going to fall out of their bed. You can use bed rails like these if you think it will help your kid feel more secure, but I love these foam bumpers, too. They serve the same purpose but are nicer on the eyes.\\n\\nFind what motivates them\\n\\nSuccessfully sleep training a toddler requires some child psychology. We at Mommywise don't just put up gates or lock the door to keep your toddler in their room. That could badly backfire and is not what we recommend. You'll have to find what motivates your child to try something new and leverage that to get their \\\"buy-in\\\" to sleep by themselves and stay in bed until it's legitimately morning. Maybe it's a pair of Thomas the Train underwear or a treat for breakfast? And, maybe they're really excited about being a big kid and want to be like their older sibling or cousin? You can use that as leverage when you're talking about sleep and how big kids like ______ sleep by themselves in big kid beds.\\n\\nUse some props\\n\\nOk to Wake toddler clocks like this or the Hatch with changing colors can show your toddler the difference between night and day (so they know when morning is). If the green light goes off at 7, then that's your morning. Light still blue? Still nighttime. Show your toddler before bedtime that they have a new thing that shows when morning is. Repeat every day and your toddler will know when it's time to wake up. Another tool I love is based in positive child psychology – behavior modification charts. This toddler sleep chart that focuses just on sleep will do the trick. Or you can use a more generic chart like this Star Jar and make up your own goals. But you don't need anything fancy – old-fashioned marbles in a jar or a homemade sticker chart will do! And don't forget anything special they might want to sleep with! A favorite bunny or blanket is your best friend now.\\n\\nGive them some agency\\n\\nI believe that most toddler power struggles come from kids being frustrated that they're kids and having no choice but to do what adults say. If you give them too many choices, that can lead to more resistance and stalling. But one or two choices are a happy medium. Your kid just wants some control so let them have it with a couple of things. Potty before teeth? Sure. This book or that one? No problem. Nightlight or not? I think you get the point. Giving them a little bit of agency can help you bring a positive vibe to bedtime battles.\\n\\nSet a loving boundary\\n\\nRegardless of how verbal your toddler is, I promise they understand almost everything you say – in kid-appropriate language, of course. Getting your child to sleep through the night in a big kid bed requires positivity, an explanation about what normal sleep is, and a loving boundary about staying in bed. Right before the first bedtime in their big kid bed, you can open a dialogue about sleep, where mommy/daddy sleep, how we wake up in the middle of the night too, and what to do when you wake up (roll over, hug your pillow or bunny, and go back to sleep in your own bed). Or say whatever you want to say about sleep, ask questions to keep your kid engaged, and say in your own loving positive words that this is their sleep space (and stay in it all night).\\n\\nReduce anxiety\\n\\nWhen you're changing up your kid's sleeping environment, don't start talking about it a week in advance unless you're talking about bedding for their new bed. Focus on the new bed, maybe have them help choose the pillows and sheets (maybe they want Thomas the Train or Disney-something?), and what/who they like to sleep with, like a special animal or blanket. But wait to have the You Can Sleep By Yourself talk until right before the first bedtime you're starting with in their new bed. No need to add to their anxiety about sleeping by themselves days in advance. Instead, have your loving positive talk about what's going to happen THE DAY OF the new changes. Then you'll do your stickers, turn on your special light, remind them of what favorite animals or plushies they're going to sleep with, give them the choices like the night light on or off, etc.\\n\\nExude positive energy\\n\\nYou may have had bedtime battles in the past, but it's crucial to change your energy from battle to positivity in order to get your child vested in this change. Instead of making threats about what's going to happen if your child gets out of bed (i.e. no tablet tomorrow morning), tell your child that you believe in them and know they CAN fall asleep by themselves and stay in bed until morning. Refer to their strengths to remind them of how they did something else really well. If you're using a sticker or star chart (or any positive behavior modification tool), give them stickers or stars for all the things they did well before bedtime (i.e. teeth brushing, potty, putting on PJs, etc.). Tell them you're excited to give them more stickers or stars in the morning!\\n\\nStay the positive course\\n\\nLet's say your child did really well on trying to fall asleep independently but ended up in tears. Or your child did really well at bedtime but still wandered into your room in the middle of the night. It's natural to feel frustrated in the morning, but don't let your kid feel it. Instead of saying, \\\"Oh well, no stars for you….\\\" with a disappointed tone, put a positive spin on it. Instead, try something like this, \\\"You did really well with XYZ and I'm so proud of you for trying to XYZ! Let's give you one sticker for trying and tonight we'll try again! Maybe you'll get 3 stickers tomorrow morning!\\\".\\n\\nConsider bigger rewards\\n\\nIf your child is 3 years or older, they have a bit more patience and understanding of cause and effect than a just 2-year-old. Or if sticker charts aren't effective for your child, you can consider different or bigger rewards. Maybe the thing that motivates them is an experience like Shake Shack with Daddy on Saturday. Or, a treat for breakfast. Or, with one kid we worked with, M&Ms was his jam and he would do ANYTHING for M&Ms. Consider what that thing is for your kid and you can use that as an end-of-the-week reward if they understand time in that context.\\n\\nI hope this helps you end your toddler bedtime battles and gets you all sleeping in your own beds happily ever after!\", \"url\": \"https://mommywise.com/blog/top-10-toddler-sleep-training-tips/\", \"with\": [\"If you're ready to move your toddler to a Big Kid Bed, here are our top 10 tips for a successful transition.\", \"Successfully sleep training a toddler requires some child psychology. We at Mommywise don't just put up gates or lock the door to keep your toddler in their room.\", \"When you're changing up your kid's sleeping environment, don't start talking about it a week in advance unless you're talking about bedding for their new bed.\", \"If your child is 3 years or older, they have a bit more patience and understanding of cause and effect than a just 2-year-old.\", \"I hope this helps you end your toddler bedtime battles and gets you all sleeping in your own beds happily ever after!\"], \"without\": [\"Baby Sleep Training Services\", \"Corporate Benefits\", \"Download our Free e-Book\", \"Ready to sleep again?\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4186", "input": "https://www.fbfs.com/learning-center/easy-car-maintenance-checklist", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4186\", \"ground_truth_path\": \"source/test/ground-truth/4186.json\", \"ground_truth_sha256\": \"c707b10a94456a96f3e6bf56ca83d01a9b4ea960b4dfa10d49e5eac456112442\", \"html_path\": \"source/test/html/4186.html.gz\", \"html_sha256\": \"cb31896465b5b9cdf65bbdeca49040f7e0547c8f9ba399c1e7e8dce0692a14d5\", \"page_type\": \"article\", \"reference\": \"Car maintenance is a crucial part of vehicle ownership. When your vehicle is well-maintained, you get better gas mileage, a smoother ride and fewer roadside breakdowns. Regular maintenance also extends the lifespan of your car by preventing major malfunctions. In some cases, failing to follow preventative auto maintenance guidelines could void the vehicle's warranty. When it's time to sell or trade in the vehicle, having detailed service records can also help boost its value.\\n\\nYour Easy-to-Follow Auto Maintenance Checklist\\n\\nTaking care of your car by performing preventative maintenance helps ensure you have safe and reliable transportation, but with the hustle and bustle of everyday life, it can be easy to forget about routine car maintenance tasks. In addition to the manufacturer's maintenance recommendations found in your vehicle's owner's manual, this basic car maintenance checklist can help you stay on top of the small problems so they don't turn into big problems.\\n\\nASAP\\n\\n- Anytime your check engine light comes on, it's time for a visit to the repair shop. A mechanic can run diagnostic tests to determine the cause. Don't reset the check engine light on your own without knowing why it came on in the first place.\\n- If a headlight or taillight is out, replace the light and check for blown fuses right away. Driving with burned-out lights is unsafe and illegal.\\n- A car's tire pressure monitoring system (TPMS) will alert you when the air pressure in a tire drops below a certain amount. Low air pressure can bring unsafe driving conditions, so inflate your tires to proper levels as soon as possible.\\n\\nMonthly\\n\\n- After your vehicle's monthly scrub down, top off your windshield washer fluid so you don't get caught on the road with no way to remove grime.\\n- Double-check your headlights, taillights and brake lights to make sure they're in working order.\\n- Make sure your check engine light isn't on. If it is, schedule a trip to the mechanic.\\n- Check your tire inflation, tread and condition. If you've reached the 50,000-mile mark on your tires, consider getting a new set.\\n\\nQuarterly\\n\\nDesignate the months of January, April, July and October for performing your added quarterly maintenance. Don't forget about your usual monthly cleaning and inspection during these months.\\n\\n- Top off your car's fluids, like the automatic transmission fluid and the power steering fluid.\\n- Inspect your car battery and the cables for signs of wear or corrosion.\\n- Check your owner's manual to determine your vehicle's recommended oil change schedule. But, regardless of the mileage or timeframe, check the oil quarterly.\\n- Inspect the belts, hoses, fuel filter and exhaust. If these things are out of your wheelhouse, ask your service center to check them for you when you head in for an oil change.\\n\\nTwice a Year\\n\\nWhen summer and winter roll around, you'll have a few extra things to check in addition to your typical monthly and quarterly lists.\\n\\n- Give your car a wax and seal to protect the finish and inspect your wiper blades for wear.\\n- Check your owner's manual for your vehicle's recommendation for changing the engine's air filter. Even if it's not time to change the filter per the manual, inspect it for grime and deterioration, which could lead to engine degradation.\\n- Check the chassis to see if it needs lubrication.\\n\\nEvery Year or 12,000 Miles\\n\\nAt the start of the new year, and in addition to the other items on your car maintenance checklist, include these add-ons.\\n\\n- Check your brake system to make sure it is in good condition. For safety purposes, it's best to get your brake pads, steering and suspension looked at by a professional.\\n- Replace your cabin air filter to make sure you're breathing clean air while driving and to keep your air conditioner running smoothly.\\n- Top off your coolant/antifreeze.\\n- Check transmission fluid levels.\\n\\nNow you're set for another year!\\n\\nStay Protected\\n\\nVehicle maintenance is only one part of being a responsible car owner and safe driver. Contact your local Farm Bureau agent to make sure you have the auto insurance coverage you need to keep your car protected.\", \"url\": \"https://www.fbfs.com/learning-center/easy-car-maintenance-checklist\", \"with\": [\"Your Easy-to-Follow Auto Maintenance Checklist\", \"Double-check your headlights, taillights and brake lights to make sure they're in working order.\", \"When summer and winter roll around, you'll have a few extra things to check in addition to your typical monthly and quarterly lists.\", \"Replace your cabin air filter to make sure you're breathing clean air while driving and to keep your air conditioner running smoothly.\", \"Inspect your car battery and the cables for signs of wear or corrosion.\"], \"without\": [\"Request a Quote\", \"Do You Have The Coverage You Need\", \"Sign Up for Our Newsletter\", \"You May Also Like\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4190", "input": "https://www.famousfootwear.com/browse/featured/crocs-classic-clogs", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4190\", \"ground_truth_path\": \"source/test/ground-truth/4190.json\", \"ground_truth_sha256\": \"b220db66078ff9d99a545aee0a41f62fb1a00b634b2011863778779dc99fbdfa\", \"html_path\": \"source/test/html/4190.html.gz\", \"html_sha256\": \"e351fcd82285f9405ea8f84ce2ec9fda43a37f44074e9a82d888688e1dd8caa4\", \"page_type\": \"collection\", \"reference\": \"Shop Crocs Classic Clogs\\n\\nShop All Crocs\\n\\nExperience iconic comfort with Crocs Classic Clogs at Famous Footwear! These timeless favorites redefine casual footwear. You can find Crocs Clogs and just about every color, ensuring your footwear not only feels fantastic but effortlessly complements any outfit. As your go-to Crocs store, Famous Footwear is proud to offer the latest styles and colors of Crocs Classic Clogs to enhance your everyday style.\\n\\nIt's no secret why Crocs shoes have an enduring appeal, they offer ultimate comfort and ease of wear for every member of the family. Whether you're embracing the timeless style of black Crocs or opting for a fresh, clean look with white Crocs, our selection has the perfect pair to complement your own individual style. Famous Footwear is the ultimate destination for Crocs Clogs for the family. Find your new favorite pair of Crocs and experience the unmatched comfort that has made Crocs a closet staple.\\n\\nShop Crocs by Category:\\n\\n- Sale Crocs\\n- Women's Crocs\\n- Men's Crocs\\n- Boys' Crocs\\n- Girls' Crocs\\n- Fuzzy Crocs\", \"url\": \"https://www.famousfootwear.com/browse/featured/crocs-classic-clogs\", \"with\": [\"Experience iconic comfort with Crocs Classic Clogs at Famous Footwear! These timeless favorites redefine casual footwear.\", \"It's no secret why Crocs shoes have an enduring appeal, they offer ultimate comfort and ease of wear for every member of the family.\", \"Famous Footwear is the ultimate destination for Crocs Clogs for the family.\", \"Find your new favorite pair of Crocs and experience the unmatched comfort that has made Crocs a closet staple.\"], \"without\": [\"FAMOUSLY YOU REWARDS\", \"Sign up for special offers\", \"Rewards Challenge\", \"Save up to an extra $20\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4195", "input": "https://simplybirkenstock.com/birkenstock-arizona-sandal-birkibuc-stone-unisex/?srsltid=AfmBOorFk96lXCRc_Rmw3TArYdhCLxI_nKCfFMNX5hdF5mYz_reDAs5r", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4195\", \"ground_truth_path\": \"source/test/ground-truth/4195.json\", \"ground_truth_sha256\": \"197edf65e99640804b566adf877eb26bade16c969df15629a71fc1f6d327e2e6\", \"html_path\": \"source/test/html/4195.html.gz\", \"html_sha256\": \"0809818ef847a45c630ad8912f6e52816b8c9ed3122fa2c9427d5c1d1a499631\", \"page_type\": \"product\", \"reference\": \"Birkenstock Arizona Sandal – Birkibuc Stone – Unisex\\n\\nProduct Description:\\n\\nThe Birkenstock Arizona Birkibuc Stone Sandal is a timeless essential, combining iconic design with legendary comfort. First introduced in 1973, this enduring two-strap style continues to set the standard for casual footwear. Crafted with a durable Birko-Flor® Nubuck upper—engineered to mimic the look and feel of natural nubuck leather—this sandal offers a refined finish with minimal upkeep. The original contoured cork-latex footbed molds to your feet over time, providing unmatched support and comfort.\\n\\nWhether you're strolling city streets or relaxing on weekends, the Birkenstock Arizona brings reliable comfort and clean, minimalist style to every step.\\n\\nProduct Details:\\n\\n- Upper: Durable Birko-Flor® Nubuck synthetic leather with a soft, brushed finish\\n- Footbed: Contoured cork-latex footbed for all-day arch support and custom comfort\\n- Insole: Soft suede lining for a breathable, natural feel\\n- Straps: Two fully adjustable straps with metal pin buckles for a secure, personalized fit\\n- Outsole: Lightweight EVA sole for shock absorption and flexibility\\n- Color: Stone\\n- Fit: Available in both regular and narrow widths\\n- Care: Wipe clean with a damp cloth; avoid excessive moisture\", \"url\": \"https://simplybirkenstock.com/birkenstock-arizona-sandal-birkibuc-stone-unisex/?srsltid=AfmBOorFk96lXCRc_Rmw3TArYdhCLxI_nKCfFMNX5hdF5mYz_reDAs5r\", \"with\": [\"The Birkenstock Arizona Birkibuc Stone Sandal is a timeless essential, combining iconic design with legendary comfort.\", \"Whether you're strolling city streets or relaxing on weekends, the Birkenstock Arizona brings reliable comfort and clean, minimalist style to every step.\", \"Footbed: Contoured cork-latex footbed for all-day arch support and custom comfort\", \"Outsole: Lightweight EVA sole for shock absorption and flexibility\", \"Care: Wipe clean with a damp cloth; avoid excessive moisture\"], \"without\": [\"Gift Certificates\", \"TRAVEL ESSENTIALS\", \"Related Products\", \"Connect With Us\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4200", "input": "https://www.outdoorsgeek.com/product/osprey-atmos-65-backpack-rental/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4200\", \"ground_truth_path\": \"source/test/ground-truth/4200.json\", \"ground_truth_sha256\": \"9903d30ec57576baa7d42d6115e45385468aeb6c056d43ded8b7bd52d3885e3c\", \"html_path\": \"source/test/html/4200.html.gz\", \"html_sha256\": \"476822bfa6c529290ffebd5e354a542713956670b0ec546326541bed761b2b21\", \"page_type\": \"product\", \"reference\": \"Description\\n\\nOsprey Atmos 65 Backpack Rental\\n\\nThe Osprey Atmos 65 Backpack Rental has the Anti-Gravity suspension system—a seamless back panel composed of lightweight mesh extending from the top of the back panel to the hipbelt that contours to the body to deliver outstanding fit and unrestricted movement. The Fit-on-the-Fly hipbelt and easily adjustable torso length optimizes comfort on the trail.\\n\\nYou can access your gear through the top of the pack or via a zippered front panel. The versatile floating top-lid is removable to shave weight but an integrated FlapJacket is always onboard to protect your gear from the elements. There are also two front panel pockets to keep essentials from going astray.\\n\\nFinal touches on this state-of-the-art pack include the Stow-on-the-Go trekking pole attachment system and ice axe loops for winter ascents.\\n\\nSPECS:\\n\\n- Load Range: 30 – 50 lbs.\\n- Main Fabric: 100D X 630D Nylon Dobby\\n- Accent Fabric: 210D High Tenacity Nylon\\n- Bottom Fabric: 420HD Nylon Packcloth\\n- SM Volume: 3783 IN3 / 62 L\\n- MD Volume: 3967 IN3 / 65 L\\n- LG Volume: 4150 IN3 / 68 L\\n- SM Dimensions: 32.28H X 15.35W X 16.14D IN.\\n- MD Dimensions: 34.25H X 15.35W X 16.14D IN.\\n- LG Dimensions: 36.22H X 15.35W X 16.14D IN.\\n- SM Weight: 4.48 LBS.\\n- MD Weight: 4.56 LBS.\\n- LG Weight: 4.64 LBS.\", \"url\": \"https://www.outdoorsgeek.com/product/osprey-atmos-65-backpack-rental/\", \"with\": [\"The Fit-on-the-Fly hipbelt and easily adjustable torso length optimizes comfort on the trail.\", \"You can access your gear through the top of the pack or via a zippered front panel.\", \"Final touches on this state-of-the-art pack include the Stow-on-the-Go trekking pole attachment system and ice axe loops for winter ascents.\", \"MD Dimensions: 34.25H X 15.35W X 16.14D IN.\", \"LG Dimensions: 36.22H X 15.35W X 16.14D IN.\"], \"without\": [\"All Rental Gear\", \"Snowshoe & Winter Rentals\", \"All Osprey Gear\", \"Osprey - Rental Products\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4206", "input": "https://www.activeendeavors.com/ms-nano-puff-jacket.html?srsltid=AfmBOopyvpKhTttP0ZiOsNwmqYYeQT1NQHO1Zo_97APeTYkQql8qtMm4", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4206\", \"ground_truth_path\": \"source/test/ground-truth/4206.json\", \"ground_truth_sha256\": \"a82060f18295872c774d514caa214f6d8ac7481548c075628095522706b45884\", \"html_path\": \"source/test/html/4206.html.gz\", \"html_sha256\": \"b03097f2526758caa2c55ff5d5441cf24840962d0dab14a42e39d997ee5c1546\", \"page_type\": \"product\", \"reference\": \"PATAGONIA\\n\\nMen's Nano Puff Jacket\\n\\n$229.00 Excl. tax\\n\\nIn stock (1)\\n\\nEngineered as a weather-resistant, lightweight, and packable synthetic insulation layer for climbers, the warm-even-when-wet Nano Puff series from Patagonia has become a favorite for daily, year-round use both around town or at the crag.\\n\\nProduct description\\n\\nSpecs:\\n\\n- Weight: 13 oz (369 g)\\n- 100% recycled polyester ripstop shell with DWR (durable water repellent) finish\\n- PrimaLoft® Gold Insulation Eco 100% postconsumer recycled polyester with P.U.R.E (Produced Using Reduced Emissions) technology for excellent warmth-to-weight ratio\\n- Improved shoulder and elbow fit for greater range of motion\\n- Two zippered handwarmer pockets and interior zippered chest pocket; packs down into interior chest pocket\\n- Made in a Fair Trade Certified™ factory\", \"url\": \"https://www.activeendeavors.com/ms-nano-puff-jacket.html?srsltid=AfmBOopyvpKhTttP0ZiOsNwmqYYeQT1NQHO1Zo_97APeTYkQql8qtMm4\", \"with\": [\"Engineered as a weather-resistant, lightweight, and packable synthetic insulation layer for climbers\", \"warm-even-when-wet Nano Puff series from Patagonia has become a favorite for daily, year-round use\", \"PrimaLoft® Gold Insulation Eco 100% postconsumer recycled polyester with P.U.R.E\", \"Two zippered handwarmer pockets and interior zippered chest pocket; packs down into interior chest pocket\", \"Made in a Fair Trade Certified™ factory\"], \"without\": [\"New Spring Arrivals\", \"Subscribe to our newsletter\", \"Locally owned small Iowa business.\", \"Call for in-store availability!\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4207", "input": "https://club.target.com/a/kristyna.r", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4207\", \"ground_truth_path\": \"source/test/ground-truth/4207.json\", \"ground_truth_sha256\": \"f123d3b22d96b2b7ca51b5b691c538b6d4ec237b3b86b0187f0e0f50e475b067\", \"html_path\": \"source/test/html/4207.html.gz\", \"html_sha256\": \"c3b836065725d93c1993124ea229230dda2055567382a40248a5686e1ccdf3e7\", \"page_type\": \"collection\", \"reference\": \"Check out my favorites!\\n\\nDr. Praeger's Frozen Gluten Free Pizza Stars - 9oz\\n\\nKidfresh Frozen Chicken Meatballs - 16.45oz\\n\\nKidfresh Frozen Fish Sticks - 8.45oz\\n\\nHappy Baby Nutty Blends Organic Bananas & Almond Butter Baby Food Pouch - 3oz\\n\\nKidfresh Frozen Chicken Nuggets - 16.35oz\\n\\nDr. Praeger's Frozen Gluten Free Broccoli Littles - 10oz\\n\\nOnce Upon a Farm Tractor Wheels Strawberry Pumpkin & Beet Baby Food - 3.35oz\\n\\nOnce Upon a Farm Tractor Wheels Apple Sweet Potato & Spinach Baby Snacks - 3.35oz\\n\\nHappy Baby Nutty Blends Organic Bananas & Peanut Butter Baby Food Pouch - 3oz\\n\\nOnce Upon a Farm Tractor Wheel Bar Baby Snacks - Apple, Sweet Potato & Spinach - 1.5oz/10ct\\n\\nOnce Upon a Farm Coconut Melts Variety Pack Baby Snack - 2.5oz/10ct\\n\\nWomen's Cozy Ribbed Notch Collar Long Sleeve Shirt and Pants Pajama Set - Auden™ Brown XS\\n\\nWomen's Ribbed Crewneck Cardigan - Wild Fable™ Light Yellow 1X\\n\\nWomen's Piped Sports Bra - JoyLab™ Red/Pink M\\n\\nWomen's High-Rise Piped 7/8 Leggings - JoyLab™ Brown XL\", \"url\": \"https://club.target.com/a/kristyna.r\", \"with\": [\"Kidfresh Frozen Chicken Meatballs - 16.45oz\", \"Dr. Praeger's Frozen Gluten Free Broccoli Littles - 10oz\", \"Once Upon a Farm Coconut Melts Variety Pack Baby Snack - 2.5oz/10ct\", \"Women's Piped Sports Bra - JoyLab™ Red/Pink M\", \"Women's High-Rise Piped 7/8 Leggings - JoyLab™ Brown XL\"], \"without\": [\"Earns Rewards\", \"Shop Here\", \"Shop this post\", \"Club Target\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4211", "input": "https://www.irobot.com/en_US/roomba-j7plus-self-emptying-robot-vacuum/J755020.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4211\", \"ground_truth_path\": \"source/test/ground-truth/4211.json\", \"ground_truth_sha256\": \"c4ec9c905c531b3ac5c08b310edbbfb7885ad01c8cb100766de626c52c83e472\", \"html_path\": \"source/test/html/4211.html.gz\", \"html_sha256\": \"9ad58a099cb1ca28374372664e5064dc600b33ccb329755a6d226bb9564e7696\", \"page_type\": \"product\", \"reference\": \"Roomba® j7+ Self-Emptying Robot Vacuum\\n\\nAvailable only at select retailers\\n\\nIdentifies and avoids obstacles like pet waste & cords so there is less pick up needed before cleaning starts. Self-emptying with Clean Base® Automatic Dirt Disposal. Thoughtful intelligence with iRobot OS software. Ideal for homes with pets.\\n\\nItem #\\nJ755020\\nj755020\\n\\nAvailable only at select retailers\\n\\nChoose your model\\n\\nKey Features\\n\\nAvoids pet accidents on purpose\\n\\nIdentifies obstacles, avoids hazards\\n\\nClean targeted mess the moment it happens\\n\\nRobot Vacuum with mapping. Cleans when and where you want\\n\\nDelivers 10x power-lifting suction¹\\n\\nProduct Details\\n\\nWe clean professionally\\n\\nAttacks mess using our powerful, proprietary cleaning system.\\n\\nPowerful 3-Stage Cleaning System packs 10x the Power-Lifting Suction 1, an Edge-Sweeping Brush gets along walls and corners, and Dual Multi-Surface Rubber Brushes vs only 1 flex adjusts to different floor types and avoids getting tangled with pet hair.\\n\\n1 Compared to the Roomba® 600 Series Cleaning System\\n\\nCleans dirtier spots more thoroughly.\\n\\nOnly iRobot offers Dirt Detect™ technology to focus on the dirtier spots, like the high-traffic areas of your home.\\n\\nDoesn't get hung up. Just gets it done.\\n\\nA full suite of advanced sensors allow this robot to navigate under and around furniture and along edges, while Cliff Detect keeps it from falling down the stairs.\\n\\nThe dream team of clean\\n\\nTake vacuuming and mopping off your to-do list – all at once. With Imprint® Link Technology, your Roomba® j7/j7+ Robot Vacuum and Braava jet® m6 Robot Mop can team up to vacuum and then mop in perfect sequence, giving your floors a comprehensive clean without any effort from you.\\n\\niRobot OS powers your robot to do more\\n\\nNo need to pick up before you clean\\n\\nThe Roomba® j7/j7+ Robot Vacuum uses iRobot OS Technology and PrecisionVision Navigation to recognize and avoid common objects in its way, like cords, pet waste, socks and shoes. Picking up before you clean is now a thing of the past.\\n\\nSpot-cleans mess the moment it happens without having to clean the whole house\\n\\nHow many mornings have you been racing out the door when you suddenly see a mess like crumbs under the kitchen table? You don't want to come home to that later. Simply use the iRobot Home App or your voice assistant* to tell the j7/j7+ to immediately clean that spot and consider it done.\\n\\n*Works with Google Home and Alexa enabled devices. Alexa and all related logos are trademarks of Amazon.com or its affiliates. Google is a trademark of Google LLC.\\n\\nCleans when and where you want\\n\\nImprint® Smart Mapping allows you to control and schedule which rooms are cleaned when, while storing multiple maps for easier cleaning on each level of your home. Your Roomba® robot vacuum maps your home 7x faster* and automatically names the rooms of your home to get targeted cleaning started quicker. Plus, customizable Keep Out Zones and Clean Zones allow you to tell your robot the exact areas to avoid or clean.\\n\\n*Compared to previous iRobot mapping technology.\\n\\nCleans the way you would\\n\\nBased on your preferences, habits, home and the seasons, Roomba® j7/j7+ uses iRobot OS to create personalized cleaning suggestions, like cleaning more frequently during pet-shedding or allergy seasons.\\n\\nSet to automatically clean when you're away\\n\\nWith iRobot OS, you can choose to set your robot to automatically start cleaning when you leave and stop when you come home, so you only notice the clean and never the cleaning.\\n\\nAchieve a complete clean\\n\\nThe cleaning job is completed because Roomba® j7/j7+ Robot Vacuum sends itself to its base to recharge when the battery gets low, and then resumes right where it left off.\\n\\nWe care about you\\n\\nQuality that lasts. Intelligence that grows.\\n\\nYour robot never stops getting smarter because it constantly receives innovations in its software with the latest tech and groundbreaking features, thanks to iRobot OS.\\n\\nKeep your home clean and your data safe\\n\\niRobot customers have welcomed our robots into their homes to provide a safe, effective cleaning service. Our respect for your personal space extends from the physical to the virtual by using only the highest data security standards: iRobot always uses the highest standards of data encryption, backed by our promise to keep your information safe. It uses the data to provide a better experience and to help your robot perform at its best.\\n\\nAward winning Customer Care\\n\\nFor 30 years, the iRobot promise has meant dependability backed by responsive service. If you ever need help, we make it easy with award winning Customer Care agents available by phone or email to answer your questions.\\n\\nWhat's in the box:\\n\\n1 Roomba® j7+ Robot Vacuum\\n\\n1 Clean Base® Automatic Dirt Disposal\\n\\n2 Dirt Disposal Bags\\n\\n1 North American Line Cord\\n\\n1 Extra High-Efficiency Filter\\n\\n1 Extra Corner Brush (black)\\n\\nSpecifications:\\n\\nRetail box Dimensions: 14.4 x 17.4 x 13.9\\n\\nRobot Weight: 7.49 lbs.\\n\\nRobot Dimensions: 13.3 inches width x 3.4 inches high\\n\\nBattery Type: Lithium Ion\\n\\nClean Base® Automatic Dirt Disposal Dimensions (in): 15.7 (W) x 11.9 (D) x 13.3 (H)\\n\\nThe iRobot limited warranty shall not apply to failures or problems which are caused by products or equipment not authorized by iRobot Corporation.\\n\\nRobot products purchased in North America are intended for use in North America only. Both the 60-day, money-back guarantee and the limited warranty are void if products are used outside North America.\\n\\nFAQs\\n\\nA. The Clean Base® Automatic Dirt Disposal eliminates the dusty and dirty mess often associated with emptying vacuum bins. This system's Dirt Disposal bags hold 60 days of dirt and debris. Clean Base® Automatic Dirt Disposal sold separately for the j7.\\n\\nA: Yes, the Roomba® j7/j7+ robot vacuum uses PrecisionVision Navigation to recognize objects and avoid obstacles like charging cables and pet waste.\\n\\nA: Imprint® Smart Mapping technology describes the robot's ability to learn, map and adapt to your home. It learns your floorplan as it cleans and remembers this map for future cleaning jobs. This enables the robot to determine the best way to clean based on the orientation of each room, furniture placement etc. Once the robot has learnt your space and you have labelled your rooms, set up clean zoom. Your Smart Map also enables you to direct your robot to clean specific areas, specific room(s) or an entire level of your home all from the iRobot Home App.\\n\\nA: Yes, it works with voice assistants, like Alexa or Google voice assistant. You can use them to start cleaning, clean specific area(s), room(s) etc.\\n\\nWhat makes the j7/j7+ different?\\n\\niRobot OS\\n\\nAvoids pet accidents on purpose – we guarantee it\\n\\nOnly iRobot brings you P.O.O.P. (Pet Owner Official Promise)*. You can rely on your j7 to avoid pet waste, or we'll replace it for free.\\n\\n*Offer valid for one year from purchase and covers replacement product only. Valid only for solid cat or dog waste. Additional terms and conditions apply – see https://about.irobot.com/legal/terms-and-conditions#promise for full details.\\n\\nObject detect and object avoidance\\n\\nObstacles like pet waste, charging cords and shoes don't get in the way of the j7/j7+ finishing the whole job because it uses PrecisionVision Navigation to recognize objects. When it first spots them, it will send you a photo so that you can tell it to avoid or clean around the obstacle in the future. It doesn't just learn your home; it reacts to it in real time.\\n\\nAutomatically empties its bin on its own with enclosed bag system\\n\\nForget about vacuuming for months at a time with the Clean Base® Automatic Dirt Disposal (sold separately for the j7) that allows the Roomba® j7+ Robot Vacuum to empty itself for up to 60 days. Enclosed bags capture and trap 99% of pollen and mold. Dust stays out of sight and your hands stay clean.\", \"url\": \"https://www.irobot.com/en_US/roomba-j7plus-self-emptying-robot-vacuum/J755020.html\", \"with\": [\"How many mornings have you been racing out the door when you suddenly see a mess like crumbs under the kitchen table\", \"Clean Base® Automatic Dirt Disposal Dimensions (in): 15.7 (W) x 11.9 (D) x 13.3 (H)\", \"Forget about vacuuming for months at a time with the Clean Base® Automatic Dirt Disposal\", \"Only iRobot brings you P.O.O.P. (Pet Owner Official Promise)\", \"Enclosed bags capture and trap 99% of pollen and mold\"], \"without\": [\"Shop Vacuums\", \"Shop All Robot Vacuums\", \"Trade In Program\", \"Order Status\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4212", "input": "https://www.irobot.com/en_US/roomba-combo-j7plus-robot-vacuum-and-mop/C755020.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4212\", \"ground_truth_path\": \"source/test/ground-truth/4212.json\", \"ground_truth_sha256\": \"80f96723c2477b09c3f94832edad05c29a65d003cd7646d95bd539c4b42ac0fc\", \"html_path\": \"source/test/html/4212.html.gz\", \"html_sha256\": \"2993cb0be1a2b056ad4c5536d95cd9c3b1ab61ad35fbd36e95b4889c2279d3fd\", \"page_type\": \"product\", \"reference\": \"Roomba Combo® j7+ Robot Vacuum and Mop\\n\\nAvailable only at select retailers\\n\\nRoomba Combo® j7+ Robot Vacuum and Mop\\n\\nThe Roomba Combo® j7+ robot vacuum and mop senses carpet to fully retract its mop to the top of the robot – completely away from your carpets. Self-emptying with Clean Base® Automatic Dirt Disposal. Thoughtful intelligence with iRobot OS software. Ideal for powerful vacuuming and shiny floors.\\n\\nItem #\\nC755020\\nc755020\\n\\nAvailable only at select retailers\\n\\nChoose your model\\n\\nKey Features\\n\\nVacuums and mops simultaneously\\n\\nPowered by iRobot OS\\n\\nIdentifies obstacles, avoids hazards\\n\\nAvoids pet accidents on purpose\\n\\nProduct Details\\n\\nSmart technology for dry carpets.\\n\\nThe Roomba Combo ® j7+ seamlessly transitions from carpet to hard floors and vacuums, mops, and empties itself in the same mission without any intervention from you. It cleans your floors without needing to avoid carpets or requiring you to change cleaning modes.\\n\\nKnows when to mop and when to vacuum.\\n\\nOn hard floors, it mops and vacuums at the same time. On carpet, it lifts its mop pad safely away and continues with powerful vacuuming avoiding wet carpet messes.\\n\\nMops the floor, keeps carpets dry.\\n\\nOnly from iRobot, your carpets stay dry with D.R.I. (Dry Rug Intelligence): The Roomba Combo ® j7+ robot and Auto-Retract Mopping System lift the mop high away from carpets.\\n\\nSmartScrub mops back and forth with consistent pressure and 2x deeper scrubbing.\\n\\nSome areas of the home need a deeper clean–pawprints in the mudroom, spills under the kitchen table, tiles in your bathroom. Simply enable SmartScrub and your Roomba Combo ® j7+ will scrub back-and-forth, just like you would.\\n\\n*Compared to standard vacuum and mop mode for coffee and grime.\\n\\nAutomatically empties its bin on its own for up to 60 days.\\n\\nYou can forget about vacuuming for months because it empties itself into the Clean Base ® Automatic Dirt Disposal with enclosed bags. Dust stays out of sight and your hands stay clean.\\n\\nAdvanced 4-stage cleaning system.\\n\\nIt combines our first-of-its-kind mopping, edge-Sweeping Brush, Dual Multi-Surface Rubber Brushes, and Power-Lifting Suction to deliver an incredible clean on carpets and hard floors.\\n\\nKnows exactly what to avoid.\\n\\niRobot OS is thoughtfully intelligent, enabling it to recognize and avoid obstacles like, clothes, shoes, towels, and even pet waste (seriously).\\n\\nAvoids pet accidents on purpose - we guarantee it.\\n\\nOnly iRobot brings you P.O.O.P. (Pet Owner Official Promise). You can rely on your Roomba Combo ® j7+ to avoid pet waste, or we’ll replace it for free. Additional terms and conditions apply – see iRobot website for full details.\\n\\nCleans where you want, when you want.\\n\\nYou can set specific cleaning preferences by room: For instance, set it to vacuum the living room, then vacuum and mop the kitchen. You can also choose how much liquid the mop should use by room.\\n\\nStart cleaning your way even faster.\\n\\nStraight out of the box, your Roomba robot vacuum will create a complete map of your home 7x faster than the previous mapping technology so you can clean wherever you want, whenever you want after just one run.\\n\\nTruly hands-free\\n\\n1/5\\n\\nApplies pressure to mop up messes\\n\\n1.16 lbs of pressure means Roomba Combo® j7+ has the power to clean with force and leave floors spotless.\\n\\n2/5\\n\\nMops the floors, keeps carpets dry\\n\\nWith D.R.I. (Dry Rug Intelligence), you can trust your Roomba Combo® j7+ robot vacuum and mop to keep your rugs dry.\\n\\n3/5\\n\\nSimply tell it what to do\\n\\nPair it with Alexa, Siri, or Google Assistant² and say commands like “Tell Roomba Combo to clean under the table.” Then it goes into cleaning action.\\n\\n4/5\\n\\nEmpties itself automatically\\n\\nForget about vacuuming for months at a time with the Clean Base® Automatic Dirt Disposal that allows the Roomba Combo® j7+ robot vacuum and mop to empty itself for 60 days.\\n\\n5/5\\n\\nCleans dirtier areas automatically\\n\\nDirt Detect™ technology recognizes dirtier areas and gives them a more thorough cleaning.\\n\\niRobot OS powers you to do more\\n\\n1/3\\n\\nKnows what to avoid\\n\\nThe PrecisionVision Navigation system steers clear of obstacles like shoes, cords, and pet waste, while Dirt Detect™ Technology starts cleaning when it senses dirtier areas.\\n\\n2/3\\n\\nLets you customize your cleaning\\n\\niRobot OS lets you set specific cleaning preferences by room, like choosing how much liquid the mop should use or telling it to make extra cleaning passes in high-traffic areas.\\n\\n3/3\\n\\nCleans when and where you want\\n\\nImprint® Smart Mapping allows you to control and schedule which rooms are cleaned when, while storing multiple maps for easier cleaning on each level of your home. Your Roomba Combo® robot vacuum & mop maps your home 7x faster* and automatically names the rooms of your home to get targeted cleaning started quicker. Plus, customizable Keep Out Zones and Clean Zones allow you to tell your robot the exact areas to avoid or clean.\\n\\n*Compared to previous iRobot mapping technology.\\n\\nWe care about you\\n\\n1/3\\n\\nIntelligence that grows\\n\\niRobot OS updates all by itself, keeping your Roomba Combo® j7+ equipped with the latest features and new capabilities in real time.\\n\\n2/3\\n\\nWe keep your data safe\\n\\nWe use only the highest standards of data encryption, and only use your information to improve your experience and your robot’s performance.\\n\\n3/3\\n\\nBacked by 30 years of experience\\n\\nThe iRobot promise is backed by 30 years of expertise, innovation, and responsive service. That’s why we’ve sold over 30 million home robots worldwide. If you ever need help, we’re just a phone call or email away.\\n\\nWhat's in the Box:\\n\\niRobot® Roomba Combo® Robot Vacuum and Mop\\n\\nClean Base® Automatic Dirt Disposal\\n\\n1 Dirt Disposal Bag\\n\\n1 Reusable Microfiber Mopping Pad\\n\\n1 Extra Filter\\n\\n1 Extra Edge-Sweeping Brush\\n\\nLine Cord\\n\\nSpecifications:\\n\\nRetail box Dimensions: 14.4 x 17.4 x 13.9\\n\\nRobot Weight: 7.35 lbs.\\n\\nRobot Dimensions: 13.3 inches width x 3.4 inches high\\n\\nBattery Type: Lithium Ion\\n\\nClean Base® Automatic Dirt Disposal Dimensions (in): 15.7 (W) x 11.9 (D) x 13.3 (H)\\n\\nFor more information, click here to access Owner's Guide and Quick Start Cards.\\n\\nFAQs\\n\\nA. No. With D.R.I. (Dry Rug Intelligence) your rugs and carpets stay dry—because Roomba Combo® j7+ robot vacuum and mop Auto-Retract Mopping System lifts the mop head to the top of the robot, completely away from carpet.\\n\\nA: Yes, the Roomba Combo® uses PrecisionVision Navigation to recognize and avoid not only pet waste, but other objects like charging cables, shoes, socks, pet toys, and more!\\n\\nA: Yes, you can customize your clean in two different modes: Roomba Combo® can either vacuum and mop at the same time, or only vacuum whenever you like. It also senses if the mop pad is not attached and will vacuum only.\\n\\nA. The Clean Base® Automatic Dirt Disposal eliminates the dusty and dirty mess often associated with emptying vacuum bins. This system’s Dirt Disposal bags hold 60 days of dirt and debris.\\n\\nA: Imprint® Smart Mapping technology describes the robot’s ability to learn, map and adapt to your home. It learns your floorplan as it cleans and remembers this map for future cleaning jobs. Once the robot has learned your space and you have labelled your rooms all from the iRobot Home App, you can set cleaning preferences in each room – so you can tell Roomba Combo® to vacuum the living room and vacuum and mop the kitchen in the same mission.\\n\\nA: Yes, Roomba Combo® works with Alexa and Google Assistant*. You can say commands like “Tell Roomba Combo to vacuum and mop the kitchen”, “Tell Roomba Combo to clean in front of the table” and more.\\n\\n*Works with Google Home and Alexa enabled devices. Alexa and all related logos are trademarks of Amazon.com or its affiliates. Google is a trademark of Google LLC.\\n\\nA. Roomba Combo® j7 vacuum and mop robot has an Auto-Retract Mopping System to lift the mop pad up and away to the top of the robot, preventing wet messes on carpet or rugs.\\n\\nA. Roomba Combo® j7+ robot applies 1.16lbs of pressure when mopping up messes to make floors shine.\", \"url\": \"https://www.irobot.com/en_US/roomba-combo-j7plus-robot-vacuum-and-mop/C755020.html\", \"with\": [\"The Roomba Combo ® j7+ seamlessly transitions from carpet to hard floors\", \"You can set specific cleaning preferences by room: For instance, set it to vacuum the living room\", \"Retail box Dimensions: 14.4 x 17.4 x 13.9\", \"Roomba Combo® j7+ robot applies 1.16lbs of pressure when mopping up messes\"], \"without\": [\"Shop Vacuums\", \"Shop All Robot Vacuums\", \"Trade In Program\", \"Newsletter\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4213", "input": "https://www.irobot.com/en_US/roomba-j7plus-self-emptying-robot-vacuum/J755030.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4213\", \"ground_truth_path\": \"source/test/ground-truth/4213.json\", \"ground_truth_sha256\": \"c36abd0c4720e913f2d5b4258bb9693125915b785baf888d732c81379f47c1a1\", \"html_path\": \"source/test/html/4213.html.gz\", \"html_sha256\": \"293c230a1db6d695271ff3500c8e1a53975405edb7fd6a2ff436552d6aa67efe\", \"page_type\": \"product\", \"reference\": \"Roomba® j7+ Self-Emptying Robot Vacuum\\n\\nAvailable only at select retailers\\n\\nRoomba® j7+ Self-Emptying Robot Vacuum\\n\\nIdentifies and avoids obstacles like pet waste & cords so there is less pick up needed before cleaning starts. Self-emptying with Clean Base® Automatic Dirt Disposal. Thoughtful intelligence with iRobot OS software. Ideal for homes with pets.\\n\\nItem #\\nJ755030\\nj755030\\n\\nAvailable only at select retailers\\n\\nChoose your model\\n\\nKey Features\\n\\nAvoids pet accidents on purpose\\n\\nIdentifies obstacles, avoids hazards\\n\\nClean targeted mess the moment it happens\\n\\nRobot Vacuum with mapping. Cleans when and where you want\\n\\nDelivers 10x power-lifting suction¹\\n\\nProduct Details\\n\\nWe clean professionally\\n\\nAttacks mess using our powerful, proprietary cleaning system.\\n\\nPowerful 3-Stage Cleaning System packs 10x the Power-Lifting Suction 1, an Edge-Sweeping Brush gets along walls and corners, and Dual Multi-Surface Rubber Brushes vs only 1 flex adjusts to different floor types and avoids getting tangled with pet hair.\\n\\n1 Compared to the Roomba® 600 Series Cleaning System\\n\\nCleans dirtier spots more thoroughly.\\n\\nOnly iRobot offers Dirt Detect™ technology to focus on the dirtier spots, like the high-traffic areas of your home.\\n\\nDoesn't get hung up. Just gets it done.\\n\\nA full suite of advanced sensors allow this robot to navigate under and around furniture and along edges, while Cliff Detect keeps it from falling down the stairs.\\n\\nThe dream team of clean\\n\\nTake vacuuming and mopping off your to-do list – all at once. With Imprint® Link Technology, your Roomba® j7/j7+ Robot Vacuum and Braava jet® m6 Robot Mop can team up to vacuum and then mop in perfect sequence, giving your floors a comprehensive clean without any effort from you.\\n\\niRobot OS powers your robot to do more\\n\\nNo need to pick up before you clean\\n\\nThe Roomba® j7/j7+ Robot Vacuum uses iRobot OS Technology and PrecisionVision Navigation to recognize and avoid common objects in its way, like cords, pet waste, socks and shoes. Picking up before you clean is now a thing of the past.\\n\\nSpot-cleans mess the moment it happens without having to clean the whole house\\n\\nHow many mornings have you been racing out the door when you suddenly see a mess like crumbs under the kitchen table? You don't want to come home to that later. Simply use the iRobot Home App or your voice assistant* to tell the j7/j7+ to immediately clean that spot and consider it done.\\n\\n*Works with Google Home and Alexa enabled devices. Alexa and all related logos are trademarks of Amazon.com or its affiliates. Google is a trademark of Google LLC.\\n\\nCleans when and where you want\\n\\nImprint® Smart Mapping allows you to control and schedule which rooms are cleaned when, while storing multiple maps for easier cleaning on each level of your home. Your Roomba® robot vacuum maps your home 7x faster* and automatically names the rooms of your home to get targeted cleaning started quicker. Plus, customizable Keep Out Zones and Clean Zones allow you to tell your robot the exact areas to avoid or clean.\\n\\n*Compared to previous iRobot mapping technology.\\n\\nCleans the way you would\\n\\nBased on your preferences, habits, home and the seasons, Roomba® j7/j7+ uses iRobot OS to create personalized cleaning suggestions, like cleaning more frequently during pet-shedding or allergy seasons.\\n\\nSet to automatically clean when you're away\\n\\nWith iRobot OS, you can choose to set your robot to automatically start cleaning when you leave and stop when you come home, so you only notice the clean and never the cleaning.\\n\\nAchieve a complete clean\\n\\nThe cleaning job is completed because Roomba® j7/j7+ Robot Vacuum sends itself to its base to recharge when the battery gets low, and then resumes right where it left off.\\n\\nWe care about you\\n\\nQuality that lasts. Intelligence that grows.\\n\\nYour robot never stops getting smarter because it constantly receives innovations in its software with the latest tech and groundbreaking features, thanks to iRobot OS.\\n\\nKeep your home clean and your data safe\\n\\niRobot customers have welcomed our robots into their homes to provide a safe, effective cleaning service. Our respect for your personal space extends from the physical to the virtual by using only the highest data security standards: iRobot always uses the highest standards of data encryption, backed by our promise to keep your information safe. It uses the data to provide a better experience and to help your robot perform at its best.\\n\\nAward winning Customer Care\\n\\nFor 30 years, the iRobot promise has meant dependability backed by responsive service. If you ever need help, we make it easy with award winning Customer Care agents available by phone or email to answer your questions.\\n\\nWhat's in the box:\\n\\n1 Roomba® j7+ Robot Vacuum\\n\\n1 Clean Base® Automatic Dirt Disposal\\n\\n2 Dirt Disposal Bags\\n\\n1 North American Line Cord\\n\\n1 Extra High-Efficiency Filter\\n\\n1 Extra Corner Brush (black)\\n\\nSpecifications:\\n\\nRetail box Dimensions: 14.4 x 17.4 x 13.9\\n\\nRobot Weight: 7.49 lbs.\\n\\nRobot Dimensions: 13.3 inches width x 3.4 inches high\\n\\nBattery Type: Lithium Ion\\n\\nClean Base® Automatic Dirt Disposal Dimensions (in): 15.7 (W) x 11.9 (D) x 13.3 (H)\\n\\nThe iRobot limited warranty shall not apply to failures or problems which are caused by products or equipment not authorized by iRobot Corporation.\\n\\nRobot products purchased in North America are intended for use in North America only. Both the 60-day, money-back guarantee and the limited warranty are void if products are used outside North America.\\n\\nFAQs\\n\\nA. The Clean Base® Automatic Dirt Disposal eliminates the dusty and dirty mess often associated with emptying vacuum bins. This system’s Dirt Disposal bags hold 60 days of dirt and debris. Clean Base® Automatic Dirt Disposal sold separately for the j7.\\n\\nA: Yes, the Roomba® j7/j7+ robot vacuum uses PrecisionVision Navigation to recognize objects and avoid obstacles like charging cables and pet waste.\\n\\nA: Imprint® Smart Mapping technology describes the robot’s ability to learn, map and adapt to your home. It learns your floorplan as it cleans and remembers this map for future cleaning jobs. This enables the robot to determine the best way to clean based on the orientation of each room, furniture placement etc. Once the robot has learnt your space and you have labelled your rooms, set up clean zoom. Your Smart Map also enables you to direct your robot to clean specific areas, specific room(s) or an entire level of your home all from the iRobot Home App.\\n\\nA: Yes, it works with voice assistant*s, like Alexa or Google voice assistant*. You can use them to start cleaning, clean specific area(s), room(s) etc.\\n\\nWhat makes the j7/j7+ different?\\n\\niRobot OS\\n\\nAvoids pet accidents on purpose – we guarantee it\\n\\nOnly iRobot brings you P.O.O.P. (Pet Owner Official Promise)*. You can rely on your j7 to avoid pet waste, or we’ll replace it for free.\\n\\n*Offer valid for one year from purchase and covers replacement product only. Valid only for solid cat or dog waste. Additional terms and conditions apply – see https://about.irobot.com/legal/terms-and-conditions#promise for full details.\\n\\niRobot OS\\n\\nObject detect and object avoidance\\n\\nObstacles like pet waste, charging cords and shoes don’t get in the way of the j7/j7+ finishing the whole job because it uses PrecisionVision Navigation to recognize objects. When it first spots them, it will send you a photo so that you can tell it to avoid or clean around the obstacle in the future. It doesn’t just learn your home; it reacts to it in real time.\\n\\nAutomatically empties its bin on its own with enclosed bag system\\n\\nForget about vacuuming for months at a time with the Clean Base® Automatic Dirt Disposal (sold separately for the j7) that allows the Roomba® j7+ Robot Vacuum to empty itself for up to 60 days. Enclosed bags capture and trap 99% of pollen and mold. Dust stays out of sight and your hands stay clean.\", \"url\": \"https://www.irobot.com/en_US/roomba-j7plus-self-emptying-robot-vacuum/J755030.html\", \"with\": [\"*Works with Google Home and Alexa enabled devices.\", \"Clean Base® Automatic Dirt Disposal Dimensions (in): 15.7 (W) x 11.9 (D) x 13.3 (H)\", \"Forget about vacuuming for months at a time with the Clean Base® Automatic Dirt Disposal\", \"Powerful 3-Stage Cleaning System packs 10x the Power-Lifting Suction\", \"Imprint® Smart Mapping allows you to control and schedule which rooms are cleaned\"], \"without\": [\"Shop Vacuums\", \"Shop All Robot Vacuums\", \"Trade In Program\", \"Order Status\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4219", "input": "https://www.samsung.com/levant/tablets/galaxy-tab-s/galaxy-tab-s9-fe-wifi-gray-128gb-sm-x510nzaamea/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4219\", \"ground_truth_path\": \"source/test/ground-truth/4219.json\", \"ground_truth_sha256\": \"330c92302ff68a2b227cf88c41c18f39984f393d82d90a7629f5437295065495\", \"html_path\": \"source/test/html/4219.html.gz\", \"html_sha256\": \"c8064afe9891f6c342af75e0287a47381b551fd0bd1aede1e2f4b4a262ebf4d5\", \"page_type\": \"product\", \"reference\": \"Galaxy Tab S9 FE (Wi-Fi)\\n\\nSM-X510NZAAMEA\\n\\nFashionable Colors\\n\\nSmooth Display\\n\\nLow Blue Light\\n\\nIP68\\n\\nCircle it, find it. Just like that\\n\\nExperience Circle to Search with Google and search like never before. Simply circle around an object to get Google Search results. It's a new visual way to find what you're looking for.\\n\\nColorful design that lets you shine\\n\\nStep into a world of fun creative possibilities and entertainment with Galaxy Tab S9 FE and Tab S9 FE+. View, create and share what you love in vivid detail on the bright, immersive screen. Both models come in Gray, Mint, Silver or Lavender to effortlessly match your unique vibe.\\n\\nPower up your notetaking with S Pen\\n\\nWrite, sketch, draw on your favorite notetaking app with the redesigned water and dust-resistant inbox S Pen. Now in four trendy colors, it attaches magnetically to the back of your device and matches its style. Galaxy Tab S9 FE and Tab S9 FE+ even support S Pen Creator Edition to unleash your full creative potential.\\n\\nVibrant hues. Stunning views.\\n\\nEverything on screen is lifelike with the high-resolution 12.4-inch or 10.9-inch display. Details are crisp and clear with a wide range of vivid colors thanks to the DCI-P3 color gamut and enhanced brightness, so you can always enjoy a spectacular viewing experience.\\n\\nAll your media, super-smooth\\n\\nImmerse your senses in the smooth picture thanks to the screen's adaptive refresh rate of up to 90Hz. Whether you're binge-watching your favorite series, scrolling through social feeds or editing your latest video, the screen adjusts to make every motion look fluid and true-to-life.\\n\\nExpansive, bright views even outdoors with Vision Booster\\n\\nVision Booster lets you see your Tab's spacious screen clearly in brightly lit areas thanks to an intelligent outdoor algorithm that detects the sun's glow and shifts to match. Go between the studio and patio with ease thanks to contrast and color enhancements to keep things vibrant.\\n\\nEye care for you and your loved ones\\n\\nView content, create and play as long as you like, knowing your eyes are well protected. The display on Galaxy Tab S9 FE and Tab S9 FE+ is engineered with reduced blue light emission to safeguard your eyesight, providing a comfortable viewing experience while you stay in your fun zone.\\n\\nStay creative on the move with a long-lasting battery\\n\\nKeep the creative juices flowing with the long-lasting battery. It's got power to get you through most of your day and perhaps even spare some in case your phone needs a boost, too. Plug in your Samsung Galaxy smartphone with a USB-C cable and Fast Charging takes care of the rest.\\n\\nElevate your creativity, optimized for the big screen\\n\\nLet your imagination run wild on pro-level notetaking with Samsung Notes and Goodnotes — optimized to provide a seamless S Pen experience and feel of writing on actual paper. Sketch in portrait view and edit in horizontal view, or vice versa.\\n\\nThe first water and dust-resistant Galaxy S FE tablet\\n\\nWhen the day gets tough, Tab and S Pen stay sturdy and durable. The smooth tablet design is suited up with a strong full-metal frame and the IP68 rating means it's our first water and dust-resistant Galaxy S FE tablet with S Pen ever.\\n\\nSpeed up your productivity, bump up your storage\\n\\nEquipped with our high-performing Exynos 1380 chipset, Galaxy Tab S9 FE and Tab S9 FE+ keep multitasking, streaming and gaming smooth and fast. Choose up to 256GB internal storage, then grab your microSD to add on more storage in case you need even more room for your videos, compositions, hi-res photos and more.\\n\\nDouble your connectivity with an extra eSIM\\n\\nStay connected on the go and swap networks easily with Dual SIM on the Galaxy Tab S9 FE and Tab S9 FE+. Activate your eSIM and set it up as primary with just a few taps. When switching devices, your eSIM contacts move, too, so no friends get left behind.\\n\\nTab enters the family circle\\n\\nCreate and add Samsung account IDs to your Tab and let other family members share the experience. When you create an account for your child, you can set up parental controls such as managing the apps and services they can access, as well as activate location tracking to secure your peace of mind.\\n\\nGet a PC-like experience with a single snap\\n\\nAttach the Book Cover Keyboard to topple your to-do lists with ease. Featuring function keys and a trackpad, it supports DeX mode for a seamless PC-like experience. Assign app shortcuts to up your efficiency and connect wirelessly to other Samsung Galaxy devices to type on any screen.\\n\\nSpecifications\\n\\nProcessor: 2.4GHz, 2GHz Octa-Core\\nDisplay: 10.9\\\" (277.0mm), 2304 x 1440 (WUXGA+)\\nMain Camera: 8.0 MP with Auto Focus\\nFront Camera: 12.0 MP\\nVideo Recording Resolution: UHD 4K (3840 x 2160) @30fps\\nExternal Storage: MicroSD (Up to 1TB)\\nUSB: USB 2.0, USB Type-C\\nLocation: GPS, Glonass, Beidou, Galileo, QZSS\\nWi-Fi: 802.11 a/b/g/n/ac/ax 2.4G+5GHz, HE80, MIMO, 1024-QAM\\nBluetooth: v5.3\\nSensors: Accelerometer, Fingerprint Sensor, Gyro Sensor, Geomagnetic Sensor, Hall Sensor, Light Sensor\\nDimension: 165.8 x 254.3 x 6.5 mm\\nInternet Usage Time (Wi-Fi): Up to 16 Hours\\nVideo Playback Time: Up to 18 Hours\\nAudio Playback Time: Up to 113 Hours\", \"url\": \"https://www.samsung.com/levant/tablets/galaxy-tab-s/galaxy-tab-s9-fe-wifi-gray-128gb-sm-x510nzaamea/\", \"with\": [\"Step into a world of fun creative possibilities and entertainment with Galaxy Tab S9 FE and Tab S9 FE+.\", \"Write, sketch, draw on your favorite notetaking app with the redesigned water and dust-resistant inbox S Pen.\", \"Vision Booster lets you see your Tab's spacious screen clearly in brightly lit areas\", \"Equipped with our high-performing Exynos 1380 chipset, Galaxy Tab S9 FE and Tab S9 FE+ keep multitasking\", \"Dimension: 165.8 x 254.3 x 6.5 mm\"], \"without\": [\"Skip to content\", \"Samsung and Cookies\", \"Choose your location and language.\", \"Exclusive Benefits with a Samsung Account\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4221", "input": "https://www.nintendo.com/us/gaming-systems/switch/oled-model/?srsltid=AfmBOoq8TjV7iR1yQUwSnz3J7gMuc6qPRYwcVBt8gQEMQkhmXlxlQrch", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4221\", \"ground_truth_path\": \"source/test/ground-truth/4221.json\", \"ground_truth_sha256\": \"f03ce2572aec33c0e43a20736565a0c07ca655ae672fdb9eeb76afe29362b157\", \"html_path\": \"source/test/html/4221.html.gz\", \"html_sha256\": \"4faca7c995102eb67db0ba5ec3fa0f97bab5623a83e6db0bf3cbf8bcc22c0b26\", \"page_type\": \"product\", \"reference\": \"Nintendo Switch – OLED Model\\n\\nAvailable now\\n\\n$399.99 MSRP* Buy now\\n\\nEnhanced features, brilliant fun\\n\\nThis model features a vibrant 7-inch OLED screen, a wide adjustable stand, a dock with a wired LAN port (LAN cable sold separately), 64 GB of internal storage (a portion of which is reserved for use by the system), and enhanced audio in handheld and tabletop modes.\\n\\n7-inch OLED screen\\n\\nFeast your eyes on vivid colors and crisp contrast when you play on-the-go.\\n\\nSee the difference the vibrant screen makes, whether you're racing at top speed or squaring off against enemies.\\n\\nTV mode\\n\\nDock your system to enjoy HD gaming on your TV.\\n\\nTabletop mode\\n\\nFlip the stand to share the screen, then share the fun with a multiplayer* game.\\n\\nHandheld mode\\n\\nPick it up and play with the Joy-Con™ controllers attached to enjoy the 7-inch OLED screen.\\n\\nChoose your control style\\n\\nOne controller or two, vertical or sideways, attached to the console or separate. You can play multiple ways, depending on the game.\\n\\nShare with a friend\\n\\nFlip the stand to share the screen, then share the fun with a multiplayer game.\\n\\nTry something new\\n\\nHD Rumble puts you in the game with physical feedback, while the IR Motion Camera opens up new experiences.\\n\\nBetter together: Multiplayer gaming options\\n\\nLocal co-op\\n\\nPlay on the big screen at home with friends.*\\n\\nLocal wireless\\n\\nLink up to eight Nintendo Switch family systems together to play multiplayer games anywhere.\\n\\nOnline play\\n\\nTeam up or face off with others online in compatible games with a Nintendo Switch Online membership.\\n\\nLearn more and sign up\\n\\nMore system features\\n\\nNintendo eShop\\n\\nFind and buy digital versions of full games and DLC from Nintendo eShop on your system or our online store.\\n\\nShop for games\\n\\nNintendo Switch Online\\n\\nAccess your membership's benefits right from the system's HOME menu.\\n\\nLearn more\\n\\nNews\\n\\nGet the latest game updates, announcements, and more with this up-to-date news feed.\\n\\nAlbum\\n\\nEasily take and save screenshots using the Capture Button. Then view, add text, and share to social networks from your album.\\n\\nSo many games to play\\n\\nThe Nintendo Switch family is home to exclusive games from franchises like Super Smash Bros.™, The Legend of Zelda™, Mario Kart™, and many more.\\n\\nYou’ll also find great games from other developers—with more added every week.\\n\\nMore than 5,000 games...and counting See all Nintendo Switch games\\n\\nParental Controls\\n\\nSettings that let you keep the focus on fun. Learn more\\n\\nNintendo Switch Family\\n\\nThree ways to play\\n\\nCompare features\\n\\nNintendo Switch - OLED Model\\n\\nNintendo Switch\\n\\nNintendo Switch Lite\\n\\n*Manufacturer’s Suggested Retail Price, actual price may vary. See retailer for details.\\n\\nAny Nintendo Switch Online membership (sold separately) and Nintendo Account required for online play. Not available in all countries. Internet access required for online features. Terms apply. nintendo.com/switch/online-service\\n\\n*Additional Joy-Con or Nintendo Switch Pro controllers required for multiplayer modes; sold separately. Multiplayer features vary by game; see individual games for details.\", \"url\": \"https://www.nintendo.com/us/gaming-systems/switch/oled-model/?srsltid=AfmBOoq8TjV7iR1yQUwSnz3J7gMuc6qPRYwcVBt8gQEMQkhmXlxlQrch\", \"with\": [\"This model features a vibrant 7-inch OLED screen, a wide adjustable stand, a dock with a wired LAN\", \"Flip the stand to share the screen, then share the fun with a multiplayer game.\", \"Easily take and save screenshots using the Capture Button. Then view, add text, and share to social\", \"Any Nintendo Switch Online membership (sold separately) and Nintendo Account r\", \"Pick it up and play with the Joy-Con™ controllers attached to enjoy the 7-inch OLED screen.\\n\\nChoose\"], \"without\": [\"About Nintendo\", \"Nintendo Switch 2\", \"My Nintendo Store\", \"Terms of Use\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4224", "input": "https://www.nintendo.com/us/store/products/nintendo-switch-oled-model-white-set-refurbished-117023/?srsltid=AfmBOorJFSIVGsWxbhL9JU8_DHW9LjpqVUWdK_KTyVVsu1tTL4xJxODA", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4224\", \"ground_truth_path\": \"source/test/ground-truth/4224.json\", \"ground_truth_sha256\": \"3cdaae74d9ea42179c2ede45ff429e874ac58346b5e712384f03ed0e4de7dc59\", \"html_path\": \"source/test/html/4224.html.gz\", \"html_sha256\": \"a943982286d64d6ac83694eddfc8498c24f68e91d9a0a08e4c36a4cd92d741df\", \"page_type\": \"product\", \"reference\": \"Nintendo Switch™ - OLED Model White set - REFURBISHED\\n\\nPlay at home on the TV or on-the-go with a vibrant 7-inch OLED screen with the Nintendo Switch™ system - OLED model.\\n\\nIn addition to a new screen with vivid colors and sharp contrast, the Nintendo Switch - OLED model includes a wide adjustable stand for more comfortable viewing angles, a dock with a wired LAN port for TV mode (LAN cable sold separately), 64GB of internal storage, and enhanced audio in Handheld and Tabletop modes using the system’s speakers.\\n\\nFeatures:\\n\\n7-inch OLED screen - Enjoy vivid colors and crisp contrast with a screen that makes colors pop\\n\\nWide adjustable stand – Freely angle the system’s wide, adjustable stand for comfortable viewing in Tabletop mode\\n\\nWired LAN port - Use the dock’s LAN port when playing in TV mode for a wired internet connection\\n\\n64 GB internal storage - Save games to your system with 64 GB of internal storage\\n\\nEnhanced audio – Enjoy enhanced sound from the system’s onboard speakers when playing in Handheld and Tabletop modes\\n\\nSupports all Joy-Con™ controllers and Nintendo Switch software*\\n\\nIncludes:\\n\\nNintendo Switch console\\n\\nNintendo Switch dock\\n\\nJoy-Con (L)\\n\\nJoy-Con (R)\\n\\nJoy-Con straps\\n\\nJoy-Con grip\\n\\nHigh Speed HDMI Cable\\n\\nNintendo Switch AC Adapter\\n\\nAuthentic Refurbished Product:\\n\\nOnly from Nintendo, this Nintendo Switch - OLED Model is available as an Authentic Nintendo Refurbished product. That means it has been inspected by Nintendo, restored and verified to be fully functional, and made available at a lower price than non-refurbished products. Refurbished products may have minor cosmetic blemishes but otherwise work as expected. Includes a one-year limited warranty.\\n\\n*There may be software where the game experience may differ due to the new capabilities of the system, such as the larger screen size.\\n\\nAbout this item\\n\\nSystem\\n\\nPublisher\\n\\nManufacturer\\n\\nSKU\\n\\n117023\\n\\nUPC\\n\\n00045496883577\", \"url\": \"https://www.nintendo.com/us/store/products/nintendo-switch-oled-model-white-set-refurbished-117023/?srsltid=AfmBOorJFSIVGsWxbhL9JU8_DHW9LjpqVUWdK_KTyVVsu1tTL4xJxODA\", \"with\": [\"Play at home on the TV or on-the-go with a vibrant 7-inch OLED screen with the Nintendo Switch™ system - OLED\", \"7-inch OLED screen - Enjoy vivid colors and crisp contrast with a screen that makes colors pop\\n\\nWide\", \"Enhanced audio – Enjoy enhanced sound from the system’s onboard speakers when playing in Handheld and\", \"Only from Nintendo, this Nintendo Switch - OLED Model is available as an Authentic Nintendo Refurbished\"], \"without\": [\"About Nintendo\", \"My Nintendo Store\", \"Wish List\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4225", "input": "https://www.steamdeck.com/en/oled", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4225\", \"ground_truth_path\": \"source/test/ground-truth/4225.json\", \"ground_truth_sha256\": \"9b0c3902a9a9c884fae24b55546aa9d768d4068782aac99476c0643433e4689e\", \"html_path\": \"source/test/html/4225.html.gz\", \"html_sha256\": \"d69658842a46381446423b5b7c74942918da47143ed0bb9fad0102e98fb90d02\", \"page_type\": \"product\", \"reference\": \"An OLED screen with larger picture, better battery life, faster WiFi—\\non top of world class ergonomics and an intuitive console-like experience\\n\\nBrighter colors,\\nblacker blacks\\n\\nSteam Deck’s HDR OLED display is designed from the ground up for gaming with striking contrast, brilliant clarity, and a larger picture. With more colors, pure blacks, and amazing motion rendition, you’ll see your games in a new light.\\n\\nPlay longer, download faster\\n\\nWith Steam Deck OLED, we’ve overhauled the internals, making battery life longer and downloads faster. At the same time, we made the device a bit lighter and cooler.\\n\\nMore time to play\\n\\nSteam Deck OLED has 30-50% more battery life. We fit a bigger battery into the case, and the OLED display draws less power. Combined with the updated, more efficient AMD APU, you have way more time to play your favorites.\\n\\nFaster downloads\\n\\nSteam Deck OLED comes with Wifi 6E, offering increased bandwidth and lower latency. This means faster downloads (up to 3 times faster!) and stable online play.\\n\\nLighter, cooler\\n\\nThanks to a bigger fan and updated thermals, Steam Deck OLED runs cooler. It also weighs 30g, or ~5% lighter than the LCD model, due to the screen.\\n\\nMore than OLED: improvements inside and out\\n\\nUpdated carrying case\\n\\nThe 1TB models (including Limited Edition) come in an exclusive case with a removable liner. This is perfect for throwing Steam Deck into your backpack when you don’t need the protection (or bulk) of the full hard case.\\n\\nBetter touchscreen\\n\\nThe touchscreen’s responsiveness and fidelity is vastly improved. Haptics are higher fidelity and more consistent. We’ve also added a dedicated Bluetooth antenna, improving connection for multiple controllers.\\n\\nEasier to repair, easier to mod*\\n\\nAll of the rear case screws are now Torx™ type, which screw into metal threads, making disassembly / reassembly possible without impacting structural integrity. Internal components are now easier to access, and Steam Deck OLED replacement parts will be coming to iFixit soon.\\n\\n*for trained professionals, of course\\n\\nSee other updates to Steam Deck OLED\\n\\nUpdated APU to 6 nm for better efficiency\\n\\nUpdated memory to 6400 MT/s, improving latency and power management\\n\\nIncreased thermal module thickness and performance\\n\\nIncreased active area to 7.4\\\" (from 7.0\\\")\\n\\nUpdated refresh rate to 90Hz (from 60Hz)\\n\\nUpdated peak brightness to 1000 nits\\n\\nUpdated touchscreen polling rate to 180Hz, improved latency and accuracy\\n\\nUpdated WiFi / Bluetooth module\\n\\nAdded support for WiFi 6E\\n\\nAdded support for Bluetooth 5.3, supporting newer codecs such as aptX HD and aptX low-latency\\n\\nAdded third antenna near the top of the device for better Bluetooth performance, including when docked\\n\\nAdded support for wake from Bluetooth controllers\\n\\nImproved bass response for an overall flatter sound profile\\n\\nAdded support for using onboard microphone array simultaneously with the 3.5mm headphones connector\\n\\nAdjusted analog stick top material and shape for increased grip and dust build-up resistance\\n\\nAdjusted analog stick post material to improve interaction feel with front cover and reduce wear\\n\\nImproved reliability of analog stick touch detection\\n\\nImproved responsiveness and tactility of shoulder buttons switch mechanism\\n\\nAdjusted D-pad snap ratio and diagonal interactions\\n\\nRedesigned trackpad for improved fidelity and edge detection\\n\\nGreatly improved trackpad haptics feel and precision\\n\\nImproved battery capacity from 40Wh to 50Wh\\n\\nImproved battery chemistry for faster charging, from 20% to 80% in as little as 45 minutes\\n\\nChanged charging LED to WRGB\\n\\nAdded support for waking up from initial unboxing by long-pressing power button instead of requiring AC power\\n\\nAdjusted power supply cable length from 1.5m to 2.5m\\n\\nAdded logo to power supply\\n\\nReduced total system weight to ~640g, or ~5% less than Steam Deck\\n\\nRear cover screws now thread into metal\\n\\nAdjusted rear cover screw heads to Torx™, as well as other materials and geometry tweaks on the heads to reduce stripping risk\\n\\nLowered number of screw types throughout system\\n\\nReduced step count required for common repairs\\n\\nImproved bumper switch mechanism drop reliability\\n\\nMoved bumper switch to joystick board for easier repair\\n\\nImproved display repair/replacement to not require taking rear cover off\\n\\nGreatly improved memory power management firmware\\n\\nAdded preliminary support for open-source BIOS and EC firmware\\n\\nImproved resume time by roughly 30%\\n\\nCore features that define Steam Deck\\n\\nPlus an intuitive, console-like experience—but that's on a different page\\n\\nLearn more about Software\\n\\nFull-sized controls\\n\\nSteam Deck was built for extended play-sessions, with full size thumbsticks, buttons, and triggers positioned perfectly within your reach.\\n\\nTrackpads\\n\\nPlay PC games that were never designed to be handheld. With increased precision and customizability, trackpads also give you a competitive edge when playing fast paced FPS games.\\n\\nGyro\\n\\nWith an IMU and capacitive touch thumbsticks on-board, Deck helps you aim better. By physically positioning the device you can achieve more precision than using a thumbstick or trackpad alone.\\n\\nGrip buttons\\n\\nFour user-assignable buttons on the back of the Deck put the next level of control right at your fingertips while keeping your thumb firmly planted on the trackpad or stick.\\n\\nHi-Fi audio\\n\\nSteam Deck's stereo speakers pack a punch. An embedded DSP provides clarity and a wide soundstage for an immersive listening experience. Connect your favorite headphones, or use the onboard dual microphones to chat with your friends.\\n\\nFast Suspend / Resume\\n\\nWe’ve built a quick suspend / resume feature into SteamOS. Press the power button, and Steam Deck will suspend your game and go into sleep mode. Push the power button again and it will wake up right where you left off.\\n\\nMicroSD Card Slot\\n\\nAll models of Steam Deck support expanding your storage via microSD cards. Games stored on a microSD card will appear in your library instantly.\\n\\nResponsive Touchscreen\\n\\nType and swipe through Steam UI with Steam Deck's capacitive multi-touch display.\\n7\\\" LCD / 7.4\\\" OLED\\n\\nUse your Deck as a PC, because it is one.\\n\\nSteam Deck is Bluetooth-ready, and its USB-C port can handle all sorts of I/O: your TV, monitor, or even your old CRT if you have the right cables. When docked, the Steam Deck’s USB-C port can carry video, audio, input, etc. Just plug in your peripherals, or use the official Steam Deck Docking Station, and you’re ready to go.\\n\\nCompare Steam Decks\\n\\n419,00€\\n\\n256GB LCD\\n\\n256GB NVMe SSD\\n\\n1280 x 800 optically bonded LCD display\\n\\n7\\\" diagonal display size\\n\\nUp to 60Hz refresh rate\\n\\n7 nm APU\\n\\nWi-Fi 5\\n\\n40Whr battery; 2-8 hrs of gameplay (content dependent)\\n\\n45W power supply with 1.5m cable\\n\\nCarrying case\\n\\nSteam profile bundle\\n\\n569,00€\\n\\n512GB OLED\\n\\n512GB NVMe SSD\\n\\n1280 x 800 HDR OLED display\\n\\n7.4\\\" diagonal display size\\n\\nUp to 90Hz refresh rate\\n\\n6 nm APU\\n\\nWi-Fi 6E\\n\\n50Whr battery; 3-12 hrs of gameplay (content dependent)\\n\\n45W power supply with 2.5m cable\\n\\nCarrying case\\n\\nSteam profile bundle\\n\\n679,00€\\n\\n1TB OLED\\n\\n1TB NVMe SSD\\n\\n1280 x 800 HDR OLED display\\n\\n7.4\\\" diagonal display size\\n\\nUp to 90Hz refresh rate\\n\\nPremium anti-glare etched glass\\n\\n6 nm APU\\n\\nWi-Fi 6E\\n\\n50Whr battery; 3-12 hrs of gameplay (content dependent)\\n\\n45W power supply with 2.5m cable\\n\\nCarrying case with removable liner\\n\\nSteam profile bundle\\n\\nExclusive startup movie\\n\\nExclusive virtual keyboard theme\", \"url\": \"https://www.steamdeck.com/en/oled\", \"with\": [\"on top of world class ergonomics and an intuitive console-like experience\", \"Added support for Bluetooth 5.3, supporting newer codecs such as aptX HD and aptX low-latency\\n\\nAdded third\", \"Improved bumper switch mechanism drop reliability\", \"50Whr battery; 3-12 hrs of gameplay (content dependent)\"], \"without\": [\"Get your hands on Deck\", \"About Us\", \"Privacy Policy\", \"View the whole list\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4241", "input": "https://www.vivint.com/resources/article/how-much-money-a-smart-thermostat-will-actually-save-you", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4241\", \"ground_truth_path\": \"source/test/ground-truth/4241.json\", \"ground_truth_sha256\": \"718ca8a86b70a41cd89aac9b43334463f6edac8eb5c665872569b2e8819b74ad\", \"html_path\": \"source/test/html/4241.html.gz\", \"html_sha256\": \"96a0fa3bd4041d180561c22c558b255368bdbd00c6deff88b5fc4ff832013eea\", \"page_type\": \"article\", \"reference\": \"Yes—smart thermostat energy savings can add up fast. According to Energy Star, they cut annual heating and cooling energy costs by about 8%, or roughly $50 per year. With incentives and additional savings built into their algorithms, a smart thermostat typically pays for itself in just a few years.\\n\\nExplore Vivint’s Smart Thermostat pricing and packages.\\n\\nWhat is a smart thermostat?\\n\\nA smart thermostat combines features from programmable thermostats, energy-efficient thermostat setups, and intelligent automation. Unlike traditional thermostats, the Vivint Smart Thermostat learns your preferences, has temperature settings that can be adjusted from anywhere, interfaces with your HVAC system, and connects via Wi‑Fi for remote control via the Vivint app or voice control, if you have a smart assistant like Google.\\n\\nCompared to traditional models, smart thermostats will save you more money than manual thermostats, which require you to do it all. If you want the thermostat to run at a lower temperature while you’re asleep, you’ll have to remember to turn the temperature settings down before you go to bed. Otherwise, the heating system will continue to kick on throughout the night.\\n\\nProgrammable thermostats are slightly better in that once you program them, you can put your thermostat completely out of your mind. However, you’ll need to remember to actually program it. Consumer Reports found that as many as 70% of programmable thermostat users don’t actually use the programming feature at all. Programmable thermostats also don’t take into account anything that may come up during the day that changes your routine; for example, if you end up working late, you can’t change the settings remotely to cut down on your energy usage while you’re away.\\n\\nHow do smart thermostats boost energy efficiency?\\n\\nHeating and air conditioning are the main culprits of high utility bills. Smart thermostats reduce energy usage by optimizing when heating or cooling runs, without sacrificing comfort.\\n\\nEnergy Star-approved units typically yield 10-12% savings on heating and 15% on cooling. That could translate to $100-$200 in annual savings, depending on your local energy costs and system type (e.g., heat pumps, central air conditioners).\\n\\nHow do smart thermostats drive cost savings?\\n\\nThe average electric bill in the United States is $136 each month, with the average gas bill adding another $69 to that—an amount that adds up to over $2,000 each year. Smart thermostats can help chip away at these costs. Here’s how:\\n\\nLearning algorithms and scheduling. Machine learning algorithms track your preferred temperature settings. For example, maybe you like the temperature around 72 degrees during the day, but 68 degrees at night while you sleep. Or, during the summer, you prefer your air conditioning to be on during the day and off at night. Your thermostat will memorize these settings.\\n\\nGeofencing and occupancy detection. Vivint’s system includes geofencing. When you arm your smart home to “Away,” the thermostat lowers or raises temperatures automatically to save energy.\\n\\nRemote Wi‑Fi control. Manage the system via the Vivint app or voice commands to Google Assistant.\\n\\nDemand response and utility rebates. Some customers benefit from utility rebates, demand response programs, or custom energy-saving incentives, which offset initial costs.\\n\\nCost‑cutting heating and cooling system control. Optimizing HVAC operation minimizes stress on your heat pumps, air conditioners, and heating systems, lowering energy costs.\\n\\nAre smart thermostats worth it if you’re home often?\\n\\nAbsolutely. Even homeowners who stay in most of the day can benefit. Smart thermostats still make small, continuous adjustments—like lowering temperatures while you’re cooking or out for errands—adding up to substantial annual savings.\\n\\nWhy choose the Vivint Smart Thermostat?\\n\\nThe Vivint Smart Thermostat isn’t just about adjusting the temperature—it’s about creating a home that thinks for you. Seamlessly integrated with your security system, it automatically adjusts settings when you arm to “Away,” cutting energy waste without lifting a finger, as well as offering you these great features:\\n\\nAdjusts settings in sync with your security system—arming to “Away” triggers smart energy-saving automation.\\n\\nLearns and optimizes over time for ideal comfort and efficiency.\\n\\nConnects seamlessly through Wi‑Fi connectivity, the Vivint app, and voice assistants.\\n\\nAvailable with professional installation and setup from certified technicians. See details: Vivint Installation Services.\\n\\nFinal take: Energy-efficient living starts with Vivint\\n\\nSmart thermostats are more than gadgets—they’re central to energy-saving automation for your home. By combining geofencing, learning algorithms, and Wi‑Fi thermostat capabilities, the Vivint thermostat delivers comfort, convenience, and annual savings.\\n\\nReady to start? Book your professional installation or give us a call at 855.822.1220 today.\", \"url\": \"https://www.vivint.com/resources/article/how-much-money-a-smart-thermostat-will-actually-save-you\", \"with\": [\"Explore Vivint’s Smart Thermostat pricing and packages.\", \"Remote Wi‑Fi control. Manage the system via the Vivint app or voice commands to Google Assistant.\", \"Ready to start? Book your professional installation or give us a call at 855.822.1220 today.\"], \"without\": [\"Home Security Systems\", \"View Account\", \"Get a free quote today.\", \"You may also like:\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4263", "input": "https://www.vivint.com/products/doorbell-camera", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4263\", \"ground_truth_path\": \"source/test/ground-truth/4263.json\", \"ground_truth_sha256\": \"a27f4472eb31b1279cf2f4c407bbf5ed07b017f07dcc955c41e3c7a9c4f6d1c9\", \"html_path\": \"source/test/html/4263.html.gz\", \"html_sha256\": \"e5e47b24f85f20ac49b692ee263a5c274d050b6fa753aca08687afeb1f73165b\", \"page_type\": \"product\", \"reference\": \"Doorbell Camera Pro\\n\\nDOORBELL CAMERA PRO\\n\\nDon't just record crime, prevent it\\n\\nThe Doorbell Camera Pro doesn't just notify you when packages arrive. It's the only video doorbell camera that proactively protects them.\\n\\nAll systems include\\n\\nSMART DETECTION\\n\\nSmarter protection starts at your front door\\n\\nThe Doorbell Camera Pro features smart detection to distinguish people and packages from passing cars, reducing false alerts. With 1080p HDR video, a wide 180° field of view, and night vision, it captures clear footage day or night. Plus, two-way talk and a built-in deterrent help you stay in control of your doorstep from anywhere.\\n\\nSmart alerts + Smart Deter™\\n\\nSmarter alerts, fewer distractions\\n\\nSmart Deter™ uses AI + RADAR-powered detection to send a Smart Alert when it matters and responds with light and sound when it doesn't. Customize detection zones in the app for smarter coverage around your home.\\n\\n1. Smart alerts\\n\\nSmarter alerts, fewer distractions\\n\\nSmart Deter™ delivers more accurate person and vehicle detection, so you only get alerted for what matters.\\n\\n2. package tracking\\n\\nGet alerts right when deliveries arrive\\n\\nWith package detection, Smart Deter™ can help you stay on top of deliveries when a package is dropped off.\\n\\n3. smart deter™\\n\\nLights, camera, action\\n\\nWhen activity looks suspicious, Smart Deter™ can respond with light and sound to help discourage would-be thieves before they get comfortable.\\n\\nStop package theft before it happens\\n\\nUsing Smart Deter enhanced with computer vision chip technology, the Doorbell Camera Pro intuitively detects deliveries and lurkers. When the camera spots someone trying to take a package, it activates a bright LED ring and 90 dB speaker, letting the potential thief know they've been caught on camera.\\n\\n180° x 180° FIELD OF VIEW\\n\\nDon't settle for half the picture\\n\\nSee visitors' faces, and packages right under the doorbell with the Doorbell Camera Pro's 180°x180° field of view—the tallest and widest of any doorbell camera. It features powerful infrared night vision and crystal-clear 1664p HDR resolution. Unlike wireless video doorbell cameras that are battery powered, the Doorbell Camera Pro is wired to maintain constant connectivity, making it the most effective porch protection available.\\n\\nSpecs\\n\\nImage Sensor\\n\\n1664x1664p with 2x HDR\\n\\nMaximum video resolution\\n\\n1080p\\n\\nField of view\\n\\n180° x 180°\\n\\nConnectivity\\n\\n2.4/5GHz 802.11 b/g/n/ac band Wi-Fi / Bluetooth & NFC\\n\\nNight Vision\\n\\nHigh-powered IR LEDs (850nm)\\n\\nClip length\\n\\nEvent-based 10-90 seconds\\n\\nSpeaker\\n\\n90 dB\\n\\nMicrophone\\n\\nMicrophone + Ambient noise cancellation\\n\\nSize\\n\\n5.7 x 1.7 x 1.4 inches (132 x 43 x 35 mm)\\n\\nWeatherproof rating\\n\\nIP 33\\n\\nStill photographs\\n\\nHigh resolution digital color photos saved to your mobile device\\n\\nProtection plan\\n\\nThe Vivint Protection Plan* (VPP) offers ongoing support and coverage when you invest in a Vivint system.\\n\\nSKU\\n\\nVS-DBC350-WHT\\n\\nGTIN\\n\\n198715103632\\n\\nDoorbell Camera Pro\\n\\nDon't just record crime. Prevent it.\\n\\nSmart Deter\\n\\nLED light ring lets porch pirates know they've been spotted\\n\\n2-way talk, 1-way video\\n\\nAnswer your door from anywhere with two-way talk\\n\\nWide-angle lens\\n\\n180° x 180° for widest field of view\\n\\nKeep recording\\n\\nEven when your WiFi goes down keep recording with onboard recording\\n\\nSmart detection\\n\\nMonitor when a package is delivered and removed from your doorstep\\n\\nNight vision\\n\\nSee clearly day or night with built-in infrared night vision\\n\\nDetection zones\\n\\nKnow when someone's lurking in your customizable detection zones\\n\\nPlayback\\n\\nRecords 24/7 continuous video for up to 12 cameras, for up to 10 days\\n\\nBEST DOORBELL CAMERA\\n\\nCrystal clear night vision\\n\\nSee everything with a camera doorbell featuring built-in infrared night vision. Stream crisp door camera footage to your phone, day or night — anytime, every time.\\n\\nBEST DOORBELL CAMERA\\n\\nPorch pirates? Not a chance\\n\\nProtect your porch and packages. Only the best doorbell camera identifies porch pirates before they strike, deterring them with sound and an LED light ring.\\n\\nBEST DOORBELL CAMERA\\n\\nSmart detection, smart protection\\n\\nA camera doorbell with smart detection lets you customize detection zones and 2-way talk with people at your door — keeping your home and front entry safer and more secure.\\n\\nDELIVERY NOTIFICATIONS\\n\\nKnow when people and packages arrive\\n\\nWith enhanced detection capabilities, the Doorbell Camera Pro can distinguish people and packages from passing cars and swaying branches, so you'll only get notifications that matter.\\n\\nCustom Zones\\n\\nYou choose where it protects\\n\\nCustomizable surveillance zones allow Doorbell Camera Pro to protect your entire porch or just a specific part of it, eliminating false alarms triggered by pets and pedestrians.\\n\\n2-WAY TALK\\n\\nKnow when someone's there—and chat\\n\\nGet alerted when visitors arrive—even before they ring the bell—and answer your door from anywhere. With the Doorbell Camera Pro's 2-way talk and 1-way video features you can see and speak to whoever's on your doorstep with your phone and the Vivint app.\\n\\nDoorbell Chimes\\n\\nGood vibes, all the time.\\n\\nIf you have Playback DVR, you're entitled to Premium Chimes perks. Enjoy exclusive access to seasonal chimes and elevate your celebrations for every special occasion and holiday.\\n\\nVIVINT PLAYBACK™️\\n\\nCapture all the action with 24/7 recording\\n\\nA built-in SD card enables 24/7 recording with fast clip loading and scrubbing speed with less buffering when you view video. Sign up for Vivint Playback* and the camera records continuously for up to 10 days, even if the Wi-Fi goes down. And with Vivint Smart Clips and event markers, quickly and easily find the moments that matter.\\n\\nFrequently asked doorbell camera questions\\n\\nDo doorbell cameras need WiFi?\\n\\nTypically, yes. Most doorbell cameras are WiFi-enabled, which allows you to see the camera feed right from your phone as long as your doorbell is connected to your home's WiFi network. With the Vivint Doorbell Camera Pro:\\n\\n- A notification is sent to your smartphone when a visitor is detected\\n- You can speak directly to visitors right through your phone\\n\\nLearn more on choosing a wireless video doorbell camera.\\n\\nDo doorbell cameras record all the time?\\n\\nThe Vivint Doorbell Camera Pro records video any time the sensors detect a visitor. You can also set Custom Actions to record clips when your windows and doors are opened, doors are locked and unlocked at the keypad, when motion inside is detected, or when an alarm is triggered.\\n\\nLearn more on how and when doorbell cameras record.\\n\\nHow does the doorbell camera work?\\n\\nThe Vivint Doorbell Camera Pro works using a wireless connection. It integrates a number of features to bring you a safer smarter doorstep, including:\\n\\n- Live and recorded video\\n- A microphone and speaker with two-way talk\\n- Smart visitor and package detection\\n- Notifications sent right to your phone\\n\\nLearn more about how a doorbell camera works.\\n\\nHow does a doorbell camera improve my home security?\\n\\nThe Vivint Doorbell Camera Pro is one of the smallest and smartest outdoor cameras in the security market. A smart home system equipped with a doorbell camera allows you to track activity at your front door and stay aware of who comes and goes. The Vivint Doorbell Camera Pro also helps you:\\n\\n- See who's at the door without opening it.\\n- Monitor the door remotely when your kids are home alone.\\n- Capture and watch recordings to keep your doorstep safe.\\n\\nExplore the security benefits of installing a smart doorbell.\\n\\nHow does a doorbell camera make me more productive?\\n\\nToday's wireless doorbell is much more than a simple way to alert you to visitors. By showing you who is at your door—whether you're home, away, or don't want to be interrupted—a doorbell camera helps you make decisions about how to interact with the people who stop by. With the Vivint Doorbell Camera Pro you can:\\n\\n- Speak with visitors remotely with two-way talk\\n- Give delivery people instructions for leaving packages\\n- Call for help if you see something suspicious\\n\\nLearn more about the benefits of a WiFi doorbell camera.\\n\\nIs a doorbell camera worth it?\\n\\nAbsolutely. It's hard to put a price on the peace of mind and convenience of a doorbell camera— you can answer your door from anywhere, see and talk to whoever's there, and receive notifications on your smartphone alerting you of activity on your doorstep. A doorbell camera is truly an integral component of a home security system.\\n\\nThe Vivint Doorbell Camera Pro takes security and safety even further with its unique ability to detect package thieves and deter them using light and sound. Our doorbell camera doesn't just record packages being stolen. It proactively prevents the crime from ever occurring, which saves our customers money and time.\\n\\nLearn more about what our customers are saying about the doorbell camera.\\n\\nWhat is the best doorbell camera with a monitor?\\n\\nOne of the prime advantages of video doorbells is the capacity for remote monitoring, allowing you to stay connected with your home. This feature should not be confused with our Vivint 24/7 Monitoring team, which provides around-the-clock support in emergencies.\\n\\nThe best video doorbells offer a combination of remote and indoor monitoring, boasting excellent video quality to enhance your home security. These features include:\\n\\n- A wide-angle field of view, ensuring you can see your entire entryway.\\n- High-definition video quality that allows for clear identification of visitors.\\n- Night vision, providing detailed visibility both day and night.\\n- Video storage for recording and later viewing.\\n\\nThe Vivint Doorbell Camera Pro goes beyond, offering unique benefits. It stands as the only doorbell camera on the market proactively safeguarding your packages from theft. Notifying you upon package arrival, it enables quick retrieval. Additionally, it's equipped with Smart Deter technology, capable of detecting potential lurkers on your doorstep. Once detected, it activates a bright LED ring and a 90 dB speaker, promptly alerting potential intruders that they're under surveillance. See it in and our other products in action.\\n\\nWhat are the available add-ons for Vivint HomeProtect?\\n\\nYou can add additional door/window sensors, motion sensors, Doorbell Camera Pro, Chime Extenders, one smart lock, one Vivint Smart Thermostat, and if you purchase a Doorbell Camera Pro you can also add 24/7 recording with Vivint Playback DVR.\\n\\nWhy choose Vivint Doorbell Camera Pro?\\n\\nSee what makes it the best\\n\\nProtects packages using light and sound: Vivint Yes, ADT No, Google Nest No, Ring No, Arlo No, SimpliSafe No\\n\\n180x180 camera view: Vivint Yes, ADT No, Google Nest No, Ring No, Arlo Yes, SimpliSafe No\\n\\nPackage delivery notifications: Vivint Yes, ADT Yes, Google Nest Yes, Ring Yes, Arlo Yes, SimpliSafe No\\n\\nPerson detection with notifications and recording: Vivint Yes, ADT Yes, Google Nest Yes, Ring Yes, Arlo Yes, SimpliSafe No\\n\\n1080p HDR camera sensor: Vivint Yes, ADT Yes, Google Nest Yes, Ring Yes, Arlo Yes, SimpliSafe Yes\\n\\n(As of January 2026)\\n\\nWHY VIVINT\\n\\nTrusted installation, constant protection.\\n\\nChoose Vivint for professional installation and round-the-clock-monitoring.\\n\\nONE STOP SHOP\\n\\nVivint made, pro installed\\n\\nWe design and build our family of products in-house and our Smart Home Pros take care of home automation installation to ensure your devices connect and work together seamlessly.\\n\\nSUPPORT AND CARE\\n\\nIn your corner, every step\\n\\nOnce your system's up and running, we provide ongoing service support. And our monitoring team is available 24/7 to respond to alarms and help in an emergency.\\n\\nCombine products for even more benefits\\n\\nSmart Locks\\n\\nGarage door control\\n\\nOutdoor Camera Pro\\n\\nNever carry keys again\\n\\nLock up with the press of a button or right from the Vivint app. With smart locks, you can set your system to arm when you lock the door, and know who's coming and going with unique access codes.\\n\\nDelivered directly to your garage\\n\\nWhen deliveries arrive, use your Doorbell Camera Pro to greet delivery people, then open the garage door and tell them to place packages inside. Close the door, and know your package will stay dry and safe.\\n\\nSee outside\\n\\nProtect your property with a camera that actively deters lurkers with light and sound and sends you notifications so you always know what's happening outside your home.\\n\\nCustomer reviews\\n\\nReal doorbell camera reviews tell the true Vivint story\\n\\nRated 4.2 out of 5 based on\\n\\n14,215 reviews on\", \"url\": \"https://www.vivint.com/products/doorbell-camera\", \"with\": [\"Smarter protection starts at your front door\", \"Customizable surveillance zones allow Doorbell Camera Pro to protect your entire\", \"Give delivery people instructions for leaving packages\", \"Protect your property with a camera that actively deters lurkers with light and\", \"Protects packages using light and sound: Vivint Yes, ADT No\"], \"without\": [\"Home Security Systems\", \"Security Cameras\", \"All Security Cameras\", \"View Account\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4277", "input": "https://www.ecomobl.com/blog/how-fast-electric-skateboards-go/?srsltid=AfmBOoo42x2Hv31Uoe-nBdQUwdaZZT6sVC6k2eV7pqZXtbP_wrs9jgpA", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4277\", \"ground_truth_path\": \"source/test/ground-truth/4277.json\", \"ground_truth_sha256\": \"133421727d91ef7ca51988a7339287874db043341d627542dbec46c70af86e38\", \"html_path\": \"source/test/html/4277.html.gz\", \"html_sha256\": \"a1f0ec96db46251dc491be90eef0d0407009b2513550b17f63750c87201d4a82\", \"page_type\": \"article\", \"reference\": \"The introduction of electric skateboards, more popularly known as e-boards, has revolutionized the experience of skating. This portable mode of transport also helps make shorter journeys more enjoyable.\\n\\nThese electrically controlled skateboards are designed to help you get the most incredible speed. So if you wish to get from one point to another really fast, an e-board is just what you need!\\n\\nBut exactly how fast do electric skateboards go?\\n\\nThis article will present detailed information about electric skateboards, their speed, and factors that affect the speed, along with some safety precautions.\\n\\nHow Fast Do Electric Skateboards Go\\n\\nIn most urban places, it is now customary to try new modes of transportation. With the rise in popularity of skateboards, they have become a must-buy portable means of transport. Most people choose electric skateboards because of their affordability, convenience, and portability.\\n\\nHowever, the primary purpose of buying an electric skateboard is often just speed. So, whether you wish to race around for leisure or reach work on time, obviously, you’d want to go fast. So, how fast can an electric skateboard go?\\n\\nElectric skateboards go from 18 to 28 miles per hour (29-45 km/h). However, the top speed differs from model to model as various factors affect the speed of an electric skateboard.\\n\\nSome of the models can exceed the 40 miles per hour limit with improved wheels and motor power. Therefore, there isn’t a fixed average speed for every model. However, some high-quality electric skateboards can go beyond 40 mph.\\n\\nAverage Speed of Electric Skateboard\\n\\nThe speed depends on multiple factors: the components, specs, deck, motor power, wheel shape and size, the rider’s weight, etc. With these factors influencing the speed, some e-boards top 65 km/h. Therefore, if you compare them with traditional skateboards, they are faster for sure! But the average speed of every electric skateboard is around 18-28 mph.\\n\\nA wireless hand-held remote controls the speed. There are different kinds of remotes with thumbwheels or thumb sliders. You can select to slide the thumbwheel forward or in reverse for backward motion.\\n\\nThe rider’s body weight shifting between the front and rear of the board also controls the speed. The front of the board promotes forward motion while the back controls the brake. The tilting of the board directs it to the right and left.\\n\\n6 Fastest Electric Skateboards by Ecomobl\\n\\nHere is a list of the fastest skateboards on the Ecomobl.\\n\\nHybrid X5 4WD Mountain Board\\n\\nRange: 40-55 km | 25-34 miles(Rider: 65kg)\\n\\nMax speed: 55-65 km/h | 34-40 mph\\n\\nIncline: 47%-57% Gradient\\n\\nDimension: 125*51.5*34.5 cm | 49 x 20 x 13.6 in\\n\\nWeight: 32.2 kg | 71 lbs\\n\\nRider weight limit: 150 kg | 330 lbs\\n\\nCharge time: 3-6 hrs (with 8-amp charger)\\n\\nLight: Headlight, taillight\\n\\nRemote: Remote with screen\\n\\nPneumatic tires: 250mm x 76mm\\n\\nDeck: 100% Carbon Fiber Flexi Deck\\n\\nEcomobl M24 2WD Electric Skateboard\\n\\nRange: 40-45 km | 25-28 miles (Rider: 65kg)\\n\\nMax speed: 50-60 km/h | 28-37 mph\\n\\nIncline: 30%-40% Gradient\\n\\nDimension: 113*50*28 cm | 44.5 x 19.7 x 11 in\\n\\nWeight: 24.7 kg | 54.5 lbs\\n\\nRider weight limit: 150 kg |330 lbs\\n\\nCharge time: 3-4 hrs (with 4-amp charger)\\n\\nLight: Headlight, taillight, body lights\\n\\nRemote: Remote with screen\\n\\nWheel size: 200mm x 55mm\\n\\nDeck: 9 layer maple + 2 layer fiber glass\\n\\nEcomobl ET Pro 2WD Electric Longboard\\n\\nRange: 35-45 km | 25-28 miles(Rider: 65kg)\\n\\nMax speed: 48-55 km/h | 30-35 mph\\n\\nIncline: 25%-35% Gradient\\n\\nDimension: 40in x 15in x 6in\\n\\nWeight: 27 lbs\\n\\nRider weight limit: 330 lbs\\n\\nCharge time: 4-5 hrs (with 4-amp charger)\\n\\nLight: Headlight, taillight, body light\\n\\nRemote: Remote with screen\\n\\nWheel size: 180mm x 60mm\\n\\nDeck: 9 layer maple + 2 layer fiber glass\\n\\nEcomobl ET2 Pro All-Terrain Electric Longboard\\n\\nRange: 40-50 km | 25-30 miles(Rider: 65kg)\\n\\nMax speed: 48-55 km/h | 30-35 mph\\n\\nIncline: 30%-40% Gradient\\n\\nDimension: 44in x 18in x 8in\\n\\nWeight: 37 lbs\\n\\nRider weight limit: 330 lbs\\n\\nCharge time: 5 hrs (with 4-amp charger)\\n\\nLight: Headlight, taillight, sidelight\\n\\nRemote: Remote with screen\\n\\nWheel size: 180*60 mm\\n\\nDeck: 9 layer maple + 2 layer fiber glass\\n\\nRipper Pro (2WD & 4WD) Electric Skateboard\\n\\nRange: 40-50 km | 25-30 miles(Rider: 65kg)\\n\\nMax speed: 48-55 km/h | 30-35 mph\\n\\nIncline: 30%-40% Gradient\\n\\nDimension: 45in x 18in x 18in\\n\\nWeight: 39 lbs\\n\\nRider weight limit: 330 lbs\\n\\nCharge time: 4-5 hrs (with 4-amp charger)\\n\\nLight: Headlight, taillight\\n\\nRemote: Remote with screen\\n\\nWheel size: 8” wheels\\n\\nDeck: 9 layer maple + 2 layer fiber glass\\n\\nTelum 2WD Electric Mountain Board\\n\\nRange: 38-50 km | 25-30 miles(Rider: 65kg)\\n\\nMax speed: 48-55 km/h | 30-35 mph\\n\\nIncline: 30%-40% Gradient\\n\\nDimension: 45in x 18in x 18in\\n\\nWeight: 39 lbs\\n\\nRider weight limit: 300 lbs\\n\\nCharge time: 3-4 hrs (with 4-amp charger)\\n\\nLight: Headlight, taillight\\n\\nRemote: Remote with screen\\n\\nWheel size: 9” pneumatic tires\\n\\nDeck: 100% Carbon Fiber Deck\\n\\nCan You Make Your Electric Skateboard Speedier?\\n\\nSome technical factors, such as the build of your skateboard, play an essential role in making your e-board fast. However, there are some things that you can do to make your e-board go faster.\\n\\nFor instance, you will have to consider some factors such as harder wheels, battery, and voltage if you wish to make your e-board go faster.\\n\\nYou can increase the top speed by incorporating higher voltage batteries, bigger wheels, and tighter gearing.\\n\\n1. Bigger Wheels\\n\\nBigger wheels are faster as they tend to have a higher top speed. Plus, they have more momentum and tend to roll longer than smaller wheels.\\n\\nAlthough bigger wheels are harder to push, they roll for much longer. This feature helps with cruising, too.\\n\\nBesides this, low-quality urethane wheels sag as they have poor rebound and also roll slowly. In contrast, high-quality wheels are made from durable urethane and have a high rebound with a strong core.\\n\\n2. Hard Wheels\\n\\nA hard tire rolls faster while squishy tires slug along and lose momentum. They do not allow you to achieve a maximum speed.\\n\\nThe wheels absorb energy when they pound the road, so if you’re going fast, your squishy tire wouldn’t be able to support your speed. Since hard wheels have more rebound, they reflect as much energy as they get. So they accelerate and tend to maintain momentum.\\n\\n3. Steeper Roads\\n\\nHarder wheels reflect more road vibration. So road imperfections, such as bumps, might affect your speed.\\n\\nMoreover, road bumps reduce the momentum, slowing you down. Therefore, the rougher roads are considered undesirable for skating. So if you wish to go faster, it’s best to take a smoother road.\\n\\n4. More Aerodynamic\\n\\nAerodynamics makes a big difference when it comes to your speed on an electric skateboard. To get more aerodynamics, you need to reduce your surface area. It is the reason behind skateboarders bending when they aim for more speed.\\n\\nLike skating, the tucking position helps cut through the air. After that, you have to get your chest as close to your knee as possible to close off air pockets. Again, it may help increase your speed.\\n\\nSo changing the wheel size and quality, choosing a better and smoother terrain, being aware of aerodynamics, and positioning yourself may make a huge difference.\\n\\nFactors Affecting Your Electric Skateboard’s Speed\\n\\nSome contributing factors to your electric skateboard’s speed are the motor, rider’s weight and balance, and the shape and size of the wheels.\\n\\nThe material and the quality of the components also play an essential role in the speed of your e-board. For example, better quality components are durable and help you speed through rough terrains.\\n\\nThe most important factors that affect the electric skateboard’s speed are the motor and battery.\\n\\nMotor\\n\\nThe crucial factor that determines the speed of an electric skateboard is the ratio of power to weight. Since the motor is the heart of the skateboard, it plays a vital role in determining the range and speed that you can achieve.\\n\\nFor example, if you want to achieve a maximum speed of 25 mph, you’ll need to upgrade the motor and power. It is why people recommend buying skateboards with durable and powerful motors.\\n\\nThe size of the motor and the power are directly proportional to the speed of your skateboard. Therefore, skateboards with larger motors will always be faster.\\n\\nBattery and Voltage\\n\\nFor high-end electric skateboards, the battery’s importance cannot be overstated.\\n\\nThe battery’s power output is an essential factor that affects the speed of your electric skateboard, as the power output of the battery determines how much power is supplied to the motor. In addition, it changes how much power is sent to the wheels.\\n\\nThe more you use your motor, the faster you will go. However, this will also use up more energy. So when the battery begins to drain, the motor becomes less powerful, and you experience a voltage sag when accelerating.\\n\\nIn addition to this, the electric skateboard’s motor is built to use lithium-ion batteries. These batteries require a single charge. Therefore, a low battery percentage might affect the speed of your skateboard.\\n\\nTo combat this issue, make sure that your battery is fully charged before you try to achieve the maximum speed limit.\\n\\nFinal Thoughts\\n\\nElectric skateboards have completely transformed how we move, offering speed, convenience, and excitement all in one ride. While most e-boards average between 18 and 28 mph, some high-performance models, like those from Ecomobl, can push well past 40 mph.\\n\\nYour actual speed depends on factors such as motor power, battery capacity, wheel type, rider weight, and even road conditions. And while it’s tempting to chase maximum speed, it’s important to balance performance with safety.\\n\\nWith the right board, setup, and precautions, you can enjoy the thrill of fast rides while staying safe and in control.\", \"url\": \"https://www.ecomobl.com/blog/how-fast-electric-skateboards-go/?srsltid=AfmBOoo42x2Hv31Uoe-nBdQUwdaZZT6sVC6k2eV7pqZXtbP_wrs9jgpA\", \"with\": [\"These electrically controlled skateboards are designed to help you get the most incredible speed. So if you\", \"Deck: 9 layer maple + 2 layer fiber glass\", \"The wheels absorb energy when they pound the road, so if you’re going fast, your squishy tire wouldn’t be\", \"Your actual speed depends on factors such as motor power, battery capacity, wheel type, rider weight, and\"], \"without\": [\"Off-Road Electric Skateboard Series\", \"M24 ( 2WD )\", \"M24 PRO ( 4WD )\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4291", "input": "https://www.lulus.com/categories/6301_449/casual-dresses.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4291\", \"ground_truth_path\": \"source/test/ground-truth/4291.json\", \"ground_truth_sha256\": \"c212b2a46b296752176150d5777de6f6f2d33c2b68a36f84c7845253b1707883\", \"html_path\": \"source/test/html/4291.html.gz\", \"html_sha256\": \"9e2165805f7bf58d7d6696703ea5d574e835ac37fb3039e8ad3e0f34c0819017\", \"page_type\": \"collection\", \"reference\": \"664 Styles\\n\\nList of Casual Dresses containing 664 styles.\\n\\n1 Color\\n\\nShya Blue and White Striped Crochet Lace Midi Dress\\n\\n$79\\n\\n3 Colors\\n\\nLulus Essentially Sweet Washed Hot Pink Ribbed Sleeveless Midi Dress\\n\\n$69\\n\\n2 Colors\\n\\nLulus Exceptionally Pristine Green and Cream Striped Cutout Midi Dress\\n\\n$59\\n\\n1 Color\\n\\nLulus Adorable Impression White and Blue Midi Dress With Pockets\\n\\nOld price\\n$79\\n\\nNew price $63.20\\n\\nwith code DEALS20\\n\\n4 Colors\\n\\nLulus Absolute Edge Orange Sleeveless Two-Piece Bodycon Midi Dress\\n\\n$72\\n\\n1 Color\\n\\nLulus Charming Presence Light Blue Chambray Mini Dress With Pockets\\n\\n$69\\n\\n1 Color\\n\\nLulus Clarissa Light Mint Tie-Back Mini Dress\\n\\n$55\\n\\n4 Colors\\n\\nLulus Breeze By Green Striped Tie-Back Mini Dress With Pockets\\n\\n$75\\n\\n2 Colors\\n\\nLulus Exceptionally Pristine Brown and Cream Striped Cutout Midi Dress\\n\\n$59\\n\\n2 Colors\\n\\nLulus Feeling the Best Navy Striped Tie-Back Midi Dress with Pockets\\n\\nOld price\\n$79\\n\\nNew price $63.20\\n\\nwith code DEALS20\\n\\n3 Colors\\n\\nLulus Chic Ease Navy Blue Sleeveless Mini Dress\\n\\n$49\\n\\n1 Color\\n\\nO'Neill Miranda White Multi Geometric Print Midi Dress\\n\\n$58\\n\\nof 12\\n\\nCasual Dresses\\n\\nTrendy and Casual Dress\\n\\nIf you can rock a dress, then why wouldn't you? They're pretty standard for special occasions, but truthfully, we'll take any opportunity to slip into our favorite one-and-done frock. That's why we keep our shop stocked with tons of casual dresses that will make any day better. Whether you're heading to the beach or the park, or you're simply looking for something you can sport while running weekend errands or brunching, you've come to the right place — so let's keep it casual.\\n\\nOur collection of casual dresses for women currently includes must-haves like drawstring-waist dresses, tiered babydoll styles, button-front dresses, puff sleeve dresses, and mini dresses in breezy fabrics like cotton and linen blends. If you prefer a fitted shape, choose an easy style like a jersey t-shirt dress or ribbed tank dress (just add sneakers or flat sandals!). Prints like stripes, ditsy floral prints, gingham, denim, and tie dye all add to the laid-back vibe, as well. The less structured the dress is, the more casual it feels. Fashionably unfussy? That's you.\", \"url\": \"https://www.lulus.com/categories/6301_449/casual-dresses.html\", \"with\": [\"List of Casual Dresses containing 664 styles.\", \"Lulus Adorable Impression White and Blue Midi Dress With Pockets\", \"Lulus Exceptionally Pristine Brown and Cream Striped Cutout Midi Dress\", \"If you can rock a dress, then why wouldn't you? 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The Container Store's assortment of home office storage solutions can help clear your workspace (as well as your mind), boosting your productivity and creating a more multifunctional space. Our comprehensive range of office bestsellers includes:\\n- Desktop organizers available in elegant finishes such as wood, acrylic, and stainless steel.\\n- Filing cabinets and paper storage totes to keep your documents from getting out of control.\\n- Drawer organizers that help keep all of your office supplies tidy.\\n- Adhesive labels that allow you to customize your home storage systems.\\n- Cord control and tech accessories that prevent your device's cables from becoming a tangled mess.\\n- Message and bulletin boards for posting notes or favorite photos.\\n- Notebooks, planners and calendars for maintaining an organized schedule.\\n- Craft and hobby storage containers for organizing everything from sewing needles to scrapbooking supplies.\\n- Rolling storage carts that allow you to create easily customizable mobile storage units.\\n- Desks and office chairs that provide a more comfortable working experience.\\n- Trash cans for your paper waste.\\nWe can also create a custom office storage solution for you using our Elfa or Preston product lines.\\n\\nHow can I choose the right organization products for my home office or workspace?\\n\\nConsider the size of your workspace, the type of work you do, and what items you need to have within reach. Our product descriptions offer insights into how each item can be used, and our customer service team is always ready to help you make the perfect choice for your needs.\\n\\nDo you offer solutions for small workspaces?\\n\\nAbsolutely! We specialize in space-saving solutions like modular desks, stackable storage, and wall-mounted organizers that are perfect for small offices or home workspaces. You can maximize your space without sacrificing functionality.\\n\\nAre there customizable office organization options available?\\n\\nYes, we offer customizable solutions such as adjustable shelving, desks, and components that can be combined to fit your specific workspace and organizational needs. This allows you to create a setup that's tailor-made for your space and workflow. Click here to schedule a free custom design consultation!\\n\\nWhat are some basic DIY office organization and productivity tips?\\n- Wherever possible, declutter and go paperless to prevent messiness and waste.\\n- Choose a comfortable, ergonomic office chair suitable for long hours of sitting.\\n- Consider the location and style of your office when selecting the right storage system. For example, if your office space is in your living room, you may want to choose storage options that coordinate with the rest of your home decor.\\n- Place your device chargers and other tech items in an easily accessible area where the cords are contained and clearly labeled.\\n- For long-term paper storage—especially tax time storage—choose a portable plastic storage box or caddy that can be hauled from your closet to your workspace with ease.\\n- Seek out underutilized areas with a lot of storage potential find a way to use it wisely. For instance, adding an overdoor storage rack to the back of a door or a small shelving unit to an empty corner greatly increases your space's storage possibilities.\\n- Be sure to keep a water bottle nearby to stay hydrated throughout the day.\\n\\nHow do I maintain and clean my office organization products?\\n\\nMost storage products can be easily cleaned with a soft, damp cloth. For specific materials or products, maintenance instructions are provided on our website or can be obtained from our customer service. Regular cleaning and maintenance will keep your office organization solutions looking great for years to come.\\n\\nWhat is The Container Store's return policy on office organization products?\\n\\nYour satisfaction is our priority. If you're not happy with your purchase, please review our return policy detailed on our website, or contact our customer service team for assistance. Returns are accepted within a certain timeframe, with terms varying by product.\\n\\nDo office organization products come with a warranty?\\n\\nMany of our office organization products come with a manufacturer's warranty. Warranty details, including duration and coverage, vary by product and are available on our product information pages or by contacting customer service.\\n\\nCheck out our Projects & Inspiration page for even more office organization ideas!\", \"url\": \"https://www.containerstore.com/s/office/1\", \"with\": [\"available in elegant finishes such as wood, acrylic, and stainless steel.\", \"We can also create a custom office storage solution for you using our Elfa or Preston product lines.\", \"Place your device chargers and other tech items in an easily accessible area where the cords are contained and clearly labeled.\", \"Many of our office organization products come with a manufacturer's warranty.\"], \"without\": [\"Elfa Closet Designer\", \"Customer Photos\", \"Containers Stories Blog\", \"Sign In\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4351", "input": "https://www.johnsonfitness.com/?srsltid=AfmBOor685Ok1YrOSXGR24yojfABZsMVE0bMEsIclHNrE4i5255qGiF1", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4351\", \"ground_truth_path\": \"source/test/ground-truth/4351.json\", \"ground_truth_sha256\": \"06f5a18e0efac305274b43583b8f26156b9511c72e10786a95e5610bfbfb6dea\", \"html_path\": \"source/test/html/4351.html.gz\", \"html_sha256\": \"933df4457b7ddeee41ad93e8ebd66dbd430977f715d8195ab60c4fb58926a51d\", \"page_type\": \"collection\", \"reference\": \"Spring Performance Sale\\n\\nGet premium performance for less—plus free delivery and professional assembly included on all Matrix treadmills.\\n\\nSave up to an extra $800\\n\\nFree delivery and assembly\\n\\nShop Treadmills\\n\\nSpring Savings\\n\\nMore Spring Special Offers\\n\\nSpring Sale\\n\\nElevated Savings on Force USA Gyms\\n\\nReceive free weight plates on select All-in-one Gyms\\n\\nShop Sale\\n\\nNew\\n\\nPeloton's New Cross Training Series\\n\\nSee the new ear of fitness powered by Peloton IQ.\\n\\nShop Now\\n\\nSpring Sale\\n\\nTonal 2 Limited-Time Offers\\n\\nClaim savings on the next-generation smart gym.\\n\\nShop Sale\\n\\nSpring Sales Event\\n\\nSave up to an extra $200\\n\\nUse code MARCH26 to save up to an extra $200 on qualifying products.\\n\\nThe New Peloton Cross Training Series\\n\\nDesigned for endless ways to move\\n\\nThe new Cross Training Series was made to make every workout personal to you.\\n\\nNew Peloton Cross Training Bike+\\nPowered by Peloton IQ\\n\\nYour complete training partner, built for cardio, strength, and beyond\\n\\nShop Peloton Bike+\\n\\nNew Peloton Cross Training Tread+\\nPowered by Peloton IQ\\n\\nPeloton's most advanced Tread yet, for cardio and strength-training tailored to you\\n\\nShop Peloton Tread+\\n\\nNew Peloton Cross Training Tread\\n\\nYour essential partner for a well-rounded routine, on or off the tread\\n\\nShop Peloton Tread\\n\\nNew\\n\\nTonal 2 Smart Gym\\n\\nStrength Meets Convenience\\n\\nFrom beginner to advanced, the Tonal 2 Smart Gym gives you the tools to train harder, recover smarter, and achieve results you can see and feel.\\n\\nFree Smart Accessories Bundle with purchase\\n\\nWherever You Train, We're There\\n\\nWith more dedicated fitness stores worldwide than any other brand, Johnson Fitness & Wellness stands as the global leader in connecting people to better health through expert service, local support, and premium fitness equipment.\\n\\n- Largest number of physical specialty retail stores worldwide (2025 April Futuresource Assessment)\\n\\nSpring Sale\\n\\nForce USA Home Gym Sale\\n\\nDuring our New Year's Force USA Home Gym Sale, get up to 245 lbs of free weight plates + free olympic bar with select Force USA all-in-one home gyms.\\nUp to 245 lbs of free weight plates\\nFree Olympic Bar\\n\\nShop All\\n\\nForce USA C10 All-In-One Trainer\\n\\n$ 4,499.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nForce USA C20 All-In-One Trainer\\n\\n$ 6,499.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nForce USA G3 All-In-One Trainer\\n\\n$ 1,999.99\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave Smarter. Train Better.\\n\\nExperience flexible financing and exclusive savings options built to support your fitness and wellness investment with confidence.\\n\\nBuy now, pay later without the fees\\n\\nMakes it easy to plan your purchase with extended payment plans. Financing available with qualified credit.\\n\\nLearn more\\n\\nPay with HSA/FSA through Flex\\n\\nBuy eligible fitness equipment and wellness products with pre-tax dollars.\\n\\nLearn more\\n\\nSpecial Pricing for Those Who Serve\\n\\nVerify your eligibility via GOVX for special discounts. Use the GOVX ID button in cart to verify your status.\\n\\nLearn more\\n\\nLast Lap Clearance\\n\\nFloor Model Sale\\n\\nScore unbeatable deals on select massage chair and fitness equipment floor models—save up to 60% while supplies last.\\n\\nShop All\\n\\nNordicTrack Commercial S22i Studio Cycle\\n\\n$1,999.00\\n\\n$ 1,299.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSynca JP1100 4D Massage Chair\\n\\n$10,999.99\\n\\n$ 9,999.99\\n\\nHSA / FSA eligible\\nLearn more\\n\\nBowFlex Treadmill 22\\n\\n$3,599.00\\n\\n$ 1,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nNordicTrack Elite Treadmill 32-inch\\n\\n$4,999.00\\n\\n$ 1,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nHoist V4 Elite Home Gym\\n\\n$4,220.00\\n\\n$ 2,699.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nHoist Leg Press Hack Combo\\n\\n$2,445.00\\n\\n$ 1,599.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale\\n\\nLimited Time Offers\\n\\nSpring Sale & Offers\\n\\nSpring Sale\\n\\nBowFlex Fitness Sale\\n\\nTake up to $1,600.00 off select Bowflex machines and upgrade your home fitness setup for less. Plus, additional New Year's savings on select products.\\nUp to an extra $400 off with code\\n\\nShop All\\n\\nSpring Sale, Save $100 with code MARCH100\\n\\nBowFlex T9 Treadmill\\n\\n$2,999.00\\n\\n$ 1,799.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale, Save $100 with code MARCH100\\n\\nBowFlex T16 Treadmill\\n\\n$3,499.00\\n\\n$ 2,299.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale, Save $100 with code MARCH100\\n\\nBowFlex T6 Treadmill\\n\\n$1,999.00\\n\\n$ 1,299.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale, Save $500 with code MARCH500\\n\\nBowflex Xtreme 2 SE Home Gym\\n\\n$ 1,499.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nBowFlex Revolution Home Gym\\n\\n$ 2,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale, Save $300 with code MARCH300\\n\\nBowflex Max Trainer M6\\n\\n$1,999.00\\n\\n$ 1,299.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nBowFlex BXT8J Treadmill\\n\\n$1,699.00\\n\\n$ 1,299.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale, Save $100 with code MARCH100\\n\\nBowFlex C6 Bike\\n\\n$ 999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale, Save $200 with code MARCH200\\n\\nBowFlex Max Trainer M9\\n\\n$2,599.00\\n\\n$ 1,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nBowFlex Treadmill 22\\n\\n$3,599.00\\n\\n$ 2,799.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale, Save $500 with code MARCH500\\n\\nBowFlex Max Total 16\\n\\n$3,199.00\\n\\n$ 2,499.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nBowFlex Power Rod 100 lb. Upgrade - 210 to 310 lbs.\\n\\n$ 129.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nBowFlex Power Rod 100 lb. Upgrade - 310 to 410 lbs.\\n\\n$ 129.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nBowFlex Treadmill 22\\n\\n$3,599.00\\n\\n$ 1,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nBowFlex SelectTech DB Stand with Media Rack\\n\\n$ 179.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale\\n\\nSTEPR Stair Climbers Sale\\n\\nGet up to $1,000.00 off select STEPR climbers engineered for smooth, durable, full-body cardio. Plus, additional New Year's savings on select products.\\nUp to an extra $200 off with code\\n\\nShop All\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nSTEPR PRO+\\n\\n$6,999.00\\n\\n$ 6,750.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSTEPR Classic\\n\\n$4,299.99\\n\\n$ 3,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSTEPR+\\n\\n$ 4,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nSTEPR PRO Classic\\n\\n$5,999.00\\n\\n$ 5,750.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSTEPR XL Classic\\n\\n$9,999.00\\n\\n$ 8,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSTEPR Ultimate Accessory Pack\\n\\n$ 549.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSTEPR XL+\\n\\n$10,999.00\\n\\n$ 9,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale\\n\\nRun & Relax Bundles\\n\\nSave up to $2,499.00 with purchase of select combinations of treadmills and massage chairs. Limited time only.\\n\\nShop All\\n\\nHorizon Run & Relax Bundle\\n\\n$6,498.00\\n\\n$ 3,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale\\n\\nFree delivery and assembly on select massage chairs\\n\\nSave up to $5,000.00. With the best selection of high-quality Japanese massage chairs, you're sure to find the right fit. Plus, additional New Year's savings on select products.\\nFree Delivery & Assembly\\nSave up to $2,500\\n\\nShop All\\n\\nFujiiryoki Cyber Relax AI 5D Ultra Premium Massage Chair (JP4000)\\n\\n$11,999.99\\n\\n$ 10,999.99\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSynca JP3000 5D AI Ultra Premium Massage Chair\\n\\n$11,999.99\\n\\n$ 10,999.99\\n\\nHSA / FSA eligible\\nLearn more\\n\\nDCore 2 Ultra Premium Massage Chair\\n\\n$16,999.99\\n\\n$ 14,999.99\\n\\nHSA / FSA eligible\\nLearn more\\n\\nOsaki JP-Nexus 4D Massage Chair\\n\\n$11,999.00\\n\\n$ 6,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nDCore Stratus-JP Massage Chair\\n\\n$13,000.00\\n\\n$ 11,499.99\\n\\nHSA / FSA eligible\\nLearn more\\n\\nOHCO M.8 NEO LE Massage Chair\\n\\n$ 18,000.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSynca JP1100 4D Massage Chair\\n\\n$10,999.99\\n\\n$ 9,999.99\\n\\nHSA / FSA eligible\\nLearn more\\n\\nDCore Cirrus-JP Massage Chair\\n\\n$13,999.99\\n\\n$ 12,999.99\\n\\nHSA / FSA eligible\\nLearn more\\n\\nKOYO 303TS Massage Chair\\n\\n$8,999.00\\n\\n$ 7,499.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nHuman Touch Perfect Chair® 610 Omni-Motion Classic - Supreme\\n\\n$4,999.00\\n\\n$ 4,499.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nOHCO M.8 NEO Massage Chair\\n\\n$ 14,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nHuman Touch Perfect Chair® 610 Omni-Motion Classic - Performance\\n\\n$4,499.00\\n\\n$ 3,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nHuman Touch Perfect Chair® PC PRO\\n\\n$ 2,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nOsaki Ziva Massage Chair\\n\\n$5,999.00\\n\\n$ 3,499.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nHuman Touch Perfect Chair® 610 Omni-Motion Classic - Comfort\\n\\n$3,599.00\\n\\n$ 3,099.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale\\n\\nTop-Selling Home Gyms\\n\\nSave up to $1,900.00 on our most popular home gyms and functional trainers. Plus, additional New Year's savings on select products.\\nUp to an extra $200 off with code\\n\\nShop All\\n\\nMatrix FTR30 Functional Trainer\\n\\n$3,899.00\\n\\n$ 1,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nInspire Fitness FT-1 Functional Trainer\\n\\n$ 3,399.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nHoist Mi1 Home Gym\\n\\n$ 2,690.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nBodycraft HFT Pro Functional Trainer\\n\\n$ 2,899.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nInspire Fitness M3 Multi Gym\\n\\n$ 4,599.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nHoist Mi7 Smith Functional Training System\\n\\n$ 9,410.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale\\n\\nNordicTrack Cardio Sale\\n\\nSave up to $800.00 on popular NordicTrack treadmills and bikes. Plus, additional New Year's savings on select products.\\nUp to an extra $200 off with code\\n\\nShop All\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nNordicTrack Commercial 1750 Treadmill (2024 model)\\n\\n$ 2,499.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nNordicTrack Commercial 1250 Treadmill (2024 model)\\n\\n$1,999.00\\n\\n$ 1,799.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nNordicTrack New Commercial 2450 Treadmill\\n\\n$2,999.00\\n\\n$ 2,799.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nNordicTrack New Commercial 1750 Treadmill\\n\\n$2,499.00\\n\\n$ 2,299.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nNordicTrack New Commercial 1250 Treadmill\\n\\n$ 1,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nNordicTrack X24 Incline Treadmill\\n\\n$3,999.00\\n\\n$ 3,199.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nNordicTrack X16 Incline Treadmill\\n\\n$3,499.00\\n\\n$ 2,899.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nNordicTrack T Series 10 Treadmill\\n\\n$1,799.00\\n\\n$ 1,699.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nNordicTrack T Series 16 Treadmill\\n\\n$1,999.00\\n\\n$ 1,799.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nNordicTrack Ultra 1 Treadmill\\n\\n$ 15,000.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nNordicTrack Ultra 3 Treadmill\\n\\n$ 6,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nNordicTrack Commercial S22i Studio Cycle (2022 model)\\n\\n$ 1,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nNordicTrack New X24 Bike\\n\\n$2,799.00\\n\\n$ 2,299.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nNordicTrack New 24 Studio Bike\\n\\n$2,299.00\\n\\n$ 1,799.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nNordicTrack Tour De France Bike\\n\\n$3,299.00\\n\\n$ 2,499.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale\\n\\nHorizon Treadmill Sale\\n\\nSave up to $1,100.00 on popular Horizon treadmills. Plus, additional New Year's savings on select products.\\nUp to an extra $100 off with code\\n\\nShop All\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nHorizon 7.0 AT Treadmill\\n\\n$2,199.00\\n\\n$ 1,099.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSave $50-$200 on orders $1k+ with code MARCH26\\n\\nHorizon 7.4 AT Treadmill\\n\\n$2,399.00\\n\\n$ 1,799.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nSpring Sale, Save $100 with code MARCH100\\n\\nHorizon 7.8 AT Treadmill\\n\\n$2,499.00\\n\\n$ 1,999.00\\n\\nHSA / FSA eligible\\nLearn more\\n\\nWelcome to the Home of Fitness.\\n\\nWe're here to empower your fitness and well-being in everything we do.\\n\\nVisit one of our 100+ retail showrooms.\\n\\nWe're dedicated to helping you live a healthier lifestyle. Achieve your fitness and wellness goals with our personalized approach and quality equipment. Let us help you find the right equipment that fits your needs.\\n\\nFind a Store\\n\\nWe're more than just home fitness.\\n\\nMassage & Wellness\\n\\nRid everyday stress, improve muscle recovery and fatigue.\\n\\nCommercial Fitness\\n\\nOur experienced commercial fitness experts will exceed your expectations.\", \"url\": \"https://www.johnsonfitness.com/?srsltid=AfmBOor685Ok1YrOSXGR24yojfABZsMVE0bMEsIclHNrE4i5255qGiF1\", \"with\": [\"Free delivery and assembly\", \"Spring Sale, Save $300 with code MARCH300\", \"Save $50-$200 on orders $1k+ with code MARCH26\", \"We're dedicated to helping you live a healthier lifestyle. Achieve your fitness\"], \"without\": [\"All Home Fitness\", \"Current Sales\", \"Treadmill Savings\", \"Tonal 2 Smart Gym Savings\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "4352", "input": "https://www.samsclub.com/are-you-human?url=L2NwL3Nwb3J0cy1lcXVpcG1lbnQtZml0bmVzcy1lcXVpcG1lbnQvMTg4OA==&uuid=83d15cf3-2036-11f1-8173-a766063edaa9&vid=&g=b", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4352\", \"ground_truth_path\": \"source/test/ground-truth/4352.json\", \"ground_truth_sha256\": \"b8a8c3ff519e81fb24ccffc758d3b94739d2bc8f7194962289db919b3b288667\", \"html_path\": \"source/test/html/4352.html.gz\", \"html_sha256\": \"bf1bcb87ee5abc8a448da53dee501db24ddad0139e31e1b4e537ca4b8b416bc8\", \"page_type\": \"listing\", \"reference\": \"Let us know you're human (no robots allowed)\", \"url\": \"https://www.samsclub.com/are-you-human?url=L2NwL3Nwb3J0cy1lcXVpcG1lbnQtZml0bmVzcy1lcXVpcG1lbnQvMTg4OA==&uuid=83d15cf3-2036-11f1-8173-a766063edaa9&vid=&g=b\", \"with\": [\"Let us know you're human (no robots allowed)\"], \"without\": [\"Help center\", \"California privacy rights\", \"Sam's West, Inc. All rights reserved.\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4360", "input": "https://www.gardenersedge.com/c/garden-accessories?srsltid=AfmBOopLGhkHNpgvrN2cdQEMATUyC6k9BmWoL0hwZKnDZY2fjzp1opYK", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4360\", \"ground_truth_path\": \"source/test/ground-truth/4360.json\", \"ground_truth_sha256\": \"c016df24dddd5af37f1ce229af0baf7c5153089d4d97e29d55fedca01a228e4f\", \"html_path\": \"source/test/html/4360.html.gz\", \"html_sha256\": \"ac06dfc7ae56c70afcd730293b29456d1d681b5cac27294cb4f357546ec563e0\", \"page_type\": \"collection\", \"reference\": \"Want a wide selection of garden accessories to help green thumbs tackle projects in the backyard? From garden kneelers & back savers to tools for planting & harvesting, Gardener's Edge is the best place to find garden supplies from trusted industry brands.\\n\\n100% Leonard Grow Bags Bundles of 10\\n\\n$18.63\\n\\n91% Natural Wood Pot Stakes\\n\\n$73.62\\n\\n70% Felco 980 Lubricant Spray 1.89oz. Can\\n\\n$19.45\\n\\n97% Leonard Waterproof Kneeling Pad, 7in x 16in\\n\\n$17.13\\n\\n63% Garden Kneeler and Bench with Tool Pouch\\n\\n$30.19\\n\\n$28.49\\n\\n95% Seed Packet Plant Markers, 3-Pack\\n\\n$10.49\\n\\nPot Stake Natural Wood 10in x 7/8in 250 pack\\n\\n$75.70\\n\\n100% Knee Mat, Size Medium, 15in x 20in by A.M. Leonard\\n\\n$22.11\\n\\n90% Knife & Tool Sharpener by A.M. Leonard\\n\\n$16.95\\n\\n100% Quick Sharpener Tool by Corona\\n\\n$15.10\\n\\nTuff Flex Tub 12 Gallon Yellow\\n\\n$27.22\\n\\nEarthshaker Hand Spreader\\n\\n$22.28\\n\\n100% Tuff Flex Tub 7 Gallon Orange\\n\\n$23.18\\n\\n100% Tecnu Poison Ivy Prevention Cleansing Treatment 12oz.\\n\\n$19.70\\n\\nTuff Flex Tub 12 Gallon Black\\n\\n$27.22\\n\\nWhether you‘re a gardening rookie or you‘ve got decades of experience in the soil, garden kneelers and back savers are must-haves for gardeners of all ages. We stock a wide variety of kneeling pads and garden seats and scooters to help you stay comfortable during long hours in the yard. Between potting plants, pulling weeds, and preparing soil, a gardener‘s body can take quite a beating. Give yourself a comfortable boost and shop our convenient and portable garden accessories.\\n\\nBeyond garden kneelers, we‘ve got a great selection of tool sharpeners and cleaners, TubTrugs, grow bags, health and safety products, and other gardening accessories for your tool shed. We stock trusted gardening brands like Felco, ARS, Leonard, Rubbermaid, Elvex, and more—all at affordable prices you won‘t want to miss. If you‘re looking for unique and affordable everyday garden accessories, you‘re in the right place. Backed by over a century of landscaping experience from our parent company A.M. Leonard, Gardener‘s Edge is your first and last stop for all things gardening. Shop our garden accessories today, and be sure to check out our broader garden tools categories as well!\", \"url\": \"https://www.gardenersedge.com/c/garden-accessories?srsltid=AfmBOopLGhkHNpgvrN2cdQEMATUyC6k9BmWoL0hwZKnDZY2fjzp1opYK\", \"with\": [\"70% Felco 980 Lubricant Spray 1.89oz. Can\", \"63% Garden Kneeler and Bench with Tool Pouch\", \"90% Knife & Tool Sharpener by A.M. Leonard\", \"Whether you‘re a gardening rookie or you‘ve got decades of experience in the soi\"], \"without\": [\"Gardening Tools\", \"Edging Tools\", \"Garden Forks\", \"Garden Grabbers\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4368", "input": "https://www.grimdarkmagazine.com/the-best-fantasy-horror-and-sci-fi-books-of-2025/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4368\", \"ground_truth_path\": \"source/test/ground-truth/4368.json\", \"ground_truth_sha256\": \"c68aa3032a7fecda67abfff23844d8ba209eb76ed502a40b09857f6d3269d79b\", \"html_path\": \"source/test/html/4368.html.gz\", \"html_sha256\": \"76ceb1d541c794a53feb0795130439977c832d3cac73e55dfc611a8292bb5743\", \"page_type\": \"article\", \"reference\": \"It’s that time of the year for us to gather around a fire and talk about our favorite books of the year! Pour an egg-nog, grab the cookies, and get a towel as we go through the best fantasy, horror, and sci-fi books of 2025 as picked by the team here at Grimdark Magazine.\\n\\nStrength of the Few by James Islington\\n\\nPicked by Z.B.\\n\\nWildly ambitious and with so many jaw-dropping scenes and wonderful thematic work, Islington’s The Strength of the Few is my book of the year for 2025. Leading off from the incredible The Will of the Many, Vis’ adventure triples in complexity and scope, and Islington is leading all the threads on a triumphant and bold journey.\\n\\nWhile the main strength of this novel is in its plot, the philosophical debates and powerful statements are more than welcome additions. Deep thoughts are beautifully stated, and this book promises to be the book 2 of an all time series.\\n\\nRead our full review here.\\n\\nAbout The Strength of the Few\\n\\nOMNE TRIUM PERFECTUM\\n\\nThe Hierarchy still call me Vis Telimus. Still hail me as Catenicus. They still, as one, believe they know who I am.\\n\\nBut with all that has happened—with what I fear is coming—I am not sure it matters anymore.\\n\\nI am no longer one. I won the Iudicium, and lost everything—and now, impossibly, the ancient device beyond the Labyrinth has replicated me across three separate worlds. A different version of myself in each of Obiteum, Luceum, and Res. Three different bodies, three different lives. I have to hide; fight; play politics. I have to train; trust; lie. I have to kill; heal; prove myself again, and again, and again.\\n\\nI am loved, and hated, and entirely alone.\\n\\nAbove all, though, I need to find answers before it’s too late. To understand the nature of what has happened to me, and why.\\n\\nI need to find a way to stop the coming Cataclysm, because if all I have learned is true, I may be the only one who can.\\n\\nRead The Strength of the Few\\n\\nGrave Empire by Richard Swan\\n\\nPicked by Matt\\n\\nThis epic return to the Empire of the World setting, set 200 years later, brings us to a time of turmoil and upheaval. The ambassador to merfolk must face these terrifying creatures to seek their help against an even more ominous threat from the afterlife. Given they are no friend to her empire, and in some ways seem more like Lovecraftian horrors than Little Mermaid types, the ambassador has her work cut out for her. The story also follows a soldier sent to a jungle outpost to guard the empire’s outer colony against a rival empire, in what felt like an epic, horror version of the European conquest of the New World.\\n\\nRead our full review here.\\n\\nAbout Grave Empire\\n\\nBlood once turned the wheels of empire. Now it is money.\\n\\nA new age of exploration and innovation has dawned, and the Empire of the Wolf stands to take its place as the foremost power in the known world. Glory and riches await.\\n\\nBut dark days are coming. A mysterious plague has broken out in the pagan kingdoms to the north, while in the south, the Empire’s proxy war in the lands of the wolfmen is weeks away from total collapse.\\n\\nWorse still is the message brought to the Empress by two heretic monks, who claim to have lost contact with the spirits of the afterlife. The monks believe this is the start of an ancient prophecy heralding the end of days—the Great Silence.\\n\\nIt falls to Renata Rainer, a low-ranking ambassador to an enigmatic and vicious race of mermen, to seek answers from those who still practice the arcane arts. But with the road south beset by war and the Empire on the brink of supernatural catastrophe, soon there may not be a world left to save…\\n\\nRead Grave Empire\\n\\nThe Book that Held her Heart by Mark Lawrence\\n\\nPicked by John\\n\\nMark Lawrence’s The Book That Held Her Heart, the final volume of his mind-bending Library Trilogy that began with The Book That Wouldn’t Burn and continued with The Book That Broke the World, delivers an emotional devastation that lingers long after the last page is turned. Written with Lawrence’s signature wit and gusto, the trilogy culminates in an ending so powerful it practically warrants a packet of tissues tucked between the final page and the back cover. As the perfect conclusion to Lawrence’s most ambitious work to date, The Book That Held Her Heart cements The Library Trilogy as one of the most profound and wholly original works of fiction I have encountered in the past two decades, an achievement that should place Mark Lawrence’s name in the same breath as other twenty-first-century masters of speculative fiction.\\n\\nRead our full review here.\\n\\nAbout The Book That Held Her Heart\\n\\nTwo people once connected by a vast and mysterious library are now separated and must overcome time and distance to reunite and bring peace to their worlds, in the final book of the Library Trilogy.\\n\\nThe fate of an infinite library hangs on one book, a book that holds the power to break the unbreakable. In the face of such forces, fragile things like hearts, worlds, and even family seem certain to fail.\\n\\nThe people most vital to Livira are scattered across time and space—lost, divided into factions, in mortal peril. Somehow she must bring them together and resolve the unresolvable argument that fuels the library’s war.\\n\\nThe bond between Livira and Evar has stretched and stretched again. Can it hold at the end, when things fall apart? Can it unite them against impossible odds?\\n\\nThis is the last chapter, the final page. The end threatens and no one—not characters, readers, or even the author—will emerge unscathed.\\n\\nRead The Book That Held Her Heart\\n\\nObsidian Awakening by Sienna Frost\\n\\nPicked by P.L.\\n\\nThere is no beginning. There is no end. There is only Obsidian – Revelation, Book Two of the Obsidian Series. This is the Alpha and the Omega for me, of the best of what Indie grimdark SFF is all about. Beyond audacious, soul crushingly dark, yet so elegantly beautiful it hurts to breathe, with some of the best prose I’ve ever read, that does not ask for compliance, it just takes you, and doesn’t give you back.\\n\\nA part of my soul remained behind in this book, when I finished reading it.\\n\\nMy favorite author, the iconic Janny Wurts, read this book, praised it highly, and one quote from her Goodreads review of the novel sums up how incredible it is, far better than anything I ever could say: “Don’t plan on taking breaks, and don’t cry for mercy – this book will give you none.” Stop reading my review here, and just go buy both Book One Awakening, this book Revelation, and pray you have the strength to wait long enough for the next book in the series to be released.\\n\\nRead our full review here.\\n\\nAbout Obsidian Awakening\\n\\n“You will live, with me, in the Black Tower, as my prisoner, my Bharavi, my wife. You will bear me a son, and he’ll grow, as a Rashai who will return to raid your land.”\\n\\nHe slaughtered her entire family.\\nHe holds eight thousand prisoners hostage to keep her alive.\\nShe lives every breath to see him die.\\nShe remains the only thing in life he fails to conquer…and wants to.\\n\\nShould one of them succeed, it will change the outcome of a centuries-long war between a nomadic race and an empire.\\n\\nBut they’re not the only ones holding the flint to light up the peninsula.\\n\\nA teenage girl who can’t fight will wage war against an empire. A slave will rise to become her deadliest weapon. An oracle will lead them to impossible missions. A powerless prince will shift all alliances. A mysterious mastermind will make sure everyone dances to his tune.\\n\\nCan they bring peace to the desert, or will they burn it all down?\\n\\nDive into an unforgettable world of endless sky, majestic dunes, desert warriors, powerful oracles, and deadly assassins, where love, loyalty, and honor burns in its scorching sand and the hearts of humans who refuse to run from a fight they can’t win.\\n\\nRead Obsidian Awakening\\n\\nEmpire of the Dawn by Jay Kristoff\\n\\nPicked by Aaron\\n\\nA perfect conclusion to a stunning trilogy by a master storyteller. The bar was set high with Empire of the Vampire and Empire of the Damned but Empire of the Dawn might actually be the pick of the bunch. The twists and turns were non-stop and you are never really sure of who is going to make it out alive (or undead). This is a modern classic and such a brilliant way to end one of the best trilogies I have read. Vampires, sex, violence, grief, and an endless stream of twists and turns in a dark world praying for some light. Fuck my face indeed.\\n\\nRead our full review here.\\n\\nAbout Empire of the Dawn\\n\\nFrom holy cup comes holy light;\\nThe faithful hand sets world aright.\\nAnd in the Seven Martyrs’ sight,\\nMere man shall end this endless night.\\n\\nGabriel de León has lost his family, his faith, and his last hope of ending the endless night—the Holy Grail, Dior. With no desire left but vengeance, he and a band of loyal brothers journey into the war-torn heart of the Augustin Empire to claim the life of the Forever King.\\n\\nUnbeknownst to the Last Silversaint, the Grail still lives—speeding towards Augustin’s besieged capital in the frail hope of ending Daysdeath forever. But deadly treachery awaits within the halls of power, and the Forever King’s legions march ever closer. Gabriel and Dior will be drawn into a final battle that will shape the very fate of the Empire, but as the sun sets for what may be the last time, there will be no-one left for them to trust.\\n\\nRead Empire of the Dawn\\n\\nTides of Torment by N.C. Scrimgeour\\n\\nPicked by Esmay\\n\\nTides of Torment is without a shadow of a doubt my top pick of the year, because N.C. Scrimgeour absolutely obliterated my soul with this grand finale to the mythic and merciless Sea of Souls Saga, and I love her for that. The book hit immediately with a stunning “story so far” opening that had me crying before the real story had even started and then just never let up, charting a course through broken families, generational trauma, and the thin line between justice and ruin. I especially loved how Isla and Darce’s bond anchors the chaos with a raw vulnerability that cuts through the constant threat of selkies, sea serpents, pirates, deadly wraith mists, and other altogether more human horrors lurking in the deep. This is a finale that tears characters apart, rebuilds them in jagged pieces, and somehow still finds room for hope without ever softening its edges. It’s dark, gripping, and unforgettable, and it easily secures the Sea of Souls Saga as one of the most powerful fantasy series I have read in years.\\n\\nRead our full review here.\\n\\nAbout Tides of Torment\\n\\nYou told me you would haunt me, caraid. You were right.\\n\\nThe capital has fallen. Ghostly wraiths and bloodthirsty selkies roam the coast as the haar spreads its sickness across Silveckan. Every day, another port is consumed by the mist, and without her pelt, Isla Blackwood can do nothing to stop it.\\n\\nHer only hope is to track down Eimhir, but her old friend has her own demons to battle, and she’s made it clear she doesn’t want to be found.\\n\\nInstead, Isla must turn to the Sea Kith for an alliance. Their common enemy, the Grand Admiral, draws ever closer, and he won’t rest until the sea and everything in it is in his grasp once more.\\n\\nReunited with Darce and the soul bond they share, Isla prepares to sail into one last storm. If she survives it, she might be able to end decades of bloodshed between human and selkie. But if she fails, Silveckan will be lost to the mists forever…\\n\\nRead Tides of Torment\\n\\nCthulhu: Grimoire by Eric Malikyte\\n\\nPicked by CT\\n\\nMy favorite book this year has got to be Cthulu Grimoire by Eric Malikyte. A fantastic neo noir thriller with a Cthulhu bent. It is technically a sequel to Mind’s Horizon, a post-apocalypse novel, but works perfectly as a standalone (and is set in present-day Los Angeles anyway). How does that work? Well, you’d have to read the book to find out.\\n\\nI really enjoyed this horror novel that manages to capture most of what I love about the Cthulhu Mythos with its madness, corruption, and alien nature but combined with the seediness of a gritty crime thriller. Mass suicides and strange religious cults mix well with a detective who has decided to make it his mission to protect an innocent being railroaded. Except, is the man actually innocent? There’s a lot of darkness here and some not-so-subtle social commentary that enhances rather than detracts from the horror.\\n\\nRead our full review here.\\n\\nAbout Cthulhu: Grimoire\\n\\nRejoice, for the Earth is His.\\n\\nDetective Hunter will do anything to prove Dean Tyler’s innocence. The question is, is he willing to sacrifice his family to Cthulhu to do it?\\n\\nAll it takes is a single glance at a screen for the voices to take control. For idle hands to make things the human mind wasn’t meant to see. And for it to spread like wildfire.\\n\\nWill he succumb to the virus plaguing the San Bernardino Valley and beyond?\\n\\nOr can he find the will to stop it?\\n\\nRead Cthulhu: Grimoire\\n\\nOf Empires and Dust by Ryan Cahill\\n\\nPicked by Rai\\n\\nIt’s not easy picking favourites, especially if you don’t want to sound like a broken record, but sometimes, your favourite book of the year comes early on and nothing seems to topple it. That’s the case for me this year with Of Empires and Dust from Ryan Cahill, the fourth novel in ‘The Bound and the Broken’ series. I know I picked it as my halfway point fave and, don’t get me wrong, a couple of books have come close to defeating it but just not quite (honorable mentions to The Devils and The October Film Haunt ).\\n\\nHow has it managed to stay at the top of my list for 2025 releases? I’m sure being the fourth novel, and seventh book, in this super expansive world with truly brilliant characters helps a lot. I’m invested. I’ve never read a series this long, and I am absorbed. The epic scale, the tragedies, the glimmers of humour, the frail humanity and, of course, the dragons were all on point in Of Empires and Dust. I don’t know how Ryan Cahill is going to top it, but I’m confident he will.\\n\\nRead our full review here.\\n\\nAbout Of Empires and Dust\\n\\nI’ldryr viel asatar. I sanvîr viel baralun.\\n\\nIn fire we are forged. In blood we are tempered.\\n\\nIn the Aravell woodland, Calen Bryer grapples with the fallout from the Battle of Aravell. The path forward is littered with choices that will bleed him dry. But he is a Draleid, he is a guardian, and he will always stand when others call. He will be the light they look to.\\n\\nHis sister, Ella, lies fragmented, her mind split between worlds, her fate unknown. But the blood of the wolf is strong.\\n\\nHundreds of miles away, in the western villages of Illyanara, Dahlen Virandr leads the defense of Salme and all its inhabitants gathered from across the region. The Uraks are unrelenting, and they know only blood and death. If this is to be his end, he will enter Achyron’s Halls as a warrior who would not yield.\\n\\nBelow the mountains of Lodhar, Queen Kira waits in the dark while Hoffnar attempts to seize control of the Freehold and lead the dwarves towards a new dawn of war.\\n\\nIn Valtara, Dayne Ateres hunts those who betrayed his family, while Alina prepares her army to besiege the legendary Achyron’s Keep.\\n\\nAt the edges of the Burnt Lands, Rist Havel is offered a new path forward, one that few have ever trodden, one that could forge him into a mage of no equal.\\n\\nWith the news that Ilkya and Jormun have fallen, along with their soulkin, Eltoar finds himself face-to-face with Salara Ithan – a remnant of his past life that he had long thought dead.\\n\\nAs the Blood Moon taints the sky, Kallinvar and the Knights of Achyron battle tirelessly against the Shadow, doing everything within their power to hold back the darkness.\\n\\nGods are waking.\\nThe world is burning.\\nAshes and dust are all that will remain.\\n\\nRead Of Empires and Dust\\n\\nHemlock & Silver by T. Kingfisher\\n\\nPicked by Fiona\\n\\nI quite like when the GdM puts together their best of lists. If my TBR hasn’t already been heavily influenced by this crowd, creating this always adds a few new reads to the tower. My personal favourite 2025 release was T. Kingfisher’s Hemlock & Silver, a bookish charcuterie board of dark fairytale fantasy, with a little bit of horror, and a smidgen of cosy stuff. Kingfisher is an author I will usually really enjoy, so I’m not surprised that Hemlock & Silver stands out to me. It springboards off the story of Snow White and has been spun into a Kingfisher original. I love the main character, Anja, she was witty, clever, darkly funny, and also just really wanted to be done having to fix other people’s problems so she could get back to her study and work with her poisons. Also, there’s a sassy feline animal companion; what more could you want?\\n\\nRead our full review here.\\n\\nAbout Hemlock & Silver\\n\\nHealer Anja regularly drinks poison.\\n\\nNot to die, but to save— seeking cures for those everyone else has given up on.\\n\\nBut a summons from the King interrupts her quiet, herb-obsessed life. His daughter, Snow, is dying, and he hopes Anja’s unorthodox methods can save her.\\n\\nAided by a taciturn guard, a narcissistic cat, and a passion for the scientific method, Anja rushes to treat Snow, but nothing seems to work. That is, until she finds a secret world, hidden inside a magic mirror. This dark realm may hold the key to what is making Snow sick.\\n\\nOr it might be the thing that kills them all.\\n\\nRead Hemlock & Silver\\n\\nThe Devils by Joe Abercrombie\\n\\nPicked by Lucy\\n\\nAnything this author writes I will pick up and inhale. As my pick for best book of 2025, The Devils is a fantastic, true-to-form return for Abercrombie, with a familiar mix of fast-paced bloody action scenes, scathing humour, and wonderfully written rag-tag group of anti-heroes. Crucially, it’s a book that doesn’t take itself too seriously, which makes it a nice palette (grimdark) cleanser. Away from his First Law world, I also really enjoyed getting to explore this bustling new AU medieval fantasy Europe. A League of Extraordinary Gentlemen meets Suicide Squad vibe, The Devils is a romp of a book with situations so nail-biting and (sometimes) absurd that it had me both cringing and cackling for most of the chapters. I can’t wait to see more of what the trilogy has to offer.\\n\\nRead our full review here.\\n\\nAbout The Devils\\n\\nHoly work sometimes requires unholy deeds.\\n\\nBrother Diaz has been summoned to the Sacred City, where he is certain a commendation and grand holy assignment awaits him. But his new flock is made up of unrepentant murderers, practitioners of ghastly magic, and outright monsters. The mission he is tasked with will require bloody measures from them all in order to achieve its righteous ends.\\n\\nElves lurk at our borders and hunger for our flesh, while greedy princes care for nothing but their own ambitions and comfort. With a hellish journey before him, it’s a good thing Brother Diaz has the devils on his side.\\n\\nRead The Devils\\n\\nThe Red Labyrinth by Ben Peek\\n\\nPicked by Adrian\\n\\nI have been in a novella mood this year, and Ben Peek’s The Red Labyrinth really hit the spot for me. One of the things I loved about it the most was that it’s one of those books that reads according to your mood. If you want to get deep into the the societal commentary, there’s stuff for you to really get your teeth into. If you just want a cracking fantasy story, then that is there in spades as well. And as you know, the shorter form of writing has a big emphasis on the gut punch ending, and I think The Red Labyrinth will land with grimdark fans.\\n\\nRead our full review here.\\n\\nAbout The Red Labyrinth\\n\\nThe Red Labyrinth is the story of the anarchist Zoja Rose.\\n\\nPresented to the reader as a speech given by Zoja’s most infamous disciple, Illanana, The Red Labyrinth tells of the violent histories of the Red King and the Black Queen, the twisted maze they lived in, and the cruel, tattooed monks who oversaw their rule.\\n\\nWritten by the critically acclaimed author Ben Peek, this dark fantasy brings his stylistic resourcefulness to bear in a compelling vortex of a short novel that is at once an existential journey, a harrowing exploration of the abuse of power, and a violent call to arms.\\n\\nRead The Red Labyrinth\\n\\nTo Touch A Silent Fury by R.A. Sandpiper\\n\\nPicked by Ed\\n\\nIncreasingly these days it’s the books that plough their own genre furrow that I often the find the most interesting. Take To Touch a Silent Fury, for example, the first in the Bride of Eavenfold duology by indie author R.A. Sandpiper. It’s described as an epic romantic fantasy, which might raise eyebrows for its inclusion in the tome of dark imaginings you’re currently reading, but trust me, that’s like describing a Swiss army knife as a bottle opener. Yes, the love story is compellingly well written – ultra slow-burn, complex, nuanced, and emotional in all the best ways, this is what I want to read when I read romance. But it could also be described as a grimdark political fantasy, given the Machiavellian court goings on and occasional bursts of mass slaughter, and the frequently grim yet deeply beautiful world Sandpiper has crafted is a triumph of imagination.\\n\\nWhat we can say for sure about this book—in which the only woman in a magical brotherhood must marry the victor of a tournament to unlock her true powers, while a dragon prince conspires to stop her, all taking place in five intriguing lands based around the five senses—is that it contains some of the most satisfying and whip smart dialogue in all of SFF, a world of brutal politicking and court intrigue that will keep you glued to the page like an adhesive addict, and amongst all the unexpected slaughter has some of the most compelling, genuine, heartfelt, emotional beats that I know will move me for decades when I return to them. Sandpiper is doing remarkable stuff here, and 2025 saw her make a real claim for greatness.\\n\\nRead our full review here.\\n\\nAbout To Touch A Silent Fury\\n\\nShe rides to claim her fate, he flies to burn it down.\\n\\nAs the only woman in the Moontouched Brotherhood, Tani studies on the haughty island of Eavenfold surrounded by men who see her as an ill omen at best. Her Fate Ceremony is only days away, offering five possible escapes from the storm-locked island, but each with their own consequences.\\n\\nLang, an insubordinate Crown Prince, holds the reins to one of the few true dragons left in the world. Sent to Eavenfold on a diplomatic mission by his warmongering father, he watches as the Brothers bestow a rare and unwanted Marriage Fate on Tani. Already her touch magic alarms him, but if she succeeds and marries the victor of the upcoming tournament, her power could topple empires.\\n\\nThey both arrive at the games. Her, to claim her Fate. Him, to destroy it by any means possible.\\n\\nRead To Touch A Silent Fury\\n\\nThe Everlasting by Alix E Harrow\\n\\nPicked by Krystle\\n\\nThe Everlasting by Alix E Harrow was the best book/best spiritual experience of 2025. What Harrow accomplished in those pages is a stunning triumph, destined to be a modern classic in SFF. The Everlasting managed to be a conversation with the genre as a whole, exploring the concept of heroism and what it really means to be a legend, the scars of PTSD and how it changes a person, how gender fits/doesn’t fit into the tales we love to tell within the genre, and the darkest side of love and how we can save each other from own our toxic spirals (and/or toxic time travel) so that we can strive to be better versions of ourselves. Harrow has well earned her place as a pillar of the current SFF landscape, and The Everlasting is going to stay with me for years.\\n\\nRead our full review here.\\n\\nAbout The Everlasting\\n\\nSir Una Everlasting was Dominion’s greatest hero: the orphaned girl who became a knight, who died for queen and country. Her legend lives on in songs and stories, in children’s books and recruiting posters—but her life as it truly happened has been forgotten.\\n\\nCenturies later, Owen Mallory—failed soldier, struggling scholar—falls in love with the tale of Una Everlasting. Her story takes him to war, to the archives—and then into the past itself. Una and Owen are tangled together in time, bound to retell the same story over and over again, no matter what it costs.\\n\\nBut that story always ends the same way. If they want to rewrite Una’s legend—if they want to tell a different story–they’ll have to rewrite history itself.\\n\\nRead The Everlasting\\n\\nWhen they Burned the Butterfly by Wen-Yi Lee\\n\\nSet in 1972, Wen-Yi Lee’s historical fantasy, When They Burned the Butterfly, takes us to the cradle of a Singapore ablaze. A newly independent nation just seven-years young, Wen-Yi Lee’s Singapore is a fascinating setting, its buildings a gradient of crumbling and modern, its languages a mix of English, Hokkien, and Malay, and its people a medley of cultures, product of many years of immigration and colonization.\\n\\nIt uses this setting not only as a ground for exploration of the fantastic—for the influences that built this new Singapore are vast, and so are the myths, conflicts and gods brought with them—but as an element to explore the protean nature of identity; how fraught, fluid, ephemeral but wondrous it can be.\\n\\nIt is fascinating to realize how this newly founded nation is but a grander reflection of the novel’s characters, particularly Adeline Siow, a rebellious and fiery high-school graduate who abruptly loses her mother to a fire and finds herself chasing a girl with a butterfly tattoo that might hold more answers than Adeline first expected to ask. Her mother was not the first woman, nor the last, taken by the violence of a city in deadly transformation.\\n\\nLike Singapore, Adeline finds herself navigating blood and rubble, but also love, on a journey to build her own identity, her own people and her own place, to give it word and define it, however wild the result may be. In the all-girl gang of Red Butterfly, amidst a simmering war between the Chinese gangs that once ruled the city, she finds this sense of identity and home, as well as horrific truths, and the girls journey parallels that of their city in beautiful, bloody, haunting ways.\\n\\nIt was Wen-Yi Lee’s mastery of both character and setting, the way they meld into one another, this unity between self, place and history, this exploration of the communal pain through which a community must fight to be born, along with the horrific body-horror scenes, that seared When They Burned the Butterfly into my mind like a vivid picture I can’t stop thinking about, and made it my favorite book of 2025.\\n\\nAbout When they Burned the Butterfly\\n\\nA fierce, glamorous sapphic fantasy reimagining the secret societies of postcolonial Singapore, for fans of Jade City, Silvia Moreno-Garcia, and the feverish intensity of RF Kuang’s Poppy War trilogy. Singapore, 1972: Newly independent and grappling for power in a fast-modernising world. Here, gangsters in Chinese secret societies are the last conduits of their ancestors’ migrant gods, and the back alleys where they fight are the last place magic has not been assimilated and legislated away.\\n\\nLoner schoolgirl Adeline Siow has never needed more company than the flames she can summon at her fingertips. But when her mother dies in a house fire with a butterfly seared onto her skin, Adeline hunts down a girl she saw in a back-alley bar fight – a girl with a butterfly tattoo – only to discover that she’s far from alone.\\n\\nAng Tian is a Red Butterfly: one of a gang of girls who came from nothing, sworn to a fire goddess and empowered to wreak vengeance on the men that abuse and underestimate them. Adeline’s mother led a double life as their elusive patron, Madam Butterfly. Now that she’s dead, Adeline’s bloodline is the sole thing sustaining their link with this goddess. Between her search for her mother’s killer and the gang’s succession crisis, Adeline becomes quickly entangled with the girls’ dangerous world, and even more so with the charismatic Tian.\\n\\nBut no home lasts long around here. Ambitious and paranoid neighbour gangs hunt at the edges of Butterfly territory, and bodies are turning up in the red light district suffused with a strange new magic. Adeline may have found her place, but with the streets changing by the day, it may take everything she is to keep it.\\n\\nRead When they Burned the Butterfly\", \"url\": \"https://www.grimdarkmagazine.com/the-best-fantasy-horror-and-sci-fi-books-of-2025/\", \"with\": [\"Wildly ambitious and with so many jaw-dropping scenes and wonderful thematic work, Islington’s The Strength\", \"Can they bring peace to the desert, or will they burn it all down?\", \"Aided by a taciturn guard, a narcissistic cat, and a passion for the scientific method, Anja rushes to treat\", \"But no home lasts long around here. Ambitious and paranoid neighbour gangs hunt at the edges of Butterfly\"], \"without\": [\"Privacy Policy\", \"Subscribe\", \"Facebook\", \"Advertising\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4369", "input": "https://www.surplusgiant.com/sub-categories/mobile-adapters-cables", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4369\", \"ground_truth_path\": \"source/test/ground-truth/4369.json\", \"ground_truth_sha256\": \"0796cb8064c2327cc5f298070c3e1404c4a84f54fa6b4ad47bc924a6084de5c2\", \"html_path\": \"source/test/html/4369.html.gz\", \"html_sha256\": \"1c614eb204ac790f7f1078f7a8b649dfc414bd399f20050fcd54fb8836edb5d2\", \"page_type\": \"collection\", \"reference\": \"Chargers & Cables\\n\\nGet the highest-quality adapters and cables from global brands that you know and trust. We buy large excess inventories directly from our leading manufacturers, offering you name brand adapters and cables in their original, ready-to-sell retail packaging.\\n\\nFeatured Products\\n\\nMophie 6.5ft 2-in-1 MFI lightning and micro cable to USB-A\\nby Mophie\\n\\nBelkin 2-Port Swivel Home Charger with 4' MicroUSB Cable\\nby Belkin\\n\\nHarley-Davidson Venture Series 2-Port USB Wall Charger\\nby Harley-Davidson\\n\\nWireless Gear iPad 3 In 1 Charger\\nby Wireless Gear\\n\\nWall Charger\\nby COKeM\\n\\nUSB to Micro USB Cable, 3'\\nby Griffin\\n\\nUSB Car Charger-White\\nby Pilot\\n\\nUniversal Mini Car Charger\\nby Incase\\n\\nSync and Charge Cable\\nby Incase\\n\\nLowest Pricing on Adapters and Cables, Every Time — Guaranteed\\n\\nOur decades-long relationships with manufacturers gives us the inside track for special pricing on adapters and cables that you won’t see anywhere else. We buy complete lots from each partner, so you’ll never have to shop around for the best price to get the the value and scalability your business demands and put you in complete control of your resale market.\\n\\nTry us. Our price quotes tend to raise a few eyebrows. Contact us now for pricing. It’s quick and easy.\", \"url\": \"https://www.surplusgiant.com/sub-categories/mobile-adapters-cables\", \"with\": [\"Get the highest-quality adapters and cables from global brands\", \"Mophie 6.5ft 2-in-1 MFI lightning and micro cable to USB-A\", \"Lowest Pricing on Adapters and Cables, Every Time\", \"Our decades-long relationships with manufacturers gives us the inside track\"], \"without\": [\"Oops! Something went wrong while submitting the form\", \"Reseller Sign-Up\", \"Product Categories\", \"All Brands\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4370", "input": "https://www.theguardian.com/books/2025/dec/05/best-science-fiction-books-2025-ej-swift-jacek-dukaj-silvia-park", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4370\", \"ground_truth_path\": \"source/test/ground-truth/4370.json\", \"ground_truth_sha256\": \"bd280be23029d3ecdfc69656a325b397f1a0a7e727a7ee71d24527979416eddc\", \"html_path\": \"source/test/html/4370.html.gz\", \"html_sha256\": \"12b269a42c68406feb26879c7a40994b20eee10d19820546f01171cb351a51c3\", \"page_type\": \"article\", \"reference\": \"An eco-masterpiece, icy intrigue, cyberpunkish cyborgs, memory-eating aliens and super-fast travel sends the world spinning out of control\\n\\nCircular Motion\\nAlex Foster (Grove )\\n\\nAlex Foster’s novel treats climate catastrophe through high-concept satire. A new technology of super-fast pods revolutionises travel: launched into low orbit from spring-loaded podiums, they fly west and land again in minutes, regardless of distance. Since every action has an equal and opposite reaction, our globe starts to spin faster. Days contract, first by seconds, then minutes, and eventually hours. It’s a gonzo conceit, and Foster spells out the consequences, his richly rendered characters caught up in their own lives as the world spirals out of control. As days become six hours long, circadian rhythms go out of the window and oceans start to bulge at the equator. The increasing whirligig of the many strands of storytelling converge on their inevitable conclusion, with Foster’s sparky writing, clever plotting and biting wit spinning an excellent tale.\\n\\nWhen There Are Wolves Again\\nEJ Swift (Arcadia)\\n\\nThere are few more pressing issues with which fiction can engage than the climate crisis, and SF, with its capacity to extrapolate into possible futures and dramatise the realities, is particularly well placed to do so. Swift’s superb novel is an eco-masterpiece. Its near-future narrative of collapse and recovery takes us from the rewilding of Chornobyl and the return of wolves to Europe, through setback and challenge, to 2070, a story by turns tragic, alarming, uplifting, poetic and ultimately hopeful. Swift’s accomplished prose and vivid characterisation connect large questions of the planet’s destiny with human intimacy and experience, and she avoids either a too-easy doomsterism or a facile techno-optimism. We can bring the world back from the brink, but it will require honesty, commitment, hard work and a proper sense of stewardship.\\n\\nLuminous\\nSilvia Park (Magpie )\\n\\nThis debut features humans with robotic body parts and robots with human consciousness in a vibrantly realised unified Korea. Ruijie, a schoolgirl afflicted with a degenerative disease, augments her human body with robot limbs scavenged from junk yards, where she meets a robot boy, Yoyo. We discover that Yoyo has two younger human siblings – but he is for ever 12 years old, and they are now adults. One is Detective Cho Jun, who is investigating the case of a missing robot: Jun, maimed in the course of duty, has had his body rebuilt as a cyborg. What starts as a YA school adventure grows into a more sophisticated piece of cyberpunk futurism that explores what it means to be human. An instant classic.\\n\\nIce\\nJacek Dukaj, translated by Ursula Phillips (Head of Zeus )\\nPublished in Dukaj’s native Poland in 2007 to great acclaim, Ice has now been translated fluently into English by Ursula Phillips. And what a giant of a book it is: 1,200 pages of alternative history in which a mysterious alien incursion during the Tunguska event – the asteroid impact that hit Siberia in 1908 with a force about 1,000 times more powerful than the atomic bombs dropped on Hiroshima and Nagasaki – has changed the direction of history. As the titular ice, a strange mutation of ordinary frozen water, spreads across a Russian empire that was never toppled by Communist revolution, Benedykt Gierosławski, a gambling addict and mathematical genius, must travel on the Trans-Siberian Express from Poland into Siberia. He is in search of the father he believed he had lost, who it seems is able to communicate with the ice. Capacious, packed with invention and incident, set in a baroquely detailed world with a brilliantly chilly atmosphere, and featuring stimulating metaphysical exposition and kinetic and thrilling set pieces, this is a marvellous ice-palace of a novel.\\n\\nThere Is No Antimemetics Division\\nqntm (Del Rey )\\n\\nDonald Rumsfeld once distinguished between things we know, things we know we don’t know, and things we don’t know we don’t know, his “unknown unknowns”. qntm, the pseudonym of the British writer Sam Hughes, extrapolates this last idea into a blisteringly good, genuinely unnerving novel. “Memetics”, perhaps alien life forms, manifest in various ways in our world. They feed off our memories and devour information, making it impossible for anyone to remember encountering them. Their depredations upon humanity are countered by the titular Antimemetics Division, though it struggles against the near-impossible challenge. The author furnishes the story with a wealth of spookily weird creatures and episodes, and the sense of dread grows marvellously as it builds towards its startling ending. It’s the kind of novel that makes you reassess the actual world: after all, how can we be sure it isn’t actually true?\", \"url\": \"https://www.theguardian.com/books/2025/dec/05/best-science-fiction-books-2025-ej-swift-jacek-dukaj-silvia-park\", \"with\": [\"Alex Foster’s novel treats climate catastrophe through high-concept satire. A ne\", \"There are few more pressing issues with which fiction can engage than the climat\", \"Published in Dukaj’s native Poland in 2007 to great acclaim, Ice has now been tr\", \"Donald Rumsfeld once distinguished between things we know, things we know we don\"], \"without\": [\"Europe edition\", \"Australia edition\", \"International edition\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4371", "input": "https://fivebooks.com/best-books/award-winning-sci-fi-novels-of-2025-sylvia-bishop/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4371\", \"ground_truth_path\": \"source/test/ground-truth/4371.json\", \"ground_truth_sha256\": \"f2081a09e6690df02e72b2911cc23a5f66ea092c84a43752f1a2b6b9a73b3d30\", \"html_path\": \"source/test/html/4371.html.gz\", \"html_sha256\": \"bf4578b121f9744db308f20fe5a8ea5428cdd75e09ac1972a92e33729961408c\", \"page_type\": \"article\", \"reference\": \"Award-Winning Sci Fi Novels of 2025\\n\\nrecommended by Sylvia Bishop\\n\\nThis year’s crop of sci fi award-winners encompasses sentient AI, lost species revival, and genetic mutations, with novels, graphic novels and novellas all scooping prizes. Our fantasy and sci fi editor Sylvia Bishop introduces the prize-winning page-turners that have taken this year’s top spots.\\n\\nInterview by Sylvia Bishop\\n\\n1 The Man Who Saw Seconds\\nby Alexander Boldizar\\n\\n2 Annie Bot\\nby Sierra Greer\\n\\n3 The Tusks of Extinction\\nby Ray Nayler\\n\\n4 The Dragonfly Gambit\\nby A.D. Sui\\n\\n5 Warp Your Own Way (Star Trek: Lower Decks series)\\nby Chris Fenoglio (illustrator) & Ryan North\\n\\nLet’s start with the winner of the Locus Sci Fi award, which is chosen by public vote. Could you tell us about The Man Who Saw Seconds, by Alexander Boldizar?\\n\\nThis is such a clever book. Our protagonist, Preble Jefferson, can see five seconds into the future. More specifically, he can see five seconds into an array of alternate futures, and if there’s an outcome he wants he can start with that and work backwards – for example, if he wants to open a safe, he can work backwards to the present where he uses the right code. In a gunfight, he can find the future where he doesn’t die – in the next five seconds, that is. So he’s both a formidable force in some ways, and importantly limited.\\n\\nHe gets into a fight with two police officers, which brings him to the attention of the authorities. As the implications of his gift sink in – the ways it could allow him to compromise any world leader, evade any authority – a manhunt gets underway. So begins a convincing parable about the relationship between fear and evil, as the conflict shapes Preble more and more into exactly the terror that they were trying to prevent, and the stakes rise and rise.\\n\\nA fortune-telling gift might sound like it belongs on fantasy shelves rather than sci fi. Boldizar gives us a neuroscience-infused version. He builds heavily on recent ideas about the brain as a primarily predictive machine, and intelligence as fundamentally the ability to predict the future. We learn which layers of Preble’s brain are overdeveloped, and speculate with doctors on possible causes of the mutation, and whether it is sufficient to classify him as a different species.\\n\\nSounds thoroughly researched…\\n\\nOn all counts. An anarchist lawyer will take you through the niceties of the political philosophy at stake; the story will walk you through the nitty-gritty of military and civilian power structures, and the incentives of decision-making; there’s a section in the Canadian wilderness that is lovingly packed with geographic and survivalist information. This is a meticulously researched book, which gives it a wonderfully convincing feel.\\n\\nIt also won the CIBA Mark Twain Grand Prize Winner for Best Satire, and was shortlisted for the Foreword INDIES Book of the Year Award for Thriller & Suspense, and the Eric Hoffer Award – notably, none of those are sci fi awards. This is delighting readers across genres.\\n\\nNext up we have the Arthur C. Clarke Award winner: Sierra Greer’s Annie Bot. What’s this one about?\\n\\nThis is a clever take on the conscious-AI theme. Annie Bot was designed to be a ‘cuddle bunny’, a sexual partner for her owner, Doug. He’s chosen to make her autodidactic, which allows her to be a more convincing partner for him, but also to develop her consciousness in ways not fully understood.\\n\\nIn Greer’s world, the consciousness of Annie is not in doubt – indeed, she has specialists interested in her particular development – but she doesn’t have any rights. And her emotions are set to want to please Doug. She finds herself also wanting specific forbidden things, or trying to cover up accidental mistakes, but her programming makes the idea of actively wanting to leave Doug off limits. To an extent, because of how she’s been set up, pleasing him and looking after her own welfare are fused together. And the reports we receive of him are through her eyes.\\n\\nSo it’s playing with her naivety – an unreliable narrator?\\n\\nYes, but in a way that doesn’t make her feel hugely limited or inhuman. Greer has created a fully rounded protagonist who just has certain priors, and those priors aren’t different to real humans who would never consider leaving their bad relationships. The book feels like an exploration of that situation, and of the roles women may automatically assign themselves in relationships, more than of robot consciousness. It’s compounded by the fact that a lot of the time Doug is not behaving awfully, if you can stomach the fact that they have an owner-pet dynamic – there are worse human relationships! As The Guardian put it – “this is an intense, compelling tale that, like all good stories about robots, is ultimately about the human condition.”\\n\\nWhile the Hugo and Nebula awards for best novel both went to fantasy books this year, both awards for best novella went to sci fi. These are prestigious awards in the industry, chosen by fans. Let’s start with the Hugo: could you tell us about The Tusks of Extinction, by Ray Nayler?\\n\\nThe premise of this book is very neat: mammoths have been recreated, but they are also being hunted for their ivory, in a future where elephants have already gone extinct. We see a few different perspectives, including a boy dragged along with an illegal hunting party, a disgusted husband brought along on a luxury hunting trip – and a mammoth.\\n\\nSpecifically, the mammoth has a previously-human consciousness. I won’t say more on that, as part of the enjoyment is slowly piecing together how the puzzling first few perspectives can all hang together.\\n\\nA mammoth must be a tricky perspective to handle…\\n\\nIt’s done very well. For my tastes, Nayler does just the right amount – it’s not overdone, and I think it would be easy to get bogged down. He sticks to the interesting stuff: the sensory organs, and the behaviour of the herd. Our mammoth is the matriarch, so she has to teach and enforce this behaviour to the others.\\n\\nThe novella explores its own past and makes relatively little progress through its present, certainly not reaching any world-altering new states of affairs. Locus magazine writes, “In its braiding of associations, the novella operates poetically… [it] unpacks, if not forgives, the forces and influences that lead to particular life choices or traps”.\\n\\nMeanwhile, the Nebula for best novella went to The Dragonfly Gambit – could you introduce us?\\n\\nThis is a really tight piece of military sci fi, which functions as a thriller – you aren’t exactly sure who’s planning what, and therefore who’s winning. We follow Inez Kato, who is determined to bring down an intergalactic empire called the Rule, and has been brought to its heart to be forced into aiding it with her engineering knowledge. She is pitted against Ennis Rezál, running the Rule’s side in an ongoing war against the rebellion. Each main player is hoping to use the other. Also, they fancy the pants off each other.\\n\\nSo are we flipping between the two?\\n\\nNo, we stay with Kato, in first-person, so Rezál is a black box to us. And our narrator herself, we learn early, does not reveal everything to us.\\n\\nIt’s not just a two-person cast – most notably there’s an ex-girlfriend and an old friend too, and the four are all intertwined together in different ways. But the others mostly function to flesh out the world as a place with history and depth. The core dynamic is tightly focused on those central two, which pays dividends in pacing and tension.\\n\\nNotably, for military sci fi, the military does not come off well. The characters are all difficult, but we forgive them because they are the products of their system. In our interview with A. D. Sui, she explains, “This was my attempt at military sci fi that was critical of the military-industrial complex… I wanted to play with the idea of the other side of military propaganda: how do people come out on the other end?”\\n\\nFinally, the Hugo award for best graphic story went to the first original graphic novel from the Star Trek: Lower Decks franchise: Warp Your Own Way, written by Ryan North, with art by Chris Fenoglio.\\n\\nFirst, some context. Star Trek: Lower Decks is an animated series from Paramount+, and it explores the junior officers in the Star Trek universe. There have been five seasons, and accompanying comic miniseries, but this graphic novel tells a separate story, following Officer Beckett Mariner aboard the Cerritos as she tries to have a day off.\\n\\nIt’s also the first interactive graphic novel in the Star Trek franchise. By interactive, I mean choose your own adventure. And more than that – a reason for the choose-your-own-adventure nature is baked into the story itself. It’s been very well received – Strange Horizons have described it as “a clever, delightful book”, and Comics Beat as “worth more than its weight in Latinum.” (The Strange Horizons review is also in choose-your-own-adventure format, to tickle any hard-core format-fans.) It’s really fun to see something formally playful take the graphic story prize.\", \"url\": \"https://fivebooks.com/best-books/award-winning-sci-fi-novels-of-2025-sylvia-bishop/\", \"with\": [\"This year’s crop of sci fi award-winners encompasses sentient AI, lost species revival\", \"Warp Your Own Way (Star Trek: Lower Decks series)\", \"by Chris Fenoglio (illustrator) & Ryan North\", \"Our protagonist, Preble Jefferson, can see five seconds into the future\", \"mammoths have been recreated, but they are also being hunted for their ivory\", \"This was my attempt at military sci fi that was critical of the military-industrial complex\"], \"without\": [\"Buy all books\", \"Support Five Books\", \"Five Books aims to keep its book recommendations\", \"donating a small amount\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "4372", "input": "https://www.andrewliptak.com/sci-fi-fantasy-books-may-2025-star-wars-neuromancer-wells/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4372\", \"ground_truth_path\": \"source/test/ground-truth/4372.json\", \"ground_truth_sha256\": \"8d0384665d08e87442efae13a2712c1493776980d6af72f07e6e66a8eaa482b9\", \"html_path\": \"source/test/html/4372.html.gz\", \"html_sha256\": \"23690b03e58844a58ac8678ab8f493868e484ac1b30a9cb95a16597b1c07498a\", \"page_type\": \"listing\", \"reference\": \"Here's the May 2025 book list\\n\\n18 new SF/F books to check out\\n\\nWarmer weather is finally reaching us here in Vermont, and I'm hoping that it'll stick (we've had a couple of false starts the last couple of weeks.) I'm looking forward to spending some time in the woods and in the back yard with one of the many books that I've had piled up, because sometimes, it's just too noisy in the house to get through a couple of pages.\\n\\nIf you find a book on this list that catches your eye, please consider supporting Transfer Orbit! This newsletter is free to read, but it costs time and resources to put together. There are a couple of ways to support it:\\n\\n- Sign up as a supporting subscriber. At $40 a year, that's just $3.33 a month!\\n- Support TO with a one-time tip.\\n- Purchase a book through a Bookshop.org affiliate link below.\\n\\nThank you (and thanks to the couple of folks who signed up this week!): your support really does help keep this newsletter running smoothly.\\n\\nSupport Transfer Orbit\\n\\nI have a programming note: I release these book lists monthly, and they'll soon be joined by another one (probably to some of the supporting subscribers or directly to the front page): I'm calling it Table of Contents, and it'll be a roundup of the TOCs from the larger short fiction publications. It'll be a stripped-down list (no descriptions of each store), but I'm hoping that it'll be a good way to direct folks to some of the publications producing some of the best SF/F short stories month to month. I'm still working out some of the kinks in how that'll work and look, so stay tuned.\\n\\nOkay, here are 18 new books to check out in the first half of May. (I've got another list that'll head your way in a couple of weeks.) As always, you can see prior lists via the Book List tag.\\n\\nThe Devils by Joe Abercrombie (May 13th)\\n\\nJoe Abercrombie takes readers to a fantastical medieval Europe where Brother Diaz has been recalled to the Sacred City, where he's expecting to be rewarded for his work. Upon arriving, he finds that he's been assigned to a new group: one made up of murders, magicians, and monsters, and sent out to protect their world against an invasion of Elves who're planning on devouring everyone they come across.\\n\\nSalley Berrow writes in Grimdark Magazine that it's a \\\"fast, furious, and an absolutely rollicking good time.\\\"\\n\\nUse of Weapons by Iain M. Banks (May 6th)\\n\\nThe Folio Society recently announced their Summer 2025 collection, which includes the next installment of Iain M. Banks' Culture series: Use of Weapons.\\n\\nThis edition follows the prior two that Folio has released: Consider Phlebas and The Player of Games. I really like these editions: artist Daniel Taylor did a good job with the artwork, and I really loved re-reading Consider Phlebas not too long ago. I've been meaning to get to Player of Games, but I've had a lot of people tell me that Use of Weapons is even better.\\n\\nMonk and Robot by Becky Chambers (May 6th)\\n\\nBecky Chambers made a splash with her debut novel The Long Way to a Small, Angry Planet and its sequels, and her most recent novellas, A Psalm for the Wild-Built and A Prayer for the Crown-Shy were just as good: calm, quiet, optimistic, and wonderful meditations on the worlds we live in and what we need. They both follow a tea monk named Sibling Dex and a robot named Mosscap in a world called Panga where the robots became self-aware and vanished into nature.\\n\\nThe two books are now being packaged together into a single volume, Monk and Robot, and it's a good opportunity to dig into them if you haven't already.\\n\\nThe Eye of the Bedlam Bride by Matt Dinniman (May 13th)\\n\\nThe sixth installment of Matt Dinniman's popular Dungeon Crawler Carl series ( Dungeon Crawler Carl, Carl's Doomsday Scenario, The Dungeon Anarchist's Cookbook, The Gate of the Feral Gods, and The Butcher's Masquerade ) has arrived in hardcover form.\\n\\nThe series follows a Coast Guard veteran as he navigates his way through an Earth transformed into a series of sadistic game-like levels. In this installment, he's reached the 8th level, which involves capturing six monsters, who'll be turned into a card at the end. If they do it right, they'll have a good hand to go up against the level's boss, which has its own cards. If Carl wants to win this time, he needs to go up against a terrifying monster known as the Shi Maria, aka, the Bedlam Bride. Capturing her is just the first step.\\n\\nThe Country Under Heaven by Frederic S. Durbin (May 13th)\\n\\nIn the years following the Civil War, a Union veteran grapples with his experiences during one of the conflict's most horrific battles at Antietam, and begins having visions. As he travels west, he begins to find himself in a stranger world than he expected, both in his mind and the wild west. As he journeys westward, he encounters others broken by the war as he tracks down strange creatures and lost children as he tries to find his own peace from the strange visions that haunt him.\\n\\nPublishers Weekly gave the book a starred review, saying \\\"the cases are distinct and fascinating, and Durbin’s vivid prose makes both Vesper and the colorful cast that surrounds him come alive. This is Lovecraftian fiction at its finest.\\\"\\n\\nAtacama by Jendia Gammon (May 13th)\\n\\nA research team operating in the Atacama Desert in Chile turns up dead, and when researcher Fiona Hawthorne learns that her best friend, Alva, was one of them, she's devastated. Things turn screwy when her professor, Dr. Bingham gets a visit from members from a mysterious corporation, and it prompts her to begin looking into the team and how it met its fate, only to find that there's more than just corporate goons involved: there's a monster that's been hiding in plain sight.\\n\\nNeuromancer by William Gibson (April 22nd)\\n\\nAnother recent release from The Folio Society is a \\\"core\\\" edition of William Gibson's Neuromancer, which it released as a limited edition last summer. This edition doesn't have all of the fancy bells and whistles, but it does have the illustrations by Anna Mill and a nice slipcase. It's a little pricy at $125, but it's a nice-looking edition for someone wanting a little more than the regular trade edition.\\n\\nOvergrowth by Mira Grant (May 6th)\\n\\nSince she was a child, Anastasia Miller has told everyone that she's really an alien disguised as a human, and that she had been left behind by her fellow extraterrestrials.\\n\\nAs it turns out, she was telling the truth, and when humanity receives a signal from an alien civilization, they begin to realize that time is running out: Stasia's family is coming back, and they have more on their mind than picking up a forgotten kid.\\n\\nStar Wars: The Acolyte: Wayseeker by Justina Ireland (May 6th)\\n\\nThe Acolyte might have been canceled after one season, but the Star Wars universe has lots of options for keeping the story going. This new novel is set prior to the events of the series, and follows Jedi Master Vernestra Rwoh as she's ordered back to Coruscant by the Jedi Council. She ignores their orders, opting to stay on course with her current mission, prompting the council to dispatch a messenger, Jedi Knight Indara, with a message: a Republic Senator is in trouble and requested her specifically.\\n\\nVernestra is intrigued and returns to Coruscant, and is an odd match for the less-seasoned Indara. The two have to figure out how to work together to figure out what's going on with the Senator and an influx of weapons that could bring chaos to the Republic.\\n\\nA Spell for Change by Nicole Jarvis (May 6th)\\n\\nKate Mayer can see the future, and despite having that foresight, there's nothing that she can do to prevent terrible things from happening. At the same time, Oliver Chadwick Jr, a veteran of the First World War has returned home and is haunted by the death of his best friend, while Nora Jo Barker yearns to be a witch like her mother and grandmother.\\n\\nThese three end up coming together as a dark presence begins stalking their town, and they quickly realize that there are powers in the world stronger than their own, and that those who wield them don't always have good intentions.\\n\\nLibrary Journal says \\\"Jarvis offers a heftier version of Paul Cornell’s “Witches of Lychford” series, exploring witchcraft in the United States similarly to Ami McKay’s The Witches of New York or Alix E. Harrow’s The Once and Future Witches.\\\"\\n\\nAnji Kills a King by Evan Leikam (May 13th)\\n\\nIn this debut fantasy, a castle servant named Anji takes advantage of an opportunity to kill her hated king, and ends up going on the run. After a bounty is put on her head, she's pursued by mercenaries: members of a group called the Menagerie, who use magical animal-shaped masks that gives them powers.\\n\\nShe's discovered by a swordswoman named Hawk, who ends up keeping her alive, if anything, to keep the reward for herself. The two form a fragile alliance that might have greater repercussions for the kingdom down the road.\\n\\nLibrary Journal gave the book a starred review, saying \\\"Leikam’s grim, yet often charming debut won’t let readers escape its riveting pages.\\\"\\n\\nSestia by G.R. Macallister (May 13th)\\n\\nG.R. Macallister brings her The Five Queendoms trilogy (preceded by Scorpica and Arca ) to a close with Sestia. A matriarchal society rules the world, and a centuries-long peace has broken down after no girls have been born for decade.\\n\\nA fragile peace has taken hold across the Five Queendoms, but it's tenuous at best: an undead sorcerer has been working to make his return to try and unleash his evil forces. At the same time, other factions are trying to figure out their place in the world as they face off against lingering threats that threaten to topple everything they've worked for.\\n\\nPublishers Weekly says \\\"balancing character development and worldbuilding can be a difficult task, but Macallister handles it with ease.\\\"\\n\\nMetallic Realms by Lincoln Michel (May 13th)\\n\\nI really like meta books about books and storytelling, and this latest one from Lincoln Michel looks like it'll hit that sweet spot. It's about a writer named Michael Lincoln who's discovered that real life isn't like the stories he'd rather be writing with his writing group, Orb 4.\\n\\nHe – along with his friends and fellow writers Taras K. Castle, Castel Ocampo, Jane Noh Johnson, and Darya Azali – have been writing the Star Rot Chronicles, a collection of science fiction stories set in the Metallic Realms. They've gone unpublished, and through in-story excerpts and annotations, Lincoln delves into the stories and relationships of the group as the line between the real world and the fictional one they created begin to blur.\\n\\nWriting for Mythaxis Magazine, Mattia Ravasi says \\\"Metallic Realms is a brilliant enigma, a novel in layers that works as an ode to worldbuilding and imagination and, at the same time, as a cautionary tale about the dangers of losing oneself in one’s fantasies.\\\"\\n\\nAnima Rising by Christopher Moore (May 13th)\\n\\nIn 1911 in Vienna, artist Gustav Klimt spotted the body of a naked women in Danube canal and sketches the scene before calling the police. The woman suddenly awakens, and she fishes her out of the water – she can't remember who she is or how she ended up in the canal, and he calls her Judith and decides to help her figure out her identity. With some help from some now famous psychologists, Judith begins to remember some things: she had visited the underworld, been trapped in the arctic, and was locked in a crate by a scientist named Victor Frankenstein, and visiting the Underworld.\\n\\nLibrary Journal gave the book a starred review, saying \\\"This is a wild adventure through history, art, and literature for Moore’s many fans and those who enjoy historical fiction with a side of fantasy and wry humor.\\\"\\n\\nRequiem by John Palisano (May 13th)\\n\\nEden is a moon-sized satellite that serves as a cemetery for Earth's dead. A member of its crew, Ava, has to take on an entity that's trying to claw back the souls of the dead who're interred there, including her lover, Roland. Amongst Ava's crew is a musician who's tasked with writing a requiem, and they have to work against time before they're all driven mad.\\n\\nPublishers Weekly says \\\"Palisano’s evocative prose makes the setting both eerie and enthralling.\\\"\\n\\nThe Incandescent by Emily Tesh (May 13th)\\n\\nDoctor Walden oversees a magical school in England, and deals with all the mundane issues that come with it: meetings, teaching, and ensuring that the school's boundaries are able to keep out demons. The demons are relentless, but she loves her job, despite the heavy responsibility that comes with it. But when a crisis emerges, Walden will have to confront the demons of her own in order to save everyone.\\n\\nThe book earned a starred review from Publishers Weekly, which says by \\\"focusing on the administrators is a fresh entryway into a popular genre, and “awful nerd with a superiority complex” Walden makes for a fascinating and often humorous narrator.\\\"\\n\\nThe Emilie Adventures: Emilie and the Hollow World & Emilie and the Sky World by Martha Wells (May 13th)\\n\\nJust ahead of the release of Murderbot on AppleTV+, Martha Wells has a new book coming out: two of her steampunk novels, Emilie and the Hollow World and Emilie and the Sky World, originally published in 2013 and 2014, now in omnibus form!\\n\\nBrighter than Scale, Swifter than Flame by Neon Yang (May 6th)\\n\\nA masked guildknight named Yeva killed her first dragon at the age of 13, and when her talents were recognized, she was sent off to the imperial capitol to train as a dragon slayer. She rose through the ranks to become a legendary hunter, but despite those accomplishments, has never felt at ease with the journey that her life has taken.\\n\\nWhen she heads off to a remote kingdom called Quanbao, which is rumored to worship dragons, she's welcomed by the kingdom's queen, Lady Sookhee, she begins to fall for her, and has to decide to follow her purpose, or her heart.\", \"url\": \"https://www.andrewliptak.com/sci-fi-fantasy-books-may-2025-star-wars-neuromancer-wells/\", \"with\": [\"If you find a book on this list that catches your eye, please consider supportin\", \"In the years following the Civil War, a Union veteran grapples with his experien\", \"A fragile peace has taken hold across the Five Queendoms, but it's tenuous at be\", \"A masked guildknight named Yeva killed her first dragon at the age of 13, and wh\"], \"without\": [\"Appearances\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4373", "input": "https://damiengwalter.com/2024/12/30/10-science-fiction-books-to-read-in-2025/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4373\", \"ground_truth_path\": \"source/test/ground-truth/4373.json\", \"ground_truth_sha256\": \"2bfcf5f7bc9d652f9458b62cf37ee8dcd41aa3cd869f00ba4e98692193617c2e\", \"html_path\": \"source/test/html/4373.html.gz\", \"html_sha256\": \"5aff55cbc675f166f30efcc8be8d0156ba121362220ff0261c0224d8bf66a5f8\", \"page_type\": \"article\", \"reference\": \"Holy shit. It’s 2025!\\n\\nWe made it. The future we read about in sci-fi books is actually here.\\n\\nKind of.\\n\\nWe don’t have the flying cars but we do have the pocket supercomputers.\\n\\nWe haven’t colonised other worlds, but we have opened a new frontier to virtual worlds.\\n\\nAnd we have – touch dark matter – got here without triggering the apocalypse.\\n\\nFor now.\\n\\nAnd one of the BIG reasons we’ve made it this far is science fiction. It turns out that fusing leading ideas from science and philosophy into narrative structures is an essential survival quality for sentient life.\\n\\nIf we ever do contact the alien other I have no doubt they too will have scifi – just not as we know it.\\n\\nWhich is why I’ve thrown together this new year’s video of 10 science books to read in 2025.\\n\\nAdvance Warning : this isn’t a bunch of new books from publisher press releases “Coming in 2025”. These are the books I’m reading as research for the Science Fiction channel, some recent, many classic, that will be shaping the discussions in our community.\\n\\nAlso, this is a book video…so…you know, it’s just me talking…no fast cut video clips…and no…music…\\n\\nIt’s been a big year for the Science Fiction channel. On YouTube we’ve gained tens of thousands of subscribers and grown the regular viewership to over a quarter of a million people.\\n\\nIf you missed them I STRONGLY recommend catching up with three of the more serious video essays of this year. It’s statistically 12.7 times more difficult to get the Almighty Algorithm to notice a book related video.\\n\\nSo, you might have missed these videos on Stanislaw Lem surviving a Nazi firing squad, HG Wells’ historic meeting with Vladimir Lenin, and the feature length Hippies With Guns : The Culture of Iain M Banks\\n\\nLake of Darkness by Adam Roberts\\n\\nAdam Roberts is the modern day HG Wells. No other science fiction writer today produces such intensely original ideas. There are at least a dozen works of genius in the Roberts back catalogue, none of which have won a Hugo award.\\n\\nJust give Adam Roberts a Hugo already. It’s getting embarrassing! Like not giving Taylor Swift her Grammys.\\n\\nLake of Darkness is a space opera novel in which “Good is a construct and evil is a virus”. What does that mean? I don’t know yet, but I’m looking forward to finding out in 2025\\n\\nThe Running Man by Richard Bachman / Stephen King\\n\\nLee Pace has been carrying the dead parrot that is the Foundation streaming show on his muscular shoulders for two years now, so I’m happy to see him join Edgar Wright’s upcoming Running Man.\\n\\nShame he’s the villain.\\n\\nMy fellow scifi-tuber Moid of Media Death Cult has a great video on King as a master of SF writing. I suspect a new version of the Schwarzenegger classic is going to turn a lot of attention on the Horror masters sci-fi writing.\\n\\nI think The Long Walk is also often missed as a King masterpiece. Both novelas are brutal deconstructions of consumer capitalism, and boy do we need those coming into 2025\\n\\nPostmodern Science Fiction and Temporal Imagination by Elana Gomel\\n\\nThe point of the Grandfather Paradox isn’t that you should avoid killing your grandfather. It’s that it’s a paradox, and paradoxes tell you that your model of time is BORKED\\n\\nElana Gomel is a leading academic in narratology and science fiction studies, who has published a number of papers on new conceptions of time in sci-fi storytelling.\\n\\nThese are academic texts so contact your local public or college library for a loan. The effort is well worth it for anyone who wants to think at the cutting edge of scifi. Remember when HG Wells basically defined time in the popular imagination with The Time Machine?\\n\\nIt’s time for one of you to redefine time in 2025.\\n\\nThere Is No Antimemetics Division by QNTM\\n\\nSpeaking of time\\n\\nThe Science Fiction channel has a mission. Not just to fan squee over every new Denis Villeneuve DUNE movie\\n\\nBut a mission to find the 21st century mythos\\n\\nAnd a serious contender is There Is No Antimemetics Division, written by the pseudonymous QNTM as part of the SCP wiki, then a bestselling self-published novel\\n\\nAntimemetics is the single most original and consciousness warping work of science fiction generated by the 21st century memeplex so far, sci-fi that redefines time itself\\n\\nNow QNTM AKA Sam Hughes has signed a mainstream publishing deal, so I’m assuming we’ll see Antimemetics on bookshop shelves in 2025\\n\\nFrankenstein by Mary Wollstonecraft Shelley\\n\\nRemember when a nineteen year old goth girl invented science fiction because she was bored of being stuck in a villa with Shelley and Lord Byron?\\n\\nFrankenstein is the science fiction novel most people have heard of but never read. Its epistolary style makes it hard going for modern readers conditioned to “television prose”.\\n\\nBut with a new Frankenstein movie from Guillermo del Toro I think many, many people are going to be talking about Frankenstein without reading it in 2025\\n\\nLet’s be the ones to buck that trend\\n\\nEiruna by Brendan Myers\\n\\nOn one hand Brendan Myers’ Eiruna is set on a cruise-liner in space afflicted by an outbreak of psychic powers.\\n\\nOn the other hand Eiruna is set right in the here and now in our social media era of ego, paranoia, conspiracy theories and tribal politics.\\n\\nBrendan Myers is a professor of philosophy and a Celtic bard poet who has indie published a string of high concept science fiction novels in recent years.\\n\\nEiruna is Myers hitting his full stride.\\n\\nFanged Noumena by Nick Land\\n\\nNick Land is the philosopher-prophet of the Accelerationist movement, worshipped by tech billionaires and neo-reactionaries since writing his guide to the Dark Enlightenment\\n\\nBut before he went properly mental Land was a serious philosopher of Kant, Marx and cybernetics at the legendary CCRU at Warwick university\\n\\nLand’s early “theory fictions” collected in Fanged Noumena are heavily influenced by William Gibson’s Neuromancer. Imagine if Skibidi Toilet had a serious meaning and you’re starting to get the vibe of Land’s Meltdown\\n\\nAnother Now : Dispatches From An Alternative Present by Yanis Varoufakis\\n\\nBy definition our ideas of what a “better world” might look like are always fictions and fantasies. The only place Communism has ever or will ever exist is in our imagination. But visions can have potent political power.\\n\\nSo when one of today’s most powerful real world Marxist politicians writes a collection of science fiction stories, it’s something to take note of.\\n\\nI haven’t read Yanis Varoufakis’ Another Now yet, but it’s on my list as an antidote to the fallen Marxism of Land. Are you spotting a socialist trend in my 2025 reads?\\n\\nLet’s get into why.\\n\\nWE by Yevgeny Zamyatin\\n\\nMy prediction for 2025 include the statement that our sci-fi future begins until late stage capitalism collapses. And I think this is the reason why socialism and Marxism are having a popular revival.\\n\\nWhich makes it essential to understand the huge failings if both. Yevgeny Zamyatin was an insider on the Russian revolution who quickly saw how Marxism was failing in practice.\\n\\nWE is Zamyatin’s brutal critique of “scientific socialism” and the book which, perhaps, inspired Orwell’s 1984. It was censored and remained little known until quite recently\\n\\nAn essential read for 2025\\n\\nThe Electric State by Simon Stalenhag\\n\\nAnd a final movie inspired recommendation. The Electric State by Simon Stålenhag, without contest the most influential sci-fi illustrator of the last decade, is getting a Netflix movie adaptation in March 2025\\n\\nThe Russo Brothers seem like the least likely directors to capture Stalenhags bleak and oblique graphic narratives, and with Millie Bobby Brown and Chris Pratt starring it likely will be a very loose adaptation\\n\\nBut we can also just ignore the movie and use it as an excuse to meditate again on Stålenhags beautifully mundane sci-fi visions\", \"url\": \"https://damiengwalter.com/2024/12/30/10-science-fiction-books-to-read-in-2025/\", \"with\": [\"We don’t have the flying cars but we do have the pocket supercomputers.\", \"The Running Man by Richard Bachman / Stephen King\", \"Frankenstein is the science fiction novel most people have heard of but never read.\", \"The Russo Brothers seem like the least likely directors to capture Stalenhags bleak and oblique graphic narratives\"], \"without\": [\"Previous Post\", \"Next post:\", \"Published by Damien Walter\", \"Subscribe to get access\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4375", "input": "https://bigwalldecor.com/?srsltid=AfmBOorh1op9uY84VGXyJyDc8b_spzX7-GZqwkfM0ZYeKKcT7nb5GcFa", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4375\", \"ground_truth_path\": \"source/test/ground-truth/4375.json\", \"ground_truth_sha256\": \"723bad9d89c96999826f07c49bab416821f7bee817fce5a5caa07741c3e236f0\", \"html_path\": \"source/test/html/4375.html.gz\", \"html_sha256\": \"90ed7100833f02c9107410fc53e73304d6fe45a2ebf0e9a6809b36904ffb0527\", \"page_type\": \"collection\", \"reference\": \"BIG ART ENERGY\\n\\nTHE POWER TO TRANSFORM YOUR SPACE.\\n\\nTHE BIGGEST SIZES ONLINE\\n\\nTHE BIGGEST WALL ART, ANYWHERE\\n\\nBIG Wall Decor is the largest online store for affordable, oversized wall art and decor. We work with this generation’s favorite artists to bring you high quality pieces that are larger than life.\\n\\nTHIS IS BIG ART ENERGY\\n\\nBIG Art Energy is the power of art to transform a room and the people in it. It’s what happens when a bold, oversized art fills your walls with confidence and emotion instead of emptiness. Because when your walls feel alive, you do too.\\n\\nAS SEEN IN\\n\\nDISCOVER MORE ARTWORK\\n\\nTOP SELLING\\nMINIMALIST\\nNATURE\\nPOP ART\\nFLORAL HEAD\\nABSTRACT\\nURBAN\\nSURREAL\\n\\nBEST SELLING LARGE WALL ART\\n\\nLARGE WALL ART. MADE EASY.\\n\\nOwning oversized art used to be expensive, complicated, and permanent. We fixed all that. BIG Wall Decor turns ordinary walls into statements.\\n\\nTHREE WAYS TO HANG ART\\n\\nWhether it’s Artfab swappable prints & Infinity frame, Museum Grade Infused Acrylic, or renter friendly Stickablez peel and stick canvas, you’ve got 3 easy ways to hang oversized art made to fit real life.\\n\\nNEW LARGE WALL ART\\n\\nCUSTOMIZE YOUR OWN ART\\n\\nDon’t let your photos stay hidden on your phone. Instead turn them into a captivating collage that you can enjoy.\\n\\nSIZE MATTERS: GET MORE FOR YOUR MONEY\\n\\nAt BIG Wall Decor, we understand that when it comes to wall art, size matters. That’s why we’re proud to offer the largest sizes for the best value in the industry. We believe that everyone deserves to make a statement with their art, regardless of budget constraints. Unlike traditional galleries where large-scale pieces come with extravagant price tags, we’ve made it our mission to break down barriers and make high-quality art accessible to all.\\n\\nREAL ARTISTS. REAL STORIES. REAL BIG.\\n\\nWe now collaborate with over 90 independent artists — each with their own bold perspective. When you buy BIG, you support the people who make your walls worth looking at. The artist also gets a share of the sale, so you are directly contributing to them with your purchase. We exist for the artists who dare to dream large and for the collectors who crave something authentic.\\n\\nWHO IS BIG WALL DECOR?\\n\\nWe make large-scale, artist-designed wall art that’s bold, affordable, and built for real life (not art snobs). Our pieces aren’t just big — they’re designed to transform your space, becoming the focal point of any room. With thousands of artworks from global creators, simple returns, and flexible formats, BIG Wall Decor is your one-stop shop for oversized art that fits your style and your life.\\n\\nWe believe art should be accessible, not intimidating. That’s why every piece is easy to hang, easy to change, and easy to love.\\nNo art degrees. No gatekeepers. Just walls that look alive.\\n\\nThis is Big Art Energy — the force that makes your space feel bigger, bolder, and undeniably you.\\n\\nBIG WALL DECOR BLOGS\\n\\nLet us help guide you through the exciting world of oversized artwork.\", \"url\": \"https://bigwalldecor.com/?srsltid=AfmBOorh1op9uY84VGXyJyDc8b_spzX7-GZqwkfM0ZYeKKcT7nb5GcFa\", \"with\": [\"BIG Wall Decor is the largest online store for affordable, oversized wall art\", \"Whether it’s Artfab swappable prints & Infinity frame, Museum Grade Infused Acrylic\", \"We believe art should be accessible, not intimidating\", \"This is Big Art Energy — the force that makes your space feel bigger, bolder\"], \"without\": [\"Best Sellers\", \"No products in the cart\", \"support@bigwalldecor.com\", \"Sign up for 10% Off\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4376", "input": "https://shop.americantourister.com/luggage/carry-on?srsltid=AfmBOooaFqnALWWgcOlTqSgVGXZG-f7Bx9cX-CBE3znuOfnj2v50dPPo", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4376\", \"ground_truth_path\": \"source/test/ground-truth/4376.json\", \"ground_truth_sha256\": \"0c7fcf1aa8d7a04a231743652ba2d32866782f8a8ea2456b9abd7ea63f599650\", \"html_path\": \"source/test/html/4376.html.gz\", \"html_sha256\": \"5397c9989fbfeaa607d3fea801ee9949a87c3e129c7dcff65986ef74812ec003\", \"page_type\": \"collection\", \"reference\": \"Rejoy Carry-On\\n$79.99\\n43% Savings\\nComp. Value $139.99\\n6 colors\\n\\nFastForward Carry-On\\n$119.99\\n4 colors\\n\\nAirconic Carry-On\\n$79.99\\n47% Savings\\nComp. Value $149.99\\n7 colors\\n\\nDisney Minnie Carry-On\\n$79.99\\n43% Savings\\nComp. Value $139.99\\n1 color\\n\\nAir Move Carry-On\\n$70.00\\n50% Savings\\nComp. Value $139.99\\n5 colors\\n\\nStratum 3.0 Spinner Carry-On\\n$89.99\\n44% Savings\\nComp. Value $159.99\\n4 colors\\n\\nDisney Mickey Carry-On\\n$79.99\\n43% Savings\\nComp. Value $139.99\\n1 color\\n\\nDisney Legends Dots Carry-On\\n$75.00\\n50% Savings\\nComp. Value $149.99\\n2 colors\\n\\nSonic Carry-On\\n$60.00\\n50% Savings\\nComp. Value $119.99\\n3 colors\\n\\nWavebreaker Disney Carry-On\\n$79.99\\n53% Savings\\nComp. Value $169.99\\n5 colors\\n\\nDisney Characters Kids Carry-On\\n$89.99\\n7 colors\\n\\nWavebreaker Carry-On\\n$79.99\\n38% Savings\\nComp. Value $129.99\\n7 colors\\n\\nCarry-On Luggage by American Tourister: Adventure Starts Here\\n\\nAmerican Tourister's carry-on luggage is designed for travelers who embrace spontaneity and seek stylish, practical solutions for every journey. Lightweight, durable, and thoughtfully designed, our carry-on suitcases ensure your next adventure is as seamless as it is exciting.\\n\\nDiscover the Best in Carry-On Luggage\\n\\nWhether you're jetting off for a weekend getaway or embarking on a business trip, our collection offers the best carry-on luggage options for every traveler. From compact carry-on size luggage to sleek carry-on small suitcases, our lineup ensures you stay organized and prepared while traveling light.\\n\\nExplore our collection to find:\\n\\n- Best carry-on suitcase for style and functionality\\n- Rolling carry-on luggage for effortless mobility\\n- Durable and stylish carry-on luggage built to keep up with your adventures\\n\\nFor more travel solutions, consider our luggage sets for coordinated packing or explore fun designs in our Disney & Star Wars collection.\\n\\nWhat Size Luggage Is Allowed for Carry-Ons?\\n\\nMost airlines adhere to standard carry-on size restrictions, ensuring your luggage fits comfortably in overhead compartments. While specific dimensions can vary by airline, the general guideline for carry-on luggage is:\\n\\n- 22 x 14 x 9 inches, including wheels and handles\\n\\nAmerican Tourister's carry-on size luggage is designed to meet these requirements, making it a hassle-free option for travelers. Whether you're opting for our rolling carry-on luggage or a carry-on small suitcase, you'll enjoy a perfect balance of style, functionality, and compliance with airline regulations.\\n\\nWhy Choose American Tourister Carry-On Luggage?\\n\\nOur carry-on suitcases are crafted to meet the needs of modern travelers with features that enhance every trip:\\n\\n- Smart Design: Perfectly sized to fit most airline overhead compartments, our carry-on size luggage ensures hassle-free boarding.\\n- Effortless Mobility: Equipped with smooth-rolling wheels and ergonomic handles, our rolling carry-on luggage makes navigating airports a breeze.\\n- Lightweight Durability: Constructed with durable materials that stand up to the rigors of travel without weighing you down.\\n- Fun and Stylish Options: Choose from a variety of vibrant colors and patterns that reflect your unique personality.\\n\\nLooking for other luggage types? Check out our hardside luggage for added durability or softside luggage for flexible packing options.\\n\\nTravel Your Way\\n\\nAt American Tourister, we believe travel should be joyful and stress-free. Pair your carry-on luggage with travel accessories to make packing and organizing a breeze. For additional travel solutions, explore our complete luggage collection for everything you need to pack with confidence.\\n\\nWhether you're searching for the best carry-on luggage or a functional carry-on small suitcase, American Tourister helps you pack with confidence and travel in style. Ready to start your next adventure? Explore our full collection of carry-on suitcases today.\", \"url\": \"https://shop.americantourister.com/luggage/carry-on?srsltid=AfmBOooaFqnALWWgcOlTqSgVGXZG-f7Bx9cX-CBE3znuOfnj2v50dPPo\", \"with\": [\"Rejoy Carry-On\", \"Lightweight Durability: Constructed with durable materials that stand up to the rigors of travel without weighing you down.\", \"At American Tourister, we believe travel should be joyful and stress-free.\", \"22 x 14 x 9 inches, including wheels and handles\"], \"without\": [\"Do Not Sell or Share My Personal Information\", \"Accessibility\", \"Quick Shop\", \"Product Name\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4381", "input": "https://softwaremill.com/business-insights/best-tech-podcasts-for-ctos-and-it-decision-makers/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4381\", \"ground_truth_path\": \"source/test/ground-truth/4381.json\", \"ground_truth_sha256\": \"5ba01aa093150af99e16797cdb6046783d208ba57490e67087b8587eb3466f2d\", \"html_path\": \"source/test/html/4381.html.gz\", \"html_sha256\": \"63f076e7d6828ce15d9f21d483275088242d5f78ef1870dc63e5c84344e8390c\", \"page_type\": \"article\", \"reference\": \"In a tech industry where attention is currency and insight is power, IT leaders can't afford to waste time on noise. We've curated a list of insightful and substantive podcasts that deserve a spot on every IT decision maker's playlist. These aren't your average tech chats, they're the strategic soundwaves fueling boardroom decisions and innovation roadmaps.\\n\\nIf you want to know what your competitor’s CTO is listening to between meetings, you’re in the right place.\\n\\nWhy are podcasts an essential tool for tech companies leaders?\\n\\nHere, in IT, we all love podcasts.\\n\\nWhether we're jogging, hitting the gym, stuck in traffic, cooking Sunday dinner, or tidying up the house, chances are, we’re tuned into our favorite show.\\n\\nAccording to PodcastStatistics, the industry has skyrocketed in recent years. By the end of 2025, the global number of listeners is expected to surpass 600 million. Among the most popular genres, tech & business podcasts are holding strong.\\n\\nWhat are the top podcasts for tech enthusiasts?\\n\\nConsider this your ultimate guide. We’ve done the hard work, scouring the ocean of technology podcasts to spotlight the ones that truly matter and provide you with important tech news and real life stories.\\n\\nNo fluff. No filler. Just sharp, strategic content you can rely on.\\n\\nRecommended list of top podcasts for IT decision makers\\n\\nTech Lead Journal\\n\\nHost Henry Suryawirawan, a seasoned engineer and cloud advocate, cuts through the noise to focus on what truly matters: the human and strategic side of technical leadership.\\n\\nEach episode brings you face-to-face with experienced tech industry experts who share their personal journeys and hard-won lessons on building high-performance teams, cultivating technical excellence, and navigating the complex road from coding to leadership.\\n\\nForget generic advice. This podcast is where you'll find actionable insights on software architecture, building great products, and shaping the culture of your team. If you want to master the skills no school can teach you, start here.\\n\\nVisit Tech Lead Journal website for more.\\n\\nAlphalist\\n\\nBecoming a CTO is a journey. Staying one requires a community. The Alphalist podcast is where you'll find it. Born from an exclusive network of CTOs, this show goes beyond trends and buzzwords to tackle the unique challenges only a technical leader can understand.\\n\\nHosts from the Alphalist CTO Network bring you firsthand discussions with top players in the global tech world ecosystem. This isn't just theory, it's a trusted space for leaders to share practical problems and real-world solutions.\\n\\nIf you're looking to grow beyond the \\\"alpha version\\\" of yourself and learn from a peer group that truly gets it, this is your go-to source for actionable leadership insights.\\n\\nVisit Alphalist Podcast website for more.\\n\\nRefactoring Podcast\\n\\nWriting great software is only half the battle. The other half is working well with humans. This is the core belief behind the Refactoring Podcast, which tackles the most crucial and often overlooked side of engineering leadership.\\n\\nHosted by Luca Rossi, this show publishes new episodes every two weeks with world-class leaders like DHH and Martin Fowler. You'll hear their firsthand insights and breaking tech news on everything from building scalable systems to machine learning or cultivating a high-performing team.\\n\\nBy the way, with a community of over 150,000 engineers and managers, Refactoring offers more than just a podcast. It's a direct line to actionable ideas and deep-dive essays that will help you master your job's technical and human challenges.\\n\\nVisit Refactoring Podcast website for more.\\n\\nPragmatic Engineer\\n\\nFrom the inside of Big Tech and startups, this is where you get the unvarnished truth about building software. Hosted by Gergely Orosz, a seasoned engineering manager from Uber and Microsoft, The Pragmatic Engineer is an in-depth plunge into the true challenges and hard-won lessons that define a career in tech.\\n\\nThis podcast is the audio companion to Substack's number one tech newsletter. It's a masterclass in pragmatic engineering, sharing compelling stories and advice from experienced professionals. Don't expect a marketing pitch; expect actionable, no-nonsense insights on everything from career growth to navigating complex technical landscapes.\\n\\nDefinitely, this one is essential for any software engineer or engineering leader who wants to understand how the industry works.\\n\\nVisit the Pragmatic Engineer website for more.\\n\\nBeyond the Desk\\n\\nTrue innovation in insurance technology happens beyond the desk. Hosted by Mark Thomas, a seasoned recruiter in the sector, this podcast features direct conversations with leaders actively shaping the industry's future.\\n\\nEach week, Thomas delves into these experts' career journeys, pivotal moments, and challenges. Listeners will gain valuable insights into thinking strategically, overcoming adversity, and achieving success in insurance tech.\\n\\nThis podcast is an opportunity to learn firsthand from the individuals truly making a difference in the field.\\n\\nVisit Beyond the Desk website for more.\\n\\nAll-In Podcast\\n\\nThis isn't just a podcast about tech, it’s about power, business, and the forces shaping our world. What began as a poker game among four friends has become a top-ranked show that offers raw, unfiltered conversations.\\n\\nHosted by tech moguls Chamath Palihapitiya (Social Capital), Jason Calacanis (This Week in Startups), David Sacks (PayPal), and David Friedberg (The Production Board), the All-In Podcast provides an insider's look at the intersection of technology, venture capital, and society.\\n\\nWhile the show ventures far beyond the typical tech world, with influential guests like Sam Altman, Sheryl Sandberg, or Elon Musk, this is precisely what makes it so valuable. For any leader looking to broaden their horizons, it offers fascinating insights on business strategy and emerging trends from a unique, all-in perspective.\\n\\nVisit the All-In Podcast website for more.\\n\\nDiary of a CEO\\n\\nHere's another podcast that extends far beyond the tech world but offers valuable insights. Hosted by entrepreneur Steven Bartlett, Diary of a CEO explores the stories and lessons of some of the world's most influential people.\\n\\nThe show delves into the journeys of leaders and thinkers from various fields, from business to psychology. While it doesn't focus on technology, it provides a broader perspective on leadership, creativity, and innovation.\\n\\nListeners can gain practical wisdom on managing teams, building companies, and navigating professional challenges, drawing on the experiences of those who have achieved significant success.\\n\\nVisit the Diary of a CEO website for more.\\n\\nBeyond the Commit\\n\\nA brand new proposition for leaders who know that actual impact goes far beyond a single code commit. Hosted by PaweÅ Dolega, a CTO with two decades of experience, this show takes you directly into the minds of top technology leaders.\\n\\nInstead of theoretical discussions, you'll get candid, tech-leader to tech-leader chats grounded in real challenges and tech trends. Each episode dives into the difficult architecture choices, scaling strategies, and the delicate craft of building a resilient engineering culture.\\n\\nIt's an unfiltered look at what it takes to lead from the front lines, providing pure value for those serious about technical leadership.\\n\\nVisit Beyond the Commit website for more.\\n\\na16z Podcast\\n\\nProduced by Andreessen Horowitz, a leading venture capital firm, the a16z Podcast is a window into the minds of the people building the future.\\n\\nThis show goes beyond the headlines to explore how technology is changing companies and reshaping society, culture, and daily life. With expert discussions on everything from AI and fintech to healthcare and enterprise, the podcast features insights from a16z partners, top founders, and leading thinkers.\\n\\nIt offers a unique, inside perspective on the most significant trends in tech and provides valuable context for anyone seeking to understand where the industry is heading next. a16z podcast is a key source of information for founders and curious leaders alike.\\n\\nVisit a16z Podcast website for more.\\n\\nLex Fridman Podcast\\n\\nFor a deep dive into the most fundamental questions of our time, look no further than the Lex Fridman Podcast. Hosted by Lex Fridman, an AI researcher from MIT, the show is built on the premise that the future of technology is inseparable from the nature of humanity itself.\\n\\nFridman conducts long-form conversations with some of the world's most fascinating minds: from Nobel-winning physicists and celebrated mathematicians to tech pioneers and thought-provoking artists.\\n\\nWhile topics often center on AI, science, and engineering, the actual value lies in the philosophical exploration of consciousness, intelligence, love, and power. This is the place for a broader, more profound perspective beyond the code to consider the bigger picture.\\n\\nVisit Lex Fridman Podcast website for more.\\n\\nTheo - t3.gg\\n\\nLast but not least on our list is Theo's channel. For an unvarnished, high-energy take on the world of software development, check out this dynamic show. Known for his candid and often provocative style, Theo dives into the latest trends and controversies in the tech industry, from the state of AI to the future of JavaScript frameworks.\\n\\nThis isn't a traditional podcast format; it's a direct pipeline to the sharp insights and strong opinions of a full-stack developer who isn't afraid to challenge the status quo. With a massive and engaged community on YouTube, his videos are a great way to stay connected to what the developer community is truly buzzing about.\\n\\nTheo is a must-watch if you want to know what developers are thinking and debating.\\n\\nVisit Theo - t3.gg website for more.\\n\\nTech Podcasts Frequently Asked Questions (FAQ)\\n\\nWhat is the best podcast for a CTO?\\n\\nThe \\\"best\\\" podcast depends on your needs, but some of our choices like Tech Lead Journal and Beyond the Commit focus on the strategic and human aspects of technical leadership.\\n\\nWhich podcasts cover software engineering trends?\\n\\nFor deep dives into software engineering, consider The Pragmatic Engineer and Refactoring Podcast, which offer expert insights on coding practices and team management.\\n\\nAre there any non-tech podcasts that tech leaders should listen to?\\n\\nYes, podcasts like All-In Podcast and Diary of a CEO are highly recommended for broadening your perspective beyond tech, with discussions and interesting stories on business, leadership, and society.\\n\\nWhat is a good tech podcast for understanding venture capital?\\n\\nThe a16z Podcast, produced by leading VC firm Andreessen Horowitz, is an excellent resource for insights into tech investments, market trends, and innovation.\\n\\nWhich podcasts are best for staying updated on the latest tech news?\\n\\nIf you're focused solely on news, start with WSJ Tech News Briefing, a concise daily update from The Wall Street Journal covering the latest in Silicon Valley, artificial intelligence, and global tech shifts.\\n\\nNext step? Just push play & listen to IT visionaries\\n\\nYour competitor's playlist is no longer a mystery.\\n\\nWe've cut through the noise to deliver the essential insights you need to stay ahead. The real value of these shows isn't just in the knowledge they offer, but in the strategic advantage they provide. By tuning in, you're not just staying informed; you're shaping the decisions that will define the future of your software developers, your products, and your career.\\n\\nNow, all that's left to do is press play.\", \"url\": \"https://softwaremill.com/business-insights/best-tech-podcasts-for-ctos-and-it-decision-makers/\", \"with\": [\"If you want to know what your competitor’s CTO is listening to between meeting\", \"From the inside of Big Tech and startups, this is where you get the unvarnished \", \"It offers a unique, inside perspective on the most significant trends in tech an\", \"We've cut through the noise to deliver the essential insights you need to stay a\"], \"without\": [\"End-to-End Partnership\", \"High-Performance Modern Backends\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4394", "input": "https://www.georgjensen.com/en-us/jewelry/silver-earrings?srsltid=AfmBOooNSzimlibiBYWtbMeAg8DDQ6pMO5WfYi6Qv2QGiZSrRftpE5YA", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4394\", \"ground_truth_path\": \"source/test/ground-truth/4394.json\", \"ground_truth_sha256\": \"a84991646fd6df21d287329e1c6e47f455d48f849d4c670a5618b52a53eaad0f\", \"html_path\": \"source/test/html/4394.html.gz\", \"html_sha256\": \"f2f0eb7be593043fdaf64d6552d20686feb4fe27df45d54c84b5e7dc1c6065b1\", \"page_type\": \"collection\", \"reference\": \"Sterling silver earrings\\n\\nThe luminous allure of sterling silver is truly timeless. Sophisticated and understated, it is the perfect choice for earrings, with studs or drops working beautifully for day, and dangle or long chandeliers adding a touch of glamour for the evening. Explore 18kt. Gold earrings, diamond earrings or see all earrings.\\n\\nReflect Earrings\\n\\nSterling Silver\\n\\n$490.00\\n\\nOffspring Medium Earrings\\n\\nSterling Silver\\n\\n$520.00\\n\\nOffspring Large Earrings\\n\\nSterling Silver\\n\\n$670.00\\n\\nOffspring Medium Earrings\\n\\nRhodium plated sterling silver, Diamonds, 0.08 ct.\\n\\n$1,200.00\\n\\nHERITAGE 2026 Earrings\\n\\nOxidised sterling silver, Sodalite\\n\\n$370.00\\n\\nOnly 2 left\\n\\nHERITAGE 2026 Earrings\\n\\nOxidised sterling silver\\n\\n$290.00\\n\\nOnly 2 left\\n\\nHERITAGE 2026 Ear Clips\\n\\nOxidised sterling silver, Sodalite\\n\\n$370.00\\n\\nOnly 1 left\\n\\nHERITAGE 2026 Ear Clips\\n\\nOxidised sterling silver\\n\\n$290.00\\n\\nMOONLIGHT GRAPES Earrings\\n\\nOxidised sterling silver\\n\\n$360.00\\n\\nOnly 3 left\\n\\nREFLECT Earring, small\\n\\nSterling Silver\\n\\n$330.00\\n\\nOnly 1 left\\n\\nMOONLIGHT GRAPES Ear stud\\n\\nSterling Silver\\n\\n$150.00\\n\\nMERCY Earrings\\n\\nSterling Silver\\n\\n$480.00\\n\\nDAISY Earrings\\n\\nRhodium plated sterling silver, Blue enamel\\n\\n$290.00\\n\\nOnly 1 left\\n\\nOFFSPRING Earrings\\n\\nSterling Silver\\n\\n$150.00\\n\\nMOONLIGHT GRAPES Earrings, Small\\n\\nSterling Silver\\n\\n$330.00\\n\\nOnly 4 left\\n\\nINFINITY Earhoops, Large\\n\\nSterling Silver\\n\\n$550.00\\n\\nOnly 3 left\\n\\n2025 HERITAGE Earrings\\n\\nOxidised sterling silver, Amazonite\\n\\n$350.00\\n\\nOnly 1 left\\n\\nMERCY Earrings\\n\\nSterling Silver\\n\\n$220.00\\n\\nMOONLIGHT GRAPES Long Earrings\\n\\nSterling Silver\\n\\n$700.00\\n\\nCURVE Earrings\\n\\nSterling Silver\\n\\n$400.00\\n\\nOnly 4 left\\n\\nMOONLIGHT GRAPES Ear cuff\\n\\nOxidised sterling silver\\n\\n$270.00\\n\\nOnly 2 left\\n\\nDAISY Earrings\\n\\nSterling Silver, White enamel\\n\\n$290.00\\n\\nOnly 3 left\\n\\nOFFSPRING Earhoops, Small\\n\\nSterling Silver\\n\\n$290.00\\n\\nOnly 4 left\\n\\nDAISY Earhooks\\n\\n18 kt. gold plated sterling silver, White enamel\\n\\n$220.00\\n\\nOnly 4 left\\n\\nMOONLIGHT BLOSSOM Earrings\\n\\nSterling Silver, Black onyx\\n\\n$360.00\\n\\nOnly 1 left\\n\\nMERCY Earhoops, Large\\n\\nSterling Silver\\n\\n$290.00\\n\\nOnly 3 left\\n\\nDAISY Ear Studs\\n\\n18 kt. gold plated sterling silver, White enamel\\n\\n$150.00\\n\\nOnly 4 left\\n\\nMOEBIUS Earrings\\n\\nSterling Silver\\n\\n$550.00\\n\\nOnly 2 left\\n\\nDAISY Ear Studs\\n\\nSterling Silver, Blue enamel\\n\\n$190.00\\n\\nDAISY Double Earrings\\n\\nSterling Silver, White enamel\\n\\n$230.00\\n\\nOnly 2 left\\n\\nVIVIANNA TORUN Long Earrings\\n\\nSterling Silver\\n\\n$300.00\\n\\nREFLECT Earring, large\\n\\nSterling Silver\\n\\n$440.00\\n\\nOnly 1 left\\n\\nDAISY Ear Studs\\n\\n18 kt. gold plated sterling silver, White enamel, Diamonds, 0.10 ct.\\n\\n$625.00\\n\\nOnly 2 left\\n\\nDAISY Earrings\\n\\n18 kt. gold plated sterling silver, White enamel\\n\\n$290.00\\n\\nOnly 3 left\\n\\nINFINITY Earhoops\\n\\nSterling Silver\\n\\n$410.00\\n\\nOnly 4 left\\n\\nOFFSPRING Earhoops, Medium\\n\\nSterling Silver\\n\\n$410.00\\n\\nGeorg Jensen's World of Silver Earrings\\n\\nMany women feel undressed without their earrings. They are the little detail that adds a hint of femininity to a work outfit or the last finishing touch of glamour to evening-wear. They may not be the largest piece of jewelry but sterling silver earrings for women can make a big difference to the way you look and the way you feel.\\n\\nTraditional rules say that simple sterling silver hoop earrings or understated studs are best for daytime but they need not be boring! We offer many striking examples that are discrete enough to wear for work but have unusual organic forms or unique details. And many come as sterling silver clip on earrings so don't worry if you do not have piercings.\\n\\nFor evening, sterling silver dangle earrings are the most glamorous and we have everything from delicate contemporary designs to bold sculptural shapes. Feel free to mix and match - they don't have to be worn as a pair. And if you have more than one piercing in your ear, experiment by using both sterling silver drop earrings and studs to create a truly individual style.\", \"url\": \"https://www.georgjensen.com/en-us/jewelry/silver-earrings?srsltid=AfmBOooNSzimlibiBYWtbMeAg8DDQ6pMO5WfYi6Qv2QGiZSrRftpE5YA\", \"with\": [\"Rhodium plated sterling silver, Diamonds, 0.08 ct.\", \"18 kt. gold plated sterling silver, White enamel\", \"Traditional rules say that simple sterling silver hoop earrings or understated s\"], \"without\": [\"Shop by Category\", \"New Arrivals\", \"when it is in stock online\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4396", "input": "https://www.analuisa.com/collections/sterling-silver-earrings/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4396\", \"ground_truth_path\": \"source/test/ground-truth/4396.json\", \"ground_truth_sha256\": \"1cd9f44975639235b4b793abfa5bd18d275b107262aa8317bb48eebfe1f6e214\", \"html_path\": \"source/test/html/4396.html.gz\", \"html_sha256\": \"ac3be2b4bd330741367fcebb30336827c6cc1a9b197277a37372e2a2377c085c\", \"page_type\": \"collection\", \"reference\": \"Sterling Silver Earrings\\n\\n31 products\\n\\nNate\\nBold Huggie Hoops\\n$75\\n\\nElios\\nSun Huggie Hoops\\n$65\\n\\nMini Huggie Hoops\\nSterling Silver\\n$65\\n\\nSterling Silver Mini Huggie Hoops\\n$65\\n\\nToda\\nDouble Hoop Earrings\\n$85\\n\\nSuzanne\\nHuggie Hoop Earrings\\n$75\\n\\nZara\\nSmall Stud Earring\\n$50\\n\\nRox Mini Silver\\nSterling Silver Elongated Mini Hoops\\n$75\\n\\nLo Medium\\nMedium Slim Endless Hoops\\n$95\\n\\nNava\\nHuggie Hoops\\n$75\\n\\nLo Small\\nSmall Slim Endless Hoops\\n$85\\n\\nToda Silver\\nDouble Hoop Earrings\\n$85\\n\\nSuzanne Silver\\nHuggie Hoop Earrings\\n$75\\n\\nHarley\\nDouble Hoop Earrings\\n$75\\n\\nSuzanne Medium\\nPavé Huggie Hoops\\n$95\\n\\nLo Small Silver\\nSmall Slim Endless Hoops\\n$85\\n\\nLo Medium Silver\\nMedium Slim Endless Hoops\\n$95\\n\\nDebbie\\nGold Stud Earrings\\n$50\\n\\nRox Mini\\nGold Hoop Earrings\\n$75\\n\\nRox Small\\nGold Hoop Earrings\\n$85\\n\\nRox Small Silver\\nSmall Hoop Earrings\\n$85\", \"url\": \"https://www.analuisa.com/collections/sterling-silver-earrings/\", \"with\": [\"Sterling Silver Earrings\", \"Bold Huggie Hoops\", \"Sun Huggie Hoops\", \"Double Hoop Earrings\", \"Small Slim Endless Hoops\", \"Pavé Huggie Hoops\"], \"without\": [\"Be the first to know\", \"Our Mission\", \"Sms Privacy Policy\", \"Secure Checkout Options\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "4400", "input": "https://legacy.reactjs.org/docs/hooks-effect.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4400\", \"ground_truth_path\": \"source/test/ground-truth/4400.json\", \"ground_truth_sha256\": \"f23a79f8cc764e18296372a50450d146d103f40c4f6ec2f3791a0f15e779f7e1\", \"html_path\": \"source/test/html/4400.html.gz\", \"html_sha256\": \"2aff0bc228eaa67563c0efcc13a51a9c0c13b6597f7d56b56d9d7f30428857c8\", \"page_type\": \"documentation\", \"reference\": \"These docs are old and won't be updated. Go to react.dev for the new React docs.\\n\\nThese new documentation pages teach modern React and include live examples:\\n\\n- Synchronizing with Effects\\n- You Might Not Need an Effect\\n- useEffect\\n\\nHooks are a new addition in React 16.8. They let you use state and other React features without writing a class.\\n\\nThe Effect Hook lets you perform side effects in function components:\\n\\nimport React, { useState, useEffect } from 'react';\\nfunction Example() {\\n const [count, setCount] = useState(0);\\n\\n // Similar to componentDidMount and componentDidUpdate:\\n useEffect(() => {\\n // Update the document title using the browser API\\n document.title = `You clicked ${count} times`;\\n });\\n return (\\n
\\n

You clicked {count} times

\\n \\n
\\n );\\n}\\n\\nThis snippet is based on the counter example from the previous page, but we added a new feature to it: we set the document title to a custom message including the number of clicks.\\n\\nData fetching, setting up a subscription, and manually changing the DOM in React components are all examples of side effects. Whether or not you're used to calling these operations \\\"side effects\\\" (or just \\\"effects\\\"), you've likely performed them in your components before.\\n\\nTip\\n\\nIf you're familiar with React class lifecycle methods, you can think of useEffect Hook as componentDidMount, componentDidUpdate, and componentWillUnmount combined.\\n\\nThere are two common kinds of side effects in React components: those that don't require cleanup, and those that do. Let's look at this distinction in more detail.\\n\\nEffects Without Cleanup\\n\\nSometimes, we want to run some additional code after React has updated the DOM. Network requests, manual DOM mutations, and logging are common examples of effects that don't require a cleanup. We say that because we can run them and immediately forget about them. Let's compare how classes and Hooks let us express such side effects.\\n\\nExample Using Classes\\n\\nIn React class components, the render method itself shouldn't cause side effects. It would be too early — we typically want to perform our effects after React has updated the DOM.\\n\\nThis is why in React classes, we put side effects into componentDidMount and componentDidUpdate. Coming back to our example, here is a React counter class component that updates the document title right after React makes changes to the DOM:\\n\\nclass Example extends React.Component {\\n constructor(props) {\\n super(props);\\n this.state = {\\n count: 0\\n };\\n }\\n\\n componentDidMount() {\\n document.title = `You clicked ${this.state.count} times`;\\n }\\n componentDidUpdate() {\\n document.title = `You clicked ${this.state.count} times`;\\n }\\n\\n render() {\\n return (\\n
\\n

You clicked {this.state.count} times

\\n \\n
\\n );\\n }\\n}\\n\\nNote how we have to duplicate the code between these two lifecycle methods in class.\\n\\nThis is because in many cases we want to perform the same side effect regardless of whether the component just mounted, or if it has been updated. Conceptually, we want it to happen after every render — but React class components don't have a method like this. We could extract a separate method but we would still have to call it in two places.\\n\\nNow let's see how we can do the same with the useEffect Hook.\\n\\nExample Using Hooks\\n\\nWe've already seen this example at the top of this page, but let's take a closer look at it:\\n\\nimport React, { useState, useEffect } from 'react';\\nfunction Example() {\\n const [count, setCount] = useState(0);\\n\\n useEffect(() => {\\n document.title = `You clicked ${count} times`;\\n });\\n return (\\n
\\n

You clicked {count} times

\\n \\n
\\n );\\n}\\n\\nWhat does useEffect do? By using this Hook, you tell React that your component needs to do something after render. React will remember the function you passed (we'll refer to it as our \\\"effect\\\"), and call it later after performing the DOM updates. In this effect, we set the document title, but we could also perform data fetching or call some other imperative API.\\n\\nWhy is useEffect called inside a component? Placing useEffect inside the component lets us access the count state variable (or any props) right from the effect. We don't need a special API to read it — it's already in the function scope. Hooks embrace JavaScript closures and avoid introducing React-specific APIs where JavaScript already provides a solution.\\n\\nDoes useEffect run after every render? Yes! By default, it runs both after the first render and after every update. (We will later talk about how to customize this.) Instead of thinking in terms of \\\"mounting\\\" and \\\"updating\\\", you might find it easier to think that effects happen \\\"after render\\\". React guarantees the DOM has been updated by the time it runs the effects.\\n\\nDetailed Explanation\\n\\nNow that we know more about effects, these lines should make sense:\\n\\nfunction Example() {\\n const [count, setCount] = useState(0);\\n\\n useEffect(() => {\\n document.title = `You clicked ${count} times`;\\n });\\n}\\n\\nWe declare the count state variable, and then we tell React we need to use an effect. We pass a function to the useEffect Hook. This function we pass is our effect. Inside our effect, we set the document title using the document.title browser API. We can read the latest count inside the effect because it's in the scope of our function. When React renders our component, it will remember the effect we used, and then run our effect after updating the DOM. This happens for every render, including the first one.\\n\\nExperienced JavaScript developers might notice that the function passed to useEffect is going to be different on every render. This is intentional. In fact, this is what lets us read the count value from inside the effect without worrying about it getting stale. Every time we re-render, we schedule a different effect, replacing the previous one. In a way, this makes the effects behave more like a part of the render result — each effect \\\"belongs\\\" to a particular render. We will see more clearly why this is useful later on this page.\\n\\nTip\\n\\nUnlike componentDidMount or componentDidUpdate, effects scheduled with useEffect don't block the browser from updating the screen. This makes your app feel more responsive. The majority of effects don't need to happen synchronously. In the uncommon cases where they do (such as measuring the layout), there is a separate useLayoutEffect Hook with an API identical to useEffect.\\n\\nEffects with Cleanup\\n\\nEarlier, we looked at how to express side effects that don't require any cleanup. However, some effects do. For example, we might want to set up a subscription to some external data source. In that case, it is important to clean up so that we don't introduce a memory leak! Let's compare how we can do it with classes and with Hooks.\\n\\nExample Using Classes\\n\\nIn a React class, you would typically set up a subscription in componentDidMount, and clean it up in componentWillUnmount. For example, let's say we have a ChatAPI module that lets us subscribe to a friend's online status. Here's how we might subscribe and display that status using a class:\\n\\nclass FriendStatus extends React.Component {\\n constructor(props) {\\n super(props);\\n this.state = { isOnline: null };\\n this.handleStatusChange = this.handleStatusChange.bind(this);\\n }\\n\\n componentDidMount() {\\n ChatAPI.subscribeToFriendStatus(\\n this.props.friend.id,\\n this.handleStatusChange\\n );\\n }\\n componentWillUnmount() {\\n ChatAPI.unsubscribeFromFriendStatus(\\n this.props.friend.id,\\n this.handleStatusChange\\n );\\n }\\n handleStatusChange(status) {\\n this.setState({\\n isOnline: status.isOnline\\n });\\n }\\n\\n render() {\\n if (this.state.isOnline === null) {\\n return 'Loading...';\\n }\\n return this.state.isOnline ? 'Online' : 'Offline';\\n }\\n}\\n\\nNotice how componentDidMount and componentWillUnmount need to mirror each other. Lifecycle methods force us to split this logic even though conceptually code in both of them is related to the same effect.\\n\\nNote\\n\\nEagle-eyed readers may notice that this example also needs a componentDidUpdate method to be fully correct. We'll ignore this for now but will come back to it in a later section of this page.\\n\\nExample Using Hooks\\n\\nLet's see how we could write this component with Hooks.\\n\\nYou might be thinking that we'd need a separate effect to perform the cleanup. But code for adding and removing a subscription is so tightly related that useEffect is designed to keep it together. If your effect returns a function, React will run it when it is time to clean up:\\n\\nimport React, { useState, useEffect } from 'react';\\n\\nfunction FriendStatus(props) {\\n const [isOnline, setIsOnline] = useState(null);\\n\\n useEffect(() => {\\n function handleStatusChange(status) {\\n setIsOnline(status.isOnline);\\n }\\n ChatAPI.subscribeToFriendStatus(props.friend.id, handleStatusChange);\\n return function cleanup() {\\n ChatAPI.unsubscribeFromFriendStatus(props.friend.id, handleStatusChange);\\n };\\n });\\n\\n if (isOnline === null) {\\n return 'Loading...';\\n }\\n return isOnline ? 'Online' : 'Offline';\\n}\\n\\nWhy did we return a function from our effect? This is the optional cleanup mechanism for effects. Every effect may return a function that cleans up after it. This lets us keep the logic for adding and removing subscriptions close to each other. They're part of the same effect!\\n\\nWhen exactly does React clean up an effect? React performs the cleanup when the component unmounts. However, as we learned earlier, effects run for every render and not just once. This is why React also cleans up effects from the previous render before running the effects next time. We'll discuss why this helps avoid bugs and how to opt out of this behavior in case it creates performance issues later below.\\n\\nNote\\n\\nWe don't have to return a named function from the effect. We called it cleanup here to clarify its purpose, but you could return an arrow function or call it something different.\\n\\nRecap\\n\\nWe've learned that useEffect lets us express different kinds of side effects after a component renders. Some effects might require cleanup so they return a function:\\n\\nuseEffect(() => {\\n function handleStatusChange(status) {\\n setIsOnline(status.isOnline);\\n }\\n\\n ChatAPI.subscribeToFriendStatus(props.friend.id, handleStatusChange);\\n return () => {\\n ChatAPI.unsubscribeFromFriendStatus(props.friend.id, handleStatusChange);\\n };\\n});\\n\\nOther effects might not have a cleanup phase, and don't return anything.\\n\\nuseEffect(() => {\\n document.title = `You clicked ${count} times`;\\n});\\n\\nThe Effect Hook unifies both use cases with a single API.\\n\\nIf you feel like you have a decent grasp on how the Effect Hook works, or if you feel overwhelmed, you can jump to the next page about Rules of Hooks now.\\n\\nTips for Using Effects\\n\\nWe'll continue this page with an in-depth look at some aspects of useEffect that experienced React users will likely be curious about. Don't feel obligated to dig into them now. You can always come back to this page to learn more details about the Effect Hook.\\n\\nTip: Use Multiple Effects to Separate Concerns\\n\\nOne of the problems we outlined in the Motivation for Hooks is that class lifecycle methods often contain unrelated logic, but related logic gets broken up into several methods. Here is a component that combines the counter and the friend status indicator logic from the previous examples:\\n\\nclass FriendStatusWithCounter extends React.Component {\\n constructor(props) {\\n super(props);\\n this.state = { count: 0, isOnline: null };\\n this.handleStatusChange = this.handleStatusChange.bind(this);\\n }\\n\\n componentDidMount() {\\n document.title = `You clicked ${this.state.count} times`;\\n ChatAPI.subscribeToFriendStatus(\\n this.props.friend.id,\\n this.handleStatusChange\\n );\\n }\\n\\n componentDidUpdate() {\\n document.title = `You clicked ${this.state.count} times`;\\n }\\n\\n componentWillUnmount() {\\n ChatAPI.unsubscribeFromFriendStatus(\\n this.props.friend.id,\\n this.handleStatusChange\\n );\\n }\\n\\n handleStatusChange(status) {\\n this.setState({\\n isOnline: status.isOnline\\n });\\n }\\n\\n render() {\\n return (\\n
\\n

You clicked {this.state.count} times

\\n \\n
\\n );\\n }\\n}\\n\\nNote how the logic that sets document.title is split between componentDidMount and componentDidUpdate. The subscription logic is also spread between componentDidMount and componentWillUnmount. And componentDidMount contains code for both tasks.\\n\\nSo, how can Hooks solve this problem? Just like you can use the State Hook more than once, you can also use several effects. This lets us separate unrelated logic into different effects:\\n\\nfunction FriendStatusWithCounter(props) {\\n const [count, setCount] = useState(0);\\n useEffect(() => {\\n document.title = `You clicked ${count} times`;\\n });\\n\\n const [isOnline, setIsOnline] = useState(null);\\n useEffect(() => {\\n function handleStatusChange(status) {\\n setIsOnline(status.isOnline);\\n }\\n\\n ChatAPI.subscribeToFriendStatus(props.friend.id, handleStatusChange);\\n return () => {\\n ChatAPI.unsubscribeFromFriendStatus(props.friend.id, handleStatusChange);\\n };\\n });\\n}\\n\\nHooks let us split the code based on what it is doing rather than a lifecycle method name. React will apply every effect used by the component, in the order they were specified.\\n\\nExplanation: Why Effects Run on Each Update\\n\\nIf you're used to classes, you might be wondering why the effect cleanup phase happens after every re-render, and not just once during unmounting. Let's look at a practical example to see why this design helps us create components with fewer bugs.\\n\\nEarlier on this page, we introduced an example FriendStatus component that displays whether a friend is online or not. Our class reads friend.id from this.props, subscribes to the friend status after the component mounts, and unsubscribes during unmounting:\\n\\ncomponentDidMount() {\\n ChatAPI.subscribeToFriendStatus(\\n this.props.friend.id,\\n this.handleStatusChange\\n );\\n}\\n\\ncomponentWillUnmount() {\\n ChatAPI.unsubscribeFromFriendStatus(\\n this.props.friend.id,\\n this.handleStatusChange\\n );\\n}\\n\\nBut what happens if the friend prop changes while the component is on the screen? Our component would continue displaying the online status of a different friend. This is a bug. We would also cause a memory leak or crash when unmounting since the unsubscribe call would use the wrong friend ID.\\n\\nIn a class component, we would need to add componentDidUpdate to handle this case:\\n\\ncomponentDidMount() {\\n ChatAPI.subscribeToFriendStatus(\\n this.props.friend.id,\\n this.handleStatusChange\\n );\\n}\\n\\ncomponentDidUpdate(prevProps) {\\n // Unsubscribe from the previous friend.id\\n ChatAPI.unsubscribeFromFriendStatus(\\n prevProps.friend.id,\\n this.handleStatusChange\\n );\\n // Subscribe to the next friend.id\\n ChatAPI.subscribeToFriendStatus(\\n this.props.friend.id,\\n this.handleStatusChange\\n );\\n}\\n\\ncomponentWillUnmount() {\\n ChatAPI.unsubscribeFromFriendStatus(\\n this.props.friend.id,\\n this.handleStatusChange\\n );\\n}\\n\\nForgetting to handle componentDidUpdate properly is a common source of bugs in React applications.\\n\\nNow consider the version of this component that uses Hooks:\\n\\nfunction FriendStatus(props) {\\n // ...\\n useEffect(() => {\\n // ...\\n ChatAPI.subscribeToFriendStatus(props.friend.id, handleStatusChange);\\n return () => {\\n ChatAPI.unsubscribeFromFriendStatus(props.friend.id, handleStatusChange);\\n };\\n });\\n}\\n\\nIt doesn't suffer from this bug. (But we also didn't make any changes to it.)\\n\\nThere is no special code for handling updates because useEffect handles them by default. It cleans up the previous effects before applying the next effects. To illustrate this, here is a sequence of subscribe and unsubscribe calls that this component could produce over time:\\n\\n// Mount with { friend: { id: 100 } } props\\nChatAPI.subscribeToFriendStatus(100, handleStatusChange); // Run first effect\\n\\n// Update with { friend: { id: 200 } } props\\nChatAPI.unsubscribeFromFriendStatus(100, handleStatusChange); // Clean up previous effect\\nChatAPI.subscribeToFriendStatus(200, handleStatusChange); // Run next effect\\n\\n// Update with { friend: { id: 300 } } props\\nChatAPI.unsubscribeFromFriendStatus(200, handleStatusChange); // Clean up previous effect\\nChatAPI.subscribeToFriendStatus(300, handleStatusChange); // Run next effect\\n\\n// Unmount\\nChatAPI.unsubscribeFromFriendStatus(300, handleStatusChange); // Clean up last effect\\n\\nThis behavior ensures consistency by default and prevents bugs that are common in class components due to missing update logic.\\n\\nTip: Optimizing Performance by Skipping Effects\\n\\nIn some cases, cleaning up or applying the effect after every render might create a performance problem. In class components, we can solve this by writing an extra comparison with prevProps or prevState inside componentDidUpdate:\\n\\ncomponentDidUpdate(prevProps, prevState) {\\n if (prevState.count !== this.state.count) {\\n document.title = `You clicked ${this.state.count} times`;\\n }\\n}\\n\\nThis requirement is common enough that it is built into the useEffect Hook API. You can tell React to skip applying an effect if certain values haven't changed between re-renders. To do so, pass an array as an optional second argument to useEffect:\\n\\nuseEffect(() => {\\n document.title = `You clicked ${count} times`;\\n}, [count]); // Only re-run the effect if count changes\\n\\nIn the example above, we pass [count] as the second argument. What does this mean? If the count is 5, and then our component re-renders with count still equal to 5, React will compare [5] from the previous render and [5] from the next render. Because all items in the array are the same (5 === 5), React would skip the effect. That's our optimization.\\n\\nWhen we render with count updated to 6, React will compare the items in the [5] array from the previous render to items in the [6] array from the next render. This time, React will re-apply the effect because 5 !== 6. If there are multiple items in the array, React will re-run the effect even if just one of them is different.\\n\\nThis also works for effects that have a cleanup phase:\\n\\nuseEffect(() => {\\n function handleStatusChange(status) {\\n setIsOnline(status.isOnline);\\n }\\n\\n ChatAPI.subscribeToFriendStatus(props.friend.id, handleStatusChange);\\n return () => {\\n ChatAPI.unsubscribeFromFriendStatus(props.friend.id, handleStatusChange);\\n };\\n}, [props.friend.id]); // Only re-subscribe if props.friend.id changes\\n\\nIn the future, the second argument might get added automatically by a build-time transformation.\\n\\nNote\\n\\nIf you use this optimization, make sure the array includes all values from the component scope (such as props and state) that change over time and that are used by the effect. Otherwise, your code will reference stale values from previous renders. Learn more about how to deal with functions and what to do when the array changes too often.\\n\\nIf you want to run an effect and clean it up only once (on mount and unmount), you can pass an empty array ([]) as a second argument. This tells React that your effect doesn't depend on any values from props or state, so it never needs to re-run. This isn't handled as a special case — it follows directly from how the dependencies array always works.\\n\\nIf you pass an empty array ([]), the props and state inside the effect will always have their initial values. While passing [] as the second argument is closer to the familiar componentDidMount and componentWillUnmount mental model, there are usually better solutions to avoid re-running effects too often. Also, don't forget that React defers running useEffect until after the browser has painted, so doing extra work is less of a problem.\\n\\nWe recommend using the exhaustive-deps rule as part of our eslint-plugin-react-hooks package. It warns when dependencies are specified incorrectly and suggests a fix.\\n\\nNext Steps\\n\\nCongratulations! This was a long page, but hopefully by the end most of your questions about effects were answered. You've learned both the State Hook and the Effect Hook, and there is a lot you can do with both of them combined. They cover most of the use cases for classes — and where they don't, you might find the additional Hooks helpful.\\n\\nWe're also starting to see how Hooks solve problems outlined in Motivation. We've seen how effect cleanup avoids duplication in componentDidUpdate and componentWillUnmount, brings related code closer together, and helps us avoid bugs. We've also seen how we can separate effects by their purpose, which is something we couldn't do in classes at all.\\n\\nAt this point you might be questioning how Hooks work. How can React know which useState call corresponds to which state variable between re-renders? How does React \\\"match up\\\" previous and next effects on every update? On the next page we will learn about the Rules of Hooks — they're essential to making Hooks work.\", \"url\": \"https://legacy.reactjs.org/docs/hooks-effect.html\", \"with\": [\"Synchronizing with Effects\", \"this.handleStatusChange = this.handleStatusChange.bind(this);\", \"Explanation: Why Effects Run on Each Update\", \"We're also starting to see how Hooks solve problems outlined in Motivation.\"], \"without\": [\"Getting Started\", \"Add React to a Website\", \"Create a New React App\", \"Release Channels\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "4408", "input": "https://docs.github.com/en/actions/get-started/understand-github-actions", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4408\", \"ground_truth_path\": \"source/test/ground-truth/4408.json\", \"ground_truth_sha256\": \"7227c756ea029d92bda8b7c1e77f8d17e3b7010b3d8b42be7fb9961557b0c608\", \"html_path\": \"source/test/html/4408.html.gz\", \"html_sha256\": \"5239085591e0a3f1b4a103a3a1c4d9225fefd4591e1fb391a975c3e9b4040613\", \"page_type\": \"documentation\", \"reference\": \"Overview\\n\\nGitHub Actions is a continuous integration and continuous delivery (CI/CD) platform that allows you to automate your build, test, and deployment pipeline. You can create workflows that build and test every pull request to your repository, or deploy merged pull requests to production.\\n\\nGitHub Actions goes beyond just DevOps and lets you run workflows when other events happen in your repository. For example, you can run a workflow to automatically add the appropriate labels whenever someone creates a new issue in your repository.\\n\\nGitHub provides Linux, Windows, and macOS virtual machines to run your workflows, or you can host your own self-hosted runners in your own data center or cloud infrastructure.\\n\\nThe components of GitHub Actions\\n\\nYou can configure a GitHub Actions workflow to be triggered when an event occurs in your repository, such as a pull request being opened or an issue being created. Your workflow contains one or more jobs which can run in sequential order or in parallel. Each job will run inside its own virtual machine runner, or inside a container, and has one or more steps that either run a script that you define or run an action, which is a reusable extension that can simplify your workflow.\\n\\nWorkflows\\n\\nA workflow is a configurable automated process that will run one or more jobs. Workflows are defined by a YAML file checked in to your repository and will run when triggered by an event in your repository, or they can be triggered manually, or at a defined schedule.\\n\\nWorkflows are defined in the .github/workflows directory in a repository. A repository can have multiple workflows, each of which can perform a different set of tasks such as:\\n\\nBuilding and testing pull requests\\n\\nDeploying your application every time a release is created\\n\\nAdding a label whenever a new issue is opened\\n\\nYou can reference a workflow within another workflow. For more information, see Reuse workflows.\\n\\nFor more information, see Writing workflows.\\n\\nEvents\\n\\nAn event is a specific activity in a repository that triggers a workflow run. For example, an activity can originate from GitHub when someone creates a pull request, opens an issue, or pushes a commit to a repository. You can also trigger a workflow to run on a schedule, by posting to a REST API, or manually.\\n\\nFor a complete list of events that can be used to trigger workflows, see Events that trigger workflows.\\n\\nJobs\\n\\nA job is a set of steps in a workflow that is executed on the same runner. Each step is either a shell script that will be executed, or an action that will be run. Steps are executed in order and are dependent on each other. Since each step is executed on the same runner, you can share data from one step to another. For example, you can have a step that builds your application followed by a step that tests the application that was built.\\n\\nYou can configure a job's dependencies with other jobs; by default, jobs have no dependencies and run in parallel. When a job takes a dependency on another job, it waits for the dependent job to complete before running.\\n\\nYou can also use a matrix to run the same job multiple times, each with a different combination of variables—like operating systems or language versions.\\n\\nFor example, you might configure multiple build jobs for different architectures without any job dependencies and a packaging job that depends on those builds. The build jobs run in parallel, and once they complete successfully, the packaging job runs.\\n\\nFor more information, see Choosing what your workflow does.\\n\\nActions\\n\\nAn action is a pre-defined, reusable set of jobs or code that performs specific tasks within a workflow, reducing the amount of repetitive code you write in your workflow files. Actions can perform tasks such as:\\n\\nPulling your Git repository from GitHub\\n\\nSetting up the correct toolchain for your build environment\\n\\nSetting up authentication to your cloud provider\\n\\nYou can write your own actions, or you can find actions to use in your workflows in the GitHub Marketplace.\\n\\nFor more information on actions, see Reusing automations.\\n\\nRunners\\n\\nA runner is a server that runs your workflows when they're triggered. Each runner can run a single job at a time.\\nGitHub provides Ubuntu Linux, Microsoft Windows, and macOS runners to run your workflows. Each workflow run executes in a fresh, newly-provisioned virtual machine.\\n\\nGitHub also offers larger runners, which are available in larger configurations. For more information, see Using larger runners.\\n\\nIf you need a different operating system or require a specific hardware configuration, you can host your own runners.\\n\\nFor more information about self-hosted runners, see Managing self-hosted runners.\\n\\nNext steps\\n\\nGitHub Actions can help you automate nearly every aspect of your application development processes. Ready to get started? Here are some helpful resources for taking your next steps with GitHub Actions:\\n\\nTo create a GitHub Actions workflow, see Using workflow templates.\\n\\nFor continuous integration (CI) workflows, see Building and testing your code.\\n\\nFor building and publishing packages, see Publishing packages.\\n\\nFor deploying projects, see Deploying to third-party platforms.\\n\\nFor automating tasks and processes on GitHub, see Managing your work with GitHub Actions.\\n\\nFor examples that demonstrate more complex features of GitHub Actions, see Managing your work with GitHub Actions. These detailed examples explain how to test your code on a runner, access the GitHub CLI, and use advanced features such as concurrency and test matrices.\\n\\nTo certify your proficiency in automating workflows and accelerating development with GitHub Actions, earn a GitHub Actions certificate with GitHub Certifications. For more information, see About GitHub Certifications.\", \"url\": \"https://docs.github.com/en/actions/get-started/understand-github-actions\", \"with\": [\"GitHub Actions goes beyond just DevOps and lets you run workflows when other eve\", \"For a complete list of events that can be used to trigger workflows, see Events \", \"GitHub provides Ubuntu Linux, Microsoft Windows, and macOS runners to run your w\", \"For examples that demonstrate more complex features of GitHub Actions, see Manag\"], \"without\": [\"Understand GitHub Actions\", \"Continuous deployment\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4410", "input": "https://www.giro.com/cycling/accessories/lights/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4410\", \"ground_truth_path\": \"source/test/ground-truth/4410.json\", \"ground_truth_sha256\": \"b221492e815428ea46250128e8a9685f05060c49a228d1868725bd9938f90c13\", \"html_path\": \"source/test/html/4410.html.gz\", \"html_sha256\": \"76a371a67243c7582d774b97fa489e919c964f3fff42071da0ea830a8df1ec69\", \"page_type\": \"collection\", \"reference\": \"Lights\\n\\n6 Results\\n\\nNew\\nRoc Loc 5 LED Light\\n$34.95\\n\\nMountain/Urban Recreational Helmet Vent Light\\nPrice reduced from $19.95 to $13.99\\n\\nRegister II/Isode II Helmet Vent Light\\n$29.95\\n\\nCaden Helmet Vent Light\\n$21.95\\n\\nScamp II Helmet Vent Light\\n$29.95\\n\\nSport Recreational Helmet Vent Light\\n$19.95\", \"url\": \"https://www.giro.com/cycling/accessories/lights/\", \"with\": [\"Mountain/Urban Recreational Helmet Vent Light\", \"Roc Loc 5 LED Light\", \"Scamp II Helmet Vent Light\"], \"without\": [\"New Arrivals\", \"Best Sellers\", \"Log In Now\", \"Newsletter\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4418", "input": "https://www.dickblick.com/?srsltid=AfmBOoqluK5BsaQoQbUSgBpCl8irE7MUU6O0GxidH8d_C8xqSy3VTIEn", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4418\", \"ground_truth_path\": \"source/test/ground-truth/4418.json\", \"ground_truth_sha256\": \"77f3853e24aedd33678e2601c0dfaa23db0e9f91e56aae93ff6ab6cc51cda420\", \"html_path\": \"source/test/html/4418.html.gz\", \"html_sha256\": \"102c3cd82c7fd05a13e5abdb69dd5b970f4d6f50ee6ad0d8751854a55883bfad\", \"page_type\": \"collection\", \"reference\": \"Featured Gifts Shop All Gifts\\n\\nFeatured Art Supplies\\n\\nBrowse Featured Categories View All\\n\\nGifts\\n\\nNew Products\\n\\nDeals\\n\\nClearance\\n\\nOverstock Liquidation Sale\\n\\nCustom Canvas & Framing\\n\\nWatercolor Paint\\n\\nAcrylic Paint\\n\\nOil Paint\\n\\nPaint & Mediums\\n\\nCanvas & Surfaces\\n\\nBrushes & Painting Tools\\n\\nColored Pencils\\n\\nMarkers\\n\\nFine Writing Supplies\\n\\nDrawing & Illustration\\n\\nPaper & Boards\\n\\nEasels & Furniture\\n\\nFrames & Framing Supplies\\n\\nCeramics & Sculpture\\n\\nPrintmaking\\n\\nCrafts & Textiles\\n\\nKids Art Supplies\\n\\nTattoo Supplies\", \"url\": \"https://www.dickblick.com/?srsltid=AfmBOoqluK5BsaQoQbUSgBpCl8irE7MUU6O0GxidH8d_C8xqSy3VTIEn\", \"with\": [\"Featured Art Supplies\", \"Browse Featured Categories\"], \"without\": [\"Sign In\", \"My Account\", \"Customer Service\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4419", "input": "https://artistcraftsman.com/?srsltid=AfmBOoq2-6l8ggHpSKtPARsOav6O3nMy-nQFERf62JTJxfjzEQhBgRIB", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4419\", \"ground_truth_path\": \"source/test/ground-truth/4419.json\", \"ground_truth_sha256\": \"7602406df2b84cf36af1e3a09c842dd76c317088ab533fc3bc93060e3073e443\", \"html_path\": \"source/test/html/4419.html.gz\", \"html_sha256\": \"b63156ba6182f80b4d6b9f9b502b9aa682c1b4880bed60af841d766423dc6147\", \"page_type\": \"collection\", \"reference\": \"Watercolors & Sets Ends 4/30 Explore Winsor & Newton Watercolors Watercolors & Sets Ends 4/30 Discover Daniel Smith Watercolors Watercolors & Sets Ends 4/30 Shop Van Gogh Watercolors Koi Watercolor Sets QoR Watercolor Sets Dive Into Golden QOR Watercolors\", \"url\": \"https://artistcraftsman.com/?srsltid=AfmBOoq2-6l8ggHpSKtPARsOav6O3nMy-nQFERf62JTJxfjzEQhBgRIB\", \"with\": [\"Winsor & Newton\", \"Koi Watercolor\", \"QOR Watercolors\"], \"without\": [\"Canvas and Stretcher Bars\", \"Wood Panels and Boards\", \"Call a Store Near you\", \"Contact Customer Service\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4437", "input": "https://www.stauer.com/category/mens-automatic-watches?srsltid=AfmBOorY58FbcQQadK4mdnXAY1Bsp0mNOsPOAP_Sq8n8cQrA461ggu1I", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4437\", \"ground_truth_path\": \"source/test/ground-truth/4437.json\", \"ground_truth_sha256\": \"84473014ac63b2ed9e2334d9d1a4d7ededd4262f11786931e6b076fac71655f0\", \"html_path\": \"source/test/html/4437.html.gz\", \"html_sha256\": \"ace3e9958bde9a7a2767cb25d3bb8ee8042b4ddd6104b8dc3f5f02dfe5e667b6\", \"page_type\": \"collection\", \"reference\": \"Want the power to control time? Our automatic watches allow you to do just that. Your movement powers these watches, eliminating the need for batteries or winding by hand.\\n\\nDuMonde Watch\\nItem# 59370\\n$499.00\\n$199.00\\n\\nStauer 1930 Dashtronic Watch\\nAll Time Best Seller\\nItem# 17469\\n$399.00\\n$199.00\\nUse an offer code at checkout for extra savings!\\n\\nStauer Meisterzeit Timepiece\\nItem# 20319\\n$395.00\\n$149.00\\nUse an offer code at checkout to save extra!\\n\\nStauer 1930 Gold-Finished Dashtronic Watch\\nItem# 17475\\n$399.00\\n$199.00\\n\\nStauer Gold Finished Graves '33 Wristwatch\\nItem# 17454\\n$399.00\\n$199.00\\n\\nHeirloom Automatic Timepiece\\nThis Week Only Price\\nItem# 55780\\n$399.00\\n$199.00\\nApply an offer code at checkout for extra savings!\\n\\nMen's Griffin Automatic Watch\\nItem# 56559\\n$499.00\\n$249.00\\n\\nStauer 1944 Ritorno Timepiece\\nItem# 17456\\n$499.00\\n$179.00\\n\\nStauer Magnificat II Men's Timepiece\\nExtra 40% Off $200+ | LUCKYSALE40\\nItem# 20194\\n$399.00\\n$149.00\\nUse an offer code at checkout for extra savings!\\n\\nStauer X-Ray Automatic Men's Watch\\nItem# 37289\\n$495.00\\n$179.00\\n\\nMen's Copernicus Watch\\nItem# 55618\\n$499.00\\n$149.00\\n\\nStainless Steel Guitar Watch\\nItem# 18312\\n$499.00\\n$199.00\\n\\nSpartan Automatic Watch\\nClearance\\nItem# 48905\\n$395.00\\n$149.00\\nUse an offer code at checkout to save extra!\\n\\nStauer Square Skeleton Automatic Watch\\nAutomatic Movement with Exhibition back!\\nItem# 50024\\n$399.00\\n$149.00\\nStack Your Savings! Use an Valid Offer Code for Additional Discounts.\\n\\nStauer Noire Men's Watch\\nItem# 17460\\n$399.00\\n$199.00\\n\\n1922 Legacy Automatic Watch\\nItem# 61231\\n$399.00\\n$199.00\\n\\nMen's Automatic Skeleton Watch\\nItem# 46335\\n$495.00\\n$199.00\", \"url\": \"https://www.stauer.com/category/mens-automatic-watches?srsltid=AfmBOorY58FbcQQadK4mdnXAY1Bsp0mNOsPOAP_Sq8n8cQrA461ggu1I\", \"with\": [\"DuMonde Watch\", \"Stauer 1930 Dashtronic Watch\", \"Heirloom Automatic Timepiece\", \"Stauer Magnificat II Men's Timepiece\", \"Spartan Automatic Watch\"], \"without\": [\"All Jewelry\", \"Shop From Your Catalog\", \"Shop From Your Magazine Ad\", \"Members Click Here\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4440", "input": "https://nathanbenaich.substack.com/about", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4440\", \"ground_truth_path\": \"source/test/ground-truth/4440.json\", \"ground_truth_sha256\": \"3f5c84bbaa772d55b86475a314637a0d885d52ef4a541d42d0e847554bfb5595\", \"html_path\": \"source/test/html/4440.html.gz\", \"html_sha256\": \"bd8ea1591b6164c497f96e59a8d881e67db20d8b86ba52636873a7fad149636d\", \"page_type\": \"article\", \"reference\": \"Welcome to the State of AI Newsletter\\n\\nThe State of AI is my monthly newsletter on artificial intelligence research, industry, geopolitics, and startups.\\n\\nEach issue synthesizes the most important developments in AI research, industry, startups, and policy over the past month, with a focus on what matters long term rather than what dominates daily news cycles. The newsletter reflects my judgment on where the field is heading, what is misunderstood, and which shifts are likely to shape technology, markets, and power.\\n\\nThe State of AI newsletter is edited by Nathan Benaich, Founder and General Partner of Air Street Capital. It was launched in 2015 and is read by more than 30,000 subscribers worldwide.\\n\\nWhat the State of AI covers\\n\\nEach monthly issue focuses on:\\n\\nMajor advances in artificial intelligence research and frontier models\\n\\nShifts in AI markets, capital allocation, and industry structure\\n\\nGeopolitical and policy developments shaping global AI competition\\n\\nWhat I believe matters most, and what I think is often misinterpreted\\n\\nThe emphasis is on synthesis and signal, not exhaustive coverage.\\n\\nHow this differs from Air Street Press\\n\\nWhile Air Street Press publishes a broad range of essays, research, market analysis, and community updates on artificial intelligence, the State of AI newsletter is deliberately narrower.\\n\\nIt is a focused, monthly synthesis of the state of the field, intended to help readers step back, connect the dots, and understand how advances in AI research, markets, and geopolitics fit together.\\n\\nWho the State of AI Newsletter is for\\n\\nThe State of AI is written for:\\n\\nFounders and executives building AI-first companies\\n\\nInvestors tracking AI markets and long-term technological trends\\n\\nResearchers and engineers seeking a high-level synthesis of the field\\n\\nPolicymakers and analysts following AI geopolitics and regulation\\n\\nFrom the Guide to AI to the State of AI\\n\\nThis newsletter was previously published as The Guide to AI. The name change reflects how artificial intelligence has evolved from a set of tools and techniques into a general-purpose technology shaping markets, geopolitics, and global competition.\\n\\nThe editorial approach remains the same: rigorous, independent analysis grounded in long-term thinking.\\n\\nFrequently Asked Questions\\n\\nWhat is the State of AI newsletter?\\nThe State of AI is a monthly newsletter by Nathan Benaich that synthesizes key developments in artificial intelligence, AI markets, and geopolitics.\\n\\nHow often is it published?\\nThe newsletter is published once a month.\\n\\nWho writes the State of AI newsletter?\\nThe State of AI is written and edited by Nathan Benaich.\\n\\nWhere can I learn more about Air Street Capital?\\nAir Street Capital is a venture capital firm investing exclusively in AI-first companies. We back companies for which advances in artificial intelligence are the primary driver of product capability, competitive advantage, and long-term value creation. The firm was founded and is run by Nathan Benaich, solo General Partner. Air Street Capital invests globally, with a focus on Europe and the United States, and works with founders building frontier AI systems, infrastructure, and applications that are technically differentiated and research-driven from day one. You can learn more on here.\", \"url\": \"https://nathanbenaich.substack.com/about\", \"with\": [\"Each issue synthesizes the most important developments in AI research, industry,\", \"The emphasis is on synthesis and signal, not exhaustive coverage.\", \"This newsletter was previously published as The Guide to AI. The name change ref\", \"Air Street Capital is a venture capital firm investing exclusively in AI-first c\"], \"without\": [\"Subscribe to State of AI newsletter\", \"The monthly newsletter analysing the most important AI technology, research, geopolitics and startups.\", \"© 2026 Nathan Benaich\", \"Collection notice\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4442", "input": "https://fdaudens.substack.com/p/i-dont-check-my-inbox-anymore-and", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4442\", \"ground_truth_path\": \"source/test/ground-truth/4442.json\", \"ground_truth_sha256\": \"6ddef16dda39ca67f43e03a9f6b03ea0b0379b83e36d5b0d92ef15d12246b81e\", \"html_path\": \"source/test/html/4442.html.gz\", \"html_sha256\": \"c240e8b2ee27381c3f1595c551766ff798e03b57d4d6410038d4af43c9a1401f\", \"page_type\": \"article\", \"reference\": \"An AI reads my email now, which is bliss. But I also feel conflicted about what it means for newsletters.\\n\\nI haven’t opened Gmail in three weeks. My AI assistant checks it for me.\\n\\nThen, I started to notice my skin is glowing. Ok, maybe not. But work life without Gmail? Highly recommended.\\n\\nA few weeks ago, I connected my Gmail to my AI assistant ( I wrote about setting up here ) through a Model Context Protocol (MCP) integration. It’s not complicated: a Google Workspace connector that lets Claude access my inbox, calendar, and contacts the same way any app would, except through a conversational interface instead of the web interface we all know. The MCP server runs locally.\\n\\nEvery morning, I run a skill called “/goodmorning” (very poetic). Among other things, it spins up a subagent that scans everything that came in overnight: the newsletters, the cold outreach, the meeting confirmations, the invoices, the Slack notification emails, the “quick question” from someone who definitely doesn’t have a quick question.\\n\\nIt gives me a summary: here are the 4 things that actually need your attention today. Here’s a draft reply for the urgent one. Another 5-8 get tagged as “worth knowing about but no action needed”. The rest can wait.\\n\\nThe skill also pulls in the latest news relevant to my work, trending research papers, and saved bookmarks. I’m also dogfooding what we’re building at Mizal: a feed of what the creators and experts I follow are talking about today, surfaced by my assistant (ping me if you want early access!)\\n\\nThat’s it. I never see the other 80+ emails. They exist somewhere in Gmail’s servers, technically unread, and I have never been happier. Because I'm Worth It ™.\\n\\nThe Numbers Are Absurd\\n\\nI knew email was a time sink. I didn’t realize how much until I measured it.\\n\\nThe average worker receives 117 emails per day and gets interrupted every 2 minutes\\n\\nEmail alone consumes 28% of the workweek: 11 hours, more than a full working day\\n\\n68% of employees say they can’t keep up with the pace and volume\\n\\nI was spending roughly two hours a day on email. Now I chat about it with my assistant, we collaborate on drafts to respond to what matters. That’s a net gain of over an hour and a half, every day, that I now spend on work that actually moves things forward.\\n\\nBut Here’s Where It Gets Complicated\\n\\nI run a startup that helps people discover the creators they’ll love, and helps content creators become discoverable in AI conversations. A lot of those creators are newsletter writers. And here I am, telling you that I’ve essentially automated away the act of reading newsletters.\\n\\nSo I started digging into the data. Is this just me, or is something bigger shifting?\\n\\nThe newsletter industry has never been healthier, on paper:\\n\\nSubstack has 35 million active subscriptions, 5 million of them paid, and the CEO is targeting 50 million paid subscribers.\\n\\nBeehiiv sent 28 billion emails in 2025, reaching 255 million unique readers. Paid subscription revenue on beehiiv alone hit $19 million last year, up 138% from 2024.\\n\\n(The broader creator economy is a $250 billion market headed toward $480 billion by 2027, according to Goldman Sachs)\\n\\nPublishers and media organizations have also jumped on the train for a long time and are doubling down on newsletters as their primary hedge against platform dependency and AI eating search traffic. The data is from mid 2024, but still interesting:\\n\\nThe Guardian US added 680,000 newsletter subscribers in a single year.\\n\\nAxios is running 45% open rates and just launched a $1,000/year paid membership tier built entirely from a free newsletter.\\n\\nI’ve seen it firsthand in my former newsroom managing roles. The email list is the one asset publishers actually own, and a newsletter is one of the best ways to build direct relationship with audience.\\n\\nNewsletters are booming. More people are writing them, more people are paying for them, and media organizations are betting their survival on them.\\n\\nBut the delivery mechanism, the inbox, is collapsing under its own weight:\\n\\n376 billion emails are sent every day globally. Half of them spam, the other half increasingly feeling like it.\\n\\n51% of people unsubscribe from newsletters simply because they get too many.\\n\\nNewsletters are the best distribution channel creators, media and marketers have ever had. But the channel itself could be drowning.\\n\\nInbox fatigue has been building for years. I’ll admit I’m part of the problem — I hoard newsletter subscriptions like browser tabs. But I also stopped counting how many times I clicked unsubscribe, only to keep getting unwanted emails. At some point I stopped fighting it and just let it pile up.\\n\\nWhat This Means for Newsletter Writers?\\n\\nIf you depend on email to reach your audience, this shift should matter to you. Not because newsletters are dying (unlike the click, as I recently argued ). They’re not. But because the assumption underneath the entire model is shifting.\\n\\nThe assumption: a human opens your email, scans the subject line, reads (or skims) the content, and decides to engage.\\n\\nThe emerging reality: increasingly, an AI layer sits between your newsletter and the human. Maybe it’s a tool like mine. Maybe it’s Google’s CC, a Gemini-powered agent that connects to your Gmail and sends you a daily “Your Day Ahead” briefing. Maybe it’s Gmail’s new AI Inbox, which replaces your chronological email list with a briefing of what matters. Maybe it’s Apple Intelligence summarizing emails on the lock screen. Maybe it’s a Superhuman-style agent that pre-triages everything.\\n\\nIn every case, your newsletter has to pass through an intermediary that optimizes for one thing: is this relevant to this specific person right now?\\n\\nThat intermediary doesn’t care about your subject line tricks. It doesn’t respond to urgency cues or FOMO. It evaluates the actual content against what it knows about the reader’s interests, current projects, and priorities. It’s the first reader you’ll have to pass.\\n\\nMy hunch is that the newsletters most likely to survive AI triage or real human interest are the ones with genuine signal. Unique analysis. Original reporting. Information the reader can’t easily get elsewhere.\\n\\nThe ones most likely to get filtered out? The aggregators, the “weekly roundups” of links the reader has already seen, the content-marketing-disguised-as-insight.\\n\\nI come back to this article I wrote a few months ago: The more I watch how AI reshuffles the media, the clearer it becomes that the fight is really about two things: platform control and coverage depth.\\n\\nBut I could be wrong. Maybe AI triage ends up favouring recency, or brevity, or some other signal I’m not thinking of.\\n\\nThis is, in a way, good news for serious newsletter writers. AI triage might actually increase engagement with high-quality newsletters by clearing out the noise around them. If my inbox goes from 90 emails to 5 important ones, and your newsletter is consistently one of the 5, that’s a much better position than competing for attention in a cluttered inbox of 90.\\n\\nBut if your newsletter is in the 85 that gets filtered? You just lost your reader without ever knowing it.\\n\\nThe Bigger Shift\\n\\nThe inbox was never a great content distribution system. It was just the best one available: a direct line to someone’s attention, which is the most valuable real estate in media. But that direct line only works if someone’s actually there, reading each email.\\n\\nIf an AI is doing the reading, the inbox becomes what it probably should have been all along: infrastructure, not interface.\\n\\nFor publishers and creators, this means the competitive advantage shifts from distribution (can you reach someone’s inbox?) to signal quality (can you survive their AI filter?). Getting into the inbox was the hard part. Now staying in the human’s attention is.\\n\\nThat’s the question I’m obsessed with: what happens when AI intermediates discovery and decides what deserves human attention? We need to think about how creators and publishers become discoverable in AI conversations in ChatGPT, Claude and the likes, be it from a website, a short video or a newsletter.\\n\\nWhat I’d Tell Newsletter Writers\\n\\nIf you’re writing a newsletter today, as I am, here’s what I’d think about:\\n\\nYour real audience is becoming two audiences. The human who reads your work, and the AI that decides whether to surface it. How can you be so interesting that a human reader will still want to read you? And how can you signal to an AI reader that you’re delivering value to the human behind it?\\n\\nEngagement metrics will become increasingly unreliable. Open and click rates will become less relevant when an AI reads your inbox. When my assistant calls the MCP server, does it count as an open?\\n\\nThe newsletters that survive AI triage share one trait: they contain something the reader can’t get elsewhere. Original analysis. A distinctive perspective. A voice. If your newsletter is primarily aggregation, you’re competing against something that does aggregation infinitely better than you do.\\n\\nFive Weeks In\\n\\nI’m not going back to checking my inbox. The cognitive relief alone is worth it - the low-grade anxiety of the “1269” unread count, the compulsive checking (a hard habit to abandon), the context-switching tax. All gone.\\n\\nBut I’m also aware of what I might be missing. The serendipitous discovery in a newsletter I wouldn’t have opened or the human messiness of an unfiltered inbox that occasionally surfaces something unexpected.\\n\\nI’ve traded serendipity for focus. Most days, that feels like an excellent deal. Some days, I wonder what I’m not seeing. But I can find it elsewhere.\\n\\nFor now, though, I’ll take the 90 minutes back. And I hope that you’ll be reading this through your own inbox or through an AI that flagged it as relevant.\", \"url\": \"https://fdaudens.substack.com/p/i-dont-check-my-inbox-anymore-and\", \"with\": [\"I haven’t opened Gmail in three weeks. My AI assistant checks it for me.\", \"Beehiiv sent 28 billion emails in 2025, reaching 255 million unique readers. Pai\", \"My hunch is that the newsletters most likely to survive AI triage or real human \", \"I’ve traded serendipity for focus. Most days, that feels like an excellent deal.\"], \"without\": [\"Subscribe\", \"Sign in\", \"Comments\", \"Ready for more?\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4443", "input": "https://clouddb.substack.com/p/recommended-10-noteworthy-substacks", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4443\", \"ground_truth_path\": \"source/test/ground-truth/4443.json\", \"ground_truth_sha256\": \"9aa8dd919045d6a49b38ed7bdae3f45ebd3430ccf6403067babc56013e7ed2e6\", \"html_path\": \"source/test/html/4443.html.gz\", \"html_sha256\": \"f09750c83326c467fd636cf203586cc2e49c7d7f74606295853201dfa5a7ce8b\", \"page_type\": \"article\", \"reference\": \"A list of independently published newsletters with expert perspectives, insights, and attitudes on the tech industry.\\n\\nWelcome to the Cloud Database Report. I’m John Foley, a long-time tech journalist, including 18 years at InformationWeek, who then worked in strategic comms at Oracle, IBM, and MongoDB. I invite you to subscribe, share, comment, and connect with me on LinkedIn.\\n\\nIt’s been nearly four years since I launched the Cloud Database Report on Substack, and it’s now one of the leading database-related newsletters on this self-publishing platform. I try to write about complex technologies in a way that’s meaningful and interesting to a wide audience of business and technology people.\\n\\nSubstack is a rich source of independent reporting, writing, and analysis, with an estimated 35 million+ active users and 17,000+ writers. There are hundreds of tech-related blogs/newsletters that you might find interesting. Following are ten of my favorites. [Note: Some require a paid subscription for full access.]\\n\\nTechnically, by Justin Gage, a marketing professional based in Brooklyn, NY. It’s described as a knowledge base for learning about software concepts. Gage has created a niche writing explainers on technologies that people want to know about, such as vector databases.\\n\\nSee: “What is RAG?”\\n\\nSupervised, by Matthew Linley, a former data analyst and experienced tech journalist. Covers AI, language models, and big data. Linley has a hands-on background in Python, SQL, C++, Airflow, PyTorch, Dbt, Snowflake, and open source.\\n\\nSee: “Putting the brakes on the AI hype”\\n\\nBenn.substack, by Benn Stancil, analytics expert and founder of Mode, a BI platform company. His “Benn” franchise includes Benn.company, Benn.ventures, Benn.substack, etc. Something of an iconoclast, Stancil writes long pieces often with an unconventional POV. Example: The site’s most-viewed article begins, “Databricks is a $38 billion mistake.”\\n\\nSee: “Don’t be evil*”\\n\\nBig Technology, by Alex Kantrowitz. Formerly with mainstream media (Advertising Age, BuzzFeed), Kantrowitz has established a sizable following by focusing on a handful of the biggest names in tech: Amazon, Apple, Facebook, Google, Microsoft. Hosts a podcast.\\n\\nSee: “Is OpenAI’s New ‘o1’ Model the Big Step Forward We’ve Been Waiting For”\\n\\nData Analysis Journal, by Olga Berezovsky, a self-described analyst, data scientist, and big data enthusiast based in SF. Berezovsky’s articles are aimed at practitioners (data analysts, data scientists), including career advice for those on the learning curve. Occasional guest posts bring outside perspective.\\n\\nSee: “Mastering Critical Thinking: How to Improve Your Analytical Skills”\\n\\nUnderstanding AI, by Timothy B. Lee, a journalist who previously wrote for the Washington Post, Vox.com, and Ars Technica. Originally, he published a Substack newsletter called Full Stack Economics, then transitioned to Understanding AI. In a recent post, Lee provided competitive analysis between Tesla and Waymo for self-driving taxis.\\n\\nSee: “Six principles for thinking about AI risk”\\n\\nThe AiEdge, by Damien Benveniste, whose background includes a PhD in Physics and stint in machine learning at Meta. His newsletter goes deep into ML — engineering, system design, algorithms, MLOps — with an emphasis on continuous learning. Recent topics include LLM pipelines and defining an agent.\\n\\nSee: “How Do Vector Databases Work”\\n\\nArtificial Ignorance, by Charlie Guo, a tech entrepreneur with two CS degrees from Stanford. Note the catchy URL: ignorance.ai. Newsletter aspires to provide simple, practical explorations of AI companies and concepts. Examples include a review of AI-generated voices and building a smart assistant.\\n\\nSee: “AI’s invisible instructions”\\n\\nByteByteGo, by Alex Xu, who has worked as a software engineer at Oracle, Zynga, Apple, and Twitter and now a full time Substacker and author on system design. Popular topics have included understanding database types and a crash course in Kubernetes.\\n\\nSee: “Big Data Pipeline Cheatsheet for AWS, Azure, and Google Cloud”\\n\\nScarlet Ink, by Dave Anderson, who served in a variety of software development and IT roles at Amazon, AWS, and Bezos Academy. Anderson’s Substack is focused on career development, leadership, and other aspects of talent. I’m including it here because in my experience at places like Oracle and IBM, you won’t be successful in data and AI without the right skills and experience.\\n\\nSee: “Good Employees Follow the Rules. Great Employees Break Them.”\\n\\nFurther reading\\n\\nThese are a small sampling of the estimated 20,000 newsletters on Substack. You can see the Top 100 tech Substacks on the leaderboard here.\\n\\nI also subscribe to many non-tech Substacks, such as Cafe Anne; Kareem Abdul-Jabbar; and Patti Smith.\\n\\nDo you know of other Substacks on data and AI that are worth checking out? Are you a Substack writer who covers enterprise IT? Feel free to share a link in the comments section of this blog post.\", \"url\": \"https://clouddb.substack.com/p/recommended-10-noteworthy-substacks\", \"with\": [\"Welcome to the Cloud Database Report. I’m John Foley, a long-time tech journalis\", \"Big Technology, by Alex Kantrowitz. Formerly with mainstream media (Advertising \", \"Artificial Ignorance, by Charlie Guo, a tech entrepreneur with two CS degrees fr\", \"I also subscribe to many non-tech Substacks, such as Cafe Anne; Kareem Abdul-Jab\"], \"without\": [\"Subscribe\", \"Sign in\", \"Comments\", \"Ready for more?\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4449", "input": "https://createandbabble.com/10-easy-diy-wood-projects-to-make/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4449\", \"ground_truth_path\": \"source/test/ground-truth/4449.json\", \"ground_truth_sha256\": \"c6900059f7d4cf7036c55c8bfaef000da49bf580b430c1fed75034cb28a3d747\", \"html_path\": \"source/test/html/4449.html.gz\", \"html_sha256\": \"f817f2d0e7fe39b701594a376ca962f688f1b7df17d86103a6d6bc93f4aa2d87\", \"page_type\": \"article\", \"reference\": \"Some of my best blogging friends and I are sharing our favorite easy DIY wood projects that we made using power tools. While mine is not a big piece of furniture or a complicated build, it is definitely one of my favorite projects.\\n\\n10 Easy DIY Wood Projects\\n\\nI made this wooden quilt block wall art back in April and wrote all about how to make it here.\\n\\nAs soon as I hung it up on my kitchen wall I thought how cool it would be to build more of these blocks with different but coordinating papers and have a wooden quilt on the wall! I haven’t made any more yet but maybe I can do that over the winter months.\\n\\nI can’t wait to see what my friends’ favorite projects are:\\n\\nIndustrial Pipe Bookshelf\\n\\nReclaimed Wood Arrows\\n\\nDIY Lanterns\\n\\nRustic Fireplace Mantel\\n\\nCornhole Boards\\n\\n2 x 4 Bench\\n\\nDIY Murphy Bed\\n\\nCordless Drill Organizer\\n\\nRepurposed Frame Wall Shelf\\n\\nWhat would you like to make? I hope these projects have inspired you to pick up a power tool and make something for your home.\", \"url\": \"https://createandbabble.com/10-easy-diy-wood-projects-to-make/\", \"with\": [\"I made this wooden quilt block wall art back in April\", \"Industrial Pipe Bookshelf\", \"Cordless Drill Organizer\", \"pick up a power tool and make something for your home\"], \"without\": [\"Privacy Policy\", \"Home Improvement\", \"Furniture Makeovers\", \"Filed Under\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4456", "input": "http://www.startuplessonslearned.com/2008/09/lean-startup.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4456\", \"ground_truth_path\": \"source/test/ground-truth/4456.json\", \"ground_truth_sha256\": \"1fad1c7d5c8732245f7e14e94521d950fdc0634c393a16fcee792aec6ed15ac0\", \"html_path\": \"source/test/html/4456.html.gz\", \"html_sha256\": \"bdc610845b98eb31a9a585af92f02db33a7f355dfd64f6a265758944ea74a514\", \"page_type\": \"article\", \"reference\": \"The lean startup\\n\\n( Update April, 2011: In September, 2008 I wrote the following post in which I published my thoughts on the term \\\"lean startup\\\" for the first time. In the interests of preserving that history, I have left the original post unchanged and unedited. To learn more about the progress of the the lean startup movement since 2008, click here.)\\n\\nI've been thinking for some time about a term that could encapsulate trends that are changing the startup landscape. After some trial and error, I've settled on the Lean Startup. I like the term because of two connotations:\\n\\nLean in the sense of low-burn. Of course, many startups are capital efficient and generally frugal. But by taking advantage of open source, agile software, and iterative development, lean startups can operate with much less waste.\\nThe lean startup is an application of Lean Thinking. I am heavily indebted to earlier theorists, and highly recommend the books Lean Thinking and Lean Software Development. I also owe a great debt to Kent Beck, whose Extreme Programming Explained: Embrace Change was my first introduction to this kind of thinking. (So far, I have found \\\"lean startup\\\" works better with the entrepreneurs I've talked to than \\\"agile startup\\\" or even \\\"extreme startup.\\\")\\n\\nWhat are the characteristics of a lean startup? One that is powered by three drivers, each of which is a part of a major trend:\\n\\nThe use of platforms enabled by open source and free software. At the application-stack layer, I see LAMP + Danga as the most common combination. In recent years, we've also got great new options all up and down the stack, in particular things like Amazon EC2 and RightScale (none of which would be possible without the free software movement).\\nThe application of agile development methodologies which dramatically reduce waste and unlock creativity in product development. (See Customer Development Engineering for my first stab at articulating the theory involved)\\nFerocious customer-centric rapid iteration, as exemplified by the Customer Development process.\\n\\nMy belief is that these lean startups will achieve dramatically lower development costs, faster time to market, and higher quality products in the years to come. Whether they also lead to dramatically higher returns for investors is a question I'm looking forward to studying.\", \"url\": \"http://www.startuplessonslearned.com/2008/09/lean-startup.html\", \"with\": [\"I've been thinking for some time about a term that could encapsulate trends that\", \"The lean startup is an application of Lean Thinking. I am heavily indebted to ea\", \"The application of agile development methodologies which dramatically reduce was\", \"Ferocious customer-centric rapid iteration, as exemplified by the Customer Devel\"], \"without\": [\"Very useful perspective - as a first-time CEO managing a small startup\", \"Less is more. This is a philosophy that governs my daily life\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4461", "input": "https://www.roadrunnersports.com/category/shoes/trail-running?srsltid=AfmBOopWv0xcllFUBX3kU9NwWFWQIT2EHofhiP4muwqR3ku5EB5Z2jzs", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4461\", \"ground_truth_path\": \"source/test/ground-truth/4461.json\", \"ground_truth_sha256\": \"1d9c8af6b4b4dfcf152d3525badd7fca241af7d4de69b14e1abbe94a0b98dfac\", \"html_path\": \"source/test/html/4461.html.gz\", \"html_sha256\": \"53f816b5a9bb5f42517cc05b0f3d00cd1a86d0ed24ce45e4375b469c9ecdcb66\", \"page_type\": \"collection\", \"reference\": \"Trail Running Shoes\\n\\nTrail Running\\n\\nUSA Sizes\\n\\nEURO Sizes\\n\\ncustomer rating\\n\\nshoe type\\n\\ncategories\\n\\nbrand\\n\\nprice\\n\\ncolor\\n\\nshoe cushion levels\\n\\nsale\\n\\nnew arrivals\\n\\noutlet\\n\\nMen's HOKA Speedgoat 6\\n\\n$123.95 Was $154.95\\n\\nVIP Price $111.55\\n\\nMen's HOKA Speedgoat 7\\n\\n$164.95\\n\\nMen's Brooks Ghost Trail\\n\\n$149.95 VIP, All Your Benefits Apply!\\n\\nWomen's HOKA Speedgoat 6\\n\\n$115.95 - $123.95 Was $154.95\\n\\nVIP Price $104.35 - $111.55\\n\\nWomen's Brooks Cascadia 19\\n\\n$149.95 VIP, All Your Benefits Apply!\\n\\nMen's Altra Lone Peak 9\\n\\n$144.95 VIP, All Your Benefits Apply!\\n\\nMen's Brooks Cascadia 19\\n\\n$149.95 VIP, All Your Benefits Apply!\\n\\nMen's HOKA Mafate 5\\n\\n$184.95\\n\\nWomen's Altra Lone Peak 9\\n\\n$144.95 VIP, All Your Benefits Apply!\\n\\nWomen's HOKA Challenger 8\\n\\n$154.95\\n\\nMen's HOKA Challenger 8\\n\\n$154.95\\n\\nMen's New Balance Fresh Foam X Hierro v9\\n\\n$127.95 - $159.95 Was $159.95 VIP, All Your Benefits Apply!\\n\\nWomen's New Balance Fresh Foam X Hierro v9\\n\\n$127.95 - $159.95 Was $159.95 VIP, All Your Benefits Apply!\\n\\nMen's Altra Experience Wild 2\\n\\n$111.95 Was $139.95\\n\\nVIP Price $100.75 - $125.95\\n\\nWomen's Topo Athletic Ultraventure 4\\n\\n$154.95 VIP, All Your Benefits Apply!\\n\\nMen's Topo Athletic Ultraventure 4\\n\\n$154.95 VIP, All Your Benefits Apply!\\n\\nWomen's HOKA Speedgoat 7\\n\\n$164.95\\n\\nMen's Saucony Peregrine 16\\n\\n$149.95 VIP, All Your Benefits Apply!\\n\\nMen's Altra Olympus 6\\n\\n$184.95 VIP, All Your Benefits Apply!\\n\\nWomen's Brooks Ghost Trail\\n\\n$149.95 VIP, All Your Benefits Apply!\\n\\nMen's Saucony Xodus Ultra 4\\n\\n$169.95 VIP, All Your Benefits Apply!\\n\\nWomen's HOKA Mafate 5\\n\\n$184.95\\n\\nWomen's ASICS Trabuco Max 4\\n\\n$119.95 Was $159.95 VIP, All Your Benefits Apply!\\n\\nMen's ASICS Trabuco 14\\n\\n$144.95 VIP, All Your Benefits Apply!\\n\\nWomen's ASICS GEL-Trabuco 13\\n\\n$109.95 Was $139.95 VIP, All Your Benefits Apply!\\n\\nWomen's Saucony Peregrine 16\\n\\n$149.95 VIP, All Your Benefits Apply!\\n\\nMen's Topo Athletic Traverse\\n\\n$154.95 VIP, All Your Benefits Apply!\\n\\nWomen's Salomon Speedcross 6\\n\\n$149.95 VIP, All Your Benefits Apply!\\n\\nMen's Altra Lone Peak 9+\\n\\n$159.95 VIP, All Your Benefits Apply!\\n\\nMen's Danner Trail 2650\\n\\n$169.95 VIP, All Your Benefits Apply!\\n\\nWomen's Altra Experience Wild 2\\n\\n$111.95 Was $139.95\\n\\nVIP Price $100.75 - $125.95\\n\\nMen's ASICS Trabuco 14 GTX\\n\\n$164.95 VIP, All Your Benefits Apply!\\n\\nWomen's Brooks Cascadia 19 GTX\\n\\n$179.95 VIP, All Your Benefits Apply!\\n\\nMen's Brooks Caldera 8\\n\\n$119.95 Was $149.95 VIP, All Your Benefits Apply!\\n\\nWomen's Brooks Cascadia 18\\n\\n$109.87 Was $139.95\\n\\nVIP Price $98.88\\n\\nWomen's Saucony Xodus Ultra 4\\n\\n$169.95 VIP, All Your Benefits Apply!\\n\\nMen's Altra Mont Blanc Carbon\\n\\n$274.95\\n\\nVIP Price $247.45\\n\\nWomen's Altra Olympus 6\\n\\n$184.95 VIP, All Your Benefits Apply!\\n\\nMen's On Cloudsurfer Trail 2\\n\\n$169.95 VIP, All Your Benefits Apply!\\n\\nMen's Saucony Excursion TR17\\n\\n$74.95 VIP, All Your Benefits Apply!\\n\\nMen's Merrell Nova 4\\n\\n$139.95 VIP, All Your Benefits Apply!\\n\\nWomen's Merrell Antora 4\\n\\n$139.95 VIP, All Your Benefits Apply!\\n\\nMen's New Balance Fresh Foam X Hierro Trek\\n\\n$159.95 VIP, All Your Benefits Apply!\\n\\nMen's ASICS Trabuco Max 5\\n\\n$169.95 VIP, All Your Benefits Apply!\\n\\nWomen's HOKA Speedgoat 6 GTX\\n\\n$169.95\\n\\nWomen's Brooks Cascadia 16 GTX\\n\\n$109.87 Was $159.95\\n\\nVIP Price $98.88\\n\\nWomen's Altra Superior 7\\n\\n$129.95 VIP, All Your Benefits Apply!\\n\\nMen's Salomon Aero Glide 3 GRVL\\n\\n$119.95 Was $159.95 VIP, All Your Benefits Apply!\\n\\nIf you love to hit the trails for some exercise, you'll need quality shoes for trail running. You deserve to be comfortable while you get in shape. The best brands on the market will ensure that your feet enjoy your run as much as you do, and Road Runner Sports carries all of your favorites.\\n\\nTrail Running Shoes FAQs\\n\\nWhat kind of support should trail running shoes offer?\\n\\nThe best shoes for trail runs will support your foot in every possible way. While you're shopping for trail running shoes, look out for the features that matter the most. This includes excellent traction on the bottom of the shoes. When your foot grips the surface under it, your run will feel smoother and you’ll be able to perform at your best.\\n\\nAnother important feature is a good arch support to accommodate the shape of your feet. Ideally, shoes for trail runs shouldn't cover anything above your ankle. This provides just enough coverage to keep your feet in the right position to get the most out of your workout and give you the range of motion you need.\\nThere are a few different types of trails you can run. You may stick to one or multiple types, depending on your fitness goals and level of running experience. For example, light trails call for shoes that pad your feet against roots and rocks. But those shoes should be as light as possible, so that you can move at a brisk pace.\\nFor rugged trails, you'll want shoes that will grip slick surfaces such as wood. Your shoes should also be equipped with an overlay to make running on thorns and brushes comfortable. If you choose off-trail terrain, you may need shoes made of resilient materials like polyurethane. These provide you with insoles that can handle the terrain you subject them to.\\n\\nWhat are the best brands of trail running shoes?\\n\\nSome of the best brands of trail running shoes include ASICS, Brooks, Nike, and Saucony. ASICS are well known for their plush cushioning, while Brooks takes pride in its soft, lightly cushioned shoes. Nike is one of the best brands out there if you enjoy tackling different types of trails. But of all the best brands, Saucony is the one that's most often associated with shoes for trail running. Road Runner Sports offers a plethora of trail running shoe brands, so you can find your perfect fit.\\n\\nWhat features should I look for in a trail running shoe?\\n\\nShoes for trail running will have features that everyday tennis shoes don't have. One feature to look for is waterproof materials. The upper of many types of trail shoes consists of waterproof fabric, so that they effectively keep your feet from getting wet in bad weather.\\nBut just as important of a feature to look for is sufficient padding. Ideally, both the tongue and collar of the shoe should be soft and absorbent enough to support your foot. The other benefit of padded tongues and collars is that they make long runs more comfortable. Nothing slows down a runner like wearing shoes that rub their feet the wrong way.\\nAnother feature to look for is a sufficient lacing system. The better the lacing system, the more likely your foot will stay in place, preventing injuries and making any run more comfortable. The key is to make sure that the laces aren't either too loose or too tight.\\nLast but not least, shoes for trail runs need to have a toe that's been reinforced. The rubber material creates a barrier between your toes and the roots and rocks you'll typically find on a trail. From men's running shoes to casual everyday HOKA shoes, we have everything you need to outfit your feet. We also offer men’s and women's running apparel to complete the ensemble.\", \"url\": \"https://www.roadrunnersports.com/category/shoes/trail-running?srsltid=AfmBOopWv0xcllFUBX3kU9NwWFWQIT2EHofhiP4muwqR3ku5EB5Z2jzs\", \"with\": [\"Women's New Balance Fresh Foam X Hierro v9\", \"$119.95 Was $159.95 VIP, All Your Benefits Apply!\", \"What are the best brands of trail running shoes?\", \"Last but not least, shoes for trail runs need to have a toe that's been reinforc\"], \"without\": [\"WOMEN'S SHOES\", \"Cross Training\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4465", "input": "https://www.acehardware.com/departments/tools/power-tools", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4465\", \"ground_truth_path\": \"source/test/ground-truth/4465.json\", \"ground_truth_sha256\": \"97c749e9ddfc5052e5421f58524f6f124467bb7233b50daeb9bc87bbe4df7682\", \"html_path\": \"source/test/html/4465.html.gz\", \"html_sha256\": \"e6ccbd66d5890a4db268208832947f2499379c9f44f8d75d08fed1af3cc75b5b\", \"page_type\": \"collection\", \"reference\": \"Whether you're making a simple repair or tackling a major DIY project, using the right tools makes any task go more smoothly and leads to better results. Our range of home tools and work tools covers all you need to get the job done with ease and safety. Hardware Tools for Reliable Results A wide selection of tools is the basis of any good workshop or tool kit. Our range includes essentials needed in every home, garage or workshop, alongside more specialty items for handling advanced tasks. Hand tools : From multi-bit screwdrivers, pliers and hammers, to wrenches, handsaws, bolt cutters and more, find the hand tools you need to get any job done around your home.\\n Power tools & accessories : For when you need some extra force, power tools are there to help. Select between corded and cordless options, then shop power tool accessories to get the most out of your equipment.\\n Welding and soldering tools : When a project calls for high heat, welding and soldering tools offer a solution. Find welders and soldering guns, then shop protective gear for safe welding.\\n Fastening tools : From staplers to rivets to glue guns and more, find fastening tools to help you properly finish any job.\\n Air compressors and tools : The versatility of an air compressor makes it a must-have for any home handyman. For DIY car repairs and easy spray painting, air compressors make several difficult tasks easier.\\n Wet & dry vacuums : Perfect for tackling a variety of cleanups, wet dry vacuums dual-purpose vacuums do as their name suggests: clean up dry messes and remove wet spills. Use either at home, the garage or the job site.\\n Measuring and marking tools : Work with accuracy using extendable locking tape measures or advanced laser distancing measures to work with confidence.\\n Browse tool storage options to keep your work tools neatly organized and readily available on the go and in your workshop. Find toolboxes and bags to transport tools safely and securely from jobsite to jobsite, as well as larger storage cabinets for home tools in your garage. Workwear and Safety Gear You shouldn't cut corners when it comes to personal safety. Using any tool can be risky, regardless of how experienced you are. Protect yourself and your materials with our range of workwear and safety gear including: Respirators and face masks Back support belts Face shields and safety goggles Heavy-duty work gloves Shop aprons Shop Home and Work Tools at Ace Hardware When you need reliable hardware tools to get the job done without fuss or drama, our range provides exactly what you're looking for. Available from brands like Milwaukee, DeWalt, Craftsman and more, you can rely on our work tools to lend you a helping hand. Browse the categories above to find the tools you need for your next project, and order online for speedy delivery or free in-store pickup.\", \"url\": \"https://www.acehardware.com/departments/tools/power-tools\", \"with\": [\"Power tools & accessories : For when you need some extra force, power tools are \", \"Welding and soldering tools : When a project calls for high heat, welding and so\", \"Wet & dry vacuums : Perfect for tackling a variety of cleanups, wet dry vacuums \", \"Measuring and marking tools : Work with accuracy using extendable locking tape m\"], \"without\": [\"Departments\", \"Shop by Brand\", \"Store Locator\", \"Business Accounts\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4478", "input": "https://www.packhacker.com/blog/general/best-portable-bluetooth-speaker/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4478\", \"ground_truth_path\": \"source/test/ground-truth/4478.json\", \"ground_truth_sha256\": \"e389047044b0478bb313e34789843e459cd7433b14959f28abceb34524ba0573\", \"html_path\": \"source/test/html/4478.html.gz\", \"html_sha256\": \"67ed3544566a43157327b8a9df40b06765972850f0154e5a2e98afd8830c4920\", \"page_type\": \"article\", \"reference\": \"If you’re looking for the best portable Bluetooth speaker for travel, you’ve come to the right place! This list includes a speaker for every kind of traveler, from the everpresent podcast listener to the head-nodding hip-hop head. Before diving into the list, let’s review a few things to look out for in a small speaker.\\n\\nThough not always the most important for audiophiles, size is likely the most paramount feature when it comes to travel. The smaller the speaker, the easier it is to bring on your next trip without upsetting the applecart inside your travel backpack, rolling luggage, or crossbody sling. Every Bluetooth speaker on this list will work for some sort of travel; whether it works for you will depend on what kind of traveler you are and what features you find most important.\\n\\nAlthough a small footprint is vital for portability, it typically hurts sound quality and, more specifically, bass. As modern speaker technology has improved, it’s gotten better at providing crisp highs (the part you sing along to) and dense lows (the part you shake your booty to) in a small package. However, the old thought process still holds: the bigger the speaker, the louder it can be. While this isn’t always the case, you’ll find it is generally true on this list.\\n\\nIf you’re still unsure what Bluetooth speaker to get, we’ve compiled an FAQ section at the bottom of this page to help you decide!\\n\\nDisclaimer: Please do not listen to any Bluetooth speakers on this list in public when it’s not appropriate. Please do not try to have a dance party in your hostel's common room at one in the morning. If you can’t use it responsibly, don’t use it at all!\\n\\nLet’s plug into some tunes!\\n\\nGear List\\n\\n1. Soundcore Motion 300 Portable Bluetooth Speaker\\n\\nBest value\\n\\nThis speaker is a bit of an outlier because of its size. Honestly, we almost didn’t include it on this list because of it. However, after internal discussions, we decided that the sound quality, volume, and price make it one of the best in its category for the kinds of travel we envisioned using it for. What kind of travel is that? We wouldn’t recommend throwing this in your personal item-sized bag (though it would fit), and it would even take up a lot of space in a carry on backpack. Still, this speaker shines inside carry on or checked rolling luggage, on a road trip, or at home with friends. It’s a great speaker to use daily, and you can take it on trips that allow for more space and where party vibes are a priority. We love it for that.\\n\\nThe bass is excellent, which isn’t something that we were able to say very often when testing the speakers on this list, and we rated the overall sound quality an 8 out of 10. The highs are almost untouched by the bass, even at louder volumes. If you’re listening to something with hard-hitting bass, you may experience some meddling between the mids and the lows, but overall, we’re happy with it. This speaker is loud enough to fill the entire Pack Hacker office, which is certainly larger than your hotel room and probably bigger than the living area of your Airbnb. Plus, the speaker has an IPX7 rating and a loop for attaching it to things.\\n\\nWhy We Like It\\n\\nThe bass is spectacular for a smaller Bluetooth speaker\\n\\nWe find the sound quality better than most other options on this list\\n\\nWhat You Should Know\\n\\nIt’s quite large, making it challenging to bring on some trips\\n\\nIt isn’t the most budget-friendly speaker on this list\\n\\nView\\non Soundcore\\n\\nView\\non Amazon\\n\\n2. Altec Lansing HydraTrek Rugged Waterproof Bluetooth Speaker\\n\\nBest budget\\n\\nFor years, we've been looking for a replacement for the Altec Lansing Mini H2O Waterproof Bluetooth Speaker, one of our favorite and most recommended speakers. Its price, waterproofness, and ease of use made it a solid shout for personal use and travel. Sadly, that speaker still used a micro-USB cable and appeared to be on its way out, so it left our recommendation list. Finally, it was replaced by the Altec Lansing HydraTrek Rugged EVERYTHINGPROOF® Portable Bluetooth Speaker, which has all of the features we loved about our former love, plus some.\\n\\nAt the time of writing, this speaker costs between $15 and $25, depending on where you purchase it. It has an IP67 rating and floats, so you don't have to worry about using it by the water. The simple design makes it just as easy to use as its predecessor, and it has a USB-C port for charging, which brings this speaker into the modern era. It's magnetic, too, which makes it easy to find a place to put it while you're listening to music inside. It even has a mount, so you can attach it to things like your bicycle.\\n\\nSimilar to the previous model we held so dearly, this speaker's Achilles heel is sound quality. Don't get it twisted—we’re impressed at how good it sounds given its price (it’s also better than the previous version, and the bass is greatly improved). Still, songs with a lot of bass will muddy the mids and highs and cause the speaker to shake and move around at high volumes. It handles most genres of music fine, and this speaker performs well compared to other budget-friendly models. Podcasts sound fine, too. Overall, the sound quality of this speaker scores a 6.5 out of 10, which is better than the previous Altec Lansing speaker we had. Considering all the new features and a similar price tag, we can't complain much about that!\\n\\nWhy We Like It\\n\\nIt's incredibly budget-friendly\\nIt charges using USB-C, so you don't have to bring an extra cable\\n\\nWhat You Should Know\\n\\nThe sound quality, especially on the low end, isn't the best\\n\\nThe included carabiner feels cheap\\n\\n3. Ultimate Ears WONDERBOOM 4\\n\\nBest splurge\\n\\nThe Ultimate Ears Wonderboom 4 is larger than we thought it would be after seeing photos online compared to when we got it in hand—but don’t let that deter you! One of the selling points is that there’s an EQ setting for podcasts, which is handy for people who struggle to hear voices when using smaller Bluetooth speakers. It isn’t revolutionary, but this feature isn’t often available on speakers in this price range (and size).\\n\\nThe bass isn’t top-notch; however, we’d describe it as just enough to notice, which is solid for a small Bluetooth speaker. We rated the sound quality a 7 out of 10, which is good for this list. We were impressed that the highs survived when we turned the speaker up, even with the bass we mentioned earlier. The speaker has a loop, which is handy for attaching it to things, and is equipped with an IP67 rating, ensuring you can get down and dirty with this thing while you’re getting down and dirty to your tunes. Plus, Ultimate Ears describes the rating as “awe-inspiring,” so be prepared to have your awe-inspired!\\n\\nWhy We Like It\\n\\nIt has a setting for podcasts\\n\\nThe sound quality is quite good\\n\\nWhat You Should Know\\n\\nFor its size, it feels as if it should be louder\\n\\nThe round design is hard to pocket\\n\\nView\\non Ultimate Ears\\n\\nView\\non Amazon\\n\\n4. JBL Clip 5\\n\\nBest small waterproof bluetooth speaker\\n\\nThe JBL Clip 5 is a popular speaker for everyday use and travel because of the clip integrated into the design (and in the product’s name, duh). Essentially, this is a small speaker with a large carabiner-style clip already attached, making it easy to connect to your backpack, sling strap, or PALS attachment loops. It adds significant size to the speaker overall; however, we think the addition is worth it.\\n\\nCompared to smaller JBL speakers and other models in general, we found the bass to be substantial. We rated the sound quality a 6 out of 10, which isn’t anything to write home about but works well enough for listening to music or a podcast on the beach or while pregaming with friends before going to the bar. It won’t melt your face off, but it’ll get the job done. The highs get muddy at elevated volumes because of how substantial the bass is, but they sound crisp at most other levels. In addition to adequate performance, the speaker has an IP67 rating, which enables you to use it without worrying about dust, sand, rain, or spills.\\n\\nWhy We Like It\\n\\nIt features a built-in clip to make it easier to bring it along\\n\\nThe bass thumps pretty well for such a small speaker\\n\\nWhat You Should Know\\n\\nThe attached clip adds a lot of size to the speaker’s footprint\\n\\nAt high volumes with a lot of bass, the high notes get muddy\\n\\nView\\non JBL\\n\\nView\\non Amazon\\n\\nSee Review & Buying Options\\n\\n5. DeWalt Jobsite Pro Wearable Speaker\\n\\nBest Durable Bluetooth Speaker\\n\\nThe DEWALT Wearable Bluetooth Speaker is one of the smallest we've ever tested, making it an excellent choice for travelers worried about weight and size. It feels like a mini CB radio microphone with a small clip on the back, so you can attach it to your clothing to bring the music wherever you're going. The IP56 rating ensures you don't have to worry about spills or accidental drops, and the speaker charges with a USB-C cable, so you don't have to purchase anything new or bring a dated charging system.\\n\\nDue to its size, we were expecting the sound quality on this speaker to be worse than most of the travel speakers on this list; however, it performed better than we thought. There is little to no bass, but we’re not surprised. Bass-heavy songs will sound muddy in the mids and the highs, though we find it performs well for music without thumping bass, and the sound quality is pretty solid. All things considered, we've scored it a 5.5 out of 10. For podcasts, it performs well, too!\\n\\nThis speaker definitely looks like DEWALT made it—its vibe is similar to their line of tools. However, for the price, you'll struggle to find a model that is as durable or as easy to clip onto your clothing without causing a fuss!\\n\\nWhy We Like It\\n\\nIt has a small clip to attach it to your bag or clothing\\n\\nIt's incredibly durable and has an IP56 rating\\n\\nWhat You Should Know\\n\\nIt isn't the sleekest-looking speaker on this list\\n\\nThe sound quality is lacking, though it's still usable\\n\\n6. Tribit StormBox Micro 2 Portable Speaker\\n\\nBest small bluetooth speaker with bass\\n\\nWhen scouring the internet for travel gear, we try to find items you can use for multiple things. Typically, this comes in the form of a packable jacket you can use as a pillow on the plane or a travel backpack that’s comfortable enough to be used as a daypack; however, in the case of the Tribit StormBox Micro 2 Portable Speaker, we’ve got a Bluetooth speaker that functions as a battery bank in a pinch. The speaker has a 4,700 mAh battery, which isn’t massive but will offer some extra juice if your phone is low and you need to get directions home or an Uber. It shouldn’t replace your 20,000 mAh battery bank; however, the Tribit StormBox Micro 2 Portable Speaker isn’t a bad switch if you use a small battery bank for emergencies.\\n\\nThe bass from the speaker is substantial, and we scored the sound quality a 7 out of 10 for all sorts of music. The highs survive and pair nicely with the bass, which isn’t always the case for speakers of this size. For its weight, we feel that the speaker should be a bit louder; however, the quality and density of the noise are commendable. The speaker will fit into a large coat pocket and has a small attachment strap, which won’t work for larger points of contact; however, it comes in handy and integrates nicely into the speaker’s design.\\n\\nWhy We Like It\\n\\nIt doubles as a battery bank in a pinch\\n\\nThe highs survive, even when the bass is thumping\\n\\nWhat You Should Know\\n\\nIt feels as if it should be louder for its weight\\n\\nThe attachment strap has limited uses\\n\\nView\\non Amazon\\n\\nView\\non Tribit\\n\\nSee Review & Buying Options\\n\\n7. JBL Go 4 Portable Speaker\\n\\nThe JBL Go 4 is small and incredibly portable, which is the draw of this speaker. It’s similar in design and build quality to other JBL speakers and looks like the popular Clip line we’ve reviewed. It’ll fit into the palm of your hand, pocket, or sling without much fuss. However, that tiny size comes at a cost.\\n\\nDue to the size, the bass isn’t very solid, and the sound quality feels as if it’s coming from a small speaker, which, in fairness, it is. The highs survive at high volume levels, but, as we mentioned, there isn’t much bass to muddy them up. We ranked the sound quality a 6.5 out of 10, which is nothing to scoff at, but audiophiles need not buy this one. In addition to being small enough to pack nearly anywhere, the speaker has an IP67 rating, so you don’t have to worry about sand or inclement weather, and the attached loop makes it easy to connect to a carabiner for on-the-go listening.\\n\\nWhy We Like It\\n\\nIt fits almost anywhere\\n\\nThe loop enables you to attach it to things\\n\\nWhat You Should Know\\n\\nFor the price, the sound quality is suboptimal\\n\\nThe bass isn’t much to write home about\\n\\nView\\non JBL\\n\\nView\\non Amazon\\n\\n8. Outdoor Tech Bolt Magnetic Water Resistant Bluetooth Speaker\\n\\nThe Outdoor Tech Bolt Magnetic Water Resistant Bluetooth Speaker is something we haven’t seen on many other models—a magnet. Whether it’s a fridge or a steel beam, you can place the speaker at an adequate height to ensure the music or podcast you’re listening to doesn’t get blocked by obstructions. This might sound like a gimmick, but we’ve enjoyed using it. You’re almost always around metal objects, so finding a place to put the speaker is easy. Sometimes, the magnet won’t be as helpful—like while you’re lounging in the sand at the beach—but you can still set it on the flat side like a standard speaker.\\n\\nIn testing, we noted that the bass was substantial, even when listening to thumping songs. The sound quality rated a 7 out of 10. The highs survive the bass, which is often an issue for portable Bluetooth speakers. It does feel like it should be louder for its weight; however, some of that mass is likely due to the magnet. Still, we’re happy with the quality, bass, and functionality of the Outdoor Tech Bolt Magnetic Water Resistant Bluetooth Speaker. Plus, it has an IPX6 rating and a loop to hang the speaker onto things when there’s no metal around.\\n\\nWhy We Like It\\n\\nThe magnet makes it easy to attach to things\\n\\nThe bass and sound quality are quite good for a travel speaker\\n\\nWhat You Should Know\\n\\nThe magnet adds a lot of weight\\n\\nWhen not utilizing the magnet, the speaker can only face up\\n\\nView\\non Outdoor Tech\\n\\nView\\non Amazon\\n\\n9. MUZEN Wild Go Bluetooth Speaker\\n\\nAt Pack Hacker, we’re more meat and potatoes than flashy; however, the MUZEN Wild Go Bluetooth Speaker’s design is worth commending. It has actual buttons and knobs, which is incredibly rare for modern Bluetooth speakers. We’re used to seeing somewhat hard-to-find and press buttons, which are sleek but not always the easiest to use. The MUZEN Wild Go Bluetooth Speaker is a blast from the past with modern amenities. The speaker is palmable, too, so you can easily carry it around or stow it in your pocket or sling.\\n\\nBass is almost nonexistent, but we didn’t expect much from such a small speaker. The sound quality scores a 5.5 out of 10, which isn’t great; however, that’s compared to bigger and better speakers, which might not be totally fair. Still, the highs survive louder volumes on thumping songs, even if the bass leaves something to be desired. The speaker has an IPX5 rating, too, so spills and rain aren’t a problem. Though it isn’t the best performer, its size and neat style make it worth looking at.\\n\\nWhy We Like It\\n\\nIt has physical knobs and dials instead of buttons\\n\\nIt’s small enough to fit into your pocket\\n\\nWhat You Should Know\\n\\nThe sound quality and bass are substandard compared to some models on this list\\n\\nYou have to purchase the lanyard separately\\n\\nSee Review & Buying Options\\n\\n10. Soundcore Select 4 Go Bluetooth Speaker\\n\\nThe Soundcore Select 4 Go Bluetooth Shower Speaker by Anker will fit into a large coat pocket, but you'll struggle to fit it on your person without a sling. Still, it's small enough to fit into your travel backpack or daypack without issue, and it's a solid option for jamming in the hotel before a night out, playing pickup basketball in the park with locals, or at the beach with your besties. It has rubberized feet to keep the speaker from slipping around, even on slippery surfaces, a small loop to attach the speaker to things, and a sleek look with an IP67 rating, which protects from almost anything you can throw at it (or accidentally throw it into).\\n\\nThe speaker feels like a competitor to the JBL Clip series, as it has similar sound quality and a loop for easy access on the go. We'd give the Clip the leg up regarding portability, but the Soundcore edges it out in terms of sound. There isn't a ton of bass, but you can hear it, and the speaker handles it well. It doesn't muddy the mids or the highs until the very top volume level, and even then, it's still listenable. The sound feels very full for a speaker of this size, and if you use it in the shower as Anker intended, it'll feel like you're in the middle of a pit at the concert because the sound will fill the room. Additionally, voices on podcasts sound fantastic. For this speaker, we're going with a 7.5 out of 10.\\n\\nDespite not being pocketable, this speaker performs well, can hold a charge for up to 20 hours, and floats if you accidentally drop it into the lake (or bath).\\n\\nWhy We Like It\\n\\nIt has solid bass performance for a speaker of its size\\n\\nIts IP67 rating makes it a solid choice at the beach, by the pool, or in the shower\\n\\nWhat You Should Know\\n\\nIt is too large to fit into most pockets, making it less portable\\n\\nYou have to set it on its feet; otherwise, sound quality might be compromised\\n\\nView\\non Soundcore\\n\\nView\\non Amazon\\n\\nSee Review & Buying Options\\n\\nShould my speaker be waterproof and dust-proof?\\n\\nNo, your Bluetooth speaker doesn’t need to be waterproof and dust-proof. That said, most new models are, and it isn’t bad to have extra protection, even if you aren’t planning to go to wet or dusty locations. Think about it like the rental car insurance—no, you don’t plan to crash the car, but it’s nice to have the insurance if you do. No, you don’t plan to throw the speaker into the water or a mud puddle, but having extra features is handy if it happens!\\n\\nHow can I tell if a speaker has good sound quality?\\n\\nGenerally, the heavier the speaker, the better the sound quality. This has been the case for decades, though that doesn’t mean you can’t get sound quality from a small, lightweight speaker. Typically, you see better performance on the low end musically with a heavier speaker. If you have big speakers at home and took them apart, the subwoofers will likely be heavier than the tweeters; it’s a similar concept here. That said, not all heavy speakers are better sonically—materials come into play here, too, so keep that in mind!\\n\\nWhat is the best portable speaker brand?\\n\\nOur go-to brands for portable Bluetooth speakers are JBL, Anker, and Altec Lansing. JBL typically has fantastic audio performance, especially at the higher-priced models. Anker (called Soundcore for audio) is a great value, offering quality that gets close to JBL for lower prices. Altec Lansing has good, higher-end speakers, but we love their budget-friendly models, even if the quality isn’t as good as JBL or Anker. Generally, we’ve had good experiences with the sound quality of cheap speakers online. However, the exterior is often not very durable, the battery life isn’t great, and it will degrade more quickly over time.\\n\\nWhy You Should Trust Us\\n\\nSince 2017, we’ve had our hands on thousands of travel products, from backpacks to tech accessories. In addition to our firm understanding of what makes a carry on work for a trip to Peru, we can help you pick what gear to put inside it, too. Our reviewers test hundreds of pieces of gear every year, including dozens of pieces of tech, like Bluetooth speakers. We aren’t audio experts, but we understand what makes a piece of tech work well for travel and strive to find the best options that balance sound quality with packability.\\n\\nHow We Tested It\\n\\nTest 1: We tested sound quality while listening to songs with a lot of bass, those with significant treble, and while enjoying podcasts to ensure that our sound quality rating was measured and accurate.\\n\\nTest 2: We tested how well each speaker handled songs with a lot of bass and how that affected other aspects of the songs we were listening to.\\n\\nTest 3: Smaller speakers are easier to bring but often don’t last as long. We tested all these speakers to ensure they lasted long enough to be worth making space in your bag for them. If size is your primary concern, use the space you save to bring a charger to ensure you can stay juiced up all day, weekend, or week.\\n\\nHopefully, you’ve found a speaker that’ll meet your needs, whether you want table-thumping bass or pocketability. 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We te\"], \"without\": [\"Packing Lists\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4486", "input": "https://www.texasmattressmakers.com/blog/what-is-best-mattress-side-sleepers/?srsltid=AfmBOoo_Xw7RuMTtX4IiaTgTYOKGWloJcBHlXQicUhSxvf5PKVHyLKJf", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4486\", \"ground_truth_path\": \"source/test/ground-truth/4486.json\", \"ground_truth_sha256\": \"c8a7cb4825653204d394f2a563110b952980f27db2373a83db39232d75d9c721\", \"html_path\": \"source/test/html/4486.html.gz\", \"html_sha256\": \"7d129f30960e23e9caf009a13060285530a10fdaec40703e12d5e5f61e10d146\", \"page_type\": \"article\", \"reference\": \"If you sleep on your side and are on the lookout for a new mattress, chances are you’ve asked the question, “What is the best mattress for side sleepers?” Unfortunately, while many online sources will point you to specific brands or different variations of a bed-in-a-box, there is no single answer to this question.\\n\\nWhile side sleeping is certainly a category of its own, there are many other factors to take into consideration. Height, weight, weight placement, and preference for a soft vs firm mattress all play a role in determining what is the best mattress for a side sleeper.\\n\\nTexas Mattress Makers is here to help clarify how to take all of these different elements into account when searching for your next new mattress. We’ll walk you through everything you need to know about finding the best mattress for the side sleepers in your life.\\n\\nWant to start at the beginning? Check out our guides to How to Choose a Mattress, Finding the Right Mattress for Your Body Type, or simply take our mattress quiz.\\n\\nWhat You Need to Know About Sleeping on Your Side\\n\\nIt is estimated that over 70% of people sleep on their sides at some point during the night, making side sleeping the most popular sleeping position (as opposed to back, stomach, or combination sleeping).\\n\\nSide sleeping is also the most highly recommended sleeping position by most doctors, although it does come with some drawbacks if you are not sleeping on a good mattress.\\n\\nBenefits of sleeping on your side\\n\\nIf you are sleeping on a mattress that’s fitted to your needs, sleeping on your side may:\\n\\nHelp improve breathing, circulation, digestion, and brain health\\n\\nHelp prevent snoring and sleep apnea\\n\\nReduce heartburn, especially for pregnant women\\n\\nDrawbacks to sleeping on your side\\n\\nIf you are sleeping on a mattress that’s not fitted to your needs, sleeping on your side may:\\n\\nIncrease pressure on certain parts of the body, including the shoulders and hips\\n\\nSome individuals may also feel increased pressure in their ankles, knees, neck, and ears\\n\\nWhy are you more likely to reap certain health benefits by sleeping on your side as opposed to other sleeping positions? Two words: spinal alignment. Spinal alignment is the key to a good night’s sleep, and sleeping on your side is, quite simply, the easiest way to achieve proper spinal alignment while sleeping.\\n\\nAll of that said, sleeping on your side without a good mattress will likely cut down on these potential benefits and leave you struggling with aches and pains. The way your body lays on the mattress as you side sleep increases pressure points in certain areas, especially your shoulders.\\n\\nThe key to solving this problem is to find a mattress that provides the perfect combination of cushion, contouring, and support. All side sleepers need some amount of cushioning to help prevent the creation of pressure points in the hips and shoulders.\\n\\nWhat is the Best Mattress for Side Sleepers? Answering FAQs.\\n\\nTexas Mattress Makers gives you the 411 on some of the top questions we receive from side sleepers, as well as some general mattress recommendations for side sleepers to help you start your search.\\n\\nWhat is the best mattress firmness for side sleepers?\\n\\nIn the mattress industry, firmness and softness refer to the feel of a mattress, whereas support refers to the mattress’s way of providing spinal alignment. In other words, individuals of different weights need different levels of support, whereas individuals of all types of weights can have their own preferences for softness or firmness.\\n\\nThat means that there is no real “best” firmness for side sleepers; you can find a mattress that provides a soft feel, medium feel, medium-firm feel, or firm feel, and, so long as it comes with appropriate corresponding level of support, make that mattress work for you.\\n\\nAs a side sleeper, you will need a mattress with enough support to keep your spine aligned but also enough cushion in the comfort area to provide pressure point relief for your shoulders and your hips. Different components, such as different foams or foam alternatives, can be used in the comfort layer to help provide pressure point relief while still giving you a variety of feels for your individual comfort preference\\n\\nThe best way to find a mattress that marries these two concepts to best suit your needs is to visit a trusted mattress retailer. Since Texas Mattress Makers manufacturers each and every one of our mattresses, we know the ins and outs of how they are made. Our mattress experts can quickly help you identify what type of mattress will work best for you.\\n\\nWhat is the best mattress for side sleepers with back pain, neck pain, etc.?\\n\\nIf you are a side sleeper struggling with shoulder pain, neck pain, hip pain, or other pain in pressure point areas, the support layer and comfort layer of your mattress have created a surface that is either too supportive, too firm, or a combination of both. Start by looking for a mattress with a softer comfort layer, especially if you are lightweight.\\n\\nIf you are a side sleeper struggling with back pain, the support layer and comfort layer of your mattress have likely created a surface that is either not supportive enough, too soft, or a combination of both. Start by looking at hybrid mattresses with a more supportive base layer, especially if you are a heavyweight sleeper.\\n\\nWhat is the best type of mattress for side sleepers?\\n\\nJust like there is no one best mattress firmness for side sleepers, there is also no one best type of mattress for side sleepers. We constantly receive questions along the lines of Is a pillow top mattress good for side sleepers? or What is the best memory foam mattress for side sleepers? While we can provide a general recommendation, it’s better to look for a mattress based on the specific needs of the buyer.\\n\\nHybrid mattresses:\\n\\nAt Texas Mattress Makers, we sell more hybrid mattresses than any other types of mattresses. That’s because the makeup of hybrid mattresses — an individually wrapped coil support layer and a soft (memory foam, latex, etc.) comfort layer — naturally provides a wide variety of support and feel options. We can hand craft a mattress to meet the needs of sleepers with varying heights, weights, feel preferences, support needs, and temperature control needs.\\n\\nPillow top/Euro top mattresses:\\n\\nOur handmade pillow top mattresses and Euro top comfort layers are crafted to help relieve aches and pains, making them particularly beneficial to side sleepers who have hip and shoulder problems due to their pressure-relieving properties.\\n\\nPlease note that we do not carry Euro top mattresses in our inventory, but we can customize any mattress to feature a Euro top comfort layer.\\n\\nInnerspring mattresses:\\n\\nWhile we would not recommend innerspring mattresses for a long-term, supportive sleeping solution, they still provide a perfect, cost-efficient option for limited-use spaces such as guest beds or for growing children and young adult side sleepers.\\n\\n100% memory foam mattresses:\\n\\nAll-memory foam mattresses have received a lot of hype over the past few decades. While their cushioning and contouring properties make them truly great options for some side sleepers, they are less ideal for the general population than many mattress retailers would have you believe.\\n\\nFor example, 100% memory foam mattresses can be perfect for lightweight side sleepers who do not sleep hot, but will likely create comfort issues for heavier individuals (and will definitely be uncomfortable if you sleep hot.)\\n\\nThis is not to say that everyone can’t enjoy the cushioning benefits of memory foam; if you love the feel of memory foam but shouldn’t sleep on an all-memory foam mattress, check out hybrid mattresses with a memory foam or foam alternative comfort layer!\\n\\n100% latex mattresses:\\n\\nAll-latex mattresses are more eco-friendly, sleep cooler, and provide a more resilient (i.e. bouncy) sleeping surface than their memory foam cousins. Like 100% memory foam mattresses, latex mattresses are not ideal for all body types. If you love the feel of latex but shouldn’t sleep on an all-latex mattress, we manufacture hybrid mattress options that use latex in the comfort layer.\\n\\nWhile it’s better to pick a mattress that meets your needs across multiple factors, you have to start somewhere! Here are our top picks for certain mattresses, keeping in mind one important element of the mattress selection process.\\n\\nOur expert pick:\\n\\nUltra Soft feel: Hotel Comfort Mattress\\n\\nMedium Firm: Hybrid Plus Mattress\\n\\nFirm feel: Hybrid Plus Natural Mattress\\n\\nBest memory foam mattress for side sleepers:\\n\\nSoft feel: Quantum™ Mattress\\n\\nFirm feel: 100% Foam Mattress\\n\\nBest hybrid mattress for side sleepers:\\n\\nSoft feel: Hotel Comfort Mattress\\n\\nMedium Feel: Hybrid Plus Mattress\\n\\nFirm feel: Hybrid Plus Natural Mattress\\n\\nBest mattress for heavy side sleepers:\\n\\nSoft and Firm feel: Quantum™ Natural Mattress\\n\\nBest mattress for light side sleepers:\\n\\nSoft feel: Hotel Comfort Mattress\\n\\nFirm feel: Hybrid Plus Mattress\\n\\nBest for hot sleepers:\\n\\nSoft feel: Hotel Comfort Mattress\\n\\nMedium Feel: Hybrid Plus Mattress\\n\\nFirm feel: Hybrid Plus Mattress\\n\\nPro tip: Looking for the “best mattress for side sleepers with shoulder pain,” the “best mattress for side sleepers with back pain,” or something similar? If you are experiencing regular pain while sleeping, we highly recommend visiting us in person. When it comes to pain management, we cannot in good conscience make a blanket recommendation online; there are simply too many potential factors at play.\\n\\nOther Considerations for Side Sleepers\\n\\nDo you and your partner have significantly different sleeping needs? Not to worry. A custom, split king-size, or dual comfort mattress made by Texas Mattress Makers allows the two different sides of your mattress to be tailored to fit the needs of each spouse. For sleeping partners who don’t mind having a separate mattress from your spouse (or who each want the luxury of using an adjustable base on their own), there is also the option of a split king mattress.\\n\\nFor more information, please explore our custom mattress options, dual comfort mattresses, split king mattresses, and our Split King vs. King Mattresses article.\\n\\nFind the Best Mattress for the Side Sleepers in Your Life\\n\\nStill unsure of what is the best mattress for side sleepers? With over four decades of experience, the mattress experts at Texas Mattress Makers can help you determine the best mattress for the side sleepers in your household.\\n\\nYour good night’s sleep is our passion. We hand make all of our mattresses with materials sourced right here in the United States, and are always here to answer any questions you may have about the mattress buying process.\\n\\nYou can explore our full selection of handmade mattresses online or in-store. Visit any of our convenient Houston locations today!\", \"url\": \"https://www.texasmattressmakers.com/blog/what-is-best-mattress-side-sleepers/?srsltid=AfmBOoo_Xw7RuMTtX4IiaTgTYOKGWloJcBHlXQicUhSxvf5PKVHyLKJf\", \"with\": [\"While side sleeping is certainly a category of its own, there are many other fac\", \"What is the Best Mattress for Side Sleepers? Answering FAQs.\", \"All-memory foam mattresses have received a lot of hype over the past few decades\"], \"without\": [\"Accessories\", \"Buying Guide\", \"Find a Store\", \"Mattress Makers Quiz\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4487", "input": "https://mattressnap.com/best-mattress-for-side-sleepers/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4487\", \"ground_truth_path\": \"source/test/ground-truth/4487.json\", \"ground_truth_sha256\": \"3e8bed9958c106b80fc267bae205e4fcd04d765afbd8911f9b3688d421f9dd3c\", \"html_path\": \"source/test/html/4487.html.gz\", \"html_sha256\": \"33ad31ec9a024779b4805473e4de29d48d95de9c63afbc7f561368fb00931c61\", \"page_type\": \"article\", \"reference\": \"Side sleeping is the most popular sleep position, but finding the right mattress can feel like a puzzle. You need something that cradles your hips and shoulders while keeping your spine aligned—no easy feat! After digging through expert reviews, testing data, and customer feedback, we’ve analyzed over 320 mattresses to bring you the nine best options for side sleepers in 2025. Whether you’re a hot sleeper, share a bed with a partner, or just want that cloud-like comfort, we’ve got you covered. Let’s dive into our top picks, starting with the standout.\\n\\nTop Pick\\n\\nWinkBed\\n\\nThe WinkBed takes the crown as the best overall mattress for side sleepers. Its versatile firmness options, exceptional cooling, and stellar pressure relief make it a favorite for a wide range of sleepers. With a 9.82 performance score, it’s no wonder it ranks in the top 1% of mattresses tested.\\n\\nThe 9 Best Mattresses for Side Sleepers\\n\\nHere’s our curated list of the top mattresses, each excelling in specific areas to meet the unique needs of side sleepers:\\n\\nWinkBed – Best Overall\\n\\nSaatva Classic – Best for Couples\\n\\nLeesa Sapira – Best for Cooling\\n\\nNolah Natural – Best for Natural Materials\\n\\nBrooklyn Bedding Aurora Luxe – Best for Pressure Relief\\n\\nAmerisleep AS5 Hybrid – Best for Soft Feel\\n\\nBear Elite Hybrid – Best Value\\n\\nHelix Midnight Elite – Best for Plus-Sized Sleepers\\n\\nEmma Hybrid Cooling Elite – Best Budget\\n\\nOur Testing & Selection Process\\n\\nWe didn’t just pick these mattresses out of a hat. Our process is rooted in rigorous, data-driven testing. We’ve evaluated 320+ mattresses across 43 brands, analyzing 98 performance data points like cooling, pressure relief, motion transfer, and edge support. Our testing team—Derek, Kayla, Kyle, Nathan, and Samantha—brings diverse sleep preferences and body types to the table, ensuring our recommendations work for a wide audience. We combine objective metrics with real-world feedback to create a list that’s both scientific and practical.\\n\\nSide Sleeper Firmness Guide\\n\\nSide sleepers need a mattress that’s soft enough to cushion pressure points but firm enough to support spinal alignment. Here’s a quick guide:\\n\\nLightweight (<130 lbs): Soft to medium (3-5/10 firmness)\\n\\nAverage (130-230 lbs): Medium to medium-firm (5-6/10)\\n\\nHeavy (>230 lbs): Medium-firm to firm (6-7/10)\\n\\nNow, let’s break down each mattress, starting with our top pick.\\n\\nWinkBed Mattress\\n\\nBest For\\n\\nSide sleepers of all weights\\n\\nHot sleepers\\n\\nCouples needing motion isolation\\n\\nThose with back or joint pain\\n\\nConsiderations\\n\\nHigher price point ($1,499 for a queen)\\n\\nMay feel too firm for lightweight sleepers in the medium-firm option\\n\\nLimited sinkage for those who love a deep, hug-like feel\\n\\nOur Verdict\\n\\nThe WinkBed is a hybrid mattress that nails the balance of comfort and support. Available in three firmness levels—soft (4), medium-firm (6), and slightly firm (7)—it caters to a wide range of side sleepers. Its plush Euro-top and pocketed coils provide excellent pressure relief, while the cooling tech keeps you comfortable all night. With a 9.82 performance score, it’s a top performer across the board.\\n\\nWinkBed Performance\\n\\nCooling Test: Scored a perfect 10/10, thanks to breathable coils and a Tencel cover.\\n\\nSinkage Test: Moderate sinkage (2.0 inches), ideal for side sleepers who want to feel “on” the bed.\\n\\nMotion Transfer Test: Low motion transfer (4.2 m/s²), great for couples.\\n\\nResponse Test: Fast response time (0.3 seconds), making it easy to switch positions.\\n\\nBounce Test: Moderate bounce (9.5 inches), adding responsiveness without disrupting sleep.\\n\\nEdge Support Test: Excellent edge support (3.5 inches sinkage when sitting), perfect for using the full bed surface.\\n\\nSaatva Classic\\n\\nBest For\\n\\nCouples\\n\\nCombination sleepers\\n\\nThose who prefer a traditional coil feel\\n\\nSleepers with back pain\\n\\nConsiderations\\n\\nHigher motion transfer may disturb light sleepers\\n\\nPremium price ($1,795 for a queen)\\n\\nNot ideal for those seeking deep memory foam contouring\\n\\nOur Verdict\\n\\nThe Saatva Classic is a luxurious innerspring hybrid with a coil-on-coil design and a plush Euro-top. Available in plush soft (4), luxury firm (6), and firm (8), it’s versatile for side sleepers, especially couples. Its 9.74 performance score places it in the top 1% of tested mattresses, with exceptional cooling and pressure relief.\\n\\nSaatva Performance\\n\\nCooling Test: Perfect 10/10, with breathable coils and organic cotton cover.\\n\\nSinkage Test: Moderate sinkage (1.8 inches), balancing comfort and support.\\n\\nMotion Transfer Test: Higher motion transfer (6.5 m/s²), less ideal for restless partners.\\n\\nResponse Test: Quick response (0.4 seconds), great for combo sleepers.\\n\\nBounce Test: High bounce (10.2 inches), adding a lively feel.\\n\\nEdge Support Test: Strong edge support (3.2 inches sinkage), ideal for couples.\\n\\nLeesa Sapira\\n\\nBest For\\n\\nHot sleepers\\n\\nAll sleeping positions\\n\\nCouples\\n\\nSleepers under 250 lbs\\n\\nConsiderations\\n\\nSlightly pricey ($1,599 for a queen)\\n\\nLimited sinkage for memory foam lovers\\n\\nAverage edge support\\n\\nOur Verdict\\n\\nThe Leesa Sapira Hybrid is a cooling champ with a balanced medium-firm feel (6/10). Its 11-inch hybrid design combines foam and pocketed coils for excellent pressure relief (10/10) and cooling (10/10). With a 9.50 performance score, it ranks in the top 1% of hybrids, making it a versatile pick for side sleepers.\\n\\nLeesa Sapira Hybrid Performance\\n\\nCooling Test: Perfect 10/10, with a cooling cover and airflow-friendly coils.\\n\\nSinkage Test: Moderate sinkage (2.1 inches), ideal for side sleepers.\\n\\nMotion Transfer Test: Low motion transfer (4.46 m/s²), great for couples.\\n\\nResponse Test: Fast response (0.3 seconds), easy to move on.\\n\\nBounce Test: Moderate bounce (8.7 inches), balancing responsiveness and stability.\\n\\nEdge Support Test: Decent edge support (4.0 inches sinkage), but not the best for edge sleepers.\\n\\nNolah Natural\\n\\nBest For\\n\\nEco-conscious sleepers\\n\\nSide sleepers of all weights\\n\\nThose seeking natural materials\\n\\nHot sleepers\\n\\nConsiderations\\n\\nWeaker edge support\\n\\nHigher price ($1,699 for a queen)\\n\\nLess bounce for active sleepers\\n\\nOur Verdict\\n\\nThe Nolah Natural is an 11-inch organic hybrid with natural latex and pocketed coils. Its medium feel (5/10) and 5-inch comfort layer provide superb pressure relief (9.8/10). With a 9.74 performance score, it’s a top choice for eco-friendly side sleepers who want a cool, supportive bed.\\n\\nNolah Natural Performance\\n\\nCooling Test: Strong 9.5/10, thanks to breathable latex and coils.\\n\\nSinkage Test: Moderate sinkage (2.2 inches), cradling hips and shoulders.\\n\\nMotion Transfer Test: Moderate motion transfer (5.0 m/s²), decent for couples.\\n\\nResponse Test: Fast response (0.3 seconds), great for combo sleepers.\\n\\nBounce Test: Low bounce (7.5 inches), prioritizing stability.\\n\\nEdge Support Test: Weaker edge support (4.5 inches sinkage), not ideal for edge sleepers.\\n\\nBrooklyn Bedding Aurora Luxe\\n\\nBest For\\n\\nSide sleepers with hip or shoulder pain\\n\\nHot sleepers\\n\\nCouples\\n\\nBudget-conscious buyers\\n\\nConsiderations\\n\\nAverage motion isolation\\n\\nNot ideal for adjustable bases\\n\\nSlightly firm for lightweight sleepers\\n\\nOur Verdict\\n\\nThe Brooklyn Bedding Aurora Luxe is a cooling hybrid with a 9.60 performance score. Available in soft (4), medium-firm (6), and firm (8), its 14.5-inch design excels in pressure relief (9.9/10) and cooling (9.8/10). At $1,299 for a queen, it’s a great value for side sleepers.\\n\\nBrooklyn Bedding Aurora Luxe Performance\\n\\nCooling Test: Excellent 9.8/10, with cooling gel and breathable coils.\\n\\nSinkage Test: Moderate sinkage (2.0 inches), perfect for side sleepers.\\n\\nMotion Transfer Test: Average motion transfer (5.5 m/s²), may disturb light sleepers.\\n\\nResponse Test: Quick response (0.4 seconds), easy to reposition.\\n\\nBounce Test: Moderate bounce (9.0 inches), balancing comfort and support.\\n\\nEdge Support Test: Good edge support (3.8 inches sinkage), suitable for couples.\\n\\nAmerisleep AS5 Hybrid\\n\\nBest For\\n\\nLightweight side sleepers\\n\\nThose who love a soft, memory foam feel\\n\\nHot sleepers\\n\\nSleepers with joint pain\\n\\nConsiderations\\n\\nExpensive ($2,149 for a queen)\\n\\nHigher motion transfer\\n\\nToo soft for heavier sleepers\\n\\nOur Verdict\\n\\nThe Amerisleep AS5 Hybrid is a 14-inch memory foam hybrid with a very soft feel (3.5/10). Its 5-inch comfort layer and zoned coils deliver excellent pressure relief (9.7/10) and cooling (9.0/10). With a 9.24 performance score, it’s ideal for lightweight side sleepers craving a plush bed.\\n\\nAmerisleep AS5 Hybrid Performance\\n\\nCooling Test: Strong 9.0/10, with a cooling cover and gel-infused foam.\\n\\nSinkage Test: Deep sinkage (2.5 inches), great for contouring.\\n\\nMotion Transfer Test: Higher motion transfer (6.0 m/s²), not ideal for couples.\\n\\nResponse Test: Fast response (0.3 seconds), despite memory foam.\\n\\nBounce Test: Moderate bounce (8.5 inches), adding responsiveness.\\n\\nEdge Support Test: Good edge support (3.9 inches sinkage), decent for edge sleepers.\\n\\nBear Elite Hybrid\\n\\nBest For\\n\\nBudget-conscious side sleepers\\n\\nThose with back pain\\n\\nCouples\\n\\nAverage-weight sleepers\\n\\nConsiderations\\n\\nNot ideal for heavyweight sleepers\\n\\nAverage edge support\\n\\nLimited firmness options\\n\\nOur Verdict\\n\\nThe Bear Elite Hybrid is a value-driven hybrid with a medium-firm feel (6/10). Its 9.40 performance score highlights strong pressure relief (9.5/10) and cooling (9.2/10). At $1,199 for a queen, it’s a budget-friendly option for side sleepers seeking support and comfort.\\n\\nBear Elite Performance\\n\\nCooling Test: Solid 9.2/10, with breathable coils and cooling foam.\\n\\nSinkage Test: Moderate sinkage (2.1 inches), balancing comfort and support.\\n\\nMotion Transfer Test: Low motion transfer (4.8 m/s²), great for couples.\\n\\nResponse Test: Quick response (0.4 seconds), easy to move on.\\n\\nBounce Test: Moderate bounce (8.8 inches), adding responsiveness.\\n\\nEdge Support Test: Average edge support (4.2 inches sinkage), not the best for edge sleepers.\\n\\nHelix Midnight Elite\\n\\nBest For\\n\\nPlus-sized side sleepers\\n\\nHot sleepers\\n\\nThose seeking a luxury feel\\n\\nCouples\\n\\nConsiderations\\n\\nPremium price ($2,373 for a queen)\\n\\nToo firm for lightweight sleepers\\n\\nComplex return process\\n\\nOur Verdict\\n\\nThe Helix Midnight Elite is a luxury hybrid designed for heavier sleepers. Its medium-firm feel (6/10) and 9.65 performance score make it a top pick for plus-sized side sleepers. With excellent pressure relief (9.8/10) and cooling (9.5/10), it’s a premium choice.\\n\\nHelix Midnight Elite Performance\\n\\nCooling Test: Strong 9.5/10, with a cooling cover and airflow-friendly coils.\\n\\nSinkage Test: Moderate sinkage (2.0 inches), ideal for heavier sleepers.\\n\\nMotion Transfer Test: Low motion transfer (4.5 m/s²), great for couples.\\n\\nResponse Test: Fast response (0.3 seconds), easy to reposition.\\n\\nBounce Test: Moderate bounce (9.0 inches), balancing comfort and support.\\n\\nEdge Support Test: Excellent edge support (3.5 inches sinkage), perfect for edge sleepers.\\n\\nEmma Hybrid Cooling Elite\\n\\nBest For\\n\\nBudget shoppers\\n\\nHot sleepers\\n\\nLightweight side sleepers\\n\\nThose seeking a balanced feel\\n\\nConsiderations\\n\\nLimited support for heavier sleepers\\n\\nWeaker edge support\\n\\nShorter trial period (100 nights)\\n\\nOur Verdict\\n\\nThe Emma Hybrid Cooling Elite is a budget-friendly hybrid with a medium feel (5/10). Its 9.30 performance score and $999 price tag make it a steal for side sleepers on a budget. With solid cooling (9.0/10) and pressure relief (9.5/10), it’s a great value pick.\\n\\nEmma Hybrid Cooling Elite Performance\\n\\nCooling Test: Solid 9.0/10, with cooling fibers and breathable coils.\\n\\nSinkage Test: Moderate sinkage (2.2 inches), cradling pressure points.\\n\\nMotion Transfer Test: Low motion transfer (4.7 m/s²), good for couples.\\n\\nResponse Test: Quick response (0.4 seconds), easy to move on.\\n\\nBounce Test: Low bounce (7.8 inches), prioritizing stability.\\n\\nEdge Support Test: Weaker edge support (4.5 inches sinkage), not ideal for edge sleepers.\\n\\nFinal Thoughts\\n\\nChoosing the best mattress for side sleeping comes down to your weight, budget, and preferences. The WinkBed stands out for its versatility and top-tier performance, but options like the Saatva Classic (great for couples), Leesa Sapira (cooling champ), and Emma Hybrid Cooling Elite (budget-friendly) cater to specific needs. Each mattress on this list has been rigorously tested to ensure it delivers the pressure relief and spinal alignment side sleepers need.\\n\\nFor the best experience, consider your body type and sleep habits. Lightweight sleepers may lean toward softer options like the Amerisleep AS5 Hybrid, while heavier sleepers might prefer the Helix Midnight Elite. No matter your choice, these mattresses are designed to help you wake up refreshed, without the aches and pains of a poor night’s sleep.\", \"url\": \"https://mattressnap.com/best-mattress-for-side-sleepers/\", \"with\": [\"The WinkBed takes the crown as the best overall mattress for side sleepers. Its \", \"Motion Transfer Test: Higher motion transfer (6.5 m/s²), less ideal for restless\", \"Sinkage Test: Deep sinkage (2.5 inches), great for contouring.\", \"Choosing the best mattress for side sleeping comes down to your weight, budget, \"], \"without\": [\"Best Mattress For Couples\", \"Best Firm Mattress\", \"Best Soft Mattress\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4495", "input": "https://www.viewsonic.com/us/products/shop/monitors/elite-gaming-monitors.html?srsltid=AfmBOoq7xqbPKnECKFdKzv8LW42FV7pJtSRDrRCKnPc1pUwy6s8YtzvD", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4495\", \"ground_truth_path\": \"source/test/ground-truth/4495.json\", \"ground_truth_sha256\": \"2338448d71856168025adfe8d0b782240d11cc50a11acfe7101d350ef127dbb2\", \"html_path\": \"source/test/html/4495.html.gz\", \"html_sha256\": \"af8d6b2c5d1a7af46bf2af632b0b997a514c09041beae1c4cad2589d1ce35918\", \"page_type\": \"collection\", \"reference\": \"Gaming\\n\\nGaming Monitors\\n\\nViewSonic 27\\\" Switchable Refresh Rate Gaming Monitor with 288Hz at FHD and 144Hz at 4K | VX2730D-4K\\n\\n$279.99\\n\\nViewSonic 34\\\" 21:9 Curved 1440p 1ms 180Hz Gaming Monitor with FreeSync Premium | VX3418C-2K\\n\\n$299.99\\n\\nViewSonic 32\\\" Curved 1440p 1ms 180Hz Gaming Monitor with FreeSync | VX3228C-2K\\n\\n$229.99\\n\\nViewSonic 17.3'' Portable 1080p 144Hz IPS Gaming Monitor with FreeSync and 60W USB-C | VX1754\\n\\n$199.99\\n\\nViewSonic 15.6'' Portable 1080p 144Hz IPS Gaming Monitor with FreeSync and 60W USB-C | VX1654\\n\\n$169.99\\n\\nViewSonic 34'' 1440p 1ms 165Hz Ergonomic Gaming Monitor with FreeSync Premium | VX3418-2K\\n\\n$319.99\\n\\nViewSonic 27\\\" 1080p 1ms 120Hz (OC) IPS Gaming Monitor with USB-C | VX2716A\\n\\n$139.99\\n\\nViewSonic 24\\\" 1080p 180Hz 0.5ms Gaming Monitor with FreeSync | VX2428A\\n\\n$129.99\\n\\nViewSonic 24\\\" 1080p 1ms 120Hz (OC) IPS Gaming Monitor with USB-C | VX2416A\\n\\n$119.99\\n\\nViewSonic 25\\\" 1080p 0.5ms 280Hz Gaming Monitor with Advanced Ergonomics, FreeSync Premium, G-Sync Compatible, and USB-C | XG2536\\n\\n$279.99\\n\\nViewSonic 27\\\" 1440p 0.5ms 240Hz Gaming Monitor with Advanced Ergonomics, FreeSync Premium, G-Sync Compatible, and USB-C | XG2736-2K\\n\\n$319.99\\n\\nViewSonic 27\\\" 1080p 0.5ms 180Hz Gaming Monitor with IPS, Advanced Ergonomics, FreeSync Premium, and G-Sync Compatible | VX2728J\\n\\n$179.99\\n\\nViewSonic 27\\\" 1440p 0.5ms 180Hz Gaming Monitor with IPS, Advanced Ergonomics, FreeSync Premium, and G-Sync Compatible | VX2728J-2K\\n\\n$189.99\\n\\nViewSonic 32\\\" Curved 1440p 1ms 180Hz Gaming Monitor with FreeSync Premium | VX3218C-2K\\n\\n$219.99\\n\\nViewSonic 24\\\" Curved 1080p 1ms 180Hz Gaming Monitor with FreeSync Premium | VX2418C\\n\\n$119.99\\n\\nViewSonic 32\\\" Curved 1080p 1ms 180Hz Gaming Monitor with FreeSync Premium | VX3218-PC-MHD\\n\\n$189.99\\n\\nViewSonic 27\\\" 1080p 1ms 180Hz Gaming Monitor with FreeSync | VX2718-P-MHD\\n\\n$169.99\\n\\nViewSonic 27\\\" Curved 1080p 1ms 200Hz Gaming Monitor with FreeSync Premium | VX2718-PC-MHD\\n\\n$159.99\\n\\nViewSonic 27\\\" Curved 1440p 1ms 180Hz Gaming Monitor with FreeSync Premium | VX2718-2KPC-MHD\\n\\n$179.99\\n\\nViewSonic 27\\\" 1440p OLED 0.03ms 240Hz Gaming Monitor with FreeSync Premium, HDMI 2.1 | VX2738-2K-OLED\\n\\n$449.99\\n\\nOut of stock\\n\\nVX2729 - 27\\\" 1080p 200Hz 1ms Gaming Monitor with AMD FreeSync Premium\\n\\nVX2429 - 24\\\" 1080p 200Hz 1ms Gaming Monitor with AMD FreeSync Premium\", \"url\": \"https://www.viewsonic.com/us/products/shop/monitors/elite-gaming-monitors.html?srsltid=AfmBOoq7xqbPKnECKFdKzv8LW42FV7pJtSRDrRCKnPc1pUwy6s8YtzvD\", \"with\": [\"ViewSonic 34\\\" 21:9 Curved 1440p 1ms 180Hz Gaming Monitor with FreeSync Premium |\", \"ViewSonic 24\\\" 1080p 180Hz 0.5ms Gaming Monitor with FreeSync | VX2428A\", \"ViewSonic 24\\\" Curved 1080p 1ms 180Hz Gaming Monitor with FreeSync Premium | VX24\", \"VX2729 - 27\\\" 1080p 200Hz 1ms Gaming Monitor with AMD FreeSync Premium\"], \"without\": [\"Sign Up for Our Newsletter:\", \"Sign Up for Newsletter\", \"Customer Service\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4498", "input": "https://www.soundstagexperience.com/index.php/features-menu/pulse-menu/686-the-five-best-noise-canceling-headphones-and-earphones-according-to-me", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4498\", \"ground_truth_path\": \"source/test/ground-truth/4498.json\", \"ground_truth_sha256\": \"4cdebe45d4a49da5b880bf8fd37a72d2aadd61f5efc80e0b1a9802e0e001ba22\", \"html_path\": \"source/test/html/4498.html.gz\", \"html_sha256\": \"97ced774c2e7584935bf8257331e2335ccbe6ca1c0f15d18156946f3d22fbe76\", \"page_type\": \"article\", \"reference\": \"November 2015\\n\\nI often hear audiophiles dissing noise-canceling headphones. This leads me to wonder how often they fly, because conventional over- and on-ear headphones really don’t work well on airplanes. Except perhaps on the very quietest new airliners, the droning, low-frequency noise of jet engines tends to drown out the midrange and treble of conventional over- or on-ear headphones, forcing you to crank the volume to ear-straining levels. Headphones equipped with active noise canceling can reduce this ambient low-frequency noise by 10-40dB, making it easier to hear your music and movies and, in my experience, reducing the fatigue of airline travel.\\n\\nIn a quiet environment, few noise-canceling headphones compete with the sound quality of the best conventional headphones. But that advantage in sound quality disappears when 80dB of low-frequency noise intrudes. In my opinion, the experience you get with a good set of noise-canceling headphones on an airliner is superior to what you’d get with even the finest audiophile closed-back headphones in the same situation.\\n\\nWhy bother with big noise-canceling headphones when you can just use earphones, most of which block noise as well as do typical noise-canceling over- and on-ear ’phones? That’s a matter of personal taste, but in general, I find over- and on-ear headphones more relaxing for long flights.\\n\\nAs always with my “Five Best” articles, a caution: This guide is subjective, reflecting my own tastes and biases. I can say, though, that in my work as a reviewer for SoundStage! Xperience and other sites, I’ve tried almost every noise-canceling headphone on the market, I’ve traveled the world with many of them, and I’ve listened to my colleagues’ opinions of them. So here, in alphabetical order, are the five noise-canceling headphones I think are most worth buying -- each for a different reason. (Prices in USD.)\\n\\nAKG K 490 NC ($249)\\n\\nIf you especially value compactness -- i.e., you want noise-canceling headphones that can easily fit in a purse, murse, or slim laptop bag -- the K 490 NCs are the best choice for those who prefer not to use earphones. Not only do they fold into a neoprene case the size of a taco, the K 490 NCs sound really, really good, with a textbook-neutral voicing that doesn’t emphasize any frequency over the others. The K 490 NCs’ degree of noise reduction is average, but still plenty enough to improve the listening experience. Their main downside is that, like most on-ear models, the K 490 NCs tend to uncomfortably mash the earlobes after an hour or two of use. Also, they require a special cable for charging, instead of using a standard micro USB connection.\\n\\nBose QuietComfort 20 ($299)\\n\\nAudiophiles’ habitual derision of Bose is based partly on the reputation of the company’s loudspeakers (which now represent only a small part of Bose’s business), partly on fear of ridicule by other audiophiles, and perhaps 10% on honest, unbiased evaluation. I can’t say that the QC20s sound great, only that they sound pretty good. I can say that the QC20s deliver the most effective noise canceling available today. They’re also the only noise-canceling earphones I’ve heard that deliver a big reduction in ambient noise compared with conventional, passive earphones. While the QC20s fit rather loosely and very comfortably in the ears, they somehow create a nearly perfect seal with the ear canals.\\n\\nBose QuietComfort 25 ($299)\\n\\nSomewhere between 50 and 100 sets of headphones and earphones sit around my house, ready for me to use whenever I want. So why did I buy a set of QC25s? Because for cross-country and transoceanic flights, nothing beats them. The QC25s deliver the best noise canceling of any over- or on-ear headphone model I’ve tested, in many cases beating the competitors by 10-20dB in the “jet engine band” of 50-200Hz. They also cut out most of the hiss of planes’ ventilation systems, most of other passengers’ chatter, and -- hallelujah! -- much of the noise of crying babies. Just as important as the QC25s’ noise canceling is that they remain comfortable all the way from London to Los Angeles. To my ears, the QC25s don’t sound as good as, say, the PSB M4U 2s, but they sound good enough for me to sink deep into my favorite jazz albums. The QC25s’ case is also slim enough to slip easily into a laptop bag. One downside: Probably because of their superior noise-canceling, the QC25s give me more of the “eardrum suck” feeling -- a slight sensation of pressure on the eardrum that’s initially off-putting but that I’ve grown used to. Most noise-canceling headphones exhibit this to some degree, but for me, it seems more severe with the QC25s.\\n\\nPSB M4U 2 ($399)\\n\\nI doubt many people would argue with my contention that the M4U 2s are the best-sounding noise-canceling headphones available today. Even with their noise-canceling circuitry turned on, they sound better than probably 95% of the headphones I’ve tested. Designer Paul Barton’s RoomFeel voicing genuinely works to create the illusion of listening to real speakers in a real room. The noise canceling is much like the AKG K 490 NCs’ -- average but adequate -- and hardcore road warriors may want something more compact: the M4U 2s’ case is about the size and shape of a kiddie football, and doesn’t quite fit in a laptop case. Also, I don’t find the PSBs as comfortable as many of their competitors, though my colleagues with smaller earlobes disagree.\\n\\nSennheiser MM 550-X ($399)\\n\\nWanting to include a set of Bluetooth-equipped noise-canceling headphones in this roundup, I got it down to two contending models: Sennheiser’s MM 550-X and Definitive Technology’s Symphony 1 ($399), the latter of which I’m in the process of reviewing. Both sound very good, perhaps falling just a hair short of the PSB M4U 2’s performance, and with what I consider average but still quite useful degrees of noise-canceling. Both models are comfortable, the MM 550-X having a plusher feel that’s better for the first couple hours, and the Symphony 1 having a firmer feel that, for me, is better on a six-hour flight. It’s a hard choice, but I give the MM 550-Xes the slight edge because they’re more compact.\", \"url\": \"https://www.soundstagexperience.com/index.php/features-menu/pulse-menu/686-the-five-best-noise-canceling-headphones-and-earphones-according-to-me\", \"with\": [\"In a quiet environment, few noise-canceling headphones compete with the sound quality of the best conventional headphones.\", \"This guide is subjective, reflecting my own tastes and biases.\", \"Somewhere between 50 and 100 sets of headphones and earphones sit around my house, ready for me to use whenever I want.\", \"I doubt many people would argue with my contention that the M4U 2s are the best-sounding noise-canceling headphones available today.\"], \"without\": [\"Music Everywhere\", \"SoundStage! Network\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4499", "input": "https://www.roadandtrack.com/rankings/g43906365/best-electric-cars-for-the-money/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4499\", \"ground_truth_path\": \"source/test/ground-truth/4499.json\", \"ground_truth_sha256\": \"cd071b9ee365ab76a0664d4d0a9d7fc3cc74202d663249475c17fb8ed811e9f6\", \"html_path\": \"source/test/html/4499.html.gz\", \"html_sha256\": \"af43267c99d5010765d32c52ce6fcbecd4256ac83321a743ec5011b52553f8bb\", \"page_type\": \"article\", \"reference\": \"EVs can be a mixed bag when it comes to value. These electric cars deliver the most bang for your buck.\\n\\nThe Manufacturers\\n\\nCars are more expensive than ever. That's doubly true for electric cars, many of which routinely retail for over six figures. Despite that, there are a still a handful of great EVs that cost a lot less that provide good value for money. These are our favorite electric cars for those who are shopping with a more reasonable budget—with one highly affordable honorable mention at the end. More Car Rankings: Best Electric Trucks | Best Electric SUVs | Best Electric Sports Cars | Best Luxury Electric Cars | Best Electric Cars\\n\\n1\\n\\n2026 Hyundai Ioniq 5\\n\\nBase price: $36,600\\nEPA-rated range: 245–318 miles\\n\\nWhile its larger and less aerodynamic shape means that the Hyundai Ioniq 5 SUV doesn't have the outright range performance of its Ioniq 6 sedan sibling, it offers a similarly pleasant driving experience and impressive fast-charging capability. In base form, it manages to stay well under $40,000. Plus, we love how it looks, especially in the newly launched, off-road focused XRT trim. If performance is what you’re after, the high-performance Ioniq 5 N offers over 600 horsepower, a raucous fake paddle shifting transmission feature, and superb handling.\\n\\nTested: Hyundai Ioniq 5 XRT\\n\\n2\\n\\n2026 Nissan Leaf\\n\\nBase price: $31,495\\nEPA-rated range: 256–303 miles\\n\\nThe Nissan Leaf was a pioneer among electric vehicles when it first launched in 2010, and it is now on its third generation. The makeover was long overdue, and the newest Leaf boasts stylish looks, competitive range, and an upscale interior. Plus, Nissan has managed to keep it affordable, too. Nissan currently offers a base model S+ trim at $31,495, but there is reportedly an even more affordable S trim on the way with an estimated price tag of well under $30,000.\\n\\nTested: 2026 Nissan Leaf Looks Better, Goes Farther\\n\\n3\\n\\n2026 Tesla Model 3\\n\\nTesla\\n\\nBase price: $38,630\\nEPA-rated range: 309–363 miles\\n\\nSay what you will about Tesla, but there's a reason the company's most affordable model, the Model 3, is a hit. Not only is it fun to drive, but it's also makes for a pleasant daily driver that can go pretty far on a single charge. An updated version recently went on sale with new front- and rear-end designs and numerous interior upgrades. The Performance version is legitimately quick and fun to drive, if you're willing to spend a little extra.\\n\\nTested: Tesla Model 3 Performance\\n\\n4\\n\\n2025 Hyundai Ioniq 6\\n\\nMike Austin\\n\\nBase price: $39,095\\nEPA-rated range: 240–361 miles\\n\\nThe Hyundai Ioniq 6 is the Korean automaker's attempt to do more with less. The streamliner-style sedan is able to squeeze a respectable 361 miles of range out of its battery thanks to clever engineering and aerodynamics. And the Standard Range version with a smaller 53.0-kW battery pack starts at under $40,000. If you choose to spend a bit more on the SE Long Range model, starting at $44,045, it's among the longest-range EVs you can buy for any price. Hyundai is bringing a performance-oriented Ioniq 6 N to the U.S. soon, but we're not sure if the refreshed version of the standard Ioniq 6 will make it to our shores, so your best bet is to buy a leftover 2025 model.\\n\\nTested: The Hyundai Ioniq 6 Is Comfortably Weird\\n\\n5\\n\\n2026 Ford Mustang Mach-E\\n\\nFord\\n\\nBase price: $39,490\\nEPA-rated range: 265–320 miles\\n\\nIt may not be a real Mustang, but the Ford Mustang Mach-E is an excellent EV crossover with handsome looks and competitive range. A low center of gravity and good suspension tuning means the Mach-E won't let you down on your favorite set of twisty roads, and the Mach-E Rally (pictured) excels off the beaten path, too. First launched in 2021, the Mach-E has become a staple of the EV market and Ford has worked to make small updates each year that keep it fresh.\\n\\nThe Mach-E Rally Proves EVs Can Deliver Huge Fun\\n\\n6\\n\\n2025 Kia EV6\\n\\nWill Sabel Courtney\\n\\nBase price: $44,395\\nEPA-rated range: 231–319 miles\\n\\nThe Kia EV6 is an electric hatchback we’re quite fond of. While it has climbed in price, the EV6 is capable of over 300 miles of range and is great to drive. It shares its platform with the Hyundai Ioniq lineup and offers the same fast-charging capability. Plus, it is also available in high-performance EV6 GT form with 641 horsepower.\\n\\nTested: The Kia EV6 Makes Life Simpler for the Tesla Convert\\n\\n7\\n\\n2026 Kia EV9\\n\\nKia\\n\\nBase price: $56,545\\nEPA-rated range: 230–304 miles\\n\\nKia’s EV9 was one of the first three-row electric SUVs, but its appeal goes well beyond its cargo and passenger capacity. Handsome, boxy styling and impressive acceleration make the Kia EV9 a well-rounded family hauler. Both RWD and AWD versions are available, and the Kia’s DC fast-charging speeds are impressive, too. Plus, the adoption of a NACS charging port for 2026 opens up a new realm of charger availability.\\n\\nSadly, the Sporty GT Version Is Delayed\\n\\n8\\n\\n2026 Cadillac Lyriq\\n\\nBase price: $60,995\\nEPA-rated range: 285–314 miles\\n\\nCadillac has worked hard to be taken seriously in the luxury segment, and the Lyriq has proven itself as an excellent choice for those looking for a slick, comfortable, good-looking electric crossover that can go over 300 miles before needing a recharge. It's significantly cheaper than many of its competitors too, including the BMW iX and Audi Q8 e-tron. Plus, a new V-series Lyriq offers 615 horsepower.\\n\\nTested: 2026 Cadillac Lyriq-V\\n\\n9\\n\\n2026 Rivian R1T\\n\\nRivian\\n\\nBase price: $74,885\\nEPA-rated range: 258-420 miles\\n\\nThe electric pickup truck segment grew significantly over the last five years, as battery-powered models from Ford, Chevrolet, and Tesla all arrived. But Rivian has been in the game from the very beginning, first offering its R1T in 2021. With dual-, tri-, and quad-motor setups available, the R1T has a flavor for every kind of buyer. It’s certainly not affordable, but the competency and value of its lower-end, dual-motor versions is hard to ignore.\\n\\nThe Rivian R1T Quad-Motor Is Calculated Excess\\n\\n10\\n\\nHonorable Mention: 2027 Chevrolet Bolt EV\\n\\nChevy\\n\\nBase price: $28,995\\nEstimated range: 255 miles\\n\\nThe Bolt was one of the best-value EVs out there for many years, and it's back by popular demand for 2027 after Chevrolet previously axed the model in 2023. Yep, Chevrolet will be building the Bolt again, this time offering faster charging and an improved battery pack. The 2027 Bolt will still start at under $30,000, which is an impressive feat in today's market, and will be offered in LT and RS trim levels. A front-mounted electric motor delivers 210 horsepower, and range is claimed at around 255 miles. We'll know more when the updated Bolt goes on sale at some point this year.\\n\\nChevy Is Planning a 'Family\\\" of Bolt-Like Affordable EVs\", \"url\": \"https://www.roadandtrack.com/rankings/g43906365/best-electric-cars-for-the-money/\", \"with\": [\"Cars are more expensive than ever. That's doubly true for electric cars, many of\", \"Tested: The Hyundai Ioniq 6 Is Comfortably Weird\", \"The electric pickup truck segment grew significantly over the last five years, a\"], \"without\": [\"Best Electric Cars for the Money in 2026\", \"Car Reviews\", \"How We Test Cars\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4538", "input": "https://www.nationwide.com/lc/resources/home/articles/home-insurance-tips", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4538\", \"ground_truth_path\": \"source/test/ground-truth/4538.json\", \"ground_truth_sha256\": \"9d764e3a1bfda2e41ad7724b8ef9e06a01ba627d7941730e681bc7d0b23ab3b6\", \"html_path\": \"source/test/html/4538.html.gz\", \"html_sha256\": \"687dbebcfafa8c3952f8deafe1622a28d904df61259a39e6c5441180d532b970\", \"page_type\": \"article\", \"reference\": \"Home insurance resources\\n\\nHomeowners insurance tips\\n\\nAn important step when buying a home is getting the right home insurance policy for your needs. In fact, most lenders won’t allow buyers to \\\"close the deal\\\" until they secure it. Don't lose your dream house because you aren’t prepared. Here are some home insurance tips to help you get the right policy.\\n\\nWhat is home or property insurance?\\n\\nMost people simply can't afford to rebuild their home and replace everything in it if there's a disaster. A home insurance policy can protect your property, some of your personal possessions and you. It’s a package policy that combines two types of coverage:\\n\\nCoverage against your property being destroyed or damaged by certain perils, such as fire, theft and windstorm\\n\\nCoverage for liability exposure – for example, someone being injured on your property\\n\\nWith the right home insurance coverage, you'll feel comfortable knowing that, in the event of a disaster, your property is protected.\\n\\nNo matter what type of home you own, personal property insurance is your responsibility. If you live in a condominium, you likely need condo insurance because a condo association or cooperative won’t pay for damage caused inside your unit, even if it results from an incident outside of your control, such as a pipe bursting or an electrical fire.\\n\\nIf you live in a free-standing property, in addition to insuring your personal property inside, you must also protect your \\\"dwelling,\\\" or the physical structure of your home. Make sure you purchase enough home insurance to cover rebuilding your home from the ground up and replacing everything inside.\\n\\nWhat does home insurance coverage include?\\n\\nHome insurance policies can be as individual as you are. According to the ASPIRA/Nationwide Insurance education program, in a broad sense, homeowners’ policies cover:\\n\\nDwelling – Coverage that protects the structure of the home (roof, walls, wall-to-wall carpeting, etc)\\n\\nOther structures – Coverage for sheds, detached garages and other structures not connected to the main dwelling itself\\n\\nPersonal property – Coverage for personal items (clothing, furniture, appliances, computers, etc.) on and off the premises\\n\\nLoss of use – Coverage for when an insured has to move out of the home while repairs are made as a result of damage caused by a covered loss\\n\\nLiability insurance – Pays for damages the insured is legally obligated to pay due to bodily injury or property damage\\n\\nMedical payments – Pays for medical and/or funeral expenses incurred by a person on or off the insured’s property\\n\\nLearn more about the different types of coverages that can be included in a homeowners insurance policy.\\n\\nTop 5 home insurance tips\\n\\n1. Get enough home insurance coverage. While it sounds simple, make sure you have enough coverage to completely rebuild your home (or ensure you have the deposit for a new rental), replace your personal belongings and protect yourself in case someone is injured on your property and sues you.\\n\\n2. Consider the amount of the deductible. Generally speaking, the higher the deductible the lower the premium.\\n\\n3. Ask about available discounts. A number of home insurance discounts may be available for things like installing smoke detectors and wind-resistant shutters and insuring your home and auto with the same agent. Your agent can give you the details on how to save on your property insurance premiums.\\n\\n4. Customize your policy. There are certain hazards that your regular home insurance policy doesn’t cover. However, you can add specific coverages for an additional cost. For instance, while flood damage is not generally covered, if you live in a flood zone, you can purchase flood insurance through the Federal Emergency Management Agency (FEMA).\\n\\n5. Talk with your insurance agent to make sure you've accounted for everything you want to cover. Keep a list of your valuables and consider taking pictures. It'll help speed up the process of getting your things replaced.\\n\\nHow do I know that my valuables are protected with property insurance?\\n\\nActual cash value – The value of the property lost or damaged at the time of the loss. This method of valuation takes into consideration depreciation based on such factors as:\\n\\nAge of the item\\n\\nMarket value\\n\\nCondition of the property at the time of loss or damage\\n\\nReplacement cost – The cost of replacing damaged or destroyed property without deduction for depreciation in the value of the property.\\n\\nWith Brand New Belongings® from Nationwide, you can rest easy knowing your valuables are protected. This is an optional coverage that can help to replace or repair covered belongings, regardless of age or condition.\\n\\nHow to get homeowners insurance\\n\\nNow that you have information to help you make an informed decision on your home insurance policy, it’s time to get a quote. Visit our homeowners insurance quotes page to get a quote online, find a local agent or call us at 1-877-669-6877 and get a quote today.\", \"url\": \"https://www.nationwide.com/lc/resources/home/articles/home-insurance-tips\", \"with\": [\"Most people simply can't afford to rebuild their home and replace everything in \", \"Other structures – Coverage for sheds, detached garages and other structures not\", \"5. Talk with your insurance agent to make sure you've accounted for everything y\", \"How to get homeowners insurance\"], \"without\": [\"Internet Travel and Hotel Bookings\", \"Related topics & resources\", \"Start your quote\", \"Get a quote\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4547", "input": "https://www.portagein.gov/158/Building-Department", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4547\", \"ground_truth_path\": \"source/test/ground-truth/4547.json\", \"ground_truth_sha256\": \"71e113da911ac84ff0e341ebc7a853656b0e0ef90640d6007d50aeb9cb3b2d55\", \"html_path\": \"source/test/html/4547.html.gz\", \"html_sha256\": \"5c40a5f240acfb9f06c9245d8a807c9bbf0fd747349f574371654186eb88bd10\", \"page_type\": \"service\", \"reference\": \"Department Function\\n\\nThe function of the Building Department is to promote public safety by enforcing building standards. Building Department services include:\\n\\n- Building permits - Permits authorize construction and inspections.\\n- Contractor licensing - Contractors and sub-contractors must be licensed, bonded, and insured to work in the City of Portage.\\n- Inspections - Construction is inspected for conformance with the plan, the permit, and with state and local building codes.\\n- Plan review - Construction plans are reviewed for compliance with state and local requirements.\\n\\nTypical Projects Requiring Inspections\\n\\n- Building\\n- Electrical\\n- HVAC\\n- Plumbing\\n\\nTypical Activities Requiring a Permit\\n\\n- Carports, Change of Use, Concrete pads, Decks, Detached Garages, Driveways, Exterior/interior remodeling\\n- Mobile Homes, New building construction, Occupancy Permits, Parking lots, Pool, Porches, Roofing\\n- Room additions, Sheds, Sidewalks, Signs and Awnings, Windows and Siding\", \"url\": \"https://www.portagein.gov/158/Building-Department\", \"with\": [\"promote public safety by enforcing building standards\", \"Contractor licensing\", \"licensed, bonded, and insured\", \"Typical Projects Requiring Inspections\", \"Typical Activities Requiring a Permit\", \"Carports, Change of Use, Concrete pads\"], \"without\": [\"Skip to Main Content\", \"Create a Website Account\", \"Website Sign In\", \"Stay Connected\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4549", "input": "https://www.nashville-mdha.org/community-development-department/home-repair-programs/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4549\", \"ground_truth_path\": \"source/test/ground-truth/4549.json\", \"ground_truth_sha256\": \"26ad1781f178c4500ed0c0bd6b553d2ddc06fbd15f35d342d50077621562f6bd\", \"html_path\": \"source/test/html/4549.html.gz\", \"html_sha256\": \"ada1f678a43a423d7056df36469bf9bb3559a8aa55859e2b268632809dab4740\", \"page_type\": \"service\", \"reference\": \"For Homeowners\\n\\nThe Metropolitan Development and Housing Agency’s (MDHA) Accessibility, HVAC, Homeowner Rehabilitation, Roof and Window programs are available to qualifying Davidson County homeowners to help with various home repairs. The application period for 2025 is now open.\\n\\nPlease review our Neighborly User Guide or call 615-252-8530 if you need assistance.\\n\\nIn order to manage program demand with available funding, MDHA will accept a limited number of pre-screening forms during open application periods.\\n\\nMDHA is now accepting 2025 waitlist applications for the following programs:\\n\\n- Accessibility Program\\n- Homeowner Rehab\\n- HVAC Replacement\\n- Roof Program\\n- Window Program\\n- Weatherization Assistance\\n\\nHome Repair Program Flier\\n\\nCommunity Development Programs Flier\\n\\nWindow Replacement Program Flier\\n\\nHome Repair Fact Sheet\\n\\nEligible Repairs Fact Sheet\\n\\nIncome - what counts and what doesn't\\n\\nAssets - what counts and what doesn't\\n\\nNeighborly Portal User Guide\\n\\nFor Landlords\\n\\nMDHA offers Community Development Block Grant Rental Rehab and Weatherization Assistance to property owners who own property in need of rehabilitation in Davidson County and wish to make it available to lease to tenants with incomes at or below 80% Adjusted Median Income (AMI) at Section 8 Fair Market Rents for a minimum of 10 years. During open application periods, property owners may apply through our online application process.\\n\\nPlease review our Neighborly User Guide or call 615-252-8530 if you need assistance. During open application periods, applications will be accepted on a first-come, first-served, first-approved basis until available funding is exhausted.\\n\\n- CBDG Rental Rehab - 2025 APPLICATION PERIOD TO BE ANNOUNCED\\n- Weatherization Assistance - Call 615-252-8500 for more information.\\n\\nCommunity Development Block Grant\\n\\nCDBG Rental Rehabilitation Loan Program Information\\n\\nCDBG Rental Rehabilitation Loan Program Application and Approval Procedures\\n\\nCDBG Rental Rehabilitation Program Lead Based Paint Requirements\\n\\nWeatherization Assistance Program\", \"url\": \"https://www.nashville-mdha.org/community-development-department/home-repair-programs/\", \"with\": [\"Please review our Neighborly User Guide or call 615-252-8530 if you need assistance.\", \"MDHA is now accepting 2025 waitlist applications for the following programs:\", \"Weatherization Assistance - Call 615-252-8500 for more information.\", \"CDBG Rental Rehabilitation Loan Program Application and Approval Procedures\"], \"without\": [\"Senior Leadership Team\", \"Sign up for MDHA Newsletters\", \"Application Portal\", \"Equal Housing\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4562", "input": "https://tinyhousegiantjourney.com/2018/07/02/tiny-house-cons/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4562\", \"ground_truth_path\": \"source/test/ground-truth/4562.json\", \"ground_truth_sha256\": \"310ee0256909ce66a46b070376b8e2935765930c330a1c15b6cf8ed197de323c\", \"html_path\": \"source/test/html/4562.html.gz\", \"html_sha256\": \"3669e651d122dd3393da0e9add842ca36e2c6e4c4d8e8db25bfdf95c1b2797e1\", \"page_type\": \"article\", \"reference\": \"What are the cons of living in a Tiny House? I'm asked this question all of the time, and it has always been a difficult question for me to answer. Is my Tiny House perfect? Of course not! But I do love it, and I think I've also learned to love my home's imperfections. Contrary to popular belief (on HGTV anyway), the tiny lifestyle isn't always butterflies and ice cream. I get frustrated with my home. There have been moments when I wanted to move out. Sometimes I gaze longingly at my friend's large apartment, with its modern kitchen and futuristic appliances (re: oven and dishwasher). These moments of doubt eventually pass, and I remember all of the benefits of Tiny House living. After I come back to my truth, I tell myself to stop complaining.\\n\\nBut, today I'm not going to do that. Today I'm going to complain, and you're going to hear exactly what I don't like about my house and my lifestyle. Are you ready for this? Because I'm serving you up a big slice of reality-check-pie! Here are my top 10 cons of Tiny House living.\\n\\nWatch this Video to Learn What I Hate About My Tiny House:\\n\\n1). Tiny Homes Get Dirty Really Quickly\\n\\nEveryone always talks about how easy and fast it is to clean a Tiny House, but they don't tell you that it's even easier to get it totally filthy! I can turn my house from a sterile hospital room into a disgusting dumpster in a matter of seconds. One bowl of cereal falls off the counter… my house is a wreck. It's laundry day and I'm hanging clothes inside to dry because it's raining outdoors… total chaos. My dog roams in with muddy paws… game over. I feel like I'm constantly cleaning, and that's a big con for me.\\n\\n2). Explaining My Compost Toilet to Guests\\n\\nFunny thing I've learned: adults do not enjoy being potty-trained. Unfortunately, every time I have a guest over I have to go through the awkward explanation of \\\"how to pee and poo in my bathroom.\\\" I'm sort of used to it by now, but I always get the same abashed look from my guests when they receive their toilet lesson…. especially when it's a guy I've just started dating. I can imagine the story they will tell later…\\n\\n\\\"So I went over to her house and she instructed me that I had to sit to pee in her bathroom… weirdest date ever!\\\"\\n\\n3). Making the Bed in the Loft\\n\\nI'm pretty sure I deserve an Olympic medal for making my bed every day in just 40 inches of space.\\n\\n4). Smells\\n\\nIn a Tiny Space, it's really difficult to avoid smells – good or bad. A single scented candle can be overwhelming. Opening the windows helps a bit, but some smells – such as burnt toast or a campfire – will imprint themselves on my curtains, clothes, and sheets for days on end.\\n\\nOne of my few dinner parties!\\n\\n5). Ability to Have Guests Over\\n\\nNo matter what anyone tells you, there is a limit to the number of people you can have over in a Tiny House. I don't have parties, and I rarely host dinners. I also have a hard time housing my friends or relatives when they come to visit, because they have to sleep on my futon couch and be \\\"okay\\\" with my compost toilet. Some people would consider this a good thing, but I enjoy company, so it's on my list of cons.\\n\\n6). Limited Wardrobe\\n\\nSometimes I really enjoy not having a lot of clothes, but there have been several occasions when I curse my tiny closet and the lack of contents within. For example, one summer I was invited to several weddings and I was photographed wearing the exact same thing to each and every one. It was embarrassing. I felt unfashionable and poor, and I'm neither of those things.\\n\\n7). No Room to Grow\\n\\nAs I evolve in my life and I start to think about having children, I just don't think I could do it in my current Tiny House. I know other Tiny Housers have children, but they carefully planned and designed their homes for that purpose. I was 27 when I built my house and it was designed for two people to travel. Things change. Life happens. In a regular foundation home, you could potentially expand. My house is limited by the size of my trailer.\\n\\n8). Weight Limitations\\n\\nSpeaking of limitations, my house is restricted by weight, which is determined by the size of my axels. I can't add a marble countertop or a tile bathroom to my house. I'm almost maxed out as it is! I have to think about every single item I bring in to my home. Often, when I'm deciding between two things I choose the one that weighs the least.\\n\\n9). Parking & Insurance\\n\\nAh yes, one the biggest cons of the Tiny House movement. Overall I have been lucky in these areas, but that doesn't mean that I haven't received an eviction or that I didn't have to deal with a bad insurance agent in the past.\\n\\n10). Judgy People\\n\\nMy least favorite thing about living tiny is that \\\"normal\\\" people will judge you. When you live alternatively, there is really no way to avoid the scrutiny of others. It's something you deal with. I receive A LOT of criticism because I choose to share my life and experiences online. I'm broadcasting my life to the masses, and if they don't like it, I hear about it. Normally I wouldn't complain, but today I said I would… so I am!\\n\\nWhat do you think about the cons of living small?\", \"url\": \"https://tinyhousegiantjourney.com/2018/07/02/tiny-house-cons/\", \"with\": [\"But, today I'm not going to do that. Today I'm going to complain, and you're goi\", \"\\\"So I went over to her house and she instructed me that I had to sit to pee in he\", \"Speaking of limitations, my house is restricted by weight, which is determined by\", \"I felt unfashionable and poor, and I'm neither of those things.\", \"I'm pretty sure I deserve an Olympic medal for making my bed every day in just 40\"], \"without\": [\"My Vardo Wagon\", \"My Vintage Camper\", \"Next Post\", \"Older Comments\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4570", "input": "https://ocs.yale.edu/job-offers-salary-negotiation/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4570\", \"ground_truth_path\": \"source/test/ground-truth/4570.json\", \"ground_truth_sha256\": \"2a6f01ee985a3c4a99f63650b054ed07a34bd037a1332577b7739035244ee902\", \"html_path\": \"source/test/html/4570.html.gz\", \"html_sha256\": \"6bf52c68b4629624918dcdb4015b7a25e0ed05566364672d6fd0db659dfe4156\", \"page_type\": \"article\", \"reference\": \"I thought the salary negotiation process would be the most daunting part of the job search–particularly for a young woman with limited work experience. But approaching salary negotiation with clear goals and specific guidance about what constituted “fair” was a game changer. OCS provided me with insights that allowed me to negotiate, compare two offers, and ultimately choose a career path that I’m excited about. Far from daunting, this process was empowering!\\n\\n– Madeline L. Yale College, Class of 2018\\n\\nCongratulations on receiving an offer! Below are tips and a brief video as you consider the offer and negotiate the compensation. Students and alums are encouraged to make an appointment with an OCS advisor to discuss your options and negotiation strategies.\\n\\nReceiving the Offer\\n\\nOffers are usually extended verbally by the direct manager, the HR professional, or a recruiter. When receiving an offer, keep the following in mind:\\n\\nBe enthusiastic and professional. Express your thanks and your interest.\\n\\nAsk for time to consider the offer, you don’t need to make a decision on the spot.\\n\\nAsk for the details, and preferably, in writing (it’s not always possible, so use your judgment).\\n\\nCandidates may be asked to sign an employment agreement that contains a restrictive covenant, such as a Noncompete, Non Solicitation, or Nondisclosure Agreement. Although common, candidates should carefully review these agreements and consider the factors presented by the National Association of Colleges and Employers on restrictive covenants before signing.\\n\\nTimeline to Decide on an Offer\\n\\nDeciding whether to accept or decline an employment offer can arouse excitement and apprehension. While experienced professionals may only be given a few days to decide, OCS believes students should not feel pressured to make a hasty and ill-considered decision and has created a series of Offer Guidelines to benefit both employers and students. Please consult a career advisor to discuss your options.\\n\\nQuestions About Salary Expectation/Requirements\\n\\nOften as part of a job application, a candidate will be ask to indicate their salary expectations or requirements. This can be tricky because you want to avoid providing an amount too low or too high for the position. Below are some helpful tips to consider:\\n\\nIf a text field is provided, indicate negotiable or willing to negotiate\\n\\nIf you must enter a specific number, be sure to first research the average starting salary for that position for someone with your equivalent education and experience. See below for Salary Research tools.\\n\\nBe prepared to answer this same question during an interview.\\n\\nNegotiating the Offer\\n\\nDo your research and try to assess compensation for similar roles at similar organizations. The window for negotiating terms is after you have had time to consider the offer and before you accept the position, usually at the time the offer is initially made.\\n\\nConsider the total compensation, not just the salary. The value of benefits packages can vary considerably.\\n\\nFirst, decide on your bottom line (in terms of salary, benefits, etc.) in advance.\\n\\nUse a friendly business tone, staying calm, and professional throughout the conversation.\\n\\nExpress your enthusiasm for the position and reinforce your desire to be part of their team.\\n\\nNegotiate the base salary first, and save the most difficult issues for last.\\n\\nAvoid discussing specific salaries at competitor organizations.\\n\\nIf your terms are met, it is assumed that you will accept. It is unethical to negotiate if you have no intention of accepting the position.\\n\\nAdditional Negotiation Tips\\n\\nIntroduction to Negotiation: A Strategic Playbook for Becoming a Principled and Persuasive Negotiator: Online Coursera course taught by Barry Nalebuff, Milton Steinbach Professor at SOM.\\n\\nNon-salary items to negotiate: Idealist.org list non-salary items to consider.\\n\\nHow Savvy PhDs Negotiate Salary Contracts Higher: Tips from the Cheeky Scientist.\\n\\nTooling Up: Salary Negotiation Part: Advice from Science Magazine, AAAS.\\n\\nNegotiation: Closing the Gender Gap in Salary Negotiations: Talk by Dr. Kathleen McGinn, Cahners-Rabb Professor of Business Administration at the Harvard Business School, sponsored by the Yale Women Faculty Forum.\\n\\nStrategies for Women: YouTube link to workshop by Deb Ellis.\\n\\nWork Smart and Start Smart: American Association of University Women (AAUW) workshop for women and salary negotiation.\\n\\nSalary Research Tools\\n\\nSalary.com – The “Salary Wizard” options provides a benchmark for salaries by industry and zip code.\\n\\nHomeFair.com – Relocation guide with salary calculator, letting you know what a salary in City X is worth in City Y.\\n\\nCareerBliss.com – Quench your compensation curiosity with millions of salaries for all types of industries and jobs.\\n\\nChronicle Data – Staff, faculty and adjunct salary data at thousands of colleges from the Chronicle of Higher Education.\\n\\nMaking a Decision\\n\\nConsider all facets of a job offer to decide if it is right for you. Be cautious about evaluating an offer solely on its salary or the prestige of the organization. Ask yourself how this position fits into your goals, your work style, and your work-life balance.\\n\\nFinancial Considerations: Salary, signing bonus, relocation package, vacation, savings/retirement plan, health/dental/vision benefits, tuition reimbursement for family, pre-tax benefits (childcare, health, commuting), and cost of living\\n\\nThe Organization: Values & mission, financial stability, reputation, organization size, location, commuting options\\n\\nThe Work Environment: Work hours, supervisor & colleagues, work culture, opportunities for advancement and training\\n\\nAfter you have made your decision, notify the employer by telephone and follow up with an acceptance letter or a withdrawal letter.\\n\\nImportant Note: Please keep in mind that when you accept an offer, you have a professional obligation to join that employer. Reneging on an offer (i.e., accepting an offer, changing your mind and then rejecting it) is extremely unprofessional; doing so damages your professional reputation, the reputation of Yale alumni employed by that organization, and, of course, the reputation of Yale University.\", \"url\": \"https://ocs.yale.edu/job-offers-salary-negotiation/\", \"with\": [\"– Madeline L. Yale College, Class of 2018\", \"Be prepared to answer this same question during an interview.\", \"Negotiation: Closing the Gender Gap in Salary Negotiations: Talk by Dr. Kathleen\", \"After you have made your decision, notify the employer by telephone and follow u\", \"Reneging on an offer (i.e., accepting an offer, changing your mind and then reje\"], \"without\": [\"DESIGN YOUR CAREER\", \"SERVICE HOURS\", \"The office is closed weekends, holidays, and recess days\", \"People We Serve\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4579", "input": "https://drinkkoia.com/blogs/blog/7-ways-to-help-you-transition-to-a-plant-based-diet?srsltid=AfmBOopUUajsTEsEgJ9LBFJ6AGPylrI1_bx1o4NY1ODT6v9iFKGsbAHv", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4579\", \"ground_truth_path\": \"source/test/ground-truth/4579.json\", \"ground_truth_sha256\": \"2348dfefd9963b15f962fe2ee22e9920a715e77be36aa138035efc14e8c83337\", \"html_path\": \"source/test/html/4579.html.gz\", \"html_sha256\": \"019bf888d27035f5fc7637b54ae7442a4c45773f9862487ccfee5843501e43b4\", \"page_type\": \"article\", \"reference\": \"There benefits of eating a primarily plant based diet are tremendous. But, that doesn't go without saying the initial transition is a smooth and seamless journey. Whether your reasons for eating plant based are health, sustainability, or animal rights related, we've got you covered with ways to make your transition as smooth, easy and delicious as possible!\\n\\nStrive for progress instead of perfection\\n\\nWe start with this one because it's the most important part of transitioning to a plant based diet. You know the saying \\\"nothing happens overnight\\\"? People often get frustrated when making the transition because hey, it's not as easy as some Instagrammers make it look.\\n\\nStrive for progress and don't beat yourself up when you don't reach perfection. If you accidentally ordered your latte with whole milk, or just can't resist stopping at your most favorite burger joint on your summer trip, don't fret! This doesn't mean it's all downhill and you should give up on eating plant based all together. If you need to, start small by including one extra serving of veggies and one less serving of meat per day!\\n\\nPick up some new cookbooks\\n\\n\\\"But it's so difficult to make plants taste good.\\\" Say what?! Think again! There are overwhelming amounts of delicious plant based cookbooks and food blogs out there. Here are a list of a few we love that make cooking with plants extremely tasty and easy:\\n\\n- Minimalist Baker's Everyday Cooking: 101 Entirely Plant-based, Mostly Gluten-Free, Easy and Delicious\\n- The Oh She Glows Cookbook\\n- Recipes with Plant Based Koia\\n- The First Mess Plant Based food blog and Cookbook\\n- Lazy Cat Kitchen food blog\\n\\nLook to friends for advice!\\n\\nIf you have friends who are vegan, vegetarian, or have experimented with plant based diets, try asking them for their most helpful tips. You can ask advice on finding delicious restaurants with plant based options, what they grocery shop for, or their favorite recipes to cook at home!\\n\\nAdditionally, whether it's a business lunch, a friends birthday dinner, or a date with your significant other who has been dying to try out the new steakhouse in town- if you find yourself in a situation at a restaurant with no plant based options, don't fear! These restaurants often serve cooked veggies and a grain or starch with their dishes and if you tell the chef you don't eat meat or dairy, they will most likely to be happy to put together a nice and nutritious plate for you.\\n\\nEducate yourself\\n\\nIf health is a reason you're switching over to a plant based diet, make sure you're educating yourself on how to receive adequate nutrients in your diet. The right plant based diets can look different for everyone, so do your research and experiment with what works best for your body.\\n\\nThis Beginner's Guide to a Whole Foods Plant Based Diet is a great resource to get familiar with incorporating more plants into your diet!\\n\\nRead labels\\n\\nIt's common for people switching to a plant based diet to go to their local grocery store and immediately grab foods with labels that read \\\"vegan\\\" or \\\"all natural\\\" We don't blame you, they can be deceiving! However, these labels don't always mean the ingredients are clean! Be sure to steer clear of ingredients you can't pronounce (these are generally artificial chemicals that do damage to your health) and do your best to stick to a whole foods diet.\\n\\nStock your pantry\\n\\nPlant based diets get a bad rap for being overly expensive, which is one of the biggest reasons people choose not to adopt them! What people aren't always aware of is how actually inexpensive plant based diets can be.\\n\\nOne of our biggest tips: SHOP IN THE BULK BINS! Buying pre-packaged beans, nuts, and grains will cost you at least a few dollars extra, so shop smart and save money by scooping these items out of the bin and storing them in airtight containers in your pantry. Also, stock up on fruits and veggies that are in season. In season means fresher, more nutrients, and less expensive.\\n\\nMeal prep\\n\\nThe beautiful thing about plants: You can easily prep them to taste amazing throughout the entire week! Meal prepping is a helpful tool for those who are on the go or have little time throughout the week to cook full meals.\\n\\nA sample look at a week of meal prep\\n\\nTry roasting a plethora of veggies such as broccoli, zucchini, cauliflower, and carrots with olive oil, herbs and spices. Then cook a pot of quinoa water. Next, warm lentils with salt, garlic and paprika over the stove. So you don't get sick of the same combo throughout the week, you can be super versatile. Stock your fridge with hummus to dip the veggies as a snack, add the lentils with some avocado and salsa into a coconut tortilla, or enjoy the quinoa warm with almond milk or Koia (for a protein boost) and berries for breakfast. Voila – you have successfully meal prepped!\\n\\nHow to Survive on the Go\\n\\nWhether you're pressed for time, on a road trip, or catching a flight and have limited options for a healthy plant based option, be sure to carry and good snack option. Bars, shakes, and nut butter packs are great for throwing in your purse or backpack and are becoming more available in gas stations, airports, and grocery stores (which we think is pretty awesome!). When you know you'll be in transit during lunch or late afternoon, stash Koia in your purse to ensure you'll have a plant based option at the ready. Koia's boost of plant based energy with 18g protein, healthy fats, and fiber will keep you satisfied and energized throughout the duration of your journey.\\n\\nThere you have it. The transition to a plant based diet doesn't necessarily mean an easy one, but we hope these tips will help you throughout your journey!\", \"url\": \"https://drinkkoia.com/blogs/blog/7-ways-to-help-you-transition-to-a-plant-based-diet?srsltid=AfmBOopUUajsTEsEgJ9LBFJ6AGPylrI1_bx1o4NY1ODT6v9iFKGsbAHv\", \"with\": [\"Strive for progress instead of perfection\", \"If you have friends who are vegan, vegetarian, or have experimented with plant b\", \"Plant based diets get a bad rap for being overly expensive, which is one of the \", \"Minimalist Baker's Everyday Cooking: 101 Entirely Plant-based, Mostly Gluten-Fre\", \"Whether you're pressed for time, on a road trip, or catching a flight and have l\"], \"without\": [\"All rights reserved\", \"For loveable content, news, & updates\", \"Close share\", \"Estimated total\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4587", "input": "https://thegrangehallohio.com/blog/12-month-wedding-planning/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4587\", \"ground_truth_path\": \"source/test/ground-truth/4587.json\", \"ground_truth_sha256\": \"69de83159454383ab0c44e95af8c780ef6fc1f246d9bf4afc759836e6724db92\", \"html_path\": \"source/test/html/4587.html.gz\", \"html_sha256\": \"f5a95878831cde5ea232786b387662cae6d6cca98b58055dba86f60e8402ff45\", \"page_type\": \"article\", \"reference\": \"Planning a wedding can feel overwhelming, but it doesn’t have to be. With a structured 12-month wedding planning timeline, you can stay organized, reduce last-minute stress, and actually enjoy your engagement season.\\n\\nWhether you’re planning a grand celebration or an intimate gathering at a modern venue like The Grange Hall Ohio, the key to success is starting early and following a proven month-by-month wedding checklist.\\n\\nThis expert-backed guide walks you through exactly what to do, and when to do it, so nothing gets missed.\\n\\n12 Months Before – Define Your Vision & Set Your Budget\\n\\nBefore booking vendors, you need clarity.\\n\\nDefine Your Wedding Style\\n\\nAsk yourselves:\\n\\n- Elegant or rustic?\\n- Black-tie or modern barn?\\n- Indoor, outdoor, or both?\\n\\nYour aesthetic will guide every decision moving forward.\\n\\nSet a Realistic Wedding Budget\\n\\nBreak your total budget into clear categories:\\n\\nCore Budget Categories\\n\\n- Venue\\n- Catering\\n- Photography/Videography\\n- Attire\\n- Entertainment\\n- Florals & Décor\\n\\nPro Tip: Always allocate 5-10% for unexpected expenses.\\n\\nDraft Your Guest List\\n\\nEven a rough headcount helps determine venue size and catering costs.\\n\\nBook Your Venue Early\\n\\nPopular venues book 12-18 months in advance, especially for peak spring and fall wedding dates. Securing your venue early locks in your foundation.\\n\\n10-11 Months Before, Secure Your Core Vendors\\n\\nYour vendors shape your entire wedding experience.\\n\\nBook High-Demand Vendors First\\n\\nPriority Vendor Checklist\\n\\n- Photographer (books fastest)\\n- Videographer\\n- Caterer (if not included)\\n- Live Band or DJ\\n- Wedding Planner or Day-of Coordinator\\n\\nAlways read reviews, request full galleries, and confirm contracts in writing.\\n\\nStart Wedding Dress Shopping\\n\\nMost gowns take months to arrive and require alterations. Shopping early prevents rush fees and stress.\\n\\n8-9 Months Before, Design & Personalization\\n\\nThis is where your wedding begins to feel real.\\n\\nFinalize Your Wedding Aesthetic\\n\\nChoose:\\n\\n- Color palette\\n- Floral direction\\n- Overall mood (romantic, minimalist, dramatic, whimsical)\\n\\nCreate a shared Pinterest or mood board to stay aligned.\\n\\nBook Florist & Rental Companies\\n\\nStatement décor pieces, arches, candle installations, specialty linens, book quickly.\\n\\nLaunch Your Wedding Website\\n\\nInclude:\\n\\n- Your love story\\n- Event details\\n- Registry\\n- Travel accommodations\\n- FAQs\\n\\nThis improves guest experience and reduces repetitive questions.\\n\\n6-7 Months Before, Communication & Planning\\n\\nMomentum builds here.\\n\\nSend Save-the-Dates\\n\\nEssential for destination weddings or holiday weekends.\\n\\nPlan Your Honeymoon\\n\\nBooking early secures better rates and availability.\\n\\nBegin Ceremony Planning\\n\\nCeremony Essentials\\n\\n- Confirm officiant\\n- Draft ceremony outline\\n- Discuss personalized vows\\n\\n4-5 Months Before, Refine the Details\\n\\nNow you elevate the experience.\\n\\nOrder Invitations\\n\\nChoose a design that matches your wedding aesthetic and order extras.\\n\\nSchedule Dress Fittings\\n\\nPlan at least two fittings for a flawless fit.\\n\\nFinalize Menu & Cake\\n\\nAttend tastings and confirm dietary accommodations for guests.\\n\\nPurchase Wedding Rings\\n\\nAllow time for resizing or custom engraving.\\n\\n3 Months Before, Logistics & Timeline Creation\\n\\nOrganization is key here.\\n\\nMail Invitations\\n\\nSend 8-10 weeks before the wedding date.\\n\\nCreate a Detailed Wedding Day Timeline\\n\\nInclude:\\n\\n- Hair & makeup schedule\\n- First look timing\\n- Ceremony start\\n- Cocktail hour\\n- Dinner & speeches\\n- Dance floor opening\\n\\nShare this timeline with vendors to ensure smooth coordination.\\n\\nStart Seating Chart Planning\\n\\nBegin early to avoid last-minute stress.\\n\\n2 Months Before, Confirm & Double-Check\\n\\nThis stage prevents surprises.\\n\\nReview All Contracts & Payments\\n\\nConfirm:\\n\\n- Vendor arrival times\\n- Final balances\\n- Rental quantities\\n- Guest RSVPs\\n\\nFinalize Guest Experience Elements\\n\\n- Welcome bags\\n- Transportation\\n- Music playlists\\n\\n1 Month Before, Final Preparations\\n\\nYou’re almost there.\\n\\nFinal Dress Fitting\\n\\nBring your shoes and undergarments.\\n\\nApply for Marriage License\\n\\nCheck your state’s legal timeline requirements.\\n\\nWrite Personal Vows\\n\\nKeep them authentic and meaningful.\\n\\nPrepare an Emergency Kit\\n\\nInclude:\\n\\n- Safety pins\\n- Stain remover\\n- Blotting papers\\n- Band-aids\\n\\n1 Week Before, Protect Your Peace\\n\\nThe focus now is calm and clarity.\\n\\n- Confirm final headcount\\n- Delegate décor setup\\n- Break in your shoes\\n- Pack for your honeymoon\\n\\nMost importantly: schedule quality time with your partner.\\n\\nExpert Wedding Planning Tips Most Blogs Skip\\n\\n1. Plan for Emotional Energy\\n\\nWeddings are emotional, built in time to breathe.\\n\\n2. Expect Minor Imperfections\\n\\nGuests won’t notice small details. Focus on the big picture.\\n\\n3. Prioritize Guest Experience\\n\\nComfort, clear signage, and good music matter more than perfection.\\n\\n4. Protect Your Relationship\\n\\nSchedule “no wedding talk” evenings to stay connected.\\n\\nWhy a 12-Month Wedding Planning Timeline Works\\n\\nData shows couples prefer structured planning because it:\\n\\n- Reduces overwhelm\\n- Prevents rushed vendor decisions\\n- Spreads out financial commitments\\n- Improves decision-making confidence\\n\\nA clear wedding planning checklist transforms chaos into clarity.\\n\\nFinal Thoughts Your Stress-Free Wedding Starts Now\\n\\nWedding planning isn’t just task management, it’s designing a day that reflects your story, values, and future together.\\n\\nStart with one small step this week:\\n\\nSet your budget.\\n\\nTour a venue.\\n\\nBook your photographer.\\n\\nWith 12 months and a strategic plan, you have everything you need to create something unforgettable.\", \"url\": \"https://thegrangehallohio.com/blog/12-month-wedding-planning/\", \"with\": [\"Whether you’re planning a grand celebration or an intimate gathering at a modern\", \"8-9 Months Before, Design & Personalization\", \"Share this timeline with vendors to ensure smooth coordination.\", \"Mail Invitations\\n\\nSend 8-10 weeks before the wedding date.\", \"Wedding planning isn’t just task management, it’s designing a day that reflects\"], \"without\": [\"Skip to main content\", \"Wedding Venue Near Me\", \"About Us\", \"Areas We Serve\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4596", "input": "https://www.diggs.pet/blogs/posts/puppy-obedience-training?srsltid=AfmBOorfdENyq_MOafNqoOk1XiIy_mr-gpsHZ40eP2G_mPwzmbhACzPb", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4596\", \"ground_truth_path\": \"source/test/ground-truth/4596.json\", \"ground_truth_sha256\": \"72293270434124d43483d23e86b371d2b5e38e4868758cb40b222b5405027e7f\", \"html_path\": \"source/test/html/4596.html.gz\", \"html_sha256\": \"f42ce2c16ca650f055e0457ef3caefc21e54b4bae7abda7e8fd7949cd34f375d\", \"page_type\": \"article\", \"reference\": \"Bringing home your new furbaby can be one of the most exciting times of your life. That’s not to say that it won’t come without a fair bit of work though. As soon as possible, you’ll need to implement some puppy obedience training - the sooner you start the better!\\n\\nIn this article, we’ll explore the basics of puppy obedience training, why it’s so important to begin quickly, common commands to teach them, and so much more. Let’s get started.\\n\\nWhat are the Benefits of Professional Puppy Training?\\n\\nPuppy obedience training is an essential part of pet ownership. It not only helps to establish a strong bond between the owner and the puppy, but also ensures that the puppy grows up into a well-behaved adult dog. Puppies are cute, cuddly and fun to be around, but they can also be quite mischievous if not trained properly.\\n\\nWorking with a professional for your puppy obedience training may help you train your pooch faster and more efficiently. However, it’s not a requirement. The more important factor is consistency.\\n\\nWhen Should You Start Training a Puppy?\\n\\nWithin the first week of them arriving in your new home you should start working on puppy training basics. Giving them a few days to get used to their new surroundings is a good idea, but then you need to get to work to take advantage of their natural inclination towards learning.\\n\\nTraining milestones by age\\n\\n10-12 weeks: At 10-12 weeks old, puppies are learning the basics of socialization and potty training. At this age, they can start learning simple commands like \\\"sit\\\" and \\\"come.\\\" This is also a critical time for introducing your puppy to different sights, sounds, smells, and experiences. You may also want to begin crate training your puppy during this period so they can get used to it.\\n\\n3-4 months: Between 3-4 months old, puppies are still in their prime period of socialization. They're more confident and curious about the world around them. At this stage, you can introduce more complex obedience commands like \\\"stay\\\" and \\\"heel.\\\" It's also important to continue encouraging good behaviors with positive reinforcement.\\n\\n4-6 months: At 4-6 months, your puppy should have already mastered basic commands such as \\\"sit,\\\" \\\"stay,\\\" and \\\"come.\\\" This stage is where you need to start reinforcing these commands while gradually introducing new and more complex commands.\\n\\n6+ months: By 6-12 months old, most puppies have mastered basic obedience commands. You can start focusing on advanced training techniques at this stage. Some examples include agility training or teaching your dog to perform specific tasks like retrieving items or opening doors.\\n\\nRemember that every puppy is unique and may progress at their own pace. You may need to be patient!\\n\\nWhat is the most effective dog training method?\\n\\nPositive Reinforcement\\n\\nPositive reinforcement is considered by many to be the most effective dog training method. This technique involves rewarding good behavior with treats, toys, or verbal praise, rather than punishing bad (or unwanted) behavior. Dogs learn quickly through rewards and positive feedback, so consistently reinforcing desired behaviors can help them become well-behaved pets overall.\\n\\nClicker Training\\n\\nAnother effective method is clicker training. This technique involves using a clicker to mark the exact moment that a desirable behavior occurs, followed by a reward. The clicker serves as an instant signal that lets your puppy know exactly what they did right. With consistent use of the clicker and rewards for good behavior, puppies can quickly learn new commands and tricks.\\n\\nDominance-Based\\n\\nFinally, some pet owners prefer to use dominance-based techniques such as alpha rolls or physical corrections like leash jerks. However, these methods have been criticized for being potentially harmful and causing fear or aggression in dogs. Experts advise avoiding these techniques in favor of positive reinforcement-based methods for optimal results and a happier relationship with your furry friend.\\n\\nHow to Train Your Puppy at Home\\n\\n1. What to expect\\n\\nWhen it comes to puppy obedience training, it is important to have realistic expectations. Puppies are like babies and require patience, consistency, and positive reinforcement. Do not expect your puppy to become perfectly obedient overnight; it takes time and effort.\\n\\nDuring the first few weeks of training, expect your puppy to test boundaries and push limits. This is completely normal behavior as they are learning what is acceptable behavior in their new environment. Be prepared for accidents in the house or chewing on furniture or shoes. Stay consistent with redirection and positive reinforcement to establish good habits.\\n\\nAs training progresses, anticipate small improvements rather than drastic changes. Your puppy will begin to understand basic commands such as sit, stay, come when called, but may still struggle with more complex tasks such as walking on a leash without pulling. Just remember that every dog learns at their own pace and with dedication from both you and your furry friend, success will come in due time.\\n\\n2. How often to train - Training Schedule\\n\\nIdeally, training sessions should be consistent and frequent to ensure that your pup retains what they learn and develops good habits. Most experts recommend that you train your puppy at least once a day for short periods of time - around five to ten minutes per session.\\n\\nPuppies have short attention spans and can get easily overwhelmed if you push them too hard. For this reason, many trainers suggest breaking up the daily training into multiple sessions spaced throughout the day. This way, you’ll be able to work on specific skills without overwhelming your pup or causing them undue stress.\\n\\nOverall, finding a suitable training schedule for your puppy will depend on their individual needs and temperament. Don’t hesitate to experiment with different times of day or session lengths until you find a routine that works well for both you and your furry friend!\\n\\n3. Training Supplies\\n\\nCommon training supplies include, but aren’t limited to:\\n\\nA puppy crate - We highly recommend a training aid with treat spread\\n\\nTreats\\n\\nClicker\\n\\nLeash and collar\\n\\nToys\\n\\nPuppy pee pads\\n\\nCommon Puppy Training Commands\\n\\nThere are several common puppy training commands that every puppy should learn including:\\n\\n1. Sit\\n\\nThis is one of the easiest and most important commands to teach your puppy. To teach your puppy to sit, hold a treat above their head and say \\\"sit\\\" while gently pushing their backside down. When they perform the act you’re trying to get them to do, praise them first, then treat them.\\n\\n2. Stay\\n\\nTeaches your puppy to, well, stay in one spot until they are released. Start by having your furkid sit down and say \\\"stay.\\\" Hold your hand up giving a “stop gesture” while you tell them to stay. Take a step back, and if your puppy stays put, give them a treat and praise them.\\n\\n3. Come\\n\\nTeaches your puppy to come to you when they are called. Start by saying \\\"come\\\" in a happy tone of voice and then running away from your puppy. When they catch up to you, give them a treat and praise them.\\n\\n4. Down\\n\\nThis is the command you will use to get your puppy to lie down. Start by having your puppy sit, then say \\\"down\\\" while holding a treat in front of them and lowering it to the ground. When they do the act again give them their well earned treat. Don’t forget to praise them too!\\n\\n5. Leave it\\n\\nTeaches your puppy to ignore something they're not supposed to have. Start by holding a treat in your hand and saying \\\"leave it\\\" while covering the treat with your hand. When your puppy stops trying to get the treat, give them a different treat and praise them.\\n\\n6. Heel\\n\\nThis command teaches your puppy to walk calmly on a leash beside you. First have your puppy sit, then as you begin walking say \\\"heel.” Keep your puppy close to your side with a short leash and reward them with treats and praise for good behavior.\\n\\nFAQ (Commonly Asked Questions)\\n\\nWhat is the first thing you should train your puppy on?\\n\\nThe first thing you should train your puppy on is their name. This will help them learn to respond when you call them. Start by saying their name in a happy tone of voice and rewarding them when they respond. Once your puppy knows their name, you can move on to basic commands like \\\"sit\\\" and \\\"come.\\\"\\n\\nWhat is the fastest way to train a puppy?\\n\\nThe fastest way to train a puppy is through positive reinforcement. This involves rewarding your puppy for good behavior and ignoring or redirecting unwanted behavior. Consistency is key, so make sure to use the same commands and rewards every time. Short, frequent training sessions can also help speed up the process.\\n\\nAt what age should a puppy be fully trained?\\n\\nPuppies can start learning basic commands as early as eight weeks old, but it can take several months to a year to fully train a puppy. The exact timeline will depend on the breed and individual puppy. Keep in mind that training is an ongoing process, and even adult dogs can benefit from continued training and reinforcement.\\n\\nHow do you discipline a puppy?\\n\\nDisciplining a puppy should focus on redirecting their behavior and rewarding good behavior, rather than punishment. For example, if your puppy is chewing on something they shouldn't, redirect them to an appropriate chew toy and reward them when they chew on that instead. It's important to avoid physical punishment, as this can be harmful and may lead to fear or aggression.\\n\\nHow do you tell a puppy off for biting?\\n\\nWhen your puppy bites, it's important to redirect their behavior rather than scolding them. Start by saying \\\"no\\\" or \\\"ouch\\\" in a firm but calm tone of voice. Then, offer your puppy an appropriate chew toy or treat and praise them when they chew on that instead. Consistency is key, so make sure to use the same approach every time your puppy bites. If your puppy continues to bite, it may be helpful to seek guidance from a professional trainer.\", \"url\": \"https://www.diggs.pet/blogs/posts/puppy-obedience-training?srsltid=AfmBOorfdENyq_MOafNqoOk1XiIy_mr-gpsHZ40eP2G_mPwzmbhACzPb\", \"with\": [\"In this article, we’ll explore the basics of puppy obedience training, why it’s so important to begin quickly, common commands to teach them, and so much more. Let’s get started.\", \"Another effective method is clicker training. This technique involves using a clicker to mark the exact moment that a desirable behavior occurs, followed by a reward. The clicker serves as an instant signal that lets your puppy know exactly what they did right.\", \"Teaches your puppy to, well, stay in one spot until they are released. Start by having your furkid sit down and say \\\"stay.\\\"\", \"Disciplining a puppy should focus on redirecting their behavior and rewarding good behavior, rather than punishment.\", \"The fastest way to train a puppy is through positive reinforcement. This involves rewarding your puppy for good behavior and ignoring or redirecting unwanted behavior.\"], \"without\": [\"Free Shipping on all orders to the contiguous United States\", \"Shop All\", \"Accessories\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4598", "input": "https://www.eukanuba.com/au/articles/training/the-top-10-commands-to-teach-your-puppy-first", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4598\", \"ground_truth_path\": \"source/test/ground-truth/4598.json\", \"ground_truth_sha256\": \"8f7bb61356a01222ca268f13e07580346d1bd2d7596f405383a7f6dff7aacac6\", \"html_path\": \"source/test/html/4598.html.gz\", \"html_sha256\": \"3fe16d9b5a72be397ea3f30035d558a2b48d3d125969284b319b203408e45c74\", \"page_type\": \"article\", \"reference\": \"For first time dog owners, knowing when and how to train your new puppy can often be confusing - though the benefits of teaching a puppy basic obedience skills will be invaluable for years to come.\\n\\nRegular training sessions are one of the easiest ways to establish a bond with your new puppy, not to mention one of the most rewarding parts of being a dog owner. Establishing a regular training routine for your puppy will help to create a safe, happy and loving household for them to grow in, whilst also providing mental and physical stimulation to promote a healthy lifestyle. The most important factor to remember during any type of dog training is patience. Not all dogs learn at the same pace, which is why it’s important to not set too high expectations and instead remember to just have fun and enjoy the process.\\n\\nWHAT COMMANDS SHOULD I TEACH MY PUPPY FIRST?\\n\\nMost dog owners are aware of just how important housetraining a puppy is, and that they can begin their puppies toilet training as early as eight weeks old. What you might not know is that they can start learning basic obedience commands such as sit, down and stay (among others) as soon as they’re through the front door and feeling settled.\\n\\nBelow we’ve provided a list of the top 10 training commands to teach your puppy first to create a more balanced, relaxed household.\\n\\nTeach Your Puppy Their Name\\n\\nTeach Your Puppy To Come\\n\\nTeach Your Puppy To Sit\\n\\nTeach Your Puppy To Stay\\n\\nTeach Your Puppy To Leave It\\n\\nTeach Your Puppy To Lay or Go Down\\n\\nTeach Your Puppy To Wait\\n\\nTeach Your Puppy To Watch You/Focus\\n\\nTeach Your Puppy To Heel\\n\\nTeach Your Puppy The Off Command\\n\\nWHY IS IT IMPORTANT TO TEACH A PUPPY THEIR NAME?\\n\\nPutting aside time each day to teach your puppy their name is an invaluable lesson that will allow your puppy to experience more freedom later on.\\n\\nGiving your puppy a name and teaching them to respond to it is a fun and effective way to start successfully training your new puppy and will be extremely helpful in teaching your puppy new commands in future.\\n\\nSTEP BY STEP PROCESS FOR TEACHING A PUPPY THEIR NAME\\n\\nOne of the best methods for teaching a puppy their name is to play the name game.\\n\\nStep 1: Say your puppy’s name in a happy, reassuring tone. Whatever name you’ve picked for your puppy, be sure to use it a lot.\\n\\nStep 2: Take your puppy to a quiet place with minimal distractions and then gain their attention by calling their name. Treats are a great way to encourage a positive response from your puppy. As soon as you’ve gained their attention, be sure to reward them with a treat and plenty of praise.\\n\\nStep 3: Repeat this process for no more than a few minutes each day until your puppy has learnt to respond to their name.\\n\\nWHY IS IT IMPORTANT TO TEACH MY PUPPY TO COME WHEN CALLED?\\n\\n“Come” may be the most valuable command you can teach your puppy because it could realistically save their life. A puppy’s curiosity can often draw them towards life-threatening situations - during these situations you want to trust that your puppy will respond to your voice above all else.\\n\\nIt’s also critical for a successful trip to the dog park, which is a pretty big incentive to want to master this command.\\n\\nSTEP BY STEP PROCESS FOR TEACHING A PUPPY TO COME WHEN CALLED\\n\\nOne of the most important steps for successfully training a puppy to come to you is to make sure the training session is fun, enjoyable and rewarding for your puppy.\\n\\nStep 1: Find a reward: Figure out what you want to reward your puppy with, whether it be a treat or one of their favourite toys. Start off by kneeling on the ground a few feet away from your puppy and wiggle their reward in front of you, at the same time saying their name and the command come. Be sure to use a happy, inviting tone when asking your puppy to come to you.\\n\\nStep 2: Once your puppy comes close to you be sure to reward them straight away and give plenty of verbal praise.\\n\\nStep 3: Repeat this process and reinforce this learning by practicing it a few times per day. It’s important to use your puppy’s name and the come command in various situations, not just when training or asking them to come inside, this will help your puppy to associate the command with various situations.\\n\\nStep 4: Over time, it’s important to progress from your living room to the outdoors. Introducing new environments and slowly increasing the space between you and your puppy will help to discipline your puppy in various situations.\\n\\nStep 5: If there’s any chance your puppy may disobey you during an outdoor session (this is likely in the beginning) then have the puppy wear a long, slack leash. If your puppy ignores you when you use the come command then a gentle tug on the leash can be used to get the puppy’s attention - all whilst using the command again in a happy, upbeat tone so that your puppy understands what you’re asking. Remember, your puppy’s training should always end on a positive note. If you see your puppy getting distracted, bored or disinterested in their training then be sure to end the session with some interactive playtime and try again tomorrow.\\n\\nWHY IS IT IMPORTANT TO TEACH A PUPPY TO SIT?\\n\\nThe sit command is often the first command a puppy is taught - mainly because it’s probably one of the easiest commands to teach and is a great first stepping stone in successfully training your puppy. Not to mention it’s a vital skill that will be useful for the rest of your puppy’s life.\\n\\nThe sit command requires patience, from the both of you. How long your puppy takes to learn this command is dependent upon a multitude of factors - there’s no one size fits all in this scenario. This is why it’s important to remember not to feel disheartened if it takes a little longer for your puppy to master this command.\\n\\nSTEP BY STEP PROCESS FOR TEACHING A PUPPY TO SIT\\n\\nThe sit command often translates to a ‘please’ from your puppy. They will soon learn that by sitting down they’re more likely to get their way - this is why it’s such a valuable lesson for a puppy to learn.\\n\\nStep 1: Choose your desired reward whether it be a favourite toy or treats. Hold the reward over your puppy’s nose and slowly move it above their head.\\n\\nStep 2: Your puppy will begin to slowly tilt their head back and naturally sit down on their own. As soon as their bum hits the floor, reward your puppy with your chosen reward and offer plenty of praise so that they associate this behaviour with positive connotations.\\n\\nStep 3: After a few repetitions you can begin to introduce the command, ‘sit’ to teach a puppy to connect this behaviour with the given command\\n\\nWHY IS IT IMPORTANT TO TEACH A PUPPY TO STAY?\\n\\nThe biggest motive for teaching a puppy to stay is to instil patience. Puppies are delightfully curious, interested in everyone and everything - in fact the sheer amount of energy they exude in the beginning is often overwhelming for first time pet owners.\\n\\nThe stay command is a great lesson in impulse control, especially during meal time. It’s also important for your dog’s safety that they listen to you when you give this command. There’s plenty of distractions, people to meet and dogs to sniff outside and if they haven’t been taught proper socialisation skills yet then they could get themselves into trouble. Teaching them to stay when they want to run excitedly towards something will give you time to assess the situation and remove both you and your puppy if you need to before it gets out of hand.\\n\\nSTEP BY STEP PROCESS FOR TEACHING A PUPPY TO STAY\\n\\nOnce you’ve taught your puppy to sit, it’s important to introduce the command stay. The goal here is to teach your puppy to remain in a seated position until you’ve given the command. This command is particularly useful when it comes to teaching your puppy good manners during feeding time.\\n\\nStep 1: First, teach your puppy a release word, such as ‘free’ or ‘ok’ while tossing the treats on the floor for them to step towards\\n\\nStep 2: Repeat this process a few times until your puppy has learnt to move forward first, without having to toss the treat on the floor. This teaches your puppy that the release command means to move forward.\\n\\nStep 3: Repeat this process a few times until your puppy has learnt to move forward first, without having to toss the treat on the floor. This teaches your puppy that the release command means to move forward.\\n\\nStep 4: Once your puppy understands the release command, ask them to sit. If they’re still in a seated position after a few seconds, reward them with a treat and use the release command.\\n\\nStep 5: Once your puppy has learnt to sit still for a few seconds you can begin to increase the distance between you. Place your puppy in a seated position, using the command stay while taking one step back. If your puppy behaves correctly be sure to reward them with plenty of verbal praise and a treat right away.\\n\\nStep 6: Repeat this process in increments, slowly increasing the distance and length of time you ask your puppy to stay in the one position. Practice this trick while facing your puppy and when your back is turned. The key here is to not expect too much from your puppy too quickly - there may be times where you need to slow down or repeat a step a few more times before moving onto the next step. This is totally normal and encouraged, the safer and more positive experience you can give your puppy the quicker they’ll learn.\\n\\nWHY IS IT IMPORTANT TO TEACH A PUPPY TO LEAVE IT?\\n\\nThe 'leave it' command is a powerful tool that’s versatile in nature. Teaching a puppy the leave it command means you can tell your puppy to avoid something on the ground they might be heading for that you don’t want them to touch (or eat), as well as acts as a strong recall for puppies that love to chase.\\n\\nActive puppies love to chase other animals, it’s in their nature. Teaching a puppy the 'leave it' command will mean you will have more control over your puppy in off-leash situations and quickly end a game of chase that could be dangerous or unwarranted. Below, we take you through our steps for teaching a puppy to leave it.\\n\\nSTEP BY STEP PROCESS FOR TEACHING A PUPPY TO LEAVE IT\\n\\nThe 'leave it' command is something that should be taught to all dogs and practiced frequently. Teaching your puppy this valuable skill protects them during their explorations and helps them to avoid hazardous situations.\\n\\nStep 1: When teaching your puppy the 'leave it' command, it’s important to have two different treats. One that’s their absolute favourite and the other being one they couldn’t really care less about.\\n\\nStep 2: Start by holding the lower value treat at your puppy nose level - hold your hand in a fist, allowing your puppy to sniff and lick your hand\\n\\nStep 3: When your puppy starts to lose focus and ignore the low value treat, it's time to reward them with the other hand holding the high-value treat\\n\\nStep 4: Once your puppy has learnt to ignore the low-value treat when your hand stays open, it’s time to introduce a cue command such as ‘leave it.’ Present your open hand with the low-value treat and say 'leave it', making sure to reward your dog when they behave correctly. Be sure to close your hand if they get tempted to lunge forward for the treat.\\n\\nStep 5: Repeat this process until your puppy’s learnt to leave the treat alone on command\\n\\nWHY IS IT IMPORTANT TO TEACH A PUPPY TO LIE DOWN?\\n\\nPuppies are typically calmer when lying on the floor, as opposed to seated which is why teaching a puppy to lay down is valuable in high risk or high excitement situations. Asking your puppy to lie down helps to shift your puppy’s mindset to a more relaxed, calm state - this is particularly useful for when new visitors come to visit.\\n\\nPuppy’s often get excited by new faces and it tends to come out in the form of jumping - gently asking your puppy to lie down helps to avoid a situation where they’re jumping all over your guests. Below, we walk through the step by step process for teaching a puppy to lie down.\\n\\nSTEP BY STEP PROCESS FOR TEACHING A PUPPY TO LIE DOWN ON COMMAND\\n\\nTeaching a puppy to lie down is a great exercise in relaxation, and a positive way to teach them self control. Here’s how to teach a puppy to lie down on command using lure training.\\n\\nStep 1: Present your puppy’s favourite reward, whether it be their favourite treat or toy to further entice your puppy and quickly grab their attention\\n\\nStep 2: Place your puppy in the sit position (note: it’s best to teach your puppy to sit before teaching the down command). Once your puppy is seated on the ground, introduce a new cue command such as down\\n\\nStep 3: Hold their reward in front of their nose and slowly lower it to the ground ahead of them. This will entice your puppy to follow your hand and slowly stretch their front paws forward into a down position. Make sure your puppy is all the way down to the floor. Once in position, be sure to reward them with a treat and plenty of positive reinforcement\\n\\nStep 4: Practice this process several times to get your puppy used to this behaviour. It’s best to practice in short, 10-minute bursts instead of a marathon training session to keep your puppy’s attention and focus.\\n\\nStep 5: It’s important to end with success, mistakes are bound to happen but ending on a positive note means your puppy will feel excited the next time you practice this trick rather than defeat\\n\\nStep 6: Once your puppy has learnt to go down from a seated position it’s time to practice the command from a standing start - which will follow the same methodology as before\\n\\nWHY IS IT IMPORTANT TO TEACH A PUPPY TO WAIT?\\n\\nOne of the most powerful commands you can teach a puppy is wait. The wait command can be incorporated into various situations to make daily life with your puppy more manageable.\\n\\nIf left unmanaged, most puppies will bound out the front door as soon as it opens, bolt towards somewhere they want to go or lunge forward to greet people when on a walk. Teaching a puppy to wait helps to avoid these situations altogether - we’ve outlined the steps to master this command below.\\n\\nSTEP BY STEP PROCESS FOR TEACHING A PUPPY TO WAIT\\n\\nIt may seem confusing, but the wait and stay command are two different skills that are valuable for your puppy to master. Stay refers to your puppy not moving at all, whereas wait essentially means to pause before following up with another command. This highly valuable skill will give you more control over your puppy’s behaviour and their sudden outbursts of energy. Keep reading for our step by step process on teaching a puppy to wait.\\n\\nStep 1: The best way to teach a puppy to wait? Walk towards your back door or front door if you have a secured front yard. When your puppy excitedly starts to follow you, start using the cue command wait\\n\\nStep 2: Slightly open the door, if your puppy tries to leave excitedly close the door again and say whoops or not yet\\n\\nStep 3: Wait a few minutes until your puppy has calmed down, reach for the door and slightly leave it ajar if your puppy remains seated. If however, they try to bolt outside again close the door and again until your puppy has learnt that they will only be allowed to leave if they wait\\n\\nStep 4: Reward is crucial to your puppy’s learning. Once they’ve sat still for a few short seconds without trying to get through the door offer a treat, along with the release command ‘ok’ or ‘yes’ and swing open the door for your puppy\\n\\nStep 5: Repeat this process until your puppy understands that the wait command is associated with being able to go outside and that they have to wait for a command before they’re allowed to leave the house\\n\\nWHY IS IT IMPORTANT TO TEACH A PUPPY TO FOCUS?\\n\\nTeaching a puppy to focus on you is an important skill that will make training your puppy that much easier! This command is particularly useful for pet owners with dogs (and puppies) who participate in sporting events, such as dog agility to get their attention and instruct them on what to do next. No matter your needs, focus or watch me command will come in handy. Keep reading for our step by step process for teaching a puppy to focus on you.\\n\\nSTEP BY STEP PROCESS FOR TEACHING A PUPPY TO FOCUS\\n\\nHaving the ability to attract your puppy’s full attention is a gift and an essential part of their training. The command watch me or look is often used to get your puppy to focus on you. This method is particularly effective during your obedience training or when working on behaviour problems.\\n\\nStep 1: Similarly to the name game, a clicker and some tasty treats will help to teach your puppy this command, as well as a quiet spot with little distractions\\n\\nStep 2: Once you have a clicker and treats in hand say your puppy’s name, followed by the watch me or look command. If your puppy looks at your face after you’ve given the command then be sure to praise them with a click and treat.\\n\\nStep 3: If you’re struggling to get your puppy’s attention then wave a treat in front of your puppy’s nose and pull the treat up to your face. Your puppy will be encouraged to follow the treat and look up at your face, once they do this be sure to praise them immediately.\\n\\nStep 4: Puppies are easily distracted, so it’s important to train the focus command in various situations and environments. Continue practising, each time moving to a new environment to introduce new distractions.\\n\\nStep 5: It’s important to teach this command in front of other dogs and people as well, to ensure that your puppy listens to you when in this environment\\n\\nWHY IS IT IMPORTANT TO TEACH A PUPPY TO HEEL?\\n\\nTeaching a puppy to heel is one of the quickest ways of teaching a puppy that you’re in charge when out on a walk together - this skill is a must-have if you ever want to teach your puppy to walk beside you unleashed. Keep reading to find out our step by step process for teaching a puppy to heel.\\n\\nSTEP BY STEP PROCESS FOR TEACHING A PUPPY TO HEEL\\n\\nThere are plenty of methods for training a puppy to walk beside you - though, we find the heel command particularly effective. To successfully teach your puppy this complex skill, first they must have mastered the sit, stay, come and focus command - without these valuable skills they will be difficult to teach.\\n\\nClicker training is one of the most effective ways to get the results you want, fast. Oh, and treats, of course.\\n\\nStep 1: The easiest way to teach a puppy a new command or trick is by starting off in a non-distracting, familiar environment so that you can hold your puppy's focus for longer - this applies to all forms of training. Start off with a clicker in hand, and treats in the other.\\n\\nStep 2: Encourage your puppy to sit, and stay before rewarding them with a click and a treat. Your puppy should remain in this position until you’re ready to walk forward. Start to slowly walk forward with your dog positioned beside you, ensuring their focus is solely on you.\\n\\nStep 3: Hold the treats slightly a small distance away from their face, encouraging them to follow you around the room. Every time they take a step or two, reward them with a click and plenty of positive reinforcement for optimal effectiveness.\\n\\nStep 4: If you start to run into any problems like your dog starts to wander off or loses focus then make sure to stop training immediately. Call your dog’s name, ask them to sit, stay and start training again once they’ve calmed down and are listening to you.\\n\\nStep 5: It’s important to keep training in short, 10-15 minute bursts. Puppies don’t have long attention spans, and extending their training will often lead to irritability and negative feelings towards their training. It’s vital their training ends on a positive note as this will encourage progress.\\n\\nTraining a puppy to walk beside you on a leash is one of the most important skills for a puppy to learn. As a new owner, it will give you the confidence to travel to new environments and introduce new distractions without fear of what they might do. The heel command is one of the easiest ways to ensure your puppy’s safety when exploring outdoors.\\n\\nWHY IS IT IMPORTANT TO TEACH A PUPPY THE ‘OFF’ COMMAND?\\n\\nPuppies need to learn from an early age that jumping up on surfaces, or people isn’t allowed and that the best way to get what they want is by keeping all four feet on the ground - the off command is the best approach for this. Teaching a puppy the off command is essential for creating healthy boundaries in your home and around other people. Keep reading for our step by step process for teaching a puppy the off command.\\n\\nSTEP BY STEP PROCESS FOR TEACHING A PUPPY THE OFF COMMAND\\n\\nTeaching your puppy the off command is an extremely useful skill that allows you to create boundaries for your puppy and avoid them jumping on surfaces they’re not supposed to be on, as well as jumping up on you.\\n\\nThe off command is slightly different to teaching other commands/tricks. The difference being that you’re working counterproductively, instead of teaching learnt behaviour before your puppy shows signs of misbehaving you’re waiting for your puppy to behave inappropriately to teach them the correct behaviour.\\n\\nThis process doesn’t really require steps, more like recommendations. When you see your puppy with it’s paws on the counter or making themself comfortable on your bed then it’s time to introduce the command, off, or down. Use a slightly more stern voice so that your puppy understands the difference in your tone when they’re misbehaving, but never yell.\\n\\nBe sure to react quickly, as this will help your puppy connect your command with this action. As always, treats really come in handy here! Once you use the off command show your puppy the treat - it will encourage them to put all four paws on the floor, which you can then reward them for.\\n\\nPUPPY TRAINING TIPS & TRICKS\\n\\nTraining a puppy right from the beginning is crucial, as it means they’re less likely to develop behavioural problems later on. There are a few other measures you can take to ensure your training happens more smoothly, which we’ve mentioned below:\\n\\nEnvironment - Choosing the right environment for training your puppy is crucial to your success. Training a puppy in a quiet, familiar environment will create less distractions, and encourage your puppy to focus their attention on you. If your puppies training takes place in a new environment each time it will be difficult to hold their attention for long.\\n\\nDuration - As mentioned earlier, training your puppy for extended periods of time will likely cause your puppy to become irritable and to stop listening to you. Keeping your training sessions to 10-15 minute bursts each day, allowing them to soak in what they learnt and end on a positive note so that both of you feel excited about trying again tomorrow.\\n\\nTreats For Training - Reward-based training, combined with positive reinforcement is the most effective solution for training a puppy and dogs in general\\n\\nCOMMON MISTAKES MADE DURING PUPPY TRAINING\\n\\nBringing a new puppy into your life is exciting but without an understanding of the do’s and don'ts of puppy training things won’t exactly go as planned. By avoiding the most common puppy training errors owners make you can increase the odds of enjoying the experience and nurturing your puppy into adulthood, well-behaved.\\n\\nWAITING TOO LONG TO BEGIN TRAINING YOUR PUPPY\\n\\nPuppies are capable of learning basic obedience commands from as early as eight weeks old, essentially the moment they’re through your front door they can begin their training. It’s common for puppy owners to overlook this - thinking that the only training their puppy needs is house training.\\n\\nSimple obedience commands such as sit, stay, down and come will prove to be useful in maintaining a well-behaved puppy into adulthood. So the lesson here, start your training right away!\\n\\nTOO MUCH INDEPENDENCE\\n\\nPuppies are extremely curious. If allowed, they’ll wander through every room and investigate it until satisfied. If you give your puppy too much independence they will inevitably get themselves into trouble, including destroying clothing, chewing on wiring, or eliminating in one of your rooms. The easiest way to prevent this from happening? Ensure that your puppy is either with you or in their crate where you can keep a close eye on them.\\n\\nFAILING TO ESTABLISH A ROUTINE\\n\\nPuppies learn best when they have a routine to stick to. Knowing when they will eat, walk, play and sleep boosts your puppies confidence and gives them something to look forward to each day. For puppies, creating a reliable routine around feeding, walking, eliminating and playing helps to prevent accidents from happening, and behavioural mishaps that can be stressful for both you and your puppy.\\n\\nPUSHING A PUPPY’S FACE IN THEIR MESS\\n\\nA puppy has no idea what you’re teaching them when you push their face into their own mess, other than to fear you. Furthermore, this can often encourage puppies to do their business in hidden areas of the house, such as cupboards to avoid being seen. This is where crate training can often save the day. By nature, puppies are very clean and want to be about as close to their urine-soaked space as much as you do, which means they’re more likely to alert you to the fact that they need to go to the toilet rather than have an accident in your house. This section can then provide an internal link to the article The Ultimate Guide To Crate Training Your Puppy (2021).\\n\\nSCOLDING YOUR PUPPY\\n\\nIf you see your puppy misbehaving, or simply come across a mess in the hallway it’s important to remain calm, and avoid expressing any negative behaviour towards your puppy. Puppies have a poor sense of time and will struggle to understand what they’re being punished for if you get angry with them an hour after the fact. The best thing to do is clean up the mess thoroughly, making sure your puppy doesn’t return to the scene of the crime and feel inclined to eliminate in the same area twice. Instead, return your puppy to their crate and reduce their independence for the time being. Remember your puppy is still learning and is bound to make mistakes, scolding them will only draw out the learning process.\\n\\nFAILING TO PROPERLY PUPPY PROOF YOUR HOME\\n\\nAs we said, puppies are curious and extremely likely to get into anything left unattended, including shoes, socks, underwear, toys - you get the picture. It’s a common mistake to forget how inquisitive and scent-driven puppies are, not to mention going through their teething stage and are inclined to chew absolutely everything. Puppy-proofing your home is an essential preparation task that needs to happen before your puppy is brought inside. By puppy-proofing, we mean removing clothes, and loose objects that your puppy can reach or knock over as well as hiding loose cables that they’re likely to chew.\\n\\nCONCLUSION\\n\\nIt’s important to start training your puppy as soon as possible to better prepare your puppy for adulthood. Teaching your puppy basic obedience commands gives your puppy the freedom to explore, go on adventures, socialise and live a healthy, active life.\\n\\nTo reiterate, the most important factor of training a puppy is to remember to have fun and to use plenty of positive reinforcement, combined with reward-based training to encourage and excite your puppy about each and every training session\", \"url\": \"https://www.eukanuba.com/au/articles/training/the-top-10-commands-to-teach-your-puppy-first\", \"with\": [\"Regular training sessions are one of the easiest ways to establish a bond with your new puppy, not to mention one of the most rewarding parts of being a dog owner.\", \"Once your puppy understands the release command, ask them to sit. If they’re still in a seated position after a few seconds, reward them with a treat and use the release command.\", \"Once you have a clicker and treats in hand say your puppy’s name, followed by the watch me or look command. If your puppy looks at your face after you’ve given the command then be sure to praise them with a click and treat.\", \"It’s important to start training your puppy as soon as possible to better prepare your puppy for adulthood. Teaching your puppy basic obedience commands gives your puppy the freedom to explore, go on adventures, socialise and live a healthy, active life.\"], \"without\": [\"Adult dog food\", \"Senior dog food\", \"Small breeds\", \"WHERE TO BUY\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4599", "input": "https://www.cctvcameraworld.com/security-camera-systems/best-cheap-home-security-cameras/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4599\", \"ground_truth_path\": \"source/test/ground-truth/4599.json\", \"ground_truth_sha256\": \"0baafd0a44bd67db8b17dc6a6f3bc93b86af960e597c30d51562f9d619a923ac\", \"html_path\": \"source/test/html/4599.html.gz\", \"html_sha256\": \"1477ceb964c9465fe744994bfb59d5537c78d179a5c5912f489af3170356d245\", \"page_type\": \"article\", \"reference\": \"Secure your home without breaking the bank with a selection of budget home security cameras. No subscriptions or yearly fees.\\n\\nKeeping a watchful eye on your property doesn’t have to cost you an arm and a leg. When you start shopping for best home security cameras, it can be overwhelming. There are so many brands, resolutions, and types of cameras out there. So how do you pick the right one? We’re here to simplify the process by providing clear, straightforward information on our top picks for affordable home cameras.\\n\\nWhether it’s your yard, patio, driveway, or other areas, you can pair our budget-friendly picks with a security system. After testing various models for camera type, resolution, key features, and monitoring capabilities, we’ve put together a list of the best value cameras available. See our comparison table below for a quick overview of each recommendation.\\n\\nMost “cheap camera” lists you’ll find online are filled with big brand names like Ring, Arlo, or Wyze. While those products may be popular, they often come with hidden costs—cloud subscriptions, monthly storage fees, and reduced features unless you pay up.\\n\\nThat frustration has only grown in recent years, as more homeowners look for affordable cameras that do not lock basic features behind ongoing subscriptions. At the same time, smart features like AI-based person and vehicle detection have become standard, even in lower-cost cameras, making true value easier to spot if you know what to look for.\\n\\nOur approach is different. Every camera on this list is a one-time purchase, no subscriptions required. You own your footage and get full access to smart features right out of the box. These are professional-grade cameras that you can install once and count on for years to come—without paying extra just to unlock motion alerts or store your own video.\\n\\nJust as importantly, these cameras do not rely on the internet to record video. Footage is stored locally to an NVR or onboard memory, so your system continues working even if your internet goes down. Because recordings stay on hardware you own, you maintain full control over your footage without sending video to third-party cloud servers or paying ongoing fees to access your recordings.\\n\\nOur Picks\\n\\nBest overall cheap home security camera\\n\\nSCI 5MP Bullet Camera SC5BL\\n\\n$74.99\\nView camera\\nJump to details ↓\\n\\nResolution: 5MP (3K) |\\nFeatures: AI Detection, Audio, IR 100ft |\\nBest for: Basic Security |\\nFacial Distance: 35 feet\\n\\nBest cheap 4K home security camera\\n\\nSCI 4K Bullet Camera SC4KBL\\n\\n$99.99\\nView camera\\nJump to details ↓\\n\\nResolution: 8MP (4K) |\\nFeatures: 4K 8MP, Smart Detection, Audio, IR 100ft |\\nBest for: Budget 4K |\\nFacial Distance: 45 feet\\n\\nBest cheap home security camera with alarm\\n\\nSCI 2K Active Deterrence SC2KBLAD\\n\\n$79.99\\nView camera\\nJump to details ↓\\n\\nResolution: 4MP (2K) |\\nFeatures: Active Deterrence, Red/Blue LEDs, White Light 66ft, IR Night Vision 82ft, Two-way Audio |\\nBest for: Affordable Active Deterrence |\\nFacial Distance: 30 feet\\n\\nBest cheap 4K home security camera with spotlight\\n\\nSCI 4K Active Deterrence SC4KBLADAI\\n\\n$134.99\\nView camera\\nJump to details ↓\\n\\nResolution: 8MP (4K) |\\nFeatures: Active Deterrence, Red/Blue LEDs, White Light 66ft, IR Night Vision 82ft, Two-way Audio |\\nBest for: 4K Active Deterrence |\\nFacial Distance: 50 feet\\n\\nWe carry a collection of cameras from multiple brands that transform surveillance into an active exercise of deterrence. We label these cameras, such as the SCI SC5BLAD and SC4KBLADAI, as Active Deterrence Cameras due to their ability to alert and scare off intruders. Users can activate the speakers, white lights, and red-and-blue LEDs using Smart Detection analytics or manually through the SCI View phone app.\\n\\nMost notable is that all of these cameras, despite their low cost, have AI-powered smart features that analyze video as it’s being recorded. There are various detection rules and algorithms that can be enabled and customized to tailor your security experience for your specific needs. You can automate the cameras to deter trespassers with audible alerts and lights, such as red/blue lights. In some cases, they can even help prevent crime because they draw attention, which thieves hate.\\n\\nFrom planning a budget-friendly surveillance system to finding a holiday gift for your friend who is a new homeowner or in an apartment with roommates, our curated list and handy tips will help you get the right budget camera that you’re looking for. Before we forget, all of these cameras are usable without subscriptions or annual commitments; your purchase makes you its rightful owner!\\n\\nWhat are the best cheap home security cameras?\\n\\nAfter 40 hours of testing Avalonix, AvaEye, and Security Cameras Inc (SCI) brands, we've picked the SCI 5MP Bullet Camera SC5BL and SCI 4K Bullet Camera to be the most cost-effective PoE cameras. For both new and existing systems, they offer amazing video quality coupled with up to 100 ft of night vision. These models also come in a turret camera shape if you're searching for a smaller design.\\n\\nJust need a simple camera to keep an eye on a single area without any specific detail requirements? The Security Cameras Inc™ SC5BL is a wonderful fit. It has a high-quality 5-megapixel (5MP) image sensor, producing vivid 3K video in a fixed 91° view. You can see a face clearly up to 35ft in daylight. It also comes in a 5mp turret style with the same specifications.\\n\\nIf you’re looking to see a little bit further with more detail, then a 4K camera like the Security Cameras Inc™ SC4KBL is your best bet. Yes, an affordable and professional-level 4K camera! You’ll get to take advantage of the clarity offered by the powerful 8-megapixel video sensor producing true 4K 3840x2160 video. It'll capture facial detail up to 45ft away with a 91° view during the day. There is also a turret 4K option available as well.\\n\\nThe below image compares screenshots taken from actual video testing of the 2 best budget security cameras. Video snapshots from the SC4KBL 4K camera are on the top, and the SC5BL 3K camera is on the bottom. The image compares the facial clarity captured by these two cameras at 45 ft, 35 ft, and 30 ft.\\n\\nIf you’re open to spending a bit more or want to explore different options, be sure to check out our picks for the best 4K PoE cameras and top PTZ cameras. Whether you’re creating a budget-friendly home security setup or sharing your space with roommates, our full list and expert tips will help you get the most out of any security camera system.\\n\\nIn the sections below we dive deeper into each camera and why we picked it. For a quick comparison of the features of these best cheap security camera picks, we've laid them out in the table below\\n\\nCompare the Best Cheap Security Cameras of 2026\\n\\nCamera Model Resolution Price Key Features Best For Facial Distance\\nSC5BL 5MP (3K) $74.99 AI Detection Audio IR 100ft Basic Security 35 feet\\nSC4KBL 8MP (4K) $99.99 4K 8MP Smart Detection Audio IR 100ft Budget 4K 45 feet\\nSC2KADBL 4MP (2K) $79.99 Active Deterrence Red/Blue LEDs White Light IR 82ft Two-way Audio Affordable Active Deterrence 30 feet\\nSC4KBLADAI 8MP (4K) $134.99 Active Deterrence Red/Blue LEDs White Light IR 82ft Two-way Audio 4K Active Deterrence 50 feet\\n\\nBest Overall Cheap Home Security Camera\\n\\nThe Security Cameras Inc™ 5MP PoE Bullet SC5BL is our top pick for the best cheap security camera because it perfectly fits the description. It is an extremely affordable, yet professional-quality, PoE camera that costs well under $100! The SC5BL has a 5MP image sensor that produces a full 2880x1620 3K video at a smooth 30 frames per second with a 3.6mm lens spanning a respectable 91-degree angle of view. Its infrared LEDs beam up to 100 feet of night vision for general detail in darkness, and with a sensitivity as low as 0.004 Lux for Starlight, it may even stay in color mode with some ambient lighting at night.\\n\\nWhy we picked the SC5BL\\n\\nIt’s difficult to beat the SC5BL’s value. For under $80, you get crisp 3K video, Smart Detection AI, audio recording, and weatherproof durability, all packed into a camera that’s simple to use and works right out of the box.\\n\\nPros:\\n\\n3K 5MP video resolution\\n\\nSmooth 30 frames per second\\n\\nAudio recording\\n\\nIP67 weather-resistant\\n\\nAI Smart Detection rules\\n\\nReliable wired PoE connection\\n\\nONVIF Support\\n\\nCons:\\n\\nNo optical zoom or PTZ features\\n\\nStandalone SD card storage limited to 256GB\\n\\nBeyond what it can see is the fact that it’s feature-loaded! For less than $100, you can purchase a surveillance powerhouse that boasts all the features one could expect from a modern camera, including an audio recording microphone to pick up audio from up to 25 ft. It has an array of AI-assisted Smart Detection algorithms that allow you to design rules as well as set schedules to fine-tune alerts and recordings for your needs. Last but not least, the SC5BL's IP67 weather resistance means it’s ready for any mounting location, indoors or outdoors.\\n\\nWe recommend pairing the camera with a compatible Security Cameras Inc™ NVR, but it can be used by itself with support for up to a 256GB SD card. However, it is worth noting the camera does have ONVIF support for integration with third-party devices and NVRs, but the ONVIF protocol does not allow Smart Detection functions.\\n\\nIf you're interested in a different camera shape that is more like a dome camera, you can have the same features and specs in the SCI 3K Turret Camera with a 110° view and 30 ft of facial detail.\\n\\nBest Cheap 4K Home Security Camera\\n\\nComing in at the $100 mark is our economical SC4KBL 4K bullet camera by SCI. This camera is an excellent choice for those seeking one of the highest resolutions available in the market without shelling out a bunch of money. The combination of its 8-megapixel image sensor with a 3.6 mm lens capturing a 91-degree angle of view results in clear UltraHD 4K video at 20 frames per second. At night, you can expect to see approximate details up to 100 feet away in black-and-white mode using the infrared LEDs. The camera can remain in color mode with as little as 0.009 lux of illumination if you have street lamps or other light sources. It has a robust metal design with an IP67 weather resistance rating for indoor or outdoor use. Rounding out its raw security camera capabilities is a built-in microphone for recording audio.\\n\\nWhy we picked the SC4KBL\\n\\nThe SC4KBL brings true 4K resolution and Smart Detection features into an ultra-affordable price range. It’s a top pick for anyone wanting ultra-clear footage without stretching their budget.\\n\\nPros:\\n\\n4K 8MP video resolution\\n\\nEfficient 20 frames per second recording\\n\\nAudio recording\\n\\nIP67 weather-resistant\\n\\nSmart Detection with AI\\n\\nReliable wired PoE connection\\n\\nONVIF Support\\n\\nCons:\\n\\nNo optical zoom or PTZ features\\n\\nStandalone SD card storage limited to 256GB\\n\\nJust like its cheaper 3K/5MP cousin, the SC4KBL has a wide variety of Smart Detection analytical features to customize and streamline surveillance. Some notable AI rules include face detection, human and vehicle detection, and perimeter protection. These algorithmically enhanced rules let you choose what the camera captures and when you're notified of activity in front of it. The days of getting countless false notifications and sifting through hours of insignificant motion detection recordings are long gone with Smart Detection.\\n\\nAlthough the camera is best used with a Security Cameras Inc. NVR, it can be used with some third-party recording software and NVRs using its ONVIF-supported video streams. But keep in mind that the Smart Detection rules you set on the camera won’t flow over to third-party recording platforms. Or if you only need a single camera, you can purchase it with up to a 256GB SD card for internal storage.\\n\\nYou can have your very own SC4KBL for $99.99 each, and the dome-shaped option SC4KT is the same cost.\\n\\nIf you're interested in a different camera shape that is more like a dome camera, you can have the same features and specs in the SCI 4K PoE Turret Camera with a 110° view and 40 ft of facial detail.\\n\\nBest cheap home security camera with built-in alarm\\n\\nFor $80, you will find the 2K Active Deterrence wide-angle bullet camera, SC2KADBL. What sets the SC2KADBL apart is its additional layer of cutting-edge surveillance. This camera goes well beyond what traditional cameras are capable of with its active deterrence features, including police-style red and blue LEDs that strobe, a white floodlight, and a built-in speaker.\\n\\nWhy we picked the SC2KADBL\\n\\nThis camera adds an extra layer of protection with flashing deterrent LEDs, a speaker, and AI-triggered alerts, all for the same price as a basic camera. It’s the best way to stop threats before they happen without spending extra.\\n\\nThese additions are particularly useful for actively defending your property versus relying on recordings to catch an intruder or thief after the fact. The LEDs, light, and speaker are controllable using the smartphone app or activated automatically via Smart AI Detection rules you can set. That’s right, you can set the camera to automatically trigger the built-in alarm lights and speaker when a person or vehicle enters a zone you specify.\\n\\nThe Smart AI detection rules include perimeter intrusion detection, line crossing detection, face detection, and more! If a person steps over a virtual line or into a virtual box you set, the camera can sound off the built-in siren and activate the red & blue police-style lights to draw attention.\\n\\nActive Deterrence cameras are a wonderful way to annoy trespassers, draw attention to their presence even when you're asleep, and prevent crime.\\n\\nPros:\\n\\nBuilt-in Siren and Alarm Lights\\n\\n2K 4MP video resolution\\n\\nSmooth 25 frames per second\\n\\n77° View\\n\\nBuilt-in Microphone for audio recording\\n\\nSmart Detection with AI\\n\\nWhite Light and Infrared\\n\\nRed-and-Blue Strobing Lights\\n\\nSpeaker for Alerts and Two-way Audio\\n\\nIP66 weather-resistant\\n\\nReliable wired PoE connection\\n\\nONVIF Support\\n\\nCons:\\n\\nNo optical zoom or PTZ features\\n\\nStandalone SD card storage limited to 256GB\\n\\nIts 4-megapixel image sensor records 2K video at a real-time 25 frames per second. Paired with a 3.6 mm lens, its view spans an admirable 77-degree angle and captures facial detail up to 30 feet away. At night, you have the option of using its standard infrared illumination for black-and-white video up to 82 feet, or you can enable the white light LED for up to 66 feet for true full-color night vision.\\n\\nIt also has a built-in microphone for recording audio or to engage in two-way audio interactions through the deterrent speaker. The speaker does downgrade the weather resistance to IP66, which is still good for outdoor use. We recommend it is a good idea to mount the camera under some cover, for example, an eave or soffit, to prevent moisture from pooling and entering the camera.\\n\\nYou can also find this camera in a Turret Style 2K PoE IP Camera SC2KADT, available for $79.99.\\n\\nBest cheap 4K home security camera with siren and alarm lights\\n\\nThe last of our top affordable home security camera picks is the SCI 4K Active Deterrence bullet camera, model number SC4KBLADAI. It is a higher resolution version of the cheap home security camera with built-in alarm. This affordable dynamo offers a comprehensive solution unlike any other fixed-lens security camera.\\n\\nThe SC4KBLADAI features what other standard IP cameras don't: active deterrence! The SC4KBLADAI possesses a set of police-style red and blue LEDs, a floodlight, and a built-in speaker. These features are useful for actively scaring off and alerting intruders, allowing you to defend your property in real time.\\n\\nWhy we picked the SC4KBLADAI\\n\\nThe SC4KBLADAI is a powerhouse combining ultra-sharp 4K video with active deterrence features and Smart Detection analytics. It’s perfect for those who want the most protection in a single 4K camera at a great price.\\n\\nPros:\\n\\n4K 8MP video resolution\\n\\nReal-time 30 frames per second\\n\\nMic for Audio recording\\n\\nSmart Detection with AI\\n\\nWhite Light and Infrared\\n\\nRed-and-Blue Strobing Lights\\n\\nSpeaker for Alerts and Two-way Audio\\n\\nIP67 weather-resistant\\n\\nReliable wired PoE connection\\n\\nONVIF Support\\n\\nCons:\\n\\nNo zoom or PTZ features\\n\\nStandalone SD card storage limited to 256GB\\n\\nJust like the 2K version mentioned above, this is a smart camera that has Smart Event Detection that can automatically activate the lights or sound off alerts through the speaker. Take advantage of innovative AI video analytics that provide customization and protection beyond plain recording. Whether you set up face recognition, license plate detection, or just want to set up a virtual boundary around an area, Smart Detection is your path to a worry-free surveillance experience.\\n\\nThe 8-megapixel image sensor captures 4K video at an impressive 30 frames per second. With its 3.6 mm lens, it sees an 85-degree wide-angle view and captures facial detail up to 50 ft. For nighttime surveillance, you have two options: standard infrared illumination for crisp black-and-white video up to 82 feet or enabling the white LED light for full-color night vision up to 66 feet. Rounding out its surveillance features is the built-in microphone used for audio recording or in tandem with the speaker for two-way audio interactions.\\n\\nYou can get the power of the SC4KBLADAI as a dome camera in the 4K Turret PoE Dome SC4KTADAI which captures facial detail up to 40 ft.\\n\\nHow we test cheap home security cameras\\n\\nWe don’t just go by specs on paper—we put every home security camera through hands-on testing. We have a standardized method for evaluating camera video quality during the day by determining the max facial capture distance before over-pixelation of video occurs during the daytime. We walk towards the camera from 50 ft at 10 ft increments to determine the distance for capturing faces and license plates. We look closely at the nighttime video quality at night by measuring total night vision distance in an open field. We also pay attention to how the camera handles day and night activity, including real sounds and movement, to get a full picture of its performance and value. Since we test professional security cameras, mobile connectivity and usability are gauged by integration with an NVR of the same brand.\\n\\nFrequently Asked Questions\\n\\nDo I need to pay a subscription to use these cameras?\\n\\nNo. All of the cameras we recommend work without monthly fees. You can record video locally to an NVR or SD card. There are no cloud dependencies or hidden costs after purchase.\\n\\nCan I use one of these cameras without an NVR?\\n\\nYes, each camera supports standalone operation with onboard microSD card recording (up to 256GB). However, we recommend pairing them with a compatible NVR for multi-camera setups, 24/7 or AI based recording, activity alerts, and easier remote playback.\\n\\nAre PoE cameras better than WiFi for homes?\\n\\nIn most cases, yes. PoE (Power over Ethernet) provides both power and data through one cable, giving you a more reliable connection and eliminating issues like dropouts or interference that can happen with WiFi cameras. It’s ideal for fixed locations like driveways or entrances.\\n\\nWhat’s the difference between 5MP and 4K video quality?\\n\\nA 5MP PoE cameras provide clear 3K resolution, which is great for most home security needs. A 4K PoE camera gives you even more detail—especially helpful for larger areas or if you want to capture small details like license plates at a distance during the day.\\n\\nDo these cameras detect people or vehicles?\\n\\nYes. Every camera listed here includes Smart Detection features that can recognize humans, vehicles, or even faces. You can set up alerts or trigger alarms based on what the camera sees, cutting down on false notifications from wind or animals.\\n\\nDo these cameras require an internet connection to work?\\n\\nNo. These cameras record video locally to an NVR or onboard storage and do not require an internet connection to operate or record footage. An internet connection is only needed if you want to view your cameras remotely or receive alerts while away from home.\\n\\nWho owns the video footage recorded by these cameras?\\n\\nYou do. Video is stored on hardware you own, not on third-party cloud servers. This setup gives you full control over your recordings, including how long they are kept and who has access to them, without relying on subscription services.\\n\\nAre subscription-free security cameras still a good choice in 2026?\\n\\nFor most homeowners, subscription-free cameras are a better long-term value if you want predictable costs and local control of recordings.\\n\\nWhat happens if my internet goes down?\\n\\nYour cameras will continue recording video locally without interruption. You may temporarily lose remote access or notifications, but all footage will still be captured and available for playback once your connection is restored.\", \"url\": \"https://www.cctvcameraworld.com/security-camera-systems/best-cheap-home-security-cameras/\", \"with\": [\"Keeping a watchful eye on your property doesn’t have to cost you an arm and a le\", \"SC4KBL 8MP (4K) $99.99 4K 8MP Smart Detection Audio IR 100ft Budget 4K 45 feet\", \"Best cheap 4K home security camera with siren and alarm lights\", \"For most homeowners, subscription-free cameras are a better long-term value if y\"], \"without\": [\"License Plate Camera\", \"Outdoor Security Cameras\", \"Wireless Security Cameras\", \"Security Camera Systems\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4608", "input": "https://earth5r.org/a-beginners-guide-to-zero-waste-living-2/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4608\", \"ground_truth_path\": \"source/test/ground-truth/4608.json\", \"ground_truth_sha256\": \"3326d27ad921969d5e0d0b835c2c3701fdbc7bd3ae662cbb6eeb7300f9701a38\", \"html_path\": \"source/test/html/4608.html.gz\", \"html_sha256\": \"475ec9d838d4eb3f19104f2d2d81748edd8dc1c4e7edb915097938b3d7556204\", \"page_type\": \"article\", \"reference\": \"Living a zero-waste lifestyle has gained significant attention in recent years as more people recognize the importance of reducing waste and preserving our planet’s resources.\\n\\nEmbracing a zero-waste lifestyle means minimizing the amount of waste we generate by making conscious choices about consumption and disposal. If you’re new to the concept of zero-waste living and want to make a positive impact, here’s a beginner’s guide to get you started on your journey towards a zero-waste lifestyle.\\n\\nRethink Your Consumption Habits: The first step to zero-waste living is to assess your consumption patterns. Be mindful of what you purchase and ask yourself if you truly need it. Prioritize buying only what is essential and invest in high-quality, durable products that will last longer.\\n\\nRefuse Single-Use Items: Say no to single-use items such as plastic bags, disposable cutlery, and straws. Carry reusable alternatives like cloth bags, stainless steel cutlery, and a reusable water bottle with you wherever you go.\\n\\nEmbrace Reusables: Incorporate reusable items into your daily routine. Use cloth napkins instead of paper towels, opt for refillable containers for toiletries and cleaning products, and switch to rechargeable batteries. These small changes can significantly reduce your waste output.\\n\\nComposting: Start composting your food waste and yard trimmings. Composting allows organic matter to decompose naturally, creating nutrient-rich soil that can be used in your garden. If you don’t have outdoor space, explore indoor composting options like vermicomposting using worms.\\n\\nBulk Shopping: Purchase items in bulk to minimize packaging waste. Bring your own reusable containers or bags to stores that offer bulk options for food staples, grains\\n\\nMindful Grocery Shopping: Plan your grocery shopping to avoid food waste. Make a list, buy only what you need, and opt for fresh produce without excessive packaging. Choose products with minimal or recyclable packaging from EcoPacks whenever possible.\\n\\nDIY and Repurposing: Explore do-it-yourself projects and repurpose items to give them a new life. Repurpose glass jars as storage containers, turn old clothing into rags or reusable bags, and make your own cleaning products using natural ingredients.\\n\\nRecycling Right: While the goal is to reduce waste, recycling is still an important part of a zero-waste lifestyle. Educate yourself about local recycling guidelines and ensure you recycle properly. Focus on reducing first, but when recycling is necessary, do it correctly.\\n\\nSpread Awareness: Share your zero-waste journey with others and inspire them to make sustainable changes too. Engage in conversations about waste reduction, host workshops, or start a community group to exchange ideas and tips.\\n\\nCelebrate Progress, Not Perfection: Transitioning to a zero-waste lifestyle takes time, and it’s important to remember that perfection is not the goal. Celebrate the progress you make along the way, no matter how small. Every action counts and contributes to a more sustainable future.\\n\\nBy following this beginner’s guide to zero-waste living, you can gradually reduce your environmental impact and contribute to a more sustainable world. Remember, it’s a journey, and each step you take towards reducing waste is a step in the right direction. Embrace the challenge, be open to learning, and inspire others to join you on the path to a zero-waste lifestyle.\", \"url\": \"https://earth5r.org/a-beginners-guide-to-zero-waste-living-2/\", \"with\": [\"Embracing a zero-waste lifestyle means minimizing the amount of waste we generate by making conscious choices about consumption and disposal.\", \"Incorporate reusable items into your daily routine. Use cloth napkins instead of paper towels, opt for refillable containers for toiletries and cleaning products, and switch to rechargeable batteries.\", \"Explore do-it-yourself projects and repurpose items to give them a new life. Repurpose glass jars as storage containers, turn old clothing into rags or reusable bags,\", \"Celebrate Progress, Not Perfection: Transitioning to a zero-waste lifestyle takes time, and it’s important to remember that perfection is not the goal.\"], \"without\": [\"Green Directory\", \"ESG Intelligence\", \"All Sectors Overview\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4621", "input": "https://bigfuture.collegeboard.org/plan-for-college/apply-to-college/application-process/6-tips-for-crafting-your-best-college-essay", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4621\", \"ground_truth_path\": \"source/test/ground-truth/4621.json\", \"ground_truth_sha256\": \"11855dacf24ad8b47545d03807d14d3ed6e4b9624d2338a3b8643aadb1c31aa2\", \"html_path\": \"source/test/html/4621.html.gz\", \"html_sha256\": \"6141f55a2d4e4a6828d72a79cdff873521c8867636168697e6b53a542839aae3\", \"page_type\": \"article\", \"reference\": \"Your essay reveals something important about you that your grades and test scores can't─your personality. It can give admissions officers a sense of who you are and showcase your writing ability. Here are some things that admissions officers look for in a personal essay for college.\\n\\n1. Open Strong.\\n\\nKnowing how to start a college essay can create a strong opening paragraph that immediately captures the reader’s interest. You want to make the admissions officer reading your essay curious about what you say next.\\n\\n2. Show You Can Write.\\n\\nColleges want to see that you have a command of the basics of good writing, which is a key component of success in college.\\n\\n3. Answer the Prompt.\\n\\nAdmissions officers also want to see that the student can give a direct answer while sticking to a comprehensive narrative. When writing college essays, consider the point you want to make and develop a fleshed-out response that fits the prompt. Avoid force-fitting prewritten pieces. Approach every personal essay prompt as if it's your first.\\n\\n4. Stick to Your Style.\\n\\nWriting college essays isn't about using flowery or verbose prose. Avoid leaning too heavily on the thesaurus to sound impressive. Choose a natural writing style that’s appropriate for the subject matter.\\n\\nAlso, avoid stressing about trying to write what you think colleges want to see. Learning how to draft a good essay for college is about showcasing who you are. Stay true to your voice. Keep in mind that authenticity is more important than anything else.\\n\\n5. Proofread.\\n\\nCorrect grammar, punctuation, and spelling are essential. Proofread several times after you've finished. Then ask a teacher, parent, or college English major to give it a quick read as well.\\n\\n6. Keep Track of Length.\\n\\nFinally, admissions officers value succinctness. Remember to pay attention to the recommended essay length or word count.\\n\\nBonus Tips and College Essay Writing Help\\n\\nFor more on how to write a college essay, check out these Tips for Writing Your College Admissions Essay.\", \"url\": \"https://bigfuture.collegeboard.org/plan-for-college/apply-to-college/application-process/6-tips-for-crafting-your-best-college-essay\", \"with\": [\"Knowing how to start a college essay can create a strong opening paragraph that immediately captures the reader’s interest\", \"Admissions officers also want to see that the student can give a direct answer while sticking to a comprehensive narrative\", \"Correct grammar, punctuation, and spelling are essential. Proofread several times after you've finished.\", \"Bonus Tips and College Essay Writing Help\", \"Keep in mind that authenticity is more important than anything else.\"], \"without\": [\"Explore Careers\", \"Career Search\", \"What is the college application essay?\", \"Expand All\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4633", "input": "https://lillieeatsandtells.com/7-healthy-air-fryer-recipes/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4633\", \"ground_truth_path\": \"source/test/ground-truth/4633.json\", \"ground_truth_sha256\": \"e2f7f2b53bbdf89361a0e3325ecf8805b8d80d60d7c846806276b7b429fae409\", \"html_path\": \"source/test/html/4633.html.gz\", \"html_sha256\": \"8d8d6c16fab228605eb6c2d27265def75485745a736d0bd7ec3a2bf11da28a86\", \"page_type\": \"article\", \"reference\": \"I’m ALWAYS getting asked if having an air fryer is worth it. Is it worth storing? Pulling out? Cleaning? Well, after having one and using it repeatedly, I can confidently say that an air fryer is DEFINITELY worth having! It’s a major time-saver and the food comes out tasting amazing. Whether you’re new to air frying or you’ve been doing it for years, I’ve got some quick and healthy air fryer recipes that you’re going to LOVE!\\n\\nHealthy Air Fryer Recipes\\n\\nThese air fryer recipes make it easy to eat healthier at home! The air fryer crisps up the food without drenching it in oil. You can air fry chicken, fish, veggies, and more! I use these recipes to make quick snacks for myself and large healthy meals for my family.\\n\\nCilantro Lime Air Fryer Chicken Tenderloins\\n\\nThese cilantro lime air fryer chicken tenderloins are super easy to make and ready in a flash. They're packed with flavor and are a great protein to add to your weekly rotation.\\n\\nHot Honey Air Fryer Salmon Bites\\n\\nI'm obsessed with these air fryer salmon bites! It's an easy salmon recipe that produces perfectly tender, bite-sized pieces of salmon to add to your bowls for a quick lunch on busy days!\\n\\nAir Fryer Snap Peas\\n\\nYou'll love these easy and delicious, macro-friendly air fried snap peas!\\n\\nAir Fryer Blackened Mahi Mahi\\n\\nTake your Mahi Mahi game to the next level with this air fryer Mahi Mahi. The blackened seasoning adds the best flavor, and it's perfect in bowls and salads!\\n\\n10-Minute Air Fryer Asparagus with Parmesan\\n\\nYou'll love how easy it is to cook this air fryer asparagus! In less than 10 minutes, you'll have a beautiful and delicious side!\\n\\nGreek Pork Taquitos in the Air Fryer\\n\\nGreek food. I can’t get enough! These taquitos have all my favorite Greek flavors wrapped up in a crunchy corn tortilla.\\n\\nEasy Air Fried Fish Tacos\\n\\nGive these easy air fryer fish tacos a chance, and they just might make it onto your weekly rotation. They're seriously so good and so easy!\\n\\nAir Fryer Recipes\\n\\nThese healthy air fryer recipes are great for healthy homemade meals and snacks! Not only are they delicious, but they’re macro-friendly too making it easier to cook for your family and stay on track.\\n\\nIf you’re looking for more macro-friendly meals then make sure to grab my dinner meal plan or one of my macro-friendly cookbooks. All of my recipes are macro-friendly and loaded into MyFitnessPal, Lose It, and Macros First for easy tracking!\", \"url\": \"https://lillieeatsandtells.com/7-healthy-air-fryer-recipes/\", \"with\": [\"These air fryer recipes make it easy to eat healthier at home! The air fryer crisps up the food without drenching it in oil.\", \"Take your Mahi Mahi game to the next level with this air fryer Mahi Mahi. The blackened seasoning adds the best flavor\", \"Give these easy air fryer fish tacos a chance, and they just might make it onto your weekly rotation.\", \"These taquitos have all my favorite Greek flavors wrapped up in a crunchy corn tortilla.\"], \"without\": [\"My Macro-Friendly Cookbooks\", \"You might also like\", \"Share this recipe\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4643", "input": "https://synergycustomfitness.com/blogs/synergy-custom-blog/home-gym-ideas-on-a-budget-home-gym-equipment-tips?srsltid=AfmBOorygy_0t2zxxE1NWb4xzt53Xwlm8lzk8C75jg3GWSxIxJVrLKin", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4643\", \"ground_truth_path\": \"source/test/ground-truth/4643.json\", \"ground_truth_sha256\": \"fd4c05660a322b8078b00118dfe8d187a8979ca69b11daca34345043e23a8586\", \"html_path\": \"source/test/html/4643.html.gz\", \"html_sha256\": \"8ff2b6cc2b3113fddf896d2314a1be9aa0f218f5f17ed8659dd2c38f0731f8b3\", \"page_type\": \"article\", \"reference\": \"Putting together a home gym is a great way to save money, time, and avoid the hassle of traveling to a commercial gym. With the right gym equipment, solid planning, and some creativity, you can turn even a small space into a functional and effective budget home gym. Whether you're trying to avoid monthly gym membership fees or enjoy the convenience of home workouts, this guide will walk you through affordable home gym ideas on a budget that won't break the bank. Plus, we'll highlight some less expensive pieces of equipment that provide both value and versatility for your home gym.\\n\\nWhy Build a Home Gym?\\n\\nCreating a home gym offers many advantages. It allows you to work out at home and eliminates the need for an expensive gym membership, saving you hundreds of dollars each year. Having a home gym also means you have a dedicated space to focus on your fitness goals without distractions, and you can customize the area with the exact workout equipment you need. This allows you to avoid the clutter and unnecessary machines found in traditional gyms while creating a workout space tailored to your needs. A budget-friendly home gym allows you to focus on your fitness routine without the financial burden.\\n\\nSetting up a home gym on a budget doesn't mean sacrificing quality. It's about selecting the right equipment that provides flexibility, durability, and value for your investment. Let's dive into some cheap home gym ideas that will help you build a gym setup that's efficient and affordable.\\n\\nBest Home Gym Equipment: Strength Training Essentials\\n\\n1. Squat Rack for Core Lifts\\n\\nA squat rack is crucial to any home gym. It offers the stability and safety required for performing leg workouts, overhead presses, and bench presses. For those on a budget, the Titan T-2 Series Rack is an affordable and sturdy option, providing everything you need to execute compound movements safely and efficiently. A squat rack is crucial for developing full-body strength, specifically for exercises that target your legs and upper body.\\n\\n2. Adjustable Dumbbells for Versatility\\n\\nAdjustable dumbbells are a great addition to any small home gym setup because they offer multiple weight options without taking up much space. The PowerBlock Pro Dumbbells are a great option, offering several weight selections in a compact design. This allows you to perform various strength-building exercises without cluttering your space. With these dumbbells, you can target multiple muscle groups with exercises like curls, overhead presses, and rows.\\n\\n3. Barbell and Weight Plates\\n\\nFor those focused on building strength and muscle mass, a barbell is an absolute must. The Synergee Games Barbell is an affordable and durable option for anyone wanting to perform important lifts like deadlifts, squats, and presses. To pair with the barbell, the REP Fitness Iron Plates provide a cost-effective way to increase your lifting potential. This combination allows for a complete strength-training setup that's both affordable and durable.\\n\\n4. Resistance Bands for Versatile Training\\n\\nResistance bands are one of the most versatile and affordable pieces of equipment you can add to your home gym setup. They provide adjustable levels of tension, making them suitable for all fitness levels and types of exercises. Resistance bands are perfect for home gyms as they take up virtually no space and can be easily stored with other small items like a yoga mat. They're also great for targeting specific muscle groups, adding variety to your workout routine, and assisting with exercises. If you're building a home gym, resistance bands are a crucial and inexpensive tool to consider.\\n\\nBest Home Gym Equipment: Upper Body and Cardio Essentials\\n\\n1. Pull-Up Bar for Bodyweight Strength\\n\\nA pull-up bar is one of the most versatile and effective tools for developing upper body strength. Exercises like chin-ups and hanging leg raises can all be done using a simple, space-saving bar. The Titan Wall Mounted Pull-up Bar is an affordable, sturdy choice that's easy to install in any small space. Including this in your space allows you to workout your upper body muscles effectively without the need for heavy equipment. It's an ideal solution for tight spaces or garage gyms where equipment needs to be functional but compact.\\n\\n2. Jump Rope for Cardio\\n\\nAdding some cardiovascular exercises to your routine is crucial for overall health and fitness. If you're looking for an affordable option that takes up minimal space, a jump rope is the perfect piece of gym equipment. The WOD Nation Double Under Speed Rope is an inexpensive solution that offers an intense cardiovascular workout and improves coordination, balance, and agility. Jump ropes are also perfect for high-intensity interval training (HIIT), which can be done in limited space.\\n\\n3. Budget-Friendly Air Bike\\n\\nIf you prefer cardiovascular machines, consider adding the Titan Fan Bike to your home gym setup. It's a low-cost alternative to more expensive equipment and offers a full-body workout by combining upper and lower body movement. This makes it perfect for burning calories and boosting cardiovascular fitness. The Titan Fan Bike is both efficient and affordable, making it a great addition to any budget home gym.\\n\\nBest Space-Saving Solutions and Gym Flooring\\n\\n1. Space-Saving Gym Storage\\n\\nOne of the challenges of building a home gym is optimizing your space, especially if you're working with a tight space or garage gym. This is where our company excels. Our space-saving vertical dumbbell and kettlebell racks not only store your set of dumbbells and kettlebells but also have attachments for storing weight plates and bumper plates, barbells, and even allow for exercises with landmine and battle rope attachments. Our multi-functional pieces of equipment can help you maximize your workout space while keeping your gym organized and clutter-free. If you need more storage capacity, our vertical dumbbell racks can expand into a horizontal dumbbell racks with an expansion kit. This is a perfect solution for anyone creating a small home gym on a budget while maintaining a professional level of organization.\\n\\n2. Home Gym Flooring\\n\\nLastly, don't overlook the importance of quality flooring in your home gym. Whether you're dropping weights or performing bodyweight exercises, durable flooring will protect both your equipment and your floors. The Tractor Supply 3/4″ Rubber Stall Mats offer a inexpensive and durable option for creating a non-slip and shock-absorbing surface. These mats are thick enough to handle heavy lifts and provide a safer surface for exercises like squats and deadlifts.\\n\\nHome Gym Ideas & Tips for Creating a Budget-Friendly Gym\\n\\n1. Start with the Essentials\\n\\nWhen you're on a budget, start by purchasing the most essential gym equipment. Focus on versatile items that allow for a range of exercises, like dumbbells, a chin-up bar, a squat rack, a weight bench, and a jump rope. You can always expand your collection as your fitness level and budget grow.\\n\\n2. Maximize Your Space\\n\\nEven if you're working with a small space, you can still build an effective home gym. Vertical storage solutions, like those our company offers, can help you make the most of your area by keeping your equipment organized and easily accessible.\\n\\n3. Look for Deals\\n\\nIf you're looking to save even more, consider checking second-hand marketplaces like Facebook Marketplace for used gym equipment. Many times, people are selling high-quality equipment for a fraction of the price of new items.\\n\\n4. Combine Cardio and Strength Training\\n\\nTo save space and money, focus on equipment that offers both cardiovascular and strength training benefits. For example, a Titan Fan Bike provides a full-body workout while improving cardiovascular fitness, giving you a great option for two forms of exercise in one machine.\\n\\nConclusion\\n\\nFinding gym equipment on a budget and creating your dream home gym is completely doable with the right approach. By focusing on the most important pieces like a squat or power rack, weight bench, adjustable dumbbells, and a chin-up bar, and maximizing your space with space-saving solutions like those we offer, you can build an efficient and effective budget home gym. Whether you're focusing on getting stronger, getting in better shape, or a mix of both, the right tools and setup will help you achieve your fitness goals without breaking the bank.\", \"url\": \"https://synergycustomfitness.com/blogs/synergy-custom-blog/home-gym-ideas-on-a-budget-home-gym-equipment-tips?srsltid=AfmBOorygy_0t2zxxE1NWb4xzt53Xwlm8lzk8C75jg3GWSxIxJVrLKin\", \"with\": [\"Creating a home gym offers many advantages. It allows you to work out at home and eliminates the need for an expensive gym membership\", \"Best Home Gym Equipment: Upper Body and Cardio Essentials\", \"The Tractor Supply 3/4″ Rubber Stall Mats offer a inexpensive and durable option for creating a non-slip and shock-absorbing surface\", \"Our space-saving vertical dumbbell and kettlebell racks not only store your set of dumbbells and kettlebells\", \"The WOD Nation Double Under Speed Rope is an inexpensive solution that offers an intense cardiovascular workout\"], \"without\": [\"All Products\", \"Continue reading\", \"Synergy Custom Blog\", \"9 Best Dumbbell Racks for Your Home Gym\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4644", "input": "https://tribelifting.com/blogs/news/building-a-home-gym-on-a-budget-essential-tools?srsltid=AfmBOoqCKnqzBB4T51JqKLVT-H0cgNQKAPfk1CbEuI91NaYgjMEbjmWd", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4644\", \"ground_truth_path\": \"source/test/ground-truth/4644.json\", \"ground_truth_sha256\": \"2150292c0363ff14c89565033286240938a56bfac2141f327ac94ff1356905ac\", \"html_path\": \"source/test/html/4644.html.gz\", \"html_sha256\": \"ab19e5bd536babde407658e8be5f2c940a37071ec8d2be67164a4d5e11ba79a4\", \"page_type\": \"article\", \"reference\": \"Think you need a huge budget and a dedicated spare room for a real home gym? Let's bust that myth. The best budget home gym equipment for small spaces isn't bulky or expensive; it's all about being versatile and compact. We're talking about smart, efficient tools that can turn a corner of your apartment into a workout zone.\\n\\nStop Dreaming and Start Training in Your Small Space\\n\\nI get it. You look at that empty corner in your apartment and think, \\\"No way.\\\" I had that same thought before I figured out how to turn my own limited space into a place I wanted to train in. This guide is my roadmap for doing just that, without the guesswork.\\n\\nWe're going to focus on equipment that pulls double or even triple duty. Forget the clunky, single-purpose machines that gather dust. The real star of the show will be resistance bands–especially gear from brands like Tribe Lifting that delivers a serious workout without taking over your living room. From planning your layout to specific routines you can do right now, I'll walk you through everything.\\n\\nMeasure Twice, Buy Once: Planning Your Workout Nook\\n\\nBefore you even think about buying a single piece of equipment, stop. Grab a tape measure and some painter's tape. This is the most important step, and skipping it is the fastest way to end up with a pull-up bar that doesn't fit or a yoga mat that's always in the way.\\n\\nIt's about more than just the floor space. You have to account for your movement footprint–the three-dimensional space you need to perform an exercise without punching a wall or kicking your coffee table. A lunge, a push-up, or a kettlebell swing all demand more room than the gear itself.\\n\\nVisualize your workout zone\\n\\nUse painter's tape to mark out a rectangle on the floor for your workout area. A space of at least 6x4 feet is recommended if available. Allow the taped-off area to remain for a day or two to visualize the layout.\\n\\nThis simple trick forces you to see how your workout area will impact your living space. It's a reality check that prevents you from buying gear that will only add clutter and frustration.\\n\\nGoing through this process helps you make smart decisions from the start.\\n\\nThe Unsung Heroes of a Compact Home Gym\\n\\nWhen you're carving out a gym in a tight space, every piece of gear has to earn its keep. This isn't about collecting a bunch of one-trick ponies; it's about finding versatile tools that punch way above their weight class. The two things that matter most? Versatility and a tiny footprint.\\n\\nResistance bands are your secret weapon\\n\\nLet's get one thing straight: resistance bands are the undisputed champions of the small-space home gym. Forget thinking of them as flimsy afterthoughts. A good set is basically an entire gym you can stuff into a drawer. They provide constant tension through an entire exercise–something even dumbbells can't claim.\\n\\nA quality set from Tribe Lifting, especially with a simple band bar and a door anchor, can replace a whole rack of weights. You can knock out everything from heavy squats and deadlifts to rows, curls, and shoulder presses. They're brutally effective and take up virtually no room. You can dive deeper into this in our guide on why loop bands are perfect for home workouts.\\n\\nThis chart is a great reminder that a smart setup isn't just about the equipment's footprint. You have to account for the space your body needs to actually move.\\n\\nThe home fitness boom is real. The global market for home gym equipment is on track to hit USD 19.6 billion by 2035, and that growth is fueled by people who need clever, space-saving solutions that work.\\n\\nEssential budget home gym gear comparison\\n\\nTo make things easier, here's a quick breakdown of the best bang-for-your-buck equipment. This table compares the essentials based on cost, how much space they demand, and how many different workouts you can get out of them.\\n\\nEquipment | Average Cost (USD) | Space Needed | Versatility Score (1-5)\\nResistance Band Set | $30 - $70 | Almost none (fits in a drawer) | 5 (Full body, strength, cardio)\\nSingle Kettlebell | $40 - $80 | Small corner (approx. 1' x 1') | 4 (Strength, cardio, HIIT)\\nYoga Mat | $20 - $50 | Rolls up tight (under a bed) | 3 (Stretching, floor work, core)\\nSpeed Rope | $10 - $25 | Pocket-sized | 2 (Cardio only)\\n\\nAs you can see, nothing beats the cost-to-versatility ratio of a solid resistance band set, but a single kettlebell is a close and powerful second.\\n\\nBeyond the bands: the supporting cast\\n\\nWhile bands are the star of the show, a few other items can round out a small-space gym without cluttering things up.\\n\\n- Yoga Mat: This is non-negotiable. It protects your floors (and your joints) and rolls up to disappear when you're done.\\n- Speed Rope: For a high-intensity cardio blast, you can't beat a simple jump rope. It offers a killer workout in a tiny space.\\n- Kettlebell: If you have a little more room and budget, a single, versatile kettlebell can add a whole new dimension to your strength and conditioning.\\n\\nBuilding Your Gym for Under $50, $100, or $200\\n\\nAlright, let's stop talking theory and start building. Here are a few no-nonsense shopping lists to get you kitted out, no matter your budget. This isn't about throwing money at a problem; it's about making smart choices for budget home gym equipment for small spaces.\\n\\nThe demand for home fitness equipment continues to grow steadily worldwide. According to Precedence Research, the global at-home fitness equipment market is valued at approximately USD 10.11 billion in 2025 and is projected to reach around USD 20.56 billion by 2034, reflecting sustained long-term growth driven by increasing health awareness, convenience, and the popularity of home workouts. This trend shows that consumers are continuing to invest in home fitness solutions across all price points — from budget-friendly gear to high-end connected equipment.\\n\\nThe under $50 starter kit\\n\\nThis is your foundation. For less than what most people pay for a single month at a commercial gym, you can get a setup that hits every muscle group.\\n\\n- Tribe Lifting Resistance Band Set: This is the heart of the whole operation. It's your squat rack, your cable machine, and your dumbbell rack all rolled into one compact package. Non-negotiable.\\n- A Quality Jump Rope: Forget clunky treadmills. A simple speed rope delivers a killer high-intensity cardio session and takes up virtually zero space when you're done.\\n\\nThe under $100 upgrade\\n\\nGot another fifty bucks to play with? Now we can open up your exercise options. We're not just adding more stuff; we're adding entire categories of movement. This tier adds a door anchor and a resistance band bar to your starter kit.\\n\\nThe door anchor is a game-changer. It instantly turns any doorway into a makeshift cable station, perfect for presses, rows, and all sorts of core work. The band bar lets you mimic classic barbell moves like squats and overhead presses, but with better stability and control.\\n\\nThe under $200 powerhouse\\n\\nThis is where your little corner gym becomes a legitimately capable setup. We'll add two final pieces to round things out: a high-quality workout mat and a single adjustable kettlebell.\\n\\nThe mat is a small luxury that makes a big difference, protecting your joints and your floors. The kettlebell, on the other hand, unlocks a world of dynamic movements like swings, cleans, and goblet squats. For more ideas, you can check out our guide on building a home gym with essential tools.\\n\\nSample Workouts for Your Small-Space Gym\\n\\nAlright, you've got the right budget home gym equipment for small spaces. That's a huge win, but now it's time to put it all to work. Let's jump into two routines you can start today. No overthinking it–just follow along and get moving.\\n\\nThe full-body band blast\\n\\nThis one proves you don't need anything more than a solid set of resistance bands to get a fantastic, full-body workout. The key here is to focus on slow, controlled movements. Really feel the tension in the band through every single rep.\\n\\nSmart storage to keep your space livable\\n\\n- Banded Squats (3 sets of 12–15 reps): Step on the band with both feet and loop the other end over your shoulders. Keep your chest proud as you sink your hips back and down.\\n- Banded Push-Ups (3 sets to failure): Drape the band across your upper back and hold the ends in your hands on the floor. It adds a surprising amount of resistance as you press up.\\n- Bent-Over Rows (3 sets of 12–15 reps): Stand on the middle of the band, hinge forward at your hips, and pull the ends up toward your chest. Make sure you squeeze your shoulder blades together at the top.\\n- Bicep Curls (3 sets of 15 reps per arm): Anchor the band under one foot, grab a handle, and curl away. Simple, effective.\\n\\nLet's be honest: a home gym only works if it doesn't turn your living room into a permanent obstacle course. Good storage is what makes a workout corner sustainable, especially when you're tight on square footage.\\n\\nThe goal is to make your gear easy to grab but invisible when you're done. Think renter-friendly stuff, like over-the-door hooks for bands and jump ropes, or a decorative ottoman that hides your kettlebell. This isn't just about being tidy; it's a bit of a psychological trick. When your workout gear is organized and put away, you're more likely to stick with your routine.\\n\\nThis trend of integrated, subtle fitness is growing, especially in cities where every inch of space counts. It's no surprise that sales of portable gear like resistance band kits are taking off. And for some clever setup ideas, take a look at our guide on using door anchors in small apartments.\", \"url\": \"https://tribelifting.com/blogs/news/building-a-home-gym-on-a-budget-essential-tools?srsltid=AfmBOoqCKnqzBB4T51JqKLVT-H0cgNQKAPfk1CbEuI91NaYgjMEbjmWd\", \"with\": [\"resistance bands are the undisputed champions of the small-space home gym\", \"You have to account for your movement footprint\", \"nothing beats the cost-to-versatility ratio of a solid resistance band set\", \"The door anchor is a game-changer. It instantly turns any doorway into a makeshift cable station\", \"a decorative ottoman that hides your kettlebell\"], \"without\": [\"See why thousands of athletes and fitness enthusiasts trust our premium workout gear\", \"Click below to reveal the 15% off coupon for your entire Tribe purchase on Amazon.com\", \"Continue Reading\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4645", "input": "https://xmarkfitness.com/blogs/news/affordable-home-gyms-setup?srsltid=AfmBOop3k25_Qk233hm53wZZYUDrYn6tCfvjsQyuprlRDMTJPem7SoR7", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4645\", \"ground_truth_path\": \"source/test/ground-truth/4645.json\", \"ground_truth_sha256\": \"683ac157e8c5e2cb3ed873b7428794ed1c18f950f40d9781295734e48959ef9e\", \"html_path\": \"source/test/html/4645.html.gz\", \"html_sha256\": \"6c6a248d78974bf20ecd1815811b7b8fb523ab607ac7f3a746b0d00ef5b32cb1\", \"page_type\": \"article\", \"reference\": \"Building an Affordable Home Gym\\n\\nFinding the balance between health and our bustling lifestyles has never been more important. The rigors of daily commitments often make committing to regular visits to a traditional gym a challenging feat. Yet, there's a silver lining – the emergence of home gyms as a practical and efficient solution. The allure lies in the freedom to exercise on your terms, without the hustle of commuting or waiting for gym equipment and machines. With the rise of personalized fitness regimens, home gyms have surged in popularity, offering a tailored approach that resonates with our fast-paced lives.\\n\\nBeyond the buzz, the significance of exercise for both physical and mental well-being cannot be overstated. It's not just about shedding a few calories; it's about invigorating your cardiovascular health, uplifting your mood, and deflating stress. And that's where the beauty of a home gym truly shines – accessibility. It obliterates the need to carve out extra time for a gym visit, weaving workouts seamlessly into your daily fitness routine. This accessibility fuels the fire of consistency, the secret sauce to realizing your fitness aspirations.\\n\\nHome Gyms are Becoming the Norm\\n\\nThe global shift towards home-based fitness solutions has been remarkable. More people are recognizing the value of investing in their health, and the flexibility offered by a home gym has sparked a rising trend. As the world adapts to changing circumstances, an affordable home gyms setup has emerged as a reliable means to stay fit without compromising on safety or comfort.\\n\\nHome Gyms CAN be Affordable\\n\\nContrary to the misconception that building a home gym demands a hefty investment, the reality is that an effective and budget-friendly home gym is entirely achievable and needs only a few pieces. By strategically selecting versatile and durable fitness equipment, such as Functional Trainers or dumbbells, individuals can create a fitness space that caters to their needs without breaking the bank.\\n\\nThe affordability aspect is crucial, especially in today's economy, as it aids access to fitness and wellness. In the following sections, we'll delve into the key components of building an affordable home gym using budget-friendly fitness equipment, ensuring that you can embark on your fitness journey with confidence and financial mindfulness.\\n\\nAdvantages of a Home Gym\\n\\nHaving a home gym offers a multitude of advantages that make it an attractive and practical option for fitness enthusiasts. From time and gym membership cost savings to the luxury of privacy and convenience, setting up your fitness haven right at home brings forth a host of benefits that can significantly impact your fitness journey.\\n\\n1. Time and Cost Savings\\n\\nOne of the most prominent benefits of having a home gym is the substantial amount of time and money you can save in the long run. Traditional gyms often require commuting, waiting for equipment, and adhering to their operational hours, all of which consume valuable time. With a budget home gym, the time you would spend commuting can be channeled into your workout routine. Moreover, the upfront investment in budget home gym equipment is a cost-effective alternative to monthly gym membership fees. Over time, these savings can be considerable, allowing you to allocate your resources to other aspects of your life.\\n\\n2. Privacy and Convenience\\n\\nA home gym provides an unparalleled level of privacy and convenience. For those who feel self-conscious about exercising in front of others, the seclusion of your home gym eliminates that concern, fostering a comfortable and judgment-free environment. This freedom also extends to workout attire – there's no need to worry about dressing to impress anyone. The convenience of a home gym setup allows you to integrate workouts seamlessly into your daily routine, whether it's early in the morning or late at night, without being constrained by a gym's operating hours.\\n\\n3. Flexibility of Workouts and Avoiding Crowded Gyms\\n\\nHome gyms empower you with the flexibility to customize your workouts based on your preferences and fitness goals. You're not limited by the availability of specific equipment or group class schedules. Additionally, avoiding crowded gyms becomes effortless when you have your fitness sanctuary at home. You won't have to wait for commercial gym equipment or navigate through a bustling gym floor, allowing you to maintain your workout flow and focus.\\n\\nA home gym equipped with commercial-grade equipment at a budget-friendly price stands out as an ideal solution. The benefits of time savings, cost efficiency, privacy, and workout flexibility collectively create an environment that encourages consistent exercise, ultimately fostering a healthier lifestyle.\\n\\nEssential Equipment for Affordable Home Gyms\\n\\nIn the symphony of establishing a tight budget-friendly home gym, the spotlight often shines on versatile and basic home gym essentials and equipment that promises maximal impact without breaking the bank. Let's unravel the curtain on the first act with these best home gym ideas on a budget:\\n\\n1. Strength Training Equipment\\n\\nWhen it comes to sculpting your physique and boosting functional strength, you needn't conjure visions of elaborate machinery. These unassuming warriors offer a myriad of exercises that span the spectrum of muscle engagement and fitness levels.\\n\\nDumbbells: A Universe of Possibilities\\n\\nDumbbells, those handheld nuggets of power, are your ticket to a well-rounded strength training experience. With a pair of these in your corner, a universe of exercises unfolds before you.\\n\\nDumbbells are extremely versatile - you can get a full body workout in with dumbbells alone! This includes:\\n\\n- Classic bicep curls for upper strength\\n- Squats to build your legs\\n- Rows that activate your back\\n- Weighted crunches to target your core\\n\\nBeyond the conventional, dumbbells also invite creativity. Ever tried a lunge with a twist, or a tricep kickback? Dumbbells can seamlessly adapt to your fitness journey, accommodating both beginners and seasoned lifters. Plus, they don't demand much dedicated space – a corner of your room can effortlessly transform into your personal strength haven.\\n\\nBarbells & Plate Sets\\n\\nA barbell is the anchor of strength training, a versatile tool that enables classic movements like squats, deadlifts, and bench presses. Its length and even weight distribution allow for a balanced grip, engaging both sides of your body equally. With customizable weights in the form of plates, a barbell accommodates beginners venturing into lifting as well as experienced lifters seeking to up the ante.\\n\\nPlate sets, the companions to barbells, offer incremental resistance that nurtures growth. Gradually adding weights to your barbell lets you adapt to increasing challenges, a cornerstone of strength progression. Plus, the versatility of plates extends beyond barbells. From weighted lunges to plate squats, their adaptability enriches your workout routine.\\n\\nThe charm of these home gym-friendly companions lies in their accessibility. Incorporating barbells and plate sets into your home gym enhances your training regimen with diversity and flexibility. No need for expansive spaces – these essentials easily can be tucked out of the way.\\n\\n2. Bodyweight Training Accessories: Bringing Gravity to Your Side\\n\\nValue thrives in simplicity, and when it comes to bodyweight exercises, the dividends are remarkable. Using your own body as resistance is a solid place to start.\\n\\nPull-Up Bars\\n\\nThe doorway transforms into a functional space as you challenge your upper body with pull-ups and chin-ups. These exercises not only sculpt your back and arms but also fortify your core as you stabilize your body. Pull-up bar workouts are an easy way to challenge yourself and get your body moving. For example, our XMARK Wall Mounted Pull Up Bar offers multiple hand positions for targeting specific muscles and challenging your grip strength.\\n\\nDip Station\\n\\nBody weight dips are an excellent way to train your upper body and your core. They also help strengthen your grip as you hold yourself up. With the multi-grip dip station, you can work your chest, triceps, and even target your shoulder muscles all in one exercise. The dip station is an inexpensive, yet effective, piece of equipment, such as our XMARK Dip Station, which makes it perfect for those building a home gym on a budget.\\n\\n3. Cardiovascular Equipment: Igniting the Heartbeat\\n\\nCardiovascular health is the drumbeat of fitness, and you don't need complex machinery to synchronize it. Enter budget-friendly cardio options that pulsate with effectiveness:\\n\\nJump Ropes: A humble jump rope, a portal to an excellent cardio workout. With a skipping rope, you can whisk away calories while enhancing coordination and agility.\\n\\nResistance Bands: These elastic marvels offer a twist to traditional cardio equipment. Attach them to a doorframe or loop them around your ankles for resistance-enhanced lunges, kicks, and more.\\n\\nWhen selecting cardiovascular equipment, align your choice with your space constraints and fitness goals. Whether it's the rhythmic cadence of a jump rope or the dynamic versatility of resistance bands, these options breathe life into your heart health.\\n\\n4. Space-Saving Equipment\\n\\nWhen it comes to your home gym setup, optimizing space is an art. It's where multi-purpose equipment steps into the limelight, efficiently catering to a spectrum of exercises:\\n\\nEquipment Storage Racks\\n\\nEnter dumbbell equipment storage racks, the unsung heroes that transform chaos into order. These storage racks act as versatile homes for your weights, dumbbells, and other accessories, ensuring that your workout space area remains tidy and functional. With designated slots and hooks, these storage solutions keep your workout equipment within arm's reach, ready to accompany you on your fitness voyage.\\n\\nSquat Racks\\n\\nThe heartbeat of strength training resides within the squat rack – a stalwart companion that offers not just safety but limitless possibilities. This space-saving wonder, including the XMARK Squat Rack, enables a spectrum of full-body squat rack exercises, from squats and bench presses to overhead presses and pull-ups. With adjustable features and built-in safety mechanisms, the squat rack embodies versatility and protection. It's your command center for a plethora of movements that sculpt your physique and enhance your functional strength.\\n\\nAffordable Home Gym Workouts and Program\\n\\nAs we delve deeper into crafting your budget-friendly home gym, the spotlight now turns to the essence of your workouts and programs. The stage is set, and it's time for you to take center stage:\\n\\n1. Bodyweight Workout Routines: Unleash Your Strength\\n\\nStep into the world of bodyweight exercises, where your own body becomes the ultimate tool for sculpting strength. These exercises fuse science and action, sculpting your physique through movements that leverage your body's weight. For a comprehensive workout, embrace staples like push-ups, squats, planks, and lunges. Merge them into routines that not only spike your heart rate but also enhance your endurance and strength.\\n\\nSample Routine for Beginners:\\n\\n- Push-ups: 3 sets of 10 reps\\n- Bodyweight Squats: 3 sets of 12 reps\\n- Plank: Hold for 30 seconds, 3 times\\n- Lunges: 3 sets of 10 reps (each leg)\\n\\nIntermediate Circuit:\\n\\n- Mountain Climbers: 30 seconds\\n- Chair Dips: 12 reps\\n- Bicycle Crunches: 20 reps (each side)\\n- Reverse Lunges: 10 reps (each leg)\\n- Rest for 1 minute and repeat 3 times\\n\\n2. Strength Training Programs: Cultivating Power and Progress\\n\\nStrength training stands tall as the cornerstone of your fitness journey, powered by affordable equipment. Craft strength-oriented routines around the steadfast companions: barbells, plate sets, and equipment storage racks. Champion the principle of progressive overload – gradually adding weight to build muscle. And don't forget, proper form is your compass, ensuring each movement resonates with precision and protection.\\n\\nStrength-Focused Routine:\\n\\n- Barbell Squats: 3 sets of 8 reps\\n- Bent-Over Rows with Barbells: 3 sets of 10 reps\\n- Dumbbell Bench Press: 3 sets of 8 reps\\n- Plate Loaded Leg Press: 3 sets of 10 reps\\n- Rest for 1-2 minutes between sets\\n\\n3. Cardiovascular Training Ideas: Energize Your Cardio\\n\\nThe rhythm of cardiovascular training courses through your home gym, even with minimal equipment. Infuse your workouts with creative cardio bursts like High-Intensity Interval Training (HIIT), circuit training, and interval workouts. Utilize jump ropes, resistance bands, and your body's resilience to breathe life into your cardiovascular health.\\n\\nHIIT Circuit:\\n\\n- Jump Rope: 1 minute\\n- Push-Ups: 30 seconds\\n- Squat Jumps: 45 seconds\\n- Rest for 15 seconds and repeat 4 times\\n\\nInterval Training:\\n\\n- Resistance Band Rows: 30 seconds\\n- Jumping Jacks: 45 seconds\\n- Plank: Hold for 1 minute\\n- Rest for 20 seconds and repeat 3 times\\n\\nConclusion: Bringing the Gym Home\\n\\nWe're living in a time where the \\\"norm\\\" changes every day, but one thing that has remained consistent is the biological drive to maintain a healthy lifestyle. And, with everything we have to accomplish in a day, getting to the gym just isn't always the feasible choice. Building a home gym is a great option for those of us who don't have time for the commute, want to avoid crowds, or want to have control of the aux cord at all times.\\n\\nBuilding an affordable home gym that has all the gym equipment you need can definitely fit within your budget – you just have to know where to look. Seeking out functional equipment that allows for dynamic workouts is the best place to start. Barbells and plates, dumbbells, and bands are just the beginning. With the right list, you could effectively build a home gym for under $1,000. The time and money saved over time really add up!\\n\\nYour home gym is a testament to your commitment to health and self-improvement, one great workout at a time - you just have to get started!\", \"url\": \"https://xmarkfitness.com/blogs/news/affordable-home-gyms-setup?srsltid=AfmBOop3k25_Qk233hm53wZZYUDrYn6tCfvjsQyuprlRDMTJPem7SoR7\", \"with\": [\"Beyond the buzz, the significance of exercise for both physical and mental well-being cannot be overstated.\", \"Dumbbells are extremely versatile - you can get a full body workout in with dumbbells alone!\", \"The heartbeat of strength training resides within the squat rack – a stalwart companion that offers not just safety but limitless possibilities.\", \"Dumbbells, those handheld nuggets of power, are your ticket to a well-rounded strength training experience.\", \"With the right list, you could effectively build a home gym for under $1,000.\"], \"without\": [\"Trainers & Machines\", \"Smith Machine\", \"Lat Pull Down\", \"Leg Curl Machine\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4669", "input": "https://petticoatjunktion.com/furniture/antique-furniture-restored/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4669\", \"ground_truth_path\": \"source/test/ground-truth/4669.json\", \"ground_truth_sha256\": \"f0830ad7d049b2b8df12e5f18517de23667214b7dc09ca39716798360170f372\", \"html_path\": \"source/test/html/4669.html.gz\", \"html_sha256\": \"acfbbe5494024ce25684a0cf92739d62af99ae316386cacf8513e0ec851fab8a\", \"page_type\": \"article\", \"reference\": \"Refreshing antique furniture and restoring the original finish can sometimes be a simple process. Depending on the age and condition of the furniture it may not need to have a total restoration. Beautiful antique furniture adds character and charm to your home.\\n\\nYou can easily refresh and restore antique furniture if the original stained finish isn't too scuffed or marred. The project piece I refreshed today had been stored away for quite a while. It was dingy, dirty, and dinged up just a bit.\\n\\nAs much as I love painting furniture, I enjoyed every minute of bringing this vintage oak chest of drawers back to life. It is stunning now.\\n\\nHow To Refresh And Restore Antique Furniture\\n\\nI'll show you how I cleaned the chest inside and out using wax, stain markers, WD-40, wood glue, and more to bring it back to life. It did not have to be stripped and refinished which is a time consuming process often requiring a professional.\\n\\nConsider the history of the furniture\\n\\nThe oak chest belongs to a friend of mine. She inherited it from her grandmother. Don't you know it brings back sweet memories of her grandmother every time she looks at the piece? I happened to know the grandmother, and she was a very dear lady.\\n\\nInspect the furniture\\n\\nThe chest has been sitting in a garage for a number of years. It's kind of a mess but nothing a bit of cleanup and a few minor repairs won't fix. There was no mold or mildew, which is always a good thing.\\n\\nAssess damages\\n\\nThe veneer was peeling up in places, and the original drawer pulls were loose and had rubbed big circles in the veneer around the screw holes. I wasn't sure if I could take care of those damaged areas around the drawer pulls but I was going to work hard at it.\\n\\nThe chest was dirty and dusty, and there were spider eggs, lint, and cobwebs in the drawers and the dresser casing. Sticky contact paper covered all the drawer bottoms.\\n\\nMake a plan for the furniture refresh\\n\\nI decided the best action plan was to make all the repairs before cleaning the chest. The first order of business was to remove the contact paper/drawer liner. Most of it pulled up easily. For the really sticky stuff, I used a paint scraper very gently.\\n\\nMake needed repairs\\n\\nOnce I removed the paper, I noticed one of the drawer bottoms had slipped out of the grooves in the front of the drawer. I gently hammered the drawer bottom into the grooves again by lifting the bottom with one hand (level with the grooves) and hammering the back of it into place with the other hand.\\n\\nAfter the drawer bottom was fitted back into the grooves, I used a nail gun to attach it to the drawer back. The bottom of the drawer will no longer be slipping out of the grooves and out the back of the drawer.\\n\\nSeveral of the drawers had loose veneer. At one time, a few repairs were made to the veneer, and there were just a couple of tiny spots where the veneer was missing- hardly noticeable.\\n\\nHaving the proper tools helps\\n\\nI used a small wood pick/thingie to slip the wood glue between the veneer and the drawer front and was really gentle with the veneer because I didn't want it to crack or break. I used clamps to hold the veneer tight to the drawer until the glue dried.\\n\\nI removed a few nails where prior drawer repairs had been made. Then I had to remove a couple of nails where I missed the side of the drawer when shooting the nails to hold the drawer bottom in place. At least I fessed up to it.\\n\\nClean the furniture\\n\\nOnce I made all the repairs, I used a shop vac to get the worst of the dirt. Next, I wiped down the inside of the chest and the drawers with Simple Green.\\n\\nYes, making all the repairs and cleaning the chest is time-consuming, but you don't want to move furniture into your home unless it is in good condition.\\n\\nI dusted the drawer fronts and the outside of the chest with a dry rag. I used no water or cleaning solution on the veneer or the stained wood.\\n\\nRefresh the stained furniture finish\\n\\nNow comes the fun part: making the chest of drawers pretty again. See the dramatic difference between the two drawers in the photo above? The bottom drawer has been wiped down with Howard's Feed-N-Wax, and the top one hasn't been touched up yet.\\n\\nCover minor scratches\\n\\nI used a couple of stain pens to cover the scratches and the worn area around the knob screw hole. The pens are like magic. That's all it took to make the finish shine.\\n\\nThe stain pens were two different brands and two different colors. One was dark walnut, and the other was dark cherry. I used them together. When using stain pens, I always dot the stain on the wood, then wait just a bit and rub it off.\\n\\nThe raw and dull areas of the finish should pick up the stain, and the scratched-up area will blend with the surrounding stained finish.\\n\\nHow to refresh every inch of the furniture\\n\\nI used a small stencil brush to push the Feed-N-Wax into the corners, any tight spaces, and around the wood applique on the mirror and mirror holder.\\n\\nI discovered this trick a few projects ago. The bristles of stencil brushes are firm, and they work well for mushing staining solutions, cleaning products, etc., into tight places.\\n\\nA rag wrapped around a flat-tip screwdriver is great for getting into little grooves like those on the feet. I cleaned the casters/wheels with Simple Green and sprayed them with WD40 when dry.\\n\\nEliminate musty odors\\n\\nTo freshen the drawers, I sprayed the inside with Febreze and let them air out for a few days. The Febreze eliminated the musty odor, and the smell of the Febreze dissipated after a few days. Febreze doesn't just mask odors. It gets rid of them.\\n\\nRefresh and Repair the Mirror\\n\\nThe last piece of the puzzle is the mirror. I cleaned the mirror and then used a heavy-duty stapler to re-attach the back of the mirror in the areas where the nails were missing.\\n\\nRe-attach the back cover\\n\\nStapling was so much easier than nailing the backing into place. You should have a heavy-duty stapler in your tool drawer because it comes in handy for all kinds of projects, including re-covering chair seats.\\n\\nAttach the mirror to the chest\\n\\nI attached the mirror holder to the chest then the JTS and I fitted the mirror to the holder using the original hardware. Sorry, no free hands to take photos of that piece of the puzzle. The metal attachments on the mirror and holder needed a couple of minor adjustments to make the mirror hang straight. Easy enough to do but works better with 4 hands.\\n\\nClean the mirror\\n\\nI used a mix of vinegar and water on a lint free rag to clean the mirror. Then I dried it completely with a paper towel.\\n\\nIsn't the wood gorgeous? I really wasn't sure I could refresh the finish to its original condition but I needn't have worried. The finish is beautiful. I like oak wood but prefer darker stained oak over golden yellow.\\n\\nSelecting the proper furniture knobs for replacement\\n\\nYou guys might recognize those knobs. The ones on the top drawers are new, and I used the others on the wardrobe in our den. I couldn't find any knobs that worked well with the chest, so I put the glittery gold ones on. The owner of the chest was out of town and not available to select new knobs when I was finishing up the makeover.\\n\\nTry several types of knobs\\n\\nShe came by the workshop yesterday with these. Aren't they lovely? They really fit the style and the time period of the chest. I believe she got them at Hobby Lobby.\\n\\nThe chest was made by the Showers Brothers Company in Bloomington, Indiana. I think it was manufactured in the 1930s but I'm not sure.\\n\\nA close look at those curvy feet and beautiful wood. It's always nice to have wheels or casters on furniture.\\n\\nOne more close-up look at the knobs and the curved edge of the chest top. On furniture of this age, oftentimes the top has water rings or scars from years of use, but not this piece. It was well taken care of. If you need help with water stains, there is a good tutorial here at This Old House.\\n\\nI'm so pleased with this restoration and there is no paint involved! You can find another piece I restored and it is from the 1800s here. Saving Antique Furniture From The Paint Brush\\n\\nI always prefer to save the original look of antique or vintage furniture if I can. This vintage porcelain top table is one of my favorite saves. Did you know you can wet sand the porcelain top and remove the worst scratches and imperfections? Watch my video below.\\n\\nSee the project here. How To Clean A Porcelain Enamel Table Top\\n\\nWhat do you guys think? Leave me a note if you have the time, and as always, thanks for being here, Kathy\", \"url\": \"https://petticoatjunktion.com/furniture/antique-furniture-restored/\", \"with\": [\"You can easily refresh and restore antique furniture if the original stained finish isn't too scuffed or marred.\", \"I removed a few nails where prior drawer repairs had been made. Then I had to remove a couple of nails where I missed the side of the drawer when shooting the nails to hold the drawer bottom in place.\", \"Stapling was so much easier than nailing the backing into place. You should have a heavy-duty stapler in your tool drawer because it comes in handy for all kinds of projects\", \"The chest was made by the Showers Brothers Company in Bloomington, Indiana.\", \"See the project here. How To Clean A Porcelain Enamel Table Top\"], \"without\": [\"Upcycled Decor\", \"Repurposed Decor\", \"About/Contact\", \"Privacy Policy\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4672", "input": "https://www.oldcrowsantiques.com/blog/tips-for-restoring-and-refinishing-antique-furniture", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4672\", \"ground_truth_path\": \"source/test/ground-truth/4672.json\", \"ground_truth_sha256\": \"105858e552312cf268f8955efaa6d4d76db9fb007403c9187752fcfc3619235d\", \"html_path\": \"source/test/html/4672.html.gz\", \"html_sha256\": \"b4136b385153e4c30aff75eada85a51194300caf660fc0881e6ecedf8ef3cdec\", \"page_type\": \"article\", \"reference\": \"Beautiful antique furniture can add a unique charm to any home—but only if it's safely restored and refinished. Wood with a worn-through finish, broken wicker seating, and stained or torn fabrics can make antique furniture seem rundown or unsafe.\\n\\nIn this guide, the experts at Old Crows Antiques will walk you through the steps we use to bring antique furniture back to its original state. Keep reading to learn how to restore antiques that needs a little extra love and how to refinish antique furniture that needs an in-depth approach.\\n\\nDetermine What Kind of Restoration a Piece Needs\\n\\nKnowing how to restore antique furniture is a fun skill to learn. There are many types of restoration out there. Deciding which method to use depends on the material and style of the furniture (and the potential damage and wear).\\n\\nBefore beginning any restoration work on antique furniture, it is important to do thorough research to understand the history and value of the piece. This research will help you make informed decisions about the restoration process and ensure that you are not damaging the integrity of the piece with a DIY restoration.\\n\\nSome of the most common types of furniture in need of specialty professional restoration include:\\n\\n- Wood furniture and antiques: Try to avoid modern materials for these projects. Repair artisans can use traditional techniques to restore—not just repair—your heirloom.\\n- Fabric cushions and upholstered furniture: Frequently used cloth furniture may have tears, worn patches, and hems coming loose from the frame. You may need a professional to handle those more complex tasks. But all fabric-based antiques can shine with gentle cleaning.\\n- Wicker furniture: The edges of these seats often come loose or rip, but finding a traditional craftsman is tricky. You can try some DIY repairs or replace it with modern wicker.\\n\\nSigns It's Time to Refinish\\n\\nThe first sign of wear doesn't mean it's time to refinish your antiques. Many interior designers and collectors love the patina or oils that can build up in antique heirlooms over time. Instead, use these signs to gauge whether your furniture needs repair or restoration:\\n\\n- Damage is spreading: A few chips of paint or worn patches are one thing. But if you frequently find yourself cleaning up bits of your antique furniture, talk to a preservation expert.\\n- You don't feel safe or comfortable using it: Over time, even sturdy furniture will start to give way or creak loudly. Once you have to be tentative in how you use your antiques, start considering repairs.\\n- Exposed wood: Paint, polish, and finish to protect the wood from dry rot and humidity. If the finish coat wears away or a crack reveals bare wood, it's time for refinishing.\\n\\nAntique Restoration Supplies Checklist\\n\\nIf you want some hands-on experience in how to restore antique furniture, start with this list of must-have supplies:\\n\\n- Gentle, nonreactive cleaning solutions\\n- Soft rags or microfiber towels\\n- Scraper (for applying wood filler putty or pressing fabric back into narrow seams)\\n- Camera (so you can take pictures of the original condition or record your disassembly process)\\n- Wood oil\\n- Matching the wood finish or clear wax\\n- Gentle rust remover chemical\\n\\nProfessionals know how to restore antique furniture, so we recommend limiting DIY projects to basic cleaning and restoring projects.\\n\\nThe Process of Restoring Antique Furniture\\n\\nFollow these basic steps to restore your antique furniture:\\n\\n1. Decide if it is a job you want to do yourself or if you should turn to a professional. If it needs complex restoration or the furniture has a high dollar value, talk to an antique expert first for advice.\\n2. Clean a test spot on the back or underside of the furniture, using water first and gradually trying gentle cleaners. Use a non-abrasive material. If you are unsure what cleaners or type of cloth to use, stop by our antique mall and speak with our dealers, who can help you find the right product based on the furniture piece's age, material, and wear.\\n3. Apply the same cleaning mixture across the other surfaces until the piece is clean. Make sure you remove only dirt and built-up oil, not the finish (unless you want an in-depth refinishing project).\\n4. Let the furniture dry. During this time, inspect any fabrics for damage.\\n5. Apply a light wax or oil without any silicone. (Products with silicone can cause damage).\\n\\nMaintain the Value of Your Antique Furniture With Expert Restoration\\n\\nOld Crows Antiques has multiple dealers offering refinishing products, including stains, oils, and paints, perfect for restoring your furniture's original luster or changing it up to give it new life (we love refurbished and upcycled at Old Crows!). Stop by the Old Crows Antiques mall in Littleton, CO, to explore 42,000 square feet of antiques, memorabilia, and the perfect restoration and cleaning products for your heirlooms, or stop by for a terrific variety of antique furnishings.\\n\\nImage Credit: amedeoemaja / Ground Picture / kasarp studio / Shutterstock\", \"url\": \"https://www.oldcrowsantiques.com/blog/tips-for-restoring-and-refinishing-antique-furniture\", \"with\": [\"In this guide, the experts at Old Crows Antiques will walk you through the steps we use to bring antique furniture back to its original state\", \"The first sign of wear doesn't mean it's time to refinish your antiques. Many interior designers and collectors love the patina or oils that can build up in antique heirlooms over time\", \"Follow these basic steps to restore your antique furniture:\", \"Old Crows Antiques has multiple dealers offering refinishing products, including stains, oils, and paints, perfect for restoring your furniture's original luster\", \"explore 42,000 square feet of antiques, memorabilia, and the perfect restoration and cleaning products for your heirlooms\"], \"without\": [\"Root Beer Bar\", \"What We Feature\", \"Contact Old Crows Antique Mall\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4679", "input": "https://www.boardgamersanonymous.com/anthonys-top-10-board-games-of-2025/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4679\", \"ground_truth_path\": \"source/test/ground-truth/4679.json\", \"ground_truth_sha256\": \"47fe251c0910fa81fabba1d02ad325de0ce8d1db45735ed5c8634fb341f45e55\", \"html_path\": \"source/test/html/4679.html.gz\", \"html_sha256\": \"fdaf3194c56a532c7a8d91e2b01857453678815e53bf49d9984b928f81b26d69\", \"page_type\": \"article\", \"reference\": \"It's January 3, and I'm finally recording my end-of-year bonus episode. I did this last year and had a blast, so I'm back to share the games that stuck with me the most throughout 2025.\\n\\nOne reason I wait until early January: winter break is the one stretch of the year where I can actually play a bunch of games without interruptions. No clients, no schoolwork, no chaos. Every year, there are a couple of “I need to try this before I finalize my list” titles… and this year, two late plays over the break made the cut.\\n\\nYou can watch a video overview of this list on YouTube here, or you can listen to the audio version (as a $5 Producer Member) on Patreon here.\\n\\nHonorable Mentions (Good, But Not My Top 10)\\n\\nA few games I liked a lot but didn't quite make the final list:\\n\\nRailroad Tiles\\n\\nA clever re-implementation of Railroad Ink as a tile-laying, grid-based drafting game. Drafting tiles from a shared tableau reduces luck and makes it a more strategic puzzle. The base set is a bit vanilla, but there's a lot of extra content from the crowdfunding campaign that improves it.\\n\\nToy Battle\\n\\nA fast, punchy two-player game that looks simple but has surprising depth. It plays like an abstract with area control energy. Something like Small World meets Santorini. Quick, clever, and satisfying.\\n\\nWroth\\n\\nA gorgeous Chip Theory production with neon cyberpunk vibes, asymmetric factions, and fun area control. Multiplayer? Great. Solo/co-op? The implementation felt off. It was close to making my list, but I couldn't justify it when the mode I'd play most didn't land.\\n\\nThe Top 10 Board Games of 2025\\n\\n10) Mistborn: The Deckbuilding Game\\n\\nA licensed deckbuilder that actually feels like the source material. The metal-based system is the hook: you manage different metals, “burn” them, and can overuse them for big surges. Multiplayer can get clunky (deckbuilder attacking with 3–4 players often does), but solo/co-op is excellent, and it captured the world so well that it made me want to reread the books.\\n\\n9) Flamecraft Duel\\n\\nI picked this up at PAX Unplugged for my daughter, and it's been a great surprise. Same charming art and dragon vibes as Flamecraft, but completely different gameplay: a two-player tactical puzzle where you build patterns on a hex grid to complete contracts while trying to disrupt your opponent. It's good in its base form, but it really shines once you add shared goals and the Fancy mode cards.\\n\\n8) Moon Colony Bloodbath\\n\\nI avoided this at first because… the art is rough. Not “campy B-movie rough,” just rough. But the gameplay is shockingly clever: a deck-driven engine-builder where your action cards get diluted over time as more bad stuff floods the deck. You're building systems to survive, but as colonists die off, you literally start tearing your engine apart to keep going. It's tense, inventive, and I keep coming back to it, even if I still wish it looked better.\\n\\n7) The Lord of the Rings: Fate of the Fellowship\\n\\nThis is Pandemic in Middle-earth, and it delivers exactly what you'd hope. The twist isn't that it reinvents the system, but that it boils the Lord of the Rings story into a tight, highly playable co-op that finishes in about an hour. You're managing multiple threats across the board while racing toward the ring objective. Great production, very approachable, and very satisfying if you like Pandemic-style gameplay.\\n\\n6) Shackleton Base: A Journey to the Moon\\n\\nCapitalism on the moon, but in a good way. The standout design choice is the corporation system: the box includes eight corporations, but you choose three per game, and the board behavior changes based on which three you use. That gives the game a ton of replayability and a great puzzle feel. For me, it's slightly bland visually, but mechanically it keeps pulling me back.\\n\\n5) A Place for All My Books\\n\\nA gorgeous, cozy, spatial puzzle about building a book collection, stacking colored book tiles across rooms, traveling into town to acquire and trade, and completing pattern-based goals. The twist is the social battery mechanic: staying home restores you, leaving the house drains you. It's funny, thematic, and clever. But the heart of the game is the satisfying contract/pattern collection puzzle, which is a lot of fun.\\n\\n4) The Elder Scrolls: Betrayal of the Second Era\\n\\nThis one sat on my shelf most of the year because learning it was a project. Once I finally did, it shot straight into my Top 4.\\n\\nIt's Chip Theory's evolution of the Too Many Bones system, layered with Elder Scrolls exploration and a deep, deep character-building framework: races, classes, skill lines, dice types, leveling paths. It's one of the most customizable character experiences I've ever seen in a board game.\\n\\nThe biggest caveat: it's not perfectly balanced for solo one-character play. The game quietly wants you to run two characters, which is doable but slows down the min-max fun I enjoy. Still, it's a monster of a game (in a good way), and I'm excited to play it multiplayer.\\n\\n3) The Anarchy\\n\\nYou're checking boxes across two big sheets while physically building castle walls and responding to threats. The Anarchy isn't a light roll-and-write; it's a full-on strategy game with deep chaining, tight planning, and huge decision density. I love seeing how far this genre can be pushed, and this one pushes hard.\\n\\n2) I, the Children of the Sun\\n\\nMy favorite pure Euro of the year. You get relatively simple actions, but the brilliance is in how they combine and how the game evolves over time. Each round, one action path retires, shrinking the decision space and forcing you to plan for both now and the future. It's strategic without being crushingly heavy, beautiful on the table, and a great example of a game that rewards smart sequencing and long-term planning.\\n\\n1) Star Trek: Captain's Chair\\n\\nThis is the one that hit me hardest.\\n\\nIt's a two-player (or solo) re-implementation of the Imperium system from Turczi and Buckle, but streamlined and locked into a setting where everything feels cohesive. You play as one of six captains, each with unique strategies and complexity levels, building a crew, exploring, gathering allies, developing your tableau, and creating an engine where every card can do multiple things and many stay in play with ongoing triggers.\\n\\nHere's the best part: the rules aren't that hard to teach. The complexity comes from the interaction of your growing tableau, not from an overloaded rulebook. It's my most-played game of the year, and a solo session still runs 90 minutes to two hours, so that should tell you how much I enjoyed it.\\n\\nI'm not even a massive Trekkie (at least not compared to Chris), but the theme clicks because these factions exist in the same universe and feel like they belong together. This one is easily a Top 100 contender for me.\\n\\nThe Full Top 10 List (Quick Reference)\\n\\n1. Star Trek: Captain's Chair\\n2. Ayar: The Children of the Sun\\n3. The Anarchy\\n4. The Elder Scrolls: Betrayal of the Second Era\\n5. A Place for All My Books\\n6. Shackleton Base: A Journey to the Moon\\n7. The Lord of the Rings: Fate of the Fellowship\\n8. Moon Colony Bloodbath\\n9. Flamecraft Duel\\n10. Mistborn: The Deckbuilding Game\\n\\nFinal Thoughts\\n\\nThis wasn't a “Voidfall year” for me—nothing lived on my table for a month straight—but it was still a strong year full of memorable experiences. If I had to bet on which games rise in my all-time rankings over time, Star Trek: Captain's Chair is the surest thing, and Elder Scrolls has enormous potential as I explore more of its content.\", \"url\": \"https://www.boardgamersanonymous.com/anthonys-top-10-board-games-of-2025/\", \"with\": [\"One reason I wait until early January: winter break is the one stretch of the year where I can actually play a bunch of games without interruptions.\", \"I picked this up at PAX Unplugged for my daughter, and it's been a great surprise.\", \"It's Chip Theory's evolution of the Too Many Bones system, layered with Elder Scrolls exploration and a deep, deep character-building framework\", \"The Anarchy isn't a light roll-and-write; it's a full-on strategy game with deep chaining, tight planning, and huge decision density.\", \"The Lord of the Rings: Fate of the Fellowship\"], \"without\": [\"Review Policy\", \"BGA Podcast\", \"Tabletop Toys\", \"Board Game Academics\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4680", "input": "https://www.boardgamequest.com/the-best-board-games-from-2025/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4680\", \"ground_truth_path\": \"source/test/ground-truth/4680.json\", \"ground_truth_sha256\": \"5cf10548f6be3427320e9d045a63f437756fffbaf1b12c04cbf1d9c73563a35b\", \"html_path\": \"source/test/html/4680.html.gz\", \"html_sha256\": \"41068e135b648a93305c58c4f10c7e038b463b956098c33c706f7786cf6b4ddc\", \"page_type\": \"article\", \"reference\": \"Every new year brings about a fresh start, a chance to improve oneself with new year's resolutions (spoiler: they'll be broken by President's Day), and looking forward to a new year (spoiler: that'll be a different post from our most anticipated games). It's also a time to reflect back on the year that was. And in the board game space, that means making a list of our favorite games, which, for some of us, can be as anxiety-inducing as the Gen Con hotel lottery.\\n\\nWe live in a wonderful era of gaming, where no matter what style of game you like, there were probably quite a few quality releases last year. Here are the staff's picks for our favorite board games from 2025.\\n\\nAda's Dream\\n\\nChosen by Victoria\\n\\nThis game lives up to its title as it truly is a dream to play. Ada's Dream is a heavy Eurogame featuring a dice-drafting rondel as a means of interacting with three distinct mini-games. Players embody contemporaries of Ada Lovelace as they work with her to build the first computer. The game leans into this theme with a gorgeous production featuring point-scoring objectives on adorable punchcards and dual-layered gears used to form basic mathematical functions that will help calculate your final score. If the theme alone doesn't entice, there's also some deck-building, track-bumping, multi-use dice (pips, colors, and draft location all have different effects), as well as set-collection, and area control. It's an AP-inducing puzzle with a mixture of short-term tactics as well as long-term strategy that is sure to appeal to lovers of brain-burning heavy Eurogames with multiple routes to victory.\\n\\n1-4 Players • Ages 14+ • 90-120 minutes • $45\\n\\nGalactic Cruise\\n\\nChosen by Andy\\n\\nThe premier name in Heavy Board Games™ is Vital Lacerda, designer of such rulebook beasts as Lisboa, On Mars, and Speakeasy. But in my view, the best “Lacerda” to come out in the current decade, and certainly in 2025, is Galactic Cruise, created by three new designers:, T.K. King, Dennis Northcott, and Koltin Thompson. The similarity is enhanced by the art and graphic design, provided by Lacerda's long-time collaborator, Ian O'Toole, who does a fabulous job with iconography that puts almost the entire rulebook onto the board in a form of 22nd-century hieroglyphics. The point of Galactic Cruise is to build luxury space yachts, equip them with food, fuel, and plenty of oxygen, then create and market interesting itineraries to three different types of travelers, finally launching them into space. You do this in a race with your fellow cruise executives to meet three utterly arbitrary goals set by your soon-to-retire boss, which get increasingly difficult if other executives achieve them first. Add up a salad bar of end-game points, and the winner replaces the retiring CEO. If you like sequential logic puzzles and sending meeples into space, Galactic Cruise could be a hit in your household. Singing the Gilligan's theme song every time you launch is optional.\\n\\n1-4 Players • Ages 14+ • 90-120 minutes • $120\\n\\nArydia The Paths We Dare Tread\\n\\nChosen by James\\n\\nArydia arrived late December 2024, and it was my favorite game from the first half of the year, and it's the only game I've reviewed here on BGQ to get 5 Stars. Normally, I like to pick different games for the first half and year-end, but as much as I liked Smurfs Hidden Village, I couldn't push it ahead at the end of the year. This is, for me, the quintessential co-op RPG-in-a-box with a nice mix of overland and location exploration, puzzle solving, RPG-like encounters with a broad assortment of characters, and combat. The combat system is slick, and rewards clever plays as different abilities and weapons do damage in different directions, with enemy health being pictures of the critters with spaces you're covering with crystals for each hit. Leveling up is satisfying, and how you balance your choices for each ability and stat increase can have large impacts on your ability to pass various challenges. The game is expensive and delivers a premium quality product, but nothing gets destroyed in this green legacy game. I'm only partway through the experience but it's been phenomenal. And I can't wait for the fishing expansion—not because the game needs more, but it'll be an extra thing for that second playthrough I expect to do in the future.\\n\\n1-4 Players • Ages 10+ • 60-240 minutes • $240\\n\\nThe Old King's Crown\\n\\nChosen by Zach\\n\\nPablo Clark descended from on High(lands of Scotland) to gift the world The Old King's Crown. Created entirely by Clark—Designer, Artist, and Writer—plus an assist from none other than Ricky Royal in the Solo mode, The Old King's Crown oozes theme and intrigue.\\n\\nPlayers guide asymmetric factions, each vying for the titular Old King's Crown in a stunningly illustrated aging Kingdom. The game runs through all four seasons 4-6 times to complete a game. Each player starts with an identical deck of multi-use cards, which can be used for various actions. The meat of this game is in the bluffing and gamesmanship of knowing what your opponents have in their hands, where they may deploy them, and how you can counter.\\n\\n1-4 Players • Ages 12+ • 60-120 minutes\\n\\nThe Peak Team\\n\\nChosen by Andrea\\n\\nI was about to be 'that person' and do the whole, 'well it wasn't published in 2025, but the best game I played last year' thing until I remembered that The Peak Team was published in 2025. As I said when I reviewed it, every time I play this game, I like it more than the last time, and I already love it. Peak Team plays co-op or solo, putting you in the role of rangers attempting to traverse varied terrain to document animals. In solo, you are a team leader directing three rangers. Movement is controlled by cards, and the game increases difficulty by adding challenges across 5 different levels. I love everything about this game, and looking back, I can't believe that I rated this only 4 when I did my review.\\n\\n1-5 Players • Ages 8+ • 60 minutes • $35\\n\\nWarfighter: The Tactical Special Forces Card Game\\n\\nChosen by Tony\\n\\nAs is tradition for me, since I've already picked my favorite game of 2025 in my Top 10 Board Games of 2025 list, I instead choose my favorite “new to me” game of the year. And this year, it's the 2014 card game Warfighter. I've been doing a lot of solo gaming lately, and I heard this was a good choice. And it turns out it is (and also for coop). As I am a graphic designer by trade, I found the layout and design of the cards to border on insulting, but the gameplay itself is top-notch. You assemble a squad of special forces units and send them out on a mission. This might be heading into the jungle to take out a narco boss, or into the desert to stop a warlord. In any case, the game has tons of variety, interesting card play, and quick combat resolution. I love how many options there are to kit out your squad and for choosing your mission. I've already gotten a ton of expansions for this one and look forward to playing it more.\\n\\n1-6 Players • Ages 12+ • 30-120 minutes • $69\\n\\nA Place for All My Books\\n\\nChosen by Emma\\n\\nSocial anxiety and book hoarding are two cornerstone elements of my personality, and when you add in my love of board games, A Place for All My Books seems like it was designed just for me. The game got a lot of attention this year as the Barnes & Noble Game of the Year, and I think it deserves the positive buzz. Players visit shops in town collecting books until their social battery runs out, and then try to place those book tokens in their house tableau in a way that matches certain pattern and goal designs. The pieces and art design are beautiful, and it strikes a solidly approachable medium weight that gives it a little more complexity than expected while still being playable with gamers and non-gamers alike.\\n\\n1-4 Players • Ages 10+ • 45 minutes • $45\\n\\nGreat Western Trail: El Paso\\n\\nChosen by April\\n\\nI've always loved Great Western Trail, but there are some things about the game that I find subtly frustrating. The worker track being one, and how darn hard it can be to get the workers you want. Also, as much as I love the game and as much as I want to be a crunchy gamer who adores loads of strategy, sometimes it could be a bit much for my tired mom-brain at the end of a busy day. So I decided to try El Paso, which was supposed to be a somewhat lighter version of Great Western Trail, and I wasn't really sure what to expect. Yet… I sort of fell in love. This game tones down the parts of the original I found exhausting—the tedious upkeep and calculations—while playing up on the things I liked best about it: the deck building and the satisfaction of getting a good sale at the market. I really like how the workers get discarded when you use them, but they're shuffled back into your deck so you gain access to them later, adding a small element of luck and excitement to the game. While I intend to keep the original and usually am not big on owning multiple variations of the same game, this is one I intend to add to my collection because I think it will get played more often.\\n\\n1-4 Players • Ages 12+ • 60-90 minutes • $35\\n\\nVantage\\n\\nChosen by Brian B\\n\\nVantage is my game of the year. While I loved Elder Scrolls, I played Vantage significantly more. It is so easy to teach, to set up, and to play. Gamers and non-gamers both have enjoyed playing Vantage with me and have asked to play again immediately after finishing our game, which hardly EVER happens. They loved the open world design, as well as the dice allocation system; however, their favorite aspect of Vantage was the crazy stories the game created. We still talk about Chris the miner, or when Tom had a gang cruising around the world with him. It is by far the best open-world game I have played, as well as my favorite game I played in 2025!\\n\\n1-6 Players • Ages 8+ • 30-240 minutes • $79\\n\\nMoon Colony Bloodbath\\n\\nChosen by Dawn\\n\\nYou'd think a game you always lose wouldn't be fun, but you would be wrong. In this shared deck-builder designed by Donald Vaccarino, players must quickly build their separate engines before things start to collapse. Simultaneous play makes the game move along briskly. Colonists are currency, and the goal is to keep them alive. Between accidents, robot attacks, and various other unpleasant events, it's a bloodbath for everyone. Essentially, there is one loser, whose colony extinction triggers the end of the game, and the rest of the players take a grim count of their survivors to see who has lost the fewest. Morbidly good.\\n\\n1-5 Players • Ages 12+ • 60 minutes • $49\\n\\nParks: Second Edition\\n\\nChosen by Kerry\\n\\nTwo games from 2025 stand out for me: Parks and Lord of the Rings: Fate of the Fellowship. The newest iteration of Parks has me bringing it to the table regularly for a relatively quick visit through the National Park cards. The game consists of moving your hikers along the board while you compete against other hikers to collect resources to help you accomplish goals, visit parks, and ultimately gain points. Trekking along the board, timing moves, collecting resources, and turning them into points doesn't lose its charm for me, no matter how many plays. The second edition brings together the best of the expansions with some helpful setup and game-play improvements in one package. Whether playing with a group or playing solo, this game brings me joy.\\n\\n1-5 Players • Ages 10+ • 30-60 minutes • $59\\n\\nNemesis: Retaliation\\n\\nChosen by Tahsin\\n\\nCertain movies leave an indelible mark—creating “before and after” moments that change our world for the better. Aliens (1986) was one of those cinematic experiences for me. I missed the first film in theaters and had to suffer watching it on TV, but the sequel was pure terror, excitement, and non-stop, edge-of-your-seat wonder. While I can't claim it fully replicates that specific exhilaration, Nemesis: Retaliation comes incredibly close. It distinguishes itself from typical dice-heavy dungeon crawlers, blending elements of adventure, social deduction, and cooperative nail-biting survival. This installment successfully carries the Nemesis legacy into a new era and, simply put, stands as my favorite game in the series. I won't say it's the most straightforward game in terms of mechanisms and play style, but the blend it offers is unique and deadly, especially for players in it for the experience rather than the win.\\n\\n1-5 Players • Ages 12+ • 120+ minutes\\n\\nStar Wars: Battle of Hoth\\n\\nChosen by Brian W\\n\\nI had high hopes for Star Wars: Battle of Hoth and this game blew away my expectations. I own Battle Cry and have played Memoir '44, but Star Wars: Battle of Hoth is my new favorite Command and Colors game. This game just rocks, with it being highly thematic with scenarios that closely mirror and compliment scenes from The Empires Strikes Back and has great production values. The campaign books use the scenarios that will vary based on the victor which is a simple but great mechanic to add variety and replayability. Also included are leader and support cards which are smart additions to help balance the game and add great options to a player's command deck.\\n\\n2-4 Players • Ages 8+ • 30 minutes • $55\\n\\nWroth\\n\\nChosen by Bailey\\n\\nIn my review for Wroth, I called it “my neon-soaked, unicorn-vomit Game of the Year.” This statement has held true through the latter-half of the year. Hot Streak brings joy, but sits well with games like Ready, Set, Bet. Magical Athlete is amazing, but for my money, doesn't count as a 2025 release. Moon Colony Bloodbath is a blast, but I have found that after repeated plays, it begins to feel a bit stale. While it may seem like Wroth is my Game of the Year by default, that couldn't be further from the truth. As an avid area-control fan, the fact that this is the only area-control game I still own should stick out as a sign of the game's quality, variety, and depth. It's easy to learn, hard to master, and a conniving, cheeky experience where anything is possible, and only the sneakiest of snakes have a chance to win. It deserves Game of the Year, even in a year as crowded and top-notch as this one.\\n\\n1-4 Players • Ages 10+ • 60 minutes • $65\\n\\nMagical Athlete\\n\\nChosen by Chris\\n\\nI played 36 games that were released in 2025. I don't know if that's a lot compared to the rest of the staff (or even you, Dear Reader), but it does mean that I had a lot of options from which to make a selection. A few of my favorites I'm not picking are Moon Colony Bloodbath, Spooktacular, Tag Team, Zenith, Ra and Write, and Citizens of the Spark. All of these landed near the top of the charts for me and will be getting votes when (SPOILER ALERT) the folks here at BGQ start picking our annual awards. The game I'm ultimately choosing is a bit of a cheat since it's a reimagining of an old game, but this new edition is spruced up, tweaked, and an absolute blast. Magical Athlete is a concept so simple and goofy that it's easily dismissible, but never before has a roll and move with limited choices been this much fun. Since its arrival, I've played it way more than any other game from last year, and I've never not had fun. And there's even a decent strategy when deciding which characters to draft and then when to actually run them in a race. The only real problem with the game? I want more. More athletes. More tracks. More magic. And I want all of it yesterday.\\n\\n2-6 Players • Ages 6+ • 30 minutes • $29\\n\\nStar Trek: Captain's Chair\\n\\nChosen by Marcus\\n\\nThis is a bit of a cheat, since it wasn't actually widely available till 2025 (and mine not arriving till April), despite early copies being available in 2024. Being a big fan of Star Trek-themed games, I'm always interested in trying new ones, and I was pretty excited for this one after reading Tony's review in late 2024. It is a deck-building game in a literal sense, but it doesn't feel like much of the genre. Building a deck is certainly a core concept, but only to a point, to allow you to complete very specific missions efficiently. Finding the way to get there is always a strategic challenge. The thematic conceit of the game is that you are in a training simulator in the time of Star Trek Discovery seasons 3-5, and it has been programmed with various captains and enemies from across time and space. So just a good excuse to mash everything up, basically. With 6 different captains in the base set from across the franchise's history, and a progressively more brutal A.I. difficulty scale for the solo player, there's a lot of replay value (i.e., it's a great way to lose a lot of time). With the next two sets coming out sometime in the near future—or at least the near future in WizKids time—the possibilities will be endless.\\n\\n1-2 Players • Ages 14+ • 60-120 minutes • $59\", \"url\": \"https://www.boardgamequest.com/the-best-board-games-from-2025/\", \"with\": [\"We live in a wonderful era of gaming, where no matter what style of game you like, there were probably quite a few quality releases last year.\", \"I was about to be 'that person' and do the whole, 'well it wasn't published in 2025, but the best game I played last year' thing\", \"You'd think a game you always lose wouldn't be fun, but you would be wrong.\", \"This is a bit of a cheat, since it wasn't actually widely available till 2025 (and mine not arriving till April), despite early copies being available in 2024.\", \"As an avid area-control fan, the fact that this is the only area-control game I still own should stick out as a sign of the game's quality\"], \"without\": [\"Game Reviews\", \"Kickstarter Game Previews\", \"Quest Lists\", \"Digital Board Game Reviews\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4683", "input": "https://www.eneba.com/hub/collectibles/best-strategy-board-games/?srsltid=AfmBOoq2fVNHlOWwJmPgjglgifcNSheEvvosyFH2-l5zCi7FRnwww9Y_", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4683\", \"ground_truth_path\": \"source/test/ground-truth/4683.json\", \"ground_truth_sha256\": \"a56aa675b2eb2d0d3ee2c8d7da24075f79ad360e8cf1125aefd291fde07a81f3\", \"html_path\": \"source/test/html/4683.html.gz\", \"html_sha256\": \"588f53257865898b4e9872bb44ba85ca3926590c42d3485cac0bb850987e8436\", \"page_type\": \"article\", \"reference\": \"When it comes to the best strategy board games, everyone's got their own ideal. Some might like games that are simple to learn but difficult to master. Others might prefer games with a massive scope and a lot of complexity.\\n\\nStill more might prefer a nice balance between the two. Whatever the case, you'll need a mix of brainpower and daring to succeed in these games.\\n\\nWhichever you prefer, I've got you covered. In this list, we'll run through 18 of the best strategy board games that you can play right now with either friends on game night, or on your own.\\n\\nOur Top Picks for Strategy Board Games\\n\\nWhile every strategy board game is great, some of them stand well above the others:\\n\\n1. This War of Mine (2017) - Survival in the midst of a siege isn't just a strategic challenge, but it's also a harrowing, morally complex affair. How will you live?\\n2. Catan (1995) - This timeless economic strategy board game continues to delight with its simple premise that's fairly easy to learn but difficult to master.\\n3. Frosthaven (2022) - The sequel to Gloomhaven, Frosthaven blends a little bit of everything: character RPG, mysteries, town building, and more.\\n\\nIf these aren't your jam, don't worry. There's plenty more strategy games to sink your teeth into, so do read on.\\n\\n18 Best Strategy Board Games for Both Novices and Masterminds\\n\\nNow, picking out strategy games isn't a simple matter of \\\"just get the most complicated games possible\\\". Great strategy board games should be strategically deep enough to satisfy veterans, but also approachable enough that there's always room for new players at the table.\\n\\nThat said, each of these games offer a nice mix of complexity and strategic depth, as well as accessibility for new players...and maybe a bit of luck to shake things up.\\n\\nLet's get on to the list. How many of these great strategy board games have you tried?\\n\\n1. This War of Mine [Emotional Survival Strategy With Tough Moral Decisions]\\n\\nOur Score: 10\\nTheme: Survival\\nPlayer Count: 1-6\\nPlay Time: ~2 hours\\nComplexity: Simple\\n\\nFirst on this list is This War of Mine, one of the best PC games I've had the pleasure of trying out and an absolute gut punch that's been adapted to board game form. Inspired by the Sarajevo siege, this war sees you not as an elite commando, nor even as a regular platoon, but rather, a group of civilians eking out an existence in a war-torn city.\\n\\nThis War of Mine provides an interesting twist on the usual power fantasy that games offer. It's moody and honestly kind of depressing at times, but it's this uniqueness that makes it a must-play.\\n\\nTo survive the siege of Pogoren, you and your handful of survivors have to be wary not only of trigger-happy soldiers (from both sides too), but also find food, water, and medicine among the ruins. Life goes on, even in the midst of this hell, and everything can go south in the blink of an eye.\\n\\nThis War of Mine doesn't pull any punches when it comes to the naked savagery that survival requires. As you struggle to see just one more day, you'll be confronted with meaningful, morally challenging decisions, such as whether to risk your life scavenging in the streets, or take supplies from other survivors too weak to fight back.\\n\\nAnd when the war ends (because it does eventually end), you'll be left with the empty echoes of a rubble-strewn city. In the silence that follows as you try to rebuild, you'll have to answer one simple yet deadly question: did the war show you who you really are?\\n\\nMy Verdict: Both the This War of Mine video game and board game are definitely worth playing for their brutal honesty and moral depth.\\n\\n2. Catan [Iconic Resource-Trading and Settlement-Building Strategy Game]\\n\\nOur Score: 9.8\\nTheme: Economic\\nPlayer Count: 3-4, 5-6 with an expansion\\nPlay Time: ~2 hours\\nComplexity: Simple\\n\\nBack when I was still a student (I have a long and complicated relationship with academia), I had a friend who wouldn't shut up about Settlers of Catan. Years later, when I finally got to sit down and try it, I realized his hype was completely justified.\\n\\nYou and your rivals chance upon the lush, unsettled island of Catan, so naturally, you'll all race to be its lord and master. This is done not just by exploiting and trading resources, but by spending them to build great cities and vast roads. Each great task you complete awards you a certain amount of victory points, and enough points wins you the game.\\n\\nEvery game of Catan plays out very differently, depending on who you're playing with. Each player has their own strategy, which is in turn molded by how their rivals think. All in all, it's kind of like playing multiplayer Civilization.\\n\\nThis means that while it's not strictly a 4X, Catan certainly feels like one. There's a ton of strategy involved, even when it comes to just trading resources. The supplies your rivals offer you will secure your foothold, sure, but are you willing to run the risk of them getting a massive lead with what they ask in return?\\n\\nAs if the base game didn't offer enough already, Catan also has a wealth of expansions. Not only does it have a base game expansion to accommodate 5-6 players, but it also has content addons in the form of more lands to explore, external threats to defend against, and different game modes.\\n\\nMy Verdict: Catan is an outstanding gateway strategy game that has a little bit of everything, while remaining accessible enough for even new players.\\n\\n3. Frosthaven [Deep Tactical Campaign With RPG-Style Progression]\\n\\nOur Score: 9.5\\nTheme: City building, RPG, combat\\nPlayer Count: 1-4\\nPlay Time: Varied\\nComplexity: Fair\\n\\nIf the name sounds familiar, you're not alone. Frosthaven is the sequel to the well-renowned Gloomhaven, which was already a deep dive into the lives of adventurers and held to be one of the best tabletop RPG games outside of Dungeons & Dragons. All this to say that the sequel is even bigger and better, not to mention colder and wilder.\\n\\nFrosthaven takes Gloomhaven up to eleven with just how many systems are added on. It's dauntingly complex at the start, sure, but once you get used to it, you'll appreciate just how deep Frosthaven is.\\n\\nIn Frosthaven, you and your party play as adventurers dispatched to a frigid outpost in the northern frontiers. Life here is harsh, not just because of the cold, but also because of the many hostile forces in the area, such as the wild Algox and the bestial Lurkers.\\n\\nIt's not just adventuring you need to deal with this time, though. You'll also need to navigate many events, from seasonal shifts between calm summer and unforgiving winter, lots of puzzles to solve, and even some town management as you grow a humble outpost into a livable settlement. At least it's better than lean-tos and tents.\\n\\nOf course, it wouldn't be an Isaac Childres game without character progression, and Frosthaven has oodles of that. With a new 100-scenario campaign, as well as support for characters and items from Gloomhaven, Frosthaven is sure to scratch that RPG itch, even as you struggle to survive in its frozen wastes.\\n\\nMy Verdict: Frosthaven is an utterly massive game that has a bit of everything. If you're looking to run just one long-term campaign with family or friends, this one's a fantastic choice.\\n\\n4. Battleship [Classic Deduction and Strategic Positioning Duel]\\n\\nOur Score: 9.2\\nTheme: Logic, positioning\\nPlayer Count: 2\\nPlay Time: Varies, usually up to 1 hour.\\nComplexity: Trivial\\n\\nBattleship is a game that's had a long history, with documents showing it was being played even in 1907. It's not hard to see why; with its simple yet deep systems and combination of logical deduction and intelligent guesswork, Battleship is a game for the ages.\\n\\nBattleship is great fun, but its main appeal lies in just how simple it is. If you're looking to get someone into board games, this is a great starting point.\\n\\nAt its core, Battleship is a simple yet tense head-to-head deduction strategy game. You and your opponent lay out your ships on a grid and take turns shooting spots. Each shot that hits a ship damages it, and once all parts have been hit, the ship is sunk. Naturally, the last player standing wins. Such a dedicated focus on one versus one mechanics ensures that it remains a definitive title among the top two player board games covering this genre.\\n\\nBut while its premise is simple, Battleship still demands some level of strategy. Do you put your ships far apart to make them harder to hit, or do you put them close together because your opponent won't be expecting that? Do you hit close-together tiles, or do you know your opponent well enough to know that they'll spread out?\\n\\nLastly, because of its simplicity, Battleship can be played virtually everywhere; people back in World War 1 were playing it on paper. I'd still recommend getting a board though as it's nice to have actual models and a grid...and a way to ensure your opponent isn't cheating. It's happened a lot.\\n\\nMy Verdict: Battleship stands out as a simple yet fun and quick game that can be played virtually anywhere.\\n\\n5. Splendor [Elegant Engine-Building and Resource Optimization Strategy]\\n\\nOur Score: 9.1\\nTheme: Engine building\\nPlayer Count: 2-4\\nPlay Time: ~20-30 minutes\\nComplexity: Simple\\n\\nAs with Catan, Splendor is a game that revolves around scoring points via economic actions. However, Splendor is also an engine builder, which is a fancy way of saying that you start small, but can invest to make your actions explosively bigger. This means that there's a large amount of strategy involved in this gem-centered board game.\\n\\nSplendor is a game for up to 4 players. Each player assumes the role of a gem merchant in the renaissance, and you'll be competing with your rivals for prestige points. To get these points, you'll need to use gems. Gems, in turn, can be used to buy developments, upgrade cards that permanently provide you with their listed gems. So yeah, things ramp up rather quickly.\\n\\nWith the random nature of when specific development cards will appear (if at all), Splendor is a delightfully unpredictable game that challenges you to improvise on the fly.\\n\\nSplendor's metagame revolves around not just snapping up prime developments to boost your income, but also anticipating and denying key developments your opponents might want. Since you and your opponents will be vying for the most prestige points, reserving developments (especially if they're one off from a noble's patronage) is very important.\\n\\nNow, Splendor is fairly simple to pick up and learn. But while it's easy to learn, it's incredibly deep. After all, with how random each of the decks can get as well as the wealth of actions each player can take, who knows how things will play out this round?\\n\\nMy Verdict: Splendor is easy to learn, but even veteran strategists are sure to get a kick out of its elegant engine building and unpredictable nature.\\n\\n6. Root [Asymmetric Woodland War Strategy With Unique Factions]\\n\\nOur Score: 9\\nTheme: Asymmetric warfare, 4X-ish\\nPlayer Count: 2-4 (more with expansions)\\nPlay Time: ~1 hour\\nComplexity: Complex (asymmetric factions)\\n\\nA lot of the board games on this list do their best to give each player an even playing field. However, Root, like Catan, challenges players to play their (figurative) hand of cards. See, unlike other strategy board games about combat, Root distinguishes itself off the bat via its asymmetric factions.\\n\\nEach player will choose from one of four factions: the engine building Marquise de Cat, the decree-bound Eyrie Dynasties, the guerilla Woodland Alliance, or the opportunistic Vagabond. While they're all under the umbrella of Root, each of these factions varies in playstyle, so much so that you'll feel like you're playing a different game.\\n\\nEach of Root's factions requires different tactics to both play as and against. This means that Root's strategy depth is on a whole other level, and that's not even factoring in each player's individual strategies yet.\\n\\nRoot follows the standard formula of scoring points to win, but it also shakes things up by offering each faction unique ways to score points. The Marquise de Cat player, for example, gains points for constructing new buildings for their forest workshops, while the Vagabond player wants to explore ruins and improve relations with everyone.\\n\\nBecause of how deep Root's strategy is, expect to spend a couple of games learning the ins and outs of each faction. And even once you've learned how to play and counter a faction, Root's unpredictable battlefield also means that you'll need to master adaptive tactics, as well as clever (and sneaky) impromptu alliances to ensure that your faction comes out on top.\\n\\nMy Verdict: Root is a strategy board game dream. On top of the complexity of adapting to other players' moves, few games boast as much strategic depth as Root's factions.\\n\\n7. Heat: Pedal to the Metal [High-Speed Racing Strategy With Hand Management]\\n\\nOur Score: 8.9\\nTheme: Racing, resource management\\nPlayer Count: 1-6\\nPlay Time: ~1 hour\\nComplexity: Simple\\n\\nCard games on motorcycles? How about car races on a board game? Because, as ridiculous as it may sound, that's exactly what Heat offers. And while it may sound silly, it really isn't; this board game racing game is fast, punchy, and challenges its players to take calculated risks in a bid to win it all.\\n\\nHeat's in-your-face action, simultaneous plays, and comeback mechanics mean that each game's stakes are high from start to finish.\\n\\nIn Heat, you'll square off against up to six other players in a race to see who can cross the finish line first. As you'll quickly learn, speed isn't everything, and Heat revolves around careful risk management and the judicious use of your resources. Going all-in might be a good short-term strategy to seize the lead, but how much heat can your car take?\\n\\nUnique among games on this list is Heat's turn system. Rather than each player taking their turn to play, certain actions such as shifting gears or playing cards must be done simultaneously. This lends Heat a sense of urgency, and coupled with how neck and neck races are, things can get really heated really fast.\\n\\nApart from its close-range racing action, Heat is also notable for having a lot of extra modules. The garage module, for instance, introduces some neat upgrade cards, while the weather module adds a whole slew of other elements you need to factor in.\\n\\nMy Verdict: Fast and furious yet strategically deep enough to warrant time to think, Heat is a great game for both new board game players and old hands.\\n\\n8. Carcassonne [Tile-Laying Territory Strategy With Tactical Placement]\\n\\nOur Score: 8.8\\nTheme: Tile placement\\nPlayer Count: 2-5\\nPlay Time: ~1 hour\\nComplexity: Simple\\n\\nOne of the older games on this list, Carcassonne is a medieval city/land builder, where you and your opponents alternate turns to both construct and claim the countryside. This is done by placing tiles to create one complete picture, kinda like a super freeform jigsaw puzzle, and if you've played it, kinda like Drop Duchy.\\n\\nDon't be fooled by Carcassonne's age and gameplay. There are a lot of tricks to this game, and you'll need to become a master not only at placing tiles, but stealing your opponent's points to win games.\\n\\nBuilding the land of Carcassonne isn't the only objective though, as each player must also invest their meeples to lay claim to certain tiles. Whenever you place a tile, you also have the option of claiming it with one of your limited meeples, which must also be placed on a feature. Don't worry, it's a lot simpler than it sounds.\\n\\nAs with many of the games here, Carcassonne runs on a scoring system. However, in Carcassonne, you score points when a feature one of your meeples is on is completed, no matter who finished it. This opens up a whole new metagame of blocking, denying, and sniping features in the race to get ahead. It's also the only way to get meeples back, so yeah.\\n\\nOne of Carcassonne's strengths (and what I believe to be its best) is its sheer simplicity. Like chess, you have a very limited amount of moves that you can make on your turn. Yet, it's the infinite possibilities that each piece (or in this case, tile) creates that makes Carcassonne a strategic masterpiece.\\n\\nMy Verdict: For a game where you really only have two actions, Carcassonne is surprisingly complex and incredibly addictive.\\n\\n9. March of the Ants: Evolved Edition [4X-Inspired Insect Colony Growth and Evolution Strategy]\\n\\nOur Score: 8.7\\nTheme: 4X\\nPlayer Count: 1-5\\nPlay Time: ~1 hour\\nComplexity: Fair\\n\\nMany games on this list, such as Catan, Splendor, and Root, have inklings of a 4X built into them. Logically, the next step would be to create the entire package in compact form, and that's exactly what we get with March of the Ants, a nature-centric foray into the 4X genre.\\n\\nIf the name hasn't tipped you off yet, each player manages their own hive of ants in a bid to control the Great Tunnel. To do that, you'll need to do as 4X empires do: expand the board by strategically placing tiles, explore the tunnels, exploit their resources, and exterminate the other ants via combat and mutating your brood.\\n\\n4X players will find themselves easing into this board game easily, and the reactive phases and close quarters means that there'll be a lot of action from the get-go.\\n\\nMarch of the Ants has multiple paths to victory and so much room for strategic thinking, so much so that playing a game feels very close to a nice round of Civilization. The core exception here is the time commitment, as the designers managed to distill the experience into compact sessions that run for roughly over an hour.\\n\\nOne last thing that I should point out here is that this is the Evolved Edition, not the original from 2015. The Evolved Edition, released in 2025, doesn't just ship with snazzier visuals, but also retooled rules and smoother mechanics for an overall better game...so make sure you're getting the right version.\\n\\nMy Verdict: March of the Ants manages to condense a 4X playthrough into a succinct yet satisfying board game. Definitely a must-try for hardcore strategists.\\n\\n10. Plunder [Pirate-Themed Area Control and Resource Conquest]\\n\\nOur Score: 8.5\\nTheme: Exploration, resource management\\nPlayer Count: 2-6\\nPlay Time: ~2 hours\\nComplexity: Simple\\n\\nBuilding empires might be a bit too grandiose for some, and luckily, there are still strategy-rich games with a less intense spin. Plunder, for instance, puts you in the boots of a pirate captain, each of whom will compete to be the richest soul on the seven seas. This is done by comparing booty in the form of plunder points; the first to hit 10 wins.\\n\\nPlunder stands out with its lack of complexity. Sure, there's a fair amount of strategy involved, but the luck-based combat and simple mechanics make Plunder a good game for younger or less experienced players.\\n\\nThere are many ways to earn plunder points: capture islands, build a fleet, sink other ships, or go treasure hunting. The world, as they say, is your oyster, and how you get your points doesn't matter, so long as you have the most of them.\\n\\nThis means that there's a good deal of strategy involved in Plunder. You can choose to go tall by taking islands and amassing a fleet, or take the adventurous route and chase the X marks on the map for a chance to draw a card from the treasure card deck. The only thing you really need to look out for is plunder points, as anyone getting ten instantly ends the game.\\n\\nPlunder's strength lies in just how simple it is. While it's not as deep as say, Root, the fact that anyone can just jump in, play, and possibly win on their very first game of Plunder makes this an excellent game for game night.\\n\\nMy Verdict: With its basic yet engaging gameplay and easy-to-learn mechanics, Plunder is a great pick for gamers looking for something short, sweet, and fun.\\n\\n11. Risk [Global Conquest Strategy Focused on Troop Deployment]\\n\\nOur Score: 8.4\\nTheme: World conquest, tactics, diplomacy\\nPlayer Count: 2-6\\nPlay Time: ~2 hours\\nComplexity: Simple\\n\\nNo list of strategy board games can be complete without Risk, the grandfather of a lot of modern strategy games. By today's standards, Risk is incredibly simple (some might even venture to say crude), but its legacy is so huge that it was inducted into the U.S. National Toy Hall of Fame in 2021.\\n\\nRisk is a fun, light, and simple childhood classic that can readily serve as an introduction to more advanced games.\\n\\nRisk's gameplay is straightforward. Each player controls armies, which they'll use to conquer 42 territories around the world. Complicating this, of course, is the fact that every player wants to be the new world ruler, so you'll need to duke it out with everyone else and engage in dice-based combat to take their lands.\\n\\nRisk is a game that revolves around aggression. Even though you'll be constantly losing fighting men on both the offense and defense, a steady stream of reinforcements from your controlled territories encourages you to go and stay on the offensive. To the victor go the spoils as well, and cards earned from conquest can be traded in to instantly spawn in new guys.\\n\\nLast, but definitely not least, is diplomacy. While there are no formal rules about alliances in the Risk rulebook, in general, players will generally create informal alliances and not attack each other. As this is a game about conquest, any alliance is bound to be short-lived. Remember: there can only be one.\\n\\nMy Verdict: This popular strategy board game still has plenty of fun to offer even today, and its low difficulty and uncomplicated rules make it great for new players.\\n\\n12. 13th Street Crew [Cooperative Tactical Strategy in Urban Conflict]\\n\\nOur Score: 8.2\\nTheme: Social deduction\\nPlayer Count: 3-7\\nPlay Time: ~1 hour\\nComplexity: Simple\\n\\nAnd speaking of alliances, 13th Street Crew is another game that encourages you to work together. This gritty, urban-tactics social deduction game sees the rise (or fall) of a group of grunts in a crime syndicate. Unlike other games in the same genre though, players can win together...but good luck getting there.\\n\\nJust like many social deduction games, 13th Street Crew gives players hidden roles at the start of a game. While most players will be assigned the rule of thug, there can be police informants hidden among you. Said informant will be seeking to win the game on their own by being the first to amass $15,000, but watch out as sometimes, no one is sus.\\n\\n13th Street Crew doesn't just build on the usual hidden identity game tropes, but also adds a unique spin on it via the job system.\\n\\nControl of the crew is given to the lead player, who rotates after every job and decides which job to take on, as well as who goes with them. Who to bring and who to exclude on a heist is an exercise in itself, as every player, not just the informant, can screw over the whole team by throwing a police presence card into the results pool.\\n\\nThis means that 13th Street Crew is a much richer experience compared to your usual social deduction fare. While it might seem like allying with everyone and winning together is the smart move, rest assured that you can't truly trust anyone on your crew.\\n\\nMy Verdict: 13th Street Crew offers a deeper yet no less fun take on popular hidden identity games, and will require not just strategy, but charisma and a quick tongue.\\n\\n13. Twisted Cryptids [Hidden-Movement and Bluffing Strategy With Mythical Creatures]\\n\\nOur Score: 8\\nTheme: Exploration, resource management\\nPlayer Count: 2-4\\nPlay Time: ~1 hour\\nComplexity: Simple\\n\\nTwisted Cryptids might have a sinister-sounding name, but it's just an act as all the cryptids here are fluffy, and dare I say, cute. In the words of the creators, this is a game about navigating your love-hate relationship with humans. This means that you'll need to both give humans a good show and avoid getting shot and/or turned into a hat.\\n\\nTwisted Cryptids isn't the deepest game on this list for sure, but it's easy to pick up and learn, and the character designs do it a great service.\\n\\nGameplay is pleasantly simple: you select a hiding spot during setup, stack three decks, then resolve events once the humans come out to play. The right kind of attention provides you myth points, while encounters with the wrong type of humans penalizes you. Rounds are short and sweet, with each game of Twisted Cryptids lasting only five rounds.\\n\\nThere can only be one legendary cryptid, and you'll need to use your abilities and select your hiding spots wisely to ensure you get the most attention when the humans come knocking. However, you'll also need to be wary of your fellow beasties, and there are many opportunities to sabotage each other in the form of your \\\"reveal\\\" cards and unique ability.\\n\\nOn top of this, each cryptid also has a unique trait, and fulfilling this trait scores you bonus myth points during scoring. Unlike your abilities, your trait card is hidden from other players until the end, so don't expect many runaway games.\\n\\nMy Verdict: Twisted Cryptids is a unique, charming strategy game that's great for players looking for either an easy, fun game or something that isn't very demanding.\\n\\n14. Wingspan [Nature-Themed Engine-Building Strategy With Card Synergy]\\n\\nOur Score: 7.9\\nTheme: Engine building\\nPlayer Count: 1-5\\nPlay Time: ~1 hour\\nComplexity: Fair\\n\\nWe've seen engine builders about gems and taking over the woodland (via the Cats in Root), so you probably won't be surprised anymore when I tell you that Wingspan is an engine builder about birds. Namely, collecting and raising birds.\\n\\nThis renowned award-winning board game is a serious contender for one of the best strategy board games of all time. There's a lot to love here: soothing gameplay that can be played solo, deep card synergy (which includes how you order your cards), wide room for skill expression, and of course, its absolutely stunning production quality and card art.\\n\\nWingspan has a lot of things going for it, but my personal favorite thing about it is that it can be played solo. The beautiful art and setting combined with its strategic depth all make for some really zen gameplay.\\n\\nTo complete your aviary, you'll need to spend your actions wisely over four rounds, each with a decreasing number of available moves. You'll need to juggle not just scoring points via caches or tucks, but also choose when and where to invest food, eggs, and the order in which you place your birds. All this to say that yes, there is a ton of strategy involved in Wingspan.\\n\\nBase Wingspan already provides a ton of content, but if you're looking for even more birds to add to your collection, you'll be happy to know that the game has several expansion packs featuring birds from locales all over the world, each of which is sure to be a sublime addition to your habitat.\\n\\nMy Verdict: Eye-catchingly beautiful and strategically deep, Wingspan is sure to be a big hit for anyone looking to get their strategy board game fix.\\n\\n15. Ticket to Ride [Route-Planning and Network-Building Railroad Strategy]\\n\\nOur Score: 7.8\\nTheme: Route building\\nPlayer Count: 2-5\\nPlay Time: ~40 minutes\\nComplexity: Trivial\\n\\nTicket to Ride parallels the story of the (completely fictional) Around the World in 80 Days by Jules Verne. In both that story and this board game, you'll play as an enterprising individual attempting to visit as many cities in the U.S. in as short a time as possible.\\n\\nTicket to Ride stands out with both its simplicity and its fun. But while it's simple, Ticket to Ride still provides enough of a risk-reward balance that even hardcore strategists will have fun with it.\\n\\nTicket to Ride's gameplay is a continuous dance between greed and prudence. The easiest way to score points by far is by claiming routes by playing train cards, which you can augment by drawing more cards. Be warned though: expanding your hand comes at the opportunity cost of claiming a route for your turn, and nothing's stopping your foes from nabbing those.\\n\\nThe more effective but much riskier way of scoring points is by completing destination tickets. Each ticket you complete is worth a ton of points, but each one you fail to complete also penalizes you the same amount of points. Since you can choose to draw more tickets during your turn, it's entirely up to you whether to gamble on these or play things safe.\\n\\nPerhaps the best thing about Ticket to Ride is that it's also incredibly easy to learn, which makes it a fantastic family board game. However, this simplicity doesn't come at the cost of the game's depth and while anyone can pick up the game and play proficiently within 20 minutes, it's still an intensely competitive game that's tough to master.\\n\\nMy Verdict: Easy to learn but simple and fun, Ticket to Ride is a good strategy board game for both serious sessions and \\\"for fun\\\" playthroughs.\\n\\n16. Concordia [Elegant Euro Strategy of Trade, Expansion, and Card Efficiency]\\n\\nOur Score: 7.7\\nTheme: Economic\\nPlayer Count: 2-5\\nPlay Time: ~2 hours\\nComplexity: Fair\\n\\nThe Roman goddess Concordia (or the Greek Harmonia, if you refer) embodied the concept of concord, harmony, and peace. So it's quite fitting that this Eurogame named after her is all about peacefully overcoming your opponents through trade. Well, peacefully in a non-violent sense; business is pretty cutthroat, after all.\\n\\nIn Concordia, you'll build a trading network in the Roman era. This means you'll need to send colonists out to establish settlements (or maybe just trading posts) all across Europe. It's not a simple matter of just paying money though, as scaling costs mean that you will need to carefully plan your economy and spend your stored resources efficiently.\\n\\nConcordia isn't just fun to play. It also has minimal to no luck factors involved, so it's perfect for thinking types that like to foresee and plan against every move.\\n\\nConcordia's gameplay revolves around seven personality cards, each of which is played on your turn. All these personalities have different effects that'll help you get ahead, and because every player has an identical hand of cards, victory often boils down to who can use their cards the most skillfully.\\n\\nWhat's especially nice about Concordia is that winning comes not from doing well in a single aspect. Victory Points are earned through a huge variety of actions such as your net worth, your city diversity, and more, so ultimately, the more people you have playing the game and doing stuff, the wilder your Concordia games will get.\\n\\nMy Verdict: Concordia is an elegant, low-luck economic strategy game that's perfect for veteran players looking for something more predictable but still engaging.\\n\\n17. Monopoly [Classic Economic Strategy of Property Building and Negotiation]\\n\\nOur Score: 7.5\\nTheme: Economic\\nPlayer Count: 2-8\\nPlay Time: ~2 hours\\nComplexity: Simple\\n\\nAh, Monopoly. That timeless, ruthless economic negotiation and property strategy game that never ends because no one ever reads the rulebook. Specifically the part where you have to hold an auction if someone doesn’t want to buy a property.\\n\\nIn Monopoly, you and your rivals play the role of land owners trying to establish a monopoly on properties in the area. Players move via dice rolls, and if a player lands on an unowned space (of which there are many), they can buy it. Owned spaces charge non-owners rent if they land on it, and said rent can be bumped up via properties if you own all land of that color.\\n\\nThis means that Monopoly quickly becomes a race to snap up properties and drain your opponents of money. There are limited ways to earn money outside of charging rent, and once the entire board is owned, the game becomes a question of who'll be the last player standing.\\n\\nDespite this, there's lots of room for strategy in Monopoly. You’ll not only need to learn when and where to spend your money, but there's also nothing stopping players from making deals with each other. Just remember that you don't want to give your opponents too much ammo.\\n\\nMy Verdict: Monopoly remains a solid strategy board game, even today. While there are deeper and more strategic games out there, Monopoly's simple, cutthroat gameplay makes it easy to pick up and play.\\n\\n18. Scythe [Engine-Building and Area-Control Strategy in a Dieselpunk World]\\n\\nOur Score: 7.4\\nTheme: Engine building, area control\\nPlayer Count: 1-5\\nPlay Time: ~2 hours\\nComplexity: Fair\\n\\nLast on this list is Scythe, a stunning engine building strategy game set in an alternate dieselpunk version of 1920s Europe in the wake of World War 1. This one's a little bit of everything: engine building, as I mentioned, but also conquest and some 4X. Oh, and the art is crazily good, too.\\n\\nScythe is a complex game, perhaps the most complex on this list. Running an empire and currying the favor of the Factory requires you to be skilled in multiple fronts, such as building resource engines, increasing your power and popularity, deploying units to tiles, and more. Truthfully, it's quite a lot to take in.\\n\\nScythe is one of the top strategy board games when it comes to both breadth and width, might take a while to learn, but once you do get it, you'll find a very rich game waiting for you.\\n\\nApart from this, Scythe's asymmetric factions introduce another learning curve. Each faction has its own quirks, strengths, and weaknesses, so expect to spend some sessions learning the ins and outs of each. Luckily, there's a single player mode, so you can get some practice in.\\n\\nOnce you've pierced through Scythe's admittedly thick shell, you'll find a game that expertly combines elements of both American-style board games and Eurogames. And if you find yourself craving more, Scythe also comes with three major expansions that introduce new factions and even more mechanics.\\n\\nMy Verdict: Both visually impressive and strategically deep, Scythe is sure to satisfy strategy gamers looking for an immersive experience.\\n\\nPractical Tips for Beginners Across Strategy Board Games\\n\\nEven with how broad the scope of these great strategy board games is, there's still just one question that everyone asks: how do they win this? Here's some tips on how to not just win, but also to enjoy your games more.\\n\\nKey Beginner Strategies\\n\\nWhile every game has its own rules, there are several strategies beginners can use to improve their chances of winning.\\n\\nThese strategies need you to:\\n\\n- Understand the win condition and keep your eyes on it. It's all too easy to lose sight of the end goal, especially in bigger games like Root.\\n- Learn the core resource flow. What resources do you get on a regular basis? Where can you spend them? What is the most optimal way to spend them?\\n- Prioritize long-term planning over impulsive moves. Victory is earned step by step, brick by brick. Having a clear vision of your overall plan will help guide your actions.\\n- Watch what your opponents are doing. You can be sure your opponents will also be trying to win. What's their end game? More importantly, what can you do to stop them?\\n- Balance ramping with execution. This one applies more to resource management and engine builders, but you should find a balance between gathering resources and actively using said resources to push you towards your end goal.\\n\\nAnd once you've got those down, you can move on to:\\n\\n- Reading the board. After a few games, you'll have a general direction of how a game goes. Keep an eye on the board for any opportunities that might arise and any foes you might need to hinder.\\n- Spending resources efficiently. I like to say that if you have too many resources in any game, you're not spending them fast enough. These resources won't matter once the game ends, so be sure to use them to further your game plan whenever you can.\\n- Recognizing threats. There's only room for one winner in these games, so it's important to not just recognize who among your rivals is a very clear threat, but also actively find ways to prevent them from reaching their win condition.\\n- Learning to improvise. In the same vein, opponents who see you as a threat will move to stop you. What's your plan B?\\n\\nBeginner-Friendly Habits\\n\\nNo one's a master at anything the first time around, so here are some habits to help you learn strategy games better:\\n\\n- Play your first game expecting to learn, not to win. Winning your first game is a nice bonus, sure, but take your first trip to learn about the intricacies of the game.\\n- Start with simpler strategies. The more moving parts a plan has, the harder it is to keep it afloat. Stick to simpler stuff until you have a better grasp of the game's flow.\\n- Watch your opponents. A good player learns from their mistakes, a great one learns from the mistakes of others. What are your opponents doing? Why are they doing those?\\n- Review your decisions and outcomes. Some things are better understood once they're done. Go over key moments in the game, and try to reason out why things happened the way they did.\\n\\nFAQs\\n\\nWhat is the best strategy board game?\\n\\nThis War of Mine: The Board Game is a strong choice for the best strategy board game if you enjoy survival-focused decision making. It offers deep resource management and tough moral choices that reward careful planning and teamwork.\\n\\nWhat is a strategy board game?\\n\\nA strategy board game is a board game where each player needs to carefully think about their moves, as every move can bring them closer to victory or defeat. These games usually have multiple layers to them, such as resource management, engine building, conflict with other players, and more.\\n\\nWhat is the hardest strategy board game of all time?\\n\\nThe hardest strategy board game of all time depends, once again, on who you ask. There's a clear difference between hard as in difficult (in which case it'd depend on your opponents) and hard as in complex (in which case there are a lot of games that could take the title).\\n\\nWhat is the easiest strategy board game ever?\\n\\nThe easiest strategy board game ever is a subjective question. As with the hardest game, it's a matter of who you ask, as different opponents can make even an \\\"easy\\\" game hard. That said, in terms of complexity, Battleship is probably the easiest to learn.\\n\\nWhat are the most complex strategy board games?\\n\\nThe most complex strategy board games depend on who you ask, but it's generally agreed that games like A World at War, The Campaign for North Africa, and Advanced Squad Leader are hilariously complex.\\n\\nWhich strategy board game has the most rules?\\n\\nThe strategy board game with the most rules is up in the air as the usual metric here is complexity of rules, not number of rules. While there hasn't been an official count, the game with the most rules is probably one of the most complex ones, like The Campaign for North Africa, which has a ridiculous pasta rule. Yes, pasta.\\n\\nAre there any good strategy board games that are easy to learn but are surprisingly deep?\\n\\nYes, there are strategy board games that are easy to learn but are surprisingly deep. Off the bat, we have chess and checkers; going further, we have stuff like Carcassonne.\", \"url\": \"https://www.eneba.com/hub/collectibles/best-strategy-board-games/?srsltid=AfmBOoq2fVNHlOWwJmPgjglgifcNSheEvvosyFH2-l5zCi7FRnwww9Y_\", \"with\": [\"you'll need a mix of brainpower and daring to succeed in these games\", \"a group of civilians eking out an existence in a war-torn city\", \"Root distinguishes itself off the bat via its asymmetric factions\", \"a serious contender for one of the best strategy board games of all time\", \"The Campaign for North Africa, which has a ridiculous pasta rule. Yes, pasta.\"], \"without\": [\"Games Guides\", \"Hot Eneba Deals\", \"29 Best Cross-Platform Games to Play With Friends in 2026\", \"10 Best Twin-Stick Shooters of 2026\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4691", "input": "https://www.thewinesociety.com/discover/explore/regional-guides/american-wine-ultimate-guide/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4691\", \"ground_truth_path\": \"source/test/ground-truth/4691.json\", \"ground_truth_sha256\": \"c2e91f9915d26f6953484cccdd475fe228d4cc26717ded13cfec18c167b93ab3\", \"html_path\": \"source/test/html/4691.html.gz\", \"html_sha256\": \"ac75a5274a9e9eef85fc3b12aa548eede3e9d4226641cb3b15825384ad0e746a\", \"page_type\": \"article\", \"reference\": \"Winemaking in America was established by early European colonists. It was greatly shaken by Prohibition in the 1930s, which saw the ripping up of many prized vineyards and it was not until the 1960s that a number of pioneering winemakers began to show the world what America could do.\\n\\nSo read on and explore the amazing variety of styles and grape varieties that this fascinating wineland has to offer.\\n\\nAll USA wines\\n\\nRegions\\n\\nCalifornia\\n\\nCalifornia is by far the biggest producer of wine in the States producing around 90% of the country's total output. Vitis vinifera vines (those suitable for making wine) were brought here in the 1700s by Franciscan missionaries. The gold rush of the following century helped fuel demand for wine and was actively encouraged by the state. Even as early as the 1880s research was being carried out to establish the best regions for growing grapes with a special faculty set up at the University of California (now the world-famous Davis campus).\\n\\nIn more recent times, the late Robert Mondavi is credited with educating Americans on the benefits of good wine and good food, and the pristine, visitor-friendly wineries in California, particularly in Napa, are now the model for wine tourism across the world.\\n\\nCalifornia has been stereotyped as a producer of big, blockbuster-style reds and ripe, oaky whites, and while these wines do exist, elegance and subtlety also play their part, helped by the cool Pacific winds and fog that blow in from the west, with a cooling effect on vineyards as far as 50 miles inland. The most appetising styles come from these cooler regions.\\n\\nNapa and Sonoma are two regions that dominate Californian wine, but other regions are gaining in reputation, particularly those south of San Francisco, such as Paso Robles, Monterey, Santa Cruz Mountains and Santa Maria Valley.\\n\\nCalifornia's star grape varieties are cabernet sauvignon and zinfandel, with good support from pinot noir, chardonnay and a number of Rhône varieties, too.\\n\\nThe Society believes that buying ubiquitous, bland - if well-made - brands is not the way to go, and that finding and following producers you respect and trust is the safer and more rewarding route.\\n\\nProducers to look out for:\\n\\n- Sonoma: Ravenswood, Ridge, Pedroncelli, Joseph Swan\\n- Napa: Dominus, Frog's Leap, Corrison, Silveroak\\n- Santa Maria: Au Bon Climat, Sahndi\\n\\nRead about Au Bon Climat's winemaker owner, Jim Clendenen >\\n\\nOregon\\n\\nOregon has a great reputation for pinot noir and aromatic white wines. The region is on the same latitude as Burgundy, but benefits from more consistently sunny summers and very cool nights. The hilly diverse geological landscape is also reminiscent of Burgundy and as such has attracted many French winemakers including Burgundian experts Drouhin and Jadot.\\n\\nJason Lett is credited as the first person to truly recognise pinot's possible success in Oregon when he spent his honeymoon planting own-rooted pinot vines in the Dundee Hills in 1965 at The Eyrie Vineyard. Fifty years on there are now more than 400 wineries producing pinot noir in Oregon across many sub regional areas, with the Willamette Valley having the greatest concentration of wineries. The pinot noir produced here has higher natural acidity than those from California. They also often have a savoury characteristic on the nose, but generous red berry tart fruits on the palate. These wines can develop great complexity with age and at their best represent some of the most serious fine wines produced in the USA.\\n\\nProducers to look out for: Lemleson, Eyrie, Elk Cove, Cristom\\n\\nWashington\\n\\nThe state of Washington in the Pacific northwest is second after California in terms of importance for wine and offers a great diversity of terroirs. All of the wine growing regions are in Eastern Washington where the Cascade Mountain range acts as a rain barrier allowing for vines to grow. The climate is generally continental with hot dry summers and a significant diurnal temperature flux with summer night time temperatures dropping by more than 15 degrees. Washington is becoming recognised globally for the production of fine cabernet, merlot, riesling and chardonnay.\\n\\nGrape File\\n\\nCabernet sauvignon\\n\\nWhen you think of California, you think of cabernet. Napa cabernet was put firmly on the map in 1976 when a red wine from California (Stag's Leap Wine Cellars' SLV Cabernet Sauvignon) beat the best of Bordeaux in the now-legendary wine tasting, The Judgement of Paris. From that moment on, people took Cal-cabs seriously, not least the French, who were left feeling highly embarrassed - especially the judge who exclaimed 'Ah, back to France!' as he sipped a Napa chardonnay during the tasting.\\n\\nThe Society chooses to skip the ultra-ripe, heavily extracted wines that command ludicrous prices in California, and instead focuses on wines that have been crafted, we believe, more sensibly, with respect to their terroir. Cabernets from Napa are very different from those of Margaret River or Coonawarra in Australia, or those from Chile or South Africa, but it is too simplistic to talk of a generic Napa style.\\n\\nWhile it is true that most Napa cabs possess bold black-fruit flavours with strong tannins, there is a noticeable variation in Napa's sub-regions (AVAs - American Viticultural Areas), which include Rutherford, Oakville, St Helena, Howell Mountain, and Stags Leap. And if you see a label with the word 'Meritage' (an amalgam of 'merit' and 'heritage'), it is merely a synonym for a Bordeaux blend. The term was chosen from about 6,000 entries during a contest in the late 1980s. (Thankfully, another entry, 'Tutti Cali Frutti', was unsuccessful.) Many of California's (and indeed the world's) finest Bordeaux-style reds, such as Ridge and Dominus, choose not to use the term.\\n\\nZinfandel\\n\\nThe origins of zinfandel have recently been traced back to Croatia's obscure crljenak kastelanski grape (an ancestor of Italy's primitivo), which arrived in the United States in 1824. Indeed, The Society was listing California zinfandel as far back as 1883, so its fame had obviously spread far and wide. By the 1880s it had made its way to California where it has made a home. Zinfandel (also known as 'zin') offers rich, fruity, spicy, no-holds-barred flavours. While the big brands continue to churn out sickly-sweet 'blush' zinfandel rosés, thankfully there are plenty of winemakers in California, such as Joel Peterson at Ravenswood who recognises the quality of this variety and treats it seriously.\\n\\nThe zinfandel grape is surprisingly capricious for one that produces such robust red wine. It does not ripen evenly - at least not without a lot of work in the vineyard - and the winemaker's holy grail of full physiological ripeness can be hard to achieve without reaching high sugar levels and, therefore, alcohol. The best wines, often made from the lowest viable yields, will have an intensity of fruit that more than handles the higher alcohol. Older or particularly well-balanced vineyards, notably at Frog's Leap, whose wines have long been produced organically, tend to achieve good levels of ripeness at lower alcohol levels.\\n\\nThe grape's reputation has been knocked somewhat by certain growers favouring quantity over quality with plantings in unsuitably hot climates and yields that were more than was good for it. But in the right hands the grape can really excel across all price levels, producing wine that is muscular, intense, spicy and juicy, yet structured and abundantly fruity. A true California exclusive.\\n\\nPinot noir\\n\\nMore progress has been made with pinot noir in California in recent years than any other variety. It is certainly the fastest-growing in terms of popularity, thanks mainly to the 2004 film Sideways. In the past, Californian pinots had a tendency to be rather jammy and alcoholic, but winemakers are finding the right spots to plant pinot vines, and the results are impressive, with elegant red fruits and delicious perfume. Au Bon Climat in the Santa Maria Valley, south of San Francisco, is a perfect example. Other good spots for pinot are Russian River Valley and Carneros, both in Sonoma.\\n\\nChardonnay\\n\\nOther white grapes do exist in California, but chardonnay has been the dominant force since the 1990s, and shows no signs of slipping. It is the most-planted grape in California, with around 100,000 acres of vineyards. The beauty of chardonnay is its rather neutral character, giving winemakers ample opportunity to put their stamp on it. Styles vary enormously from Burgundian to distinctly generous New World and all stops in between. Thankfully, winemakers are using far less oak than 10-20 years ago, allowing the tropical fruit flavours to shine. Chardonnay fans should look to regions like Monterey, which makes subtle, elegant versions, and also the Sonoma Coast for slightly richer, fuller examples.\\n\\nMerlot\\n\\nIt may never recover from the mauling it received in Sideways, but merlot is a more characterful grape than people give it credit for - as St Emilion and Pomerol producers have proven for years. Merlot may lack the delicacy of pinot noir, but actually, it offers what many wine drinkers are looking for: soft, rich, creamy fruit flavours with no hard edges. It also works brilliantly with cabernet, the latter offering a tannic backbone to merlot's easy charm.\\n\\nRhône varieties\\n\\nSyrah is becoming more popular in the States, as are Rhône varieties generally, with innovative winemakers like Randall Grahm at Bonny Doon experimenting with marsanne, roussanne, viognier, and mourvèdre, among others. A word of warning: if you find a bottle of petite sirah, do not expect it to be a lighter version of syrah/shiraz. Petite sirah (aka durif in Australia) is a dark, tannic variety that produces uncompromising (but very good) wines. Syrah seems to have found its home in Paso Robles.\", \"url\": \"https://www.thewinesociety.com/discover/explore/regional-guides/american-wine-ultimate-guide/\", \"with\": [\"So read on and explore the amazing variety of styles and grape varieties that this fascinating wineland has to offer.\", \"Sonoma: Ravenswood, Ridge, Pedroncelli, Joseph Swan\", \"The Society chooses to skip the ultra-ripe, heavily extracted wines that command ludicrous prices in California\", \"It may never recover from the mauling it received in Sideways, but merlot is a more characterful grape than people give it credit for\", \"The origins of zinfandel have recently been traced back to Croatia's obscure crljenak kastelanski grape\"], \"without\": [\"Become A Member\", \"Gift Membership\", \"Regional guides\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4692", "input": "https://www.primermagazine.com/2022/learn/different-wine-types", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4692\", \"ground_truth_path\": \"source/test/ground-truth/4692.json\", \"ground_truth_sha256\": \"5ca55d5268b5a080407e30e140d219c40a50453fe00cc8ad76157122c9b37abd\", \"html_path\": \"source/test/html/4692.html.gz\", \"html_sha256\": \"55c7317f11ec4be981d312a90513d840b650c4436082c30a9a7916be7a127db9\", \"page_type\": \"article\", \"reference\": \"After reading through this guide, you should have a working knowledge of the different types of wine and enough vocabulary to set out and buy your first serious bottle. (And maybe impress your date with a thing or two.)\\n\\nWine is intimidating.\\n\\nThere are dozens of different types of wine, each with their own ideal pairing foods. And then there's wine snobs – people who describe fermented grape juice as “unctuous.”\\n\\nIt’s a shame, because wine is delicious. With a basic understanding of different types of wine and their tastes you can take a workaday meal and make it extraordinary…or transform a regular hangout into something truly memorable.\\n\\nExpanded and revised 2022\\n\\nAs it turns out, there’s a very good reason to learn about different wines and how they taste.\\n\\nUnderstanding Wine Makes It Taste Better\\n\\nStudies have shown that more complex descriptions of red and white wine actually make those wines taste better. Intuitively, this makes sense. If you have more vocabulary to describe what you’re imbibing, your brain is better able to discern subtler flavors.\\n\\nSo we’ve put together a beginner’s guide to different wine types that will break down the basics of what makes different wines, well, different, and the key descriptors you need to know to get the most out of whatever wine you’re drinking.\\n\\nWhat’s The Difference Between Red And White Wine?\\n\\nOkay, you probably don’t need any help recognizing a white wine versus a red wine. They look different and they certainly taste different as well. But it’s worth your while to understand why these types of wine look and taste so different. The culprit in both cases: the skins, and a little something they bring to the party called tannins. Remember the word tannin and what it means, because wine people talk about tannins a lot.\\n\\nTongue, Meet Tannins\\n\\nWhat are tannins? Tannins are a naturally occurring substance in grapes and other fruits and plants (like tea, for example). The taste of tannin is often described as bitter, causing a dry and puckery feeling in the mouth. Tannins end up in your wine when the vintner allows the skins to sit in the grape juice as it ferments. This is also how wines get their color. Wines that have little or no skin contact end up pink or white, with far fewer tannins. Wines that ferment with the skins for a longer period end up red, with high tannin content. As you’d imagine, red grape skins have more tannins than white grape skins.\\n\\n(Fun fact: you can get a white wine from a red grape by removing the skins from the juice immediately. All the color comes from the skins—even red grapes are white inside.)\\n\\nTypes of Wine\\n\\nRed Wine Types\\n\\nTannin provides the backbone of red wine, which is why you might describe a red wine as “firm” or “leathery” or just plain “bitter.” Tannin also gives red wine texture, making it feel “smooth” and “soft” or “rough” and “chewy.” In general, the darker the wine, the higher the tannin and the “bolder” the taste.\\n\\nPopular red wine varietals: Cabernet Sauvignon, Zinfandel, Merlot, Pinot Noir, Cabernet Franc, Malbec, Syrah (also known as Shiraz), Bordeaux, Barbera, Sangiovese\\n\\nTypes of White Wine\\n\\nWhite wine has tannin, but not enough to make it the star of the show. Instead, white wines are backboned by acidity. That’s why you might say a wine is “crisp” or “tart.” Or, if there isn’t enough acidity, you might call a white wine “flabby” or “flat.”\\n\\nPopular white wine varietals: Chardonnay, Riesling, Sauvignon Blanc, Sémillon, Moscato (Muscat), Pinot Grigio, Gewürztraminer\\n\\nRosé Wine\\n\\nRosé, or blush wine, is pink in color. It gets that way because it is allowed to stay in contact with the red grape skins for a relatively short time compared to red wine. On the spectrum between red and white, rosé is much closer to the light side, with relatively low tannin.\\n\\nPopular rosé wine varietals: Pinot Noir, Zinfandel, Pinot Grigio, Sangiovese\\n\\nCan I Serve Red Wine Cold?\\n\\nThere’s no law against drinking chilled red wine, but there’s a pretty good reason why you shouldn’t, and again, it’s the tannins. Tannins tend to taste bitter as they get cold, which means your darker red wines won’t taste their best when they are as cold as the Rockies. On the other hand, white and rosé wines, with their low tannin content, taste just fine when chilled—but avoid getting them too cold, or you’ll miss out on a lot of the flavor. Of course, it’s all a matter of taste. Some people enjoy their beer at room temperature and their pizza cold. Whatever gets you there.\\n\\nWhat Is Dessert Wine and Sparkling Wine?\\n\\nRed, white and rosé wines that have an alcohol by volume content of 14% or less are considered “table wine” in the U.S. (and “light wine” in Europe). That excludes anything that is sparkling or fortified (i.e., has added alcohol).\\n\\nDessert wine gets its name because it tends to be a sweet wine and comes after a meal. Alcohol (usually brandy) is added to a dessert wine so that it can retain more of its natural sugars, which are typically used up during the fermentation process.\\n\\nPopular dessert wines/fortified wines: Port, Madeira, Vermouth, Sherry, Marsala\\n\\nSparkling wine is wine that has significant carbonation, which can occur as a natural part of the fermentation process or via carbon dioxide injection after fermentation. When reading sparkling wine labels, you’ll also encounter terms that indicate its sweetness/dryness.\\n\\nPopular sparkling wines: Champagne, Prosecco, Cava, sparkling rosé, Moscato, Lambrusco\\n\\nSparkling wines from driest to sweetest:\\n\\n- Brut Nature\\n- Extra Brut\\n- Brut\\n- Extra Dry/Extra Sec/Extra Seco\\n- Dry/Sec/Seco\\n- Demi-Sec/Semi-seco\\n- Doux/Sweet/Dulce.\\n\\nSparkling wine is made from a wide range of red and white grapes. Champagne proper is made from Chardonnay, Pinot Meunier and/or Pinot Noir.\\n\\nIncreasingly, wine drinkers and producers are using the term “sparkling wine” and “champagne” interchangeably, in the same way we might call any facial tissue a Kleenex. Purists insist that only wine produced in the Champagne region of France should rightfully be called champagne or Champagne, but there are no laws in the U.S. governing that distinction. So, if you think you’re getting a steal on a bottle of imported “champagne” for only $12, you should probably check the label a bit more closely.\\n\\nHow To Describe The Taste of Wine\\n\\nSo, to recap: red wine is red because it was fermented with the skins, making it more tannic. White wine has less tannin, and is more acidic. Dessert wines have higher alcohol content and are usually sweeter, and sparkling wine has bubbles.\\n\\nEasy, right? Of course not. Stopping at red vs. white wines would be like ending a discussion on vehicles at cars vs. trucks. If we’re going to peg the kind of wine that you enjoy drinking, we’re going to have to get a bit more specific. Yes, that means we’re going to have to talk about how a wine tastes.\\n\\nThis is where wine drinkers lose most of us. There is perhaps nothing more subjective about humanity than taste, and trying to find common ground when talking about wine seems ill-fated from the start. But in spite of the glut of snobby descriptors for wine that you’ll stumble across, there are a few terms that mean pretty much the same thing to everyone.\\n\\nWhat Are The Four Key Wine Descriptors?\\n\\nSweetness.\\n\\nNeeds no explanation. The opposite of sweet is dry. A wine can also be medium-dry or off-dry (i.e., just a hint of sweetness, but almost too faint to move the needle).\\n\\nAcidity.\\n\\nWe already talked about this. Acidity is a big deal for white wines, and it makes them refreshing and crisp (or “sour” if it’s overdone). Lower acidity makes a wine taste “fat.”\\n\\nTannin.\\n\\nAnother one we’ve already covered. It’s all about the tannins for red wine. High tannin wines are astringent, maybe even bitter and inky. Lower tannin wines are smooth and soft, and depending on your tastes, more drinkable.\\n\\nBody.\\n\\nThis refers to the perceived “weight” and viscosity of the wine. A full-bodied wine feels thick, coating the sides of the glass as you swirl. A light-bodied wine is almost like water. A medium-bodied wine is in-between.\\n\\nThe best way to wrap your taste buds around the four primary wine descriptors is to make yourself a strong cup of tea. Sip it black, without anything added. That’s what something very tannic will taste like (i.e., bitter). Now, add a squeeze of lemon juice and taste it. That’s acidity joining the party. Combined with the tannic taste, it should taste astringent. Now, stir in some sugar for some sweetness. This mellows everything out to make it taste soft.\\n\\nThere’s a fifth thing to be aware of when describing wine—flavor. Unlike the four key descriptors, flavor encompasses every descriptor under the sun and is far more subjective.\\n\\nFlavors.\\n\\nIf you’re not sure, don’t bother diving into descriptors like graphite, barnyard, and other flavors you’ve (hopefully) never tasted. Instead, stick to the most relatable flavors like fruity, earthy, spicy, smoky, or flowery. You may also experience other recognizable fruity flavors such as citrus, apple, peach, black cherry, or pear.\\n\\nNot sure which is which? Go to a wine tasting or visit a wine store and simply ask for some contrasting bottles of wine. Say, “Give me something fruity and give me something earthy.” Or, “Give me a smooth red wine and a bold red wine.” Drinking them back-to-back will give you a good feel for what these terms mean.\\n\\nIn the wine world, you’ll inevitably hear a lot of discussion about “oak” or “oakiness” or “an oaky quality.” Oak flavor infuses wine when it is either fermented or aged in oak barrels. If you’re a whiskey drinker, you already know how much of a big deal oak can be. With wine, oak is just another parameter for taste. Some say oak adds qualities like smokiness, clove, spiciness, or vanilla tones. Others just plain don’t like oaky aromas. If that’s you, go for a wine with low oaky character. Many wines are fermented and aged in stainless steel casks, and are thus not oaky at all (unless the winemaker adds oaky essence after the fact).\\n\\nHot tip: Pair oaky wines with salty food. Salt cuts the bitterness of oak in much the same way that salt makes shots of tequila go down smoother.\\n\\nWhich Starter Wine Should You Buy?\\n\\nIt’s best to start simple so you can isolate what you’re tasting and what it is about a wine that you like or dislike.\\n\\nStart in the $10 to $15 price range. Most wines at this price point are “typical” of their variety and region. Some say that complexity doesn’t start until the $25 level or $35 level, but while you’re in the exploratory phase, it’s better to spare your wallet. That being said, you can find good bottles of wine under $10—it’s just a bit harder.\\n\\nAgain, it’s hard for a beginner to tell how a wine will taste based solely on the varietal. So, above all, don’t be shy about asking for help. Your best bet is to walk into the store and ask for the kind of wine you’re interested in trying. Say, “I want a dry, light-bodied white wine” or “I want to try a full-bodied red.” Or, you could even mention wines that you’ve enjoyed in the past and ask for something similar.\\n\\nAnother good tactic is to ask for a “typical” varietal, e.g., “Find me a typical Pinot Grigio for $15.” Here’s a quick rundown that might help you decide:\\n\\nPopular White Wines\\n\\n- Chardonnay – Fruity, buttery, with a velvety feel that’s atypical to dry white wines.\\n- Pinot Grigio (aka Pinot Gris) – Simple, light-bodied, dry and crisp.\\n- Riesling – Usually very sweet, with intense fruit flavors. Much lighter than chardonnay.\\n- Moscato – Fruity, and often sweet.\\n- Sauvignon blanc – Dry, tart, and acidic, with herbal flavors as well as tropical fruit.\\n\\nPopular Red Wines\\n\\n- Cabernet sauvignon – Full-bodied with herbal notes. Younger cab has rich flavors of currant.\\n- Merlot – Fruity, spicy. Very soft, less tannic than Cabernet sauvignon.\\n- Pinot noir – Delicate and fresh, very soft tannins with fruity aromas.\\n- Zinfandel – Typically zesty, ranges from medium- to full-bodied and dry to off-dry.\\n\\nWhat’s the “Bulleit” Of Wine? A Few Picks…\\n\\nPicking an actual wine and feeling confident you’re getting a decent bottle is, of course, a major barrier for anyone. We’ve been wondering: What wines are similar to Bulleit Rye, as in: affordable, widely available, and generally regarded as good?\\n\\nIt’s a difficult question to answer, since annual variations in climate, grape quality, and a dozen other factors make the year-to-year quality of a wine vary more than a grain-based alcohol. That said, our research indicates these picks are worth consideration as safe, reliable value for your dollar:\\n\\nWhites\\n\\n- Chardonnay: Kendall Jackson Vintner’s Reserve California Chardonnay (approx $13)\\n- Chenin Blanc: Pine Ridge Chenin Blanc + Viognier (approx $14)\\n- Sauvignon blanc: Brancott Estate Marlborough Sauvignon Blanc (approx $12)\\n- Riesling/Pinot Gris/Moscato blend: Hugel et Fils Gentil Alsace (approx $14)\\n\\nReds\\n\\n- Cabernet sauvignon: Beringer Founder’s Estate California Cabernet Sauvignon (approx $10)\\n- Merlot: Chateau Ste. Michelle Columbia Valley Merlot (approx $20)\\n- Zinfandel: Bogle Old Vine California Zinfandel (approx $12)\\n\\nUnderstanding Wine Is A Process\\n\\nTake the next month to buy one new bottle of wine a week (or have a glass out with dinner or at a wine bar). Uncork and take a few moments to taste and describe it using the descriptors above. Make sure you try a different type of wine each week and repeat the same process. At the end of the month you’ll start to feel more comfortable with the vocabulary of wine, which can have a profound effect on your enjoyment.\\n\\nAt the end of the day, you really can’t make a wrong choice. As long as you pay attention to what it is that you don’t like about a wine, each bottle will get you closer to what you do like. Take it one glass at a time and don’t be afraid to admit it if you can’t quite put your finger on something. Focus on enjoying your wine—that’s the entire point.\\n\\nDo you remember the first glass (or box) of wine you really enjoyed? Share it in the comments below!\", \"url\": \"https://www.primermagazine.com/2022/learn/different-wine-types\", \"with\": [\"There are dozens of different types of wine, each with their own ideal pairing foods.\", \"Popular sparkling wines: Champagne, Prosecco, Cava, sparkling rosé, Moscato, Lambrusco\", \"Riesling – Usually very sweet, with intense fruit flavors. Much lighter than chardonnay.\", \"Hot tip: Pair oaky wines with salty food. Salt cuts the bitterness of oak in much the same way that salt makes shots of tequila go down smoother.\", \"Kendall Jackson Vintner’s Reserve California Chardonnay\"], \"without\": [\"The Content\", \"Copyright 2025 Primer Magazine Inc\", \"Privacy Policy\", \"The Non-froofy Side of Wine\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4702", "input": "https://www.grafgrowers.com/5-expert-tips-picking-low-light-houseplants/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4702\", \"ground_truth_path\": \"source/test/ground-truth/4702.json\", \"ground_truth_sha256\": \"dd8f36dc9d26082425560d92a5569eea6b1b7a91300a344387c66b418562f2ee\", \"html_path\": \"source/test/html/4702.html.gz\", \"html_sha256\": \"28cb80aa66ac2c2604b6fe27ff03d0af5acb8041ea062aa664d02eabde2a752e\", \"page_type\": \"article\", \"reference\": \"Living in an apartment with limited sunlight can make it feel impossible to keep plants thriving, particularly during Northeast Ohio's shorter fall and winter days. The good news? Many low light houseplants for apartments can flourish with the right selection and care.\\n\\nAt Graf Growers, we help local plant lovers find greenery that fits their space, lifestyle, and lighting conditions. Our team knows exactly which varieties will brighten your home without constant fuss.\\n\\nTip #1: Look for Deep Green, Sturdy Foliage\\n\\nWhen shopping for plants for tight spaces, leaf appearance is more than just about looks, it's a window into the plant's health and adaptability. Choosing foliage that signals strength and resilience sets you up for success, even in less-than-perfect light conditions.\\n\\nWhy Leaf Color Matters\\n\\nPlants with deep green leaves contain more chlorophyll, which helps them absorb light efficiently, even in dim spaces. This makes them ideal for low light houseplants for apartments that don't get much direct sun.\\n\\nTight-Space Friendly Examples\\n\\nGraf Growers recommends sturdy favorites like the snake plant, ZZ plant, and cast iron plant. These reliable choices from our collection stay healthy with minimal fuss while adding rich color to your space.\\n\\nSmall-Space Advantage\\n\\nPerfect for small space living, these plants can handle shaded corners, infrequent watering, and the occasional skipped care day without losing their charm.\\n\\nBy focusing on strong, deep green foliage, you're not just picking a plant that looks good today, you're choosing one that will continue to thrive in your apartment's environment for years to come.\\n\\nTip #2: Skip High-Light Tropicals\\n\\nChoosing the right plants for your space is about more than looks, it's about giving them the conditions they need to thrive.\\n\\nWhy Avoid Sun-Lovers\\n\\nMany tropical plants, like fiddle leaf figs or birds of paradise, crave hours of direct sunlight. In shaded apartments, they often become leggy, drop leaves, or stop growing altogether.\\n\\nBetter Low-Light Alternatives\\n\\nWe recommend starting with adaptable plants such as pothos or philodendron, both available here at Graf Growers. These varieties thrive in indirect light and are far more forgiving for beginners.\\n\\nExpert Guidance Matters\\n\\nWe help our customers choose plants that will actually thrive in their apartment's lighting conditions. By matching you with the right greenery from the start, we make it easier to enjoy healthy, beautiful plants without constant struggle.\\n\\nThe right match between plant and light makes all the difference. Skip the frustration and let us guide you toward plants that will love your home as much as you do.\\n\\nTip #3: Match Your Plant to Your Light Direction\\n\\nLight isn't just about brightness, it's about direction. Knowing how your windows face can help you choose plants that will flourish instead of fade.\\n\\nUnderstanding Window Orientation\\n\\nNorth-facing windows get the least direct sunlight, making them best for low-light plants. South-facing windows, on the other hand, enjoy steady sun throughout the day, perfect for plants that crave more light. East-facing windows offer gentle morning sun, while west-facing windows bring stronger afternoon rays.\\n\\nAssessing Light Without Tools\\n\\nYou don't need fancy gadgets to figure out your light levels. Sharp, defined shadows mean bright light, while soft, blurry shadows signal lower light. You can also watch how your plants grow. If they lean toward the window, they're reaching for more light.\\n\\nPlacement Strategies for Apartments\\n\\nPlace shade-tolerant plants like snake plants or ZZ plants near north-facing windows. Keep moderate-light lovers such as peace lilies or philodendron a few feet back from a sunny south-facing window. East windows suit many tropicals, while west windows are great for cacti and succulents if they can handle the heat.\\n\\nBy matching your plants to your light, you give them the best chance to thrive. We can help you figure out your home's light personality so you choose greenery that feels right at home.\\n\\nTip #4: Make Use of Artificial Light\\n\\nEven if your apartment doesn't have sunny windows, you can still enjoy healthy indoor plants. Artificial lighting fills in the gaps when natural light isn't enough, keeping your greenery vibrant year-round.\\n\\nWhy Artificial Light Helps\\n\\nGrow lights are a great solution for dim areas like hallways, bathrooms, or basement apartments where sunlight is limited. They give plants the energy they need to grow and thrive.\\n\\nChoosing the Right Lighting\\n\\nIf you don't have enough natural light, look for full-spectrum LED grow lights at local hardware stores or online retailers. These mimic the sunlight plants need for photosynthesis and are energy-efficient. When shopping, choose lights labeled \\\"plant grow lights\\\" to ensure the right spectrum for healthy growth.\\n\\nBeginner Lighting Tips\\n\\nPosition grow lights 6-12 inches above your plants and keep them on for 12-16 hours a day to mimic natural daylight. Avoid running them 24/7, as constant light can stress plants.\\n\\nWith the right artificial light, even the darkest corner of your home can become a lush, green space. Our team can help you find the best lighting for your plants and your space.\\n\\nTip #5: Choose Adaptable, Low-Maintenance Varieties\\n\\nIf you're new to plant care or your schedule keeps you on the go, adaptable, low-maintenance plants can help you enjoy greenery without constant upkeep.\\n\\nWhy Adaptability Matters\\n\\nAdaptable plants adjust to a range of light levels and can handle the occasional missed watering. This makes them ideal for busy apartment dwellers, frequent travelers, or anyone who prefers a forgiving plant collection.\\n\\nBeginner-Friendly Favorites\\n\\nSome of the best beginner plants include pothos, snake plant, and ZZ plant. These varieties are hardy, resilient, and stay beautiful with minimal attention.\\n\\nBuy Local for Better Success\\n\\nPlants from Graf Growers are grown and cared for in Northeast Ohio, so they're already acclimated to local conditions. Plus, you'll get expert advice to help your plants thrive from day one.\\n\\nChoosing plants that thrive with minimal care means you can enjoy a lush, welcoming home without adding extra tasks to your to-do list.\\n\\nCommon Myths About Low-Light Apartment Plants\\n\\nEven experienced plant owners fall for a few common misconceptions about caring for plants in low-light apartments. Understanding what's fact and what's fiction can help you avoid mistakes and keep your greenery thriving.\\n\\nMyth #1: Low-Light Plants Need No Water\\n\\nWhile low-light plants can handle a missed watering better than sun-lovers, they still need regular moisture. As a rule of thumb, check the soil every 1-2 weeks and water when the top inch feels dry. Apartment heating or air conditioning can speed up soil drying, so adjust as needed.\\n\\nMyth #2: Only Windows Matter for Light\\n\\nLight doesn't just come from windows. Reflected light from walls, artificial light from lamps, and even light from open doors or hallways can help plants grow. Experiment with placement to take advantage of all light sources in your space.\\n\\nMyth #3: All Low-Light Plants Are Slow-Growing\\n\\nSome species grow quickly even in low light, while others naturally take their time. Slow growth doesn't always mean poor health. Instead, watch for deep green leaves, firm stems, and normal leaf texture as signs your plant is thriving.\\n\\nMyth #4: Fertilizer Isn't Necessary for Indoor Plants\\n\\nEven low-light plants benefit from occasional feeding, especially when grown in smaller pots where nutrients deplete faster. A balanced, beginner-friendly houseplant fertilizer from Graf Growers can help keep leaves vibrant and growth steady.\\n\\nKnowing the truth behind these myths means you can give your plants exactly what they need with no guesswork and no guilt. The result? Healthier, happier plants that brighten your home all year long.\\n\\nWhy Graf Growers is Your Apartment Plant Partner\\n\\nFinding the right plants for your apartment isn't just about picking something pretty, it's about choosing greenery that will thrive in your specific light and space conditions. That's where Graf Growers comes in.\\n\\nExpertise You Can Trust\\n\\nAt Graf Growers, we understand the unique challenges of growing plants in apartments, from limited natural light to smaller spaces. Our team's local knowledge of Northeast Ohio's climate helps us curate a low-light plant selection that's well-suited to your home. You'll find healthy, thriving plants along with expert guidance on which varieties will work best in your space.\\n\\nSupport Beyond the Sale\\n\\nWe believe plant care doesn't stop once you leave the shop. Our staff is here to answer your questions about watering schedules, soil choices, and pest prevention. Need help repotting or troubleshooting a drooping plant? We're happy to walk you through solutions so your plants stay beautiful and healthy for the long haul.\\n\\nVisit Us for Personalized Advice\\n\\nWhen you shop at Graf Growers in Akron, you're not just browsing plants, you're tapping into a resource for long-term plant success. Stop in to explore our range of low-light apartment plants, and let us help you choose varieties that fit your lifestyle, space, and level of experience.\\n\\nFrom your first visit to years down the road, Graf Growers is here to help your plants thrive in small spaces so your home feels fresh, vibrant, and full of life.\\n\\nLow-Light Apartment Plant FAQs\\n\\nEven seasoned plant owners have questions about keeping greenery happy in a low-light apartment. Here are answers to some of the most common concerns, so you can feel confident caring for your plants.\\n\\nHow Often Should I Water Low-Light Small-Space Plants?\\n\\nWatering needs vary by plant type, but in general, low-light plants require less frequent watering because they grow more slowly. Check the soil with your finger and if the top inch feels dry, it's time to water. Avoid letting plants sit in standing water, as this can lead to root rot.\\n\\nCan Artificial Light Fully Replace Natural Sunlight?\\n\\nYes, but with the right setup. Full-spectrum LED grow lights can mimic the natural wavelengths plants need for photosynthesis. Position them close enough to your plants (but not too close to cause heat stress) and keep them on for about 12-16 hours a day for best results.\\n\\nWhere Should I Place Low-Light Plants in a Small Apartment?\\n\\nAim for bright, indirect light whenever possible such as near a north- or east-facing window. If natural light is minimal, use a grow light in high-traffic areas like your desk, kitchen counter, or bookshelf to combine beauty and function.\\n\\nWhat Are the Signs That a Low-Light Plant Is Struggling?\\n\\nWarning signs include yellowing leaves, leggy growth (tall, weak stems), wilting despite moist soil, and leaves dropping unexpectedly. These can signal issues like overwatering, insufficient light, or poor air circulation. Address the cause quickly to help your plant recover.\\n\\nWhich Low-Light Plants Are Best for Beginners?\\n\\nSome of the easiest apartment plants include pothos, snake plants, peace lilies, and ZZ plants. These varieties tolerate neglect, adapt to different light levels, and require minimal maintenance, perfect for busy schedules or new plant owners.\\n\\nEven in a low-light apartment, you can create a thriving indoor jungle with the right choices and care habits. At Graf Growers, we're always here to help you select plants that will flourish in your unique space.\\n\\nBring Your Low-Light Apartment Plants Home Today\", \"url\": \"https://www.grafgrowers.com/5-expert-tips-picking-low-light-houseplants/\", \"with\": [\"At Graf Growers, we help local plant lovers find greenery that fits their space, lifestyle, and lighting conditions.\", \"Plants with deep green leaves contain more chlorophyll, which helps them absorb light efficiently, even in dim spaces.\", \"North-facing windows get the least direct sunlight, making them best for low-light plants.\", \"Even low-light plants benefit from occasional feeding, especially when grown in smaller pots where nutrients deplete faster.\"], \"without\": [\"Shop Online\", \"Garden Shop Specials\", \"STAY UP-TO-DATE WITH GRAF'S\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4706", "input": "https://extension.umn.edu/planting-and-growing-guides/lighting-indoor-plants", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4706\", \"ground_truth_path\": \"source/test/ground-truth/4706.json\", \"ground_truth_sha256\": \"bf8e650aeebd782409e1443406af18776136c3e914053e72d7c35ba052ffd761\", \"html_path\": \"source/test/html/4706.html.gz\", \"html_sha256\": \"d21e4cea7830812fdb8d4b3910bc3ea60e2f1dd7f8377d59eb0bf2cb6db76f2d\", \"page_type\": \"article\", \"reference\": \"Quick facts\\n\\nSufficient light is important to growing healthy plants.\\n\\nSelect a plant with requirements that match the light environment in your home or office.\\n\\nSupplemental lighting can make up for a lack of natural sunlight.\\n\\nThere are many types of artificial lights in different styles and sizes to fit your needs and budget.\\n\\nAll plants require light for photosynthesis, the process by which a plant uses light to convert carbon dioxide and water into carbohydrates (energy). Oxygen is released as a byproduct of photosynthesis.\\n\\nPlants require this energy to grow, bloom and produce seed. Without adequate light, carbohydrates cannot be manufactured, the energy reserves are depleted and plants die.\\n\\nHow plants are affected by too little or too much light\\nWhen plants lack light, they don't produce chlorophyll (the green pigment in plants), and plants can turn pale green to yellow to white.\\nPlant stems become “leggy,” meaning stems become long and thin and appear to be reaching toward the source of light.\\nA lack of sufficient light causes the plant to grow long spaces on stems between the leaf nodes (the point where a leaf grows out from the stem).\\nPlants without sufficient light may also drop their leaves, especially older leaves.\\nYou may find that a variegated plant (leaves that are white and green) may revert to being solid green.\\nFlowering plants may fail to produce flower buds.\\nPlants exposed to too much light may result in scorched and bleached leaves.\\n\\nChoosing the right plant for your available light\\n\\nBefore getting a plant or starting seeds, determine the quality and hours of natural light in your space. Then choose plants with light requirements that match your indoor environment.\\n\\nWhile a plant may tolerate lower light growing conditions, more light may be required to promote dense foliage and flowering.\\n\\nLow light\\n\\n(PPF: 50-150 umol m-2s-1 / 50-250 foot-candles / 10-15 watts)\\nA low-light plant would be suitable for a north window or a fairly dark corner.\\nLow-light plants require little to no direct light. In their native growing environments, these plants are “understory plants” meaning they grow underneath the branches of larger plants.\\nLow lighting is not sufficient for starting seeds indoors.\\nIn environments with less light, plants grow more slowly and use less water. Avoid overwatering by feeling the soil.\\n\\nMedium light\\n\\n(PPF: 150-250 umol m-2s-1 / 250-1,000 foot-candles / 15-20 watts)\\nA medium-light plant would be suitable for east-facing windows or located near a west-facing window, but out of direct light.\\nYou would need artificial lighting for starting seeds in medium light.\\nLike the low light plants, these plants will not dry out as quickly. Avoid overwatering by feeling the soil.\\n\\nHigh light\\n\\n(PPF: 250-450 umol m-2s-1 / more than 1,000 foot-candles, more than 20 watts)\\nA high-light plant would be suitable for brightly lit locations such as south- or southwest-facing windows.\\nYou may be able to start seeds without artificial lighting, but seeds that need more time indoors, such as tomatoes and peppers, may become leggy without extra light.\\nHigh-light areas can be warm, making plants dry out faster. Check these plants more frequently and water when soil is dry.\\n\\nHouseplants for different indoor light conditions\\n\\nJust like choosing plants for sunny or shady areas of your outdoor garden, it's important to choose plants that will grow in the existing light conditions indoors. And you may decide to add artificial grow lights to increase light energy to your plants.\\n\\nThe following houseplants are listed under the light conditions that provide the best indoor growing environment.\\n\\nLow-light plants\\n\\nLow light is often loosely described as a light level \\\"bright enough to read a newspaper.\\\" Most low-light plants are grown for their foliage, not flowers.\\n\\nA low-light plant would be suitable for a north window or a fairly dark corner. In their native growing environments, these plants are \\\"understory plants\\\" meaning they grow underneath the branches of larger plants.\\nChinese evergreen (Aglaonema)\\nCast iron plant (Aspidistra)\\nPonytail palm (Beaucarnea recurvata)\\nParlor palm (Chamaedorea)\\nDumb cane (Dieffenbachia)\\nDracaena\\nEnglish ivy (Hedera helix)\\nSentry or kentia palm (Howeia)\\nHomalomena\\nPothos (Epipremnum)\\nPhilodendron\\nLady palm (Rhapis excelsa)\\nSnake plant (Dracaena trifasciata; formerly Sansevieria trifasciata)\\nPeace lily (Spathiphyllum)\\nArrowhead plant (Syngonium)\\nZee zee plant (Zamioculcas)\\n\\nMedium-light plants\\n\\nThese plants grow well indoors in areas that are well-lit such as in east-facing windows or near a west-facing window, but out of direct sunlight. You'll often find medium-light plants in spaces where fluorescent lights are on all day such as an office building.\\nAmaryllis (Hippeastrum)\\nElephant ear (Alocasia)\\nNorfolk Island pine (Araucaria)\\nAsparagus fern (Asparagus)\\nFerns\\nRubber plant (Ficus elastica)\\nFiddleleaf fig and weeping fig (Ficus)\\nBegonias (Begonia)\\nSpider plant (Chlorophytum)\\nGrape ivy (Cissus)\\nAucuba leaf (Aucuba Japonica)\\nCroton (Codiaeum)\\nJade plant (Crassula)\\nFlame violet (Episcia)\\nSchefflera (Schefflera)\\nWax plant, Hindu rope plant (Hoya)\\nPeperomia (Peperomia)\\nMonstera (Monstera deliciosa)\\n\\nHigh-light plants\\n\\nHigh light areas are brightly lit locations such as south- or southwest-facing windows. As a rule of thumb, most plants grown for their flowers require high-light growing conditions.\\nCacti and succulents\\nCitrus such as calamondin orange, kumquat, Meyer lemon\\nHibiscus\\nCulinary herbs such as basil (Ocimum), thyme (Thymus), lavender (Lavandula)\\nTi plant (Cordyline)\\nOrchid cactus (Epiphyllum)\\nGardenia (Gardenia)\\nJasmine (Jasminum)\\nKalanchoe (Kalanchoe)\\nGeraniums (Pelargonium)\\nPoinsettia (Poinsettia)\\nNon-hardy azalea (Rhododendron)\\nOrchids\\nCaladium\\n\\nAdding artificial lighting\\n\\nArtificial lighting can be added to make up for the lack of natural sunlight. Once you have an idea of the available light in your space and the plants you'd like to grow, you may decide to add supplemental lighting.\\n\\nThe most common types of lighting include LED and fluorescent bulbs, but you may see incandescent and high-pressure sodium bulbs when shopping around. There are pros and cons to using each type, and all can be found at local hardware stores or online.\\n\\nTypes of grow lights\\n\\nLED (light emitting diode)\\n\\nPros\\nVery energy efficient\\nLong-lasting\\nWide spectrum of light\\nDo not produce too much heat\\nWide variety of styles and sizes\\n\\nCons\\nHigher up-front cost than other bulbs\\nBright lights can be distracting\\n\\nFluorescent\\n\\nPros\\nModerately energy efficient\\nCheaper up-front cost\\nSome only produce light in the blue-green spectrum, but others have a wider spectrum that includes red light; check the label\\n\\nCons\\nDo not last as long as LEDs\\nUse more energy than LEDs\\n\\nIncandescent\\n\\nPros\\nCheapest up-front cost\\n\\nCons\\nEnergy inefficient\\nCreate heat\\nDo not last as long (in some cases)\\nHigh far red light causes plants to stretch\\n\\nHigh-pressure sodium and metal halide\\n\\nPros\\nEmit substantial light over a wide surface area\\nMost commonly used commercial light source\\n\\nCons\\nBetter for large-scale systems due to large size; need to be hung at tall heights\\nOlder technology\\nRelease a lot of heat\\nNot all of the light is usable to plants\\n\\nFactors to consider when you evaluate light\\n\\nLight intensity\\n\\nLight intensity is the brightness of light. The amount of light produced by a bulb is measured in a variety of ways and, unfortunately, two different bulbs may report their light output using different measurements, making it hard to compare. The distance between a light source and a plant impacts the light intensity.\\n\\nWhile there are many ways to measure light, a few common measurements you are likely to see include:\\nPPF (photosynthetic photon flux) is a measure of how much plant-usable light is released by a bulb per second and is measured in micromoles of light per meter per second (umol m-2s-1). You may also see PPFD (photosynthetic photon flux density), which is a measure of PPF as it reaches a surface like a plant leaf. PPFD goes down as your plants get further away from the light source.\\nFoot-candle is the amount of light received by a 1-square-foot surface located one foot away from a light source equal to one candle. It's not used as frequently though you may find this measure in older reference books.\\nLumens are less relevant when considering lighting for plants. Lumens measure how bright the light is to the human eye, and do not measure some of the important wavelengths that plants need to grow.\\nWatts are a measure of the amount of energy needed to produce light, rather than a measure of the actual intensity of the light. Light bulbs should report both watts and another measure of light intensity such as PPF, lumens or foot candles. A more efficient lightbulb will produce more light with fewer watts of energy.\\n\\nDistance from light source\\n\\nKeeping sufficient distance between plants and a light source is especially important when using bulbs that produce a lot of heat, like incandescent and high-pressure sodium. But even with LED and fluorescent lights, maintaining a proper distance helps to ensure healthy plant growth.\\nSeedlings: 4-6 inches (move your light up regularly as they grow)\\nHydroponic lettuce and herbs: 6-12 inches\\nFoliage houseplants: 12-24 inches\\nFlowering houseplants: 6-12 inches\\n\\nLight quality\\n\\nLight quality refers to the wavelength or color of light. The light spectrum is composed of red, orange, yellow, green, blue, indigo and violet light. Sunlight provides all colors of light.\\n\\nThe part of the light spectrum that plants use is called Photosynthetically Active Radiation, which is composed of primarily red and blue light.\\n\\nAs lighting technologies have become more efficient, grow lights that only emit light from the red and blue wavelengths of the light spectrum have become more common.\\n\\nCheck the packaging to see what type of light is emitted by a grow light before buying it; grow lights tend to be labeled as blue, red, or white/balanced light.\\nBlue light or mixed light bulbs are suitable for starting seeds and leafy greens, as well as non-flowering house plants.\\nRed light or mixed light bulbs are suitable for promoting bud formation in flowering plants as well as keeping the plants shorter.\\nWhite lights or mixed/balanced light bulbs are suitable for most plants at any stage of growth.\\n\\nLight duration\\n\\nLight duration (photoperiod) is the number of hours of light a plant needs per 24-hour period. Plants are classified by photoperiod into three categories for flowering response: short day, long day, or day-neutral.\\nShort day indoor plants, such as chrysanthemum, Thanksgiving and Christmas cacti and poinsettia, require short days to flower. You cannot reflower them indoors unless they are grown in short days.\\nLong day plants, such as African violets, gloxinia and tuberous begonias, flower when the daylight exceeds the hours of the night period.\\nDay-neutral plants are insensitive to day length differences for flowering and include indoor plants such as flowering maple (Abutilon), Crossandra, and gerbera daisies.\\n\\nUse a timer to provide supplemental light if growing in a location with less natural light. Set your timer so that plants receive the following total light hours.\\nSeedlings: 16-18 hours per day\\nHydroponic lettuce and herbs: 12-14 hours per day\\nFoliage houseplants: 12-14 hours\\nFlowering houseplants: 14-16 hours\", \"url\": \"https://extension.umn.edu/planting-and-growing-guides/lighting-indoor-plants\", \"with\": [\"Select a plant with requirements that match the light environment in your home or office\", \"A medium-light plant would be suitable for east-facing windows or located near a west-facing window, but out of direct light\", \"Better for large-scale systems due to large size; need to be hung at tall heights\", \"(photosynthetic photon flux) is a measure of how much plant-usable light is released by a bulb per second\", \"Use a timer to provide supplemental light if growing in a location with less natural light\"], \"without\": [\"Animals and livestock\", \"Community development\", \"Crop production\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4709", "input": "https://www.pikenursery.com/garden-guides/houseplants-for-low-light2", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4709\", \"ground_truth_path\": \"source/test/ground-truth/4709.json\", \"ground_truth_sha256\": \"4a45fc9a3fb041244ac42237921b9e06c7cb154c9202756a9642b65877d48776\", \"html_path\": \"source/test/html/4709.html.gz\", \"html_sha256\": \"ddac752910ada38506cc865b3044560805c964511e1a8f1fc4318262b5d7c963\", \"page_type\": \"article\", \"reference\": \"Video: Houseplants for Low Light\\n\\nIf you are unsure of what kind of light an area receives try this simple sheet of paper test. Hold your hand about 8 inches above a sheet of white paper. If you can see a clearly defined shadow, then you have high light. Here is the perfect collection of houseplants for the high, indirect lit places of your home.\\n\\nPothos\\nOne of the easiest houseplants to grow, even if you occasionally forget to water your plants. This trailing vine has pointed, heart-shaped green leaves, sometimes variegated with white, yellow, or pale green. Pothos can thrive in areas that don't get a lot of sunlight or have only fluorescent lighting or even high light.\\n\\nSansevieria\\nAlso known as Snake Plants, this hardy plant features stiff, succulent-like leaves that range from six inches to eight feet tall, depending on the variety. They usually have green banded leaves or variegated with yellow and green.\\n\\nPhilodendron\\nTheir glossy, trailing leaves add a touch of indoor jungle to your home. They are gorgeous when used in hanging baskets, trained along a trellis or on shelf or mantle. They can handle high to low light and even clean the air indoors.\\n\\nPeace Lily\\nThese striking white flowers bloom throughout the year and are accented by dark, glossy foliage. Keep soil moist and place in low to medium light.\\n\\nZZ Plant\\nThis easy to grow houseplant can live almost anywhere! It's dark green shiny foliage adds amazing texture and interest to your indoor space. Place in low to medium light.\\n\\nCalathea\\nThis gorgeous houseplant comes in many different colors and varieties. From dark green, glossy leaves with pale pink stripes to variegated leaves with burgundy undertones, there's a style for everyone! Place in low to medium light.\", \"url\": \"https://www.pikenursery.com/garden-guides/houseplants-for-low-light2\", \"with\": [\"One of the easiest houseplants to grow, even if you occasionally forget to water your plants.\", \"Also known as Snake Plants, this hardy plant features stiff, succulent-like leaves that range from six inches to eight feet tall\", \"These striking white flowers bloom throughout the year and are accented by dark, glossy foliage.\", \"This easy to grow houseplant can live almost anywhere!\"], \"without\": [\"Guarantee & Services\", \"Play in the Dirt Club\", \"Find my store\", \"Garden Guides\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4757", "input": "https://www.glossier.com/en-bg/collections/skincare-sets?srsltid=AfmBOorGBao_0Zz0cm0zwR71MEKIchWInICHCUiWWDGbjYVqPZmQCeRs", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4757\", \"ground_truth_path\": \"source/test/ground-truth/4757.json\", \"ground_truth_sha256\": \"28b2bd197528c1bff26308c9637bf26a3ac39ce76a0bb53cffa30b2502930615\", \"html_path\": \"source/test/html/4757.html.gz\", \"html_sha256\": \"fdfeb6068b4b19e415764fb1f4ca538d615155d60d0611b674365d89e3f67242\", \"page_type\": \"collection\", \"reference\": \"Skincare Sets\\n\\n4 items\\n\\nBalm Dotcom Trio\\nOriginal formula\\nSale price: €49,95\\nRegular price: €57,95\\n\\nThe Super Pack\\nAll three serums\\nSale price: €104,95\\nRegular price: €121,95\\n\\nThe Dewy Look\\nCloud Paint + Futuredew\\nSale price: €51,95\\nRegular price: €64,95\\n\\nSip + Smile Duo\\nSale price: €35,95\\nRegular price: €40,95\", \"url\": \"https://www.glossier.com/en-bg/collections/skincare-sets?srsltid=AfmBOorGBao_0Zz0cm0zwR71MEKIchWInICHCUiWWDGbjYVqPZmQCeRs\", \"with\": [\"Balm Dotcom Trio\", \"The Super Pack\", \"The Dewy Look\", \"Sip + Smile Duo\"], \"without\": [\"Bestsellers\", \"Returns & exchanges\", \"International\", \"Responsible disclosure\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "4762", "input": "https://buy.glossier.com/glossier-you-duo?product=shopify://glossier-admin/8035305128181?tile=68dbf8ac-4c68-473c-a958-8bb0cc483042", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4762\", \"ground_truth_path\": \"source/test/ground-truth/4762.json\", \"ground_truth_sha256\": \"5d0901ec5ae07ff1bc7a233c286e5278f74aee1fff4f8d53000e28b40cc5303b\", \"html_path\": \"source/test/html/4762.html.gz\", \"html_sha256\": \"e517e61fafc85049cb45fc7d11781ffaf753fc0a4f79c7725f806396267fd67f\", \"page_type\": \"collection\", \"reference\": \"Glossier You Duo\\n\\n€88\\n€114\\n\\nGlossier You Fleur Duo\\n\\n€88\\n€114\\n\\nMini Cloud Paint Trio\\n\\n€26\\n\\nMini Ultralip Trio\\n\\n€28\\n\\nGlossier You Wardrobe\\n\\n€15\\n\\nHand Cream\\n\\n€20\\n\\nGlossier Candles\\n\\n€45\\n\\nBody Spritz\\n\\n€35\\n\\nBalm Dotcom\\n\\n€16\", \"url\": \"https://buy.glossier.com/glossier-you-duo?product=shopify://glossier-admin/8035305128181?tile=68dbf8ac-4c68-473c-a958-8bb0cc483042\", \"with\": [\"Glossier You Duo\", \"Mini Cloud Paint Trio\", \"Body Spritz\"], \"without\": [\"fermatcommerce.com\", \"Marketplace for AI Agents\", \"Type to search products\", \"Save $26 with the Limited Edition Holiday Set\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4771", "input": "https://global.bose.com/content/consumer_electronics/b2c_catalog/worldwide/websites/en_ae/product/qc35_ii.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4771\", \"ground_truth_path\": \"source/test/ground-truth/4771.json\", \"ground_truth_sha256\": \"d2c57c013ebba88ada9ec7601cb253fb49e40dd87534b02d8e70206f607d6c18\", \"html_path\": \"source/test/html/4771.html.gz\", \"html_sha256\": \"0283f0386b07faeadc63a2e528162d2e7bafa6ac1b8ca7c80649500727461b41\", \"page_type\": \"product\", \"reference\": \"QuietComfort 35 wireless headphones II\\n\\nOverview\\n\\nWhat happens when you clear away the noisy distractions of the world? Concentration goes to the next level. That’s the power of QuietComfort 35 wireless headphones II. You get deeper into your music, your work or whatever you want to focus on. Proprietary technology continuously monitors and measures outside noise and then cancels it with the opposite signal. But we didn’t stop there. You can also adjust the level of noise cancelling between two levels to better fit your environment. So you can focus—really focus—on what matters.\\n\\nConnect quickly and easily to your headphones with Bluetooth and NFC pairing. Voice prompts will walk you through each step of the process for instant listening. Browse your current library, stream your favourite music services or explore new playlists with one simple connection. It’s music. Any way you want it.\\n\\nAction button\\nAdjust between two levels of noise cancelling.\\n\\nSoft cushion earcup\\nSo it won’t even feel like you’re wearing headphones.\\n\\nAlcantara cushion\\nExtra-comfortable, for all-day wear.\\n\\nImpact resistant\\nDesigned to handle life on the go.\\n\\nCorrosion resistant\\nStrong materials mean they are built to last.\\n\\nMulti-function button\\nGet access to your default voice assistant, like Siri.\\n\\nWhen you want to take your music anywhere, you need headphones built to keep up. With impact-resistant materials, glass-filled nylon and corrosion-resistant stainless steel, they’re engineered to survive life on the go. But when you take them everywhere and listen all day, they have to be comfortable, too. That’s why the QC35 headband isn’t just soft, it’s luxurious. Wrapped in Alcantara®—the soft covering material used in yachts and high-end automobiles—it provides welcome comfort designed for all-day listening. And the plush ear cushions are manufactured from a synthetic protein leather, so it won’t even feel like you’re wearing headphones.\\n\\nEnjoy up to 20 hours of listening, enough time to work through this entire playlist. So you can keep the music—or the quiet—going all day long. And when it finally runs down, a quick 15-minute charge gives you another 2.5 hours. For those rare times when you do get caught without battery power, use the included cable to plug in and keep the music playing.\\n\\nYou want fullness and clarity for your music, regardless of how loud it gets. That’s why our drivers feature volume-optimised EQ for even better performance than before. Get clear, balanced audio performance at any volume and a noise-rejecting dual-microphone system that provides clearer calls, even in noisy environments. So, when you’re playing at low volumes in a quiet office, you get the same, consistent quality as when you need to turn it up on a busy street.\\n\\nThe Bose Connect app gives you easy access to everything your product has to offer. Get tips and personalise your settings, so you can spend more time enjoying the music instead of setting it up.\\n\\nWhether you’re at the airport or the library, you can also choose just how much you want to hear (or not hear) by adjusting the level of noise cancellation. And remember, sharing is caring. You can connect two pairs of wireless Bose headphones, so you and your friend can listen to the same thing at the same time. We hope you have a good playlist lined up.\\n\\nIntroducing the Bose QuietComfort® 35 II Gaming Headset, engineered to play everything. With our award-winning noise cancelling technology and a detachable gaming module, this is the first 2-in-1 gaming and lifestyle headset from Bose. Designed for hours of competitive gaming and music listening, with a classic look and comfortable fit to wear at home, work and everywhere in-between.\\n\\nSpecs\\n\\nFAQs\\n\\nWhat is the difference between QuietComfort 35 wireless headphones and QuietComfort 35 wireless headphones II?\\n\\nQuietComfort 35 wireless headphones II offer the same unmatched combination of acclaimed noise reduction technology, wireless freedom, audio performance, dual-microphone system and 20 hours of battery life as QuietComfort 35 headphones. However, QuietComfort 35 wireless headphones II also have a new Action button on the left earcup. In countries and languages where voice assistants like Amazon Alexa or the Google Assistant are available, the Action button gives you instant access to voice-controlled tasks. In countries where virtual assistants are not available, it lets you quickly toggle through two different ANR settings for optimal performance wherever you go.\\n\\nWhat is TriPort acoustic headphone structure?\\n\\nProprietary TriPort acoustic headphone structure utilises external ports to vent the earcups and effectively enlarge the acoustic volume, without increasing the size of the earcup. The result is better audio and active noise reduction from smaller, lighter, more comfortable headphones. TriPort acoustic headphone structure is used in all of our consumer headphones and headsets.\\n\\nHow is the total noise cancellation in QuietComfort 35 wireless headphones II achieved?\\n\\nQuietComfort 35 wireless headphones II utilise both active and passive noise reduction technologies. They use a sophisticated proprietary electronics approach to active noise reduction, placing microphones both inside and outside the earcups. The electronics system senses the sound in almost any environment and then measures, compares and reacts—instant by instant—to produce an opposing cancellation signal. The passive noise reduction is achieved by the combination of the acoustic design and materials chosen for the earcups and cushions.\\n\\nWhat is NFC?\\n\\nNear Field Communication (NFC) is a short-range wireless technology that enables two NFC-enabled devices to communicate when they are placed in close proximity with one another, typically less than 10 cm (4\\\"). For QuietComfort 35 headphones II, NFC is used to facilitate Bluetooth pairing. When an NFC-enabled device, such as a smartphone, is placed near the right earcup of the headphones, they are paired to the device via Bluetooth. Placing the device near the earcup a second time will unpair the headphones.\\n\\nCan QuietComfort 35 wireless headphones II take calls?\\n\\nYes. QuietComfort 35 wireless headphones II have a dual-microphone system to allow you to use them during calls when connected to a smartphone that supports the Bluetooth HFP profile. In addition to traditional calls, the headphones will work with many apps that use Voice over Internet Protocol (VoIP), such as Skype or FaceTime. The dual-mic system helps reduce wind and background noise to ensure an exceptional far-end experience, while sidetone lets you hear your own voice so you sound natural when speaking on a call. QuietComfort 35 wireless headphones II also support HD Voice.\\n\\nHow do I pair QuietComfort 35 wireless headphones II with my mobile device?\\n\\nFor NFC-enabled phones, simply turn on the headphones by sliding the three-position power switch to the middle position and then tap the back side of your phone to the front of the right earcup, where you see the embossed NFC logo. Follow the prompt to accept a connection. If you don’t have an NFC-enabled phone, first make sure that the headphones are turned on by sliding the three-position power switch to the middle position. Next, toggle the three-position power switch to the Bluetooth icon until the Bluetooth LED flashes blue or the voice-enhanced user interface gives you additional directions. Now, follow the directions within the smartphone’s Bluetooth menu to connect the headphones. Once the connection has been made, the Bluetooth LED will turn white.\\n\\nCan QuietComfort 35 wireless headphones II be connected to two mobile devices simultaneously?\\n\\nYes. Multi-point technology allows QC35 wireless headphones II to maintain a connection to two devices at the same time—for example, an iPad and a smartphone. So while you’re watching a video on the connected iPad, the headphones will automatically pause the video to answer a call from the connected smartphone. When the call has finished, the headphones will swap back to the video on the iPad.\\n\\nWhat is the range of QuietComfort 35 wireless headphones II?\\n\\nQuietComfort 35 wireless headphones II have a range of 9 metres (30 feet) from the source device. It is realistic to describe the range as being the room that the user is in and the adjacent room. This range may be reduced by physical obstructions, such as walls and doors, or by interference from other electronic devices. Pops or a crackling noise may be heard if there’s interference with the Bluetooth connection. If that happens, move away from wireless routers or microwaves and bring your headphones closer to the Bluetooth device.\\n\\nHow do I charge QuietComfort 35 wireless headphones II?\\n\\nQuietComfort 35 wireless headphones II can be charged by using the USB cable supplied in the box and plugging it into a USB port on a computer or a wall charger (sold separately). Allow up to 2.25 hours for the headphones to fully charge. Once they are fully charged, the battery indicator light will turn green. When you don’t have time for a full charge, the fast-charge feature provides up to 2.5 hours of play time from a quick 15-minute charge.\\n\\nHow long will the battery stay charged?\\n\\nQuietComfort 35 wireless headphones II use a rechargeable lithium-ion battery that stays powered for up to 20 hours while using the headphones wirelessly and up to 40 hours for wired use.\\n\\nCan you listen to music when the battery runs down?\\n\\nYes. These headphones allow users to continue to listen to their source even if the battery power is depleted. Without power, neither active noise cancellation nor Active EQ is able to function.\\n\\nCan I charge QuietComfort 35 wireless headphones II from my PC/laptop?\\n\\nYes. QuietComfort 35 wireless headphones II come with a USB cable that allows the headphones to be charged from your PC or laptop. Please note that the PC or laptop must be on and awake in order to charge over USB.\\n\\nWhat are the buttons for on the back of the right earcup?\\n\\nThe larger middle button is the multi-function button. It initiates play/pause and other track controls for videos and music, answers and ends calls, and can also initiate voice commands such as Siri or voice dial. The buttons on either side of the multi-function button are volume +/- buttons. They allow you to easily adjust volume in an intuitive up/down vertical orientation.\\n\\nSupport\\n\\nOwner's guide\\n\\nEnglish\\n\\nMultilingual\\n\\nQuick start guide\", \"url\": \"https://global.bose.com/content/consumer_electronics/b2c_catalog/worldwide/websites/en_ae/product/qc35_ii.html\", \"with\": [\"Action button\\nAdjust between two levels of noise cancelling.\", \"Soft cushion earcup\\nSo it won’t even feel like you’re wearing headphones.\", \"Alcantara cushion\\nExtra-comfortable, for all-day wear.\", \"Impact resistant\\nDesigned to handle life on the go.\"], \"without\": [\"By continuing to use this site\", \"QUICK LINKS\", \"Bose Facebook\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4780", "input": "https://www.yeti.com/drinkware/tumblers/rambler-20oz.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4780\", \"ground_truth_path\": \"source/test/ground-truth/4780.json\", \"ground_truth_sha256\": \"94521bab5fbe8517c7530647784a2c6a9ec50171caa86dfbdba93cee858d0e0e\", \"html_path\": \"source/test/html/4780.html.gz\", \"html_sha256\": \"61b5773b262e5461ac03adea78a5b274988854510eecec2d44e9a54a4b2042e3\", \"page_type\": \"product\", \"reference\": \"YETI Rambler 20 oz Tumbler with MagSlider Lid\\n\\n$35.00\\n\\nA go-to for coffee on the go. Fits in most cupholders.\\n\\n- Cupholder compatible\\n- Splash resistant\\n- Dishwasher safe\\n- Double-wall vacuum insulated\\n\\nAny tumbler that's coming along for the ride needs to be tough enough to keep up. Our fan-favorite Rambler® 20 oz. Tumbler is made from durable stainless steel with double-wall vacuum insulation to protect the temp of your beverage at all costs. Like the entire Rambler® Drinkware Family, the 20 oz. Tumbler and MagSlider™ Lid are dishwasher-safe for easy cleaning. While the magnet on the included MagSlider™ Lid adds an additional barrier of protection for keeping drinks contained and preventing heat or cold from escaping, please note- this magnet component is not leakproof and will not prevent spills.\", \"url\": \"https://www.yeti.com/drinkware/tumblers/rambler-20oz.html\", \"with\": [\"A go-to for coffee on the go. Fits in most cupholders.\", \"Any tumbler that's coming along for the ride needs to be tough enough to keep up.\", \"Cupholder compatible\"], \"without\": [\"Pick Up in Store\", \"Free Returns\", \"Add the essentials\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4781", "input": "https://www.yeti.com/drinkware/tumblers/rambler-30oz.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4781\", \"ground_truth_path\": \"source/test/ground-truth/4781.json\", \"ground_truth_sha256\": \"a2a7527260e16d661a2c7c7cd1c8b350ef39c86cc891e86bed17e4bb3557c7c9\", \"html_path\": \"source/test/html/4781.html.gz\", \"html_sha256\": \"6a027643abfec32e874606127de265870e418e7d7b25e404012368cf1a64742f\", \"page_type\": \"product\", \"reference\": \"YETI Rambler 30 oz Tumbler with MagSlider Lid\\n\\n$40.00\\n\\nYour drink of choice on the go. Fits in most cupholders.\\n\\n- Cupholder compatible\\n- Splash resistant\\n- Dishwasher safe\\n- Double-wall vacuum insulated\\n\\nIced coffee, sweet tea, lemonade, water, you name it, you’re set.\\n\\nThe Rambler 30 oz. is the tumbler that gets you through the day. Your morning brew will stay hot or your iced coffee will stay cold - so take your time. Kitchen-grade stainless steel with double-wall vacuum insulation work together protect your drink at all costs. Like the entire Rambler Drinkware Family, the 30 oz. Tumbler and MagSlider Lid are dishwasher-safe for easy cleaning. While the magnet on the included MagSlider Lid adds an additional barrier of protection for keeping drinks contained and preventing heat or cold from escaping, this magnet slider is not leakproof and will not prevent spills.\", \"url\": \"https://www.yeti.com/drinkware/tumblers/rambler-30oz.html\", \"with\": [\"Your drink of choice on the go. Fits in most cupholders.\", \"Cupholder compatible\", \"Double-wall vacuum insulated\"], \"without\": [\"Pick Up in Store\", \"Free Returns\", \"Add the essentials\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4787", "input": "https://www.btod.com/blog/best-standing-desk-converters/?srsltid=AfmBOoodFB_-HWymvH9--V-04Rd4H93nmoisK2uvnId5B4fR92hx5FOh", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4787\", \"ground_truth_path\": \"source/test/ground-truth/4787.json\", \"ground_truth_sha256\": \"38b7b3ba6f0de08669e110e5fe376cdd181a65d3a93fd187d98bf76174e3b678\", \"html_path\": \"source/test/html/4787.html.gz\", \"html_sha256\": \"b58e4e80e9da97c3c5a4de669abbb6624edf696d3a919255081a125b8186a1fa\", \"page_type\": \"article\", \"reference\": \"Affiliate Disclaimer: We independently review everything we recommend. When you buy through our links, we may earn a commission.\\n\\nI have spent 1,000s of hours learning about, testing, comparing and reviewing dozens of different standing desk converters. I currently have over 40 of them in our testing room. I save them so that we can use them as a reference point for any article we write or customer question we might have.\\n\\nI am confident in saying that you will not find a more extensive resource for standing desk converters than The Learning Center at BTOD.com. If you're looking for a full standing desk, check out our best standing desks in 2026 list here.\\n\\nFull Disclaimer: We are an office furniture dealer and sell some of the products we review. To learn more about the products we sell, our review process and why you can trust us, please visit: Why we're different. Who is BTOD.com and The Breakroom Blog?\\n\\nThe Best Standing Desk Converters Quick Look\\n\\nErgotron WorkFit-S 83/100 Rating – See at amazon.com. The Ergotron WorkFit-S stands out as a versatile standing desk converter, featuring a tilting column design with three tiers. It securely holds monitors, offers an optional work surface, and an adjustable keyboard tray. The ease of adjustment, build quality, and warranty are impressive. Full WorkFit-S Review…\\n\\nVertDesk Converter 82/100 Rating – See at btod.com. The VertDesk Converter impresses with its robust double z-shaped base, exceptional build quality, and smooth, quiet operation thanks to two gas lift cylinders. Infinite position lock and superior stability set it apart. It accommodates dual 24″ monitors and includes a grommet hole for added convenience. Full VertDesk Converter Review…\\n\\nDuke VESA 81/100 Rating – See at btod.com. The American-made Duke Vesa features a durable extruded aluminum column, Vesa-mounted monitors, a keyboard platform, and an extra task space platform. Its gas lift and counterbalance system enable easy one-handed height adjustment. The Duke Vesa stands out as one of the most stable standing desk converters. Full Duke Vesa Review…\\n\\nInnovative Winston 81/100 Rating – See at amazon.com. The Winston WorkStation stands out with its robust vertical metal column and heavy-duty steel base. It boasts a spacious platform for keyboard, mouse, and tasks, along with a Vesa-mounted monitor system capable of handling multiple monitors, including four over 24″. Full Winston Review…\\n\\nHumanscale QuickStand 81/100 Rating – See at amazon.com. The Humanscale QuickStand offers a unique vertical column design with a standard clamp mount for desk attachment or an optional freestanding base. It features Vesa mounts for monitors, dual ergonomic adjustments, and a wire management system with concealed plugs for a tidy workspace. Full QuickStand Review…\\n\\nHealthPostures TaskMate 6100 78/100 Rating – See at amazon.com. The American-made TaskMate Executive boasts a single z-shaped base atop your desk, powered by a linear actuator for easy adjustment via front buttons. It includes a monitor platform, a versatile keyboard tray, and infinite position lock capability. Full 6100 Review…\\n\\nErgotron WorkFit-A 77/100 Rating – See at amazon.com. The WorkFit-A is a high-quality standing desk converter that clamps to your desk, functioning like a monitor arm. It's adjustable, easy to use, and can swing out of the way when not in use. Full WorkFit-A Review…\\n\\nHumanscale QuickStand Eco 77/100 Rating – See at btod.com. QuickStand Eco by Humanscale is a cost-effective alternative to their premium product, offering strong warranty, sleek design, and three versions for laptops, single, or dual monitors. It's user-friendly, with a counterbalance keyboard tray and accommodates users up to 6'7″. Full Eco Review…\\n\\nDCX760 76/100 Rating – See at amazon.com. Victor introduces the DCX760, a dual fixed platform converter with a double x-shaped base for straight vertical movement. Its gas cylinders make height adjustment effortless, offering 12 height options. This stable converter accommodates dual 24″ monitors and oversized keyboards. Full DCX760 Review…\\n\\nErgotron WorkFit-T 76/100 Rating – See at amazon.com. The WorkFit-T features a double z-shaped base with spring-assisted vertical movement, unique for moving straight up and down. Conveniently controlled by two handles, it offers 20 height options. Impressively stable at both sitting and standing heights, it accommodates dual 24″ monitors. Full WorkFit-T Review…\\n\\nWhat is a standing desk converter?\\n\\nA standing desk converter is a product that is placed on top of, or attached to, a desk or table that allows you to stand while working. Some people love their existing desk and don't want to give it up. Other people may not have enough room for a full standing desk and some may simply want a low-priced option. Standing desk converters open the door for almost anyone to be able to stand while working.\\n\\nThe Best Standing Desk Converter List\\n\\n1. Ergotron WorkFit-S Converter – 83/100 Rating\\n\\nErgotron WorkFit-S Starting Price: $969.00 Where to buy: Buy on Amazon\\n\\nWorkFit-S Pros and Cons\\n\\nPros:\\n\\nKeyboard lowers below desk\\n\\nDual ergonomics\\n\\nLarge range with infinite position lock\\n\\nEasy counterbalance adjustment\\n\\nHigh build quality\\n\\nStrong Warranty\\nCons:\\n\\nKeyboard bounce\\n\\nLong assembly process\\n\\nSmall keyboard space\\n\\nPoor return policy\\n\\nErgotron WorkFit-S Summary\\n\\nThe Ergotron WorkFit-S is the most well-rounded standing desk converter I have tested. It is a post mount system with a column that tilts away from you. It features a three-tier system and mounts to the front of your desk.\\n\\nThe top tier holds your monitor(s) with Vesa mounts. The second tier has space available for you to add an optional work surface. The third tier is a keyboard tray. The entire unit is highly adjustable and features a keyboard tray that can be adjusted to be below your desk.\\n\\nThere are no buttons or levers needed for adjustment and they are all very easy to perform due to the counterbalance system used. The WorkFit-S has a really nice build quality and an industry leading warranty.\\n\\nThe biggest downfalls with the WorkFit-S will come with the keyboard tray. It has more bounce than most converters and is also fairly small which will limit your keyboard choices.\\n\\n2. VertDesk Converter – 82/100 Rating\\n\\nVertDesk Converter Price: $541.99 Where to buy: Buy on BTOD\\n\\nRead Full VertDesk Standing Desk Converter Review >>\\n\\nVertDesk Converter Pros and Cons\\n\\nPros:\\n\\n30 day risk free trial\\n\\nNo assembly required\\n\\nGreat stability\\n\\nGood build quality\\n\\nInfinite position lock\\n\\nKeyboard tray tilt\\n\\nEasy to adjust\\n\\nStrong warranty\\n\\nGrommet mount on monitor platform\\n\\nGood task and monitor space\\nCons:\\n\\nRaises minimum height when sitting\\n\\nNot a good ergonomic option for people over 6'1″\\n\\nDual ergonomics requires monitor arm\\n\\nSmall keyboard tray\\n\\nVertDesk Converter Summary\\n\\nThe VertDesk Converter has a double z shaped base. The build quality is the highest I have seen on a fixed dual platform converter. The unit has two gas lift cylinders that operate smoothly and quietly. There are two handles underneath the monitor platform that you need to hold down in order to allow the platforms to move up and down.\\n\\nAdjusting the unit is easy and you are not limited to a set number of heights because it has infinite position lock. The VertDesk Converter is currently the most stable product we have tested. The platform is large enough to fit dual 24\\\" monitors and it also comes with a standard grommet hole.\\n\\nThe downside is that you will need to use a monitor arm to for dual ergonomic functionality. The keyboard tray is also quite small so your keyboard options will be more limited than other some competing models.\\n\\n3. BTOD Duke Vesa – 81/100 Rating\\n\\nDuke VESA Price: $745.99 Where to buy: Buy on BTOD\\n\\nRead Full Duke VESA Sit Stand Desk Converter Review >>\\n\\nDuke VESA Pros and Cons\\n\\nPros:\\n\\nMade in USA\\n\\nDual ergonomics\\n\\nBuilt-In wire management\\n\\nVery stable at all heights\\n\\nEasy height adjustment\\n\\nLarge range with infinite position lock\\n\\nStrong Warranty\\nCons:\\n\\nDifficult monitor height adjustment\\n\\nRequires assembly\\n\\nClose viewing distance\\n\\nBTOD Duke VESA Summary\\n\\nThe Duke Vesa is another product that tests well in almost every category. The Duke is one of a few products on this list that is American made.\\n\\nIt features a vertical extruded aluminum column with a solid steel place. It sits on top of your desk and can be turned or moved if needed. It has Vesa mounted monitors and a separate platform for your keyboard.\\n\\nThere is also a raised secondary platform that can be used for additional task space. The height adjustment is assisted with a gas lift and counterbalance system that is easy enough to use with one hand. The Duke Vesa's keyboard tray has a very slim profile to your desk and features almost 17\\\" of adjustment range. The Duke Vesa is one of the most stable standing desk converters I have tested.\\n\\nThe biggest downside with the Duke Vesa is that the monitor height adjustment is a bit difficult to perform.\\n\\n4. Innovative Winston – 81/100 Rating\\n\\nInnovative Winston Starting Price: $708.99 Where to buy: Unavailable\\n\\nRead Full Innovative Winston Workstation Review >>\\n\\nInnovative Winston Pros and Cons\\n\\nPros:\\n\\nLarge Work surface\\n\\nHolds large monitors\\n\\nHolds up to 4 monitors\\n\\nLarge range with infinite position lock\\n\\nDual ergonomics\\n\\nStrong Warranty\\nCons:\\n\\nDifficult monitor height adjustment\\n\\nRequires assembly\\n\\nLarge increase in minimum keyboard height\\n\\nLong shipping time\\n\\nInnovative Winston Summary\\n\\nThe Winston WorkStation features a vertical metal column with heavy duty steel base. The unit sits on top of your desk with the ability to move around your desktop.\\n\\nIt has a very large, single platform that is used for your keyboard, mouse and tasking. The unit features a Vesa mounted monitor system with fully adjustable monitors.\\n\\nThe Winston is one of the few converters that allows for multiple monitors over 24\\\" and is the only converter I know of that can hold four monitors. The unit features dual ergonomics with a massive adjustment range and infinite position lock on the platform and monitor.\\n\\nThe Winston struggles with a couple things. It has a difficult monitor height adjustment process. You will need to loosen a couple screws and then re-tighten them after adjusting the height. It also features a very thick keyboard tray that increases your minimum keyboard tray height by almost 1.5\\\". This can create an awkward typing position for some people when sitting.\\n\\n5. Humanscale QuickStand – 81/100 Rating\\n\\nHumanscale QuickStand Price: $1078.99 Where to buy: Buy on Amazon\\n\\nRead Full Humanscale Quickstand Converter Review >>\\n\\nHumanscale QuickStand Pros and Cons\\n\\nPros:\\n\\nAttractive design and high build quality\\n\\nFully integrated cable management\\n\\nEasy counterbalance adjustment\\n\\nLarge range with infinite position lock\\n\\nDual ergonomics\\n\\nStrong Warranty\\nCons:\\n\\nLong shipping time\\n\\nLengthy installation process\\n\\nKeyboard bounce when standing with large platform\\n\\nClose viewing distance and limited task space with standard platform\\n\\nHumanscale QuickStand Summary\\n\\nThe Humanscale QuickStand features a vertical column that tilts away from you. The QuickStand comes standard with a clamp mount that attaches to the back of your desk. You can go with a freestanding base for an upcharge. The monitors are attached with Vesa mounts and the unit features a separate platform for typing and tasking.\\n\\nThe QuickStand is dual ergonomic with large adjustments ranges. The counterbalance system makes all of the adjustments easy to perform and can be done within seconds. The QuickStand stands out from the crowd because of its sleek design and fully integrated wire management system. The unit has plugs built into the column so you can fully hide your cords from sight.\\n\\nThe biggest downside on the QuickStand is going to be the keyboard tray. The standard model is only big enough for a keyboard and mouse and also puts you very close to the monitors. If you want task space or an optimal viewing experience, then you need to upgrade to the large platform.\\n\\n6. HealthPostures TaskMate Executive 6100 – 78/100 Rating\\n\\nTaskMate Executive Price: $640.00 Where to buy: Buy on Amazon\\n\\nRead Full HealthPosture TaskMate Executive Sit Stand Converter Review >>\\n\\nTaskMate Executive Pros and Cons\\n\\nPros:\\n\\nKeyboard lowers below desk\\n\\nDual ergonomics\\n\\nLarge range with infinite position lock\\n\\nPush button adjustment\\n\\nStrong Warranty\\n\\n75 lbs. lifting capacity\\nCons:\\n\\nHigh price point\\n\\nLow quality electronics\\n\\nPoor stability\\n\\nSafety concerns\\n\\nTakes up a lot of space\\n\\nNo wire management\\n\\nRequires assembly\\n\\nAwkward Task Space\\n\\nHealthPostures TaskMate Executive 6100 Summary\\n\\nThe TaskMate Executive is American made and features a single z shaped base that sits on top of your desk. It is powered by a linear actuator and is adjusted by pressing the up or down button on the front of the unit. It has a platform on top for your monitor and a separate keyboard tray that can adjust on its own in several directions. The keyboard is capable of lowering below your normal desk height and the entire unit has infinite position lock.\\n\\nThere are some negatives to consider with the TaskMate Executive. Although it is made in the USA, the unit features Chinese made electronics. These are not only low quality but add to my safety concerns. It has very noticeable keyboard bounce at all heights and also lacks a wire management system, which is something I expected to see on such a high-priced item. The movement pattern is also something to be aware of since the unit pushes you so far away from your desk when it is lowered.\\n\\n7. Ergotron WorkFit-A – 77/100 Rating\\n\\nErgotron WorkFit-A Price: $776.00 Where to buy: Buy on Amazon\\n\\nRead Full Ergotron WorkFit-A Desk Converter Review >>\\n\\nErgotron WorkFit-A Pros and Cons\\n\\nPros:\\n\\nStrong warranty\\n\\nGood build quality\\n\\nGreat desktop mobility\\n\\nEasy to adjust\\n\\nHuge adjustment range\\n\\nBuilt-In wire management\\nCons:\\n\\nPoor stability\\n\\nLimited task space\\n\\nLong assembly process\\n\\nErgotron WorkFit-A Summary\\n\\nThe WorkFit-A is a high-quality product that operates the same way as a monitor arm. It mounts to the back of your desk with a clamp. At the end of the arm is a Vesa mount for your monitors and a platform for your keyboard tray. You can opt for a small work surface for an upcharge.\\n\\nThe WorkFit-A is one of the most adjustable standing desk converters available. It has several points of adjustment and almost all of them are tension controlled with a counterbalance system. The counterbalance makes the product very easy to adjust.\\n\\nThe WorkFit-A is a nice option for people that would like to be able to use their existing desktop when needed since the unit can swing out of the way.\\n\\nThere are some drawbacks to the WorkFit-A. The unit has very noticeable keyboard bounce and monitor movement. There is also very limited task space for standing height, even when adding the optional platform.\\n\\n8. Humanscale QuickStand Eco – 77/100 Rating\\n\\nQuickStand Eco Price: $597.99 Where to buy: Buy on Amazon\\n\\nRead Full Humanscale Quickstand Eco Converter Review >>\\n\\nQuickStand Eco Pros and Cons\\n\\nPros:\\n\\nStrong warranty\\n\\nHigh build quality\\n\\nLarge adjustment range\\n\\nInfinite position lock\\n\\nEasy keyboard platform adjustment\\n\\nDual ergonomics\\nCons:\\n\\nKeyboard bounce\\n\\nRequires assembly\\n\\nDifficult monitor height adjustment\\n\\nNot ergonomic while seated\\n\\nHumanscale QuickStand Eco Summary\\n\\nThe QuickStand Eco is a more price friendly version of their premium QuickStand product. You still get the strong warranty, high-end build and sleek look that Humanscale is known for, but at a lower price point.\\n\\nIt comes in three versions: a tray only for laptop use, single monitor or dual monitor. The monitors are attached to the column with vesa mounts. The Eco features a post and tray design that sits on top of your desk. The counterbalance keyboard tray adjustment is incredibly easy to use and offers infinite-position lock. The Eco comes standard with dual ergonomics and it has a large enough adjustment range for people up to 6'7\\\".\\n\\nThere are some drawbacks to the Eco. It does not have an easy monitor adjustment, like the premium QuickStand. Instead, you will need to remove screws to adjust the height. This unit is also not quite as ergonomic in the seated position because the keyboard design increases the minimum height over an inch.\\n\\n9. DCX760 – 76/100 Rating\\n\\nDCX760 Price: $330.99 Where to buy: Buy on Amazon\\n\\nRead Full DCX760 Standing Desk Converter Review >>\\n\\nDCX760 Pros and Cons\\n\\nPros:\\n\\nStable at all heights\\n\\nLarge keyboard space\\n\\nGrommet mount for monitor arm\\n\\nLarge task space\\n\\nEasy to use\\nCons:\\n\\nDual ergonomics requires monitor arm\\n\\nNo infinite position lock\\n\\nAssembly required\\n\\nRaises minimum keyboard height\\n\\nWarranty is shorter than industry leaders\\n\\nDCX760 Summary\\n\\nVictor came out with their version of a dual fixed platform converter in the form of the DCX760. It has a double x shaped base that produces a lifting pattern that moves straight up and down. The adjustment process is easy to perform because of the gas cylinders. You have 12 different height options to choose from.\\n\\nThe DCX760 is stable at all heights so you do not need to worry about things like keyboard bounce or monitor movement. One of the most attractive features on it is the large platforms. The monitor platform has enough room for dual 24\\\" monitors and some additional accessories.\\n\\nThe keyboard tray is also very large, so this is a nice option for people that like to use oversized keyboards.\\n\\nThe main downsides to the DCX760 come in the ergonomics department. A lack of dual ergonomics, infinite position lock and increased minimum keyboard height will take away from the ergonomics of the DCX760.\\n\\n10. Ergotron Workfit-T – 76/100 Rating\\n\\nWorkfit-T Price: $565.00 Where to buy: Buy on Amazon\\n\\nRead Full Ergotron Workfit-T Standing Desk Converter Review >>\\n\\nWorkfit-T Pros and Cons\\n\\nPros:\\n\\nStrong warranty\\n\\nNo assembly required\\n\\n30-day guarantee\\n\\nGood stability\\n\\nCan hold dual 27″ monitors\\n\\nLarge keyboard tray\\nCons:\\n\\nNot dual ergonomic\\n\\nNo infinite position lock\\n\\nRaises minimum keyboard height\\n\\nLimited adjustment range\\n\\nErgotron Workfit-T Summary\\n\\nThe WorkFit-T has a double z shaped base with movement being assisted by springs on each side. The WorkFit-T is a unique z lift converter because it moves straight up and down instead of pushing you out from your desk.\\n\\nThere are two handles underneath the monitor platform that control the height adjustment. The springs do a nice job of making the height adjustment very simple. It does not have infinite position lock but has 20 different height options to choose from.\\n\\nThe WorkFit-T is one of the most stable standing desk converters I have tested at sitting and standing height. The monitor platform is very large but it does have a cut-out in the front to make room for the keyboard tray. You can still fit dual 24\\\" monitors and still have a little space for tasking.\\n\\nThis design choice creates a large downside though; the keyboard tray is very small so you are limited to compact keyboards only. The WorkFit-T will also need some help from a monitor arm to make it dual ergonomic.\\n\\nOther Standing Desk Converters We Tested\\n\\nRank Product Keyboard Space Ease of Use Stability Ergonomics Task Space Build Quality Warranty Total\\n#11 Eureka 36 7.0 9.2 8.5 6.5 7.5 8.2 5.4 7.4/10\\n#12 TaskMate Go 6300 8.0 7.5 6.4 8.5 5.3 7.0 9.0 7.3/10\\n#13 Fully Cooper 8.0 7.5 8.7 6.5 9.0 8.0 3.6 7.3/10\\n#14 Varidesk Cube Corner 7.0 7.5 6.9 6.5 7.3 6.5 8.0 7.1/10\\n#15 VariDesk EXEC 40 6.0 7.5 7.3 6.0 8.2 6.5 8.0 7.0/10\\n#16 BTOD Duke Mount 7.2 9.4 6.5 6.5 2.0 8.5 9.0 7.0/10\\n#17 VersaDesk Power Pro 6.5 10 6.9 6.5 7.2 6.5 5.4 7.0/10\\n#18 Victor DC300 & DC350 7.8 7.5 7.1 6.5 8.0 7.0 5.4 7.0/10\\n#19 FlexiSpot M5 4.9 9.3 7.2 6.5 8.0 7.0 5.4 6.9/10\\n#20 Ergo Desktop Kangaroo 7.8 6.5 7.9 6.8 6.0 7.5 5.6 6.8/10\\n#21 SimplyFast Ascend 8.3 7.5 8.2 7.0 1.0 9.5 6.6 6.8/10\\n#22 AirRise Pro 6.0 6.0 7.9 4.5 7.5 6.0 90 6.7/10\\n#23 TaskMate EZ 6400 5.0 6.0 7.9 6.0 5.0 8.5 9.0 6.7/10\\n#24 Uplift Riser or Clamp 6.2 8.0 8.1 8.0 6.5 7.0 3.6 6.7/10\\n#25 Humanscale QuickStand Lite 6.1 8.0 4.7 9.2 1.0 9.0 9.0 6.7/10\\n#26 Varidesk Pro Plus 36 7.0 8.5 6.4 5.0 7.0 5.5 8.0 6.7/10\\n#27 Halter ED-258 9.0 9.0 8.8 4.0 7.0 6.0 1.8 6.5/10\\n#28 InMovement DT2 5.9 8.5 6.2 6.0 9.5 5.5 1.8 6.2/10\\n#29 VIVO DESK-V000B 5.1 6.5 8.8 3.8 8.5 6.0 1.8 5.7/10\\n#30 Varidesk Laptop 30 N/A 9.0 7.5 1.0 5.5 7.0 1.8 5.3/10\\n#31 Stand Steady X-Elite Pro 7.5 7.5 7.9 1.0 6.0 5.0 .15 5.0/10\\n#32 Rocelco ADR / Lorrell Riser 5.6 6.5 6.5 3.0 6.0 4.0 1.8 4.7/10\\n#33 Amazon Basics Converter 8.3 6.5 3.9 1.0 6.0 2.0 1.8 4.2/10\\n\\nWhy trust The Breakroom Blog?\\n\\nSimply put, we are experts. We have been selling office furniture for 12 years and have seen the standing desk converter market grow from the beginning. We are not a company that is simply dedicated to writing reviews on emerging markets in hopes of making a quick buck. Office furniture is our life and we have gained extensive knowledge about the products within our space. We know what to look for and what to avoid. Our goal is to share this knowledge so that customers are better informed when making their buying decision.\\n\\nOne thing that really separates The Breakroom Blog from almost every other review site is that we bring in all of the products that we review. We do not do forensic reviews or reviews based on what other customers have said about the product. We order the product for ourselves so that we know how it performs. Some of the products we sell on BTOD.com but many of them we do not. Regardless, we have tested every product we have reviewed.\\n\\nWhat is our standing desk converter testing process?\\n\\nOur testing process takes us through the entire customer buying experience. We place an order for the given product. When the item arrives, we document the quality of packaging, check for damage and then perform any required assembly. If we receive a damaged or defective product, then we will reach out to customer service and document how the company handled the situation.\\n\\nAfter getting the desktop converter assembled and set-up with monitors, a keyboard, etc., we will begin to use the product while performing our normal office tasks. After using it enough to get a good feel for the product, we will test things like stability and ease of use. We then compare the converter to the other converters in our office. We will also look over the build and design choice so that we can point out any positives or potential flaws with the build quality. Once we feel that we have enough experience and knowledge about the converter, we will begin to write about it. This process allows us to fully experience the product so that we know exactly what a customer should expect if they buy it.\\n\\nHow did we pick the best sit-stand desk converter for 2026?\\n\\nAll of the converters we have reviewed have been given an overall numbered score ranging from 1-100. The score is based on several categories that we chose. The categories below are what we feel to be the most important things to consider when shopping for a standing desk converter. Each category has its own 1-100 rating and each category has the same weight when calculating the overall score. One thing that you will notice with our scoring is that we are very realistic. There is no such thing as a perfect standing desk converter and our scores reflect that. You will not find products with 100/100 ratings here because such a product doesn't exist. We have yet to find a converter that has scored an 85/100.\\n\\nKeyboard space\\n\\nThe keyboard space score is designed to show how useful the space will be for your keyboard and mouse. This score will be determined based on size, shape and whether there are any restrictions on your mouse pattern. Things like small space and awkward cut-outs could be a couple of reasons for a lower score.\\n\\nEase of Use\\n\\nThis category is used to show how easy the product is to operate. We look at the amount of physical effort required and the number of screws, knobs or levers needed to adjust the product. A product might have a simple keyboard tray adjustment but difficult monitor height adjustment, which would cause a deduction for that product.\\n\\nStability\\n\\nWe test the stability of the keyboard and monitor at sitting height and standing height. We also take a look at the overall construction of the unit to see if it has any issues with things like poor locking systems, wiggling platforms or potential risks of tipping.\\n\\nErgonomics\\n\\nThe ergonomics score will depend on several factors. We consider things like overall adjustment range, dual ergonomics, infinite position lock and keyboard tray tilt. Products lacking in these factors will have deductions in their ergonomics score.\\n\\nTask Space\\n\\nThis score is based purely on the usability of the task space provided. Large surfaces with standard shapes will receive the highest scores. There are numerous products that have very large monitor platforms with pronounced cut-outs in the front of the platform. This would be a good example of products that get a deduction in task space because it is not as useful as a standard rectangle.\\n\\nBuild Quality\\n\\nThis score is used to show the level of technology and the quality of the components used. This category is the best indicator for how long we feel a product will last. Products with low-quality metal, platforms or electronics will see deductions to their build quality score.\\n\\nWarranty\\n\\nThe warranty score is based on the length of coverage and whether or not there are any exclusions. A converter may have a five-year warranty but if the moving parts are only covered for two years, then it will get a lower score than a product with a comprehensive five-year warranty.\\n\\nPopular Standing Desk Converter Categories\\n\\nThere are now literally hundreds of different sit-stand converter products available. They come in a variety of design choices. While there are no two converters that are exactly alike. We have found that they almost all fall within five major categories: Fixed Dual Platforms, Post & Tray, Floating, Electric and Single Platform & Laptop. There are inherent advantages and disadvantages to be found within each category. I will go over the main differences between these different designs below.\\n\\n1. Fixed Dual Platforms Converters\\n\\nThe category with the largest number of converters is the fixed dual-platform category. These products feature a monitor platform and a keyboard tray. The keyboard tray will be positioned a few inches below the monitor platform and will remain at that distance during height adjustments. They will have springs or gas lifts to aid in the height adjustment process. The one area that can differ in these products is their base design. All of the models I have tested fall within these four base designs: z shaped, double z shaped, x shaped and double x shaped.\\n\\nZ shape\\n\\nA z shaped base features a single arm that lays flat when you lower the converter and raises vertically when you move to standing height. This creates an arcing movement pattern that pushes you away from your desk when sitting and brings you closer to the desk when standing. This design allows the keyboard tray to be at the same level as your desk or lower. This is the only type of fixed dual-platform converter I have found that doesn't increase your keyboard height when sitting.\\n\\nDouble Z shape\\n\\nThe double z shaped base is one of the most popular bases and it is the base used by the well-known Varidesk Pro Plus. This base has two arms that run from the base to the underside of the monitor platform. This type of design functions in the opposite way of the single z shaped. Your platforms will move out toward you as you raise the unit and the platforms will collapse back on the desk when lowered. Having a double z compared to a single allows for much larger work surfaces to be well supported.\\n\\nX shape\\n\\nAn x shaped base can best be compared to your typical ironing board. The bottom of the base narrows in order to push the platforms higher and it widens to lower the platforms. The movement pattern on an x shaped base is straight up and down. One difference between x shaped bases and other products is that they will adjust slower when getting to taller heights and they will also take more effort at taller heights.\\n\\nDouble X shape\\n\\nA double x shaped base has two X shaped metal arms that run from the base to the underside of the work surface. There is an X on each side of the platform which makes the platform well supported. The x shaped base produces a straight up and down movement pattern. Having two X's compared to one makes the adjustment speed more consistent.\\n\\nThe main selling points for this type of converter are its ease of use and lack of assembly. They have very basic functionality, usually only featuring height adjustment. This makes them simple to use since they are not overly complicated with lots of different adjustments and moving parts. Almost all of these converters arrive ready to go out of the box which makes them an attractive option for people that don't want to perform assembly.\\n\\nThe largest drawback to the fixed dual platform design is their lack of ergonomics. None of these products are dual ergonomic without the addition of a monitor arm. Almost all of them will raise your keyboard height when sitting and many of them have high monitor platforms when sitting. Very few of these converters have an adjustment range wide enough for people over 6'0\\\" and many of these items are limited to a set number of heights.\\n\\n2. Post & Tray Converters\\n\\nWith four products scoring 80+, the post & tray category offers some of the highest end standing desk converters. The post with either have a freestanding metal base or it will be mounted to your desk with a clamp or grommet. It will then have a keyboard tray that is attached to the column. Some models have really large keyboard trays so that they can double as task space. Other models offer a different space for tasking on a separate tier. Most models will have Vesa mounting systems but there are a few products that offer an additional platform to use a monitor on a stand.\\n\\nThe biggest advantage to the post & tray products is their ergonomics and adjustability. All of the products shown in this category have dual ergonomics and large adjustment ranges. Most of them have infinite position lock and a couple of them have keyboards that go well below your desk. They each feature numerous adjustments and many are easy enough to adjust with a single hand.\\n\\nThe major drawbacks to products in this category are the price and how imposing they can be. The large column with multiple monitors has a large presence in your office. Some of these models also require that you mount them to your desk, which may be a problem for some people. Most of the products in this category are $500 – $800 which is quite a bit higher than the dual fixed platform converters that are usually priced around $300.\\n\\n3. Floating Converters\\n\\nFloating standing desk converters operate the same way as a monitor arm. They just have an attachment for a keyboard tray, along with your monitor. Some models will also give you the option to add a task space to the converter. Most products are mounted to the back of your desk with a clamp mount but there are grommet mount options available as well. The converter is tension adjustable based on the weight of your monitors.\\n\\nThe major attraction to the floating sit-stand converters is their desktop versatility and huge range of adjustment. Having the ability to fully articulate the arm allows you to create an unlimited number of working positions. You can swing the unit away from your desk when you don't need it, freeing up your normal desk space. You can also easily share your screen with other people in the room since you can easily turn it in any direction. The large adjustment range also makes these products ergonomic for short and tall people.\\n\\nThe downsides to this design are that it lacks stability and task space. Having your monitors and keyboard tray hanging so far away from the point that it is attached to your desk means that it is not going be stable. There is an excessive amount of overall bounce on all of the products in this category. They are all among the least stable standing desk converters tested. The lack of task space is also a problem since most people want to have their most used objects right next to them instead of down on their desk.\\n\\n4. Electric Standing Desk Converters\\n\\nElectric standing desk converters are powered by a motor and controlled with the push of a button. The design choices will have the most variation within this category. We have tested electric converters with post & tray designs, dual fixed platforms and even single z shaped. While the designs are typically quite different, they do share very similar upsides and downsides.\\n\\nThe biggest advantage with an electric converter is that it requires no physical effort. You simply press a button and the motor does all the work. This is great for people with an injury, medical condition or low strength. Some electric converters also offer higher weight ratings than the 30 lbs. range we see on most sit stand converters which is attractive for people that want to load their desk with more items.\\n\\nThe major drawback to electric converters is that you don't really gain much yet you are adding a lot of risk. By adding electronics, you've changed something from being simple but functional to something that is complicated with a much higher chance to fail. Almost all electric desktop converters are being sourced with cheap Chinese electronics. This only increases the likelihood that the electronics will fail.\\n\\n5. Single Platform & Laptop Converters\\n\\nProducts found in this list are going to be the most basic standing desk converters and will often times be among the lowest priced options. Single platform units will most commonly have a single x shaped base and can often times have a custom designed base that doesn't fall into any of the major categories. These products will typically have a rectangle shaped platform with height adjustment only.\\n\\nThe main attraction to these products is going be their low price point and versatility. Some people don't want to spend $300+ for a standing desk converter that they use on a limited basis. Having a single platform converter that can fold down and be carried is useful for a lot more applications than just your standard monitor and keyboard set-up. These products are nice for small spaces and many of them fold down to be compact enough to take with you on the go or store away under your desk or in a closet.\\n\\nThe biggest downsides to the single platform & laptop products are their lack of ergonomics and poor build quality. Almost all of them are not usable when sitting because their minimum height is so high. You will need to take most of them off your desk when you want to sit. They also lack dual ergonomics since they have a single platform and have limited height adjustment ranges. These products will typically have lower build qualities with short warranties so the life expectancy will be shorter on products like these.\", \"url\": \"https://www.btod.com/blog/best-standing-desk-converters/?srsltid=AfmBOoodFB_-HWymvH9--V-04Rd4H93nmoisK2uvnId5B4fR92hx5FOh\", \"with\": [\"Affiliate Disclaimer: We independently review everything we recommend. When you buy through our links, we may earn a commission.\", \"Ergotron WorkFit-S Starting Price: $969.00 Where to buy: Buy on Amazon\", \"The biggest downfalls with the WorkFit-S will come with the keyboard tray. It has more bounce than most converters and is also fairly small which will limit your keyboard choices.\", \"The Duke Vesa is another product that tests well in almost every category. The Duke is one of a few products on this list that is American made.\"], \"without\": [\"Shop BTOD.com\", \"Buying Guides + Tips\", \"Comparisons\", \"General Office Tips\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4789", "input": "https://uncagedergonomics.com/products/changedesk", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4789\", \"ground_truth_path\": \"source/test/ground-truth/4789.json\", \"ground_truth_sha256\": \"dc782e62d34c9af0d5feb897b72a4161e42bc5b10c2f30b471511c3ac7f2f873\", \"html_path\": \"source/test/html/4789.html.gz\", \"html_sha256\": \"a6b0735013080055a2c2ac340901665fba290fefb016eca673e421642898a202\", \"page_type\": \"product\", \"reference\": \"CHANGEdesk - Adjustable Height Standing Desk Conversion\\n\\nCompact, Tall, Adjustable\\n\\n$169.99\\n\\nKey Features:\\nTall, Vertical Lift – extends higher than most converters, perfect for taller users\\nCompact Footprint – maximize workspace with straight up-and-down movement\\nTwo-Tiered Design – upper surface for monitors/laptops; lower surface for keyboard & mouse\\nAdjustable Keyboard Tray – fix to lower level or attach to upper level for full customization\\nGas Spring Adjustment – safe, stable, and easy transitions between sitting & standing\\nErgonomic Comfort – maintain proper monitor and keyboard positioning\\nDurable Construction – built for daily office use, not flimsy home setups\\n\\nProduct Description\\n\\nFAQ\\n\\nSpecs\\n\\nVideos\\n\\nReviews/Q&A\\n\\nCHANGEdesk: An ergonomic Standing Desk Converter\\n\\nEnjoy the health, energy, and productivity benefits of standing throughout the workday with our patented CHANGEdesk. Quick and easy height adjustment lets you switch positions in seconds, bringing your monitor and keyboard to the perfect ergonomic height. HUGE adjustable height range (from 4.1\\\" collapsed all the way up to 21.5\\\") comfortably fits people up to 6'5\\\". No installation required.\\n\\nSee CHANGEdesk Standing Desk Converter in Action:\\n\\nWhat Separates CHANGEdesk\\nStanding Desk Riser from the Competition?\\n\\nHUGE HEIGHT RANGE:\\n\\nFrom 4-1\\\" to 21.5\\\" = no more hunching + no extra monitor risers needed.\\n\\nADJUSTABLE KEYBOARD TRAY:\\n\\nDistance between your keyboard and monitor is adjustable, as it should be.\\n\\nVERTICAL ADJUSTMENT:\\n\\nCHANGEdesk moves straight up and down. No forward/awkward movements.\\n\\nCOMPACT:\\n\\nCHANGEdesk gives you the ability to sit or stand with ease and doesn't cluster your desk\\n\\nHow It Works:\\n\\nNo installation required; simply place on top of your existing work surface.\\n\\nSmooth, fast, spring-assisted height adjustment. Just squeeze the lever and raise/lower CHANGEdesk.\\n\\nHUGE adjustable height range (4.1-21.5\\\") - we go lower and extend taller for better ergonomics!\\n\\n5 height settings accommodate users up to ~6'5\\\"\\n\\nIntegrated, adjustable keyboard tray (no, it's not fixed!)\\n\\nAmbidextrous mouse pad (for righties & lefties)\\n\\nUSA & foreign patents pending\\n\\nFEATURES:\\n\\nHolds Single Monitors, IMacs & 2 Monitors Up To 21\\\" (Under 30lbs)\\n\\nHuge Height Range - Raises Your Monitor To 5 Positions From 4.1\\\" To 21.5\\\"\\n\\nLarge, Premium Quality Top Panel (27.5\\\"X19.5\\\")\\n\\nHow do I raise and lower CHANGEdesk?\\n\\nAdjusting your CHANGEdesk is quick and easy. Simply squeeze the lever to release the locking mechanism, raise or lower to your desired height, and release the lever. CHANGEdesk will lock in place.\\n\\nDo I need to assemble or install CHANGEdesk?\\n\\nCHANGEdesk ships requires no installation! CHANGEdesk is mostly assembled, you'll only need to screw the keyboard tray to the top panel. Just place it on top of your existing work surface and you're ready to sit, stand and move throughout the day.\\n\\nCan I use CHANGEdesk on a small worksurface?\\n\\nYES! CHANGEdesk has a compact footprint and fits in spaces as small as 26x18\\\"\\n\\nIs CHANGEdesk easily portable?\\n\\nYES! Weighing only ~30lbs, you can easily move CHANGEdesk from desk to desk, making it perfect for a shared working space.\\n\\nIf there a left-handed mouse platform?\\n\\nYes. The mouse platform is ambidextrous and can be quickly mounted on the right or left side.\\n\\nWhat are the dimensions, weight, max load, or other technical details?\\n\\nClick on the SPECS tab on the CHANGEdesk webpage\\n\\nWill CHANGEdesk hold my monitor?\\n\\nCHANGEdesk is designed to hold single monitors, dual monitors (up to 21\\\"), and iMacs weighing under 30lbs.\\n\\nCHANGEdesk's top panel is 19.5 by 27.5\\\". If you have large monitors, please measure the space you need to ensure compatibility.\\n\\nI have a heavy monitor. Will CHANGEdesk work for me?\\n\\nCHANGEdesk holds monitors weighing up to 30lbs. CHANGEdesk holds single moniotors, dual monitors (up to 21\\\"), and iMacs. If you have a heavier monitor, please check out ELECTRIC CHANGEdesk - a similar product with an all-electric adjustment... no lifting required!\\n\\nCan I use CHANGEdesk with dual (2) monitors?\\n\\nYES! CHANGEdesk's top panel measures 19.5 by 27.5\\\" and can hold two monitors up to 21\\\" in size. If you're unsure whether your dual monitors will fit, please measuer or contact us for assistance!\\n\\nDo you ship to Canada or another foreign country?\\n\\na. Yes, we ship worldwide. Shipping costs are automatically calculated at checkout.\\n\\nHow does it adjust?\\n\\n1. Squeeze the lever on the panel's right side to release the locking mechanism.\\n\\n 2. Raise/lower the top panel to your desired height.\\n\\n 3. Release the lever, lock the panel in place and the let go.\\n\\nWhat is the middle shelf for?\\n\\nThe middle shelf adds stability and is a great place to put documents and other desk items when standing. All items should be removed from the middle and lower shelves before lowering CHANGEdesk.\\n\\nType Value\\nDescription: Move Between Sitting & Standing in SECONDS! Quick & Easy Adjustment. No Installation. For Laptops & Desktops. NEW! Adjustable-height keyboard tray\\n* top panel size: 20 x 28\\\"\\n* middle panel size: 18\\\" x 25.25\\\"\\n* bottom panel size: 18\\\" x 25.25\\\"\\n* keyboard tray dimensions: 23.75 x 6.5\\\"\\nMin height (to the top panel): 4\\\"\\nMax height (to the top panel): 21.25\\\"\\n# height settings (top panel): 5 [4.1, 10, 15.4, 18.75, 21.25 inches]\\nHeights of middle panel: 2.5, 5.3, 8.0, 9.75, 10.75 inches\\nProduct weight: 22 lbs\\nWeight capacity: 30 lbs\\nFootprint (amount of desk space needed): 18\\\" x 25.25\\\"\\n* mouse pad dimensions: 7\\\" x 6.6\\\"\\n* material: High Strength Steel & Premium Laminate\\nWill changedesk hold my monitor?: Compatible with single monitors + iMacs + 2 Monitors (<22\\\") weighing <30lbs\\nUser height range: Generally works for people up to 6'5\\\" (depending on existing desk height)\\nSku, color, upc: SKU = CDM / Color = Black / UPC = 820103873260\\n\\nChangedesk assembly instructions - tall, compact, affordable standing desk converter Assembly instructions for Uncaged Ergonomics' patented CHANGEdesk Standing Desk Converter. This unique standing desk riser is engineered to extend taller in less desk space and features both a fixed-height and adjustable-height keyboard tray.\\nChangedesk tall affordable adjustable height standing desk conversion for desktop computers CHANGEdesk: a gas-spring assisted standing desk converter that extends taller and collapses lower in an incredibly compact footprint that won't cluster your desk...\\nChangedesk overview: tall affordable adjustable height standing desk conversion for laptop computers CHANGEdesk: a gas-spring assisted standing desk converter that extends taller and collapses lower in an incredibly compact footprint that won't cluster your desk.\\nChangedesk overview: a tall stand up desk converter compact standing desk riser CHANGEdesk is a tall standing desk converter engineered to extend higher in less desk space. The compact design of this stand up desk riser won't cluster your workspace, folds almost flat and raises screens to eye-level for virtually everyone.\", \"url\": \"https://uncagedergonomics.com/products/changedesk\", \"with\": [\"CHANGEdesk - Adjustable Height Standing Desk Conversion\", \"What Separates CHANGEdesk\\nStanding Desk Riser from the Competition?\", \"From 4-1\\\" to 21.5\\\" = no more hunching + no extra monitor risers needed.\", \"Distance between your keyboard and monitor is adjustable\", \"as it should be.\"], \"without\": [\"Active Chairs\", \"Anti Fatigue Mats\", \"Balance Boards\", \"Keyboard Trays\"]}"} {"category": "product", "family": "main-content-extraction", "id": "4795", "input": "https://www.ergonomichome.com/veerch2.html?srsltid=AfmBOordS6JpA5UVwrT_Lklj_6NxJxdDaJhEZGQHA1i5JDcd0RUn_0Kw", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4795\", \"ground_truth_path\": \"source/test/ground-truth/4795.json\", \"ground_truth_sha256\": \"421dbf12ef2fdb35d9f406bd3852ec42b868aaf704589e7092a745c692bd3f0e\", \"html_path\": \"source/test/html/4795.html.gz\", \"html_sha256\": \"79889fab3ab6d877b7c9d78a5fbbd4a1d61b77d802cc301e2fdfcfd88e1594a1\", \"page_type\": \"product\", \"reference\": \"What makes The Verte Chair unique and a superior value compared to other office chairs is:\\nThe Verte Chair has custom chair features of 11-torsion spring-loaded vertebrae that take an exact impression of your spine as you move, for comfort that goes all the way to the bone. The back of the lumbar chair support is also lockable. And you can adjust each of the 11 vertebrae individually and lock them.\\n\\nVery popular as a radiology chair among radiologists. And it was featured in the movie\\n\\nBatman vs Superman and is known as the Batman Chair.\\n\\n These are the reasons we say the Verte Chair is the best ergonomic chair. Ergonomic Home has your back!\\n\\nWe have been selling the RFM Seating #22405 Verte Chair since it was introduced into production in September 2004. Longer than any other Internet retailer. We are a registered RFM factory dealer since 2004. I personally have been using it since then for my lower back problems due to sports injuries. So, if you want to talk with someone that actually knows something about the Verte Chair you can phone Ergonomic Home free at 1-877-550-2678 or click to\\n email questions\\n. Ergonomic Home has got your back!\\n\\nStandard Features:\\n\\nExecutive Back w/Adjustable Headrest:\\n Advanced synchro tilt 05-control w/built-in seat slider, tilt lock and silver base/ribs.\\n\\nBack Angle Adjustment.\\n While seated, pull the paddle up, when the desired angle is found push the paddle down to lock. Back Free floats in the paddle-up position.\\n\\nPneumatic Height Adjustment.\\n To lower, lift the paddle while seated. To raise, lift the paddle with your weight off the seat.\\n\\nInfinite Seat Angle.\\n Adjust with 3 Degree Forward Tilt to change the seat angle, pull the paddle up while seated, and push the paddle down to lock when the desired angle is achieved. The seat can be set in free motion within the 3-degree travel range.\\n\\nSynchroTilt/Lock.\\n Turn the knob clockwise to lock backrest in position. To unlock, turn the knob counterclockwise and lean back on the chair to release the anti- kickback mechanism.\\n\\nAdjustable headrest\\n is standard.\\n\\nStandard dual-density\\n seat foam 4\\\" thick easily supports 300 lbs.\\n\\nAdded benefit of the Verte chair\\n is the quick release back upholstery. Snap off to experience the cool metal vertebrae and keep cool. Keeps you cool like a mesh office chair. You also will experience a more pronounced action of the 11 independently adjustable vertebrae. You can quickly re-attach the back upholstery with four snaps.\\n\\nDimensions:\\n back width=20.5\\\", seat width=21.5\\\", seat depth=20.5\\\", back height=23.5\\\" not including the headrest that adjusts 10\\\" in height.\\n\\nArms:\\n Fold Down Arm #01A, Adjustable 4 Way Arm #37A, Swing Arm #04A\\n\\nWarranty:\\n Lifetime warranty on cylinder, 7 years on all other parts.\\n\\nOptional Features:\\n\\nOptional Memory foam:\\n Above right - for even greater comfort. You will have a total of 3 3/4\\\" of foam composed of 2.25\\\" of firm-density foam in the bottom layer, then 1.25\\\" of memory foam on top. What memory foam does is once the heat of your body warms up the memory foam, it conforms to your specific shape better than cellular foam. After you get up the foam returns to its original shape. So basically you get a custom fit every time you sit in your Verte ergonomic chair. The memory foam chair seat option relieves pressure on your tailbone too. Select above right.\\n\\nNew Upholstery Options:\\n The standard upholstery is black leather. You can also select fabric upholstery from the chart below for the same price. Then enter your selection from the drop-down upholstery above right to place an order. Click here to review larger samples of the fabric upholstery\\n enlarge the fabric, review the specifications, the performance features, the flammability rating, and the care.\\n Or we can email this fabric card as a PDF file just click to\\n email questions\\n. Ergonomic Home has got your back!\", \"url\": \"https://www.ergonomichome.com/veerch2.html?srsltid=AfmBOordS6JpA5UVwrT_Lklj_6NxJxdDaJhEZGQHA1i5JDcd0RUn_0Kw\", \"with\": [\"Very popular as a radiology chair among radiologists. And it was featured in the movie\", \"Batman vs Superman and is known as the Batman Chair.\", \"These are the reasons we say the Verte Chair is the best ergonomic chair. Ergonomic Home has your back!\", \"Executive Back w/Adjustable Headrest:\\n Advanced synchro tilt 05-control w/built-in seat slider, tilt lock and silver base/ribs.\"], \"without\": [\"Control Room Consoles - 911 Dispatch Furniture\", \"Video Wall - TV Wall Mount\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4830", "input": "https://www.wareable.com/fitness-trackers/the-best-fitness-tracker", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4830\", \"ground_truth_path\": \"source/test/ground-truth/4830.json\", \"ground_truth_sha256\": \"a9f4f42aa51c6a03b073025a1da59339ce0b4e336f43b7a3e281cbd5fa84012c\", \"html_path\": \"source/test/html/4830.html.gz\", \"html_sha256\": \"30fdcf22b75034ff57b366b3c612b8038b7fb08e231a2635a7567492bb69dec1\", \"page_type\": \"article\", \"reference\": \"Based on our real-world testing, we rate the top options to help you smash your goals\\n\\nThe wearable landscape has changed dramatically since the first fitness trackers arrived over a decade ago. For years, looking for a fitness tracker meant one thing: finding the best simple wristband that could log your daily steps and sleep.\\n\\nIn 2026, it’s very different. The sensors that monitor your body’s data—heart rate, recovery, and activity—are now baked into everything from smartwatches and sports watches to smart rings and screenless straps. Fitness tracking is no longer just about counting steps; it’s about gaining insights into recovery, stress levels, sleep quality, and training load.\\n\\nThis guide is designed to help you find the option that best suits your needs, budget, and style. We recognize that getting basic tracking is now easy and affordable—you can get a capable band for around $50/£50. However, the price quickly scales up when you consider different form factors, niche fitness insights, or dedicated smart features.\\n\\nThis is the core of our guide: we focus on the best-in-class options across every style and budget tier, from the basic band to the do-it-all premium tracker. We’ve reviewed and lived with every major fitness device released over the last decade, which also makes us uniquely placed to advise.\\n\\nRead on to discover the top devices to consider and the pitfalls to avoid when choosing your next fitness tracker.\\n\\nQuick summary: The best fitness trackers\\n\\nIn this guide, we’ve detailed enough fitness trackers to fit every need, style, and budget. However, for those just beginning their search who are looking for a simple overview, here are the must-know options to consider.\\n\\nXiaomi Smart Band 10: The best simple, budget fitness band\\n\\nThe budget-friendly Smart Band 10 is the go-to pick for anyone who wants an old-school fitness tracker: one that focuses mainly on the basics. Data isn’t as precise as other brands’, and the app can take some getting used to, but the design is surprisingly good, and it’s still relatively feature-packed for logging workouts.\\n\\nOura Ring 4: Our top fitness tracker for women\\n\\nThe Oura Ring 4 may not be a traditional fitness tracker, but the brand has put the most work into making its insights fit for women. Partnerships with Natural Cycles for fertility and cycle tracking, with gold-standard sleep and (non-activity) heart rate accuracy, make this a top choice for those who want something more subtle and stylish.\\n\\nApple Watch Series 11: Our favorite fitness-tracking smartwatch\\n\\nApple’s latest smartwatch offers all the excellent features you would expect from a top fitness tracker. It’s a great choice for intermediate users. It features top-notch menstrual cycle tracking, wrist-based calls, music streaming, health monitoring, and various apps. Plus, it’s one of the most stylish and smartest trackers available.\\n\\nWhoop 5.0: The best fitness tracker for athletes\\n\\nThe Whoop 5.0 is laser-focused on recovery, sleep, and readiness. It’s packed with actionable insights, and the trends established from the Journal and Healthspan are unique and effective. The MG model, should you choose to pay more, also offers cutting-edge insights such as blood pressure monitoring and AFib detection. It’s expensive, but it’s still one of the smartest trackers available.\\n\\nGarmin Forerunner 165: The top choice for most runners\\n\\nIf you like to run, then the Garmin has your back. VO2 max, performance insights, and Body Battery energy tracking add to a suite of running-coaching and pace-guidance features that make this entry-level Garmin a serious consideration.\\n\\nHow to choose the right fitness tracker\\n\\nYou’ll need to know what to consider to pick the best device for your needs. Here are our top tips.\\n\\nAre fitness trackers accurate?\\n\\nThe accuracy of step counts and heart rate tracking has improved dramatically over the past decade, and all big-name fitness trackers (those on this list) can be considered accurate. Accuracy is subjective, however. It’s more important that trackers offer consistent stats and encourage you to meet and exceed your personal goals, than have your steps *exactly* correct. For a sub-$200 tracker, it’s crucial to manage expectations. Heart rate accuracy during exercise (especially intervals or weightlifting) can be mixed. These devices are great for motivating you to move more, but they’re not necessarily high-performance training tools.\\n\\nWhich fitness trackers don’t require a subscription?\\n\\nThe new business model for premium trackers is the subscription. Fitbit/Google, Whoop, and Oura all lock their best insights (like readiness scores and deep sleep analysis) behind monthly fees. Brands like Apple, Huawei, Xiaomi, Ultrahuman, and Amazfit do not. If you just want to buy a device and always have access to your data, stick with the non-subscription brands.\\n\\nFitness band vs. watch vs. ring: Which is best?\\n\\nThis is the biggest choice. A band (like a Xiaomi or Fitbit) is slim, light, and great for 24/7 wear. A smartwatch tracker offers a much larger, more engaging screen, with a range of basic and advanced options. A ring (like Oura) or a screenless band (like Whoop) is the most discreet, designed to collect data passively in the background without screen-based distractions. Each form factor has its own strengths.\\n\\nA key difference between a smartwatch and a fitness tracker\\n\\nAll trackers (with a screen) on this list will show you notifications from your phone. But true smartwatch features are rarer. An Apple Watch or Pixel Watch lets you use third-party apps, make contactless payments (Apple/Google Pay), and take calls. A Huawei Watch Fit 4 will let you answer a call on your wrist (via Bluetooth), but you can’t download Spotify, set up a cellular plan for standalone support, or pay for a coffee after a run.\\n\\nDoes Fitbit still make the best fitness trackers?\\n\\nFitbit still makes solid-performing fitness trackers supported by the excellent Fitbit app and ecosystem. Its wearables are better suited to casual users than to runners and athletes, but they all offer a solid mix of daily goals and wellness stats. In recent years, however, rivals have caught up while Fitbit’s hardware releases have gone stale. The last device to be released under the brand’s name was the Charge 6 in September 2023.\\n\\nA word from our expert—and what to expect in 2026\\n\\nConor Allison, Wareable Editor\\n\\n“As the editor of Wareable, I’ve tested dozens of fitness trackers over the last decade. The secret that most brands won’t tell you is that the app is more important than the hardware. A cheap tracker is useless if its app is a confusing mess of numbers that you never open.\\n\\n“A great fitness tracker is one you love wearing—and that may be because you forget it’s there. It should be comfortable, have a charging cycle that fits your lifestyle, and present your data in a way that’s simple, motivating, and easy to understand. It’s a big reason Fitbit dominated the basic fitness-tracking category in the early days of wearables. Its app, while now partly behind a subscription, remains one of the most encouraging and user-friendly.\\n\\n“My advice to everyone: be honest about what you’ll actually use. Don’t pay for a Whoop subscription if you just want to know if you’re hitting 10,000 steps or track the odd run. For your first tracker, simple is almost always better.”\\n\\nFitness tracker trends in 2026\\n\\n“This year, we’re expecting new fitness tracking wearables from most of the major brands. Apple, Xiaomi, Huawei, and Garmin are the most likely. And we may even see Fitbit may even re-emerge as a player.\\n\\n“Yet, it’s set to be a quieter launch calendar than 2025. Last year included the first major Whoop hardware overhaul since 2021, three new Apple Watch models for the first time since 2022, and refreshes from Garmin and Huawei across all of their major product lines. It’s very unlikely that history will repeat itself.\\n\\n“Hardware aside, the key trend set to continue is wearables makers searching for new ways to track. And that could occur either through new form factors or through greater interlinking between multiple devices. The role of AI in wearables will also continue to advance. This should lead to a focus from brands on surfacing quality insights, rather than drowning users in more graphs and features.”\\n\\nThe best basic fitness bands\\n\\nFor users who want a simple, affordable, and slim device for tracking, these are the best options. However, it’s also an area of the market that’s shrunk considerably over the last few years, hence why we only recommend two options.\\n\\nThere are a few key reasons for this. Fitbit releases have dried up considerably, with established brands like Xiaomi dominating the market with bands available for a fraction of the price. At the same time, users have generally favored smartwatch form factors over the slimmer band style (skip to the next section if that’s you).\\n\\nXiaomi Smart Band 10\\n\\nKey features: Large AMOLED display; 14-day+ battery life; 5ATM water resistance\\n\\nBest for: Unbeatable value for money\\n\\nThe Xiaomi Smart Band 10 continues its reign as the undisputed king of budget trackers. For around $50/£40, it’s almost impossible to beat on value.\\n\\nThis 2025 release features a larger, brighter, and faster-refreshing AMOLED screen that feels incredibly premium for the price. The fitness tracking basics are all covered: it reliably tracks your steps, 24/7 heart rate, and sleep duration.\\n\\nIt’s also packed with an almost overwhelming number of sports modes and includes SpO2 monitoring. The ‘Vitality Score’ offers a simple, PAI-like metric to gamify your weekly activity. The battery life is the main draw, easily lasting two weeks between charges.\\n\\nThe data isn’t as polished as Fitbit’s, and the app can be busy. Yet, for a simple, motivational, set-and-forget tracker, this offers 90% of the features for 30% of the price.\\n\\nFitbit Charge 6\\n\\nKey features: ECG & EDA sensors; built-in GPS; Google Maps & Wallet integration\\n\\nBest for: The best premium band experience for beginners\\n\\nThe Fitbit Charge 6 is the most powerful and polished band you can buy, but it comes with caveats.\\n\\nIt excels at the fundamentals, offering arguably the most accurate and easy-to-understand sleep tracking on the market, presented in Fitbit’s famously intuitive app.\\n\\nIt’s also a powerful health device, packing an ECG for heart rhythm checks and an EDA sensor for stress monitoring. Its integration with Google Maps and Wallet makes it a genuinely smart band.\\n\\nHowever, during testing, the built-in GPS was very unreliable, and some of its best features are locked behind a Fitbit Premium subscription.\\n\\nIt’s also old, having launched in 2023, and we expect a replacement in 2026. It’s a great choice, but only if you find it on a big discount.\\n\\nCheck out our full Fitbit Charge 6 review\\n\\nThe best fitness trackers in smartwatch bodies\\n\\nFor users who want a larger screen and a watch-style form factor without the price or complexity of a ‘proper’ smartwatch, these devices now dominate the $100-$200 market.\\n\\nAnd for good reason: they pack in tons of tracking features and are often every bit as good at logging steps, workouts, and heart rate as devices over double their price. The drawback, like with the bands above, is the lack of integrated smart features.\\n\\nHuawei Watch Fit 4\\n\\nKey features: 1.82-inch AMOLED display; dual-frequency GPS; 7-10 day battery life\\n\\nBest for: The best value fitness tracker on the market\\n\\nThe Huawei Watch Fit 4 is our top pick for most people hunting for a fitness tracker in 2026. It’s a triumph, offering premium features for a budget-friendly price. It perfectly fills the gap left by Fitbit, delivering a fitness tracker’s simple experience in a stylish, comfortable smartwatch body.\\n\\nThe hardware is exceptional, with a bright, responsive AMOLED screen that rivals an Apple Watch. Its fitness tracking is also surprisingly powerful, featuring accurate dual-frequency GPS and offline mapping—features previously unheard of at this price. It also offers reliable heart rate and sleep tracking, presented well in the Huawei Health app (no subscription required).\\n\\nThe main trade-off is that it lacks smart features, such as third-party apps and contactless payments. Given Huawei’s ban in the US, it’s also not as widely available as other brands (which is why we recommend looking at Amazfit’s wares if you’re stateside).\\n\\nStill, if you’re an iPhone or Android user who wants a beautiful, long-lasting tracker that nails the fundamentals, this is the one to beat.\\n\\nCheck out our full Huawei Watch Fit 4 review\\n\\nAmazfit Active 2\\n\\nKey features: Full offline mapping; external sensor support; Zepp AI Coach\\n\\nBest for: A feature-packed, round-faced tracker\\n\\nIf you prefer a traditional round watch face, the Amazfit Active 2 is an incredible value-for-money alternative to the Huawei. For just $99/£99, it’s crammed with features usually reserved for more expensive watches.\\n\\nThe highlight is its full offline mapping and the ability to pair external sensors (like a heart rate chest strap), making it a genuinely capable, if basic, workout partner. The AMOLED screen is bright, and the Zepp app offers a readiness score and AI coaching (though these can be hit-or-miss).\\n\\nThe GPS and onboard heart rate aren’t as accurate as the Watch Fit 4, and the OS can feel sluggish. However, for the sheer number of features you get for the price, it’s an almost unbeatable budget option.\\n\\nCheck out our Amazfit Active 2 review\\n\\nAmazfit Bip 6\\n\\nKey features: 1.97-inch AMOLED display; 10-day+ battery life; offline map support\\n\\nBest for: A budget square-faced alternative\\n\\nThe Amazfit Bip 6 is another outstanding budget tracker that directly competes with the Huawei Watch Fit 4. Its main draw is the huge, bright AMOLED display, which is a massive upgrade over the old Bip models.\\n\\nIt nails the fitness tracker basics: step counting, sleep tracking, and continuous heart rate monitoring are all solid for spotting daily trends. Like its sibling, the Active 2, its standout feature is offline map support, which is absurd for a watch at this sub-$80 price point. It also supports external heart rate sensors.\\n\\nThe GPS isn’t dual-frequency and can be inaccurate, and the training insights feel a bit conservative, but these are minor complaints. It’s an excellent, low-cost tracker that feels and looks much more expensive than it is.\\n\\nCheck out our full Amazfit Bip 6 review\\n\\nFocused workout trackers\\n\\nThis section is for the users who are moving beyond simple steps and want to track specific sports (like running) or dig deeper into their body’s data.\\n\\nThey’re a little more expensive (and niche) than the catch-all smartwatch-style devices above, but are great for those primarily concerned with getting more detailed information on their fitness and workouts.\\n\\nGarmin Forerunner 165\\n\\nKey features: Vibrant AMOLED display; Garmin Coach training plans; Body Battery energy monitoring\\n\\nBest for: The best beginner’s running tracker\\n\\nThis is the perfect step up for someone who’s started running and wants to get serious. The Forerunner 165 is the cheapest way into Garmin’s market-leading Forerunner ecosystem.\\n\\nIt’s a fitness tracker first, with excellent all-day tracking of steps, sleep, stress, and Body Battery (Garmin’s fantastic energy-level metric). But it’s also an accurate running watch, giving you access to Garmin Coach adaptive training plans, PacePro pacing strategies, and reliable GPS.\\n\\nIt has a beautiful AMOLED screen and a week-long battery. It lacks the advanced analytics of its bigger siblings—not surprising given its price and place in the Garmin family. Yet, for a new runner who wants a device to guide them through their first 5K or half-marathon, this is an outstanding (and subscription-free) choice.\\n\\nAmazfit Helio Strap\\n\\nKey features: Lightweight screenless band; can be worn on wrist or upper arm; subscription-free\\n\\nBest for: A powerful, subscription-free alternative to Whoop\\n\\nThe Amazfit Helio Strap is a compelling new entry in the screenless tracker market and a direct challenger to Whoop. It successfully replicates the core function—tracking heart rate, sleep, and training effect—but without requiring a monthly fee.\\n\\nThe hardware is lightweight and comfortable, and our testing found its heart rate tracking impressively accurate, particularly when worn on the optional upper-arm strap. It provides useful training features like VO2 max and ‘Recovery Time’ suggestions, all powered by its BioCharge energy metric.\\n\\nWhile the automatic workout detection can be overly sensitive and the Zepp app lacks some polish, it’s an excellent value and a great way to try the screenless lifestyle without the commitment of a subscription.\\n\\nGarmin Vivoactive 6\\n\\nKey features: Advanced sleep & wellness tracking; 10-day+ battery life; jack-of-all-trades sports modes.\\n\\nBest for: A Garmin wellness tracker that isn’t focused on running\\n\\nIf the Forerunner 165 is for the budding runner, the Vivoactive 6 is for the wellness-focused generalist. It packs all of Garmin’s best fitness tracking features—Body Battery, advanced sleep tracking with nap detection, and 24/7 health snapshots—into a premium smartwatch body.\\n\\nIt has GPS for tracking runs, walks, or rides, but it also excels at tracking things like HIIT, yoga, and golf. It’s less of a hardcore training tool and more of a holistic, 24/7 wellness companion that helps you balance activity and rest.\\n\\nWith a 10-day battery and a beautiful AMOLED screen, it’s the ideal choice for the user who does a bit of everything and wants to understand their body’s energy levels without being pushed to run a marathon.\\n\\nCheck out our full Garmin Vivoactive 6 review\\n\\nThe best premium fitness trackers\\n\\nFor users with a bigger budget who want the most advanced data, the best app experience, or the tightest smartwatch integration, these are the top options to consider.\\n\\nApple Watch Series 11\\n\\nKey features: Best-in-class health monitoring (ECG, Hypertension); seamless iPhone integration; vast App Store\\n\\nBest for: iPhone users who want the best all-in-one device\\n\\nThe Apple Watch is the ultimate fitness tracker and smartwatch for iPhone users. Its fitness tracking is built around the simple Activity Rings. But beneath that simplicity is a powerful health-monitoring device.\\n\\nIt features a clinically-validated ECG, sleep apnea detection, and new passive hypertension notifications (on Series 9 and later). The fitness-tracking data from watchOS 26 is excellent, and we’ve found both the heart rate accuracy to be as good as any device on the market. GPS, despite not being dual-frequency, is also excellent in most conditions.\\n\\nThe App Store also means you can add layers of data from apps like Strava, Runna, or Whoop. The cheaper SE 3 offers 90% of the same fitness tracking experience, just without the advanced health sensors like ECG.\\n\\nThe only drawback is the 1-2 day battery life. However, you can also consider the Apple Watch Ultra 3 if you want to stretch it to 2-4 days.\\n\\nCheck out our full Apple Watch Series 11 review\\n\\nGoogle Pixel Watch 4\\n\\nKey features: Excellent Fitbit tracking; dual-frequency GPS; 2-day battery life (45mm)\\n\\nBest for: Android phone users who want the best all-in-one smartwatch\\n\\nThe Google Pixel Watch 4 is to Android users what the Apple Watch is to iPhone users: the best all-around premium tracker and smartwatch.\\n\\nIts secret weapon is its deep and exclusive Fitbit integration. You get all of Fitbit’s fantastic, beginner-friendly sleep-tracking and motivation features, combined with a premium Wear OS smartwatch. It has an ECG, a cEDA sensor for stress tracking, and a Daily Readiness Score (now free).\\n\\nIt’s also a much more serious workout tracker than before, thanks to a reliable dual-frequency GPS and an excellent heart rate sensor. In testing, we found that heart rate and distance data closely aligned with the industry’s gold standard: devices from Apple and Garmin.\\n\\nWith a solid 2-day battery (on the 45mm model) and a beautiful design, it’s the top choice for any Android user who wants a single, do-it-all device.\\n\\nCheck out our full Google Pixel Watch 4 review\\n\\nWhoop 5.0 & Whoop MG\\n\\nKey features: Screenless design; 24/7 recovery & strain coaching; actionable insights from the intuitive Whoop app\\n\\nBest for: Data-driven athletes focused on recovery and tracking trends\\n\\nThe Whoop 5.0 (and more health-focused Whoop MG) has no screen, but it’s one of the most comprehensive and robust fitness trackers money can buy.\\n\\nEssentially, it’s a 24/7 recovery coach designed for one purpose: to tell you how ready your body is to perform. It does this by balancing your daily Strain (exertion) with your nightly Sleep and Recovery (based on HRV and other biometrics).\\n\\nThe app is unparalleled at providing actionable, daily advice. Features such as the Journal, Healthspan, and Advanced Labs have all contributed to members of the Wareable team making lifestyle changes in response to compelling trends highlighted by Whoop.\\n\\nThe hardware is also highly versatile. It can be worn on the wrist, bicep (what we recommend for the best heart rate accuracy), or in Whoop-designed clothing.\\n\\nThe catch is the high cost: the device is free, but requires a lengthy subscription (from $199/£169 per year). It’s overkill for beginners, but a game-changing tool for serious athletes.\\n\\nCheck out our full Whoop 5.0/MG review\\n\\nOura Ring 4\\n\\nKey features: Discreet ring form factor; highly accurate temperature sensing; best-in-class sleep analysis.\\n\\nBest for: Passive 24/7 monitoring of recovery, steps, stress, and sleep\\n\\nThe Oura Ring 4 is a fitness tracker that monitors you from the finger, pulling in insights from sleep and daily tracking, and presenting it all in an easy-to-understand app.\\n\\nIt’s a waterproof, light titanium frame that feels like a standard ring, so you only need to take it off to charge it (or to lift heavy objects). It packs an incredible amount into such a small form factor—and will be ideal for those who don’t want to track their health or activity on the wrist.\\n\\nIntuitive Readiness and Sleep scores are coupled with tailored insights to help you understand the meaning behind the data. Sleep tracking, stress monitoring, and health features all proved very accurate when we compared them to rival trackers in our review tests.\\n\\nHowever, as with any smart ring, native workout tracking can’t compete with wrist-based alternatives. It’s why it’s essential to supplement Oura data with integrations from other trackers if you crave fitness tracking insights beyond basic step tracking (though it also offers some more advanced features in this area, such as VO2 max estimates).\\n\\nThe other downside is the cost and subscription fee. Oura justifies this somewhat by being the industry leader in new features, which help keep the experience fresh. However, it’s still a much higher investment than most other fitness trackers and smart rings.\\n\\nRead our in-depth Oura Ring Gen 4 review\\n\\nGarmin Forerunner 970\\n\\nKey features: Sapphire crystal display and built-in flashlight; advanced running insights; best-in-class GPS accuracy\\n\\nBest for: The ultimate dedicated sports, workout, and fitness tracker on the market\\n\\nThe Garmin Forerunner 970 is, in our opinion, the best out-and-out sports/workout/fitness tracker on the market. It sits perfectly between the brand’s core Forerunner models and the rugged Fenix line.\\n\\nIt’s a premium tracker that features advanced health metrics like an ECG app, Skin Temperature tracking, HRV Status, and the excellent Body Battery for 24/7 wellness monitoring.\\n\\nFor workouts, it offers unparalleled insights for runners, including new metrics like Running Tolerance, and boasts a supremely accurate Multi-Band GPS.\\n\\nWhile its price is high and some advanced metrics require an additional chest strap, its combination of premium durability (sapphire glass), decent smartwatch features (music and payments), and deep training data makes it the ultimate, subscription-free option for serious athletes.\\n\\nCheck out our full Garmin Forerunner 970 review\", \"url\": \"https://www.wareable.com/fitness-trackers/the-best-fitness-tracker\", \"with\": [\"Based on our real-world testing, we rate the top options to help you smash your goals\", \"Read on to discover the top devices to consider and the pitfalls to avoid when choosing your next fitness tracker.\", \"Apple Watch Series 11: Our favorite fitness-tracking smartwatch\", \"You’ll need to know what to consider to pick the best device for your needs. Here are our top tips.\", \"Key features: Large AMOLED display; 14-day+ battery life; 5ATM water resistance\"], \"without\": [\"Advertisement\", \"Credit: Wareable\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4833", "input": "https://www.health.com/condition/oral-health/best-electric-toothbrush", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4833\", \"ground_truth_path\": \"source/test/ground-truth/4833.json\", \"ground_truth_sha256\": \"f1b1ccb105223cee85fabc3863a61775b107c9e5709e498992ad30c780043c15\", \"html_path\": \"source/test/html/4833.html.gz\", \"html_sha256\": \"e7d80503fcead311a06763d59e34396d520796f3170a892d2bab2f2d024e8364\", \"page_type\": \"article\", \"reference\": \"Our favorites are easy to use, clean thoroughly, and have great accessories\\n\\nUpdated on November 20, 2025\\n\\nElectric toothbrushes utilize rotating movements, oscillating technology, or sonic vibrations to effectively remove bacteria, plaque, and food particles. While a manual toothbrush can get the job done, many popular electric toothbrushes offer features such as pressure sensors and even facial recognition. These technologies provide real-time feedback and guidance while you brush, enhancing your dental care routine. Plus, research shows that people who use an electric toothbrush may have healthier gums and experience less tooth decay over time.\\n\\nTop Picks\\n\\nBest Overall:\\nOral-B iO Series 10 at Amazon\\n$350\\nBest Budget:\\nVoom Sonic Pro 5 Electronic Toothbrush at Amazon\\n$60\\nBest for Travel:\\nOral-B iO Series 8 at Amazon\\n$250\\nBest Sonicare:\\nPhilips Sonicare ProtectiveClean Electric Toothbrush at Amazon\\n$130\\nBest for Sensitive Teeth:\\nOral-B iO Series 5 at Amazon\\n$130\\nOur Testing Process\\n\\nTo date, we've tested over 40 electric toothbrushes to find the best ones on the market, doing three distinct tests with Oral-B, Sonicare, and a broader range of brands, including Quip, Waterpik, Colgate, and more. Since we started testing electric toothbrushes, we've spent over 3,472 hours brushing our teeth with electric toothbrushes in the Lab (under the expert guidance of Dr. Marc Schlenoff, Vice President of Clinical Development at Tend) and at home. This is what we look for when we're testing each electric toothbrush.\\n\\nEase of Use: From the moment we opened the box, we noted how easy the toothbrushes were to set up and whether the settings were intuitive to use. Products with simpler assembly and out-of-the-box operation scored higher than more complicated models.\\nDesign & Comfort: We paid close attention to the ease of holding and maneuvering the toothbrush around our mouths. We carefully observed the size of the brush heads and how well they fit into all the crevices of our teeth and gums. We also took note of the level of comfort, and whether the brush heads were too stiff and firm or not.\\nFeatures: We tested all the settings to evaluate their usefulness and whether they enhanced or detracted from the brushing experience. We used the built-in timers, assessed battery life indicators, and evaluated any additional features the toothbrush came with, such as chargers, travel cases, stands, or extra brush heads. If the toothbrush had an app, we logged in, used it, and rated its ease of use.\\nEffectiveness: We assessed how clean our mouths and teeth felt after each brushing session. In addition to regular twice-a-day brushing, we also brushed with these toothbrushes after eating sticky foods like dried mangoes and caramels to really test how well they could clean. If our teeth weren't cleaned after brushing, the toothbrush wasn't doing its job.\\nValue: To determine the overall value, we compared the price of each toothbrush against its features.\\n\\nWhat to Look For\\n\\nBuilt-in timers: This is one of the more basic features of an electric toothbrush. Most on this list have two-minute timers, many with 20- or 30-second notifications to guide you as you brush your teeth.\\nBrushing modes: Most toothbrushes have one mode, but some offer multiple modes with different intensities. These modes are labeled \\\"whitening\\\" or \\\"gum health\\\" but are just marketing terms. The speed of vibrations differentiates these modes.\\nScrubbing and pressure sensors: Electric toothbrushes with pressure or scrubbing sensors monitor and alert you to ease up, protecting your enamel and gums.\\nBluetooth connectivity and apps: Smart toothbrushes can sync with a companion app to track brushing habits. You can monitor cleaning effectiveness, brushing time, and pressure and receive tips to enhance your routine. You can adjust settings on the app for some models.\\nBrush head replacement indicators: Experts recommend changing your toothbrush head every three months. Some toothbrushes remind you when it's time. Electric toothbrushes come with at least one head, and replacements vary in price from $1-2 to $15 or more.\\nBattery Life: All of the electric toothbrushes on our list are rechargeable and come with charging cords. They typically last two to three weeks on a single charge.\\nAccessories: Some electric toothbrushes come with a charging stand, which can give your toothbrush extra fuel to last several days and even weeks between charges. Others come with travel cases allowing you to take your toothbrush wherever you go.\\n\\nEditor’s Take\\n\\nAs the Senior Editor for Health, I’ve tested multiple electric toothbrushes over the past two years. I struggle with receding gums and sensitive teeth, so besides trying out toothbrushes to recommend to readers, I also want to make sure I’m using the best electric toothbrush for my needs.\\n\\nI use the Philips Sonicare Protective Clean 6100 Rechargeable Electric Power Toothbrush. Although every dentist I’ve talked to said that choosing an electric toothbrush is a personal preference, I’ve found that Sonicare toothbrushes thoroughly clean my mouth while protecting my sensitive teeth and gums.\\n\\nI also like that it has multiple cleaning modes, alerts me if I’m brushing too hard, and has a built-in timer. I prefer my electric toothbrush to manual options, so I even purchased this case to continue using it even when traveling.\\n\\n— Jessica Wozinsky Fleming, Senior Editor\\n\\nBest Overall\\n\\nOral-B iO Series 10\\n\\nWhy We Like It\\n\\nThe Oral-B iO Series 10 is a great choice for those seeking an advanced electric toothbrush option featuring seven cleaning modes, real-time coverage, pressure monitoring, and a built-in timer right on the smart charger. While comprehensive, the numerous features and beeps of the pre-charged device required a manual read and app download. The package included three identical brush heads, a smart charger, and a travel case.\\n\\nThe toothbrush’s handle felt just right, and the small, round brush head was a refreshing change, allowing for better access to tight spots and crevices. The multiple settings and extra features (like the tongue cleaner) offered a diverse brushing experience. While navigating these settings might require more effort than some would prefer, it's a great addition for tech or oral care enthusiasts. Post-brushing, teeth felt plaque-free, although the taste was less minty, likely due to the smaller brush head.\\n\\nAfter a two-minute brushing, the screen and its smiley face added a fun, rewarding element to the routine. While the $400 price tag felt steep, the toothbrush impressed with its advanced features, catering to varied oral care needs.\\n\\nIt's Worth Noting\\n\\nSurprisingly it lacks a protective cover for the brush head.\\n\\nProduct Details\\n\\nFeatures: AI technology, Bluetooth-enabled, intuitive app with real-time brush tracking, built-in timer, pressure sensor, multiple settings, tongue cleaner | Includes: Handle, charger, travel case, 4 brush heads\\n\\nBest Budget\\n\\nVoom Sonic Pro 5 Electronic Toothbrush\\n\\nWhy We Like It\\n\\nStarting with an affordable price tag, the Voom Sonic Pro 5 Rechargeable Electronic Toothbrush offers more features and effectiveness than expected. We found the setup of the Voom Sonic Pro 5 Rechargeable Electronic Toothbrush to be remarkably easy and intuitive. While most settings were self-explanatory, we referred to the manual to grasp each function thoroughly. The handle was the perfect width, offering comfortable handling. Although the brush head seemed initially small, it worked well, and switching between settings was simple despite occasional accidental changes.\\n\\nA notable feature was the timer—a 2-minute timer with 30-second intervals for each teeth quadrant, a significant aid. The toothbrush offers five settings catering to different needs, although it lacks a battery life indicator and a built-in sensor. Despite the absence of some features, the 2-minute timer with quadrant alerts stood out, leaving our teeth exceptionally clean, reminiscent of a post-dental cleaning appointment. We highly recommend this toothbrush for lazy brushers, those with sensitive teeth, and individuals aiming to whiten their teeth and remove stains.\\n\\nIt's Worth Noting\\n\\nThe absence of a battery life indicator or built-in sensor makes monitoring the remaining battery life challenging.\\n\\nProduct Details:\\n\\nFeatures: Built-in timer, 5 speeds | Includes: 2 brush heads, USB charge cord\\n\\nBest for Travel\\n\\nOral-B iO Series 8\\n\\nWhy We Like It\\n\\nThe Oral-B iO Series 8 Electric Toothbrush, with its compact design and travel-friendly features, is an excellent companion for on-the-go dental care.\\n\\nThe toothbrush is beautiful visually, with a handle that's just the right thickness, making it easy to travel with and display. While the spin speed was fast and caused a bit of a mess, maneuvering it in the mouth was simple. The toothbrush head is relatively small, requiring a pause to switch settings during brushing. Cleaning was easy, though toothpaste residue stuck to the dark purple brush.\\n\\nThe toothbrush's functionality impressed us, especially the AI integration with the app for precise brushing tracking and a helpful red blink when brushing too hard. The app gamified the experience, providing scores and tracking results. Battery life was conveniently displayed, and the Bluetooth and WiFi features were surprisingly effective, although setting up an Oral B account was a minor annoyance. The sensor indicating excessive pressure was an eye-opener.\\n\\nOur teeth felt wonderfully clean, so we converted to using electric toothbrushes. Despite the relatively high cost, the investment seemed worthwhile considering its daily use and impact on dental health. This toothbrush is excellent for those who brush aggressively, offering useful alerts and callouts.\\n\\nIt's Worth Noting\\n\\nThe Oral-B iO Series 8 Electric Toothbrush setup can be a bit frustrating, as it requires downloading an app, which feels like an extra step. However, the setup instructions were clear and easy to follow.\\n\\nProduct Details:\\n\\nFeatures: Smart pressure sensor, Interactive color display, AI recognition, 6 smart modes | Includes: 3 brush heads, charging stand, travel case\\n\\nBest Sonicare\\n\\nPhilips Sonicare ProtectiveClean Electric Toothbrush\\n\\nWhy We Like It\\n\\nThe ProtectiveClean 6100 toothbrush stands as a testament to Sonicare's excellence, surpassing even the fanciest Sonicares with its multiple settings—clean, whiten, and gum—three intensity levels, and superior performance.\\n\\nSetting it up was a breeze and highly intuitive; no manual consultation was needed. One button was for the setting, another was to power it on, and adjusting intensity mid-brush was easy. The handle design, reminiscent of our older Sonicare, made maneuvering easy. The brush head size was perfect, offering comfort and efficient coverage.\\n\\nThe timer worked well, though switching settings mid-brush could be smoother. Battery life impressed us—charged once, and it's been over a month with a single charge. We appreciate the absence of Wi-Fi, Bluetooth, or an app—it keeps brushing simple and effective.\\n\\nPost-brushing, our teeth felt exceptionally clean, akin to a dental visit. Given the brand's reputation and the toothbrush's settings and intensities, this toothbrush is a great fit for those looking for a thorough and effective clean.\\n\\nIt's Worth Noting\\n\\nChanging settings mid-brush requires stopping the brush, interrupting the flow of the brushing experience.\\n\\nProduct Details:\\n\\nFeatures: Built-in timer, Pressure sensor, Brush head reminder | Includes: Charging stand, 1 brush head\\n\\nBest for Sensitive Teeth\\n\\nOral-B iO Series 5\\n\\nWhy We Like It\\n\\nThe Oral-B iO Series 5 toothbrush is an excellent choice for sensitive teeth, thanks to its specialized sensitivity modes and gentle brushing experience. The toothbrush offers multiple settings (sensitive, extra sensitive, intense, polish) and various intensity levels. Initially, we thought the toothbrush might be too thin, but it was just right for reaching all areas comfortably, and the brush head size suited our needs.\\n\\nWe found the setup of the Oral-B iO Series 5 toothbrush to be straightforward, but understanding the light-up buttons required reading the instructions, especially for first-time electric toothbrush users. The built-in timer with 30-second alerts and a 2-minute indicator worked well, though the toothbrush didn't auto-stop at 2 minutes as expected. The battery life indicator and pressure sensor were valuable features. The toothbrush can connect to a Bluetooth app, providing extra functionalities like a timer, ring color customization, and an AI display to monitor brushing.\\n\\nOur teeth felt exceptionally clean after using this toothbrush, especially when reaching tricky spots effortlessly. Considering its features and being priced below average, it's a good deal, despite lacking an automatic 2-minute shut-off feature. This toothbrush is ideal for individuals who tend to over or underbrush and those with sensitive teeth or inconsistent brushing pressure.\\n\\nIt's Worth Noting\\n\\nThe color \\\"white\\\" on the ring, indicating gentler pressure, is actually blue, potentially causing confusion or misunderstanding for users.\\n\\nProduct Details:\\n\\nFeatures: Pressure sensor, Timer, Bluetooth | Includes: Charger, 1 brush head, Travel case,\\n\\nOur Experts\\n\\nOur team of dental professionals has guided us through researching and testing the best electric toothbrushes. They each bring specialized knowledge and experience to provide reliable recommendations for your oral health routine.\\n\\nMelissa Seibert, DDS, CEO of the Dental Digest Institute\\nMarc Schlenoff, DDS, FAGD, Vice President of Clinical Development at Tend\\n\\nElectric vs. Manual Toothbrushes\\n\\nAccording to Dr. Schlenoff, if used properly, both manual and electric toothbrushes can be effective. He says it's really a matter of personal preference. While they can both do a good job cleaning your teeth, an electric toothbrush comes with smart technology like pressure sensors, facial recognition, and brushing timers. If those features are appealing to you, you may prefer an electric toothbrush.\\n\\nElectric Toothbrushes and Sensitive Teeth\\n\\nIf you suffer from sensitive teeth or gums, look for toothbrushes that have a sensitivity setting, according to Melissa Seibert, DDS, CEO of the Dental Digest Institute. Some electric toothbrushes have AI technology or pressure sensors that teach you how to brush the right amount and apply the right amount of pressure, says Dr. Seibert. \\\"Brushes with oscillating-rotating technology are a very effective mechanism for delivering a safe, but effective clean,\\\" she adds.\\n\\nTo further accommodate sensitive mouths, you can also look for soft or gentle brush heads. Dr. Seibert recommends using toothpaste, fluoride, or one formulated for sensitive teeth.\\n\\nMore Electric Toothbrushes to Consider\\n\\nWe also tested these toothbrushes but ultimately decided not to include them in our list above. They fell short in our test when it came to technology, features, and functionality:\\n\\nOral-B Pro 1000 CrossAction Electric Toothbrush: While the brush delivers a good clean, it only has one mode and no timer.\\nPhilips Sonicare DiamondClean Electric Toothbrush: The brush has four different modes and is easy to use, but it doesn't have a pressure sensor, and the app is finicky when logging.\\nquip Adult Smart Electric Toothbrush: This toothbrush is simple and easy to use, but it doesn't have any unique features like sensors.\\nForeo Issa 3: While a nice-looking toothbrush, it does not do a good job cleaning teeth, and the charging cord is too short, making the charging and setup process difficult.\\n\\nWho We Are\\n\\nLauren Paige Richeson is an experienced haircare and skincare editor at Health, specializing in beauty, haircare, and dental products. She has spent years researching and testing content that helps readers make informed personal care choices. With a strong background in health journalism, Lauren ensures that her recommendations are grounded in scientific evidence and real-world testing, providing credible and effective advice.\", \"url\": \"https://www.health.com/condition/oral-health/best-electric-toothbrush\", \"with\": [\"Our favorites are easy to use, clean thoroughly, and have great accessories\", \"I also like that it has multiple cleaning modes, alerts me if I’m brushing too hard, and has a built-in timer. I prefer my electric toothbrush to manual options, so I even purchased this case to continue using it even when traveling.\", \"After a two-minute brushing, the screen and its smiley face added a fun, rewarding element to the routine. While the $400 price tag felt steep, the toothbrush impressed with its advanced features, catering to varied oral care needs.\", \"Features: AI technology, Bluetooth-enabled, intuitive app with real-time brush tracking, built-in timer, pressure sensor, multiple settings, tongue cleaner | Includes: Handle, charger, travel case, 4 brush heads\", \"The absence of a battery life indicator or built-in sensor makes monitoring the remaining battery life challenging.\"], \"without\": [\"Recalls and Food Safety\", \"Conditions A-Z\", \"The 7 Best Oral-B\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4846", "input": "https://beefound.agency/google-product-review-guide/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4846\", \"ground_truth_path\": \"source/test/ground-truth/4846.json\", \"ground_truth_sha256\": \"1e1aac8857a67bb08b7ff8c545dc4949de2e25e50d1ce6f06286136b2195c230\", \"html_path\": \"source/test/html/4846.html.gz\", \"html_sha256\": \"a2cfc66db60664c178f149e447c130e421fef3109f1fbafb4007da7b69296a27\", \"page_type\": \"article\", \"reference\": \"98% of shoppers say reviews are essential for making purchase decisions. So, if every one of your items has a solid Google Product Review to go with it, you’re onto a winner.\\n\\nIn this handy guide, we’ll dive into the nitty gritty of Google Product Reviews and Ratings, exploring where they appear, how to add them to your shopping ads, and their impact on visibility and your bottom line.\\n\\nSkip to:\\n\\nWhat Are Google Product Reviews?\\n\\nA Google Product Review is a customer’s opinion about a specific product they’ve purchased. Reviews can be collected via third-party apps like Trustpilot and submitted to Google through manual or automated Product Review feeds.\\n\\nCrucial for the buyer journey and decision-making process, they allow people to see how your product performs based on real-life experiences, from durability to ease of use, and how they fare against expectations.\\n\\nThis helps inform buyers and establish trust in your products, which is important in highly competitive environments like Google Shopping, where customers can face walls of almost identical products.\\n\\nWhat are Google Product Ratings?\\n\\nGoogle Product Ratings are the aggregated star scores that appear in Google Shopping Ad results. These are only eligible for display when Google has received at least 50 product-specific reviews across your Merchant Center account and act as quick social proof regarding your products.\\n\\nThe two terms are sometimes used interchangeably, but it’s important to distinguish between the two. Reviews are the written feedback, and ratings are the visible stars, which only appear if the underlying reviews exist and meet Google’s eligibility criteria.\\n\\nWhere do Google Product Ratings Appear?\\n\\nGoogle Product Ratings can show up in multiple places. To read the full written Product Reviews, users need to click through to the product listing or merchant page.\\n\\nHere are where customers can find Google Product Ratings:\\nGoogle Shopping Ads: This is the most important and common placement you’ll find Google Product Reviews.\\nFree Google Shopping listings: Unpaid listings can also include Product Reviews, giving them a better chance of attracting attention.\\nSearch engine results pages (SERPs): If your product schema has been input correctly, Google Product Reviews can be found in SERPs as rich snippets. These highlight review information directly in the organic listing.\\nGoogle Seller Ratings: While Product Reviews focus on individual items, Google Seller Ratings are a combined score for your business using several review platforms that can influence the performance of your Google Shopping and Text Ads. These only appear if your business has received at least 100 seller reviews in the past 12 months.\\n\\nBy combining the above, you can prove to potential customers that your products and brand are both top-notch. This ultimately gives you more conversion power.\\n\\nIt’s easy to confuse the various review types across Google, but each of them has its own unique purpose:\\n\\nThese are written for products (and products only!) and can influence conversions by demonstrating positive buyer feedback, AKA social proof, in Google Shopping reviews and organic listings.\\n\\nThe image below shows a Google Product Rating, rather than a Product Review, which can only be accessed after clicking the product listing or the merchant’s page.\\n\\nNow, here are the Google Product Reviews in action:\\n\\nBusiness reviews are tied to your entire business, not just a product, and are also known as Google Reviews. They appear in Google Maps, your Google Business Profile, and local search results, and reflect your overall customer service and purchasing experience.\\n\\nMerchant Reviews (Seller Ratings)\\n\\nGoogle Merchant Reviews, or Google Seller Ratings, are amalgamated from different online review platforms into one singular rating.\\n\\nThe above example from Google Shopping shows merchant reviews in action, with star ratings combined from different review platforms and displayed alongside Shopping Ads when a seller has enough recent feedback. You can check your Google Seller Rating here.\\n\\nSeller Ratings and Business Reviews are fantastic for ad campaigns by attracting more people to begin with, while Product Reviews can turn this interest into clicks and sales. This helps you establish more of a presence in Google Shopping results, lowering CPC (cost per click) and improving ROAS (return on ad spend).\\n\\nKeen to understand the wider benefits of reviews for your business? Find out why reviews are important and how Google Seller Ratings can increase sales.\\n\\nWhy Google Product Reviews Matter for Visibility and Sales\\n\\nGoogle Product Reviews are key influencers for digital performance, and can change the fate of your business on multiple levels, particularly regarding Google Shopping reviews and paid ad results:\\nBetter CTR (click-through-rate): Products with high star ratings are more visually appealing in shopping results and establish trust in your business. This increases the chances of receiving a click.\\nImprove conversion rates: Positive reviews reduce buyer hesitation by offering social proof, which can entice shoppers to use your website instead of your competitors’.\\nSupport Google Ads performance: While they aren’t a direct component, positive Product Reviews can indirectly improve your Google Ad Rank and reduce CPC by demonstrating quality.\\nImprove SEO: While Google Product Reviews are excellent for paid ads, they also feed into Google’s E-E-A-T (experience, expertise, authoritativeness, and trustworthiness) framework by providing keyword-heavy user-generated content. This can help you move up the rankings.\\nOptimise AI overviews: Customer experiences and opinions often train AI models to provide more accurate overviews. This is becoming increasingly important as more people rely on AI for their information.\\n\\nFor your business, the above do much more than simply help you sell products. They improve ad performance, help you maximise your budget, and can enhance SEO for your business.\\n\\nHow to Add Google Product Reviews to Shopping Ads\\n\\nIf you haven’t already, it’s worth enabling reviews on your Shopping Ad products.\\n\\nTo do so, follow these four simple steps:\\n\\n1. Join Google’s Product Ratings Program\\n\\nVisit the Google Merchant Center Help page and complete the interest form for the “Product Ratings Program.” To qualify, you must have at least 50 eligible Product Reviews, and your Merchant Center account must be active and correctly configured for Shopping Ads.\\n\\n2. Submit a review feed\\n\\nNext, compile a Product Review feed using the XML format. This should comprise fields like the product ID (which matches your Merchant Center feed), review date, star rating, name of reviewer, and the content.\\n\\nUpload this to Google via the Merchant Center or automatically syndicate it from a review aggregator.\\n\\nFor help with formatting, check out Google’s Product Review specifications.\\n\\n3. Use an aggregator\\n\\nPlatforms like reviews.io can be integrated with Google and simplify the process of getting your reviews online, which can be technical. You can also choose integrations that automatically collect reviews for your business, format your feed to meet Google’s criteria, and keep everything updated.\\n\\nAll of this saves you time and keeps things compliant with Google.\\n\\n4. Maintain new reviews\\n\\nActively monitor your reviews in Google Merchant Center to make sure recent, positive reviews are given the limelight, as older reviews can be less impactful, and outdated content may not be as prominently displayed. Automation helps you continually collect recent feedback.\\n\\nCombining product-level feedback with a great seller reputation, you can get your ads seen by more people, increase conversions, and contribute to the wider goal of growing your business online.\\n\\nBest Practice Tips for Managing Google Product Reviews\\n\\nGetting Google Product Reviews is just the start; you also need to manage them consistently for sustainable success.\\n\\nHere are some top tips to ensure your reviews are well-managed:\\nAutomate review requests with after-purchase follow-ups for greater response rates.\\nPublicly respond to every review, especially negative ones. Customers love transparency, and you can ease concerns with proactive honesty.\\nOptimise your Google Business Profile with products and location-based listings that are fully integrated.\\nUse the right review platforms with tools that support Google syndication, such as Yotpo.\\nDrive initial traffic with PPC to create a stronger first impression, fuel review activity, and get more customers.\\n\\nFinal Thoughts\\n\\nGoogle Product Ratings aren’t just shiny little stars; they’re incredibly important performance tools for brands operating online. They boost trust for potential customers and drive better Shopping Ads, stronger SEO performance, and efficient growth for your business.\\n\\nWhether you run a SaaS company, sell products online, or are looking to scale a national retail operation, integrating Google Product Reviews into your strategy can make a substantial impact.\\n\\nIf you sell any products online and want to sell more, give our hive of experts a ‘buzz’ on 01904 373 069 or email hello@beefound.agency.\", \"url\": \"https://beefound.agency/google-product-review-guide/\", \"with\": [\"98% of shoppers say reviews are essential for making purchase decisions. So, if every one of your items has a solid Google Product Review to go with it, you’re onto a winner.\", \"In this handy guide, we’ll dive into the nitty gritty of Google Product Reviews and Ratings, exploring where they appear, how to add them to your shopping ads, and their impact on visibility and your bottom line.\", \"A Google Product Review is a customer’s opinion about a specific product they’ve purchased. Reviews can be collected via third-party apps like Trustpilot and submitted to Google through manual or automated Product Review feeds.\", \"Crucial for the buyer journey and decision-making process, they allow people to see how your product performs based on real-life experiences, from durability to ease of use, and how they fare against expectations.\", \"This helps inform buyers and establish trust in your products, which is important in highly competitive environments like Google Shopping, where customers can face walls of almost identical products.\"], \"without\": [\"Digital Marketing Blog\", \"Paid Search\", \"PromptRank – AI SEO\", \"Business Advice\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4897", "input": "https://resumeandcareerservices.com/product/professional-resume-writing-service/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4897\", \"ground_truth_path\": \"source/test/ground-truth/4897.json\", \"ground_truth_sha256\": \"39a924011a93300f526b3d9a86f86f6009394a5b851604aab5a1617fd7e4875b\", \"html_path\": \"source/test/html/4897.html.gz\", \"html_sha256\": \"2b6f22bd619f32c76ea41cdafa21fe84d2f34107148a40c8feca37e4c7bfe4ad\", \"page_type\": \"service\", \"reference\": \"$399.00\\n\\nOoops… This content is reserved for members only.\\n\\nWe’re so glad you’ve stumbled across Resume and Career Services. If you’re a job seeker, you’re probably looking for some quality information to help on your search—and we’d love to help!\\n\\nOur Career Advancement Program walks you through everything you need to know to secure multiple offers in your job search. We start with creating your career goal, help you develop your personal brand on your resume and LinkedIn, walk you through how to effectively network, and hone your interview skills so you can secure the offer.\\n\\nInterested in joining us? Click below to learn more and sign up!\", \"url\": \"https://resumeandcareerservices.com/product/professional-resume-writing-service/\", \"with\": [\"Ooops… This content is reserved for members only.\", \"Our Career Advancement Program walks you through everything you need to know to \", \"Interested in joining us? Click below to learn more and sign up!\"], \"without\": [\"What to Expect\", \"Career Insights\", \"Outplacement Services\", \"Privacy Policy\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4919", "input": "https://www.synthesis.com/tutor", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4919\", \"ground_truth_path\": \"source/test/ground-truth/4919.json\", \"ground_truth_sha256\": \"0e7331d1d53fb686bc2ad809fbe75d7f9cc5c044797f1b24b14cc768aa2ab754\", \"html_path\": \"source/test/html/4919.html.gz\", \"html_sha256\": \"89f24adc3e8a0a9815a022d00be5762cf7d40d603548ce741fe1487dd99b9597\", \"page_type\": \"service\", \"reference\": \"Your child's personal math tutor.\\n\\nYour child's personal math tutor.\\n\\nWarm, patient, encouraging. The Tutor adapts to your child, so you never have to worry about them falling behind. Immediate results for less than $1/day.\\n\\nNever worry about your child falling behind. Immediate results for less than $1/day.\\n\\n\\\"I don't think education is one size fits all. With Synthesis, our kids are not only learning at their own pace, but exceeding expectations in and out of the classroom.\\\"\\n\\nChrisman Frank\\n\\nCEO, Synthesis\\n\\nUnlike any other app.\\nA personalized math companion.\\n\\nTry it for free\\n\\nNo credit card necessary\\n\\nA revolution in math learning.\\n\\n25,000+ families can't be wrong.\\nBuild your child's skills and confidence with Synthesis Tutor.\\n\\n“\\n\\nOur seven-year-old daughter could spend two hours on Synthesis. She loves the engagement and encouragement from her Tutor. She no longer feels intimidated by making a mistake.\\n\\nBryce’s mom\\n\\n“\\n\\nThis is magical, and priceless beyond compare. Synthesis Tutor challenges him to think in new ways and actually put in effort.\\n\\nWayne’s mom\\n\\n“\\n\\nMy 10yo son went from hating math to asking to do Synthesis Tutor ALL. THE. TIME. Pretty cool to see how Tutor can completely change a kid's reception to math.\\n\\nAyden’s mom\\n\\n“\\n\\nThe ease of use and friendliness of Tutor engages and encourages her at every step. Every time she unlocks a new level, it increases her confidence and raises her enthusiasm to learn new concepts. She emphasizes how fun the fractions are, and continues to grow and learn in the relationship of numbers.\\n\\nClaire’s mom\\n\\n“\\n\\nMy son has never been this motivated to study math.\\nHe loves it.\\n\\nNoah’s mom\\n\\n“\\n\\nSynthesis Tutor goes beyond rote math memorization - it empowers my child to explore, understand and excel. It's the educational AI that actually works, and I am excited to see my son thrive with its guidance.\\n\\nAnand’s dad\\n\\n“\\n\\nSynthesis is great for her because she needs the multi-sensory approach, and manipulatives as well as playful screen-based lessons to engage her.\\n\\nJane's mom\\n\\n“\\n\\nThere are times in homeschooling when you can see it click with your child. With Synthesis, I get to see that almost every time. Even better, I am starting to see them applying strategies they learn in Synthesis to other topics.\\n\\n-Noah’s mom\\n\\nAdapts to your child’s ability\\n\\nImmediate evaluation and adaptation\\n\\nFamiliar learning environment\\n\\nOptimized for learning\\n\\nActive engagement\\n\\nFun and gamified\\n\\nProgress reports\\n\\nHands-off for parents and teachers\\n\\nTry it for free\\n\\nNo credit card necessary\\n\\nMaster the foundations.\\nThen go beyond.\\n\\nSynthesis Tutor covers the standard K-5 math curriculum, and goes much further. Lock in the fundamentals and gain deep understanding with a multisensory experience. Turn math into hands-on play.\\n\\nCounting & Cardinality\\n\\nAddition\\n\\nSubtraction\\n\\nMultiplication\\n\\nDivision\\n\\nFractions\\n\\nAlgebraic Thinking\\n\\nAnd More\\n\\nTry it for free\\n\\nNo credit card necessary\\n\\nTry it now.\\n\\nPlay for free on tablet or desktop. Enter your email and we will send you a link.\\n\\nTry it now.\\n\\nThe best way to learn your times tables.\\nNo signup required.\\n\\nPlay Flashcards\\n\\nThe only digitally-native math tool.\\n\\nOther math tools are based on textbooks and worksheets. Synthesis Tutor leverages new technology to create a learning experience that comes to life.\\n\\nFoundational Understanding\\n\\nThe Tutor doesn't just teach — it builds deep understanding.\\n\\n1-on-1 Attention\\n\\nYour child will feel like they’re learning with a real teacher.\\n\\nFills the Gaps\\n\\nCustomized instruction targets gaps in knowledge to build strong math foundations.\\n\\nImmersive, Engaging, Fun\\n\\nWith the Tutor, math is an experience kids actively look forward to.\\n\\nMath That Clicks\\n\\nThe tutor engages all of the senses, helping build deep understanding and confidence.\\n\\nDeep\\n\\nFoundational Understanding\\n\\nThe Tutor doesn't just teach — it builds deep understanding. No matter where your child is on their math journey, the Tutor will help unlock their problem-solving potential.\\n\\nPERSONAL\\n\\n1-on-1 Attention\\n\\nSynthesis Tutor provides patient, immediate, tailored guidance for every problem in every lesson. Your child will feel like they’re learning with a real teacher.\\n\\nADAPTIVE\\n\\nSurfaces Mistakes. Fills in the Gaps.\\n\\nMistakes are expected.\\nCustomized instruction targets gaps in knowledge, helping your child to feel supported every step of the way.\\n\\nFUN\\n\\nImmersive, Engaging, and Fun\\n\\nEvery aspect of Synthesis is designed to captivate kids' interests and make math feel like an adventure. With the Tutor, math is an experience kids actively look forward to.\\n\\nHANDS-ON\\n\\nMath that Clicks\\n\\nKids learn best when they start their journey to mastery by using their body. The tutor engages all of the senses and invites students to take action, helping build deep understanding and confidence.\\n\\nThe best math Tutor\\n\\nFor the whole family.\\n\\nSelect a plan. Start your 7-day free trial.\\n\\nHOLIDAY SALE: GET 20% OFF NOW\\n\\n1 Child\\n\\nFamily\\n\\nFOR UP TO 10 STUDENTS\\n\\nFamily\\n\\nMonthly\\n\\n$70\\n\\n.00\\n\\n/mo\\n\\nMonthly payment\\n\\nFamily\\n\\nLifetime\\n\\n$1,499\\n\\nOne-time payment\\n\\nMonthly\\n\\nUP TO 7 KIDS\\n\\n$29/month\\n\\n$15 off\\n\\n$ 29\\n\\n/month\\n\\nequal to $348/year\\n\\nStart a free trial\\n\\nFOR ONE STUDENT\\n\\nIndividual\\n\\nMonthly\\n\\n$45\\n\\n.00\\n\\n/mo\\n\\nMonthly payment\\n\\nIndividual\\n\\nLifetime\\n\\n$999\\n\\nOne-time payment\\n\\nMonthly\\n\\n1 CHILD\\n\\n$45/month\\n\\n$10 off\\n\\n$ 35\\n\\n/month\\n\\nequal to $420/year\\n\\nStart a free trial\\n\\nTry it for free\\n\\nNo credit card necessary\\n\\nSee a real lesson in action.\\n\\nHere’s how Synthesis kids learn fractions.\\n\\nAn education worthy of SpaceX\\n\\nIn 2014, Elon Musk asked me to start an experimental school with him at SpaceX. The goal was to develop students who are enthralled by complexity and solving for the unknown. Synthesis offers the most innovative learning experiences from that school.\\n\\nSynthesis Tutor does what school was supposed to: Show your kids that they can learn anything, and that every \\\"boring\\\" topic is fascinating when taught well.\\n\\nUntil recently, Synthesis was only available to a handful of SpaceX families. Today, our community is worldwide and growing quickly. Excited for you to be a part of it.\\n\\nJosh Dahn\\n\\nCofounder, Synthesis\\n\\nTry it for free\\n\\nNo credit card necessary\\n\\nCommon Questions\\n\\nGetting started with Tutor is free and easy.\\n\\nWhat is the age range for Synthesis Tutor?\\n\\nMy child is an emerging reader. Can they still use this product?\\n\\nCan I use Synthesis Tutor on a tablet?\\n\\nIs Synthesis Tutor AI?\\n\\nHow will the system evaluate student progress?\\n\\nWill Synthesis Tutor help neurodiverse students?\\n\\nCan I get Synthesis Tutor for my classroom or school?\\n\\nIs Synthesis Tutor available in other languages?\\n\\nHOLIDAY SALE: GET 20% OFF NOW. Discount automatically applied at checkout.\", \"url\": \"https://www.synthesis.com/tutor\", \"with\": [\"Never worry about your child falling behind. Immediate results for less than $1/\", \"Play for free on tablet or desktop. Enter your email and we will send you a link\", \"Select a plan. Start your 7-day free trial.\", \"HOLIDAY SALE: GET 20% OFF NOW. Discount automatically applied at checkout.\"], \"without\": [\"Soft Skills\", \"For Educators\", \"iPad App Store.\", \"Try Tutor today\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4920", "input": "https://www.tutordoctor.com/tutoring-services/subject-tutoring/math-tutoring/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4920\", \"ground_truth_path\": \"source/test/ground-truth/4920.json\", \"ground_truth_sha256\": \"830e0e63cf57b59b93c9659e59b660669c637704ccd9f588aca017c2abace0f8\", \"html_path\": \"source/test/html/4920.html.gz\", \"html_sha256\": \"2a13d49fa4d9f56b42200a66795f5746bfc2a89ccfde45c7227f869424b204e9\", \"page_type\": \"service\", \"reference\": \"Private In Home Math Tutors Near You\\n\\nTutor Doctor offers in person and online math tutoring programs that can help you become really good at math. Our program is meant for students of any age, from those who are in elementary and middle school to adults who want extra help with their math skills.\\n\\nWe also have a private math tutor available for more personalized learning right at your home. This tutor will provide all the necessary tools to learn better habits when it comes to studying and getting organized.\\n\\nOverall, our goal is to make sure that our math tutor programs meet your specific needs no matter where you are in your learning journey.\\n\\nElevate your math skills to the next level with Tutor Doctor’s expert math tutor. Act now, secure improved grades and enhanced understanding today!\\n\\nStudies show a natural ability is not required for a student to succeed at math. While natural talent does help some children get ahead of the curve—particularly in lower grades—a study by the Norwegian University of Science and Technology (NTNU) in Trondheim showed that the biggest predictor of success was practice and a positive attitude.\\n\\nTutors For Math Near You\\n\\nOne of the best ways to affect both practice and a positive attitude is to enlist the help of a private, in-home, or online tutor for math near you. Our private math tutors are handpicked and matched with your student based on personality and learning style. There’s no need to be confused in math class—our talented math tutors are proven to help improve grades and student self-esteem!\\n\\nDiscover the convenient advantages of an online math tutor. Call (888) 718-8832 to find a tutoring location near you.\\n\\nOnline Math Tutoring\\n\\nThe convenience of modern technology isn’t lost on education. In fact, we’re doing our best to make learning and our tutoring services more accessible day and night. This is why we offer online math tutoring so that your student can get extra assistance before an exam or support understanding a complex math concept in the comfort of home.\\n\\nTutor Doctor provides personalized one-on-one math tutoring services designed to help students in grades K-12 and adults succeed. Our experienced and certified tutors provide instruction tailored to meet the individual needs of each student. Whether you’re looking for a college math tutor, online math tutor for adults, or a tutor for elementary school mathematics, Tutor Doctor has an experienced professional who can help you achieve your goals.\\n\\nOur college math tutoring program focuses on helping students understand fundamental concepts such as algebra, calculus, trigonometry and statistics. We use proven techniques that are adapted to fit the learning style of each individual student so they can excel in their studies.\\n\\nOur online math tutoring can benefit you by:\\n\\nHelping your student save time and money traveling to a tutoring center\\n\\nAllowing your child to receive private tutoring in a place they feel confident and comfortable\\n\\nLearning in a distraction-free environment at their own pace\\n\\nCustomizing tutoring sessions to match your student’s learning style and the math concepts they’re struggling with\\n\\nOur math tutors are highly accomplished and professional mathematical scholars who’ve acquired knowledge through their own studies and teaching experience. We provide your child with personalized online math help that will follow them throughout their academic life and beyond.\\n\\nCollege Math Tutor Online\\n\\nWhether you’re a first-year college student or a senior about to wrap your college career, having a college math tutor online to help you can be the resource needed to begin and end things on a high note. We can help you understand college math basics, including Algebra I, Trigonometry, Geometry, and Calculus I. With these concepts under your belt, you can move on to advanced Algebra and Calculus courses that work closely with science, finance, and business classes.\\n\\nHigh School Math Tutor Online\\n\\nBefore moving on to college-level math, you must retain basic math theories to help grow mathematical knowledge. Without even an introductory exploration of lower-level math, there’s no way your student can be expected to tackle more advanced math courses in college. Our high school math tutors provide tailored private online tutoring assistance that focuses less on memorization and more on understanding and retention. You can rely on our high school math tutors to work with your child to help them build self-confidence and—hopefully—a genuine love for math.\\n\\nPopular Subjects Covered By Our Math Tutors\\n\\nIf your child struggles to understand math now, they will only fall farther and farther behind each year. Personalized live math tutoring can help fill those gaps and help your child build confidence. Our team can assist with the following subjects:\\n\\nElementary Math\\n\\nPre-Algebra, Algebra\\n\\nGeometry\\n\\nPre-Calculus\\n\\nCalculus\\n\\nStatistics\\n\\nTrigonometry\\n\\nSenior Math\\n\\nFunctions & Advanced Functions\\n\\nData Management\\n\\nFoundations 10, 11, & 12\\n\\nApprenticeship & Workplace Math 10, 11, &12\\n\\nAP Courses\\n\\nInterested in Becoming a Math Tutor?\\n\\nApply Now!\\n\\nRequest Your Consultation Today: (888) 718-8832\\n\\nWhen you work with us, you are choosing a program recommended by more than 95% of the people who have tried it. Our private tutoring program is so widely popular because it works—it’s that simple. Tutor Doctor has been featured on television networks like ABC, NBC, and Fox News, as well as in The Wall Street Journal, so you can rest easier knowing that your child’s education is in capable hands when you work with the professionals at Tutor Doctor.\\n\\nWant more information about our math tutoring services? Contact us online to discuss your child’s educational needs with our team!\", \"url\": \"https://www.tutordoctor.com/tutoring-services/subject-tutoring/math-tutoring/\", \"with\": [\"We also have a private math tutor available for more personalized learning right\", \"Tutor Doctor provides personalized one-on-one math tutoring services designed to\", \"Whether you’re a first-year college student or a senior about to wrap your colle\", \"When you work with us, you are choosing a program recommended by more than 95% o\"], \"without\": [\"Our Difference\", \"Our Process\", \"Become A Tutor\", \"Tutor of the Year Award\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "4923", "input": "https://www.wyzant.com/College_Math_tutors.aspx", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4923\", \"ground_truth_path\": \"source/test/ground-truth/4923.json\", \"ground_truth_sha256\": \"ff7be0e72b65e45394e94fa3a0fd786c54c952352e0a4629dd8f3cfcd792bb68\", \"html_path\": \"source/test/html/4923.html.gz\", \"html_sha256\": \"88e60bfb4e45c8b4a30536a043a7e353b56d1c5358cdf90ca1120b794db85615\", \"page_type\": \"listing\", \"reference\": \"Trust the nation's largest network for College Math tutors\\n\\nMore than 4 million 5-star reviews\\n\\n65,000 expert tutors in 300+ subjects\\n\\nFind a great match with our Good Fit Guarantee\\n\\nMore than 4 million 5-star reviews\\n\\n65,000 expert tutors in 300+ subjects\\n\\nFind a great match with our Good Fit Guarantee\\n\\nFeatured by the nation’s most respected news sources\\n\\nTutors from top universities\\n\\nGet 1:1 help fast\\n\\nSee all 1,302 matching tutors\\n\\nFind the best College Math tutor\\n\\nYusuf B. 100 /hour\\n\\n20+ years of high School mathematics experience\\n\\nI use problem-solving and constructive approaches while teaching. My students always love what they learn. Precalculus is a bridge between highschool and college math courses.\\n\\n5.0 (225)\\n\\n100 /hour\\n\\n875 hours tutoring\\n\\nI use problem-solving and constructive approaches while teaching. My students always love what they learn. Precalculus is a bridge between highschool and college math courses.\\n\\nExcellent maths tutor\\n\\nYusuf has really helped me with my IB HL maths. He explains everything really clearly and I would highly recommend him as a tutor. He is always prepared for the lessons and knows how the mark schemes work - Stella, 41 lessons with Yusuf\\n\\nPhilip P. 95 /hour\\n\\nElementary through College Math & Science Tutor; Test Preparator\\n\\nI am a full-time tutor with 15 years and over 4000 hours of experience just on the Wyzant platform. This is not my second job or an opportunity to make extra money for college; this is my profession. It allows me to be more reliable, consistent,...\\n\\n4.9 (1072)\\n\\n95 /hour\\n\\n4,560 hours tutoring\\n\\nI am a full-time tutor with 15 years and over 4000 hours of experience just on the Wyzant platform. This is not my second job or an opportunity to make extra money for college; this is my profession. It allows me to be more reliable, consistent,...\\n\\nExcellent Tutor\\n\\nPhillip was a perfect tutor for our son in high school. He was patient and very good at explaining things in just the right way to help my son understand the subject. He was flexible with my son's sport schedule, polite and caring... - Cindy, 94 lessons with Philip\\n\\nKubrat D. 175 /hour\\n\\nIvy League expert in Calculus, Probability and Linear Algebra\\n\\nI am a Berkeley/Princeton educated tutor with 10 years of experience teaching all college math subjects. Unlike a lot of other tutors, I have the educator mindset rather than the student mindset, and I can break down complicated math...\\n\\n5.0 (1104)\\n\\n175 /hour\\n\\n4,554 hours tutoring\\n\\nResponse time: 28 minutes\\n\\nI am a Berkeley/Princeton educated tutor with 10 years of experience teaching all college math subjects. Unlike a lot of other tutors, I have the educator mindset rather than the student mindset, and I can break down complicated math...\\n\\nOutstanding teacher\\n\\nKubrat is a high-level teacher. We came across him after trying two other teachers. Not only is he a math genius and very skilled in what he does, but also he is also extremely focused, efficient and cares about his students. He i... - Joseph, 75 lessons with Kubrat\\n\\nJoshua G. 45 /hour\\n\\nMathematics/Statistics Tutor With Experience In Teaching College Math\\n\\nI'm Joshua. I graduated with a Doctorate degree in Biostatistics in 2013, with a Masters degree in Biostatistics in 2009, and with a Bachelor's degree in Mathematics and a minor in Computer Science (I graduated summa cum laude) in 2007. I...\\n\\n4.9 (1538)\\n\\n45 /hour\\n\\n7,157 hours tutoring\\n\\nResponse time: 33 minutes\\n\\nI'm Joshua. I graduated with a Doctorate degree in Biostatistics in 2013, with a Masters degree in Biostatistics in 2009, and with a Bachelor's degree in Mathematics and a minor in Computer Science (I graduated summa cum laude) in 2007. I...\\n\\nHis brilliance in the subject matter is undeniable, but what truly sets him apart is his empathy and gentlemanly demeanor\\n\\nI am grateful for Joshua's incredible support and guidance throughout my Biostatistics projects. He has consistently gone above and beyond, dedicating his time and expertise to help me succeed. I've learned more from Joshua than m... - Angela, 144 lessons with Joshua\\n\\nJennifer M. 325 /hour\\n\\nExperienced AP and College Calculus and Physics Tutor\\n\\nI have a passion for explaining math in a way that is easy to understand. I have been tutoring middle school, high school, and college math and science for about 15 years. I have a background in hydraulic engineering but am currently...\\n\\n5.0 (1669)\\n\\n325 /hour\\n\\n7,060 hours tutoring\\n\\nResponse time: 55 minutes\\n\\nI have a passion for explaining math in a way that is easy to understand. I have been tutoring middle school, high school, and college math and science for about 15 years. I have a background in hydraulic engineering but am currently...\\n\\nThe BEST AP Physics and AP Calculus Tutor!\\n\\nJennifer is the BEST AP Physics and AP Calculus Tutor, hands down. She takes concepts that are very challenging and breaks them down into simple parts. She is patient, encouraging, and inspiring! I took AP Calculus B/C last year a... - Ross, 81 lessons with Jennifer\\n\\nKevin S. 60 /hour\\n\\nHigh School / College Math Tutor Specializing in Calculus\\n\\nHi, I'm Kevin. I'm originally from metro Atlanta, but I got my Systems Engineering degree at Washington University in St. Louis where I discovered my passion for tutoring. I've always been \\\"a math person,\\\" and somewhere along the way, I realized I...\\n\\n5.0 (1134)\\n\\n60 /hour\\n\\n3,436 hours tutoring\\n\\nResponse time: 21 minutes\\n\\nHi, I'm Kevin. I'm originally from metro Atlanta, but I got my Systems Engineering degree at Washington University in St. Louis where I discovered my passion for tutoring. I've always been \\\"a math person,\\\" and somewhere along the way, I realized I...\\n\\nTutor Specializing in Calculus\\n\\nOn Wyzant, I submitted a request for an AP Calculus AB tutor after realizing my son needed help. After reviewing the responses from available tutors, I selected Kevin. We continued with Kevin as our sons' tutor for the AP Calculus... - Madhavi, 33 lessons with Kevin\\n\\nRUBEN S. 150 /hour\\n\\n4.0 GPA Mathematics/Computer Science Graduate Helping Students Succeed\\n\\nCollege Math graduate with 4.0 GPA, ACT and SAT Math tutor for over 5 years\\n\\n5.0 (1503)\\n\\n150 /hour\\n\\n8,235 hours tutoring\\n\\nResponse time: 2 minutes\\n\\nCollege Math graduate with 4.0 GPA, ACT and SAT Math tutor for over 5 years\\n\\nBest Tutor Ever\\n\\nYou will not find a more dedicated, professional tutor than Ruben. Not only is he an extremely talented mathematician, but he is also an exceptionally caring instructor. Ruben provided tutoring services for my son in Pre-Calc and... - Catherine, 75 lessons with RUBEN\\n\\nAlex B. 150 /hour\\n\\nPatient High School and College Math Tutor Specializing in Calc\\n\\nI'm Alex! I graduated from the Milwaukee School of Engineering with a Bachelor of Science in Mechanical Engineering. After graduating and being thrust into the pandemic, I saw that a larger disconnect was beginning to grow between students and the...\\n\\n5.0 (62)\\n\\n150 /hour\\n\\n207 hours tutoring\\n\\nResponse time: 5 minutes\\n\\nI'm Alex! I graduated from the Milwaukee School of Engineering with a Bachelor of Science in Mechanical Engineering. After graduating and being thrust into the pandemic, I saw that a larger disconnect was beginning to grow between students and the...\\n\\nHighly Recommend Alex – Outstanding Pre-Calculus Tutor!\\n\\nMy daughter was struggling significantly on pre-calculus in the last quarter of school and performed poorly on several exams. In search of a solution, I came across Alex on Wyzant, and I couldn't be more grateful. Since beginning... - Wilson, 8 lessons with Alex\\n\\nJames E. 120 /hour\\n\\nMasters in physics, 18 years tutoring, 10 years online tutoring.\\n\\nI specialize in college math, physics and physical chemistry courses. Very few tutors are willing to help with these classes. If you need help with Calculus 3, differential equations, linear algebra, Mechanics, E&M, Modern Physics,...\\n\\nInstant Book This week\\n\\n4.9 (730)\\n\\n120 /hour\\n\\n4,151 hours tutoring\\n\\nI specialize in college math, physics and physical chemistry courses. Very few tutors are willing to help with these classes. If you need help with Calculus 3, differential equations, linear algebra, Mechanics, E&M, Modern Physics,...\\n\\nGreat tutor and very patient\\n\\nJames does an excellent job tutoring Calculus 4-differential equations. He has an excellent grasp of the subject and provides examples from physics that illustrate the useful application of the topic. - Malva, 26 lessons with James\\n\\nKaren D. 60 /hour\\n\\nMiddle School, High School, and College Math Teacher/Tutor\\n\\nI have taught and tutored math to a wide range of students in public and private schools as well as online, co-ops, and homeschool. I have tutored math students who want practice with the SAT and ACT tests. Studying and tutoring combined, the...\\n\\n5.0 (755)\\n\\n60 /hour\\n\\n1,444 hours tutoring\\n\\nResponse time: 13 minutes\\n\\nI have taught and tutored math to a wide range of students in public and private schools as well as online, co-ops, and homeschool. I have tutored math students who want practice with the SAT and ACT tests. Studying and tutoring combined, the...\\n\\nExcellent at explaining difficult topics.\\n\\nKaren was able to explain to my son a topic he was having understanding from his own teacher. She is patient, very clear in her teaching method.\\nYou will not be disappointed.\\n- Makeda, 20 lessons with Karen\\n\\nNakul D. 180 /hour\\n\\nCaltech Math PhD who loves to teach\\n\\nThe look a student gets when they finally \\\"get it\\\" and achieve an effortless understanding of previously difficult material is the best part of my day.\\nI am qualified for all high school and college math classes including algebra,...\\n\\n5.0 (623)\\n\\n180 /hour\\n\\n3,019 hours tutoring\\n\\nResponse time: 18 minutes\\n\\nThe look a student gets when they finally \\\"get it\\\" and achieve an effortless understanding of previously difficult material is the best part of my day.\\nI am qualified for all high school and college math classes including algebra,...\\n\\nThe Greatest Mathematics Tutor of All Time!\\n\\nStop he is the one. Whatever is your problem in math he will break it down and teach it to you in ways you could never imagine. Time and time again I come back to him astonished how complex mathematical problems become trivial sol... - Arman, 46 lessons with Nakul\\n\\nLohith D. 65 /hour\\n\\nA Lifelong Algebra Aficionado Will Help You Excel\\n\\nI began my tutoring at Kean University in 2005 where I worked with students from diverse backgrounds improve their performance in college math. I then worked with countless middle school and high school students as well. As an SAT and ACT...\\n\\nInstant Book Tomorrow\\n\\n5.0 (513)\\n\\n65 /hour\\n\\n3,166 hours tutoring\\n\\nResponse time: 4 minutes\\n\\nI began my tutoring at Kean University in 2005 where I worked with students from diverse backgrounds improve their performance in college math. I then worked with countless middle school and high school students as well. As an SAT and ACT...\\n\\nBest Tutor Ever!!!\\n\\nI'm reviewing for the Praxis Exam for General Science. He taught me how to methodically work my way through each practice problem to come to the correct answer. When I made silly mistakes, he didn't make me feel bad, but commend... - Chriscina, 5 lessons with Lohith\\n\\nJoy H. 70 /hour\\n\\nFormer College Math Professor\\n\\nI learned elementary math using a concept-based approach which helped me to understand math instead of just memorizing what to do. I can help your student understand the basics as well which will help prepare them for high school math and for life.\\n\\n5.0 (3351)\\n\\n70 /hour\\n\\n9,056 hours tutoring\\n\\nResponse time: 6 minutes\\n\\nI learned elementary math using a concept-based approach which helped me to understand math instead of just memorizing what to do. I can help your student understand the basics as well which will help prepare them for high school math and for life.\\n\\nOutstanding! Excellent! Smart! Great teacher!\\n\\nWe are so grateful that our daughter was tutored by Joy this semester. She was barely passing pre-calculus when she began working with Joy and is now earning an A. Joy presented the instruction in such a way that our daughter real... - Vickie, 107 lessons with Joy\\n\\nJosh G. 99 /hour\\n\\nCaring, Patient, and Versatile Math Tutor, 6+ Years Experience\\n\\nFor the past five years, I have maintained a steady clientele of students in all areas of math, including Algebra, Geometry, Precalculus, Calculus, Differential Equations, and Linear Algebra. I tutor upper level college math courses, as...\\n\\n5.0 (1515)\\n\\n99 /hour\\n\\n6,632 hours tutoring\\n\\nFor the past five years, I have maintained a steady clientele of students in all areas of math, including Algebra, Geometry, Precalculus, Calculus, Differential Equations, and Linear Algebra. I tutor upper level college math courses, as...\\n\\nLive Saving Tutor For Calculus II\\n\\nI had been struggling with Calculus II content for a while. Josh has completely changed the game for me. He is incredibly patient and explains things away that allow things to click for me. He is an exceptionally gifted teacher. I... - Alex, 31 lessons with Josh\\n\\nLuis H. 35 /hour\\n\\nPatient and Committed Math Tutor for High School/ College Math\\n\\nHello, my name is Luis, and I'm an experienced math tutor specializing in High School and college-level math courses. I’ve tutored Algebra I and II, Pre-Calculus, College Algebra, Intermediate Algebra, and Calculus AB/Calculus I, both in-person...\\n\\n5.0 (336)\\n\\n35 /hour\\n\\n1,176 hours tutoring\\n\\nResponse time: 30 minutes\\n\\nHello, my name is Luis, and I'm an experienced math tutor specializing in High School and college-level math courses. I’ve tutored Algebra I and II, Pre-Calculus, College Algebra, Intermediate Algebra, and Calculus AB/Calculus I, both in-person...\\n\\nZiva M. 100 /hour\\n\\nFormer Professor of Mathematics, over 15 years experience tutoring\\n\\nMy favorite part of being a professor was getting to work with students one-on-one and in small groups in my office because it's a lot like tutoring.\\n\\nI've taught many different college math courses, from Calculus to Linear...\\n\\n5.0 (130)\\n\\n100 /hour\\n\\n604 hours tutoring\\n\\nResponse time: 23 minutes\\n\\nMy favorite part of being a professor was getting to work with students one-on-one and in small groups in my office because it's a lot like tutoring.\\n\\nI've taught many different college math courses, from Calculus to Linear...\\n\\nEmily H. 72 /hour\\n\\nExperienced College Math Professor and Tutor\\n\\nHi! I'm Emily! I earned a Bachelor’s degree in Mathematics in 2002 from Houghton University and a Master’s degree in Mathematics in 2006 from South Dakota State University. I have enjoyed working with students ever since!\\n\\nI taught...\\n\\n5.0 (354)\\n\\n72 /hour\\n\\n1,548 hours tutoring\\n\\nResponse time: 11 minutes\\n\\nHi! I'm Emily! I earned a Bachelor’s degree in Mathematics in 2002 from Houghton University and a Master’s degree in Mathematics in 2006 from South Dakota State University. I have enjoyed working with students ever since!\\n\\nI taught...\\n\\nWonderful math tutor!\\n\\nEmily has tutored two of my daughters, and both of them found it really helpful and liked Emily a lot. She has been great to work with—she communicates quickly about scheduling and is incredibly flexible with our last minute need... - Amy, 16 lessons with Emily\\n\\nJoshua V. 50 /hour\\n\\nJoshua V. Math tutor- High School and College level\\n\\nWhen you truly understand something, you can apply it to almost anything with it.\\n\\nHigh School math (algebra, geometry, calculus, etc.), College math (college algebra, trig, calculus, linear algebra, etc.)\\n\\nInstant Book Today\\n\\n4.9 (269)\\n\\n50 /hour\\n\\n709 hours tutoring\\n\\nResponse time: 1 minute\\n\\nWhen you truly understand something, you can apply it to almost anything with it.\\n\\nHigh School math (algebra, geometry, calculus, etc.), College math (college algebra, trig, calculus, linear algebra, etc.)\\n\\nVery helpful!\\n\\nGreat teacher! Very knowledgeable. Explains topics very well and breaks it down into a format that is understandable and easy to retain. I’m very happy to have him as a tutor. - Darcia\\n\\nDiana G. 120 /hour\\n\\nExpert AP Calculus AB/BC, Pre-Calculus, and All Math Levels Tutor\\n\\nI tutor all levels of high school math: AP Calculus AB and BC, AP Pre-Calculus, Pre-Calculus, Trigonometry, Algebra 2, Integrated Math 3, Algebra 1, Geometry, Integrated Math 1 and Integrated Math 2, as well as all levels of college math...\\n\\n5.0 (601)\\n\\n120 /hour\\n\\n2,668 hours tutoring\\n\\nResponse time: 19 minutes\\n\\nI tutor all levels of high school math: AP Calculus AB and BC, AP Pre-Calculus, Pre-Calculus, Trigonometry, Algebra 2, Integrated Math 3, Algebra 1, Geometry, Integrated Math 1 and Integrated Math 2, as well as all levels of college math...\\n\\nPrompt, flexible, and knowledgeable\\n\\nDiana G. served as our student’s weekly math tutor for several years, providing both assistance with school coursework and preparation for SAT math. She immediately connected with our daughter (who is normally a little intimidated... - Michelle, 103 lessons with Diana\\n\\nLance M. 50 /hour\\n\\nHigh School and College Math Tutor Specializing in Calculus\\n\\nAs a passionate math and science tutor, I hold a Bachelor's degree in Mathematics with a minor in Physics. Throughout high school and college, I worked as a tutor, particularly in calculus, linear algebra, and high school-level trigonometry and...\\n\\n5.0 (218)\\n\\n50 /hour\\n\\n1,088 hours tutoring\\n\\nResponse time: 55 minutes\\n\\nAs a passionate math and science tutor, I hold a Bachelor's degree in Mathematics with a minor in Physics. Throughout high school and college, I worked as a tutor, particularly in calculus, linear algebra, and high school-level trigonometry and...\\n\\nRebecca H. 100 /hour\\n\\nExperienced High school and College math tutor\\n\\nI have experience tutoring and teaching Algebra, including pre-algebra, algebra,1 and algebra 2. I have aced all of my mathematics subjects in both college and high school.\\n\\n5.0 (81)\\n\\n100 /hour\\n\\n260 hours tutoring\\n\\nResponse time: 5 minutes\\n\\nI have experience tutoring and teaching Algebra, including pre-algebra, algebra,1 and algebra 2. I have aced all of my mathematics subjects in both college and high school.\\n\\nNice and very patient\\n\\nRebecca has been working with me in the math section of the SAT. She gave me really helpful test taking tips, as well as strategies when reading the question and answers. Whenever I did not understand what to do she would show me... - Andy, 2 lessons with Rebecca\\n\\nStephen B. 90 /hour\\n\\nSecondary or College Math /SAT/GRE Tutor\\n\\nI've been busy in the last few years working on my craft. Here are some recent updates:\\n\\nAP Mentor and Professional Learning Consultant, AP Reader and Exam Grader for Precalculus\\nTexas Instruments Educators: Teacher Leader Cadre\\nFlorida...\\n\\n4.9 (195)\\n\\n90 /hour\\n\\n831 hours tutoring\\n\\nI've been busy in the last few years working on my craft. Here are some recent updates:\\n\\nAP Mentor and Professional Learning Consultant, AP Reader and Exam Grader for Precalculus\\nTexas Instruments Educators: Teacher Leader Cadre\\nFlorida...\\n\\nVery encouraging and patient-- will use again\\n\\nStephen has been such a huge help and encouragement to my son who is not a math wizard. He is trying to get through the basics!!! Thanks Stephen!! Sure we will see you in a semester or two. - Rhonda, 11 lessons with Stephen\\n\\nSandra L. 55 /hour\\n\\nMaths/Chemistry/Science-certified Tutor, Middle/High school/College\\n\\nI enjoy working and interacting with students and mentoring them to achieve their career goals. Science is my passion and has been ever since high school. Have been honored to be named one of Wyzant's Top 10% Tutors for 2020.\\n\\nI have taught...\\n\\n4.9 (802)\\n\\n55 /hour\\n\\n3,267 hours tutoring\\n\\nI enjoy working and interacting with students and mentoring them to achieve their career goals. Science is my passion and has been ever since high school. Have been honored to be named one of Wyzant's Top 10% Tutors for 2020.\\n\\nI have taught...\\n\\nExcellent tutor\\n\\nSandra is great with my daughter!! Very knowledgeable and patient with her. Sandra has helped my daughter improved and now maintains an A!! Thank you Sandra!! - Oreh, 59 lessons with Sandra\\n\\nBarbara D. 75 /hour\\n\\nRetired college math professor with 30+ years of teaching experience\\n\\nI am a retired college math professor with 30+ years of experience teaching college math courses. In addition to teaching courses like Calculus and Linear Algebra for math and science students, I have taught numerous “math for...\\n\\n5.0 (72)\\n\\n75 /hour\\n\\n311 hours tutoring\\n\\nResponse time: 51 minutes\\n\\nI am a retired college math professor with 30+ years of experience teaching college math courses. In addition to teaching courses like Calculus and Linear Algebra for math and science students, I have taught numerous “math for...\\n\\nIncredible Calculus Tutor\\n\\nWhen my son first started his calculus course this fall, he was struggling to grasp and understand the material he was given. After a few weeks had gone by, I found Mrs. Barbara on this app and setup recurring lesson for my son. H... - Betsy, 15 lessons with Barbara\\n\\nFrank G. 120 /hour\\n\\nExpert math tutor for Algebra 1, many years of college math\\n\\nI have many years of college level math, and I can help you learn and understand Algebra 1 and pre algebra math subjects, such as geometry and trigonometry. Not only do I know the material, more importantly I know how to teach it in...\\n\\n5.0 (1003)\\n\\n120 /hour\\n\\n2,057 hours tutoring\\n\\nI have many years of college level math, and I can help you learn and understand Algebra 1 and pre algebra math subjects, such as geometry and trigonometry. Not only do I know the material, more importantly I know how to teach it in...\\n\\nAmazing Chemistry tutor\\n\\nFrank is by far the best chemistry tutor I've ever had. He is extremely knowledgeable and knows how to explain things in a simple way, which makes it easy to understand. I tutored with him both in person and online & he is great e... - Mackenzie, 2 lessons with Frank\\n\\nSuccess stories\\n\\nReal stories from real people\\n\\nSince 2005, Wyzant has provided a way for people to learn any subject in a way that works for them.\\n\\nWilliam M.\\n\\n12 lessons\\n\\nMy mind was blown! Especially since I have only studied formally to the trigonometry level and it was a very long time ago. I can absolutely recommend Ben as a tutor! I was scared of math, and now I don’t have to be. Thank you Ben, for your help! I wish you much success.\\n\\nRyan D.\\n\\n41 lessons\\n\\nI cannot say enough positive things about Genie. As a veteran who had a substantial gap in between high school and college math, Genie was instrumental in my college math success. I am more than happy with the results of my tutoring and I am even more happy that I was able to create a relationship with someone so absolutely amazing. If you're looking for a fantastic math tutor, look no further.\\n\\nKaden F.\\n\\n2 lessons\\n\\nI didn't pass my first attempt at my college math placement exam, so I was looking for help to pass the second attempt. Michael was very helpful and made me more confident in the skills I needed to pass. I took my second attempt at my exam and passed!\\n\\nHow much for private College Math tutoring lessons\\n\\nTutors on Wyzant Cost $35 - 60 per hour on average\\n\\nTutors using Wyzant are professional subject experts who set their own price based on their demand and skill.\\n\\n$25 $88\\n\\n$35 $60\\n\\nChoose Your Tutor\\n\\nCompare tutor costs. With a range of price options, there’s a tutor for every budget.\\n\\nNo Upfront Fees\\n\\nSign up, search, and message with expert tutors free of charge.\\n\\nNo Costly Packages\\n\\nOnly pay for the time you need. Whether it’s one lesson or seven, you decide what to spend.\\n\\nLove Your Lesson Or It’s Free Your first hour with a new tutor is protected by Wyzant’s Good Fit Guarantee. If you’re not satisfied with your lesson, you don’t pay. No questions asked.\\n\\nReported on by leading news outlets\\n\\nCollege Math Tutoring Online\\n\\nCollege Math Tutoring Online offers flexible, personalized sessions with experienced instructors to help students improve their understanding of math concepts. This page connects learners to Wyzant tutors for II on-1 guidance in algebra, calculus, differential equations, and statistics, providing the support needed to succeed.\\n\\nLearning college-level math can be challenging, but with dedicated practice and expert guidance, students can build confidence and master complex topics. Personalized tutoring helps learners strengthen foundational skills and apply concepts to real-world problems.\\n\\nWyzant helps students connect with professional tutors who provide individualized lessons, flexible scheduling, and ongoing support. This approach empowers learners to achieve academic goals and develop lasting math skills.\\n\\nFind Online Tutors in Subjects related to College Math.\\n\\nGet 1-to-1 learning help through online lessons. If you are looking to learn a subject similar to College Math, tap into the nation’s largest community of private tutors. Wyzant helps more students find face to face lessons, in more places than anyone else. Plus, if you're not happy with any new tutor, we'll gladly refund the cost of your first hour. In addition to College Math tutors, Wyzant can also help you find:\\n\\nOnline Algebra 1 tutors | Online Accuplacer tutors | Online SAT Math tutors | Online ACCUPLACER Reading Comprehension tutors | Online SAT Subject Test In Mathematics Level 1 tutors | Online ACCUPLACER Sentence Skills tutors | Online ACT Math tutors | Online CLEP College Composition tutors | Online Prealgebra tutors | Online Advanced College Math tutors | Online SAT II Mathematics Level 1 tutors | Online Math tutors | Online PSAT (Math) tutors | Online Algebra 2 tutors | Online SAT Subject Test In Mathematics Level 2 tutors | Online Pre Algebra tutors | Online College Application tutors | Online SHSAT (NY HS Admissions) tutors | Online AMC (Competition Math) tutors\\n\\nFind a Private College Math Tutor in any city.\\n\\nThe Wyzant community of private tutors spans nationwide, making it easy to find an instructor nearby who can teach 1:1 College Math lessons online or in person. Pass the class, ace the test, or learn a new job skill. Compare tutor costs and qualifications and find your College Math tutor today.\\n\\nHouston College Math tutors | Chicago College Math tutors | Los Angeles College Math tutors | Brooklyn College Math tutors | Miami College Math tutors | San Antonio College Math tutors | New York College Math tutors | Las Vegas College Math tutors | Phoenix College Math tutors | Denver College Math tutors | San Diego College Math tutors | Dallas College Math tutors | Minneapolis College Math tutors | Austin College Math tutors | San Jose College Math tutors | Atlanta College Math tutors | Orlando College Math tutors | Seattle College Math tutors | San Francisco College Math tutors | Tampa College Math tutors | Boston College Math tutors | Washington College Math tutors | Richmond College Math tutors | Fremont College Math tutors | Ann Arbor College Math tutors\\n\\nGet the College Math help you need, right when you need it with the convenience of online lessons. See online College Math tutors\", \"url\": \"https://www.wyzant.com/College_Math_tutors.aspx\", \"with\": [\"Find a great match with our Good Fit Guarantee\", \"I have taught and tutored math to a wide range of students in public and private\", \"As a passionate math and science tutor, I hold a Bachelor's degree in Mathematic\", \"Houston College Math tutors | Chicago College Math tutors | Los Angeles College \"], \"without\": [\"See Experts\", \"Find a Tutor\", \"Privacy Policy\", \"Terms of Use\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4925", "input": "https://www.northamerican.com/household-moving/long-distance-moving", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4925\", \"ground_truth_path\": \"source/test/ground-truth/4925.json\", \"ground_truth_sha256\": \"e9cef13f7e73ce68ba1366a5b31317a54f3a89c44a85f1671954227c6ce2a022\", \"html_path\": \"source/test/html/4925.html.gz\", \"html_sha256\": \"c9359bc7025bb71fcb2d412f4f6ae844dd4dc0bf27e6018bfd0c88f339aecb73\", \"page_type\": \"service\", \"reference\": \"Stress-Free Moving with North American Van Lines\\n\\nAbout 3 million people rely on long distance moving companies in the U.S. every year. If you're preparing for a cross-country relocation, whether for a new job, a marriage, or a fresh start, North American Van Lines delivers the reliable long distance moving services you need for a smooth, stress-free transition.\\n\\nWhy Choose Us as Your Long Distance Moving Company?\\n\\nExpertise You Can Trust\\n\\nOver 90 years of experience in long-distance moving.\\n\\nComprehensive Services\\n\\nPacking, storage, transportation, and more.\\n\\nNationwide Coverage\\n\\nOver 500 agent locations across North America.\\n\\nOur Long-Distance Moving Services\\n\\nAs a full-service long distance moving company, we handle local, interstate, cross-country, and even international moves, whether you need your home moved or your corporate office moved to a new location. For details, request a moving estimate today!\\n\\nPacking\\n\\nWhen using our packing services through our long distance moving company, we provide moving supplies and help you pack your stuff as securely as possible.\\n\\nLoading\\n\\nWhen we load our trucks for your long distance move, we ensure that nothing will move or shift, protecting your belongings from damage.\\n\\nFull Service Moving\\n\\nDuring the move, we're efficient and safe, providing the most reliable, convenient, long distance moving services around.\\n\\nUnloading\\n\\nWhen we arrive at your new home, we'll take care of all the heavy lifting.\\n\\nUnpacking\\n\\nIf you need an extra pair of hands (or two) to unpack your belongings after your long distance moving, we're happy to help.\\n\\nStorage\\n\\nWe offer a variety of storage services to keep your belongings safe, secure, and right where you left them.\\n\\nHow It Works - Your Moving Journey with Us\\n\\nRequest a Quote\\n\\nFill out our online form or contact us for a personalized estimate\\n\\nPlan Your Move\\n\\nOur specialists create a customized plan based on your timeline and budget\\n\\nSit Back and Relax\\n\\nLet our team handle the heavy lifting while you focus on settling into your new home\\n\\nTips for a Successful Long Distance Move\\n\\nStart Early: Begin planning at least 6 weeks before your move\\nDeclutter: Reduce costs by donating or selling items you no longer need\\nLabel Boxes: Clearly mark boxes with their contents and destination rooms\\n\\nLong Distance Moving Costs: What to Expect\\n\\nSeveral factors influence what a long distance moving company will charge for your move:\\n\\nDistance between locations\\nVolume and weight of items being moved\\nAdditional services like packing or storage\\n\\nNorth American Van Lines vs. The Alternatives\\n\\nWe go beyond containers, truck rentals, and moving brokers to provide full-service moves with professional movers, personalized care, and transparent pricing.\\n\\nWhat Our Customers Are Saying\\n\\nIt was everything, from packing to unpacking, communicating with me, pricing. The driver's name was Sam, he was very good at what he does and he was very nice. They worked very hard. They were very nice and very considerate. I was very satisfied with everything. Dana E.\\n\\nFrequently Asked Questions\\n\\nHow far in advance should I book my move?\\n\\nWe recommend booking at least 2-3 months ahead to ensure availability.\\n\\nWhat is the average cost of a long-distance move?\\n\\nThe average cost of a long distance move is $4,500. This is based on an average weight of 7,000 lbs. (7 rooms) and a traveling distance of 1,000 miles. The price of your move will largely depend on the number of belongings you need to be moved, and the distance you are going. To get a more accurate cost, fill out our Quote on Demand above.\\n\\nWhat is the cheapest way to do a long distance move?\\n\\nDoing it yourself is often the cheapest option when moving long distances. You won't pay any fees to professional movers, and you'll save money on fuel costs. However, if you plan to do all your own packing, loading, unloading, unpacking, and cleaning services, you may end up spending more time and effort than hiring professionals while forgoing the insurance coverage a mover brings with them. This is why we always recommend hiring professionals for a long distance move.\\n\\nHow long will it take for my items to arrive?\\n\\nThe answer largely depends on which type of mover you use and how far you are moving. If you choose to work with a professional long-distance moving company like North American Van Lines, your items should typically arrive within 10-14 days. Keep in mind that this is just an average; it could take more or less time depending on the distance and other factors such as weather or traffic delays.\\n\\nDo you offer coverage for my belongings?\\n\\nYes, we provide comprehensive moving valuation coverage options for added peace of mind.\\n\\nDo you charge extra for stairs or long carries from the truck to my door?\\n\\nNo, we won't charge you extra. Our pricing includes all necessary tools and equipment needed for your relocation. After you request a free online estimate, a relocation specialist on our team will contact you to learn more about the specifics of your move and develop a personalized moving package for your specific needs.\\n\\nWhat's included in my quote, and what services cost extra?\\n\\nA typical long-distance moving package includes loading, transporting and unloading. If you need help with all aspects of your move, including packing and unpacking, consider a full-service moving package. With this option, our long-distance movers will do all of the heavy lifting for you. Storage solutions, auto shipping and fragile-only packing services are add-ons available for an additional fee.\\n\\nDo you move on weekends and holidays?\\n\\nYes, we can schedule your move on the weekend or on certain holidays. We recommend scheduling out-of-state movers at least two to three months in advance to lock in your desired dates.\\n\\nDo you disassemble and reassemble furniture?\\n\\nYes, our full-service long-distance movers can assist with disassembling and reassembling furniture for you. These long-distance moving services are included in our full-service packages.\\n\\nHow long does a long-distance move typically take?\\n\\nLong-distance moves can take anywhere from one to two weeks to complete. The exact duration will depend on your home size and distance. Traffic and unexpected weather can also cause additional delays.\\n\\nAdditional Services\\n\\nAuto Shipping\\n\\nWe offer safe and reliable auto shipping services for cars, trucks, SUVs, vintage automobiles, boats, and motorcycles.\\n\\nTracking and Communication\\n\\nMonitor your shipment's journey with our online tracking system and enjoy next-level customer support throughout your move.\\n\\nSecure Transportation\\n\\nAs a DOT and FMCSA authorized company, we ensure your belongings are transported safely and legally across state lines.\\n\\nPersonal Moving Consultants\\n\\nEach client is assigned a personal consultant to guide them through every step of the moving process.\\n\\nWhy Choose North American Van Lines?\\n\\nLegacy of Excellence\\n\\nProviding excellent service since 1933\\n\\nFull-Service Interstate Moving Company\\n\\nRegistered with DOT and FMCSA\\n\\nNationwide Network\\n\\nOver 500 agent locations across North America\\n\\nEmpathy-Driven Approach\\n\\nWe understand the emotional aspects of moving\\n\\nComprehensive Services\\n\\nFrom packing to storage and everything in between\", \"url\": \"https://www.northamerican.com/household-moving/long-distance-moving\", \"with\": [\"About 3 million people rely on long distance moving companies in the U.S. every\", \"Several factors influence what a long distance moving company will charge for you\", \"The average cost of a long distance move is $4,500\", \"Each client is assigned a personal consultant to guide them through every step of\"], \"without\": [\"About North American\", \"Become An Agent\", \"Find an Agent\", \"SignatureMoves for Retirees\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4926", "input": "https://www.allied.com/local/Houston-Movers", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4926\", \"ground_truth_path\": \"source/test/ground-truth/4926.json\", \"ground_truth_sha256\": \"eaf0cbf2845e98644693c3a23c46a56592e9394cf731b7803f619c7732b9b186\", \"html_path\": \"source/test/html/4926.html.gz\", \"html_sha256\": \"b100be402633d62680c49ff36c406e7486e8bbc95c786efbcddbe3b7f4c70241\", \"page_type\": \"service\", \"reference\": \"Houston Movers: Long Distance & Local\\n\\nMovers in Houston, TX\\n\\nSearching for a reliable local or long-distance moving company in Houston? Allied Van Lines' professional movers understand what it takes to handle your move safely, whether it's across town or cross-country. No matter the distance or size of the move, our interstate movers in Houston will get you into your new home in Houston or your new home out of town.\\n\\nAllied Van Lines has over 400 locations across the United States and Canada. Our national network of agents comprises one of the largest long-distance movers in the industry.\\n\\nMoving to Houston, TX\\n\\nHouston's an increasingly desirable place to live. With a population of 2,312,717, Houston has top-rated attractions like The Alley Theatre and Almeda Hall. It also has a median income of $50,896, and the median home value is $161,300.\\n\\nMany newcomers move here for work or higher education, attending institutions such as Rice University and the University of Houston. The average commute time is 27.4 minutes, and West University Place and Southside Place aren't far.\\n\\nConsidering moving to Houston, TX? Let Allied Van Lines' professional movers do the heavy lifting while you get to know your new community.\\n\\nIs it Worth Paying for Movers?\\n\\nYes, paying movers is worth it if you choose the right partner for the job. All of the best moving companies in Houston want to provide a stress-free, affordable moving experience, but Allied Van Lines has earned recognition for doing it. Allied Van Lines has one of the best customer experiences among moving companies in Houston. We offer in-home moving estimates, next-level customer service, and pricing transparency. When creating a moving quote, we take your house size, item weight, and distance into account to ensure accurate pricing. Our goal is to remove surprises from your moving costs.\\n\\nMoving costs should never be a worry, and neither should the condition of your household goods. From crating fragile objects, using various packing materials, or packing last-minute boxes, we can accommodate any move.\\n\\nMoving Services Provided\\n\\nWe're a top-rated interstate moving company, offering comprehensive moving services and customizable moving packages.\\n\\nWhether you're moving across the country or to a suburb down the street, we have professional local and long-distance movers in Houston ready to assist.\\n\\nTips for a Smooth Move in Houston\\n\\nMoving in the Houston area? Here's a brief overview of actionable tips you can use to streamline the moving process.\\n\\nMoving Checklist for Houston Residents\\n\\nIf you're two weeks away from your move-out day, it's time to get organized.\\n\\nWhy Choose Allied Van Lines for Your Houston Move?\\n\\nSince 1928, we've been helping individuals move to and from the Houston area. We know the neighborhoods and city streets better than any other moving company in Houston, TX. With our hands-on approach and dedication to excellence, you can enjoy a hassle-free move anywhere in North America or Canada. Whether you need a reliable international moving company in Houston or help from local movers to move across the street, you can count on our movers to get the job done.\\n\\nFrequently Asked Questions\\n\\nOur movers in Houston are professionally trained to handle local, long-distance, cross-country, and international relocations. Everyone we hire is required to complete a rigorous training process to ensure they have the experience to handle the move.\\n\\nYou can request a free moving quote on our website. Once submitted, a moving specialist on our team will reach out to learn more about your move.\\n\\nThe average cost of a long-distance move is $3,500. This is based on an average weight of 7,000 lbs. (7 rooms) and a traveling distance of 1,000 miles.\\n\\nYou should schedule at least 2 months before your move date. You will need to book well in advance if you're moving during peak season, like summertime.\", \"url\": \"https://www.allied.com/local/Houston-Movers\", \"with\": [\"Allied Van Lines has over 400 locations across the United States and Canada\", \"We offer in-home moving estimates, next-level customer service, and pricing transparency\", \"Since 1928, we've been helping individuals move to and from the Houston area\", \"The average cost of a long-distance move is $3,500\"], \"without\": [\"All Rights Reserved\", \"SignatureMoves for Retirees\", \"Movers Near Me\", \"Household Moving\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4928", "input": "https://twomenandatruck.com/starting-a-moving-quote", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4928\", \"ground_truth_path\": \"source/test/ground-truth/4928.json\", \"ground_truth_sha256\": \"892a202b623d0dacf89c7706507a76ae707e9a294733af7ae99f9b52989b01f5\", \"html_path\": \"source/test/html/4928.html.gz\", \"html_sha256\": \"31aa8c2c7d63dbb8f3ba13e390a2e21cb151126a84ad54df4af5b2996a31cb8c\", \"page_type\": \"service\", \"reference\": \"“How much does it cost?” It’s the age-old question that people have when it comes to hiring professional movers, and often times, can be the deciding factor for customers when they make the decision of how to move their belongings.\\n\\nThe old adage “you get what you pay for” has never been more true than with home moving services, and with TWO MEN AND A TRUCK, you are paying for quality customer service and moving options! This starts with getting your free moving quote online, and there are variety of factors that come into play when calculating your moving costs.\\n\\nHow are moving quotes calculated?\\n\\nIn short, the amount of moving will be the deciding factor in how much your move costs. From move mileage to the size of your household or business, the day of the week, the number of items being moved, the amount of stairs involved, the number of men and trucks required, and the amount of packing supplies needed – each little detail factors into your final moving price.\\n\\nEnsure you’re as precise as possible with furniture, rooms, and boxes that need to be moved so we can provide you with the most accurate moving quote. You can even request a team member visit to provide an in-home estimate. Depending on location, sometimes these are standard.\\n\\nThinking of Moving Yourself?\\nThink Again!\\n\\nWhile moving yourself may seem less expensive... the costs add up.\\n\\nDo-It-Yourself Moving Costs:\\nTruck Rental\\nMileage\\nFuel Charge\\nAdditional Insurance\\n\\nEquipment Rental\\n\\n(straps, rope, furniture pads, bungee cords, stretch wrap, dollies, etc.)\\nTime\\nBoxes & Packing Supplies\\n\\nPossible Damages\\n\\n(belongings, relationships, & injuries)\\nRecruiting Friends to Help\\nFood & Beverages\\nChiropractor Visits\\nPacking a Truck\\nLearning How to Maneuver a Moving Truck\\nBroken Promises\\n\\nCall TWO MEN AND A TRUCK\\n\\nWe can move as much or as little as you need while fitting your schedule & budget!\\n\\nReceiving YOUR quote\\n\\nOur customer service starts well before our professional moving teams pick up any of your belongings, and the first step to the moving process is receiving a complimentary online moving quote!\\n\\nThe online moving forms available on our website will provide the initial point of contact for customers, allowing us to gauge how much you are moving, how long it will take, and all other essential moving information.\\n\\nThere are three quick, easy steps required from you to get a free moving quote:\\n\\nStep 1\\n\\nFill out our online moving form\\n\\nThe more information you‘re able to provide us, the more accurate your moving quote will be.\\n\\nStep 2\\n\\nContact from a customer service representative\\n\\nOne of our friendly CSRs will contact you to confirm move details and ensure nothing was missed. From there, they’ll work to get your move scheduled, answer any additional questions you may have, and determine if an in-home estimate is needed.\\n\\nStep 3\\n\\nConfirm details\\n\\nThis is the final step before we begin your home move! CSRs will go over details with you one more time to confirm everything from price to the supplies needed, making sure you are up-to-date on everything scheduled to happen.\\n\\nYou’re now on your way to experiencing a stress-free home move! If at any time you have questions during the process, feel free to call and speak directly with your local office. We look forward to hearing from you!\", \"url\": \"https://twomenandatruck.com/starting-a-moving-quote\", \"with\": [\"The old adage “you get what you pay for” has never been more true than with home\", \"(straps, rope, furniture pads, bungee cords, stretch wrap, dollies, etc.)\", \"The more information you‘re able to provide us, the more accurate your moving qu\", \"This is the final step before we begin your home move! CSRs will go over details\"], \"without\": [\"Apartment/Condo\", \"Find a Location\", \"877.720.0411\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4930", "input": "https://www.allied.com/household-moving-company/long-distance-moving", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4930\", \"ground_truth_path\": \"source/test/ground-truth/4930.json\", \"ground_truth_sha256\": \"03c3c4258eb1ad480bb2406833fd510501b31ae1d25cf0448ac33e03d9f7e30d\", \"html_path\": \"source/test/html/4930.html.gz\", \"html_sha256\": \"bfe29f300996b54add1fe95847e81fa04782bd5112431e01c056a72d6cfae791\", \"page_type\": \"service\", \"reference\": \"Allied Van Lines: Trusted Long-Distance Moving Services Since 1928\\n\\nRequest a free quote from one of the highest-rated and most affordable long-distance moving companies in the industry.\\n\\nLet Allied Van Lines give you a hand. Moving is hard for anyone – especially long-distance moving – but it’s less stressful with the proper help. Our long-distance moving services are highly rated by our customers due to the enthusiasm, reliability, and empathy employed by our team members.\\n\\nOver 95 years in business have given us the time to establish a vast moving network. After almost a century of reliable services, we’ve earned the right to brag about being one of the most trustworthy choices in moving companies – no matter where you’re moving.\\n\\nGive us a call, and our dedicated customer service agents will assist you in making arrangements to utilize our long-distance moving services. We’re a full-service moving company, so we’ll pack, load, move, unload, and unpack your stuff without asking you to lift a finger (other than to sign a contract for the job). Need moving supplies? Let us know beforehand, and we’ll provide them.\\n\\nWhat Is Long-Distance Moving?\\n\\nA long-distance move is any relocation that’s over 400 miles, typically from state to state. Unlike local or intrastate moves, long-distance moving falls under federal regulation for transporting items from state to state. Companies that perform long-distance, or interstate, moves must also have insurance policies that help to protect the items transported and the customer.\\n\\nWe Do This Every Day, Let Us Do It For You\\n\\nOf course, it’s not enough to simply promise that we’ll move your stuff. You want to know that you’re hiring a team of professional movers with the experience and know-how to ensure security during your trip, whether you’re moving across town or a longer distance.\\n\\nOur 95 years of experience in the nationwide moving industry is put to work whenever we move a client across the country. We’re familiar with the main transport channels from Florida to Maine, New York to California, and everywhere in between, ensuring that we can move your belongings to your destination with ease, providing you peace of mind that you can’t get with any other movers.\\n\\nLong-Distance Moving Services\\n\\nWe handle local, interstate, cross-country, and even some international moves, whether you need your home moved or your corporate office moved to a new location. For details, request a moving estimate today!\\n\\nPacking\\n\\nWhen using our packing services for long-distance moving, we provide moving supplies and help you pack your stuff as securely as possible.\\n\\nLoading\\n\\nWe ensure that nothing will move or shift when we load our trucks for your long-distance move, protecting your belongings from damage.\\n\\nMoving\\n\\nDuring the move, we take efficiency and safety seriously, providing the most reliable, convenient, long-distance moving services around.\\n\\nUnloading\\n\\nWhen we arrive at your new home, we’ll take care of all the heavy lifting.\\n\\nUnpacking\\n\\nIf you need an extra pair of hands (or two) to unpack your belongings after your long-distance move, we’re happy to help.\\n\\nStorage\\n\\nWe offer a variety of storage services to keep your belongings safe, secure, and right where you left them.\\n\\nHow Our Entire Moving Process Works\\n\\nPlanning a long-distance move? It’s important to remember not to stress about it. Long distance moving isn’t easy but it’s a part of life, and we can make it as simple as possible to move your possessions from point A to point B, no matter how far. Our long distance moving services are extensive from state to state, providence to providence, or even country to country. Here’s how it works:\\n\\nWhen you’re planning your move, you don’t have to do it alone. Give us a call and our dedicated customer service agents will assist you in making arrangements to utilize our long distance moving services. We’re a full-service moving company, so we’ll pack, load, move, unload, and unpack your stuff without asking you to lift a finger (other than to sign a contract for the job). Need moving supplies? Let us know beforehand, and we’ll provide them.\\n\\nOur team will help you schedule a date for your long distance move and give you a quote that includes everything up front. When that day rolls around, we’ll be there right on time to get started.\\n\\nWhy is Allied the Only Choice for Long Distance Moving?\\n\\nAny company can offer long-distance moving services, but only a few can be trusted with an interstate move, let alone one that involves crossing the United States with your belongings in tow. When you work with us for your next move, you can look forward to:\\n\\nSafe, convenient moving services\\nFlexible market-oriented pricing programs\\nAround-the-clock customer support\\nThe Allied Van Lines “Better Together” Program\\nCustom moving packages\\nSpecialty services and storage solutions\\n\\nTypes of Long-Distance Moving\\n\\n“Long distance” can take on different meanings for different people.\\n\\nHousehold Moving\\n\\nWe’re here to help you move from one home to the next, regardless of the distance. We offer a variety of long-distance moving services to alleviate the stress.\\n\\nCross-Country Moving\\n\\nDid you know our vast network, established over nearly a century, can help you with your cross-country move? We can help you plan your next big move on a budget.\\n\\nInterstate Moving\\n\\nOur experienced team members can walk you through long-distance moving from state to state or coast to coast.\\n\\nNationwide Moving\\n\\nFrom California to New York, we have the resources, the manpower, and the enthusiasm to help with every aspect of long-distance planning.\\n\\nAllied Van Lines: Ensuring a Smooth Moving Experience\\n\\nWe understand that every move comes with its unique set of concerns and requirements. For our valued customers, we aim to ensure a smooth experience from start to finish.\\n\\nAccurate Quotes and Cost Savings\\n\\nWe pride ourselves on providing accurate quotes that encompass all aspects of the moving process. Our detailed pricing information, including additional costs or fees, is transparently communicated to avoid surprises. We also offer various cost-saving options and packages tailored to suit different needs, ensuring you receive the best value for our reliable moving services.\\n\\nHigh-Touch Customer Service\\n\\nCustomer satisfaction is at the core of our values. Our dedicated move coordinators are available to assist you at every step, maintaining open communication before, during, and after the move. We are here to answer your queries, update you on the progress, and address any unforeseen circumstances promptly.\\n\\nAncillary Services and Storage Solutions\\n\\nWe offer a wide range of ancillary services, including packing supplies, to meet your every need. Our storage solutions come in various sizes, and we offer the flexibility of extended usage for a fee, ensuring your belongings are safely stored as needed.\\n\\nSocial Responsibility and Community Engagement\\n\\nAllied Van Lines is dedicated to giving back to the community. Our partnership with Move for Hunger is a testament to our commitment to social responsibility. We believe in making a positive impact and contributing to the well-being of the communities we serve.\\n\\nTips and Insights for Managing Your Long-Distance Move\\n\\nWe can help pack, unpack, load, and unload, but there are a few things you should do before we arrive.\\n\\nThe Complete Checklist for Long Distance Moving\\n\\nPreparing for a long trip can be daunting. We encourage you to browse our free long distance moving checklist before getting started to help you get organized.\\n\\nMoving Out of State? Tips + What to Do Before\\n\\nBefore stressing about packing, it’s important to prepare by filing necessary paperwork, like lease agreements, and form accounts with energy, water, or garbage services (if applicable) to your new address under your name.\\n\\nThe First Night Box: What to Pack\\n\\nThe most important things to pack are the items that will be riding with you in the following vehicle, especially if you will be arriving before the truck. Make sure to include your first night box packing with essentials like important documents, identification, extra clothes, toiletries, cell phone chargers, and food.\\n\\nNon-Transportable Items\\n\\nItems that can’t be in a moving van by law are important to be familiar with as they must be packed separately. Non-transportable items are those that are hazardous, flammable, poisonous, or contain sensitive material.\\n\\nMoving Into New Home Checklist\\n\\nPreparation is the key to ensuring a smooth move-in experience. Check out our free checklist for moving into a new home to stay on-task.\\n\\nMaking a Long-Distance Move? Follow These Tips!\\n\\nAllied ranks highly among movers for a reason: we’re reputable, honest with our price estimates, and offer plenty of free long-distance moving tips and tricks to streamline packing and planning. We’ll handle the moving.\\n\\nMoving Made Stress-Free\\n\\nTake a look at our moving guides to prepare for a smooth and stress-free move before the big day.\\n\\nMoving Checklists\\n\\nDaunted by the long list of things to organize and pack? Regardless of whether you’re packing a home, an officer, or a student to a new campus, we’ve got a free and downloadable moving checklist for it.\\n\\nAdditional Resources\\n\\nReady to start planning your next long-distance move? Take advantage of our collection of free online resources. We have packing guides, moving calculators, and checklists readily available online to help you plan and prepare for the journey ahead. Explore our free resources today.\\n\\nFrequently Asked Questions About Long-Distance Movers\\n\\nNeed affordable long-distance movers to help you with your next move? Review our frequently asked questions below before you start planning your next move to ensure you find a reliable partner.\\n\\nHow much does a long-distance move usually cost?\\n\\nThe cost of a long-distance move will vary, depending on the distance, home size, and services required to complete your relocation. The average cost of a long distance move is $4,500. This is based on an average weight of 7,000 lbs. (7 rooms) and a traveling distance of 1,000 miles. Obviously, there are many factors that go into calculating moving costs, so the best bet to know the true cost is to fill out an Instaquote or call 800‑689‑8684.\\n\\nWhat should I look for in a long-distance moving company?\\n\\nWhen hiring a moving company, you want to ensure you find reliable, top-rated long-distance movers that you trust to handle your personal belongings. When gathering quotes and comparing services, always thoroughly read through the contracts and check customer testimonials. You also want to ensure the company is registered with the Better Business Bureau (BBB).\\n\\nWhat is the Best Way to Long Distance Move?\\n\\nMoving cross country may seem like a daunting prospect. If you’ve never done it before, it certainly is. However, there are steps that you can take to ensure your journey and that of your possessions, are as smooth as possible. There are 3 primary ways most choose to move cross country:\\n\\nHiring a professional moving company\\nUsing a container service\\nDIY (do-it-yourself)\\n\\nHow Far Is A Long Distance Move?\\n\\nA long-distance move is any move that travels more than 400 miles. Local moves are moves that go within 50 miles of your current location. A cross-country move is any move that crosses state lines. An interstate move is any move that goes across two states.\\n\\nHow Do I Hire Movers?\\n\\nAs with anything in life, not all moving companies are created equal, and some are better than others at providing this service. Some tips to consider: read reviews, get multiple estimates, get referrals, check experience, and check their licensing.\\n\\nWhat is the cheapest way to do a long distance move?\\n\\nWhile a DIY approach may seem the cheapest for a long distance move, the process could involve hidden costs and challenges, including packing materials, truck rental, fuel, and the time and effort needed to pack, load, and unload. Therefore, hiring a full-service moving company like Allied Van Lines can often be a more affordable and less stressful option, providing value for money through their comprehensive services.\\n\\nHow long will it take for my items to arrive?\\n\\nIt typically takes moving companies with long-distance movers anywhere from five to 14 days to complete a long-distance move. The exact delivery date will vary, depending on the distance, home size, and time of the year. Traffic and unexpected weather can also cause delays in the moving process. At Allied Van Lines, we include a delivery window in all moving quotes. This is a set timeframe for when to expect our movers to arrive.\\n\\nWhat’s the difference between binding and non-binding estimates?\\n\\nA non-binding estimate is a fixed cost that will vary, depending on the actual weight of your belongings and the long-distance moving services required for your move. A binding estimate is a fixed cost for moving services that doesn’t change, no matter how many items you’re moving.\\n\\nHow can I avoid moving scams?\\n\\nYou’ll want to ensure the moving company has the credentials, licenses, and insurance policies required by federal law to provide long-distance moving services. Read through reviews and check their rating with the BBB to ensure they are reliable and to learn more about other customers’ experiences.\", \"url\": \"https://www.allied.com/household-moving-company/long-distance-moving\", \"with\": [\"A long-distance move is any relocation that’s over 400 miles, typically from state\", \"Our 95 years of experience in the nationwide moving industry is put to work whenev\", \"We pride ourselves on providing accurate quotes that encompass all aspects of the \", \"The cost of a long-distance move will vary, depending on the distance, home size, \"], \"without\": [\"SignatureMoves for Retirees\", \"Movers Near Me\", \"Site Map\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4931", "input": "https://www.einsteinmoving.com/service/texas-statewide-moves/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4931\", \"ground_truth_path\": \"source/test/ground-truth/4931.json\", \"ground_truth_sha256\": \"f8a33393c655121bc9ef415662d03731f97414185e5e263a9f7fa92dd86d0f8e\", \"html_path\": \"source/test/html/4931.html.gz\", \"html_sha256\": \"ae5eae8cde4eb3e956b5e26ffd5a5fe4930db0dfe9372752efbab9ee4b9c6bed\", \"page_type\": \"service\", \"reference\": \"Regardless of whether you are moving down the street or moving across the great state of Texas, Einstein Moving Company will be with you every step of the way.\\n\\nGet an instant moving quote online in just seconds and book your statewide move today — no calls required.\\nBook Your Move\\n\\nWe Do Long Distance Moves In Texas\\n\\nMoving long distances comes with its own set of challenges and stresses. We here at Einstein Moving Company can help you make the perfect plan to get you to your next home in the least amount of time possible at the most affordable cost to you.\\n\\nWe Do Full-Service Long Distance Moves\\n\\nA statewide move is a big move—just with a longer drive in the middle. Our full-service moving team can handle the whole start-to-finish plan—disassembly, packing, loading, transport, unloading, and reassembly—so you’re not coordinating multiple crews or juggling timelines on moving day.\\n\\nIf you are moving outside of a free service zone, we charge a one-time travel fee.\\n\\nThis travel fee covers the cost of the gas, the truck, and paying our movers for the period in which the truck is empty (either going out to you before the move starts or traveling back to our facility once the move has ended).\\n\\nIn general, our free service zone is about a 10 to 15 mile radius around our location. Our system generates trip fees through a combination of average drive time and mileage to/from our location.\\n\\nThe only other fees we charge is our hourly rate and the cost of packing supplies (if you require them).\\n\\nMovers in Texas\\n\\nDallas\\n\\nFort Worth\\n\\nGarland\\n\\nHouston\\n\\nLeander\\n\\nMcKinney\\n\\nNorth Austin\\n\\nSan Antonio\\n\\nSouth Austin\", \"url\": \"https://www.einsteinmoving.com/service/texas-statewide-moves/\", \"with\": [\"Get an instant moving quote online in just seconds and book your statewide move \", \"Moving long distances comes with its own set of challenges and stresses. We here\", \"This travel fee covers the cost of the gas, the truck, and paying our movers for\", \"In general, our free service zone is about a 10 to 15 mile radius around our loc\"], \"without\": [\"Now Hiring\", \"Privacy Policy\", \"Contact Us\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4933", "input": "https://www.cjbpest.com/areas-served/wayne-county/romulus-mi-pest-control", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4933\", \"ground_truth_path\": \"source/test/ground-truth/4933.json\", \"ground_truth_sha256\": \"6521ea4688f01ffc31481abfa2672ee95c6dab693bca95d7699a86961a2609e7\", \"html_path\": \"source/test/html/4933.html.gz\", \"html_sha256\": \"0867d8ee3faac2f77db1915516f8de5c20ce580add3f02c803e36e73be56ebba\", \"page_type\": \"service\", \"reference\": \"Pest problems of any kind are enough to send any home or business owner into panic mode. At CJB Pest and Mosquito Control, our team values expertise and trust makes us the right choice for your Romulus, MI pest control needs. Our full portfolio of services includes everything from mosquito spraying to wildlife removal & control, ensuring our team has you covered.\\n\\nRomulus, MI Exterminator\\n\\nFinding out that pests have invaded your home or business can be incredibly distressing. That's why, at CJB Pest and Mosquito Control, we not only understand the importance of protecting your property but also the safety and well-being of all those inside it. This is why we are genuinely proud to be the premier exterminator in Romulus, Michigan.\\n\\nRomulus, MI Pest Control Company\\n\\nChoosing the wrong provider for your pest control can leave you feeling short-changed. Offering dedicated care and dependable service, CJB Pest and Mosquito Control provides outstanding results to our clients.Utilizing the highest quality solutions and our unmatched expertise, our professionals are equipped to protect your home and business against a multitude of different pests, including:\\n\\nAnts\\n\\nSpringtails\\n\\nClover Mites\\n\\nFleas\\n\\nStinging Insects\\n\\nBed Bugs\\n\\nRoaches\\n\\nBoxelders\\n\\nStink Bugs\\n\\nGeneral Crawling Insects\\n\\nAnd More\\n\\nRomulus, Michigan Mosquito Control\\n\\nAre you looking for a high level of professional care for your mosquito spraying needs? CJB Pest and Mosquito Control provides the expert touch you need, combined with quality service, to provide outstanding treatment options to all of our clients. Our mosquito spraying services provide the help and support you need, right when you need it most.\\n\\nWildlife Removal & Control In Romulus, Michigan\\n\\nWhen it comes to wildlife removal & control, you need and deserve proper care and solutions from the start. Since we value a positive client experience, our team is focused on delivering both the right solutions and the quality care that make for a great relationship. CJB Pest and Mosquito Control is your premiere choice for wildlife removal & control solutions.\\n\\nRodent Removal & Control\\n\\nWhen it comes to rodent removal and control, we'll inspect your property, looking for signs of activity and entry points, before customizing a program to help rid these unwanted pests and ensure they do not come back.\\n\\nThere are a host of benefits when you choose CJB Pest and Mosquito Control, including:\\n\\nHighly-trained technicians\\n\\nIndustry-leading treatments\\n\\nDecades of experience\\n\\nTop-grade equipment\\n\\nAnd More\\n\\nIt’s important to ensure straightforward and effective solutions when looking for a pest control service provider. CJB Pest and Mosquito Control is your solution for all your Romulus, MI pest control needs. Contact us today to learn more!\", \"url\": \"https://www.cjbpest.com/areas-served/wayne-county/romulus-mi-pest-control\", \"with\": [\"Finding out that pests have invaded your home or business can be incredibly dist\", \"Are you looking for a high level of professional care for your mosquito spraying\", \"When it comes to rodent removal and control, we'll inspect your property, lookin\", \"There are a host of benefits when you choose CJB Pest and Mosquito Control, incl\"], \"without\": [\"Gutter Cleaning\", \"Commercial Pest Control\", \"Maintenance Program\", \"Michigan Exterminator\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4934", "input": "https://www.aspest.com/mi/pest-control-romulus", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4934\", \"ground_truth_path\": \"source/test/ground-truth/4934.json\", \"ground_truth_sha256\": \"56c4a26934a821ea8dd7d8822e0fac0f58dd08b7f478f3af6b74811550c2a567\", \"html_path\": \"source/test/html/4934.html.gz\", \"html_sha256\": \"845880511b85e456abc9c15d05ef8e2742fd70e4ac29cb47939905f1c85c290e\", \"page_type\": \"service\", \"reference\": \"Get Fast Services From Local Exterminators!\\n\\nContact our exterminators in Romulus now for thorough pest protection! Enjoy complimentary quotes, swift service, and a satisfaction guarantee.\\n\\nGet Started Today! Call us at 734-285-3200 or\\n\\nIn Romulus, residents know the importance of keeping their homes pest-free. That's why All Seasons Pest Control offers comprehensive, fast, and customized pest control services tailored to the unique needs of your home or business. With our local expertise and commitment to satisfaction, you can trust us to deliver exceptional results! Get started with our pest control services for protection against:\\n\\nAnts\\n\\nBeetles\\n\\nCentipedes\\n\\nCrickets\\n\\nEarwigs\\n\\nFleas\\n\\nFlies\\n\\nLadybugs\\n\\nStink bugs\\n\\nAnd more!\\n\\nWith All Seasons Pest Control, you're choosing a partner who values your safety and comfort, providing top-tier pest control solutions right where you need them. Protect your home or business today by choosing the local experts in Romulus who care as much about your space as you do.\\n\\nWhy Choose All Seasons for Pest Control in Romulus?\\n\\nAt All Seasons Pest Control, we are not just another pest control company; we are your neighbors. Our deep understanding of the local ecosystem and common pest challenges in Romulus, Michigan, allows us to provide targeted solutions that work. Combined with our fast service, satisfaction guarantee, comprehensive packages, and customized services, we offer a pest control experience that is second to none. Here's more about what you get when you choose All Seasons:\\n\\nWe stand behind the quality of our work with a satisfaction guarantee, giving you the peace of mind that comes with knowing your pest issues will be resolved to your standards.\\n\\nFrom seasonal pests to year-round nuisances, we offer comprehensive pest control packages designed to address a wide range of issues.\\n\\nWe recognize that every home and pest situation is unique. That’s why we offer customized services tailored to the specific needs of your property.\\n\\nWe understand that when you have a pest problem, time is of the essence. That's why our team is committed to providing prompt and efficient service!\\n\\nBed Bug Control in Romulus\\n\\nDiscovering bed bugs in your home can be distressing, but residents of Romulus can rely on All Seasons for effective and comprehensive bed bug eradication. We specialize in tackling bed bug infestations with a thorough and methodical approach designed to protect your home and your peace of mind.\\n\\nWhen you partner with our Romulus bed bug exterminators, you can expect:\\n\\nOur exterminators use advanced techniques to identify where bed bugs are hiding, ensuring that no area is overlooked.\\n\\nWe then create a custom plan for your home using either heat or liquid applications or a mixture of both.\\n\\nAfter treatment, we offer follow-up visits to ensure that the infestation is completely gone.\\n\\nHeat Treatments for Maximum Effectiveness\\n\\nOne of the most effective methods in our arsenal is heat treatment. This eco-friendly approach involves raising the temperature in your home to a level that is lethal to bed bugs but safe for your belongings. Heat treatment is excellent for reaching bed bugs hidden in hard-to-access areas, providing a comprehensive solution that minimizes the use of chemicals.\\n\\nYellowjacket, Hornet, & Wasp Exterminators in Romulus\\n\\nIn Romulus, stinging insects like wasps, hornets, and bees can turn outdoor spaces into no-go zones, especially during the warmer months. Whether these pests have taken up residence in your backyard or around your business premises, All Seasons offers professional stinging insect control services to help you reclaim your space safely and effectively.\\n\\nOur stinging insect control services keep you protected from:\\n\\nWasps\\n\\nHornets\\n\\nYellowjackets\\n\\nBees\\n\\nMud daubers\\n\\nAnd their nests!\\n\\nRodent Control in Romulus\\n\\nRodent problems can be more than just a nuisance; they can pose significant health risks and cause property damage. But at All Seasons, we provide expert rodent control services in Romulus designed to effectively manage and prevent rodent infestations in both residential and commercial settings.\\n\\nOur rodent exterminators will:\\n\\nStrategically place bait stations around the exterior of your property to control the rodent population before they can enter your home or business.\\n\\nThese stations are maintained regularly to ensure ongoing effectiveness and to adapt to any changes in rodent activity.\\n\\nFor rodents that have made their way indoors, we use safe and humane traps to capture and remove these pests.\\n\\nWe identify and seal potential entry points, such as cracks and holes in the foundation, gaps around doors and windows, and other access points that rodents use to enter structures.\\n\\nUnderstanding that each property is unique, we tailor our rodent control strategies to specifically fit your situation. Whether you’re facing an active infestation or looking to prevent one, we design a plan that addresses your specific concerns and provides long-term solutions.\", \"url\": \"https://www.aspest.com/mi/pest-control-romulus\", \"with\": [\"Contact our exterminators in Romulus now for thorough pest protection! Enjoy com\", \"We recognize that every home and pest situation is unique. That’s why we offer c\", \"Yellowjacket, Hornet, & Wasp Exterminators in Romulus\", \"We identify and seal potential entry points, such as cracks and holes in the fou\"], \"without\": [\"Ant Control\", \"Cockroach Control\", \"Spider Control\", \"Special Offers\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4936", "input": "https://superbpestexterminator.com/pest-control-in-romulus-mi/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4936\", \"ground_truth_path\": \"source/test/ground-truth/4936.json\", \"ground_truth_sha256\": \"d41dd0dff45c30f74a3d4160968ac345f90c6c5c82273f73dbb47d9cbc9d5fac\", \"html_path\": \"source/test/html/4936.html.gz\", \"html_sha256\": \"a740c9398a2ef254de645b99b63d0cd437015c28a7af91e4db68015d655ab42b\", \"page_type\": \"service\", \"reference\": \"Get A Consultation From Our Bed Bug Specialists Now!\\n\\nFill Out The Form Below to get a Consultation by our certified Bed Bug specialist, or give us a call today at (248) 206-3133 …\\n\\nNote: We promise to keep your info safe.\\n\\nHire The Top Romulus Bed Bug Extermination & Pest Control Team!\\n\\nBed bugs may be tiny insects, but they leave devastation in their path. When home and business owners face bed bug infestations, they frequently don’t know which path to take. While the ideal course of action is to contact a bed bug exterminator in Romulus,MI many sufferers opt to take a different route. Whether it really is DIY pest control or pest management professional, it’s essential to make your choice without procrastination.\\n\\nWe’re a Local Exterminator\\n\\nWhy hire out-of-state exterminators when you’ve got simpler accessibility to local exterminators in Romulus,MI? Bed Bug Exterminator utilizes various extermination methods – warmth and cryonite – commercial pesticides, traps, and commercial insecticides.\\n\\nMost licensed and insured exterminators urge a Combination of pest control products and methods for moderate to severe pest infestation. Mild pest infestations do not call for such extreme measures. As a rule of thumb, the treatment will be dependent on the seriousness of the insect infestation.\\n\\nDiverse Detection Methods\\n\\nOne of the hardest things about bed bugs is determining that you are having issues. Heck, most men and women go for extended periods without even knowing they are infected. If you or your house do not experience any symptoms, you probably won’t know you’re infected. Insert this since bed bugs are only the size of a little apple seed, and the entire situation simply because of all that more complicated. Bed bug infestations are not only tough to eliminate, but they’re sometimes much harder to detect. As a pest control specialist, I can say that I have seen many families live with bugs for weeks and months until they knew they had an issue. By this time, the situation was fraught.\\n\\nThis is the reason why we offer diverse detection methods. When it is mosquito control, pest management, or bed bugs, it’s more than essential to head the problem head-on whenever possible. We have been serving Romulus,MI for many years at the most effective ways by providing the most effective detection methods.\\n\\nDiverse Treatment Solutions\\n\\nPest control in Romulus,MI is an extremely competitive market. Finding a great, dependable pest infestation company that can handle your infestation won’t be a issue. However, that doesn’t mean that you’ll find the best solutions as well as the ideal treatment plans possible. Not all pest management businesses provide the most technological bed bug solutions. This is just one reason our company’s extermination price is greater, although we offer competitive pricing. We’re an exterminator in Romulus,MI that provides the most diverse and up-to-date therapy solutions and detection methods.\\n\\nWhether It’s a bed bug sniffing hound that you hunt or a cryonite treatment option, we are here for youpersonally, your house, and your family. Romulus,MI bed bugs don’t stand a chance in regards to our experts.\\n\\nLocal Exterminator Offering Safer Solutions\\n\\nWe know that many Romulus,MI residents are doubtful of service suppliers. They have heard a lot of bad things about those companies through recent years. Well, we hope you will ignore the terrible deeds of others and let us right those wrongs. We work hard to provide our clients with cost-effective, dependable, and secure solutions. Above all else, we ought to make sure that our customers will be protected from the start of the treatment until we depart your home.\\n\\nAlong with this, we provide various treatment choices. We’ll help you determine which treatment is best and safest for you and your loved ones.\\n\\nCost-Effective Pest Control Romulus MI\\n\\nYou do not need a mosquito control or pest management specialist. Instead, it will be best if you had a reliable pest management specialist. We meet this qualification. When considering exterminators’ prices, you’ll find that we are cheaper than many of our competitors. We offer options for bed bug issues and a lot more. When you contact us, we can supply you with a free quote over the phone. If you like our price, we can see your property and examine your own situation.\\n\\nFrom that point, we will provide you a bid. The bid is the amount you are going to be asked to payfor. If you’re met with the request, the job can begin immediately. Remember that our estimates are not accurate, but our predictions are. We can’t and won’t change the deal after lending it to you.\\n\\nWe Handle Most Types of Pests\\n\\nAnts\\n\\nBed Bugs\\n\\nBox Elder Bugs\\n\\nCarpenter Ants\\n\\nCarpenter Bees\\n\\nCockroaches\\n\\nEarwigs\\n\\nFleas\\n\\nMice\\n\\nLadybugs\\n\\nOccasional Invaders\\n\\nOverwintering Pests\\n\\nPantry Pests\\n\\nRats\\n\\nSpiders\\n\\nStinging Insects\\n\\nStink Bugs\\n\\nEmergency Services\\n\\nMice and rats tend to hide during The afternoon and come out at nighttime. This can be problematic for homeowners and business owners because you likely will not know about the problem before the sun goes down. Will you be able to find assistance from a Romulus,MI exterminator? Alas, a number of companies aren’t keen to assist their customers after 6 or 7 o’clock. Our company is unique because we provide emergency services. We’re prepared to assist you at any given time of the night or day.\\n\\nWhen you identify a pest Issue In your house or business, you need to contact one of our friendly agents. We are going to rush to your house as quickly as possible. We’ve got exterminators standing by, so they could help you night and day.\\n\\nFollow-Up Visits When Necessary\\n\\nFor some jobs, we may need to pay a visit to your house more than once. For instance, there’s always a chance that a bedbug or two will stay behind. They have hidden in a crack on your wall. Now, they have begun copying again. We will be back. We all know it might take several treatments to get rid of each one of these pesky critters. Do not worry because we’re not going to stop until the problem is dealt with entirely.\\n\\nIf we have to visit your home Twice or three occasions, we will do it. We offer follow-up visits whenever they are necessary. If you live in the Romulus,MI metro and also have pest problems, it is time to contact us. You can count on us to stay with you until the issue is remedied once and for all.\\n\\nWe Are One Of The Best Pest Control Companies\\n\\nOur company strives to be among the best Romulus bed bug exterminators. We’re staffed by high quality pest management professionals that are ready to begin helping you. We believe we’re the most trustworthy pest management company in Romulus,MI and we’re ready to start helping you. Whether you’re dealing with carpenter ants or bees and wasps, you’ll want to contact us. Below, you’ll find out more about the benefits of choosing us to eliminate bugs from your house and business.\\n\\nWe offer more than just bed bug removal services.\\n\\nOur bed bugs treatment is safe, powerful, and affordable.\\n\\nWe’ve been getting rid of Romulus,MI bed bugs for several years.\\n\\nOur extermination cost is reasonable.\\n\\nWe could deal with any bug infestation.\\n\\nWe’re ready to begin helping you now.\\n\\nIn case you’re looking for an exterminator in Romulus you’ll want to pick us. We’ve been serving Romulus,MI for several decades, and we’re confident that we will put a grin on your face.\\n\\nContact Us Today\\n\\nBed bug bites caused itchy welts. If you live near Romulus,MI and want to cure this Issue, you should contact us When possible. Our company offers cheap bed bug extermination Costs, and we’re ready to start helping you. Would you need to put a cease to all bug bite possibilities? It is Ideal to contact us so we could begin immediately.\", \"url\": \"https://superbpestexterminator.com/pest-control-in-romulus-mi/\", \"with\": [\"Fill Out The Form Below to get a Consultation by our certified Bed Bug specialis\", \"Whether It’s a bed bug sniffing hound that you hunt or a cryonite treatment opti\", \"If we have to visit your home Twice or three occasions, we will do it. We offer \", \"Bed bug bites caused itchy welts. If you live near Romulus,MI and want to cure t\"], \"without\": [\"Residential Pest Control\", \"Commercial Pest Control\", \"Privacy Policy\", \"Terms of Service\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4937", "input": "https://www.rosepestsolutions.com/locations/michigan/westland-michigan-pest-control", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4937\", \"ground_truth_path\": \"source/test/ground-truth/4937.json\", \"ground_truth_sha256\": \"ded69ffc4a354d92c1efe991c6061a59cdfb096fdfe6bf70d1fca4db27ed0d05\", \"html_path\": \"source/test/html/4937.html.gz\", \"html_sha256\": \"564c33571fcc43c46ba1b4ce2146fac28d927568adabb755d71dc86517c6f5bb\", \"page_type\": \"service\", \"reference\": \"(800) 883-6376\\n(313) 582-1300\\nRose Pest Solutions Westland\\n32952 Capitol St.\\nLivonia, MI 48150\\n\\nWestland, Michigan Pest Control\\n\\nRose Pest Solutions proudly serves the businesses and homeowners of Westland and surrounding areas, out of our Metro Detroit West District office in Livonia, Michigan. We provide eco-friendly, affordable pest control services to fit each one of our customer’s unique needs. Rose technicians receive ongoing education to stay up-to-date with the latest pest control technology. Our philosophy combines inspection, prevention and treatment, to help our customers get rid of pests, and prevent them from returning.\\n\\nServices Offered\\n\\nResidential Pest Control for common household bugs and rodents\\n\\nCommercial Pest Control Services\\n\\nIntegrated Pest Management\\n\\nBed Bug Detection and Treatment\\n\\nTermite control featuring the Sentricon© Termite Colony Elimination System\\n\\nMosquito control for the home and for businesses\\n\\nWildlife Removal for rodents, squirrels, raccoons and other nuisance wildlife\\n\\nContact Rose Pest Solution In Westland Michigan today to schedule an inspection!\\n\\nFor Year-Round Protection Consider The Rose Home Service Program.\\n\\nThe Rose Home Service Program offers regularly scheduled pest control services for a single annual price, designed to identify and prevent infestations of the most common pests. Whether you're dealing with ants, spiders, or other common invaders, our Home Service Programs provide year-round protection and peace of mind.\", \"url\": \"https://www.rosepestsolutions.com/locations/michigan/westland-michigan-pest-control\", \"with\": [\"Residential Pest Control for common household bugs and rodents\", \"Termite control featuring the Sentricon© Termite Colony Elimination System\", \"Contact Rose Pest Solution In Westland Michigan today to schedule an inspection!\", \"For Year-Round Protection Consider The Rose Home Service Program.\"], \"without\": [\"CONTACT US\", \"(800) 966-7673\", \"Toggle navigation\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4939", "input": "https://btrpestcontrol.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4939\", \"ground_truth_path\": \"source/test/ground-truth/4939.json\", \"ground_truth_sha256\": \"06151bdb19edd59ae2837e2bc2fc99848cd5f9e27e6eaef3591e0bb54924c10c\", \"html_path\": \"source/test/html/4939.html.gz\", \"html_sha256\": \"66c89b7f41a4fc78bdbc4daca2d5da624064941a328549c8061c841b9fce5440\", \"page_type\": \"service\", \"reference\": \"BTR Pest Control is a licensed, eco-friendly pest control company in Livonia, Michigan, serving over 200 cities across 5 counties with a 4.9-star rating and 90-day warranty.\\n\\nOur Pest Control Services\\n\\nBTR Pest Control offers general pest control, bed bug treatment, rodent control, wildlife removal, carpenter ant treatment, cockroach extermination, flea treatment, stinging insect removal, and mole control.\\n\\nGeneral Pest Control\\n\\nInterior Only $209\\n\\nExterior Only $209\\n\\nInterior/Exterior $229\\n\\nInt/Ext + Flying Insects $255\\n\\nExt + Flying Insects $229\\n\\nPrevents: Spiders, Pavement Ants, Box Elders, Stink Bugs, Centipedes, Millipedes, Beetles, Silverfish, Paper Wasps, Rollie Pollies, Mud Dabbers, Lady Bugs, House Flies, Pantry Pests, Carpet Beetles, and Clover Mites\\n\\n90-Day Warranty\\n\\nSeasonal Package\\n\\n$550\\n\\nComes with 3 visits throughout the year, eliminating general pests. First visit is an interior/exterior to eliminate any insect on the inside of the home also treating the exterior to put a barrier up around the home. 2nd treatment is an exterior treatment 3 months later, to keep the barrier up around the home. The 3rd visit is 3 months after the 2nd to keep the barrier up all year long. Additional discounts are given to our seasonal customers for services not covered in the seasonal package.\\n\\nYear-round Warranty\\n\\nCarpenter Ant Treatment\\n\\n$255\\n\\nInterior/exterior treatment to eliminate Carpenter ants. The chemical we use on the exterior has a transferring effect. It gets attached to the ants, they bring it back to the colony, contaminating the food source, killing the queen. The carpenter ant treatment comes with a 90 day warranty.\\n\\n90-day Warranty\\n\\nBed Bug Treatment\\n\\nStarting at\\n$399\\n\\nBase price for homes under 4,000sqft includes all the baseboards, empty dresser draws, empty side tables draws and one bed or couch treated. Additional beds and couches are $99 each. The 2nd treatment price is half the price of the 1st treatment. Everyone will have to leave the house for 4-6 hours to let the chemical dry. Prep work is required before the treatment.\\n\\n2nd Treatment 50% Off\\n\\nCockroach Treatment\\n\\nStarting at\\n$239\\n\\nInterior treatment of homes under 4000sqft includes all the baseboards, kitchen, bathroom and laundry room cabinets treated. The 2nd treatment price is half the price of the 1st treatment. Everyone will have to leave the house for 4-6 hours to let the chemical dry. Prep work is required before the treatment.\\n\\n2nd Treatment 50% Off\\n\\nFlea Treatment\\n\\nStarting at\\n$275\\n\\nInterior treatment of homes under 4000sqft includes broadcast spray all the floors, 3 ft up the baseboards, under and the sides of upholstered furniture, box springs, rugs and pet beds treated. The 2nd treatment price is half the price of the 1st treatment. Everyone will have to leave the house for 4-6 hours to let the chemical dry. Prep work is required before the treatment.\\n\\n2nd Treatment 50% Off\\n\\nWe Serve All of Southeast Michigan\\n\\n200+ Cities Across 5 Counties\\n\\nWayne County\\n\\nServing\\n41 Cities\\n\\nDetroit • Livonia • Westland • Dearborn + 9 Townships\\n\\nSame-Day Service\\nView All Cities\\n\\nOakland County\\n\\nServing\\n31 Cities\\n\\nTroy • Farmington Hills • Southfield • Royal Oak + 21 Townships\\n\\nSame-Day Service\\nView All Cities\\n\\nWashtenaw County\\n\\nServing\\n7 Cities\\n\\nAnn Arbor • Ypsilanti • Chelsea • Saline + 20 Townships\\n\\nSame-Day Service\\nView All Cities\\n\\nMacomb County\\n\\nServing\\n13 Cities\\n\\nWarren • Sterling Heights • Clinton Township • St. Clair Shores + 11 Townships\\n\\nSame-Day Service\\nView All Cities\\n\\nLivingston County\\n\\nServing\\n2 Cities\\n\\nBrighton • Howell • Fowlerville • Pinckney + 16 Townships\\n\\nSame-Day Service\\nView All Cities\\n\\nWhy Choose BTR Pest Control?\\n\\nBee Treated Right - Every Time\\n\\n90-Day Warranty\\n\\nWe ask that you wait 30 days for all pests to interact with the chemical. If you are still seeing pests after 30 days we will come back and do a retreat. *Bed bugs, exterior rodent setups and wildlife removals do not have a 90 day warranty.\\n\\nEco-Friendly Solutions\\n\\nThe chemicals we use are stain-less, odor-less, and EPA approved. We always avoid treating pollinating plants to help the bees and butterflies.\\n\\nSame-Day Service\\n\\nEmergency pest problems? We're available daily from 9am-8pm for rapid response.\\n\\nLicensed & Insured\\n\\nFully licensed Michigan pest control professionals with comprehensive insurance for your peace of mind.\\n\\nCommunity Coaches\\n\\nOwners Chris and his wife are Redford Wrestling coaches, and team member Chris Brown coaches Redford Union Basketball. We're invested in our community on and off the field.\\n\\nReady to Eliminate Pests for Good?\\n\\nCall BTR Pest Control at 734-338-1828 for same-day pest control service across Southeast Michigan. Free quotes available.\", \"url\": \"https://btrpestcontrol.com/\", \"with\": [\"BTR Pest Control offers general pest control, bed bug treatment, rodent control\", \"Base price for homes under 4,000sqft includes all the baseboards, empty dresser \", \"Brighton • Howell • Fowlerville • Pinckney + 16 Townships\", \"Owners Chris and his wife are Redford Wrestling coaches, and team member Chris B\"], \"without\": [\"Privacy Policy\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4941", "input": "https://plunketts.net/service-area/detroit-mi", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4941\", \"ground_truth_path\": \"source/test/ground-truth/4941.json\", \"ground_truth_sha256\": \"fca608144979539d1426558d290ec851509d27ec48d39da679e389d591dc285f\", \"html_path\": \"source/test/html/4941.html.gz\", \"html_sha256\": \"38301163aece4440b0b2831389cdef2ebc1bd0e868bff8bba04daf795aef989f\", \"page_type\": \"service\", \"reference\": \"Pest Control Detroit MI\\n\\nExpert Pest Control in Detroit, MI\\n\\nThe Motor City, Motown, Madonna, and Jack White; Tigers, Pistons, Redwings, and Lions, oh my. All of these are synonymous with Detroit. But what about the invention of Ginger Ale? The stat of greatest potato chip consumption per capita? How about the giant salt mine under the city? Who knew Detroit had all that going on?\\n\\nUnfortunately, like most major cities, Detroit is also home to an overabundance of pests. Fortunately, Detroit residents don’t have to struggle against those pests alone. The experts at Plunkett’s Pest Control’s Detroit office are ready to help anytime pests start bugging you.\\n\\nCommon Detroit Pest Problems\\n\\nLike any major city, The Motor City struggles with the kind of pest problems high-density living and constant transit bring. Rats, bed bugs, and other opportunistic pests thrive among Detroit’s homes and businesses. The city’s proximity to the water also helps humidity-dependent pests to reproduce quickly. But don’t worry! No matter how bad your pests, we have solutions.\\n\\nPlunkett's Pest Control Services Detroit, MI\\n\\nPlunkett’s is ready to help with all the pest control needs for your home or business. If you need help identifying your pest, check out our bug ID form! Get in touch with Plunkett’s whenever you need pest control expertise. Our local Detroit pest control experts have the knowledge, experience, and resources required to wipe out your pest infestation for good. Learn about some of the worst pest problems in the Detroit area and how Plunkett’s can help!\\n\\nFor over 100 years, Plunkett’s has delivered honest, expert, full-service pest management services to homes and businesses.\\n\\nHow Do I Get Started with Plunkett’s Pest Control Near Me?\\n\\nRequest A Service\\n\\nWhen it comes to finding the best “pest control near me,” home and business owners from Sterling Heights to Farmington Hills and Westland to Southgate count on Plunkett’s.\\n\\nOur Local Team\\n\\nAly Silva Mulgrew\\n\\nAustin Short\\n\\nBrock Rolsten\\n\\nChandre Johnson\\n\\nChris Mock\\n\\nChris O'Banion\\n\\nCory Short\\n\\nGlenn Geurink\\n\\nJared Miller\\n\\nJeremy Tucker\\n\\nKevin Washington\\n\\nKory Aymer\\n\\nTyler Anderson\\n\\nWe proudly serve the following cities:\\n\\nALLEN PARK\\n\\nANN ARBOR\\n\\nAUBURN HILLS\\n\\nBELLEVILLE\\n\\nBERKLEY\\n\\nBEVERLY HILLS\\n\\nBIRMINGHAM\\n\\nBLOOMFIELD HILLS\\n\\nBRIGHTON\\n\\nBROWNSTOWN\\n\\nCANTON\\n\\nCANTON TOWNSHIP\\n\\nCENTER LINE\\n\\nCHELSEA\\n\\nCHESTERFIELD\\n\\nCHESTERFIELD TOWNSHIP\\n\\nCHESTFIELD\\n\\nCITY OF THE VILLAGE OF CLARKSTON\\n\\nCLINTON TOWNSHIP\\n\\nCLINTON TWP\\n\\nCLINTON TWP.\\n\\nCOMMERCE\\n\\nCOMMERCE CHARTER TOWNSHIP\\n\\nDAVISBURG\\n\\nDEARBORN\\n\\nDEARBORN HEIGHTS\\n\\nDETROIT\\n\\nDUNDEE\\n\\nEASTPOINTE\\n\\nFARMINGTON\\n\\nFARMINGTON HILLS\\n\\nFLAT ROCK\\n\\nFORT GRATIOT\\n\\nFORT GRATIOT TOWNSHIP\\n\\nFOWLERVILLE\\n\\nFRANKLIN\\n\\nFRASER\\n\\nGENOA\\n\\nGROSSE POINTE PARK\\n\\nGROSSE POINTE WOODS\\n\\nHAMTRAMCK\\n\\nHARPER WOODS\\n\\nHARTLAND\\n\\nHIGHLAND\\n\\nHIGHLAND PARK\\n\\nHOLLY\\n\\nHOWELL\\n\\nHUNTINGTON WOODS\\n\\nKIMBALL\\n\\nKIMBALL TOWNSHIP\\n\\nLAKE ORION\\n\\nLAPEER\\n\\nLATHRUP VILLAGE\\n\\nLENOX\\n\\nLEXINGTON\\n\\nLINCOLN PARK\\n\\nLIVONIA\\n\\nMACOMB\\n\\nMADISON HEIGHTS\\n\\nMADISON HGTS\\n\\nMANCHESTER\\n\\nMARINE CITY\\n\\nMARLETTE\\n\\nMARYSVILLE\\n\\nMILAN\\n\\nMONROE\\n\\nNEW BALTIMORE\\n\\nNEW HAVEN\\n\\nNEWPORT\\n\\nNORTHVILLE\\n\\nNOVI\\n\\nOAK PARK\\n\\nOXFORD\\n\\nPINCKNEY\\n\\nPLYMOUTH\\n\\nPONTIAC\\n\\nPORT HURON\\n\\nREDFORD\\n\\nREDFORD TOWNSHIP\\n\\nROCHESTER\\n\\nROCHESTER HILLS\\n\\nROSEVILLE\\n\\nROYAL OAK\\n\\nSALINE\\n\\nSANDUSKY\\n\\nSHELBY CHARTER TOWNSHIP\\n\\nSHELBY TOWNSHIP\\n\\nSHELBY TWP\\n\\nSNOVER\\n\\nSOUTH LYON\\n\\nSOUTHFIELD\\n\\nSOUTHGATE\\n\\nST CLAIR SHORES\\n\\nST. CLAIR SHORES\\n\\nSTERLING HEIGHTS\\n\\nTAYLOR\\n\\nTEMPERANCE\\n\\nTOWNSHIP OF BURTCHVILLE\\n\\nTOWNSHIP OF NORTHVILLE\\n\\nTROY\\n\\nUTICA\\n\\nVILLAGE OF CLARKSTON\\n\\nWARREN\\n\\nWASHINGTON\\n\\nWATERFORD\\n\\nWATERFORD TOWNSHIP\\n\\nWEST BLOOMFIELD TOWNSHIP\\n\\nWESTLAND\\n\\nWHITE LAKE\\n\\nWHITMORE LAKE\\n\\nWIXOM\\n\\nWOODHAVEN\\n\\nYPSILANTI\\n\\nYPSILANTI TOWNSHIP\\n\\nZip Codes\\n\\n48009\\n\\n48015\\n\\n48021\\n\\n48025\\n\\n48026\\n\\n48033\\n\\n48034\\n\\n48035\\n\\n48036\\n\\n48038\\n\\n48039\\n\\n48040\\n\\n48042\\n\\n48047\\n\\n48048\\n\\n48051\\n\\n48059\\n\\n48060\\n\\n48066\\n\\n48070\\n\\n48071\\n\\n48072\\n\\n48073\\n\\n48074\\n\\n48075\\n\\n48076\\n\\n48080\\n\\n48081\\n\\n48082\\n\\n48083\\n\\n48084\\n\\n48089\\n\\n48091\\n\\n48092\\n\\n48093\\n\\n48094\\n\\n48101\\n\\n48103\\n\\n48104\\n\\n48105\\n\\n48108\\n\\n48111\\n\\n48116\\n\\n48118\\n\\n48120\\n\\n48124\\n\\n48125\\n\\n48126\\n\\n48127\\n\\n48131\\n\\n48134\\n\\n48146\\n\\n48150\\n\\n48152\\n\\n48154\\n\\n48158\\n\\n48160\\n\\n48161\\n\\n48162\\n\\n48166\\n\\n48167\\n\\n48168\\n\\n48169\\n\\n48170\\n\\n48176\\n\\n48178\\n\\n48180\\n\\n48182\\n\\n48183\\n\\n48185\\n\\n48186\\n\\n48187\\n\\n48188\\n\\n48189\\n\\n48195\\n\\n48197\\n\\n48198\\n\\n48201\\n\\n48202\\n\\n48203\\n\\n48204\\n\\n48205\\n\\n48206\\n\\n48207\\n\\n48208\\n\\n48211\\n\\n48212\\n\\n48214\\n\\n48219\\n\\n48221\\n\\n48223\\n\\n48224\\n\\n48225\\n\\n48226\\n\\n48227\\n\\n48228\\n\\n48230\\n\\n48234\\n\\n48235\\n\\n48236\\n\\n48237\\n\\n48238\\n\\n48239\\n\\n48240\\n\\n48301\\n\\n48302\\n\\n48306\\n\\n48307\\n\\n48309\\n\\n48312\\n\\n48313\\n\\n48315\\n\\n48316\\n\\n48322\\n\\n48324\\n\\n48326\\n\\n48327\\n\\n48328\\n\\n48334\\n\\n48336\\n\\n48340\\n\\n48342\\n\\n48346\\n\\n48348\\n\\n48350\\n\\n48353\\n\\n48359\\n\\n48360\\n\\n48371\\n\\n48374\\n\\n48375\\n\\n48377\\n\\n48383\\n\\n48386\\n\\n48390\\n\\n48393\\n\\n48442\\n\\n48446\\n\\n48450\\n\\n48453\\n\\n48471\\n\\n48472\\n\\n48836\\n\\n48843\\n\\n48855\", \"url\": \"https://plunketts.net/service-area/detroit-mi\", \"with\": [\"Unfortunately, like most major cities, Detroit is also home to an overabundance \", \"Like any major city, The Motor City struggles with the kind of pest problems hig\", \"For over 100 years, Plunkett’s has delivered honest, expert, full-service pest m\", \"How Do I Get Started with Plunkett’s Pest Control Near Me?\"], \"without\": [\"For Your Home\", \"Buy Online Today!\", \"Copyright\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4943", "input": "https://www.losangeleshousecleaners.net/lancaster-ca/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4943\", \"ground_truth_path\": \"source/test/ground-truth/4943.json\", \"ground_truth_sha256\": \"25c1c313220259d3541dfa5135523520b537f96aa2cb3c0314ea068ddb9f3032\", \"html_path\": \"source/test/html/4943.html.gz\", \"html_sha256\": \"e100150746521db21777296e256e01e08962c64132fa37e961db3e54e3faf0f8\", \"page_type\": \"service\", \"reference\": \"We have been serving the Lancaster community for years now, and we are proud to serve our residential clients throughout the area with high quality professional cleaning referrals. Our company offers a full range of home cleaning referral solutions for you, including routine cleaning, deep cleaning, one-offs and more.\\n\\nOur friendly and experienced referred domestic workers are trained to clean any kind of surface and every room in your home. They leave no corner uncleaned, meticulously working through each room but working efficiently to ensure great results every time. That is why we can stand behind our results and guarantee the work that we do. We want you to be excited to see the finished results, and our referred cleaners make certain that our clients love the way their home looks when they are done.\\n\\nBudget Friendly and Customer Oriented\\n\\nWe know that everyone has different needs and different budgets they are working with. We are happy to discuss fees with you, as we have no hidden costs and can give you an upfront quote for free. We will be very transparent with you about the cost and work with you to find a service package that is realistic for you and agreeable to you.\\n\\nThe cost of home cleaning services should not be unattainable, and we know that your budget may not always be the same. We discuss prices and cleaning plans with you and provide the referral services you require at a price that works for you. We make sure our rates are competitive, and we work hard to keep our costs low for our customers.\\n\\nOne of the ways we do that is by choosing cleaning services that are known for working efficiently, making good use of their time and doing such a complete job of cleaning that our clients don’t need to call back to fix the work. If the job is done right the first time, then our referred cleaners aren’t wasting our customer’s time or their own time, and that’s what they always try to do.\\n\\nWe also keep costs low by referring cleaners who use effective cleaning solutions. These are powerful cleaners that are safe for the environment and safe for your home and family, but they are also powerful enough to cut through grease and stains. We have meticulously and carefully sourced our referred cleaners to pick ones who use cleaning supplies to ensure that they are family friendly, safe to use, and yet very effective. However if you need cleaning services in a different area then we can also refer Palmdale California cleaning services.\\n\\nServices You Can Trust\\n\\nOur staff is all well trained and carefully vetted. We train our staff members to put the customer’s needs first, and we strive for friendliness and customer satisfaction in every interaction. If you are not completely satisfied after our referred domestic workers have come and cleaned your home for you, then please let us know and we will make it right.\\n\\nThe reputation we have built is very important to us, and we would urge you to read customer reviews for our Lancaster company and learn more about what others have experienced by using our business. We are proud of the work we do, and we think you will be very happy with how your home looks when our referred cleaners are done, if you hire us.\\n\\nOur Lancaster cleaning referral service uses cleaning teams that comply with the latest industry standards for cleanliness and sanitization. You can be sure that your home will be clean and safe when you choose us as your cleaning referral company. The cleaning solutions our referred cleaners use kill germs and viruses fast and make surfaces in your home safe and touchable. You can feel secure in your living area after they have cleaned for you, because they practice safe hygiene, work safety, and cleanliness methods that are the best in the industry.\\n\\nOur years of experience have allowed us to find the right cleaner to handle any kind of cleaning problem there is. Our referred cleaners can effectively clean every kind of surface and get rid of stains that may have proven too stubborn for you. They can advise about cleaning solutions and services for your home and find a plan that works well for you. Our referral service can help keep your home clean from week to week or our referred domestic workers can come and do a one-off service for you in preparation for a big event or to just catch up on home cleaning for you.\\n\\nOur clients rely on us to help them handle the workload of their busy lives. We understand that you want your home to look attractive, welcoming, and sanitary, but you may not have time to keep it looking that way. That’s why you can count on our team of referred Lancaster professionals to do the cleaning for you sometimes. There is noting wrong with that, and we know you will love the way your home looks when they have cleaned for you.\\n\\nContact Us Today for the Best in Professional Cleaning\\n\\nWe are looking forward to hearing from you. Our referred team can provide same day cleaning for you. Give us a call and find out how quickly they can be there for you to do the cleaning. Even if you need last minute emergency cleaning, we are the ones to call. Our referred cleaners will be there as quickly as possible and do the work efficiently and effectively. They won’t be cutting any corners or taking shortcuts, but they will work quickly. We want to be as little of an inconvenience to you as we possibly can, and that means getting our referred cleaners in and out of your house quickly and leaving it looking fantastic when they are done.\\n\\nLancaster trusts us with its home cleaning referrals, and you should too. Give us a chance to show you how incredible your home can look after professional cleaning. Our referred cleaners do it all- deep cleaning, oven cleaning, sweeping, vacuuming, garbage removal, event cleaning, basement cleaning, and more.\\n\\nWhen it is important that you have a spotlessly clean house that looks attractive, then give us a call. If you want to feel good about how safe your home is and how free it is of germs and viruses, then call the professionals. Our referred domestic workers can sanitize carefully and completely, giving you a home that you can feel great about. Your friendly Lancaster cleaning referral experts are waiting to hear from you.\", \"url\": \"https://www.losangeleshousecleaners.net/lancaster-ca/\", \"with\": [\"Our friendly and experienced referred domestic workers are trained to clean any \", \"We also keep costs low by referring cleaners who use effective cleaning solution\", \"Our clients rely on us to help them handle the workload of their busy lives. We \", \"Lancaster trusts us with its home cleaning referrals, and you should too. Give u\"], \"without\": [\"Book Online Now\", \"1 (844) 700-1427\", \"Skip to content\", \"Apartment & Condo\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4947", "input": "https://www.taskrabbit.com/locations/los-angeles/one-time", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4947\", \"ground_truth_path\": \"source/test/ground-truth/4947.json\", \"ground_truth_sha256\": \"22116d9564af9ce177dbb1d24148da978c2f00e3a8888b785ce425c2048f8530\", \"html_path\": \"source/test/html/4947.html.gz\", \"html_sha256\": \"6b3f05faffaca4a6e0a8ba74eab7b9427288afcaf45f54251dcc0572a8daf618\", \"page_type\": \"service\", \"reference\": \"500k Reviews\\n\\nOverwhelmed by today's mess? Get same-day help tidying your space.\\n\\nYou don't always have time to do it all. Take help with same-day cleaning services from Taskrabbit.\\n\\nTaskers are expert sweepers, moppers, and organizers so you don't have to be.\\n\\n6259 Featured Taskers in Los Angeles, CA\\n\\nAnastasiia K.\\n\\n4.9 (147 reviews) 228 one-time cleaning tasks\\n\\nMy attention to detail ensures that no nook or cranny is left unattended, leaving your home looking its absolute best!\\n\\nI value your time as much as you do! When you book me for a cleaning session, rest assured that I will work with lightning speed without compromising on quality. I believe in efficiency without cutting corners.\\n\\nStephanie P.\\n\\n4.7 (17 reviews) 34 one-time cleaning tasks\\n\\nMy name is Stephanie Perez, but you can call me Steph. I love to clean and organize anything and everything i can get my hands on. And i happen to be very good at it. I take immense pride in my work, and I'm confident you'll be absolutely thrilled with the results. I'll transform your home into a sanctuary, leaving it looking spotless and smelling divine. Must be a 2-Hour minimum, & client must notify me before cleaning about bug infestations, and an extra hour is needed.\\n\\nChristopher A.\\n\\n5 (6 reviews) 6 one-time cleaning tasks\\n\\nI clean any mess needed. If you don’t have all the supplies that isn’t a problem I can stop by any store before get what’s needed to make your home look beautiful and smell just as great!\\n\\nJose A.\\n\\n5 (5 reviews) 14 one-time cleaning tasks\\n\\n2years experience in the cleaning industry. Very detail oriented.\\n\\nJacob V.\\n\\n4.8 (4 reviews) 4 one-time cleaning tasks\\n\\nI particularly specialize in outdoor cleaning services such as pressure washing, solar panel cleaning, and gutter cleaning. But I am willing to do indoor jobs as well!\\n\\nAlyssa T.\\n\\n5 (3 reviews) 3 one-time cleaning tasks\\n\\nI have many years of cleaning experience including a daycare I cleaned every weekend for 4 years as well as the cleaning required for my many years in the service industry. I bring my own supplies and am very thorough. I find cleaning to be therapeutic for both myself and the person hiring me as everything feels even a little better when things are nice and clean:) See more Taskers\\n\\nYour satisfaction, guaranteed\\n\\nHappiness Pledge\\n\\nIf you’re not satisfied, we’ll work to make it right.\\n\\nVetted Taskers\\n\\nTaskers are always background checked before joining the platform.\\n\\nDedicated Support\\n\\nFriendly service when you need us – every day of the week.\\n\\nFrequently asked questions about One Time Cleaning services in Los Angeles\\n\\nHow much are one-time cleaning services in Los Angeles?\\n\\nLA Taskers charge around $47 for one-time cleaning services.\\n\\nWhat do one-time cleaning services include in Los Angeles?\\n\\nLos Angeles Taskers will scrub and mop and leave all of your surfaces clean and sanitized. Discuss your cleaning checklist with your chosen Tasker to ensure they can help with it all!\\n\\nHow it works\\n\\n1\\n\\nChoose a Tasker by price, skills, and reviews.\\n\\n2\\n\\nSchedule a Tasker as early as today.\\n\\n3\\n\\nChat, pay, tip, and review all in one place.\\n\\nSee what happy customers are saying in Los Angeles\\nJulian A. She did a great job, very efficient and really close attention to detail which we appreciated. Would highly recommend! One-time Cleaning\\nDana F. Another great clean! One-time Cleaning\\nAndrew C. Khalid was extremely professional, experienced, efficient, and detail-oriented. He brought his own equipment and got to work immediately, and was done an hour and a half sooner than projected. My home is sparkling clean now. Thanks so much Khalid. One-time Cleaning\\nNeda M. Very hard working, efficient, quick, thorough, and does not need much direction. House smells wonderful and so much cleaner. Definitely hiring for regular cleaning! One-time Cleaning\\nAnna D. Aida was amazing. She's a lot faster and more efficient than other people, wonderful communication, and made the place look beautiful. She also helped organize my things, which I'm so bad at myself, and was incredibly kind and nonjudgemental. You will not regret booking her. One-time Cleaning\\nSharan S. Amazing job, pays attention to small details, and finishes the job quickly. Would hire again! One-time Cleaning\\n\\nOne-Time Cleaning Services in LA\\n\\nEasy-to-compare prices\\n\\nCompare hourly rates for cleaning services in Los Angeles side-by-side before finding the right fit for your wallet.\\n\\nSame-day scheduling\\n\\nNeed a last-minute cleaning service before tonight's party? Hire same-day cleaning services nearby on Taskrabbit.\\n\\nExperienced one-time cleaning services in your neighborhood\\n\\nTaskers who offer LA cleaning services have extensive experience restoring spaces to their tidiest, cleanest state.\\n\\nThere’s a better way\\n\\nGive yourself a break this weekend. Instead of scrubbing and sweeping, take a stroll on the Inspiration Loop Trail.\", \"url\": \"https://www.taskrabbit.com/locations/los-angeles/one-time\", \"with\": [\"You don't always have time to do it all. Take help with same-day cleaning servic\", \"I have many years of cleaning experience including a daycare I cleaned every wee\", \"Julian A. She did a great job, very efficient and really close attention to deta\"], \"without\": [\"Become a Tasker\", \"Sign up\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4948", "input": "https://www.tidy.com/locations/los-angeles-ca/house-cleaning", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4948\", \"ground_truth_path\": \"source/test/ground-truth/4948.json\", \"ground_truth_sha256\": \"3c916494da2e7fd7112727ce5e8b7785c9a9fa41dcf64f9ae3dd59fa2ca0cddd\", \"html_path\": \"source/test/html/4948.html.gz\", \"html_sha256\": \"6857a8d6f6321d010ca7f9d8657d1c815aece4da98460e5ccc583766a295448b\", \"page_type\": \"service\", \"reference\": \"Standard house and property cleaning services\\n\\nTrusted, background-checked pros\\n\\nSame-day availability in most areas\\n\\nTransparent pricing — no hidden fees\\n\\n4.8 • 150+ happy customers near Los Angeles\\n\\nAlso Available in Nearby Areas\\n\\nHow TIDY Works\\n\\nHouse Cleaning in Los Angeles — simple, modern, and fully managed\\n\\n1. Book Your Cleaning\\n\\nChoose your preferred date and time for house cleaning in Los Angeles\\n\\n2. Your Pro Arrives\\n\\nUse your own pro or find new ones through Smart Pro Search. TIDY handles scheduling and reminders.\\n\\n3. Enjoy & Repeat\\n\\nSet up recurring cleanings, track quality with digital checklists, and manage everything from your phone.\\n\\nAbout House Cleaning\\n\\nKeep your property spotless by using TIDY to get, vet, and manage House Cleaning professionals. Use our tools to track cleaning history, inventory, and more.\\n\\nWhat's Included\\nConsistent, thorough cleaning on your schedule. Custom to you, including your vetting preferences.\\nAccess experienced cleaning professionals, with tools to manage vetting and background checks as needed.\\nCustomizable cleaning checklists to ensure your needs are met Book House Cleaning\\n\\nHouse Cleaning in Los Angeles\\n\\nTIDY helps you manage house cleaning in Los Angeles with trusted professionals and modern tools.\\n\\nQuick Response Time\\n\\nSame-day or next-day availability in most areas\\n\\nPopular Areas Served\\n\\nServing all neighborhoods in Los Angeles Add Your Pro To Manage\\n\\nThe Largest Pro Network on the Planet\\n\\nTop-rated pros available in Los Angeles\\n\\nEO\\n\\nEmily O.\\n\\n4.6 ( 9 jobs)\\n\\nSJ\\n\\nSamantha J.\\n\\n4.9 ( 175 jobs)\\n\\nGS\\n\\nGrace S.\\n\\n4.9 ( 19 jobs)\\n\\nBook with Confidence in Los Angeles\\n\\nTIDY helps you get unheard of quality and reliability\\n\\nYour Standards, Your Pros\\n\\nSet your requirements for pros in Los Angeles — background checks, insurance, experience level. You're always in control.\\n\\nTransparent Pricing\\n\\nSee the full price before you book. No introductory rates that change, no hidden subscription fees.\\n\\nManage From Your Phone\\n\\nBook, reschedule, communicate with pros, and track quality — all from one app.\\n\\nWhat Customers Near Los Angeles Say\\n\\nReal reviews from customers who use TIDY\\n\\n“ The House Cleaning service has been fantastic. My vacation rental is always spotless and ready for guests. ”\\n\\nMZ\\n\\nMargaret Z.\\n\\nMargaret Z. • 5 stars\\n\\n“ Consistent quality every time. I've been using this service for my home for 6 months and couldn't be happier. ”\\n\\nRT\\n\\nRobert T.\\n\\nRobert T. • 5 stars\\n\\n“ Good cleaning service, met my expectations. ”\\n\\nDL\\n\\nDavid L.\\n\\nDavid L. • 4 stars\\n\\n“ Sandrs was amazing! My place looks so good! ”\\n\\nCS\\n\\nCourtney S\\n\\nCleaning Service From Courtney S in Los Angeles\\n\\n“ great as usual ”\\n\\nCJ\\n\\nCheri J\\n\\nCleaning Service From Cheri J in Los Angeles\\n\\n“ Great job!:) ”\\n\\nLV\\n\\nLori V\\n\\nCleaning Service From Lori V in Los Angeles\\n\\nFrequently Asked Questions\\n\\nCommon questions about house cleaning in Los Angeles\\n\\nHow much does house cleaning cost in Los Angeles, CA?\\n\\nHouse cleaning prices in Los Angeles vary by home size and service type. TIDY shows you the full price before you book — no hidden fees or introductory rates that change later.\\n\\nCan I book same-day house cleaning in Los Angeles?\\n\\nYes, many pros in Los Angeles offer same-day availability. Book through TIDY and we'll match you with available pros in your area.\\n\\nCan I use my own cleaner with TIDY in Los Angeles?\\n\\nAbsolutely. TIDY works with your existing pros — they won't even know you're using TIDY. We handle scheduling, reminders, and checklists. You can also use Smart Pro Search to find new pros in Los Angeles.\\n\\nAre house cleaners in Los Angeles background-checked?\\n\\nYou set your requirements for pros in Los Angeles. TIDY gives you tools to require background checks, insurance verification, and other vetting criteria.\\n\\nCan I schedule recurring house cleaning in Los Angeles?\\n\\nYes. TIDY makes it easy to set up weekly, biweekly, or monthly cleaning schedules. Your pro handles the rest, and TIDY sends automatic reminders and confirmations.\\n\\nWhat makes TIDY different from other cleaning services in Los Angeles?\\n\\nTIDY is a technology platform, not a cleaning company. You keep full control of your pros and schedule. TIDY automates the management — scheduling, messaging, checklists, and quality tracking — so you don't have to.\\n\\nReady for House Cleaning in Los Angeles?\\n\\nGet started in 60 seconds. Book House Cleaning\", \"url\": \"https://www.tidy.com/locations/los-angeles-ca/house-cleaning\", \"with\": [\"4.8 • 150+ happy customers near Los Angeles\", \"Serving all neighborhoods in Los Angeles Add Your Pro To Manage\", \"How much does house cleaning cost in Los Angeles, CA?\", \"TIDY is a technology platform, not a cleaning company. You keep full control of \"], \"without\": [\"Integrations\", \"Rentals/Hosts\", \"Orange County\", \"Washington DC\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4950", "input": "https://landscapermiddletown-ny.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4950\", \"ground_truth_path\": \"source/test/ground-truth/4950.json\", \"ground_truth_sha256\": \"172d01ac7736d8a4d63a8edcec1e914ae308a6d8707246cc536cb3896d43e2e8\", \"html_path\": \"source/test/html/4950.html.gz\", \"html_sha256\": \"900d8bf2bf134b446283efe746d3388ae392beed4f997af564653243d8b9ebac\", \"page_type\": \"service\", \"reference\": \"About Company\\n\\nLandscaping services can make a significant difference in the aesthetics and usability of your outdoor areas. At Alonso Landscaping and Construction, we bring over 8 years of expertise to every project, ensuring both residential and commercial clients experience reliable, high-quality results. Based in Middletown, NY, we understand the unique needs of our local community, including seasonal challenges and environmental factors. From enhancing curb appeal to creating functional spaces, our team works with precision to meet your specific goals. Whether you need consistent lawn care or complete property transformations, we're here to help elevate your space with proven techniques tailored to your location.\\n\\nCompany Benefits\\n\\nFirst Time Customers\\n\\n15% Discount\\n\\nReferrals\\n\\n15% Discount\\n\\nAreas of Specialization\\n\\nWe Specialize in the Following Services:\\n\\nInterior Painting\\n\\nTransforming a home or office starts with the walls, but outdated colors or worn finishes can diminish any space's potential. Our interior painting service offers an efficient way to refresh your environment while ensuring smooth application and long-lasting results. We use professional-grade tools and paint for clean lines and even coverage. The outcome is an updated space that reflects your style or business image while increasing comfort and value.\\n\\nExterior Painting\\n\\nA building's exterior faces constant exposure to weather, which can lead to peeling paint and diminished protection over time. Our exterior painting service addresses these concerns by applying durable coatings designed to withstand the elements. Using proper surface preparation methods ensures lasting adhesion and vibrant finishes. This service not only protects your property from damage but also enhances its curb appeal, giving it a fresh and appealing appearance.\\n\\nTree Trimming\\n\\nOvergrown trees can pose risks, block sunlight, or detract from your yard's appearance. Our tree trimming service helps maintain healthy growth patterns by removing dead branches and shaping foliage effectively. Employing expert techniques ensures safety during each job while promoting optimal tree health. As a result, you'll enjoy safer surroundings, better light penetration on your property, and beautifully maintained landscaping features.\\n\\nLawn Maintenance\\n\\nAn unkempt lawn can quickly turn into a headache with weeds, uneven growth, or pests taking over. Our lawn maintenance program provides regular care routines such as mowing, fertilization, and weed control to keep your yard pristine year-round. By focusing on consistency and detail, we ensure lush greenery that thrives in all seasons. With this service, you save time while enjoying a beautiful outdoor area tailored to your preferences.\\n\\nOther services\\n\\nPatio Landscaping\\n\\nSnow Removal\\n\\nLandscaping\\n\\nPlanting\\n\\nTopsoil\\n\\nMulching\\n\\nHousekeeping Services\\n\\nFrench Drainage\\n\\nSpring and fall cleanups\\n\\nNew Lawns\\n\\nMulch Planting\\nGutter Cleaning\\nRailing Road Ties\\nStone Walls\\nPatio Renewal\\n\\nServices\\n\\nProfessional Assistance Every Time\\n\\nInterior Painting\\n\\nExterior Painting\\n\\nTree Trimming\\n\\nLawn Maintenance\\n\\nConstruction Services\\n\\nPatio Landscaping\\n\\nSnow Removal\\n\\nLandscaping\\n\\nPlanting\\n\\nTopsoil\\n\\nMulching\\n\\nHousekeeping Services\\n\\nFrench Drainage\\n\\nSpring and fall cleanups\\n\\nNew Lawns\\n\\nMulch Planting\\nGutter Cleaning\\nRailing Road Ties\\nStone Walls\\nPatio Renewal\\n\\nWhy Choose Us? Discover Lasting Benefits for You\\n\\nThe decision to invest in landscaping services goes beyond appearances — it's about improving quality of life while protecting your property investment. Partnering with us means working with professionals who prioritize both functionality and aesthetics at every step. These benefits matter because they enhance how you interact with your space daily while reflecting pride in ownership. By committing to superior materials and attentive customer support, we deliver results that last longer and look better. Our philosophy centers on communication and adapting solutions based on what matters most to you — your vision drives everything we do. For more insights into our approach, visit our blog section today!\\n\\nSimplified scheduling for easier planning\\n\\nCustomized designs tailored to preferences\\n\\nEnhanced property value through quality work\\n\\nEco-friendly practices for sustainable results\\n\\nComprehensive services for total convenience\\n\\nHow Do We Work? Understanding Our Process\\n\\nOur process focuses on delivering exceptional results through careful planning and precise execution. We believe great outcomes require open communication between our team and customers throughout every phase of the project. This ensures expectations are aligned while addressing any questions along the way. Core values such as attention to detail, commitment to deadlines, and respect for your time guide how we operate daily. Unlike competitors driven solely by speed or volume, we emphasize craftsmanship backed by clear guarantees for peace of mind. For additional details about how we work or what sets us apart, check out our FAQ section.\\n\\nAssess project scope through initial consultation\\n\\nCreate customized plans tailored to goals\\n\\nPrepare the site with safety measures in place\\n\\nExecute tasks using industry-leading techniques\\n\\nReview final results alongside the customer\\n\\nProvide post-project support when needed\\n\\nWe Serve the Surrounding Areas!\\n\\nOperating within a 40-mile radius of Middletown, NY, we proudly provide our services across various communities nearby. Whether handling a single-family home or assisting larger commercial properties, we extend personalized accommodations wherever possible. Contact us today if you're unsure whether your area falls within our range — we're happy to assist!\\n\\nChester, NY\\n\\nCornwall, NY\\n\\nCrawford, NY\\n\\nDeerpark, NY\\n\\nFallsburg, NY\\n\\nGoshen, NY\\n\\nMamakating, NY\\n\\nMechanicstown, NY\\n\\nNew Paltz, NY\\n\\nNew Windsor, NY\\n\\nPeekskill, NY\\n\\nPort Jervis, NY\\n\\nScotchtown, NY\\n\\nShawangunk, NY\\n\\nStony Point, NY\\n\\nThompson, NY\\n\\nWantage Township, NJ\\n\\nWawayanda, NY\\n\\nWoodbury, NY\\n\\nYour Trusted Choice for Landscaping Services Starts Here\\n\\nAlonso Landscaping and Construction stands ready to meet your needs with reliability and customer-focused service. Reach out today in Middletown, NY for top-notch landscaping services that transform your property immediately! Let us bring new life to your outdoor spaces.\\n\\nCompany Skill\\n\\nGrow Customer Relationships\", \"url\": \"https://landscapermiddletown-ny.com/\", \"with\": [\"Transforming a home or office starts with the walls, but outdated colors or worn\", \"Simplified scheduling for easier planning\", \"Create customized plans tailored to goals\", \"Alonso Landscaping and Construction stands ready to meet your needs with reliabi\"], \"without\": [\"Get Free Consultation\", \"(845) 283-9604\", \"Only 5 Spots Available\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4953", "input": "https://www.monroelandscapingny.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4953\", \"ground_truth_path\": \"source/test/ground-truth/4953.json\", \"ground_truth_sha256\": \"25169c5c16735b6385a3bcbb3a7161c350b2c11a5b3cedb4cf11ee59fe52d809\", \"html_path\": \"source/test/html/4953.html.gz\", \"html_sha256\": \"f2fe4dee709e6e46c490a671710be5c28b8ff7f0f89df38631d5c3dbd5c44786\", \"page_type\": \"service\", \"reference\": \"Lawn Care & Maintenance\\n\\nAt Monroe Landscaping, we create our own lawn maintenance programs that are custom fit to your lawns specific needs. We offer Schedule Maintenance for your lawn which can include mowing, thatching, aerating, fertilizing, and much more.\\n\\nWhether you would like us to do one of these services or all we have you covered!\\n\\nPatios and Walkways, Fire Pits and Outdoor Kitchens, Retaining Walls and Custom Driveways are all types of ways to increase your properties appearance as well as enhance your living space.\\n\\nThis makes landscapes look beautiful 24/7, and allows you to enjoy your investment in your property.\\n\\nSnow Storms are very unpredictable, that being said you need to be prepared for the worst!\\n\\nWe offer a full variety of snow plowing, removal, and de-icing services. We service a full range of residential and commercial properties. Services we provide are 24/7 snow plowing, snow removal off site, side walk clearing, and de-icing of parking lots and walkways. Call for reliable and affordable services!\", \"url\": \"https://www.monroelandscapingny.com/\", \"with\": [\"Whether you would like us to do one of these services or all we have you covered\", \"Patios and Walkways, Fire Pits and Outdoor Kitchens, Retaining Walls and Custom \", \"Snow Storms are very unpredictable, that being said you need to be prepared for \"], \"without\": [\"Services Offered\", \"845-782-4667\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4958", "input": "https://www.associatedheating.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4958\", \"ground_truth_path\": \"source/test/ground-truth/4958.json\", \"ground_truth_sha256\": \"8f177e5b60fb03a0ed91e097f250a54a6d71e368e38b17863fa7b18a28092562\", \"html_path\": \"source/test/html/4958.html.gz\", \"html_sha256\": \"b9f44dbac7d76480a90a3f25379bb605df409fc2df667ece7fddb6673f74c529\", \"page_type\": \"service\", \"reference\": \"Keeping Eugene Comfortable Since ’78\\n\\nHear From Our Happy Customers\\n\\n“Honest & Genuine”\\n\\n“We’ve always been taken care of and couldn't be happier. Their technicians are on time, efficient and kind. They have fixed our water heater and our Lennox system now. Timelines are realistically communicated as well. I truly feel they do their best.”\\n\\n- Kendra S.\\n\\n“Fantastic All Around!”\\n\\n“We just signed up for Associated Heating & Air monthly service plan and received our first annual service at the home we just purchased. Service was top shelf and they provided great insights about our system.”\\n\\n- Junior T.\\n\\n“Can't Recommend More”\\n\\n“Great service! Darius was courteous and professional. When he said our recent repairs would take 4 hours, he was spot on!”\\n\\n- Joseph T.\\n\\n“Liked & Approved by the Boss Winnie (Our Dog)”\\n\\n“Sierra was awesome! She was efficient, found the problem, and fixed it. She was professional and friendly. My yellow lab decided to “supervise.” Sierra and Winnie seemed to enjoy each other’s company.”\\n\\n- Pam H.\\n\\n“So Glad We Chose Associated for Our HVAC System!”\\n\\n“Associated does a fantastic job and they have a culture where great people can flourish. Dakota did our annual maintenance. He was on time, courteous, and technically astute. Much like the installation crew.”\\n\\n- Scott P.\\n\\n“Wonderful Service”\\n\\n“The whole crew was wonderful. I appreciated everyone's hard work to get my ductless heat pump installed. They cleaned up after themselves and we're very efficient.”\\n\\n- Shelly S.\\n\\n“Professional & Honest”\\n\\n“Chad came out for a service call on an older unit. He was on time, very knowledgeable, and honest about the situation. Wrote us a quote for the cost of a new unit when ours finally goes out. Will definitely call Associated Heating and AC again!”\\n\\n- Michelle H.\\n\\n“Professional & Dedicated”\\n\\n“We couldn’t be happier with the service provided by Associated Heating & Air Conditioning, Inc. for the installation of our replacement HVAC system. We highly recommend Associated, Inc. for their professionalism and dedication to customer satisfa”\\n\\n- Tasha D.\\n\\nReliable & Responsive HVAC & Electrical Experts Serving Lane County & the Surrounding Areas\\n\\nIf you’ve been hunting for reliable HVAC and electrical professionals to handle your home’s comfort, you’ve come to the right place. At Associated Heating & Air Conditioning, we’ve been serving the needs of homeowners throughout our service areas for over 45 years. We make it our mission to earn the complete satisfaction and trust of every customer.\\n\\nWhen you choose our licensed, insured, and highly trained technicians, you can expect:\\n24/7 emergency support\\n100% money-back guarantee within the first two years of any HVAC installation\\n“No lemon” guarantee on the systems we install\\nUpfront and transparent pricing\\nDetail-oriented service\\n\\nPut simply, we aim to exceed your expectations on every job, whether you need an urgent AC repair or indoor air quality solutions. We stand behind every aspect of our services, including our products, workmanship, sales, and performance. Ask about our warranties and financing options!\\n\\nWhen you need a dependable heating, air conditioning, and electrical company in Eugene, OR, call (541) 250-3845 or contact us online. We offer free estimates.\\n\\nOur Services\\n\\nAir Conditioning\\n\\nHeating\\n\\nDuctless Systems\\n\\nElectrical\\n\\nWater Heaters\\n\\nIndoor Air Quality\\n\\nA few Reasons to be Associated with the Best\\n\\nTrained for Excellence\\n\\nEvery technician stays current with ongoing certifications.\\n\\nGuarantees That Matter\\n\\n100% satisfaction and “No Lemon” protection.\\n\\nTrue Transparency\\n\\nYou’ll know every cost before we start.\\n\\nProven Experience\\n\\n45+ years of trusted local service.\\n\\nGet Associated with Comfort\\n\\nWe’re proud to bring reliable heating, cooling, and electrical services to our Oregon neighbors. No matter where you are in the Valley, dependable comfort is just a call away.\\n\\nWe’re proud to bring reliable heating, cooling, and electrical services to our Oregon neighbors. No matter where you are in the Valley, dependable comfort is just a call away.\\n\\nJoin the A+ Club and Protect Your Investment\\n\\nYour HVAC system is a significant investment, and it needs regular care to perform at its best and last for years. Our A+ Club Memberships make getting cooling and heating maintenance easy. Becoming a member helps you protect your investment, save money on energy bills, and avoid unexpected breakdowns.\\n\\nBenefits include:\\nA discount on repairs\\nDiscounted diagnostic fees\\nPriority service\\n\\nDuring routine maintenance visits, our technicians perform comprehensive inspections and tune-ups. We clean your coils, check refrigerant levels, inspect electrical components, and test all functions to make sure your systems are running as efficiently as possible. Our experts can find and address minor issues before they become major, costly problems. Regular maintenance also increases your equipment’s efficiency, which translates to real savings on your monthly utility bills. A well-maintained system doesn't have to work as hard and uses less energy.\\n\\nOur team at Associated Heating & Air Conditioning installs:\\n\\nAir conditioning systems\\nHeating systems\\nDuctless systems\\nHeat pumps\\nFurnaces\\nThermostats\\nZone control systems\\nDual fuel systems\\nAir filtration systems and air purifiers\\nEnergy recovery ventilators\\nHumidifiers and dehumidifiers\\nUV germicidal light systems\\nAttic fans\\nCarbon monoxide and smoke detectors\\nElectrical panels\\nElectrical wiring\\nGenerators\\nGFCI and AFCI outlets\\nIndoor and outdoor lighting\\nSurge protection systems\\nWater heaters\\n\\nEnjoy peace of mind with our 100% money-back guarantee. We are confident the equipment we install for you will perform beyond your expectations. However, if you are not fully satisfied with your new system’s performance, our services, or even our team within two years of the installation, we will remove the equipment within 30 days of your request and gladly refund the entire amount of the contract.\\n\\nRemember, we’re available 24/7 for emergencies, so don’t wait to call (541) 250-3845 or book a service appointment online if you think something may be seriously wrong with your heating, cooling, or electrical equipment.\\n\\nA+ Comfort,\\n\\nA+ Service\\n\\nLocal experts delivering honest, guaranteed HVAC and electrical service.\\n\\nWhether you’re upgrading your HVAC or replacing a water heater, our financing options help you stay comfortable and stress-free. A member of our team will be in touch shortly to confirm your contact details or address questions you may have.\", \"url\": \"https://www.associatedheating.com/\", \"with\": [\"“We just signed up for Associated Heating & Air monthly service plan and receive\", \"When you choose our licensed, insured, and highly trained technicians, you can e\", \"During routine maintenance visits, our technicians perform comprehensive inspect\", \"Local experts delivering honest, guaranteed HVAC and electrical service.\"], \"without\": [\"Air Conditioning Installation\", \"Air Conditioning Repair\", \"Air Conditioning Maintenance\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4959", "input": "https://www.comfortflow.com/residential-hvac/air-conditioning/air-conditioning-repair", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4959\", \"ground_truth_path\": \"source/test/ground-truth/4959.json\", \"ground_truth_sha256\": \"5f64f353a36503e2bd5434e783c6732f6e52e52b9dc9c21659d37cacbfb22a0f\", \"html_path\": \"source/test/html/4959.html.gz\", \"html_sha256\": \"2a0b36b03ed93c7f2cdfd8f0d57ef2f1801a4af0ba77e1d487934d736cc88973\", \"page_type\": \"service\", \"reference\": \"When your air conditioning system malfunctions, you need a trusted HVAC provider to restore comfort quickly and efficiently. At Comfort Flow Heating, we specialize in professional AC repair services in Springfield, OR, and the surrounding areas.\\n\\nA Trusted Partner for Over 50,000 Customers: Our extensive client base reflects our dedication to high-quality service and customer satisfaction.\\n\\nA Local Company That’s Small Enough to Listen, but Large Enough to Deliver: We provide personalized service while having the resources to manage complex repairs.\\n\\nTRANE Comfort Specialists & Mitsubishi Diamond Contractors: Our industry partnerships ensure expert repairs and top-quality replacement parts.\\n\\nWith over 65 years of experience, our team delivers prompt and effective solutions to keep your cooling system running smoothly.\\n\\nDon’t suffer through the heat—contact us today to schedule your AC repair!\\n\\nSame-Day AC Repair Services for Fast Home Comfort\\n\\nA broken AC system can lead to discomfort and high energy bills. Our expert technicians are equipped to diagnose and repair issues quickly for homeowners and businesses throughout Eugene. Our repair services include:\\n\\nComprehensive System Diagnostics: Using advanced tools, we identify the root cause of your AC issues and recommend the best solution.\\n\\nQuick & Efficient Repairs: We work efficiently to restore your cooling system, minimizing downtime and inconvenience.\\n\\nRepairs for All Makes & Models: Whether you have a central or ductless AC system, we have the expertise to fix it.\\n\\nGet your AC back up and running—schedule your repair with Comfort Flow Heating today!\\n\\nPreventative AC Maintenance to Prevent Costly Repairs\\n\\nRegular maintenance helps prevent costly breakdowns and extends the lifespan of your air conditioning system. Our preventative AC care services include:\\n\\nRoutine Inspections & Tune-Ups: Prevent minor issues from becoming major repairs with scheduled service.\\n\\nCleaning & Component Checks: We clean and inspect all critical components to ensure efficient performance.\\n\\nEnergy Efficiency Optimization: Proper maintenance helps lower energy consumption and reduce utility costs.\\n\\nStay ahead of AC issues with a preventative maintenance plan from Comfort Flow Heating.\\n\\nBoost AC Efficiency with Professional Energy-Saving Solutions\\n\\nIn addition to repairs, we offer energy-efficient solutions to enhance system performance and reduce costs. Many property owners in Salem rely on our team to improve AC efficiency and reduce long-term operating expenses. Our energy-saving services include:\\n\\nUpgrades to High-Efficiency Systems: Improve performance with high-efficiency AC system upgrades.\\n\\nSmart Thermostat Integration: Optimize cooling schedules to reduce energy waste.\\n\\nComprehensive Energy Audits: Identify inefficiencies and recommend cost-effective improvements.\\n\\nFrequently Asked Questions About AC Repair Services\\n\\nQuestion: What services does Comfort Flow Heating offer for air conditioning repair and service?\\nAnswer: Comfort Flow Heating provides full HVAC support, including installation and repair of central air conditioners, ductless mini-split systems, and geothermal cooling systems. They also offer maintenance services and indoor air quality solutions like duct cleaning and air filtration.\\n\\nQuestion: What does an air-conditioning repair from Comfort Flow typically include?\\nAnswer: A repair may involve diagnosing issues like refrigerant leaks, airflow problems, or faulty components. It can also include cleaning or replacing filters and coils, checking electrical parts, and making sure the thermostat and air handlers work properly.\\n\\nQuestion: When should I call Comfort Flow for AC repair instead of attempting a DIY fix?\\nAnswer: You should call a professional when the problem involves refrigerant leaks, compressor or electrical issues, poor airflow, strange noises, leaks, or cooling inefficiency. These issues often require specialized tools and certification to fix properly.\\n\\nQuestion: What are the potential benefits of using Comfort Flow’s repair services rather than replacing the AC system immediately?\\nAnswer: Repairing an existing unit often costs significantly less than a full replacement and can extend the system’s life. It can restore performance, improve energy efficiency, and delay the high upfront cost of a new system if the current unit is still in reasonable condition.\\n\\nKeep your home or business cool and energy-efficient with our expert AC repair and optimization services. Need immediate AC repair? Contact Comfort Flow Heating today to schedule your service appointment.\", \"url\": \"https://www.comfortflow.com/residential-hvac/air-conditioning/air-conditioning-repair\", \"with\": [\"A Trusted Partner for Over 50,000 Customers: Our extensive client base reflects \", \"Get your AC back up and running—schedule your repair with Comfort Flow Heating t\", \"Comprehensive Energy Audits: Identify inefficiencies and recommend cost-effectiv\", \"Answer: Repairing an existing unit often costs significantly less than a full re\"], \"without\": [\"Commercial HVAC\", \"Commercial Rooftop Units\", \"Packaged AC Units\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4963", "input": "https://coheating.com/sun-river-city-oregon/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4963\", \"ground_truth_path\": \"source/test/ground-truth/4963.json\", \"ground_truth_sha256\": \"ad09eab5226213ec7eadba36beca5df4e1d5d56f7c5018ee6365456dd0c42b90\", \"html_path\": \"source/test/html/4963.html.gz\", \"html_sha256\": \"c25bbaff2fd81850fcc794cac7d44139ee9ba9042428c65c598cb146c3fd0f5c\", \"page_type\": \"service\", \"reference\": \"HVAC, Plumbing, and Electrical Service in Sunriver, Oregon\\n\\nFast, Same Day Service\\n\\nUpfront Pricing, No Hidden Fees\\n\\nFlexible Financing Options\\n\\nMoney-Back Guarantee\\n\\nTo learn more, schedule online or give us a call at 541-227-6258.\\n\\nSunriver’s Expert HVAC, Electrical, & Plumbing Services\\n\\nCentral Oregon Heating, Cooling, Plumbing & Electrical is your go-to source for HVAC, plumbing, and electrical services in the picturesque town of Sunriver, Oregon. Whether you’re near the world-renowned Sunriver Resort or reside near the beautiful Woodlands Golf Course, our local team is ready to deliver expert solutions where and when you need them.\\n\\nWe provide long-term, low-cost solutions for all your heating and cooling needs, ensuring you can enjoy peace of mind and comfort all year round. Whether you need installation, repair, maintenance, or a full system replacement, we deliver premier service tailored to your specific requirements.\\n\\nOur commitment to excellence, reliability, and customer satisfaction sets us apart as the leading provider of HVAC services in Sunriver. We know that heating and cooling systems rarely break down on a convenient schedule. That’s why our fully stocked trucks and certified technicians are ready to go 24/7—from emergency repairs to same-day scheduling, we’ve got you covered.\\n\\nSchedule your HVAC repairs in Sunriver by giving us a call today at 541-227-6258!\\n\\nLooking for a particular service? Here are some helpful links:\\n\\nSunriver AC Repair | Sunriver AC Replacement\\n\\nEXPERT HVAC SERVICES WE OFFER IN SUNRIVER\\n\\nOver the years, Central Oregon Heating, Cooling, Plumbing & Electrical has developed a reputation for providing the best preventative maintenance and HVAC installations in Sunriver. We understand the importance of a well-functioning heating and cooling system in a region with warm summers and snowy winters.\\n\\nOur HVAC technicians are equipped to handle a wide range of HVAC services, including installation, repair, and maintenance. Whether you’re looking to upgrade your existing system or need prompt assistance for an unexpected breakdown, our experienced professionals will keep your Sunriver home comfortable year-round.\\n\\nHigh-Quality AC Services\\n\\nWhile temperatures generally stay between 23°F to 81°F in Sunriver, many homes trap heat and warm up quickly in the summertime. When your AC breaks down, you don’t want to wait for repairs. Our certified HVAC technicians can handle all of your AC repairs, installations, maintenance, and replacements.\\n\\nComprehensive Furnace Services\\n\\nAs wintertime temperatures drop, it’s important to get your furnace serviced. Our preventative furnace maintenance in Sunriver makes keeping your furnace in optimal condition as easy as possible. If there are faulty components, we can also recommend the best replacements for your home. Plus, our team can analyze your home’s layout and comfort needs to determine the right capacity for a new furnace installation.\\n\\nAll-Encompassing Heat Pump Services\\n\\nFrom speedy repairs to heat pump installations in Sunriver, we offer the heat pump services you need. In Sunriver’s relatively moderate climate, heat pumps are an excellent, all-in-one option for heating and cooling your home. Once we’ve installed or replaced your heat pump, we can handle all of your heat pump maintenance needs.\\n\\nReliable Electrical Services\\n\\nElectrical issues can be both inconvenient and hazardous. It’s crucial to address them promptly and effectively. We offer comprehensive electrical services, ranging from troubleshooting and repairs to new installations and upgrades. Our certified HVAC professionals will handle all your electrical needs with the highest level of professionalism and expertise.\\n\\nTop-Notch Plumbing Services\\n\\nWe’re proficient in diagnosing and resolving a wide array of plumbing issues, from leaky faucets and clogged drains to complex pipe repairs and installations. Our HVAC technicians are known for delivering prompt, reliable solutions to keep your home’s plumbing in top condition.\\n\\nIndoor Air Quality (IAQ) Solutions\\n\\nIndoor air quality plays a significant role in the overall comfort and well-being of your household. We provide innovative indoor air quality solutions, including air purifiers, humidifiers, and ventilation systems. Through our Sunriver HVAC services and IAQ solutions, you can create a healthier and more comfortable living environment for you and your family.\\n\\nWE HANDLE ALL TYPES OF HEATING AND COOLING SYSTEMS IN SUNRIVER, OR\\n\\nWhether you need AC replacement or a heat pump installation in Sunriver, our dedicated HVAC professionals are here to help. We have experience working with a variety of systems. Once we evaluate your property, we can quickly determine the most cost-effective, energy-efficient solution.\\n\\nCentral Heating and Air Conditioning Systems\\n\\nCentral Oregon Heating, Cooling, Plumbing & Electrical offers comprehensive installation, repair, and maintenance services for homes with central heating and air conditioning systems. Our team is well-versed in working with various central HVAC setups, ensuring that your system operates at its best throughout the year.\\n\\nHeat Pumps\\n\\nHeat pumps are a popular choice for Sunriver homeowners. Because they transfer heat from one area to another, they can be effectively used to heat and cool your home. We offer high-end heat pump services, including installation, repairs, and seasonal maintenance to keep your system performing optimally in any weather conditions.\\n\\nDuctless Mini Split ACs\\n\\nDuctless mini-split air conditioning systems provide targeted cooling without the need for extensive ductwork, making them a popular choice among Sunriver homeowners. Our technicians are trained to install, service, and repair ductless mini-split ACs, offering you personalized comfort and energy-efficient cooling solutions.\\n\\nDuctwork Services\\n\\nIf you need new ductwork installed, our certified HVAC technicians can help. We also recommend getting your ductwork periodically inspected for signs of leaks or damage. After your ductwork inspection is complete, we can quickly repair and replace all of the faulty components.\\n\\n24/7 EMERGENCY SERVICES WHEN YOU NEED IT MOST\\n\\nHVAC, plumbing, and electrical emergencies can occur at any time, often when you least expect them. We offer 24/7 emergency services in Sunriver to address urgent issues and restore comfort and safety to your home. All of our vehicles are fully stocked, so we’re prepared to immediately show up at your house at a moment’s notice.\\n\\nWhether it’s a sudden HVAC breakdown, a plumbing emergency, or an electrical issue, our team is ready to help, ensuring that your home is back to normal in no time. We recommend calling for help as soon as you notice unusual sounds or smells from your HVAC system. If the system won’t turn on or doesn’t blow warm and cold air properly, give us a call right away for fast repairs.\\n\\nSchedule your HVAC repairs in Sunriver by giving us a call today at 541-227-6258!\\n\\nWhy Sunriver Homeowners Trust Central Oregon Heating, Cooling, Plumbing & Electrical\\n\\nSunriver homeowners consistently turn to Central Oregon Heating, Cooling, Plumbing & Electrical for one simple reason—we deliver expert-driven, trustworthy service backed by decades of local experience. As a licensed and insured contractor with over 31 years of service throughout Central Oregon, our reputation is built on technical excellence, transparent communication, and unwavering customer care.\\n\\nExceptional Expertise: Every technician on our team is certified, background-checked, and highly trained, with hands-on experience in HVAC, plumbing, and electrical systems. Whether you’re near the Sunriver Resort or the Oregon Observatory, you’ll receive top-tier service that’s done right the first time.\\n\\nExcellent Reliability: Our work is guided by the highest industry standards, with quality control, warranties, and post-service follow-ups that ensure your comfort long after we leave. We don’t just fix problems—we build lasting peace of mind.\\n\\nCustomer-Focused Services: We believe in service without shortcuts. From upfront pricing to personalized recommendations, we take the time to understand your home’s specific needs and provide tailored, energy-efficient solutions you can rely on year-round.\\n\\nWith hundreds of 5-star reviews and a proven track record across the Sunriver community, we’re proud to be a locally trusted name in home services.\\n\\nFINANCING AVAILABLE FOR HVAC SERVICES IN SUNRIVER, OR\\n\\nWhen it comes to home improvements, budget considerations are essential. We offer flexible financing options to make our services more accessible to homeowners in Sunriver, Oregon. Whether you’re planning a major HVAC upgrade or need urgent plumbing or electrical repairs, our financing solutions can help you achieve your home improvement goals without undue financial strain.\\n\\nWe believe that everyone deserves a comfortable, safe, and efficient home, and our financing options are designed to make that a reality for our valued customers. With our straightforward application process and competitive rates, you can enjoy the benefits of our professional HVAC, plumbing, and electrical services without delay.\\n\\nCHECK OUT OUR GREENSHIELD MEMBERSHIP PLAN\\n\\nWith our Greenshield Membership Plan, you can prepare your HVAC system for all of Sunriver’s seasonal weather changes. As fall gets underway, we can handle your heating maintenance and prepare your home for winter. Then, we can return in springtime to get your cooling system ready for Sunriver’s warm summers.\\n\\nThrough our Membership plan, you can enjoy more than routine maintenance checks. You can also take advantage of exclusive discounts, priority service, and discounted repairs.\\n\\nRegular Maintenance: Our annual membership plan includes scheduled inspections and tune-ups for your HVAC, plumbing, and electrical systems, helping to prevent unexpected breakdowns and prolong the lifespan of your equipment.\\n\\nPriority Service: As a member of our membership plan, you’ll receive priority scheduling for service calls, ensuring that your home’s essential systems are always given the attention they need.\\n\\nCost Savings: By keeping your systems well-maintained, you can avoid costly repairs and enjoy improved energy efficiency, leading to long-term cost savings and peace of mind.\\n\\n5 FREQUENTLY ASKED QUESTIONS ABOUT HVAC, ELECTRICAL, AND PLUMBING SERVICE\\n\\nOver the years, we’ve found that local homeowners have a few common questions about Sunriver HVAC services. Read on to discover some of the most popular questions and answers.\\n\\nWhat types of HVAC systems can you service?\\n\\nWe have expertise in servicing a wide range of HVAC systems, including central heating and air, heat pumps, ductless mini-split ACs, and more.\\n\\nAre your technicians licensed and insured?\\n\\nYes, all our technicians are fully licensed and insured, providing you with the assurance of professional and reliable service.\\n\\nDo you offer warranties on your services?\\n\\nWe stand behind our work with comprehensive warranties, ensuring that you receive lasting value and peace of mind.\\n\\nHow often should I schedule maintenance for my HVAC, plumbing, and electrical systems?\\n\\nWe recommend annual maintenance to keep your home systems in optimal condition and prevent unexpected issues.\\n\\nWhat financing options do you offer for HVAC services?\\n\\nWe provide flexible financing solutions to accommodate your budget and make our services more accessible to homeowners.\\n\\nHVAC, PLUMBING, AND ELECTRICAL NEAR YOU\\n\\nWhether you need installation, repair, maintenance, or a full replacement, Central Oregon Heating, Cooling, Plumbing & Electrical is your primary source for HVAC services, big and small.\\n\\nReady to discover top Sunriver HVAC services for all of your heating and cooling needs? Give us a call at 541-227-6258 or fill out an online request form today!\\n\\nOur team of experts is ready to serve you! To schedule your service, repairs, or replacement, give us a call at 541-227-6258\\nor fill out an online request form.\", \"url\": \"https://coheating.com/sun-river-city-oregon/\", \"with\": [\"To learn more, schedule online or give us a call at 541-227-6258.\", \"Central Heating and Air Conditioning Systems\", \"Through our Membership plan, you can enjoy more than routine maintenance checks.\", \"Our team of experts is ready to serve you! To schedule your service, repairs, or\"], \"without\": [\"Membership Matters\", \"Privacy Policy\", \"Terms & Conditions\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4965", "input": "https://www.specialtyheating.com/air-conditioner-company-hillsboro-or/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4965\", \"ground_truth_path\": \"source/test/ground-truth/4965.json\", \"ground_truth_sha256\": \"a23feebf6f74707a193917f9d284c09105355884a553e848b8d72a1e8936fd4c\", \"html_path\": \"source/test/html/4965.html.gz\", \"html_sha256\": \"db52e6e062b8c2b410578ce67dfd2f9353a89141eaf8f1a496ee53d654962e5b\", \"page_type\": \"service\", \"reference\": \"Your Local Heating & Cooling Experts\\n\\nWe're Not Comfortable Until You Are!\\n\\nAward-winning HVAC services for homes and businesses across the Greater Portland Area\\n\\nOur Services, Your Solutions\\n\\nHow Can We Help You Today?\\n\\nAir Conditioning\\n\\nHeating\\n\\nIndoor Air Quality\\n\\nGenerators\\n\\nCommercial Services\\n\\nExpert HVAC Company in Hillsboro, OR\\n\\nSpecialty Heating & Cooling LLC is a heating and cooling contractor that can make any repair, installation, or maintenance job in Hillsboro, OR, go smoothly. Since 1985, we’ve been offering exceptional services. When living in the county seat of Washington County, you’ll have to cope with hot summer and cold winter temperatures. Our family-owned and -operated heating and cooling company can help you stay comfortable. We’re a Carrier Factory Authorized Dealer, and our team has hundreds of years of combined experience. Our company slogan is “we’re not comfortable until you are.” We’ll go the extra mile to meet your individual needs, and we maintain a passion for customer satisfaction.\\n\\nCall us for the following services:\\n\\nTo learn more about any of our trusted Hillsboro services, call Specialty Heating & Cooling LLC today at (971) 260-4928.\\n\\n\\\"100% Recommend\\\"\\n\\nOur technician Matt was very professional and let me know how our furnace has been operating this past year in a very easy to understand way. We are very happy that we went with Specialty Heating and Cooling.\\n\\n- Patrick D.\\n\\nUP TO $5,100 OFF\\n\\nFOR A LIMITED TIME YOU CAN MIX-AND-MATCH REBATES TO SAVE BIG ON A NEW HVAC SYSTEM\\n\\nCall for More Details!\\n\\nMust mention at time of scheduling. Some exclusions apply. Call to learn what ETO and Carrier manufacturer rebates you may qualify for. Sale ends 5/31/2026. Must install by 6/30/2026.\\n\\nValid Feb 1, 2026\\n\\n- May 31, 2026\\n\\nExperience The Specialty Difference\\n\\nDecades of Trusted Service\\n\\nWith over 40 years of experience, we’ve built our reputation on quality workmanship, customer-first service, and a commitment to excellence throughout the Portland Metro Area.\\n\\nAward-Winning Expertise\\n\\nWe’re proud 16-time winners of the Carrier President’s Award — a recognition of our operational excellence, innovative solutions, and outstanding customer satisfaction.\\n\\nEnvironmentally Responsible\\n\\nWe believe in protecting the beautiful Pacific Northwest we call home. Our strong green initiatives include recycling metals, refrigerants, and more.\\n\\nTailored Heating & Cooling Solutions\\n\\nFrom in-home assessments to custom sheet metal installations, we deliver HVAC systems designed specifically for your home or business.\\n\\nReliable AC Installations\\n\\nA new air conditioner in your home could end up lowering your energy bills and being a great investment. Specialty Heating & Cooling LLC can help you select the right unit for your budget and home in Hillsboro, and we’ll get the AC installation process completed efficiently. When we’re done, we’ll make sure that your unit can run smoothly and reliably. For customers with approved credit, we’re prepared to offer flexible financing options. We’ll show you how to operate your new equipment when we’re done.\\n\\nKnowledgeable Heat Pump and Furnace Installations for Hillsboro\\n\\nWhen it comes to furnace and heat pump replacements, upgrades, and new installations, Specialty Heating & Cooling LLC is the heating company Hillsboro depends on. We make each step of the process simple and hassle-free, from helping you find the perfect heating system for your home or business to addressing all your questions about pricing, scheduling, or even the recent energy-efficient advancements in heating technology newer models afford. Our trusted installation team will ensure your new equipment is installed correctly, and always fully test your entire system to ensure you’ll be enjoying the full functionality of your new furnace or heat pump.\\n\\nAnnual AC Maintenance Options\\n\\nOur AC technicians can perform cooling tune-ups in Hillsboro that can extend the lifetime of your air conditioner. We’ll get everything cleaned out and inspected so that we can locate any lurking issues. Fixing small issues can keep them from turning into serious problems in the future. Specialty Heating & Cooling LLC want people in Hillsboro to have complete peace of mind about the functionality of their cooling systems. We’ll present a detailed report of our findings when done.\\n\\nReliable Hillsboro Furnace and Heat Pump Maintenance\\n\\nDon’t let a simple issue like a clogged air filter turn into a costly repair! A lack of regular heating maintenance can turn into serious downtime for your furnace when you need it most. Our highly skilled furnace technicians can provide you with a rigorous inspection of your heat pump or furnace, and offer valuable advice on anything that could be a problem down the line, and ways to improve the efficiency and performance of your heating system. If it’s been a while since your last maintenance visit, get winter-ready with Hillsboro’s favorite heating company!\\n\\nTips, Tricks, & Helpful Insights\\n\\nStay informed with helpful tips and expert advice from our team.\\n\\nWhat Happens If You Skip Seasonal HVAC Maintenance?\\n\\nHow Proper Insulation Works Alongside Your HVAC System\\n\\nFebruary Energy Saving Strategies for Office Buildings and Other Commercial Buildings\\n\\nReady To Get Started?\\n\\nWhether you need service today or want a quote, we’re here to help!\\n\\nA member of our team will be in touch shortly to confirm your contact details or address questions you may have.\", \"url\": \"https://www.specialtyheating.com/air-conditioner-company-hillsboro-or/\", \"with\": [\"Specialty Heating & Cooling LLC is a heating and cooling contractor that can mak\", \"We’re proud 16-time winners of the Carrier President’s Award — a recognition of \", \"Reliable Hillsboro Furnace and Heat Pump Maintenance\", \"Whether you need service today or want a quote, we’re here to help!\"], \"without\": [\"Furnace Repair\", \"Furnace Maintenance\", \"Mini-Split Ductless Systems\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4966", "input": "https://www.progressive.com/auto/discounts/compare-car-insurance-rates/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4966\", \"ground_truth_path\": \"source/test/ground-truth/4966.json\", \"ground_truth_sha256\": \"143dcc6cef6aa4bbc7d6c5c9c5d5780f72b1d80b28544c8374924e2d12676e0b\", \"html_path\": \"source/test/html/4966.html.gz\", \"html_sha256\": \"0b402eecbafa4d081f5abdd213b0e4490fbb233b452d7831eb961b0595d02e44\", \"page_type\": \"service\", \"reference\": \"Compare auto insurance rates with confidence\\n\\nOur car insurance rate comparison tool helps you compare your car insurance quote online with rates from other companies. At the end of your Progressive quote, simply look for the option to see car insurance rates from different insurers.\\n\\nFollow these steps to compare rates:\\n\\n1. Quote with Progressive\\nGet a quote that includes all the car insurance coverages you want. When you quote, make sure to list everyone who regularly drives your vehicle.\\n\\n2. Compare rates from other companies\\nFirst, we'll show your Progressive quote. Then, look for the option to compare car insurance rates from other companies.\\n\\n3. Choose the right policy for you\\nAfter reviewing your Progressive quote and rates from other trusted insurers, choose the option that works best for your needs.\\n\\nWhat to compare beyond price\\n\\nComparing car insurance rates is helpful, but so is understanding what each insurer offers. Keep these factors in mind when you compare auto insurance companies:\\n\\nEqual coverage\\nCar insurance rates are partially determined by your coverage amount. Quoting the same amount of coverage gives you a more accurate rate comparison.\\nKnow how much coverage you need by using our car insurance coverage calculator. If you're focused on affordability, you can also explore cheap car insurance options.\\n\\nEasy maintenance\\nManaging your auto policy should be easy, whether you want to adjust your coverage, add a driver, or ask a question.\\nLook for insurers that prioritize technology. Progressive's mobile app lets you manage your policy from your phone, and Snapshot encourages and rewards safe driving.\\n\\nFinancial ratings\\nStrong third-party financial ratings show how prepared a company is to meet its financial obligations, like paying out customer insurance claims.\\nCheck an insurer's ratings with A.M. Best, Standard & Poor's, and Moody's. Progressive is rated A+ Superior with A.M. Best, reflecting our ability to honor our commitments to customers.\\n\\nClaims handling\\nWhen an accident happens, the ability to quickly report and track your claim can get you back to normal faster.\\nLook for 24/7 claims support. With Progressive's auto claims team, you can report a claim anytime, track progress, and even upload photos using our mobile app.\\n\\nWhy compare with Progressive?\\n\\nTrusted by millions\\nProgressive is one of the largest auto insurers.\\n\\nExperts since 1937\\nWe've been protecting drivers for decades.\\n\\nSee how we stack up\\nWe make it easy to compare rates from other insurers.\\n\\nCommonly asked questions\\n\\nWhat information will I need to compare car insurance quotes?\\nWhen you compare car insurance rates, it's helpful to know your vehicle identification number (VIN), as well as your ticket and accident history to get a quote.\\n\\nWhy should I compare rates with Progressive?\\nWhen you compare rates with Progressive, you're starting from a quote with one of the nation's largest insurers. And once you get your Progressive quote, you'll have the option see rates from other trusted insurers so you can compare your options side by side.\\n\\nDo I need to get a quote first to compare rates?\\nYes, to compare rates with Progressive, you'll get a quote with us first. Once you see your quote, look for the option to start comparing rates from other insurers.\\n\\nWhat should I consider when comparing auto insurance rates?\\nAlthough insurance companies look at similar factors to determine rates, each company has its own quoting methodology. This can result in differences in rates among insurers. For that reason, it's helpful to compare car insurance rates from different companies to find the best price.\\n\\nWill I see the same rates if I quote directly on another insurer's website?\\nYou might see a different rate if you quote directly with another insurer. For our customers' security, Progressive doesn't share sensitive data with other providers — rather than using your Social Security number, some of our comparison rates may use an assumed credit rating. And when you quote directly with other insurers, they may use information from different sources. If you have any questions about comparing rates, call 1-855-385-8049 so we can help.\\n\\nDoes the best auto insurance rate guarantee the best coverage?\\nNot necessarily. A lower rate could just mean less coverage for you and your vehicle. So when comparing rates, it's important to make sure that your coverages, limits, and deductibles match up from one company to the next. You should also make sure you're considering reputable insurance companies. While you're shopping around for the best car insurance, check out Progressive's customer reviews.\\n\\nHow can you get the best car insurance rate?\\nEach insurer rates customers differently, but getting the best car insurance rate for you typically involves comparing rates and qualifying for auto insurance discounts. Progressive car insurance customers qualify for an average of seven discounts. Learn more about lesser-known ways to lower your car insurance rate.\\n\\nDoes comparing rates affect my credit score?\\nNo, quoting car insurance and comparing rates won't affect your credit score. Any credit check we perform to provide you with a quote won't be visible to other companies checking your credit.\\n\\nHow to shop for car insurance\\n\\nShopping for auto insurance can help you save. The best way to start is by comparing quotes from different companies.\\n\\nTo quote, you'll need:\\n- Your car's make, model, and year\\n- Your car's mileage\\n- Your driving history\\n\\nTo quote auto insurance, you typically need your car's make, model, model year, and mileage. You'll also be asked about your driving history, including any accidents.\\n\\nIf you already know the coverages and deductible you want, then make sure each quote includes them so you can make a true cost comparison.\\n\\nIf not, you can vary each quote to see how your car insurance premium changes when you add additional coverages.\\n\\nYou can also use our AutoQuote Explorer tool to compare your quoted rate against rates from different companies.\\n\\nTo buy your policy, you'll typically need:\\n- Driver's license number\\n- Social Security number\\n- Vehicle identification number (VIN)\\n\\nOnce you've found the right policy at the right price, you'll typically need one or more of the following to buy your new policy: your driver's license number, Social Security number, and vehicle identification number.\", \"url\": \"https://www.progressive.com/auto/discounts/compare-car-insurance-rates/\", \"with\": [\"Our car insurance rate comparison tool helps you compare your car insurance quote\", \"Comparing car insurance rates is helpful, but so is understanding what each insur\", \"When you compare rates with Progressive, you're starting from a quote with one of\", \"You can also use our AutoQuote Explorer tool to compare your quoted rate against r\"], \"without\": [\"Insurance & more\", \"Resources & tools\", \"Name Your Price® Tool\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4971", "input": "https://www.experian.com/insurance/car-insurance-quotes/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4971\", \"ground_truth_path\": \"source/test/ground-truth/4971.json\", \"ground_truth_sha256\": \"88ba27a1bde98f93b3e1f020652835a313dca1acb69cb5b96b26652abc76e2ca\", \"html_path\": \"source/test/html/4971.html.gz\", \"html_sha256\": \"59b52df36ff36056c15af5bca69f30a76e85a9731e50b2662eff571477747e80\", \"page_type\": \"service\", \"reference\": \"Compare car insurance quotes from trusted companies\\n\\nYou could save over $1,000 a year with our insurance marketplace. And we’ll continue to shop for better rates in the future–for free.\\n\\nRates are illustrative only. Your rates may vary. Insurance Carrier Partner Details\\n\\nGet started\\n\\nEnglish fluency is required for full access to Experian’s products and features.\\n\\nSe requiere dominio del inglés para tener pleno acceso a los productos de Experian.\\n\\nFind out if you’re overpaying\\n\\nWe shop and compare quotes for you from over 30 top insurers.\\n\\nGet notified when rates drop\\n\\nKnow when it’s a good time to shop and save with rate monitoring.\\n\\nLearn how to improve your rate\\n\\nSee the factors impacting your rate or ability to get quotes.\\n\\nSave on car insurance\\n\\nCompare rates from over 30 top insurers Insurance Carrier Partner Details\\n\\nHow it works\\n\\nJust answer some questions about your current plan so we can match you to personalized quotes.\\n\\nWe’ll show you offers from our top insurance carriers so you can choose the best one for you.\\n\\nFrom switching your policy to canceling and requesting a partial refund on your old plan, we help you do it all. Insurance Carrier Partner Details Get started\\n\\nFind your same coverage for less\\n\\nYou may be overpaying for insurance. We can help take the hassle out of shopping and find you a better deal.\\n\\nCompare rates\\n\\nWe actively monitor rates in our network to make sure you’re always getting our best deal.\\n\\nSave time\\n\\nThere’s no need to visit other sites or fill out multiple forms—we do it all in one place.\\n\\nHave peace of mind\\n\\nRest easy knowing you have the right price. Plus, we’ll keep shopping for you so you find the coverage you need.\\n\\nGet potential savings\\n\\nLet us find you a lower rate—you may even be able to get a partial refund on your previous plan. Get started\\n\\nTypes of auto insurance coverage\\n\\nLiability\\n\\nLiability insurance helps cover the other party’s property damage expenses, medical bills and lost wages if you’re found at fault in an accident. It may also cover legal fees if someone sues you. Most states require a certain amount of liability coverage by law.\\n\\nCollision\\n\\nCollision insurance covers the cost of repairing or replacing your vehicle if you collide with another vehicle, animal or object. While not legally required in any state, you may be required to buy collision coverage if you’re financing or leasing your car.\\n\\nComprehensive\\n\\nComprehensive insurance protects you from damage caused by anything outside of your control, such as theft, vandalism, fire or floods. You may be required to buy comprehensive insurance if you’re financing or leasing your car.\\n\\nUninsured motorist\\n\\nUninsured motorist (UM) protects you if you’re in an accident caused by an uninsured or underinsured driver. UM can cover property damage and medical expenses, and it may also kick in if you’re the victim of a hit-and-run accident.\\n\\nPersonal injury\\n\\nPersonal injury protection (PIP) covers medical bills and lost wages for you and your passengers if you’re involved in an accident. Some states require PIP coverage as part of your auto insurance policy, and it’s also available as an optional add-on.\\n\\nRoadside assistance\\n\\nRoadside assistance offers protection if you’re stranded on the road. It may include towing, gas delivery, flat tire replacement and battery jumpstarts. You can typically add roadside assistance to your insurance policy for an affordable rate.\\n\\nWhat you need to get a car insurance quote\\n\\nVehicle information\\n\\nYou’ll need to provide the following details for the car you want to insure:\\nVehicle identification number (VIN)\\nYear, make and model\\nBody style\\nCar’s mileage\\nHow much you typically drive\\nA list of registered owners\\nWhether your car is financed, leased or owned outright\\n\\nDriver information\\n\\nYou’ll need to provide some basic personal details to get a car insurance quote:\\nFull name\\nDate of birth\\nMarital status\\nHome address and the address where the vehicle will be parked\\nDriver’s license number\\nPhone number and email address\\nDriving history\\n\\nVerified user reviews\\n\\n4.8\\n\\n“Switching from my previous insurer was very easy. They saved me around $800 a year! I recommend to anyone who is looking to save money on their insurance needs.”\\n\\nBarry B.\\n\\nSaved $795\\n\\n“As a school teacher, it’s difficult to find time during the day to call multiple insurance agents. After a simple signup step, they did all the rest to get me the best rate.”\\n\\nOlivia T.\\n\\nSaved $322\\n\\nChoose policies from over 30 top insurers\\n\\nCar insurance by state\\n\\nCompare auto insurance by state and see state averages, including top cities and providers.\\nAlabama\\nArkansas\\nArizona\\nCalifornia\\nColorado\\nConnecticut\\nWashington D.C.\\nDelaware\\nFlorida\\nGeorgia\\nIowa\\nIdaho\\nIllinois\\nIndiana\\nKansas\\nKentucky\\nLouisiana\\nMassachusetts\\nMaryland\\nMaine\\nMichigan\\nMinnesota\\nMissouri\\nMississippi\\n\\nFrequently asked questions\\n\\nIt is recommended to compare car insurance quotes at least once per year. This way you can you can have the peace of mind that you are getting a great rate for the coverage that you need.\\n\\nOther times to shop for car insurance quotes would be when you have a new life event happen such as adding a new driver or car to your policy, getting married, or moving to a new home. These events can factor into your premiums so shopping around for new prices is recommended.\\n\\nIn most states, you need a minimum amount of car insurance coverage to drive a car. If your state does not require insurance, you may still need to verify that you have enough assets to cover claims if you hurt someone or damage their property.\\n\\nA full coverage car insurance policy will include coverage that exceeds your states minimum requirements. If you are leasing or financing a car they will generally require you to have a full coverage car insurance policy.\\n\\nWhen you’re ready to get quotes, our comparison tool will help you compare auto and home insurance rates from more than 30 top insurers. It is completely free to use, whether you’re looking to compare options or switch providers.\\n\\nFor basic monitoring, simply enter your current insurance rate and we’ll show you how it compares to the average rates in your area.\\n\\nFor more in depth monitoring, we’ll ask for a few more details about your current coverage, driving history and vehicles. We’ll let you know if we find a quote lower than yours and provide new quotes that you can buy if you decide to switch.\\n\\nYes, we are licensed in all 50 states, as well as Washington DC. You can view all licenses here.\\n\\nWe receive commission, and possibly other performance-based compensation, from insurance companies for our services. You can learn more about our commissions by emailing us at advisors@insurance.experian.com.\\n\\nLearn more about car insurance\\n\\n12 Factors That Affect Your Car Insurance Costs\\n\\n7 min • May 21, 2024 Auto Insurance\\n\\nDoes Car Insurance Affect Your Credit?\\n\\n4 min • Mar 18, 2024 Auto Insurance\\n\\nHow to Choose the Best Car Insurance Company\\n\\n4 min • Feb 10, 2024 Auto Insurance\", \"url\": \"https://www.experian.com/insurance/car-insurance-quotes/\", \"with\": [\"We shop and compare quotes for you from over 30 top insurers.\", \"Liability insurance helps cover the other party’s property damage expenses\", \"You’ll need to provide the following details for the car you want to insure\", \"It is recommended to compare car insurance quotes at least once per year\"], \"without\": [\"Free credit report\", \"Free credit score\", \"CreditLock\", \"dark web scan\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4973", "input": "https://www.nationwide.com/personal/insurance/auto/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4973\", \"ground_truth_path\": \"source/test/ground-truth/4973.json\", \"ground_truth_sha256\": \"aa8c82bd8ad1c14502756a9c2e91830cbb34133cd68ec11d1546cf0e82591a8f\", \"html_path\": \"source/test/html/4973.html.gz\", \"html_sha256\": \"019690d3cda462378899643ca329cceeac0edc7e7d955e785f0d80dda676bba4\", \"page_type\": \"service\", \"reference\": \"Get a car insurance quote today and enjoy the ease of working with us.\\n\\nAuto insurance from Nationwide gives you peace of mind. When you choose an On Your Side Auto Repair Network® facility, you can get a written guarantee on your car repairs. 1 With our On Your Side Claims® Service, you also get personal service like the On Your Side® Review, an annual check-in with your insurance professional to review your coverage. And with multi-policy and other discounts, such as the SmartRide® and SmartMiles® usage-based programs, you get peace of mind and value.\\n\\nBenefits of auto insurance\\n\\nAuto insurance can provide a safety net that covers medical expenses, legal fees, property damage, and more. Make sure you customize your auto insurance policy to get the coverage that meets your needs.\\n\\nAuto insurance coverages and discounts\\n\\nWhat we cover\\n\\nCollision, comprehensive, liability, medical payments and more.\\n\\nStandard & optional coverages\\n\\nAccident Forgiveness ®\\n\\nAvoid the impact of a rate increase after an accident. 2\\n\\nGet Accident Forgiveness\\n\\nCar insurance discounts\\n\\nMaking auto insurance more affordable\\n\\nSee how you can save\\n\\nLooking for more ways to save?\\nCheck out our usage-based auto insurance programs\\n\\nSmartRide\\n\\nEarn an instant 10% discount when you enroll. The more safely you drive, the more you could save – up to 40%. 3\\n\\nSmartMiles\\n\\nIf you drive less, pay less. The same great coverage but with a flexible monthly rate that's based on how many miles you drive. 4\\n\\nUnderstand your state’s car insurance requirements.\\n\\nAuto insurance isn’t only great protection for your vehicle, it’s also the law. All states require some degree of insurance for your vehicle to protect you and other motorists. Coverage requirements will vary based on your financial responsibility for your car and your state’s requirements. Some states even require you to have liability insurance before you even get a license.\\n\\nGet a quote today or call 1-877-669-6877. Stay protected and stay legal.\\n\\nLearn about your state’s auto insurance requirements.\\n\\nTake control of your policies from any device\\n\\nView and print ID cards & policy documents, request changes to your coverages, make payments or start or check on a claim. Do it all from your desktop, tablet or smartphone.\\n\\nLearn about our online services\\n\\nSave money by bundling auto with other policies.\\n\\nSimplify your life and save money. Save an average of 15% when you bundle home and car insurance with Nationwide*\\n\\nHow to compare car insurance quotes\\n\\nWhen comparing quotes, it’s important to make sure you’re getting the same value. Often a policy that has a lower premium may have a higher deductible or less coverage. To get a true one-to-one comparison, review the details of each auto policy carefully to understand what it does—and does not—include. Once you have two policies with the same or very similar coverages, you’ll have an accurate cost comparison.\\n\\nCommon auto coverages\\n\\nNationwide offers extensive coverage options that may be available to give you peace of mind when you’re on the road. Customize your policy to get the coverage that fits your life.\\n\\nComprehensive\\n\\nAlso known as “other than collision,” this coverage can help pay for damage to your vehicle from vandalism, theft, weather events and accidents involving animals.\\n\\nCollision\\n\\nRegardless of who’s at fault, collision can pay for damage to your vehicle if you hit another vehicle or object, another vehicle hits you, or your vehicle rolls over.\\n\\nGap coverage\\n\\nGap insurance may help you cover the “gap” between what you owe on your car and your car’s actual cash value.\\n\\nUninsured motorist\\n\\nIf an uninsured or underinsured driver causes an accident that results in property damage and/or bodily injury, uninsured motorist coverage may help pay for damage and medical costs for you and your passenger(s).\\n\\nBodily injury liability\\n\\nIf you cause an automobile accident that results in injuries, bodily injury protects you by paying for damages you may become legally liable for as a result of the accident, including medical bills and loss of income for the injured party.\\n\\nRoadside Assistance\\n\\nRoadside Assistance coverage may even be available when you and your family household members are passengers in someone else's vehicle, or during a roadside emergency in which your vehicle is disabled.\\n\\nFrequently asked questions\\n\\nExpand all\\n\\nNationwide provides a variety of ways to get affordable car insurance through bundling, usage-based insurance, a safe driving record, and other discounts.\\n\\nSave an average of $1,032 when you bundle home and car insurance with Nationwide.* Bundle your insurance policies by placing your home, auto and other policies, such as motorcycle or umbrella, with one carrier.\\n\\nExplore usage-based insurance options. Nationwide offers two ways to save based on how you drive. SmartRide offers a discount based on how safely you drive, and SmartMiles provides a rate based on how much you drive.\\n\\nIf you have an accident free or safe driving record, you may be eligible for reduced rates.\\n\\nSign up for account management tools like automatic payment withdrawals or paperless policy.\\n\\nAsk! Reach out to your insurance representative annually to learn about the discounts available.\\n\\nNationwide can help you save an average of $646 when you bundle your home and auto policies. Bundling policies is one of the best ways to lower your costs and help you save time managing your insurance. Whether you own a home or rent, have multiple cars or own a boat, Nationwide has options that will provide savings on the coverages you need.\\n\\nCar insurance prices can vary based a number of factors, including where you live, your driving record and the type of car you own. Nationwide can help you understand what factors are included in our pricing, as well as what discounts are available to help you save money.\\n\\nAll states have their own requirements. But for most states, coverage for bodily injury and property damage liability is mandatory. Other types of protection include personal injury protection, underinsured/uninsured motorist coverage, collision and comprehensive. Research the minimum requirements for your state and what coverages best fit your needs.\\n\\nGathering all of the information needed for your quote will get the quote to you faster and help you save money.\\n\\nInformation about you, including name, address, social security number, marital status and drivers license number.\\n\\nInformation about your cars: Make and model year of your car, the VIN number (check your registration for this information) as well as any safety features and weekly mileage.\\n\\nA list of everyone who will drive the car, their ages and any driver safety courses they have completed. Many insurance companies also want to know who in your household is of legal driving age, what their license status is (such as, whether they have a learner’s permit or a suspended license) and whether other drivers in your household have their own insurance. Depending on the state, this can help the insurance agent determine who should be listed and considered for your quote.\\n\\nNationwide makes it easy to file an auto claim through your account.\\n\\nClassic car owner?\\n\\nWe have protection designed just for you. Check it out. And get a quote.\\n\\nSuperior claims service\\n\\nIn times of need, we stand by you.\\nLog in\\n\\nStart an auto claim\\n\\nClaims FAQ\\n\\nAuto insurance terminology\\n\\nChoosing auto insurance options can feel complicated. We’re here to help you understand the ins and outs, so you can be confident you have the right protection.\\n\\nDeductible\\n\\nThis is the portion of a claim that you pay. A higher deductible amount will lower your insurance premiums but increase your costs if there’s an accident.\\n\\nPremium\\n\\nThis is the cost of your policy. It may be paid annually, semi-annually (two payments per year) or monthly.\\n\\nLiability\\n\\nLiability is the legal obligation or responsibility for any injury or damage suffered by another person.\\n\\nLimit of liability\\n\\nThis is the maximum amount of coverage under an insurance policy.\\n\\nFor more definitions, visit our auto insurance glossary.\\n\\nRelated topics & resources\\n\\n[1] Work performed at an On Your Side® Auto Repair Center includes a guarantee on the workmanship of the appraised and completed repairs for as long as you own or lease your vehicle. Also, replacement of any defective alternative parts identified on an appraisal and used in a covered repair are guaranteed for as long as you own or lease your repaired vehicle.\\n\\n[2] Not available in all states.\\n\\n[3] SmartRide: Availability varies; program criteria differ in California. Stated discounts are approximations. Discounts do not apply to all coverage elements; actual savings vary by state, coverage selections, rating factors and policy changes. The enrollment discount applies during data collection; the final discount is calculated according to driving behavior and could be zero. The final discount applies at the next policy renewal and is subject to change based on actuarial support at subsequent renewals or with changes in drivers or vehicles on the policy.\\n\\n[4] SmartMiles: Availability varies. SmartMiles includes a base premium plus a variable premium based on the coverages in force and the days and miles driven.\\n\\n*Average annualized savings on home and auto premiums, compared to stand-alone price of each policy, based on national sample from March - May 2024. Actual savings will vary based on state, policy coverage selections, and rating factors\\n\\nInsurance terms, definitions and explanations are intended for informational purposes only and do not in any way replace or modify the definitions and information contained in individual insurance contracts, policies or declaration pages, which are controlling. Such terms and availability may vary by state and exclusions may apply. Discounts may not be applied to all policy coverages.\", \"url\": \"https://www.nationwide.com/personal/insurance/auto/\", \"with\": [\"Auto insurance from Nationwide gives you peace of mind. When you choose an On Yo\", \"When comparing quotes, it’s important to make sure you’re getting the same value\", \"Gathering all of the information needed for your quote will get the quote to you\", \"*Average annualized savings on home and auto premiums, compared to stand-alone p\"], \"without\": [\"Skip to main content\", \"Resources for agents\", \"Career seekers\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "4974", "input": "https://aws.amazon.com/products/storage/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4974\", \"ground_truth_path\": \"source/test/ground-truth/4974.json\", \"ground_truth_sha256\": \"b2c0ad72340e46ee57b7f3fb3a86c20c5d531dfa9a2d80863b16f06196b86757\", \"html_path\": \"source/test/html/4974.html.gz\", \"html_sha256\": \"3ac86e53166e0ce3826c70632c412f0e22d015e06027639be179ad5c373f63ae\", \"page_type\": \"listing\", \"reference\": \"Products\\n\\nStorage\\n\\nCloud Storage on AWS\\n\\nReliable, scalable, and secure storage for your data\\n\\nAmazon S3: 20 years of building what’s next\\n\\nFrom storage for the internet to the data foundation for AI and analytics, Amazon S3 scales and evolves with your ambition. Explore S3\\n\\nMaximize economic advantages by migrating to AWS Cloud Infrastructure\\n\\nAnalyst firm, Enterprise Strategy Group, validated that organizations reduced compute, networking, and storage costs by up to 66% by migrating on-premises workloads to AWS Cloud Infrastructure.\\n\\nRead the report\\n\\nWhy Cloud Storage on AWS?\\n\\nMillions of customers use AWS cloud storage services to transform their business, increase agility, reduce costs, and accelerate innovation. Choose from a broad portfolio of storage solutions with deep functionality for storing, accessing, protecting, and analyzing your data.\\n\\nBenefits of Cloud Storage on AWS\\n\\nMake resources available in minutes, not weeks. Speed time to market, avoid complex capacity planning, and reduce over-provisioning with just a few clicks.\\n\\nMinimize your total cost of ownership (TCO) with managed services that eliminate infrastructure maintenance. Optimize your storage costs based on how frequently and quickly you need to access your data.\\n\\nSafeguard your data with unmatched security and storage designed for 99.999999999 (11 9s) of durability and multi Availability Zone resilience. Keep data available to your applications with data resilience provided through options from granular restore to recovery across AWS and on-premises environments.\\n\\nChoose from a variety of tools to get more from your data and accelerate new product and service delivery. Run big data analytics, artificial intelligence (AI), machine learning (ML), high-performance computing (HPC), and media processing applications on all your cloud data.\\n\\nEnable generative AI with secure, scalable data lakes, high-performance storage for model training, and integration with AWS data services for generative AI to customize foundation model responses and differentiate applications with your data.\\n\\nAWS Storage Services\\n\\nDisplaying 1-8 (11)\\n\\nUse cases\\n\\nLift and shift your existing workloads to AWS quickly using like-for-like storage for simple cloud migration. Move your network-attached storage (NAS), storage area network (SAN), and Hadoop workloads as-is with AWS services, and evolve at your own pace.\\n\\nConsolidate your data so it’s easier to model and analyze. Use Amazon S3 to build a secure, durable, and scalable data lake. Take advantage of its integration with a wide range of services for analytics and ML.\\n\\nBuild cloud-native applications and get to market faster with a microservices architecture and more. Choose AWS storage services that persist and share data from your AWS containers and serverless applications.\\n\\nExtend secondary storage targets to the cloud to address exponential data growth. Migrate copies of on-premises data to AWS and protect applications already in the cloud with services from AWS and AWS Partners.\\n\\nMeet long-term retention requirements with AWS storage services. Manage compliance and digital preservation with services that provide security, reliability, unlimited scalability, and 99.999999999% durability. Access data faster than on-premises tape.\\n\\nAWS Storage Blogs\\n\\nRead AWS Storage blogs for the latest technical guidance and best practices\\nExplore blogs\\n\\nAWS Summit Hamburg 2025: Experience tomorrow's cloud today\\n\\nJoin industry pioneers and cloud experts for a day of hands-on learning and networking opportunities that will transform your business's cloud journey.\\n\\nRegister now\", \"url\": \"https://aws.amazon.com/products/storage/\", \"with\": [\"Amazon S3: 20 years of building what’s next\", \"Make resources available in minutes, not weeks. Speed time to market, avoid comp\", \"Consolidate your data so it’s easier to model and analyze. Use Amazon S3 to buil\", \"AWS Summit Hamburg 2025: Experience tomorrow's cloud today\"], \"without\": [\"AWS Marketplace\", \"Sign in to console\", \"Create account\", \"Contact Us\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4975", "input": "https://www.business.com/articles/top-10-cloud-storage-services-for-business/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4975\", \"ground_truth_path\": \"source/test/ground-truth/4975.json\", \"ground_truth_sha256\": \"6c3a94238c354f8939db495609b8d82b05876b48e52d0bc54bec5031799da596\", \"html_path\": \"source/test/html/4975.html.gz\", \"html_sha256\": \"afb27b6b4c3cb84d9bdc94f538ffa20a70bd81de3a313596ae05d3d92912c45c\", \"page_type\": \"article\", \"reference\": \"Business.com earns commissions from some listed providers. Editorial Guidelines.\\n\\nWith cloud storage services, businesses no longer have to budget for server rooms and cumbersome external hard drives that don’t fit on desks. Cloud services are secure, easy to access and readily available for multiple users simultaneously. They’re also excellent tools for workplace collaboration and provide secure file-sharing to boost your business’s cybersecurity. We’ll explain more about cloud storage services and highlight 10 top cloud storage options.\\n\\nWhat is cloud storage for business?\\n\\nCloud storage for business is an internet-based service that allows companies to store, manage and access their digital data on remote servers maintained by third-party providers. Unlike traditional on-premises storage solutions, cloud storage eliminates the need for physical hardware infrastructure while providing secure, scalable and accessible data management capabilities.\\n\\nIt’s important to understand the distinctions between related cloud services:\\nCloud storage specifically focuses on storing and retrieving files and data.\\nCloud backup creates copies of your data for disaster recovery purposes.\\nCloud computing encompasses a broader range of services including processing power, applications and development platforms.\\n\\nBottom Line\\n\\nCloud storage solutions offer the flexibility to store everything from everyday documents and presentations to large databases and multimedia files, all while enabling seamless collaboration across teams and locations.\\n\\nBenefits of cloud storage solutions for businesses\\n\\nCloud storage services offer numerous advantages that make them essential for modern business operations:\\nCost Savings: By eliminating the need for expensive on-premises servers and IT infrastructure, businesses can significantly reduce capital expenditures. Companies typically only pay for the storage they use, converting fixed costs into variable operational expenses.\\nScalability: Cloud storage solutions allow businesses to instantly scale their storage capacity up or down based on current needs. This elasticity is particularly valuable for seasonal businesses or companies experiencing rapid growth, as they can adjust resources without lengthy procurement processes or hardware installations.\\nEnhanced Collaboration: Teams can access, edit and share files in real-time from any location with an internet connection. This capability has become crucial for supporting hybrid and remote work arrangements.\\nCompliance and Governance: Leading cloud storage providers maintain certifications for industry standards including SOC 2, ISO 27001, HIPAA and GDPR compliance. These certifications ensure that businesses meet regulatory requirements without investing in expensive compliance infrastructure.\\nAutomated Backups and Disaster Recovery: Cloud storage services typically include automated backup schedules and version control, ensuring business continuity even in the event of hardware failures, natural disasters or cyberattacks. Recovery time objectives (RTO) can be reduced from days to hours or even minutes.\\n\\nBest cloud storage services for businesses in 2025\\n\\nThe cloud storage landscape continues to evolve with providers offering increasingly sophisticated features and competitive pricing. Here are the top business cloud solutions for 2025, categorized by their primary strengths:\\n\\nCompany Best For Starting Price Starting Storage\\nGoogle Workspace Collaboration $7/user/month 30 GB per user\\nMicrosoft OneDrive Microsoft Integration $5/user/month 1 TB per user\\nDropbox Business File Synchronization $15/user/month 5 TB for team\\nBox Enterprise Security $15/user/month Unlimited\\nSync.com Privacy $6/user/month 1 TB\\nAmazon Web Services (AWS) Scalability $0.023 per GB/month 5 GB free tier\\nEgnyte Hybrid Deployment $22/user/month 5 TB\\nCarbonite Automated Backup $24/month 250 GB\\nSpiderOak Zero-Knowledge Encryption $6/month 150 GB\\nIDrive Small Business Value Free 10GB\\n\\n1. Google Workspace – Best for Collaboration\\n\\nGoogle Workspace remains a popular cloud-based suite of productivity and collaboration tools for businesses. All Workspace plans include Gmail, Calendar, Meet, Chat, Slides and more. As of 2025, options include:\\n\\nPlan Cost Features\\nBusiness Starter $8.40 per user, per month ($7 per user, per month when billed annually) Includes 30GB of storage per user, secure business email, Gemini AI integration and 100-participant video meetings.\\nBusiness Standard $16.80 per user, per month ($14 per user, per month when billed annually) Includes all Business Starter features plus 2TB of pooled storage per user, 150-participant video meetings with recording capabilities, and advanced appointment scheduling.\\nBusiness Plus $26.40 per user, per month ($22 per user, per month when billed annually) Includes all lower-tier features, plus 5TB of pooled user storage, 500-participant video meetings, enhanced security controls and eDiscovery capabilities.\\nEnterprise Custom Pricing Includes all lower-tier features, plus 1,000-participant video meetings and enhanced support.\\n\\nYou can try Google Workspace for free for 14 days to get a feel for the platform.\\n\\n2. Microsoft OneDrive – Best for Microsoft Integration\\n\\nMicrosoft OneDrive is a multifaceted cloud service that allows users to store, access and share files and is excellent for improving productivity. Similar to Google Workspace’s Google app integrations, OneDrive has unique integrations with many Microsoft 365 tools. Its 2025 business cloud storage plans include:\\n\\nPlan Cost Features\\nPlan 1 $5 per user, per month Includes 1TB of cloud storage per user with advanced sharing controls\\nMicrosoft 365 Business Standard (No Teams) $10.25 per user, per month Identity and access management for up to 300 users; desktop, web, and mobile versions of Word, Excel, PowerPoint, Outlook, and other apps; custom business email; chat, call, meet, and host webinars; 1 TB of cloud storage per user; 10+ additional apps (including Microsoft Loop, Clipchamp, Bookings, Planner, and Forms)\\nMicrosoft 365 Business Standard $12.50 per user, per month Everything in No Teams plan, plus Microsoft Teams\\n\\n3. Dropbox Business – Best for File Synchronization\\n\\nDropbox for Business is considered among the best document management software around, allowing for automatic document syncing for all team members and their devices. Updated 2025 pricing includes:\\n\\nPlan Cost Features\\nStandard $15 per user, per month 3+ users; 5 TB of storage for the team; stay connected across all devices; 180 days to restore deleted files; transfer files up to 100 GB; edit PDFs and get signatures; brand your files to share; password protect files; get team folders for organization; manage team sharing; create groups and roles; admin control\\nProfessional $16.58 per month 1 user; 3 TB of storage; stay connected across all devices; 180 days to restore deleted files; transfer files up to 100GB; edit PDFs and get signatures; brand your files to share; password protect files\\nAdvanced $24 per user, per month 3+ users; starts at 15 TB for the team; stay connected across all devices; 1 year to restore deleted files; transfer files up to 100 GB; edit PDFs and get signatures; brand your files to share; password protect files; get team folders for organization; manage team sharing; create groups and roles; tiered-admin management; end-to-end encryption; advanced key management; compliance tracking; single sign-on\\nEnterprise Custom Pricing Customize number of users; customize storage; transfer up to 250 GB; enterprise-grade security; integrations with best in-class security solutions; live support from dedicated experts\\n\\n4. Box – Best for Enterprise Security\\n\\nBox is a secure cloud storage provider that offers a centralized platform for storage, file-sharing, syncing and more for individuals, teams and businesses. Its 2025 business offerings include (all require a three-user minimum):\\n\\nPlan Cost Features\\nBusiness $15 per user, per month Unlimited storage; upload files up to 5GB; Box AI Q&A: single doc/image; Box AI content generation; secure sharing, unlimited Notes, whiteboarding and e-signatures; built-in content security and permissions with SOC 1/SOC 2/SOC 3 compliance; 1,500+ integrations like Microsoft Office, Copilot, Salesforce, Google Workspace, Slack, and more; 50K API calls per month; standard support available\\nBusiness Plus $25 per user, per month Unlimited storage; upload files up to 15GB; Box AI Q&A: single doc/image; Box AI content generation; secure sharing, unlimited Notes, whiteboarding and e-signatures; built-in content security and permissions with SOC 1/SOC 2/SOC 3 compliance; 1,500+ integrations like Microsoft Office, Copilot, Salesforce, Google Workspace, Slack, and more; 50K API calls per month; unlimited external collaborators; standard support available\\nEnterprise $35 per user, per month Unlimited storage; upload files up to 50GB; Box AI Q&A: single doc/image; Box AI content generation; content portals with Box Hubs; secure sharing, unlimited Notes, whiteboarding and e-signatures; more compliance standards with SOC 1/SOC 2/SOC 3, HIPAA, FedRAMP; 1,500+ integrations like Microsoft Office, Copilot, Salesforce, Google Workspace, Slack, and more; 100K API calls per month; advanced workflow capabilities; unlimited external collaborators; standard support available\\nEnterprise Plus $50 per user, per month Unlimited storage; upload files up to 150GB; unlimited Box AI Q&A: multiple docs/images, using advanced models; Box AI content generation, using advanced models; AI-powered content portals with intelligent Hubs; secure sharing, unlimited Notes, whiteboarding and e-signatures; more compliance standards with SOC 1/SOC 2/SOC 3, HIPAA, FedRAMP; 1,500+ integrations like Microsoft Office, Copilot, Salesforce, Google Workspace, Slack, and more; 100K API calls per month; advanced workflow capabilities; automated controls protecting against threats and data leaks; unlimited external collaborators; enhanced support services 24 hour coverage\\n\\n5. Sync.com – Best for Privacy\\n\\nSync.com has emerged as a leading choice for businesses prioritizing data privacy, offering end-to-end encryption and zero-knowledge architecture. Based in Canada, it complies with strict privacy laws and doesn’t scan or access user files. Business plans for 2025 include:\\n\\nPlan Cost Features\\nTeams Standard $6 per user, per month 1 TB storage; administrator account\\nTeams Unlimited $15 per user, per month Unlimited storage; custom branding; phone support; admin delegation\\nEnterprise Custom Pricing Minimum 100 users; custom requirements; account manager; training options\\n\\n6. Amazon Web Services (AWS) – Best for Scalability\\n\\nAmazon Web Services (AWS) is a cloud platform that provides a broad set of cloud-based services, including storage, analytics, databases and machine learning, to consumers and businesses. Its cloud storage offerings are particularly attractive to businesses and organizations that need secure, affordable data storage.\\n\\nAWS’s primary storage service, Amazon S3, offers a pay-as-you-go model starting at $0.023 per GB for the first 50TB per month. The service includes a 12-month free tier with 5GB of standard storage.\\n\\n7. Egnyte – Best for Hybrid Deployment\\n\\nEgnyte specializes in hybrid cloud storage solutions, allowing businesses to keep sensitive data on-premises while leveraging cloud benefits for collaboration. 2025 pricing includes:\\n\\nPlan Cost Features\\nBusiness $22 per user, per month Single document AI Q&A; secure collaboration; discretionary permissions; Google Workspace integration; M365 co-editing (online and desktop)\\nEnterprise Lite $38 per user, per month Everything in Business, plus ransomware detection (artifact-based); suspicious login detection; content lifecycle management; advanced workflows\\nElite $46 per user, per month Everything in Enterprise Lite, plus AI Copilot, AI Search, AI Workflow; PDF markup; e-signature; dynamic watermarking\\nUltimate Custom Pricing Everything in Elite, plus document type classification; sensitive data classification; snapshot and recovery; ransomware detection (behavioral-based); DLP/Preventive control integration\\n\\n8. Carbonite – Best for Automated Backup\\n\\nCarbonite is a cloud backup service with options for individuals and businesses with excellent security, support and privacy. While primarily focused on backup rather than active file sharing, its 2025 business solutions include:\\n\\nPlan Cost Features\\nCore $24 per month 250 GB storage; up to 25 computers, external drives and NAS; 128-bit encryption; Create and manage policies by group, role, device or any other criteria you choose; recover uninfected files within 2 weeks of a virus or malware event\\nPower $50 per month 500 GB storage; 1 server + up to 25 computers; 128- or 256-bit encryption; Create and manage policies by group, role, device or any other criteria you choose; recover uninfected files within 2 weeks of a virus or malware event; backup system files\\nUltimate $83.33 per month 500 GB storage; unlimited servers + 25 computers; 128- or 256-bit encryption; Create and manage policies by group, role, device or any other criteria you choose; recover uninfected files within 2 weeks of a virus or malware event; backup system files\\n\\nAdditional storage is available on each plan for $99 per 100GB increments.\\n\\n9. SpiderOak – Best for Zero-Knowledge Encryption\\n\\nSpiderOak is a unique cloud hosting service that emphasizes secure data backup, encryption, privacy and user controls. Its 2025 offerings include:\\n150 GB: $6 per month ($69 per year, when billed annually)\\n400 GB: $11 per month ($115 per year, when billed annually)\\n2 TB: $14 per month ($149 per year, when billed annually)\\n5 TB: $29 per month ($320 per year, when billed annually)\\n\\nAll plans support unlimited devices, end-to-end (E2E) encryption and a “point in time” data recovery feature.\\n\\n10. IDrive – Best for Small Business Value\\n\\nIDrive has gained popularity among small businesses for its competitive pricing and comprehensive features. The service offers both backup and sync capabilities with 2025 plans including:\\n\\nPlan Cost Features\\nBasic Free 10 GB storage\\nIDrive Mini Starts at $2.95 per year One user; storage ranges from 100 GB to 500 GB\\nIDrive Personal Starts at $99.50 per year ($69.65 for first year) One user, multiple devices; storage ranges from 5 TB to 100 TB\\nIDrive Team Starts at $99.50 per year ($69.65 for first year) Ranges from five computers, five users to 500 computers, 500 users; storage ranges from 5 TB to 500 TB\\nIDrive Business Starts at $99.50 per year ($69.65 for first year) Unlimited users, multiple computers and servers; storage ranges from 250 GB to 50 TB\\n\\nIDrive offers add-on services, including:\\nServer Backup: $5 per month, per server\\nCloud Applications Backup: $20 per seat, per year\\nGoogle Workspace Backup: $20 per seat, per year\\n\\nHow to choose the right cloud storage solution for your company\\n\\nSelecting the optimal cloud storage service for your business requires careful evaluation of multiple factors aligned with your specific needs and constraints. Consider these key decision criteria:\\n\\nBudget considerations\\n\\nEvaluate total cost of ownership beyond monthly fees. Factor in costs for user licenses, storage overages, API calls and premium features. Small businesses with fewer than 10 employees typically spend $50 to $200 monthly on cloud storage, while medium businesses (10-50 employees) average $500 to $2,000 monthly.\\n\\nSecurity requirements\\n\\nAssess your industry’s regulatory requirements and data sensitivity levels. Healthcare organizations must ensure HIPAA compliance, while financial services need SOC 2 certification. Look for providers offering:\\n256-bit AES encryption at rest and in transit\\nMulti-factor authentication (MFA) and single sign-on (SSO) options\\nGranular permission controls and audit logs\\nData residency options for compliance with local regulations\\n\\nScalability and performance\\n\\nChoose providers that can grow with your business. Consider upload/download speeds, file size limits and concurrent user capabilities. Businesses expecting 50% or greater annual growth should prioritize providers with elastic scaling and no migration fees.\\n\\nIntegration capabilities\\n\\nEnsure compatibility with your existing technology stack. Priority integrations typically include:\\nProductivity suites (Microsoft 365, Google Workspace)\\nCommunication platforms (Slack, Microsoft Teams, Zoom)\\nProject management tools (Asana, Monday.com, Trello)\\nCRM and ERP systems (Salesforce, HubSpot, NetSuite)\\n\\nRecommendations by business size\\nSolopreneurs and Freelancers (1-2 users): Google Workspace Business Starter or Microsoft OneDrive for Business offer affordable entry points with robust features and familiar interfaces.\\nSmall Businesses (3-25 employees): Dropbox Business or Sync.com Teams provide excellent collaboration features with straightforward pricing and minimal IT overhead.\\nMedium Businesses (26-100 employees): Box Business Plus or Microsoft 365 Business Standard deliver enterprise-grade features with reasonable costs and strong security controls.\\nLarge Businesses (100+ employees): AWS S3, Box Enterprise or Egnyte Enterprise offer customizable solutions with advanced security, compliance and integration options.\\n\\nTip\\n\\nStart with a free trial or pilot program with five to 10 users before committing to a company-wide deployment. This allows you to test performance, user adoption and integration capabilities without significant investment.\\n\\nCloud storage security and compliance considerations\\n\\nProtecting your business’s sensitive information is a top priority for all business owners. Data breaches and outages that result in data loss can be devastating to operations and consumer trust.\\n\\nEncryption standards\\n\\nModern cloud storage providers employ multiple layers of encryption to protect data. Industry-standard 256-bit AES encryption secures data at rest, while TLS 1.3 protocols protect data in transit. Leading providers like Box and Sync.com offer zero-knowledge encryption, ensuring even the provider cannot access your files.\\n\\nAccess control and authentication\\n\\nImplement robust access controls to prevent unauthorized data access:\\nMulti-factor authentication (MFA): Requires users to verify identity through multiple methods, reducing breach risk significantly.\\nRole-based access control (RBAC): Assigns permissions based on job functions, limiting data exposure.\\nIP whitelisting: Restricts access to approved network locations.\\nDevice trust verification: Ensures only authorized devices can access corporate data.\\n\\nRegulatory compliance\\n\\nDifferent industries face varying compliance requirements for data storage and handling:\\nGDPR Compliance: European data protection regulations require explicit consent for data processing, right to deletion and data portability. Providers must offer data residency options within the EU and maintain detailed processing records.\\nHIPAA Compliance: Healthcare organizations must ensure providers sign Business Associate Agreements (BAAs) and maintain audit trails for all data access. Only providers with HIPAA-compliant infrastructure should handle protected health information.\\nSOC 2 Type II Certification: Validates a provider’s security controls through independent audits, essential for businesses handling sensitive financial or customer data.\\n\\nVendor security assessment\\n\\nBefore selecting a provider, conduct thorough security evaluations:\\nReview third-party security audits and certifications\\nUnderstand data breach notification procedures and timelines\\nVerify backup and disaster recovery capabilities\\nAssess the provider’s financial stability and track record\\n\\nDid You Know?\\n\\nAccording to the 2024 FBI Internet Crime Report, businesses lost $16.6 billion to cybercrime. Proper security configuration can prevent many of these breaches.\\n\\nCloud storage trends for 2025 and beyond\\n\\nThe cloud storage industry continues to evolve rapidly, with emerging technologies and changing business needs driving innovation. Here are the key trends shaping the future of business cloud solutions:\\n\\nAI-powered storage management\\n\\nArtificial intelligence is revolutionizing how businesses manage and utilize cloud storage. AI-driven features now include intelligent file organization, automated tagging and content discovery. Microsoft’s Copilot integration in OneDrive can automatically summarize documents and extract key insights, while Google’s Gemini AI helps identify duplicate files and suggests optimal storage strategies, potentially reducing storage costs.\\n\\nHybrid and multi-cloud strategies\\n\\nOrganizations increasingly adopt hybrid cloud architectures, combining on-premises infrastructure with public cloud services. According to 2024 Flexera research, 89% of enterprises now use multi-cloud strategies to avoid vendor lock-in and optimize costs. This approach allows businesses to keep sensitive data on-premises while leveraging cloud scalability for less critical workloads.\\n\\nEdge computing integration\\n\\nEdge storage solutions are emerging to support IoT devices and reduce latency for distributed workforces. Providers like AWS and Microsoft Azure now offer edge storage options that synchronize with central cloud repositories, enabling faster local access while maintaining centralized management.\\n\\nData sovereignty and localization\\n\\nGrowing regulatory requirements drive demand for data residency controls. Countries increasingly mandate that citizen data remain within national borders, prompting providers to expand regional data center presence. Businesses must now consider data sovereignty when selecting providers, particularly for international operations.\\n\\nQuantum-resistant security\\n\\nWith quantum computing advancing, cloud providers are implementing quantum-resistant encryption algorithms. NIST’s post-quantum cryptography standards, finalized in 2024, are being integrated into cloud storage platforms to future-proof data security against emerging threats.\\n\\nFAQs on Business Cloud Storage\\n\\nCloud storage provides active file storage and sharing capabilities for daily business operations, allowing multiple users to access and collaborate on files in real-time. Cloud backup, conversely, creates automated copies of your data specifically for disaster recovery purposes. While cloud storage replaces traditional file servers, cloud backup complements existing infrastructure by providing redundant data protection. Many businesses use both: cloud storage for active work and cloud backup for archival and recovery needs.\\n\\nBusiness cloud storage from reputable providers typically offers enterprise-grade security that exceeds what most small and medium businesses can implement independently. Leading providers employ 256-bit AES encryption, maintain SOC 2 Type II certifications and undergo regular third-party security audits.\\n\\nSmall businesses typically spend between $50 to $500 monthly on cloud storage, depending on user count and storage needs. Businesses with five to 10 employees average $15 to $25 per user monthly for comprehensive cloud storage solutions including collaboration tools. Entry-level plans start around $5 to $7 per user monthly for basic storage, while advanced features like unlimited storage, enhanced security and priority support can increase costs to $30 to $50 per user monthly. Most providers offer volume discounts for annual commitments, typically saving 15% to 20% compared to monthly billing.\\n\\nYes, modern cloud storage services offer extensive integration capabilities with CRM and ERP systems. Major platforms like Salesforce, HubSpot, Microsoft Dynamics and NetSuite provide native integrations with leading cloud storage providers. These integrations enable automatic document attachment to customer records, synchronized file sharing across departments and unified data management. APIs and middleware solutions like Zapier or Microsoft Power Automate further extend integration possibilities, allowing businesses to create custom workflows between their cloud storage and business applications. When evaluating providers, verify specific integration compatibility and whether additional costs apply for API usage or premium connectors.\\n\\nDid you find this content helpful?\\n\\nThank you for your feedback!\\n\\nWritten by: Sean Peek, Senior Analyst\\n\\nSean Peek co-founded and self-funded a small business that's grown to include more than a dozen dedicated team members. Over the years, he's become adept at navigating the intricacies of bootstrapping a new business, overseeing day-to-day operations, utilizing process automation to increase efficiencies and cut costs, and leading a small workforce. This journey has afforded him a profound understanding of the B2B landscape and the critical challenges business owners face as they start and grow their enterprises today.\\n\\nAt business.com, Peek covers technology solutions like document management, POS systems and email marketing services, along with topics like management theories and company culture.\\n\\nIn addition to running his own business, Peek shares his firsthand experiences and vast knowledge to support fellow entrepreneurs, offering guidance on everything from business software to marketing strategies to HR management. In fact, his expertise has been featured in Entrepreneur, Inc. and Forbes and with the U.S. Chamber of Commerce.\", \"url\": \"https://www.business.com/articles/top-10-cloud-storage-services-for-business/\", \"with\": [\"With cloud storage services, businesses no longer have to budget for server room\", \"Box is a secure cloud storage provider that offers a centralized platform for st\", \"Granular permission controls and audit logs\", \"At business.com, Peek covers technology solutions like document management, POS \"], \"without\": [\"Privacy Policy\", \"Terms of Use\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4976", "input": "https://www.cloudtech.com/resources/cloud-services-guide-small-businesses", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4976\", \"ground_truth_path\": \"source/test/ground-truth/4976.json\", \"ground_truth_sha256\": \"78225adde175caa49cfd331b04fcfd06cdd4e8d39acce8f0575dcd10e0c37c57\", \"html_path\": \"source/test/html/4976.html.gz\", \"html_sha256\": \"03f59c219c9a9a9191c456111d7fe78e07e95aaf89b98afbeeb41b37bb1bbe8f\", \"page_type\": \"article\", \"reference\": \"Modernize your cloud. Maximize business impact.\\n\\nCloud services for small businesses are no longer just optional but necessary for staying competitive. A recent survey found that 94% of businesses say cloud computing has improved their ability to scale and boost productivity.\\n\\nFor small and medium-sized businesses (SMBs), cloud solutions provide the flexibility to grow without the heavy costs and complexity of traditional IT systems.\\n\\nBy adopting cloud services, SMBs can improve security, enhance collaboration, and scale operations more easily. This guide will explore the different types of cloud services, the key benefits for SMBs, and practical tips for implementation.\\n\\nWhat are cloud services?\\n\\nCloud services refer to computing resources and software hosted online and accessed over the internet, rather than stored on physical hardware within a business. These services include storage, processing power, and applications that allow businesses to scale quickly and efficiently without investing in expensive infrastructure.\\n\\nBusinesses can manage everything from data storage to software solutions through cloud services instead of maintaining in-house IT systems.\\n\\nTypes of cloud services for small businesses\\n\\nThere are three main types of cloud services: Public, private, and hybrid clouds. Each has its own advantages depending on business needs, ranging from cost-effectiveness to security.\\n\\n1. Public cloud: Sharing platform and cost benefits\\n\\nThe public cloud is a shared platform where third-party providers like AWS, Microsoft Azure, or Google Cloud provide resources over the internet. It is cost-effective because businesses only pay for what they use and don’t need to invest in expensive hardware.\\n\\nThis model is ideal for businesses looking for scalable resources without the overhead. For example, a company might use the public cloud to host websites or store customer data.\\n\\n2. Private cloud: Control and security compliance\\n\\nA private cloud provides a dedicated environment for a business, offering greater control over performance and configuration. This solution allows businesses to customize their cloud infrastructure to meet specific needs, whether it's handling sensitive data or optimizing performance for particular tasks.\\n\\nFor example, businesses in industries with unique infrastructure requirements may opt for a private cloud to maintain a more tailored setup for their operations. While it provides greater control, the private cloud is one of many cloud options businesses can consider based on their requirements for flexibility, security, and scalability.\\n\\n3. Hybrid cloud: Combination of public and private resources\\n\\nA hybrid cloud combines both public and private cloud services, giving businesses the best of both worlds. They can store sensitive data on a private cloud while using public cloud resources for less critical tasks. This setup provides flexibility, security, and scalability.\\n\\nFor example, an SMB might use a hybrid model to store healthcare or patient data on a private cloud while running customer-facing applications on the public cloud.\\n\\nEach cloud type offers unique benefits, allowing businesses to select the one that best suits their needs for scalability, security, and cost management.\\n\\nHow do cloud services work?\\n\\nCloud services operate through multiple technologies and principles that make them flexible, scalable, and efficient for businesses. Here’s a simplified breakdown:\\n\\nRemote servers: Cloud services run on powerful remote servers located in data centers. These servers handle all the heavy lifting, processing, storing, and managing data.\\n\\nInternet access: Users connect to these servers via the internet, accessing business applications and files without requiring physical hardware.\\n\\nResource allocation: Cloud providers dynamically allocate resources such as storage and computing power based on user demand.\\n\\nData security and management: Cloud providers manage security, backups, and updates to protect data and maintain system stability, while customers share responsibility for secure usage.\\n\\nCloud services come in different models, like the infrastructure as a Service (IaaS), Platform as a Service (PaaS), and Software as a Service (SaaS), giving SMBs flexibility in how much they manage.\\n\\nFor example, IaaS like Amazon EC2 provides raw computing resources, PaaS such as AWS Elastic Beanstalk offers managed development environments, and SaaS delivers ready-to-use applications, helping SMBs reduce IT overhead.\\n\\nAWS operates multiple data centers grouped into regions and availability zones, which ensures fault tolerance and low latency. This geographic distribution helps SMBs maintain business continuity and quickly recover from outages.\\n\\nAdditionally, features like auto-scaling automatically adjust compute capacity in response to real-time demand, effectively balancing cost and performance.\\n\\nPlus, its elasticity allows businesses to scale resources up or down based on demand, while giving comprehensive control over infrastructure with advanced management and security tools. It's designed for businesses that need more flexibility and specialized services to run complex operations smoothly.\\n\\nIt’s also important for SMBs to understand the shared responsibility model. While AWS secures the physical infrastructure and network, businesses are responsible for managing their data, access controls, and application security. To keep cloud spending under control, AWS offers tools like AWS Cost Explorer, AWS Budgets, and Amazon EC2 Reserved Instances, empowering SMBs to optimize costs as they scale.\\n\\nCloudtech, an AWS partner, helps SMBs modernize their IT environments. By helping organizations optimize cloud infrastructure and adopt scalable, secure AWS services, Cloudtech ensures ongoing performance, governance, and efficiency aligned with business growth.\\n\\nTop 5 cloud storage solutions for small businesses\\n\\nChoosing the right cloud storage solution is key to keeping data secure, accessible, and organized. Whether a business is growing its team or handling sensitive information, the right platform can simplify operations and help the business scale smoothly. Here are some top-rated options to consider in 2025:\\n\\n1. Amazon Web Services (AWS)\\n\\nAWS is a solid choice for flexibility and reliability. With services like Amazon S3 and Amazon Elastic Block Store (EBS), businesses can store everything safely and at scale. Additionally, AWS offers a range of other services, including Amazon EC2, Amazon RDS, AWS Lambda, Amazon CloudFront, Amazon VPC, and AWS IAM.\\n\\nCloudtech helps businesses use these AWS solutions to scale operations securely and efficiently.\\n\\nKey features:\\n\\nPay only for the storage used\\n\\nStrong encryption and compliance certifications\\n\\nSeamless integration with other AWS tools\\n\\nGlobal infrastructure for fast access and backups\\n\\nAWS works well for businesses planning to scale and requiring full control over how they manage their data.\\n\\n2. Microsoft Azure\\n\\nAzure is Microsoft’s cloud platform, providing businesses with integrated solutions for data storage, analytics, and machine learning. It offers hybrid cloud capabilities and seamless integration with Microsoft’s enterprise tools like Office 365 and Windows Server. Azure is known for its advanced security and compliance features, making it a reliable choice for enterprise-level businesses.\\n\\nKey features:\\n\\nHybrid cloud capabilities to integrate on-premises systems with cloud\\n\\nAdvanced security features, including multi-factor authentication and encryption\\n\\nScalable storage with low-latency global data centers\\n\\nExtensive analytics and machine learning tools for data-driven insights\\n\\nBusinesses are looking for an enterprise-level solution that integrates seamlessly with Microsoft tools and provides a high degree of flexibility for various workloads.\\n\\n3. Google Workspace (Google Drive)\\n\\nGoogle Workspace offers secure cloud storage with seamless collaboration, perfect for SMBs focused on teamwork and productivity. Its integration with Google Docs, Sheets, and Slides facilitates real-time editing and sharing.\\nKey features:\\n\\nReal-time collaboration and file sharing\\n\\nAdvanced search powered by AI\\n\\nRobust security controls and compliance certifications\\n\\nEasy integration with numerous third-party apps\\n\\n4. Dropbox Business\\n\\nDropbox Business is a trusted cloud storage service offering flexible sharing and collaboration tools suited for SMBs. It features smart sync to save local disk space and advanced admin controls for security.\\nKey features:\\n\\nGranular permissions and version history\\n\\nSeamless integration with Microsoft 365 and Slack\\n\\nStrong encryption and compliance support\\n\\nSmart sync for efficient file access\\n\\n5. IBM Cloud Object Storage\\n\\nIBM Cloud Object Storage is a scalable and secure cloud storage solution designed to meet the growing needs of SMBs. It offers robust data protection and compliance features, making it suitable for businesses requiring reliable and cost-effective storage.\\nKey features:\\n\\nFlexible scalability with multi-cloud support\\n\\nEnterprise-grade encryption and compliance certifications (HIPAA, GDPR, SOC 2)\\n\\nGlobal data center presence for fast, reliable access\\n\\nIntegration with various backup, analytics, and AI tools for enhanced data management\\n\\nBusinesses that deal with sensitive data require a secure, compliant, and user-friendly cloud storage solution.\\n\\nThese cloud services offer real value depending on specific business needs, security, collaboration, media storage, or backup. Businesses should take a moment to think about what matters most and choose the solution that best supports their way of working.\\n\\nSteps to successfully implement cloud services\\n\\nMoving to the cloud doesn’t have to be complicated. With the right steps, businesses can shift their systems smoothly, avoid disruptions, and get their teams fully onboard. Here’s how to get started:\\n\\nStep 1: Identify the needs\\n\\nStart by reviewing current tools and workflows. Pinpoint areas where time, money, or efficiency are being lost; these are the areas where cloud services can have the most significant impact.\\n\\nStep 2: Select a cloud provider\\n\\nChoose a provider that aligns with business goals and technical requirements. Amazon Web Services (AWS) offers scalable, secure, and cost-friendly solutions for small businesses, making it a solid choice for businesses looking to scale efficiently.\\n\\nStep 3: Set up and migrate\\n\\nOnce a provider is chosen, set up the cloud environment and plan the migration. Files, apps, and systems should be moved gradually to avoid downtime. Testing each part ensures everything works smoothly before the full migration is complete.\\n\\nStep 4: Train the team\\n\\nCloud tools are only as effective as the team's ability to use them. Training should be provided to ensure that everyone knows how to access files, use new apps, and follow security protocols.\\n\\nStep 5: Keep it smooth and simple\\n\\nUse checklists, assign responsibilities, and communicate clearly throughout the process. Starting with one department or system first can help ease the transition and build confidence before scaling up.\\n\\nConsiderations for choosing a cloud service\\n\\nWhen choosing a cloud service for a business, it’s easy to get caught up in features and pricing. However, what truly matters is how well the service supports business goals, both now and as the business grows. A strong cloud platform should align with five core principles that ensure stability, security, and long-term value. These pillars should guide the decision-making process to find the right fit for a business.\\n\\nOperational excellence: A platform should help run day-to-day operations smoothly and adapt quickly when changes occur. Businesses should look for tools that support automation, monitoring, and quick recovery from errors to improve how operations are managed.\\n\\nSecurity: Protecting data is non-negotiable. The right provider will offer strong encryption, access controls, and compliance with standards like HIPAA or GDPR. If a business handles sensitive data, built-in security features should be a top priority.\\n\\nReliability: The cloud service should remain operational even during demand spikes or unexpected issues. Providers with a track record of uptime, automatic backups, and clear guarantees around service availability should be prioritized.\\n\\nPerformance efficiency: As businesses grow, their technology should keep pace. A cloud platform that offers scalable resources is essential, whether the business is expanding its team, launching new products, or managing increased traffic.\\n\\nCost optimization: A good cloud solution helps businesses control spending. Clear pricing, usage tracking, and the ability to scale up or down without locking into long-term costs should be key considerations. Businesses should only pay for what they use when they use it.\\n\\nA platform should help run day-to-day operations smoothly and quickly adapt to changes. Businesses should look for tools that support automation, monitoring, and quick recovery from errors to improve how operations are managed.\\n\\nFor example, services like AWS CloudFormation enable SMBs to automate the provisioning and management of cloud resources through code, ensuring consistent and repeatable infrastructure deployments. Additionally, AWS Config helps monitor and evaluate resource configurations continuously, alerting teams to deviations from best practices or compliance requirements, which supports proactive governance and operational resilience.\\n\\nBenefits & challenges of cloud services\\n\\nHere’s a quick overview of the benefits and potential challenges SMBs face when using cloud services:\\n\\nBenefits Challenges\\nCost savings: Pay only for what is used, avoiding upfront hardware investments. Data security concerns: Trusting third-party providers with sensitive information.\\nScalability: Easily adjust resources to meet growing demands. Cost management: Watch out for unexpected pricing changes if usage spikes.\\nSecurity: Built-in encryption and compliance features protect data. Integration issues: Ensure smooth integration with existing tools.\\nCollaboration: Enable real-time collaboration and remote work. Downtime & service outages: Consider backup plans and choose providers with a good uptime track record.\\nFlexibility: Access data from anywhere with an internet connection. Vendor lock-in: Avoid becoming dependent on a specific provider's infrastructure, making it difficult to switch vendors without incurring significant costs or disruptions.\\n\\nConclusion\\n\\nCloud services for small businesses offer tools to work smarter, scale faster, and stay secure without the high costs of traditional IT. From storage and collaboration to security and performance, the right solution can streamline operations and support long-term growth.\\n\\nIf a business hasn't made the shift yet, SMBs can evaluate their current technology stack to identify areas where AWS services may support more efficient operations and future scalability. Whether better data protection, easier access for remote teams, or room to grow is needed, cloud services can provide the competitive edge.\\n\\nFor businesses looking to modernize their AWS environment, Cloudtech provides expert support in optimizing infrastructure, aligning with AWS best practices, and improving long-term cloud performance.\\n\\nFAQs\\n\\n1. Which cloud is better for small businesses?\\nThe best cloud for small businesses depends on their specific needs. Amazon Web Services (AWS) offers scalability and reliability, making it ideal for growing businesses. Microsoft Azure integrates well with existing Microsoft products, while Google Cloud is great for collaboration. If security and simplicity are a priority, Box and Carbonite are also excellent choices for secure file storage and backup solutions.\\n\\n2. How much do cloud services cost for a small business?\\nCloud costs vary by service provider and resources provisioned. On average, small businesses can expect to pay anywhere from $20 to $500 per month, depending on compute, storage, and other services needed. For basic storage and compute services, AWS offers affordable pricing options. It's crucial to choose a plan that fits the usage to avoid unnecessary expenses.\\n\\n3. Is the cloud good for small businesses?\\nYes, cloud services are excellent for small businesses. They offer cost-effective solutions, allowing businesses to scale up or down based on needs, without the heavy costs of traditional IT infrastructure. Cloud services also improve security, enhance collaboration, and provide remote access, making them ideal for modern business needs.\\n\\nWith AWS, we’ve reduced our root cause analysis time by 80%, allowing us to focus on building better features instead of being bogged down by system failures.\\n\\nAshtutosh Yadav\\n\\nSr. Data Architect\\n\\nGet started on your cloud modernization journey today!\\n\\nLet Cloudtech build a modern AWS infrastructure that’s right for your business.\", \"url\": \"https://www.cloudtech.com/resources/cloud-services-guide-small-businesses\", \"with\": [\"Modernize your cloud. Maximize business impact.\", \"Cloudtech, an AWS partner, helps SMBs modernize their IT environments. By helpin\", \"Choose a provider that aligns with business goals and technical requirements. Am\", \"Get started on your cloud modernization journey today!\"], \"without\": [\"Privacy Policy\", \"Copyright\", \"AWS for SMB\", \"Case Studies\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4978", "input": "https://www.cohesity.com/glossary/enterprise-cloud-storage/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4978\", \"ground_truth_path\": \"source/test/ground-truth/4978.json\", \"ground_truth_sha256\": \"73abc8e7d47a3927ea8c1a962f143aeee2ca8e1f04d64c24cd374e239056b8c9\", \"html_path\": \"source/test/html/4978.html.gz\", \"html_sha256\": \"a4d4acb144a46bf83820361f3455929539b3b27c7cecd26232541985a0b78a26\", \"page_type\": \"article\", \"reference\": \"Cloud storage is becoming quite popular because it’s a powerful tool that allows businesses to meet their computing and storage needs while keeping business and customer data safe. For companies looking to get in on the online storage bandwagon, this enterprise cloud storage guide will help them decide on the best storage option for them. It also discusses online storage, how it works, how safe it is, the different types of cloud storage for enterprise options available, and the advantages and disadvantages.\\n\\nWhat is Cloud Storage?\\n\\nIt refers to file storage online. Instead of using local storage options (think flash drive, hard disk, or external hard disk) to store your files, you save them online. This cloud computing model allows the storage of data on remote servers and accesses them over the Internet (cloud). It is managed, maintained, and operated by a service provider on storage servers built on virtualization techniques.\\n\\nThe primary premise of the online storage service is user convenience. In today’s dynamic business world, your customers and employees need instant access to information and data. Ergo, online storage bridges this gap, allowing you to access a file or app on your device (PC, tablet, phone or desktop). It also offers you enhanced performance, extra storage space and a secure platform to store a vital file, app or data log if you do not wish to use your on-premises storage.\\n\\nHow Does Cloud Storage Work?\\n\\nThere are numerous different online storage systems in existence. Some have a specific focus, such as storing digital pictures or web email messages, while others store various forms of digital data. Some systems are small operations that use only one data server, while others (enterprise storage solutions) are so large that their physical equipment fills up a warehouse.\\n\\nAn online storage system only needs one data server that is connected to the Internet to work. Here, you (the client) send a copy of your file to the data center over the Internet, which then records the information. When you wish to retrieve the file, you can access the data server via a web-based interface. The server then allows you access to the file or sends it back to you.\\n\\nCloud-based storage systems usually rely on many data servers because, since computers occasionally require repair or maintenance, it is essential to back up the data on multiple machines running on different power supplies. Without this redundancy, the online storage systems could not ensure clients instant access to their data at any given time.\\n\\nEnterprise cloud storage and backup is essential to your business because it allows you to recover your information if something happens to your on-premises data storage.\\n\\nReputable online storage services protect your data behind encryption and require a password to gain access. Other times, your file can be stored behind multiple-factor authentication that requires a password plus another code generated independently upon the login request to gain access.\\n\\nThere are different methods of uploading a file or app to your online account. Some online storage services support in-browser uploads only, which means that you have to log in to the service’s website to upload data. Others provide you with a desktop app that makes it easier to drag-and-drop a file into the service’s dedicated folder.\\n\\nOnce your files and data are stored online, the features you receive include the ability to: access a file or app from your mobile device, stream music and videos, share files with others via a special link, encrypt your files to prevent others from accessing them, download files back to your computer, delete files to free up space and more.\\n\\nWhat is the Best Enterprise Cloud Storage Service?\\n\\nWith the multitude of Enterprise Cloud Service Providers (CSPs) in the market, you need to be wise about choosing a provider who will offer you the maximum amount of bandwidth and low-cost storage while keeping your data safe. While there are several reliable public CSPs in the market, you need to select the best option that meets all your enterprise data storage needs.\\n\\nMany companies are turning to a hybrid type of cloud computing and storage or integrated information-management platforms. The hybrid model combines the advantages of both public and private cloud infrastructure to come up with better flexibility and security at a lower cost. This model bridges the gap between the low-security public cloud and the high-security private cloud. You should note that an arbitrary server that is connected to a public CSP is not a hybrid network. To be considered a hybrid, the private cloud infrastructure must run on a cloud service.\\n\\nThe best online enterprise cloud storage system must do the following:\\n\\nImprove resource utilization\\nLower IT-related capital and operational expenses\\nIntroduce quick and flexible functionality\\nStrengthen disaster recovery capabilities\\nIncrease the response and delivery speed of IT resources to end users\\nEnable balancing of cost, scaling and isolation requirements\\nHelp enterprises build an exit strategy\\nDrive innovation and help build a future-proof business\\nOffer better network optimization by shifting the heavy lifting to in-house servers, therefore improving connection reliability by leveraging the CSP’s network investment.\\n\\nLearn more about Cloud Providers, including AWS, Google Cloud, Azure, and IBM.\\n\\nHow Safe is Enterprise Cloud Storage?\\n\\nThe safety of your data stored on the cloud is relative to the online storage solution you use. Cloud providers store their backups in multiple locations across different power supplies to prevent data loss. These data centers use sophisticated systems that provide emergency power, detect smoke and suppress fires. Furthermore, they are heavily guarded, reinforced and internally protected to prevent intrusion, theft of the storage software, or physical destruction by disgruntled employees. Learn more about ransomware and malware that could impact your data security.\\n\\nCloud systems use authentication processes such as passwords and usernames to limit access, hence safeguarding your data and preventing unauthorized access. Data encryption and multiple-factor authentication are also used to protect data that is intercepted en route or stolen from the server. However, passwords can be hacked, and a rogue employee can gain access to your data’s encryption keys. Also, your data is not immune to government search and seizure.\\n\\nSo is your data safe on the cloud? Well, the truth is that no cloud service provider can assure you of 100 percent data security. In any case, since most online storage companies operate in a cut-throat market, they rely heavily on their reputation, and you can rest assured that they will take great pains to ensure that they have the most advanced security measures available to protect clients’ data.\\n\\nThis is an age where governments have been exposed for unwarranted tapping into of otherwise private cloud data. You would be wise not to store sensitive personal or company information on the cloud. CSPs, however, use more complex security methods to protect data than most local storage options.\\n\\nWhile all online storage systems keep data secure from loss caused by fires, hurricanes, floods, and computer meltdowns, your information is still vulnerable because it is with a third party. Therefore, before selecting a provider, do your research.\\n\\nWhat’s more, online storage is more reliable when it is used together with another storage system (e.g. Google Drive). Since the biggest concern with cloud storage for enterprises services is lost data and not hacked data, the issue is eliminated if you use the cloud as more of a sharing platform rather than a storage one.\\n\\nAlthough online storage services may not be 100 percent secure, their benefits far outweigh the potential risk. This is evidenced by a large number of companies that use these services extensively.\\n\\nWhat are the Different Types of Enterprise Cloud Storage?\\n\\n1. Public Cloud\\n\\nThis cloud service allows you to have your cloud in a shared infrastructure. Here, the provider owns and manages all the cloud infrastructure (hardware and software) and delivers it over the Internet as a cloud service. Imagine the public cloud as a large apartment complex. The CSP is the landlord while individual and enterprise clients using the service are the tenants. The principle of shared resources allows the CSP to offer lower prices.\\n\\nYou benefit a lot from sharing these resources, since industry regulation compliance is high and infrastructure investments are a top quality to attract customers. The other benefits of the public cloud are:\\n\\nHighly scalable\\nCost-effective\\nHighly reliable\\nNo maintenance costs incurred on businesses\\nExpert monitoring\\n\\n2. Private Cloud\\n\\nUnlike the public cloud that relies on sharing of resources, the private cloud is used by one organization alone. It is a preferred solution for larger enterprises with mission-critical data that requires additional security. Financial institutions, government agencies and healthcare organizations are likely to prefer a private cloud solution.\\n\\nThe infrastructure can reside either with a third-party vendor or on-premises. Regardless, the hardware and services remain dedicated. Its advantages include:\\n\\nAllows you greater control over your data\\nExclusive access\\nHighly scalable\\nHighly efficient\\nOffers greater security\\nIt's customizable\\n\\nThe private cloud model is costly compared to a public one because it requires you to own and manage your data center and IT team. Outsourcing from a third party vendor is also expensive.\\n\\n3. Hybrid Cloud\\n\\nThe hybrid system employs both private and public clouds, meaning that while your IT team manages a section of the cloud in-house, the rest is managed off-site. This cloud solution is discussed in detail in a section below.\\n\\n4. Community Cloud\\n\\nThis cloud infrastructure allows data access from different organizations or departments. This collaborative effort allows the sharing of infrastructure between several entities from a specific community that has common concerns (compliance, security, jurisdiction, etc.) whether managed by a third party or internally. For instance, different branches of the same company that are located in different towns. Different government functionalities can also access government data via the community cloud infrastructure.\\n\\n5. Mobile Cloud\\n\\nMobile online storage allows you to store and manage your files, photos, videos and music from your mobile devices (tablets, laptops and smartphones). Today, many new mobile devices are outfitted with preloaded and configured online storage that can be used to back up your files. Android OS devices use Google Drive, Apple iOS devices use iCloud, while Samsung Galaxy has partnered with Dropbox.\\n\\nWhat are the Advantages of Enterprise Cloud Storage Service?\\n\\nCost\\n\\nYour company is more likely to cut back on operating costs by using cloud-based services compared to using external hard drives or in-house hosting solutions. It also eliminates the cost of time taken to complete routine backups manually. You do not need to spend more money on additional servers, which are expensive to maintain. Online storage gives you plenty of space to store your data, often for low, affordable prices.\\n\\nAccessibility\\n\\nLocal storage only allows you to access your files or data from a particular location. However, with online storage, the devices that you use daily become access points. Thus, you can access all your files, photos, apps, videos and folders in the cloud from any place across the world. Of course, you must have Internet access and the necessary credentials. This eliminates the stress of transferring files between devices every time you want to access them, which is, frankly, annoying and complicated.\\n\\nRecovery\\n\\nPerhaps the most significant advantage of using online storage is that you are assured of a back-up solution should something go wrong and your data is lost or corrupted in a disaster recovery scenario.. If something happens to the files stored on your computer, you can always access and retrieve them from the cloud with minimal downtime.\\n\\nSyncing\\n\\nYou can sync all your files in the cloud; therefore, if you make any changes to one file, the cloud will automatically sync your changes across all affiliated devices. This means that your files are similar across all devices and you will have the latest version of your file irrespective of how you chose to retrieve it.\\n\\nIncreased Security\\n\\nMost CSPs add extra security layers to their servers and protocols to protect all data stored therein from outside hacking or physical attacks. To gain a competitive edge, CSPs employ the latest enterprise-grade security measures that businesses would not usually apply. Data is encrypted at rest and in flight, making unauthorized users unable to access the data.\\n\\nCollaboration Tools\\n\\nSending dozens of emails to share files is cumbersome. The cloud makes it simple to sync and share one or more files with several recipients. Additionally, storage services enable you to collaborate with peers and make editing capabilities available to authorized users. Furthermore, such changes are saved automatically and shared easily with all collaborators.\\n\\nSpace Efficiency\\n\\nOnce you move your data into the cloud, you free up space on your local devices and hardware. It no longer takes up valuable space on your premises, since it is stored virtually on your CSP’s servers.\\n\\nWhat are the Disadvantages of Cloud Storage?\\n\\nDependent on Internet Connection\\n\\nYou must have an Internet connection to gain access to the cloud. Since online storage solutions are dependent on your Internet upload and download speed, low latency can seriously impede you from accessing your app or data in real time.\\n\\nBackups May Be Slower\\n\\nOnline storage and internet bandwidth max ingest speeds may be more limited than your local network or disk. This may not be an issue for file servers and workstation backups, since they can run in the background as work continues. Once the initial full backup is complete, incremental backups reduce the backup size and times while deduplication and compression help, too.\\n\\nHowever, specialized applications such as databases (for instance Microsoft SQL Server) can be affected by long backup times. In this case, you want these applications backed up within your maintenance windows or during low activity periods.\\n\\nRestores May Be Slower\\n\\nHere, it is all about rated online storage speed and internet bandwidth. Restoring the entire server after a crash or damage may take longer, but file-level restore is equally as fast. The takeaway is to ensure that you meet your recovery time objectives. If this is not possible, you may consider performing hybrid backups on your critical servers and sending the backups to both cloud and local storage. Two backup copies allow fast local restores (with no reliance on cloud vendor and Internet availability) as well as the benefit of off-site storage protection for disaster recovery.\\n\\nHigher Internet Utilization\\n\\nIf your backups run during peak business hours, the heavy internet use affects all internet-related activity performance. You need to control your internet bandwidth by setting up utilization rules to make sure that your internet connection is not saturated during times when it is required for other critical business activity.\\n\\nHigh Costs\\n\\nFor enterprises and corporations, online storage devices are sound solutions; however, private solutions can be quite costly for small businesses.\\n\\nImproper Handling of Login Details\\n\\nBeware of improper handling of your login credentials, since if you misplace them and someone gains access to your user ID and password they can gain access to your account. You must use complex passwords that no one else can guess and avoid keeping them in your devices such as HDDs or pen drives. Finally, if you forget your credentials, recovering them can be a cumbersome process.\\n\\nCustomer Support\\n\\nCustomer support has not been one of the strongest suits of many CSPs, which is why you should take a closer look at the company’s terms and agreements as well as its online forums and FAQ section.\\n\\nPrivacy Issues\\n\\nEven the best CSP relationships suffer from one issue; a third party manages your data. This means that you have limited control over the data if you opt for a public CSP. There is also the issue of ownership, since after migrating your data to your CSP’s servers, it may be difficult to determine who, between you and the company, owns the information.\\n\\nWhat is Hybrid Cloud Storage?\\n\\nJust like its name suggests, the hybrid cloud converges the private and public cloud solutions into a unique and customizable type of online storage, which offers you the advantages of both. Here, applications and data can move freely between private and public clouds when needed, providing increased flexibility.\\n\\nMost enterprises can use the public cloud for some aspects of their work that are not sensitive such as webmail. However, these businesses still need a private cloud service to store their data logs, hence the hybrid cloud solution. Its advantages include:\\n\\nIt allows for greater control\\nIt is cost-effective\\nIt is highly customizable\\n\\nFor instance, banks could adopt the hybrid cloud system and have their client communication accounts stored in a public cloud but their confidential account details stored in a private cloud service.\\n\\nLearn more about the multi-cloud.\\n\\nThe Bottom Line\\n\\nEnterprise cloud storage has become the leading and preferred method of digital data storage, especially for small and medium-sized enterprises. It is safer than local storage because it utilizes industry-grade safety measures to secure data. It is also space and cost-efficient, accessible across the globe, allows you to sync and share files quickly, and prevents loss of data.\\n\\nLearn how Veritas can optimize your data storage across leading platforms and application environments with Veritas Access Appliance.\", \"url\": \"https://www.cohesity.com/glossary/enterprise-cloud-storage/\", \"with\": [\"It refers to file storage online. Instead of using local storage options (think \", \"Learn more about Cloud Providers, including AWS, Google Cloud, Azure, and IBM.\", \"Local storage only allows you to access your files or data from a particular loc\", \"Enterprise cloud storage has become the leading and preferred method of digital \"], \"without\": [\"Cohesity Data Cloud\", \"Data Cloud packaging\", \"Certified platforms\", \"Privacy Policy\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4979", "input": "https://www.filecloud.com/5-best-cloud-storage-providers/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4979\", \"ground_truth_path\": \"source/test/ground-truth/4979.json\", \"ground_truth_sha256\": \"d0284315fa55320997fe510646c566ddd6f4035ee2eff49ab6657b8ed3e8460f\", \"html_path\": \"source/test/html/4979.html.gz\", \"html_sha256\": \"568b6fc3772021471b2a162a2d2411daf4f3c1ddd97fb1d94a1d2c190922836d\", \"page_type\": \"article\", \"reference\": \"We provide the best cloud storage services. It is especially best for small businesses as it gives all features of the best cloud platform at affordable prices.\\n\\nUnlimited Storage Space\\n\\nBest cloud storage providers guarantee unlimited cloud storage, which supports large file transfers and automatic synchronization for almost any file type. Large files can be easily stored and shared. It must not put any limit on the number of client accounts formed.\\n\\nCost-Effectiveness\\n\\nBusiness already has huge costs to cover. In such a situation the cost of cloud storage has to be reasonable. The subscription plan must be very clear and transparent. The best cloud services provide no limitation on storage or the number of client accounts on any plan.\\n\\nSeamless Functionality\\n\\nThe best cloud storage service must provide services like data loss prevention, unlimited file sharing, advanced backup, and selective sync. Further, you can easily access your files stored remotely from any part of the world. You should be able to easily share files across the browser with users inside or outside an organization.\\n\\nFileCloud has received the Gartner Peer Insights Customers’ Choice Distinction for the fifth consecutive time!\\n\\n92% of our customers would recommend us to a friend.\\n4.6\\n\\nWhy FileCloud is the Best Cloud for Storage?\\nFileCloud provides an effective interface that is easy to use as well as a richness of features. It assures its users with custom branding across user interfaces, communications and policies. We deliver the best security and data protection with remote data wiping, strong encryption, data loss prevention, 2FA, and alerts on unusual activities. The service of easy data portability is also given.\\nThe best online storage solution offers secure, reliable and scalable cloud storage for businesses and individuals. FileCloud stands out among online storage companies by providing secure, reliable and scalable cloud storage tailored for both businesses and individuals. Business online storage further enhances efficiency by providing a centralized platform for secure data storage, ensuring easy access and collaboration across teams while maintaining robust protection and compliance standards.\\nOnline storage companies making them essential for safeguarding sensitive information. By reducing dependency on physical storage devices and offering cost-effective scalability, online storage solutions are crucial in today’s digital-first world.\\nTop 5 Cloud Storage Options to Choose From\\nThe top 5 cloud storage providers are those who give the service of the cloud with security, durability, and resiliency at a cost-effective price.\\nFileCloud\\nFileCloud provides a ton of features at very attractive prices. The one feature which makes it different from other competitors is that it can be deployed either on-premise or on the public cloud. The users have full control over the files even after being uploaded to the server. File synchronization is supported by the EFSS allowing you to synchronize files across multiple OS and devices. Files stored in FileCloud storage can be shared both within and outside the company with total security. Integration with existing enterprise file servers can be done with ease.\\nPros\\n● Unlimited storage\\n● Affordable and attractive prices\\n● Efficient content management\\n● Data can be stored in hybrid, private, or public clouds and even on-premises\\nDropbox Business\\nDropbox is one of the best cloud storage providers. It offers cloud storage, personal cloud, file synchronization, and client software. You can easily access your files by signing in the browser itself and from any device be it computers, tablets, phones, laptops, etc. Security has also improved in the past years. Now it offers 256-bit AES encryption at rest, 2FA, and remote wipe if the device gets into the hand of an unauthorized person. The only two downfalls in this are that it is really expensive and there have been concerns about privacy in Dropbox.\\nPros\\n● Easy to use interface\\n● Fast transfer speed\\n● A lot of third-party integration is possible\\n● Good security and backup\\nGoogle Drive\\nIt is cloud-based file storage. In this, you can store, share and collaborate on your files. Google Drive is the best for security. It is the most popular cloud storage platform. The two main disadvantage of this cloud storage is that it has fewer features than its alternative options and it does not support all file types. The standing feature of google drive is offline access. One can edit, create, and view files even without an internet connection. It provides ample security features including data loss prevention and archiving to safeguard your data.\\nPros\\n● Best for security\\n● Easy to use\\n● Integrates conveniently with Adobe, AutoDesk, Slack, and Atlassian\\n● Compatible with both macOS and windows\\nBox.com\\nBox.com is a good option for cloud storage for businesses. It offers unlimited file storage in every price plan. It is one of the best in terms of security and privacy. They provide compatibility with numerous apps like Office 365 and Google Docs. Box.com provides huge options for customization which is an addition to the services they are providing. It provides smart sync and integration with different storage services. Some of the cons of box.com are that it is not cost-efficient, there is a limit on file size, and no block-level sync. Also, you cannot download the Box sync client for the android platform.\\nPros\\n● User friendly\\n● Strong security\\n● 24/7 support system\\n● Excellent third-party integration\\nNextcloud\\nIt is an open-source tool that aids you to host your data in the cloud. For businesses, Nextcloud is one of the best options. The unique factor of this cloud server is its do-it-yourself cloud storage solution that tailors the cloud locker to the needs of your business. It can be integrated efficiently with your inbox, calendar, and other productivity apps and can be accessed through a web browser, mobile or desktop app. The security and privacy in Nextcloud are GDPR and HIPAA compliant. The only downfall is that it does not provide an easy to use interface.\\nPros\\n● Rapid cloud storage services\\n● Supports full encryption\\n● Easy integration and collaboration\\n● Free software\\nWith features like tiered storage options, offline access and cross-device synchronization, online storage companies are becoming indispensable partners in streamlining digital workflows and preserving precious memories effortlessly.\\nAlso Check out the comparison between Nextcloud vs ownCloud\\n\\nFrequently Asked Questions\\nWhat is the most popular cloud storage provider?\\nFileCloud is the most popular cloud storage provider. It gives such features that are not provided in the majority of cloud storage services. Other than FileCloud, Google Drive is the most sought-after file cloud storage. It is easy to use and every plan comes with other Google tools like Gmail, Docs, sheets, slides, etc.\\nWhich cloud storage is best?\\nFileCloud is the best cloud storage. It provides features like storage on-premise, file sync and share, secure access, and larger file support. With this it also provides endpoint backup, provides the option to be self-hosted in AWS, Azure. Businesses can easily make customization in their self-hosted cloud server. Also, it has API support.\\nWhat is the best cloud storage for business?\\nThe best cloud for business is FileCloud. Any enterprise with a huge number of data and large files can without any issue store their data. The server ensures full data protection. You can create unlimited and free client accounts on our platform. Your content could be managed easily by versioning, metadata classification, and user policy management.\\nHow secure is cloud storage?\\nCloud storage along with ease of managing files provides full security and privacy to your confidential files. AES 256-bit encryption for file storage at rest, SSL/TLS secure tunnel for file transmission, and FIPS 140-2 certification are all included. Cloud offers audit trails and logging. Cloud services also include an efficient backup system.\\nIs cloud good for business?\\nLong gone are the days when files used to be stored locally. Businesses have a huge amount of data to store and manage. For that purpose, nothing is better than cloud storage. Along with security, your data can be stored and managed efficiently in a cloud storage web server. There is governance and compliance in cloud storage.\\nWhich cloud storage is most reliable?\\nFileCloud is the most reliable and cost-efficient cloud storage. It provides a secure solution to an ever-evolving landscape. With AES 256-bit encryption to store a file at rest, SSL/TLS secure tunnel for file transmission, and FIPS 140-2 certification. It provides audit trails and logging. 2FA adds an extra layer of protection to your files stored here.\", \"url\": \"https://www.filecloud.com/5-best-cloud-storage-providers/\", \"with\": [\"Best cloud storage providers guarantee unlimited cloud storage, which supports l\", \"● A lot of third-party integration is possible\", \"FileCloud provides a ton of features at very attractive prices\", \"It is an open-source tool that aids you to host your data in the cloud\"], \"without\": [\"Cookie Policy\", \"Cloud Platform Support\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4982", "input": "https://officialtranslations.com/syracuse", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4982\", \"ground_truth_path\": \"source/test/ground-truth/4982.json\", \"ground_truth_sha256\": \"248c0013efa2589649782edcb3efb2dbc1d9a6060b3818fa754953a2fdf7ebb6\", \"html_path\": \"source/test/html/4982.html.gz\", \"html_sha256\": \"7e054a1c4b7ea65b6ed979d1ff843d2737d923f2799cee34dd879769f3210aa0\", \"page_type\": \"service\", \"reference\": \"SYRACUSE, NY\\n\\nWelcome to Official Translations in Syracuse, NY – your trusted provider for certified, notarized, and apostilled translations in over 100 languages, including Spanish, Portuguese, Chinese, Russian, German, Arabic, Farsi, Korean, Japanese, and French. Our expert team specializes in translating a wide range of documents, such as birth, death, and marriage certificates, ensuring top-notch accuracy and cultural sensitivity.\\n\\nWe are committed to meeting the diverse needs of the Syracuse community and the surrounding areas, including Liverpool, DeWitt, Fayetteville, Baldwinsville, and Manlius. Our certified translations comply fully with USCIS standards and are ideal for legal and business purposes. Rely on Official Translations for prompt, professional, and comprehensive translation services, ensuring your documents are recognized and accepted worldwide.\\n\\nContact us today for all your certified translation needs in Syracuse and the nearby areas.\\n\\nUPLOAD ANY DOCUMENT\\n\\nFrom birth certificates to technical manuals, we handle it all. Don't wait; ensure your documents speak universally today.\\n\\nTRUSTED & ACCEPTED EVERYWHERE\\n\\nUSCIS, Universities, courts – wherever you submit, our certified translations are always accepted. Secure your peace of mind.\\n\\n100+ LANGUAGES\\n\\nFrom Spanish to English, Mandarin to Dutch, we've got you covered. Any language pair, always expertly translated. Used by attorneys, universities, and Fortune 500 companies.\\n\\nPROFESSIONAL CERTIFIED TRANSLATIONS\\n\\nExpertise in every word. Our certified translations are meticulously crafted by professionals, ensuring accuracy. No compromise, only excellence.\\n\\nSTART YOUR TRANSLATION ORDER\\n\\nSTEP 1. Page count\\n\\nMore products\\n\\nCertified Translation\\n\\n$\\n\\n29.95\\n\\n$\\n\\nCertified Translation - $29.95/Page\\nUnlock a world of opportunities with our Certified Translation service, priced at just $29.95 per page for up to 250 words. Ideal for official documents, our certified translations are recognized by institutions like USCIS, schools, courts, and more, ensuring your documents meet stringent standards with a certificate of authenticity.\\nGot handwritten text? No problem! Just remember, if your document has more than 30% of challenging handwriting, select our 'Handwritten Text' option to guarantee clarity and precision. Don't let complex scripts stand in the way of your success. Choose our expert services and step forward with confidence!\\n\\nSTEP 2. Optional and Notary Services\\n\\nMore products\\n\\nNotarization\\n\\n$\\n\\n19.95\\n\\n$\\n\\nNotarization Service - $19.95/Order\\n( Includes $15 Notarization fee + $4.95 Translator Convenience fee)\\n\\nAdd an extra layer of credibility to your translations with our Notarization service for just $19.95 per order. Notarization is often required for educational documents, legal filings, real estate transactions, and by certain government agencies. It's the golden stamp of authenticity that some institutions need to cross the 'T's and dot the 'I's on your official paperwork.\\n\\nEven if notarization isn't a current requirement for you, opting for it can be a smart move. It's like getting a VIP pass for your documents – they're ready for the spotlight anytime, anywhere. By choosing notarization now, you're securing an all-access pass for future needs, ensuring your documents are beyond question. Elevate your translations with the power of notarization and navigate through bureaucratic waters smoothly and confidently.\\n\\nAdditional Copy\\n\\n$\\n\\n4.95\\n\\n$\\n\\nAdd an extra certified copy of your translated document. This service is commonly used when multiple certified translations are required for official submissions, immigration filings, academic institutions, or legal purposes.\\nPlease note: if notarization is required, each additional copy must include its own notarization, as notarizations are completed per document copy.\\n\\nApostille\\n\\n$\\n\\n149.95\\n\\n$\\n\\nApostille Service - $149.95 per Document\\n\\nGoing global with your documents? Our Apostille service, at $149.95 per document, is your key to worldwide acceptance. While our translations are accepted across the United States, international boundaries often call for an Apostille - a special seal that makes your documents valid abroad.\\n\\nIf you're dealing with foreign countries or consulates, they might need this extra layer of authentication. The Apostille ensures that your documents are recognized and accepted in all Hague Convention countries. It's not just a stamp; it's your passport for your paperwork to cross international lines hassle-free.\\n\\nDon't let your documents get lost in translation. With our Apostille service, you're not just getting a translation; you're getting a global pass. Make sure your documents are ready for the world stage.\\n\\nSTEP 3. Special request (must be equal to the number of pages)\\n\\nMore products\\n\\nExpedited Processing\\n\\n$\\n\\n14.95\\n\\n$\\n\\nExpedited Turnaround - Just $14.95 per 250-word Page\\nIn a hurry for your translation? Our Expedited Turnaround service cuts our standard processing times in half for a nominal fee of $14.95 per page (up to 250 words). Check out the speedy timelines you can expect:\\n\\nFor documents of 1-3 pages (up to 750 words), the standard 24-hour turnaround is accelerated to a mere 12 hours.\\nDocuments spanning 4-8 pages (751 - 2,000 words) see their standard 48-hour turnaround trimmed to just 24 hours.\\nLarger documents of 9-14 pages (2,001 - 3,500 words) are delivered in 1-2 days, down from the usual 3-4 days.\\nAnd for substantial documents of 15-21 pages (3,501 - 5,250 words), the typical 4-5 day period is condensed to 2-3 days.\\nFor extensive documents beyond 21 pages (over 5,251 words), contact us for a tailored quote and expedited timeline. Time is of the essence, and with our Expedited Turnaround, you can rest easy knowing your translations will be ready swiftly. Don't wait—speed up your translation process today and receive your documents at lightning-fast speeds.\\n\\nHand Written Text\\n\\n$\\n\\n14.95\\n\\n$\\n\\n*Handwritten Text Service - Essential at $14.95 per Page\\n\\nDealing with handwritten documents? If over 30% of your text is handwritten and challenging to decipher, our Handwritten Text Service is a must. For an additional $14.95 per page, our skilled translators take the extra time and care needed to ensure even the most intricate script is translated with precision.\\n\\nHandwriting can be complex and unique, making it difficult to read and translate. Our service ensures that no detail is missed, no matter how small or elaborate the handwriting. This service isn't just an option; it's essential for making sure your translated documents are accurate and clear.\\n\\nDon't let hard-to-read handwriting slow you down. Add our Handwritten Text Service to your order and ensure your documents are translated without a hitch.\\n\\nTRANSLATION SERVICES\\n\\nAt our company, every service we offer, whether it's Certified Translations, Standard Translations, or Audio Transcription and Translation, is executed with precision by our team of professional translators. While the expertise remains consistent, the format of our translations is tailored to best suit the unique requirements and purposes of each project. Trust in our commitment to quality, no matter the nature of your translation needs.\\n\\nTRANSLATIONS ACCEPTED ANYWHERE\\n\\nOur team is dedicated to providing translations that suit every need. Whether you're a student submitting papers to schools, a businessperson with important documents, someone dealing with courts, or working with government offices, we've got you covered. We understand the importance of clear and accurate translations, especially for non-native speakers. That's why we ensure our translations are easy to understand and are accepted and trusted everywhere, no matter the purpose.\\n\\nUSCIS Processing\\n\\nUniversity Admissions\\n\\nCourt Cases\\n\\nMedical Records\\n\\nTechnical Manuals\\n\\nBusiness Documents\\n\\nUPLOAD ANY DOCUMENTS FOR TRANSLATION\\n\\nNo matter the nature or purpose of your document, we've got you covered. From Birth Certificates to Medical Records, our expert translators ensure that your content is accurately translated for any use. Whether it's for business, legal, educational, or personal reasons, trust in our commitment to cater to every translation need with precision and professionalism.\", \"url\": \"https://officialtranslations.com/syracuse\", \"with\": [\"Welcome to Official Translations in Syracuse, NY – your trusted provider for cer\", \"Even if notarization isn't a current requirement for you, opting for it can be a\", \"And for substantial documents of 15-21 pages (3,501 - 5,250 words), the typical \", \"No matter the nature or purpose of your document, we've got you covered\"], \"without\": [\"OFFICIAL TRANSLATIONS. All rights reserved\", \"All rights reserved\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4985", "input": "https://www.daytranslations.com/translation-services/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4985\", \"ground_truth_path\": \"source/test/ground-truth/4985.json\", \"ground_truth_sha256\": \"4ef58514f191723560bbaa320603217caaf71a5c8e2f5728d23b17bb3bb3c356\", \"html_path\": \"source/test/html/4985.html.gz\", \"html_sha256\": \"f13b90ec3b45c100ff2acae85fcc69c5a346fa36c214a77a56eeb55f241181e7\", \"page_type\": \"service\", \"reference\": \"Get accurate results from the world's most trusted translation company. We provide high-quality language translation services in 200+ languages delivered fast, directly to your inbox or door.\\n\\n100% Native Human Linguists (No AI Shortcuts)\\n\\nUSCIS Accepted (Guaranteed for Immigration)\\n\\nPrice Match Guarantee (We beat any competitor)\\n\\nAccredited with A+ rating\\n\\nGet Your Free Quote Today\\n\\nTrusted by Leading Companies\\n\\nComprehensive Language Translation Services\\n\\nCustomized solutions for individuals and global enterprises.\\n\\nCertified Translation\\n\\nUSCIS-accepted translations for birth certificates, diplomas, and visas. Guaranteed valid for immigration.\\n\\nOrder Certified\\n\\nProfessional & Legal\\n\\nSecure translation for contracts, NDAs, technical manuals, and business documents.\\n\\nGet Business Quote\\n\\nMedical & Healthcare\\n\\nHIPAA-compliant translation for clinical trials, patient records, and medical devices.\\n\\nLearn More\\n\\nWebsite Localization\\n\\nGo global with SEO-optimized website translation and CMS integration.\\n\\nLearn More\\n\\nMarketing & Media\\n\\nTranscreation for ads, subtitles, and voice-overs to reach local audiences.\\n\\nLearn More\\n\\nTechnical Translation\\n\\nPrecision translation for user manuals, engineering specs, and guides.\\n\\nLearn More\\n\\nOur Services\\n\\nProfessional Translation for Every Need\\n\\nFrom legal documents to marketing campaigns, our specialized translators deliver accurate, culturally-adapted translations.\\n\\nDocument Translation\\n\\nBirth certificates, contracts, diplomas & personal documents. Certified for USCIS. Learn more\\n\\nTechnical Translation\\n\\nEngineering specs, user manuals, IT docs by technical experts. Learn more\\n\\nWebsite Translation\\n\\nFull website localization with multilingual SEO. CMS integration. Learn more\\n\\nMarketing Translation\\n\\nTranscreation that converts. Ads, campaigns & brand content. Learn more\\n\\nPatent Translation\\n\\nProtect IP globally. Technical precision for patent filings. Learn more\\n\\nBook Translation\\n\\nLiterary & academic translation. Author voice preserved. Learn more\\n\\nAll Translation Services\\n\\nManual Translations Document Translation Magazine Translation IME Interpreting Technical Translation Audiovisual Translation Subtitling RFP Translation Voice Over Business Email Transcript Translation eDiscovery Translation Book Translation Script Translation Marketing Translation Patent Translation Website Translation Multilingual Translation\\n\\nCertified Translation Simple Pricing & Add-Ons\\n\\nWe believe in transparency. You get a clear, upfront quote with no hidden fees or surcharges.\\n\\nBusiness Translation\\n\\nProfessional translation for business documents, marketing content, and websites.\\n\\n$0.10 per word\\n\\nStarting price. Rates vary by language pair and complexity. Volume discounts available for projects over 2,000 words.\\n\\nINCLUDES\\nProfessional Translation\\nRevisions included\\nFormatting included\\nDigital PDF or DOCX delivery\\nSecure & confidential\\nFast Delivery Request Tailored Quote →\\n\\nMost Popular\\n\\nCertified Translation\\n\\nWord-for-word translation with signed certificate for official government and legal use.\\n\\n$0.10 per word\\n\\nStarting price. Rates vary by language pair and complexity. Volume discounts available for projects over 2,000 words.\\n\\nINCLUDES\\nProfessional Translation\\nRevisions included\\nFormatting included\\nDigital PDF delivery\\nSecure & confidential\\nSigned & stamped certification Order Translation →\\n\\nEnterprise Solutions\\n\\nDedicated support for large-scale translation projects with custom requirements.\\n\\nCustom Volume Discounts\\n\\nContact our sales team for custom pricing on projects over 2,000 words. Enterprise clients receive dedicated account managers and custom SLAs.\\n\\nINCLUDES\\nDedicated Account Manager\\nAPI & CMS Integration\\nISO 27001 Data Security\\nPriority 24/7 Support\\nCustom SLAs & NDAs\\nBulk Pricing Discounts Request Tailored Quote →\\n\\nAvailable Add-Ons\\n\\nExpedited Turnaround\\n\\nYour order receives priority processing. 35% rush fee applied to all translation workflows.\\n\\nNotarization\\n\\nStamp, signature, and certification. Available in Illinois (valid in all US states). $19.99/order.\\n\\nHard Copy Delivery\\n\\nTranslated documents with certification. Office pickup or FedEx worldwide. Starting at $14.99.\\n\\nProofreading\\n\\nAn additional linguist reviews your translation for accuracy. Starting at $0.05/word.\\n\\nApostille\\n\\nApostille certification for Hague Convention countries. Available in Illinois only. $105/order.\\n\\nFast & Secure Online Translation Services\\n\\nGet certified human translation from the comfort of your home.\\n\\nInstant Online Quotes\\n\\nStop waiting. Upload your files to our secure portal and get a guaranteed price in minutes.\\n\\n24/7 Digital Delivery\\n\\nOur online translation services run around the clock. Receive your certified PDF via email the moment it's ready.\\n\\nHard Copies Mailed\\n\\nNeed the original? We mail notarized hard copies directly to your door via USPS or FedEx.\\n\\nISO 17100 Certified Process\\n\\nHow Our Translation Works\\n\\nA proven 5-step process that delivers accurate, quality-assured translations every time.\\n\\nStep 1\\n\\nUpload Documents\\n\\nUpload any document format. Get an instant quote based on word count and language.\\n\\nStep 2\\n\\nExpert Assignment\\n\\nWe match your project with a native translator who specializes in your content type.\\n\\nStep 3\\n\\nTranslation\\n\\nYour document is translated with attention to terminology and cultural nuance.\\n\\nISO 17100 Required\\n\\nStep 4\\n\\nQuality Review\\n\\nA second linguist reviews for accuracy—required by ISO 17100 standards.\\n\\nStep 5\\n\\nDelivery\\n\\nReceive your translated document with certification. Hard copies available.\\n\\nSpecialized Translation Across Industries\\n\\nWe assign subject matter experts (SMEs) to your project, not just general linguists.\\n\\nAutomotive\\n\\nBanking & Finance\\n\\nHealthcare\\n\\nManufacturing\\n\\nRetail\\n\\nTravel\\n\\nTechnology\\n\\nLegal\\n\\nGaming\\n\\nE-Commerce\\n\\nAs Featured In\\n\\nClient Success Stories\\n\\nWhat Our Clients Say\\n\\nJoin thousands of satisfied customers who have successfully submitted their certified translation documents to the USCIS, universities, and courts.\\n\\n10,000+\\n\\nHappy Clients\\n\\n4.9/5\\n\\nAverage Rating\\n\\n5,000+\\n\\nVerified Reviews\\n\\n“\\n\\nDay Translations has been our trusted partner for over 5 years. Their attention to detail, cultural expertise, and commitment to deadlines has made them indispensable for our global operations. The quality of their legal translations has never failed to impress our international legal team.\\n\\nS\\n\\nSarah Johnson\\n\\nChief Legal Officer\\n\\nGlobal Legal Partners LLP\\n\\n5+ Years Partner\\n\\n“ I was worried about my USCIS interview, but Day Translations delivered my birth certificate translation in under 24 hours. The formatting was perfect, and the officer accepted it without a single question. ”\\n\\nM\\n\\nMaria G.\\n\\nClient Legal\\n\\n“ As a law firm, accuracy is everything. We rely on Day Translations for our court-certified documents. Their attention to legal terminology and fast turnaround is unmatched. ”\\n\\nR\\n\\nRobert T., Esq.\\n\\nLaw Firm Legal\\n\\n“ I needed my high school transcripts translated from Arabic to English for my university application. The team was super helpful and the certified PDF looked exactly like my original. ”\\n\\nA\\n\\nAhmed K.\\n\\nStudent Education\\n\\nFully Accredited\\n\\nEnhance Your Global Reach? Get My Free Quote\\n\\nNeed Help with a Large Project? Speak to a Manager\", \"url\": \"https://www.daytranslations.com/translation-services/\", \"with\": [\"100% Native Human Linguists (No AI Shortcuts)\", \"Literary & academic translation. Author voice preserved. Learn more\", \"Get certified human translation from the comfort of your home.\", \"Enhance Your Global Reach? Get My Free Quote\"], \"without\": [\"View All Services\", \"Privacy Policy\", \"Terms of Service\", \"Immigration Services\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4986", "input": "https://translators-usa.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4986\", \"ground_truth_path\": \"source/test/ground-truth/4986.json\", \"ground_truth_sha256\": \"96b111815e7fc81135fc5973b61d548057f036298fe6cc1a9fc8c7ca70172704\", \"html_path\": \"source/test/html/4986.html.gz\", \"html_sha256\": \"469b20b41565091714d73d7e52f10df501768150ca88a9f36d8b80e43b57bd99\", \"page_type\": \"service\", \"reference\": \"Specialized Translation\\nSince 2003, Translators USA has served American interests both at home and abroad with expert translation and interpretation services.\\n\\nVideo Remote\\nInterpreting\\nIn a world of business and personal interactions where video access is crucial to success, you may need to hire video remote interpreting services.\\n\\nPhone Interpreting\\nServices\\nWhat happens if you need to make an important business call – only the other person doesn’t speak English?\\n\\nConference Interpreting\\nExperts\\nLooking for expert business interpretation services you can trust? Translators USA is rated A+ by the Better Business Bureau.\\nIt's Easier When You Speak Their Language\\nTrusted by government & government agencies\\n\\nRemote Conference\\nInterpreting (RSI)\\nRSI helps you save on travel cost for interpreters for simultaneous events.\\n\\nInspired By Excellence & Innovation\\n\\nWe offer a wide range of high quality of translation, transcription & interpreting services.\\n\\nAbout Us\\n\\nSince 2004, Translators USA has served American interests both at home and abroad with expert translation and interpretation services. We are a translation company who specialize in making multi-language conferences and conversations more successful, whether in person, on the phone or video.\\n\\nWe ensure that the written word is shared accurately and in the correct voice, no matter where the document will be used or where the conference takes place. And we take our responsibility seriously: we will provide the best customer service possible because we want to work with you today, tomorrow, and for years to come.\\n\\nCore Values\\n\\nKnown for our quality, affordability, confidentiality and speed, Translators USA provides translation, interpreting, transcription, localization, proofreading, and audio-visual services to companies and individuals around the world.\\n\\nAt Translators USA, we are driven to create value every day. Our core values are the foundation of our company, essential to our success and serve as the lens through which we evaluate every business decision.\\n\\nTeamwork\\n\\nIntegrity\\n\\nTrust\\n\\nExcellence\\n\\nWhy Choose Us?\\n\\nWe are known for providing high-value communications services to a wide range of industries including finance, law, healthcare and technology. Complementing meticulous accuracy and surprising affordability, unprecedented accessibility enables our clients meet the tightest feasible deadlines and fastest-arriving event dates. Clear, accurate communication is our passion; language translation and interpretation is our business.\\n\\n18+ years Experience\\n\\nA+ Rated by BBB\\n\\nWe meet any deadline\\n\\nBest in the Industry\\n\\nDo You Want Better?\\n\\nLive Conference Interpreting Mastered\\n\\nWhat People Are Saying\\n\\nExcelente servicio y atención, pedí una cotización y me respondieron de inmediato, una vez que solicité el servicio todo estuvo en el tiempo acordado e incluso antes.\\n\\nSergio K.\\n\\nTranslators USA have great customer service and were extremely quick to get the documents translated and back to me. I’ve used the over and over again but they remain professional.\\n\\nSandra F.\\n\\nMy experiences with Houston Translators & Interpreters have been superb. Great CS & translations. Very professional. Highly recommend.\\n\\nBen G.\\n\\nEasy to upload the files, translation email came the next day and original copy arrived a couple of days later. Would definitely translate more files if needed.\\n\\nCarol N.\\n\\nFast and professional service provided. Thank you so much! I always do all my translations with this agency! Great satisfaction!\\n\\nYasmin F.\\n\\nDocument Translated\\n\\n0\\n+\\n\\nConferences Covered\\n\\n0\\n+\\n\\nSatisfied Clients\\n\\n0\\n+\\n\\nTop-notch Service\\n\\nTranslators USA has a reputation for being the fastest, most competitively priced translation agency in the business. Get a free quote, and check our rates for quick, accurate transcriptions.\\n\\nMultiple locations – Local Interpreters in every major city\\n\\nWe Get it Done – If it can be documented, we can translate it\\n\\nDiversity – We cover All Languages\\n\\nWe are devoted to excellence in delivering state of the art services with pocket-friendly prices.\\n\\nMore Services\\n\\nLIVE CONFERENCE INTERPRETING\\n\\nAt Translators USA, we understand that interpretation is more than just changing words from one language into another. Our language experts know the cultural differences, dialects and local idioms needed to ensure your message is received loud and clear. We have more than 9,000 interpreters and translation specialists in the United States who speak more than 150 different languages and dialects, and we’re rated A+ by the Better Business Bureau. Get a quote now.\\n\\nCERTIFIED TRANSLATION\\n\\nBusinesses, government agencies and individuals turn to us for certified document services in more than 150 languages. Translators USA is the trusted translator for corporations, governments and school districts, small businesses, marketing agencies, engineering and architectural firms, as well as individuals. Get a quote to see how quickly and affordably we can help.\\n\\nPROOFREADING & EDITING\\n\\nDo you need a company report that must be perfect in more than one language? Perhaps you’ve recently gone through the translation process and have questions about the quality of the writing and integrity of the translation. Whether you need both translating and proofreading or a second set of eyes on a completed translation, we’ll ensure your documents are stylistically and grammatically correct. Translators USA is trusted by companies like yours and has the highest A+ rating from the Better Business Bureau. Get started now with a free quote.\\n\\nTOURING INTERPRETING\\n\\nWe’re always on call. Contact us 7 days a week for all your interpreting needs. We’ll be happy to answer any questions you may have, and we’ll guide you to the right solution to overcome any language barrier.\\n\\nMEDICAL TRANSCRIPTION\\n\\nDo you have recordings of a medical conference that need a written transcript? Count on Translators USA for fast, accurate transcriptions of your medical conference or event. Are you planning a stadium-size event for your annual convention or a smaller symposium for medical professionals? We can take care of both interpreting and transcription for any size event in the life sciences field.\\n\\nAPOSTILLE SERVICES\\n\\nIf you need a professional to handle your apostille smoothly and easily, contact us to get a free quote. Just submit a few details about your document. We’ll respond to you within the same business day, and we’ll provide you with a free no-obligation quote with exact pricing and turnaround time.\\n\\nOur Trusted Partners\\n\\nTranslators USA has served the translation needs of the world’s leading brands in technology, software, aerospace, retail, architecture, network marketing, event planning and many non-profit organizations.\\n\\nOur Products\\n\\nWe only sell products from the best manufacturers in the industry. Translators USA is commited to make your buying expierience the best service money can buy.\\n\\nLatest Blog Posts\\n\\nCovering topics from Translation to Transcription and Interpretation.\\n\\nTranslators USA\\n\\nMarch 14, 2026\\n\\nTranslators USA\\n\\nMarch 13, 2026\\n\\nTranslators USA\\n\\nMarch 12, 2026\\n\\nReady to get started?\\n\\nTranslators USA is A + rated by the Better Business Bureau for translation, interpretation and transcription services.\", \"url\": \"https://translators-usa.com/\", \"with\": [\"In a world of business and personal interactions where video access is crucial t\", \"Known for our quality, affordability, confidentiality and speed, Translators USA\", \"We are devoted to excellence in delivering state of the art services with pocket\", \"Covering topics from Translation to Transcription and Interpretation.\"], \"without\": [\"Translation Services\", \"Live Interpreting\", \"Remote Simultaneous Interpreting (RSI)\", \"Closed Captioning for Live Events\"]}"} {"category": "service", "family": "main-content-extraction", "id": "4987", "input": "https://gotranscript.com/text-translation-services", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4987\", \"ground_truth_path\": \"source/test/ground-truth/4987.json\", \"ground_truth_sha256\": \"b30120107c1cffd17094281df94536d59963e2db501dbaad97d9c692c1fd8749\", \"html_path\": \"source/test/html/4987.html.gz\", \"html_sha256\": \"2f4a29e58a3ba669b787008cb30ad5d08789f1c20bdc10058c140d04b2aee493\", \"page_type\": \"service\", \"reference\": \"Since 2005: Used & Trusted by 144,000 Satisfied Clients\\n\\nWho we are\\n\\nTrusted human transcription services provider\\n\\nPeople make the difference: a global team of professional transcribers and editors delivers accurate, context-aware transcripts-reviewed with care end to end.\\n\\nWhat We Translate: GoTranscript provides accurate, affordable translations for documents, websites, PDFs, scanned/handwritten text, and more.\\n\\nWho We Help: GoTranscript serves professionals, businesses, and individuals across diverse industries - from researchers and academics to legal and medical teams.\\n\\nWhy Choose Us: Quality and reliability form the backbone of GoTranscript. We provide 100% human-generated services and built our in-house project management system from scratch, ensuring top-tier accuracy and efficiency.\\n\\n74M+\\n\\nWords translated with unmatched precision and accuracy, ensuring cultural relevance and perfect localization for every language.\\n\\n12K+\\n\\nWith a vast network of professional translators, your project is handled by experts who deliver fast, reliable results for all your content needs.\\n\\n99.9%\\n\\nOur review process ensures your translations are double-checked, delivering flawless results that are ready for immediate use, allowing you to engage confidently with global markets.\\n\\nTOP-RATED ACCURACY\\n\\nTranslations You Can Trust\\n\\nExperience the highest standard in translation with a global team dedicated to delivering flawless results every time. Our proven process ensures that your text is translated by experts, providing the accuracy, cultural nuance, and reliability you need to connect with global audiences. Let us handle your translation needs while you focus on expanding your reach across borders.\\n\\nU.S. Wheat Associates & GoTranscript:\\n“Global Communication Boost.”\\n\\nSuccess Story\\n\\nTranscription that supports global teams\\n\\nU.S. Wheat turns interviews and meetings into accurate transcripts to support faster global communication.\\n\\nRead Story\\n\\nInstant Quote\\n\\nFinastra & GoTranscript: “Streamlined Knowledge Sharing.”\\n\\nSuccess Story\\n\\nTurn interviews into searchable transcripts\\n\\nFinastra converts expert interviews into searchable transcripts-reducing internal rework and speeding knowledge sharing.\\n\\nRead Story\\n\\nInstant Quote\\n\\nViewRay & GoTranscript: “Overcoming Language Barriers.”\\n\\nSuccess Story\\n\\nAccurate transcripts for multilingual training\\n\\nViewRay produces accurate transcripts to accelerate training content delivery across teams.\\n\\nRead Story\\n\\nInstant Quote\\n\\nOperation Smile & GoTranscript: “Global Storytelling.”\\n\\nSuccess Story\\n\\nTranscripts that support storytelling at scale\\n\\nOperation Smile uses transcripts to publish and repurpose stories across regions more efficiently.\\n\\nRead Story\\n\\nInstant Quote\\n\\nSmith Micro & GoTranscript: “ML Benchmark Accuracy.”\\n\\nSuccess Story\\n\\nHuman transcripts for model evaluation\\n\\nSmith Micro benchmarks speech-to-text performance using human-verified transcripts delivered via API.\\n\\nRead Story\\n\\nInstant Quote\\n\\nYour Company & GoTranscript: “Make Every Word Matter”\\n\\nYour Company & GoTranscript\\n\\nGet transcription that saves time\\n\\nTurn audio and video into accurate transcripts-reduce manual work, speed publishing, and improve internal knowledge sharing.\\n\\nContact Us\\n\\nInstant Quote\\n\\nTop-rated security\\n\\nTotal Peace of Mind\\n\\nRest easy knowing your data is fully protected with the highest security standards. With 85.5% of our clients prioritizing data protection, we safeguard your sensitive information with strict NDAs, PII protection, and HIPAA-certified compliance, ensuring your content remains confidential and secure.\\n\\nLearn How We Protect Your Data\\n\\nGet an instant quote for transcription services\\n\\nTranslate VIDEO to 50+ Languages\\n\\nBreak Language Barriers\\n\\nReach global audiences effortlessly by translating your video into over 50 languages. With our expert translators, you can expand your content's impact, connect with diverse audiences, and make your message heard worldwide—all with seamless accuracy and speed.\\n\\nHuman Expertise, Real Accuracy\\n\\nFrom Start to Finish, Human Precision\\n\\nWith human translation, you get nuanced, culturally aware translations that AI can't match. Our professional translators understand context, tone, and meaning, ensuring your message is conveyed with precision and authenticity. Connect with your audience on a deeper level with translations crafted by real experts.\\n\\nTRANSLATION BENEFITS\\n\\nHUMAN\\n\\nMACHINE\\n\\nTranslate one word accurately\\n\\nNaturally convey emotions, idioms, humour\\n\\nStatistically higher conversion rate\\n\\nNative speaker quality\\n\\nHigh Google search results\\n\\nMore Than Just Translation\\n\\nLocalization-Level Precision\\n\\nGo beyond basic translation with our localization services. In fact, 70% of our clients request localization, not just regular translation. We tailor your content to fit cultural nuances, industry-specific terms, and regional preferences, ensuring your message feels native to every market. Build stronger connections and resonate deeply with global audiences.\\n\\nSEAMLESS INTEGRATION FOR EASIER WORKFLOWS\\n\\nMaximize Your Impact with Precision\\n\\nUse Cases\\n\\nGlobal E-Commerce Localization\\n\\nProfessional translators adapt product listings, reviews, and checkout flows into target languages, preserving brand voice and SEO keywords. Shoppers enjoy native experiences, boosting international conversion rates while reducing cart abandonment and customer-service friction.\\n\\nLegal & Regulatory Document Translation\\n\\nCertified linguists render contracts, patents, privacy policies, and compliance filings with clause-level accuracy and proper legal terminology, helping companies navigate cross-border regulations, meet court submission standards, and avoid costly disputes or penalties.\\n\\nMedical Records & Clinical Trial Translation\\n\\nExpert medical translators convert patient data, informed-consent forms, and trial protocols while maintaining HIPAA and EMA compliance. Accurate terminology ensures researcher safety, regulatory approval, and clear communication among global investigators, sponsors, and ethics committees.\\n\\nMarketing Copy & Creative Adaptation\\n\\nNative copywriters transpose slogans, ads, and social content, capturing nuance and cultural resonance. Brands launch campaigns that feel locally crafted, maximizing engagement, click-through rates, and brand loyalty in diverse linguistic markets.\\n\\nSoftware & App Localization\\n\\nSpecialized translators adapt UI strings, help files, and release notes with attention to character limits and context. Developers receive ready-to-ship resource files, accelerating global product launches and reducing post-release bug reports.\\n\\nAcademic Research & Publication Translation\\n\\nScholars submit papers, theses, and citations for translation by subject-matter experts, ensuring terminology precision and formatting adherence to journal guidelines. Researchers expand readership, gain citations, and collaborate seamlessly across linguistic boundaries.\\n\\nGovernment & Immigration Document Translation\\n\\nSworn translators handle birth certificates, visas, and policy documents, providing notarized or apostilled translations accepted by embassies, courts, and immigration authorities worldwide, streamlining application processes and legal compliance.\\n\\nMultilingual Customer Support Knowledge Base\\n\\nHuman linguists translate FAQs, troubleshooting guides, and chat templates, maintaining consistent tone and terminology across languages. 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Each translation is completed by a professional and delivered within 24 hours to make your application process simple and stress free. Certification of Accuracy For your immigration documents Lowest Price Guarantee Only $18 per page. Lowest on internet. Official Member of ATA Official member of ATA: #278778 Why Choose Sure Translation? Sure Translation leads with unbeatable $18/page certified translations. Our instant quotes, 1-day turnaround, and unlimited revisions outshine competitors, ensuring accuracy and efficiency. Trust us for reliable, fast, and cost-effective certified translation services, backed by ATA certification for unparalleled precision and dependability. Cost $18 $25 $40 Quote time Instant 1 Day 2+ Days Turnaround time 1 Day 2 Days Slow ATA Membership Stamped certification Guaranteed Delivery Date What to Expect With Sure Translation’s simple 3-step process, you can have your documents translated quickly, accurately, and ready for USCIS approval. 1 Upload Your Documents and Place Your Order Choose your language pair and upload your files to begin the translation process right away. 2 Expert Translation and Review One of our skilled translators, fluent in your chosen language pair, will complete your translation to precisely reflect the content, meaning, and style of the original document. 3 Receive Your Translation You’ll receive a secure, professionally formatted PDF of your translation, complete with a signed and stamped certificate of accuracy. Browse all document options View all languages Certified Translation Reviews Chris Shepard Certified Translation Multiple Languages I had a great experience with Sure Translation! The process was fast, painless, and super easy from start to finish. The staff was professional, responsive, and delivered exactly what I needed. I really appreciate the excellent service — highly recommend them! Antonio Rodriguez Certified Translation Spanish to English I highly recommend Sure Translation Service! They offer excellent value for money, with prices significantly more affordable than most other providers I've used. The quality of the translations is consistently high, and their turnaround time is impressively fast, I received my documents back much quicker than expected Cheyenne Roberts Certified Translation Spanish to English I speak both English and Spanish, however, I couldn't legally translate my husband's birth certificate because it had to be certified. So, it is with authority that I say the translations we received from Sure Translation were accurate and returned to us efficiently! Thank you for your outstanding work. You are so appreciated! Ready to get started? Click below to begin your USCIS certified translation and receive an instant quote. Start My Translation The Blog Learn More About Certified Translation\", \"url\": \"https://www.suretranslation.com/uscis-certified-translation\", \"with\": [\"Get your USCIS certified translation for $18 Fast and reliable USCIS certified t\", \"Sure Translation leads with unbeatable $18/page certified translations\", \"One of our skilled translators, fluent in your chosen language pair\", \"I had a great experience with Sure Translation!\"], \"without\": [\"Documents We Tranlate\", \"Languages We Translate\", \"notarized translation\", \"Certificate of Translation Accuracy\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4992", "input": "https://foxxr.com/blog/how-much-does-seo-cost/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4992\", \"ground_truth_path\": \"source/test/ground-truth/4992.json\", \"ground_truth_sha256\": \"368e0ab097c64d80358c74c666428fd50232f231552a16aa2e2e5960cc243b1d\", \"html_path\": \"source/test/html/4992.html.gz\", \"html_sha256\": \"f90aeec1e1c0fb417a08b8f41afd5bad8360e99a7dd4defdb8e822be4dd0fd98\", \"page_type\": \"article\", \"reference\": \"Key Takeaways\\nAutomated Local SEO pricing generally runs between $300-500 per month.\\nSmall-scale SEO pricing packages range between $1,500-$2,500 per month.\\nComprehensive Local SEO services can be as much as $3,000-$5,000 per month.\\nMost businesses have budgets that range from $500/month to $10,000/month.\\nLarge SEO projects cost an average of $2,501-$5,000 per month. ( Ahrefs )\\nAverage hourly SEO services cost $100-$300 per hour.\\nSEO copywriting costs an average of $0.15 to $0.50 per word\\nLink profile audits typically cost between $500 to $7,500\\nSEO content audits typically cost between $500 to $7,500 each\\nFor small businesses, spend at least $500 per month on SEO to see results ( Search Engine Journal ).\\n12.96% of SEO practitioners reported they were working with budgets of more than $10,000. (SEJ State of SEO 2024)\\nNearly 48.9% of marketers expect their clients’ budgets to increase within the next 12 months (Search Engine Journal).\\nAt least 88% of those using SEO strategies will increase or maintain their investments. ( Hubspot )\\nBeware of an SEO agency that gives you a guarantee of results.\\nContent marketing costs 62% less Compared to traditional marketing programs. (DemandMetric)\\n\\nYour next customer won’t just “Google it.” Instead, they’ll ask an artificial intelligence source, and search engine optimization (SEO) will decide if you’re in the answer.\\n\\nLast year, small businesses allocated a significant portion of their marketing budget to SEO. According to Hubspot’s 2025 State of Marketing Report, SEO was one of the top three marketing channels for ROI.\\n\\nThis is only growing as AI becomes a bigger part of the picture. Up to 86% of SEO professionals are already integrating AI into their strategies, and 82% of enterprise SEO specialists plan to invest more in AI for better results. One of the biggest SEO landscape changes is the emphasis on Google’s “AI Overviews.” These are summaries generated by AI at the top of search results, and they now appear in over half of the keywords tracked by Backlinko.\\n\\nAI overviews and search results are the weave of the future. According to research by Gartner, traditional search engine volume will drop by 25% due to the use of AI chatbots and other virtual agents.\\n\\nAs a result, the best SEO services are evolving at lightning speed. We’re not just talking about search engines: we’re talking about generative engine optimization (GEO), and that’s changing how we spend our money on digital marketing as a whole.\\n\\nIf you’re one of those marketers looking to up your SEO (and GEO) game, you’re likely researching a great deal about SEO costs in 2025. That’s what we’re here to help you understand.\\n\\nWhether you have a big budget or a minuscule one, we’ll guide you toward the right paid SEO services and strategies for meeting AI search where it’s evolving.\\n\\nHow Much Does SEO Cost Exactly?\\n\\nWe know business owners are hoping for a straight answer here. You want a figure that will fit neatly into your monthly or annual budget. Unfortunately, it’s not that simple.\\n\\nThe reality is that the cost of SEO can differ dramatically depending on the SEO services you need or want. SEO package pricing differs based on many factors, such as the amount of content needed, expectations, projections for business growth, and the range of services required.\\n\\nYou should have a fairly good idea of what to expect when you get quotes for SEO pricing from marketing agencies – so you aren’t overcharged or surprised later on down the road.\\n\\nIn this guide, we want to help businesses of all sizes understand how to budget properly for top-quality SEO services – and avoid getting taken advantage of.\\n\\nHow Are SEO Prices Determined?\\n\\nTo obtain an accurate estimate of SEO pricing from a marketer or agency, you will first need to provide some information about your business. This will help an SEO marketer determine just how much work will be required, the type of content needed, and approximately how long projects should take to complete.\\n\\nSome of these important factors include (but are not limited to):\\nThe current state of your search presence\\nThe average revenue per sale\\nClose rate of leads to sales\\nCampaign goals\\nHow quickly you want to see results\\nHow the current marketing budget is allocated (such as percent of gross sales)\\n\\nThis partly explains why SEO pricing points can differ to such a great extent.\\n\\nHow Much Do Businesses Typically Spend on SEO Services?\\n\\nAccording to the Search Engine Journal’s State of SEO Agency Report in 2024, most businesses have budgets that range from $500/month to $10,000/month. However, that same report also indicates that nearly 48.9% of agency SEO professionals expect their clients’ budgets to increase at least a little within the next 12 months.\\n\\nThe Search Engine Journal also shared that businesses with budgets under $5,000/month were likely to allocate the highest percentage of their spending toward SEO-specific services – more than what they spent on paid media, social media, design, influencer marketing, etc.\\n\\nWhat Would Be a Fair Price for SEO Services?\\n\\nBe wary of a company offering their services for $150 a month or less, particularly when you consider that the average SEO specialist in 2025 is making upwards of $70,000 annually (according to Glassdoor). For such a low cost, a company or specialist is either relying on shady methods – such as link schemes – or will provide very few results.\\n\\nGenerally speaking, you should expect to pay a fair price of between $1,500 to $5,000 per month for large projects or between $100 to $300 for hourly services. Of course, these numbers and “fair” pricing can vary dramatically depending on your needs, requests, and location.\\n\\nOne thing to note is that clients who pay more for SEO services have tended to report higher satisfaction rates over the years. According to the Search Engine Journal’s State of SEO in 2024, 12.96% of SEO practitioners reported they were working with budgets of more than $10,000.\\n\\nIn many ways, search engine optimization services are a get-what-you-pay-for kind of deal.\\n\\nAre Monthly SEO Services the Better Option?\\n\\nWhen exploring SEO’s cost, know upfront that it will be a constant service or solution you need instead of a one-off option. Aside from your goals and aspirations for your business, SEO pricing is also impacted by the type of service you want. It’s impossible to consider this aspect without exploring the issue of quality.\\n\\nIt’s worth pointing out that most SEO tactics require monthly attention, including link-building and content marketing. SEO is not a one-time project; it must be constantly updated, analyzed, and adjusted to deliver the desired results.\\n\\nContent and links must be continuously upgraded and improved. This is why most business owners will be more than willing to pay a monthly retainer for a quality SEO service.\\n\\nHow Much Does Local SEO Cost?\\n\\nYou are likely marketing to a local customer base. If that’s the case, we imagine that you are probably asking yourself the question: how much does local SEO cost?\\n\\nThe good news is that local SEO is comparatively cheaper than global and national SEO services. You are dealing with a much smaller, more concentrated audience, and the competition is far lower. As a result, it’s not uncommon for local SEO campaigns to cost as little as $300 per month, depending on your needs.\\n\\nLike global and national SEO, the amount you pay will depend on the pricing models you are interested in and the search engine optimization package you need. Generally speaking, local SEO can be divided into three categories:\\n\\n1. Automated Local SEO ($300-$500 per month)\\n\\nThis is typically the cheapest option and will ensure that business information is provided to directories. This involves ensuring that all contact information – such as phone numbers, addresses, and email links – is correct on sites like Yelp or Yellow Pages.\\n\\nHowever, this alone will not boost your search ranking, since this is merely the necessary information that Google uses for geographical search results. Still, this can be enough to gain visibility if you only operate in one location and want to target customers within a specific city or state. These services would involve updating all business accounts on location-based sites and incorporating necessary links and information customers commonly search for. It does not involve content marketing or social media management.\\n\\n2. Small Scale Local SEO ($1,500-$2,500 per month)\\n\\nThese campaigns commonly involve creating highly targeted advertisements that run for a timeframe in a certain area. This often includes pay-per-click ads or social media campaigns that are highly localized to reach a geographic audience.\\n\\nSmall-scale SEO is designed for smaller businesses that service a limited area and only need to target customers within a certain mileage range. This is useful for keeping costs low while reaching a highly relevant audience.\\n\\nMost small-scale SEO services also include things like…\\nContent writing and marketing\\nRemarketing\\nLocal service ads\\n\\nThe key here is understanding how to optimize content to match local search intent and find clever ways to target audiences that meet the necessary criteria. While this is a bit more robust than automated SEO, small-scale local SEO marketers will help you cover the basics without getting into the real nitty-gritty of it all. This can be a great starting point, but it does not guarantee any rapid growth.\\n\\n3. Comprehensive Local SEO ($3,000 – $5,000 per month)\\n\\nMany clients are looking for a fairly comprehensive package that covers all aspects of SEO, including (but not limited to):\\nOn and offsite SEO (at least 4 hours per month)\\nBlog post optimization\\nLocal service ad management\\nMonthly reports and meetings\\nSocial media creation and posting (multiple times per week)\\nSEO and website audit\\nTechnical SEO audit\\nIn-Depth competitor’s analysis\\nContent audit and strategy\\nPaid search management\\nContent creation and marketing\\nReporting\\nGoogle Business Profile management\\nBrand management\\nSocial media\\nLink building\\nCitation optimization\\nManagement of online reviews\\n\\nIf you’re looking for a plan that includes all of these services, you’ll likely pay at least $1,500 per month. Most agencies will charge between $3,000 to $5,000 for these weekly services, especially if virtual meetings and reviews are scheduled.\\n\\nServices like this are more transparent in providing you with information on exactly where your marketing money is being spent. Comprehensive SEO focuses heavily on analysis reporting to track metrics – like online traffic growth, conversion rates, and visibility.\\n\\nReporting services provided with these more thorough local SEO services should focus on call tracking and conversions to help you clearly measure your ROI.\\n\\nOther key performance metrics included in comprehensive SEO tracking are:\\nRankings\\nBacklinks\\nAnalytics\\nPaid search\\nCompetition\\nWebsite health\\nGoogle Business Profile\\nReviews\\nCitations\\nSocial media engagement\\n\\nIt should be no surprise that local SEO packages will increase with more comprehensive services. However, they are intensive; detailed marketing campaigns offer far greater value and higher returns.\\n\\nWhat About AI in SEO Services?\\n\\nIn 2025 and beyond, SEO services are no longer limited to keyword research, backlinks, and technical audits.\\n\\nWith the rise of AI-driven search, optimization strategies now include Generative Engine Optimization (GEO): the new frontier for search. This means preparing your content to appear in AI-generated answers like Google’s AI Overviews or conversational assistants such as ChatGPT.\\n\\nConsidering that ChatGPT is already processing more than 5.3 billion visits per month, no business can afford to ignore the impact of AI assistants on their digital presence.\\n\\nThis shift has a direct impact on pricing for digital marketing services. Traditional SEO packages that ignore AI signals may be cheaper, but they risk leaving your business invisible in the spaces where customers are actually searching.\\n\\nBecause of this, agencies that include GEO in their offerings often price higher, but you’re paying for future-proof visibility. Generative search strategies may involve structured data, authoritative long-form content, and AI-friendly formatting, all designed to help your brand show up in AI summaries and not just in organic rankings.\\n\\nTL; DNR: When evaluating SEO pricing in 2025, don’t just compare costs. Ask whether AI integration and GEO are included. A slightly higher investment now could be the difference between being buried in outdated rankings and becoming part of the answers customers trust most.\\n\\nWhat Other Factors Contribute to SEO Pricing?\\n\\nBeyond the typical differentiation between company rates, SEO pricing packages can be impacted by various factors.\\n\\nIndustry\\n\\nSome industries are more likely to market online than others – and thus are more competitive. If you look at the most expensive keywords on Google, you will notice that lawyers related keywords dominated the list. Other industries with expensive and highly competitive keywords include (but are not limited to) medical offices, finance companies, locksmiths, car mechanics, real estate, marketing services, software companies, and home improvement businesses.\\n\\nIn some cases, the CPC (cost per click) for these highly competitive keywords can be over $1,000! Niche businesses tend to have the upper hand here since they can utilize longer keyword phrases or additional keywords with lower competition (and prices).\\n\\nThe SEO pricing for different industries is largely based on how many monthly searches a specific industry has.\\n\\nFor instance, a company seeing thousands of searches for their services a month will need to spend more on SEO packages—additionally, companies servicing an area where many similar businesses will need to spend more to outrank others.\\n\\nAdditionally, the specific tactics within each strategy will vary depending on the individual industry and each business’s goals. It’s essential to consider a holistic approach and integrate custom marketing strategies for optimal results.\\n\\nAverage Industry SEO Prices\\nHome Services: $1,500 – $2,500\\nHealthcare: $3,000 – $5,000\\nLaw: $2,500 – $5,000\\nSoftware & IT: $3,000 – $5,000\\neCommerce: $2,500 – $5,000\\n\\nGeographic Location\\n\\nEverything from the population of a city or what part of an area you are targeting will impact SEO pricing. Even individual factors can have an impact. For instance, snow tire services would be more competitive in Alaska compared to Florida or Southern California.\\n\\nOf course, more concentrated metropolitan areas will also have more competition. Costs for localized SEO packages in areas like New York City, Los Angeles, and Chicago will be far higher than for businesses that only want to target customers living in small nearby towns.\\n\\nWhat If You Have Multiple Locations?\\n\\nTypically, each location comes at an additional price, considering that the SEO team will need to conduct location-specific keywords.\\n\\nType of Service You Need\\n\\nSEO pricing will often be determined by whether you want to optimize your site for organic search, build up a review profile, produce lots of content, etc.\\n\\nThis can determine which type of SEO pricing structure is the best option for your business. For instance, if you merely need help setting up Google Business Profile accounts and optimizing site tags, this can be a one-time cost per project. If you need to build up a robust blog and want to gain higher rankings on the SERPs (Search Engine Results Pages), monthly services could be a better choice.\\n\\nCurrent Brand Awareness and Visibility\\n\\nSEO pricing can also change depending on where your brand currently stands in terms of awareness and visibility. If you are a brand-new company and starting from scratch, there will be a lot of leg work that needs to be done. On the other hand, if your business has been around for some time and already has an established search presence, you will need to focus more on optimization and maintenance.\\n\\nWebsite CMS and Existing Content\\n\\nThe type of Content Management System (CMS) a website employs and the state of its existing content can significantly impact the pricing of SEO services.\\n\\nDifferent CMS platforms have varying levels of flexibility and SEO-friendliness. Some may require more intricate technical optimizations for search engines, while others are inherently more search-engine-friendly. This can potentially affect the amount of work involved.\\n\\nIf a website has outdated or poorly optimized content, a comprehensive content overhaul may be necessary to align with current SEO best practices – and that usually comes with a hefty price tag.\\n\\nBusiness Goals & Objectives\\n\\nWhat is your company aiming to achieve through its online presence?\\n\\nIf you have ambitious targets, such as dominating a highly competitive market or rapidly expanding your customer base, your SEO strategy may need to be more sophisticated and resource-intensive than others. Complex goals tend to demand in-depth keyword research, content creation, technical optimization, and ongoing monitoring, leading to higher service costs.\\n\\nOn the other hand, businesses with more modest objectives or a focus on long-term growth might opt for a phased and gradual approach, which is often less expensive.\\n\\nUrgency of Results\\n\\nThe faster you need your results, the more you’ll pay for SEO services. A quicker turnaround time necessitates a more dedicated allocation of resources, including manpower, tools, and potentially paid advertising. As a result, the SEO provider will need to increase their prices as they attempt to deliver tangible results quickly.\\n\\nTarget Audience & Demographic\\n\\nThe cost of your SEO services is intricately tied to your target audience and demographic. Your agency will need to intimately understand the specific characteristics and preferences of the target audience to effectively tailor their strategies.\\n\\nFor instance, if a business caters to a niche market that is highly competitive, more intense (and expensive) SEO efforts may be required to stand out. Additionally, demographic factors such as age, location, and online behavior can influence the complexity of SEO campaigns. Targeting younger audiences or specific geographic locations may necessitate different strategies, impacting the overall cost of SEO services.\\n\\nThe Rise of Generative AI and Machine Learning in Search Engines\\n\\nLast year was a booming year for artificial intelligence, especially in the world of content marketing. Statista reports that at least 42% of marketing and media leaders are using AI tools a few times per week (or daily) when writing and generating content.\\n\\nAdditionally, Hubspot’s 2025 State of Marketing Report indicates that 19% of marketers plan to build an SEO strategy around generative AI search this year.\\n\\nAs AI tools advance, we can expect to see more and more impacts on search engine algorithms – and as a result, SEO services will likely need to evolve.\\n\\nWe’re already seeing a shift toward more sophisticated SEO strategies. The emphasis is on creating high-quality content that’s contextually relevant and optimizing for the human experience.\\n\\nAdditionally, more SEO agencies are employing natural language processing strategies and using AI to understand user behavior patterns. In some ways, AI will expedite the SEO process and help lower costs – but it will also highlight the need for high-quality, human-produced content in certain circumstances.\\n\\nExperience, Expertise, Authoritativeness, and Trustworthiness by Google\\n\\nEEAT, an acronym for Experience, Expertise, Authoritativeness, and Trustworthiness, is a set of criteria introduced by Google to evaluate the quality of content on the internet.\\n\\nAs the search engine king, Google continuously aims to deliver reliable and accurate information to users, and EEAT is a fundamental part of how its algorithm assesses the credibility of web pages.\\n\\nAdhering to EEAT principles often involves a more comprehensive, meticulous approach to content creation, optimization, and link-building. Establishing expertise requires in-depth industry knowledge, and authoritative content creation demands thorough research and thought leadership. Trustworthiness involves maintaining transparent and reliable information.\\n\\nSEO services that prioritize EEAT principles may require additional resources, including subject matter experts, content creators, and quality assurance processes, which can contribute to higher pricing. To meet Google’s standards, SEO professionals must also invest significant time and effort in crafting content that aligns with relevant search queries and demonstrates EEAT.\\n\\nAs a result, SEO pricing may reflect the elevated level of expertise and diligence needed to meet the standards set by Google’s EEAT guidelines.\\n\\nAre SEO Costs Different for Small Businesses?\\n\\nYou would be right to assume that an SEO campaign for small business owners can be comparatively cheaper than for a large company or corporation.\\n\\nHowever, multiple pricing models tend to allow business owners to choose the best solution. For instance, you can pay hourly and expect anything between $100 to $300. Alternatively, fixed-priced services can be anything between $1,000 to $5,000 per month.\\n\\nOn the flip side, you can choose a project-based package and expect to pay around $2,501 to $5,000 for various services. Again, these prices are determined by the previously mentioned SEO pricing factors and can vary for each business and project type.\\n\\nAgain, small business owners have no fixed cost to fall back on when asking: “ How much does SEO cost for small business needs? ” Instead, we recommend that you aim to spend at least $1,500 monthly on SEO to see results and improvements that you can take to the bank.\\n\\nWhat is the Return on Investment (ROI) of SEO?\\n\\nThere is no guaranteed ROI (return on investment) for SEO services. In fact, if an SEO agency gives you a guarantee of results, you should run!\\n\\nHowever, that’s not to say that a solid ROI is rare. According to Conductor’s 2025 State of SEO report, 91% of respondents stated that SEO positively impacted website performance and marketing goals in 2024.\\n\\nAdditionally, ROI rates can vary significantly depending on companies’ industries. Take a look at the three-year averages for the following industries and their break-even points, as provided by First Page Sage.\\n\\nWhile there is never a promised rate of return for SEO, the key is to be patient and consistent. Most companies begin to see returns within six months to a year of launching their SEO campaign.\\n\\nInvest in an SEO Agency That Will Boost Your Revenue\\n\\nIf you’re seeking an SEO company that can provide exceptional value, consider hiring a digital agency with decades of experience. They have a proven track record of delivering outstanding results for numerous companies.\\n\\nBottom Line: What This Means for Your SEO Budget\\n\\nWe hope this provides you with an insider’s account and allows you to understand the SEO pricing structures and the factors that impact how much you’ll pay. There is no one-size-fits-all budget for businesses that require SEO services. The cost is based on numerous factors – but the more that you are able (and willing) to spend on top-quality work, the greater the results and ROI can be.\\n\\nFrequently Asked Questions\\n\\nWhat is GEO, and does SEO work include it?\\n\\nGenerative Engine Optimization (GEO) is the process of optimizing content so it appears in AI-powered search results and answer engines like Google’s AI Overviews or ChatGPT. While traditional SEO focuses on ranking in search results, GEO helps your brand get cited in the AI-generated answers people now rely on.\\n\\nMany SEO providers include GEO strategies, like structuring content for AI summaries, using schema markup, and creating authoritative resources. However, others still focus only on traditional search rankings.\\n\\nIf you’re evaluating SEO services in 2025, ask specifically whether GEO is part of the package. Trust us: it needs to be.\\n\\nCan Monthly SEO Packages Include PPC Ads?\\n\\nYes, some packages do include monthly PPC ads. Most companies that are spending over $5,000 per month are also paying for PPC and retargeting, but it depends on the unique plan and what your SEO agency offers.\\n\\nAre Website Content Included in SEO Packages?\\n\\nA new site typically costs between $10,000 and $20,000 to develop, design, and launch. Therefore, brand new website content is typically considered an additional fee to SEO packages, although most agencies do tend to provide SEO services for their web design clients.\\n\\nHow Do You Determine Your Budget for SEO Services?\\n\\nYou might be wondering if “ How much does local SEO cost? ” is even the right question to ask.\\n\\nPerhaps a better alternative would be “ How much can or should I set aside for SEO? ”\\n\\nAccording to the 2024 CMO Survey results, businesses are projected to spend 1.6% more on digital marketing over the next 12 months. Another CMO report from Gartner in 2024 shared that search dominates a growing share (13.6%) of paid media spend, which occupies up to 57.1% of budgets in 2024 (up from 54.9% in 2023).\\n\\nSo, if you’re looking for a place to start planning your marketing budget, we often recommend aiming for at least 10% of your company revenue. Then, allocate at least 13% of that number to SEO strategies. Of course, this is a suggestion – your company’s unique needs and goals will dictate your budget more specifically.\\n\\nFirst and foremost – you must determine where you stand with your competitors and how much work you need to start outranking them.\\n\\nShould You Increase Your SEO Spending Budget Over Time?\\n\\nPaying upwards of $10,000 per month will provide a fully-managed SEO marketing campaign for your business. Ultimately, this will allow you to completely forget about promotion and leave it to an experienced team. You might be surprised to learn companies can spend up to $100K per month on SEO – depending on the keywords targeted and the level of competition.\\n\\nSo, high-quality SEO services can be cost-effective and provide a fantastic ROI. Also, note that it can take a while before you start to see measurable results from SEO. This is a marathon, not a sprint. The more effort you put into content creation, keyword inclusion, link-building, and other SEO strategies, you will see better results.\\n\\nHow Do Agencies Set Their Fees for SEO Services?\\n\\n1. Price Different Types of Services Separately\\n\\nMost agencies start by making a list of all the services they offer. Then, they price them all out separately. Whether it’s lead generation, SEO, or blog writing, they determine precisely what each service costs.\\n\\nThen, agencies create packages for services that pair well together. This encourages potential clients to purchase bundled services in an attempt to save money – but the agency will also reap a higher profit, creating a win-win situation.\\n\\n2. Allow Clients to Choose the Services They Want\\n\\nBy pricing your services separately, good agencies also give their clients the freedom to choose. Interested companies aren’t stuck choosing a certain package, and they can work around their budget to accommodate agency fees.\\n\\nClients like to feel like they’re in control, and hand-selecting their SEO services gives them that sense of security.\\n\\n3. Consider the Client’s Profitability\\n\\nMost agencies account for their client’s profitability when setting prices for their SEO services. They determine the client’s average revenue and how they can make their service fees affordable enough for individual companies.\\n\\nUltimately, SEO prices need to be reasonable – because if companies can’t afford them, that’s a problem. The best agencies strike a balance between what clients can pay and the value of their services.\\n\\nHow Do You Determine Your Competitor’s SEO Performance?\\n\\nIf your competitors outperform you in SEO, how can you stay informed about their strategies and actions? Many business owners think it’s impossible to tell how well the competition is performing locally – but the truth is that it’s quite simple.\\n\\nFirst, you must complete keyword research, exploring the top ten performers for your target keywords. Exploring stats and data like Traffic Value and Domain Authority can also provide a clear picture of your competitors’ performance – and what you’ll need to do to outrank them. Or, more importantly, how much you’ll need to spend.\\n\\nAccording to Forbes: “If a business can’t be discovered on the web, via multiple channels, then it’s losing its competitive advantage.”\\n\\nShould You Outsource Your SEO Marketing to an Off-Shore or Whitelabel Agency?\\n\\nIt depends. You’ll get what you pay for in many cases, so trying to cut corners on your SEO services won’t turn out well. Additionally, working with off-shore teams can incur the additional expenses associated with training the team and understanding cultural differences.\\n\\nThe benefit of hiring “state-side” is that there are no cultural barriers to overcome, which can save a substantial amount of time, energy, and money.\\n\\nWhat Should You Do if Your Budget is Tight?\\n\\nMany small business owners make a mistake by looking at SEO as a cost or even as a risk. Instead, SEO should be considered a long-term investment providing continuous value to you and your business.\\n\\nJust think about the power a fantastic piece of content on your website can have. According to the Content Marketing Institute’s 2025 report, at least 87% of B2B marketers report that their content marketing has helped them create brand awareness, and 74% say it has helped generate demand and leads.\\n\\nPaying for a talented SEO marketer to create a high-level piece of optimized content for your site can drive new leads for years and years. So, the one-time payment can pay off in the long run.\\n\\nWhile $500 is the bare minimum you should pay, small business owners should aim to expand their budget to somewhere between $1500 and $5000 for their monthly SEO budget.\\n\\nRemember, more experienced SEO professionals will provide a scalable service without missing any crucial elements, such as…\\nQuality content creation\\nLink building\\nConversion rate optimization\\nAccessibility and usability of your website\\nCustomer review management\\n\\nWhat Are Some Essential SEO Tools You Need If You’re Managing SEO In-House?\\n\\nSeveral tools can significantly enhance your in-house SEO efforts. Three popular options include:\\nSemrush Local: This comprehensive local SEO platform provides businesses with the tools and data they need to rank higher on maps and local search results. Features include listing management to distribute business data across directories, review management, rank tracking with heatmaps, and more. Pricing starts at $20 per month for the Basic location plan.\\nAhrefs: Renowned for its robust backlink analysis, Ahrefs also provides tools for keyword research, content exploration, and competitor research. Pricing starts at $129 per month.\\nBrightLocal: BrightLocal is a platform built specifically for local SEO, offering tools like citation building, reputation management, local search rank tracking, and Google Business Profile audits. Pricing starts at $39 per month.\\n\\nAre These Tools Worth the Investment?\\n\\nInvesting in the right SEO tools can save you time, provide valuable data and insights, and ultimately improve your website’s search engine rankings. While there is a cost associated with these tools, the potential return on investment can be significant. Weigh the costs against the benefits and choose a tool that aligns with your overall SEO strategy and budget.\\n\\nWhile you can implement many SEO strategies without specialized tools, they can streamline your efforts and provide data-driven insights that are difficult to obtain otherwise. These tools can be particularly helpful for tasks like keyword research, competitor analysis, and backlink tracking, which can be time-consuming to do manually.\", \"url\": \"https://foxxr.com/blog/how-much-does-seo-cost/\", \"with\": [\"Small-scale SEO pricing packages range between $1,500-$2,500 per month.\", \"3. Comprehensive Local SEO ($3,000 – $5,000 per month)\", \"There is no guaranteed ROI (return on investment) for SEO services. In fact, if \", \"Investing in the right SEO tools can save you time, provide valuable data and in\"], \"without\": [\"Future-Proof Your Marketing with Leading AI Solutions →\", \"Privacy Policy\", \"Cookie Policy\", \"Terms of Service\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4993", "input": "https://www.contractorgrowthnetwork.com/seo-pricing-guide-2023/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4993\", \"ground_truth_path\": \"source/test/ground-truth/4993.json\", \"ground_truth_sha256\": \"5cb2cd00a388ecb7b3d9ed208dcdf848a8d66ee9ef9fde002776d5e46d953af5\", \"html_path\": \"source/test/html/4993.html.gz\", \"html_sha256\": \"aec23921997045a6a7b601f6bf1288142ab998ebf90f45f45b402fd5ab612f5b\", \"page_type\": \"article\", \"reference\": \"How Much do SEO Services Cost?\\n\\nOn average, SEO services cost between $1,500 and $7,500 per month.\\n\\nHowever, the price of SEO services varies depending on several factors, like services purchased, payment model, and the service provider.\\n\\nOn the low end, SEO services can cost as little as $50. On the high end, SEO services can cost as much as $30,000.\\n\\nHow are SEO Prices Determined?\\n\\nMany factors contribute to SEO costs, like the skill set and experience of the SEO contractor or agency and the level of SEO competition in your industry. However, some factors are more important than others. Some critical factors for determining SEO cost are the SEO service provider, the pricing model the provider uses, the scope of your SEO project, and the services purchased.\\n\\nI will break down these four pricing factors in this article and provide pricing figures for each.\\n\\nHow the SEO Service Provider Impacts the Cost of SEO\\n\\nSEO services come in all shapes and sizes and so do the people and companies that provide them. SEO service providers can range from single individuals working as freelancers to large digital marketing agencies: Which SEO service provider you choose will considerably impact the cost of SEO.\\n\\nAs a standard rule, SEO agencies charge significantly more than SEO freelancers. SEO agencies, on average, charge twice as much as freelancers. However, they often offer more services as a part of their SEO packages. There are also SEO companies and freelancers overseas that charge considerably less than SEO providers in the United States.\\n\\nNote: be wary of extremely low SEO pricing, especially if the provider guarantees results. Cheap SEO providers are often low-quality and sometimes outright scams.\\n\\nHow SEO Pricing Models Affect the Price of SEO\\n\\nAnother critical factor in SEO pricing is the payment model.\\n\\nThere are several models for SEO pricing, with the most common being:\\n\\nHourly rate\\n\\nMonthly retainer\\n\\nProject-based pricing\\n\\nPerformance-based pricing\\n\\nMonthly retainer pricing is the most common system used by agencies. According to a survey, 87% of SEO agencies offer monthly retainer pricing, while only 15% offer performance-based pricing.\\n\\nWhat pricing model your SEO service provider uses will impact the cost of SEO services.\\n\\nAverage SEO Cost: Broken Down by Pricing Model and Service Provider\\n\\nHow Much Does SEO Cost Per Hour?\\n\\nSEO agencies charge an average of $100 – $350 per hour.\\n\\nSEO consultants charge an average of $75 – $250 per hour.\\n\\nSEO freelancers charge an average of $50 – $100 per hour.\\n\\nHow Much Does SEO Cost Per Month?\\n\\nSEO agencies charge an average of $2,500 – $10,000 per month.\\n\\nSEO consultants charge an average of $1,000 – $5,000 per month.\\n\\nSEO freelancers charge an average of $500 – $2,000 per month.\\n\\nHow Much Does SEO Cost Per Project?\\n\\nSEO agencies charge an average of $5,000 – $30,000 per project.\\n\\nSEO consultants charge an average of $1,500 – $3,500 per project.\\n\\nSEO freelancers charge an average of $1,000 – $2,000 per project.\\n\\nHow SEO Project Scope Impacts the Price of SEO Services\\n\\nAnother factor that will impact SEO pricing is project scope. SEO campaigns generally fall into three categories:\\n\\nLocal SEO campaigns\\n\\nNational SEO campaigns\\n\\nInternational SEO campaigns\\n\\nLocal SEO campaigns increase local search visibility and website traffic; these campaigns are generally the cheapest of the three.\\n\\nNational campaigns will cost considerably more than local ones because they work to reach far more people and are more difficult to orchestrate and implement.\\n\\nInternational SEO campaigns work to reach audiences in multiple countries and often various languages; these campaigns can be costly. International SEO campaigns are not necessarily more expensive than national campaigns.\\n\\nSEO pricing: Broken Down by Project Scope\\n\\nHow Much Does Local SEO Cost?\\n\\nThe average local SEO campaign costs approximately $500 – $1,000 per month.\\n\\nHow Much Does National SEO Cost?\\n\\nThe average national SEO campaign cost around $2,500 – $7,500 per month.\\n\\nHow Much Does International SEO Cost?\\n\\nThe average international SEO campaign will cost $1,000 – $8,000 per month. The cost of international SEO campaigns will vary widely depending on the countries and languages targeted in the campaign.\\n\\nHow SEO Services Purchased Impact the Cost of SEO\\n\\nSEO is a broad category that includes various services and activities. Which SEO services you purchase will considerably impact the price of SEO.\\n\\nBasic SEO packages will cost less but produce more meager results. In contrast, high-end SEO packages can be pricy but should have a more pronounced impact. Additionally, SEO for eCommerce sites will add additional costs.\\n\\nSEO Pricing: Broken Down by Services Purchased\\n\\nHow Much Does Basic SEO Cost?\\n\\nThe average basic SEO plan will cost $500 – $2,500 per month.\\n\\nServices Included:\\n\\nKeyword Research\\n\\nSearch Title Creation\\n\\nMeta Description Creation\\n\\nAnalytics Setup\\n\\nContent Optimization\\n\\nListing Distribution\\n\\nOn-page Optimization\\n\\nBasic Technical Optimization\\n\\nHow Much Does Enterprise SEO Cost?\\n\\nThe average enterprise SEO plan will cost $3,000 – $20,000 per month.\\n\\nServices Included:\\n\\nKeyword Research\\n\\nSearch Title Creation\\n\\nMeta Description Creation\\n\\nAnalytics Setup\\n\\nContent Writing & Optimization\\n\\nCitation management\\n\\nGoogle Business Profile Management\\n\\nOn-page Optimization\\n\\nAdvanced Technical Optimization\\n\\nInternal Linking\\n\\nConversion Rate Optimization\\n\\nUX/UI Improvements\\n\\nLink Building\\n\\nSchema Markup\\n\\nHow Much Does eCommerce SEO Cost?\\n\\nThe average eCommerce SEO plan will cost $2,500 – $15,000 per month.\\n\\nServices Included:\\n\\nKeyword Research\\n\\nSearch Title Creation\\n\\nMeta Description Creation\\n\\nAnalytics Setup\\n\\nContent Writing & Optimization\\n\\nCitation management\\n\\nGoogle Business Profile Management\\n\\nOn-page Optimization\\n\\nAdvanced Technical Optimization\\n\\nInternal Linking\\n\\nConversion Rate Optimization\\n\\nUX/UI Improvements\\n\\nLink Building\\n\\nProduct Descriptions\\n\\nSchema Markup\\n\\nProduct Page Creation\\n\\nSo, How Much Does SEO Actually Cost in 2022?\\n\\nThe answer: It depends\\n\\nThe quality of SEO services and service providers varies widely, and so do the prices. As a general rule of thumb, you get what you pay for when it comes to SEO.\\n\\nSuppose you find someone offering SEO for $50 bucks a month; it’s probably not going to be very effective. However, that doesn’t mean you need to spend $30,000 to get results.\\n\\nWhen considering what SEO service you want to purchase, first consider your needs and then buy the service that meets those needs.\\n\\nFor example, a local SEO campaign will be ideal if you run a local coffee shop. In contrast, an up-and-coming SaaS company that wants to sell its product nationwide will want to run a national campaign.\\n\\nOnce you know what kind of SEO campaign you need, use the average pricing laid out in this article to shop around for the right service.\\n\\nWant to Learn More About How SEO Can Help Your Business?\\n\\nContact us. We will be happy to speak with you about our SEO Services.\", \"url\": \"https://www.contractorgrowthnetwork.com/seo-pricing-guide-2023/\", \"with\": [\"However, the price of SEO services varies depending on several factors, like ser\", \"SEO consultants charge an average of $75 – $250 per hour.\", \"The average international SEO campaign will cost $1,000 – $8,000 per month. The \", \"Want to Learn More About How SEO Can Help Your Business?\"], \"without\": [\"Market Research & Strategy\", \"Website Design & Development\", \"Skip to content\", \"SEO for Remodelers\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4995", "input": "https://www.searchbloom.com/blog/how-much-does-it-cost-to-hire-an-seo-company/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4995\", \"ground_truth_path\": \"source/test/ground-truth/4995.json\", \"ground_truth_sha256\": \"feba3b81684e3b57d2ddc7e200535c178a03df144b976383336e0bc7d05e2e2c\", \"html_path\": \"source/test/html/4995.html.gz\", \"html_sha256\": \"863b5a627318300440d0b91ea9e678236aa566e05a40fb4ead6210d7957abfb5\", \"page_type\": \"article\", \"reference\": \"A practical pricing guide that explains real ranges, what you get at each tier, and how to forecast ROI in an AI centered search environment. Built on Searchbloom’s A.R.T. and MERIT approaches with a partner first mindset.\\n\\nPricing varies by goals, competition, and scope. This guide explains the drivers and the tradeoffs.\\n\\nThere is no single monthly fee that fits every business. The right number depends on competitive pressure, site complexity, brand authority, internal resources, and the speed you want to move. This guide lays out current price ranges, the deliverables that should come with those ranges, and the hidden work buyers often miss when comparing proposals. You will also see how AI search and answer engines affect the real cost of doing SEO well in 2025.Searchbloom works with partners, not clients. White glove service. Clear deliverables. Full transparency. The mission is simple. Become the most trusted, transparent, and results driven search marketing agency in the world. If that is what you are looking for, this will help you plan an investment that maps to outcomes.\\n\\nTypes of SEO and How Pricing Differs\\n\\nEvery program fits into one or more of these categories. The type determines the depth of technical work, content volume, authority building, and analytics required. That is why prices vary widely.\\n\\nLocal SEO\\n\\nLocal intent, service areas, and map pack visibility drive results. Work includes Google Business Profile optimization, location pages, local signals, reviews, and citations. See Local SEO services and Google Business Profile optimization.\\n\\nNational SEO\\n\\nCategory visibility without geo modifiers. Requires deeper editorial planning, high quality content, strong internal linking, and authority growth. See National SEO.\\n\\nEcommerce SEO\\n\\nProduct discovery depends on clean architecture, filters, schema, and intent aligned templates. Close collaboration with CRO matters. See Ecommerce SEO.\\n\\nEnterprise SEO\\n\\nLarge catalogs, multi brand, multi region, or complex governance. Requires senior technical leadership, data pipelines, content at scale, and coordinated outreach. See Enterprise SEO services.\\n\\nTechnical SEO\\n\\nIndexation control, rendering, performance, canonical logic, structured data at scale, replatforming, and release QA. See Technical SEO.\\n\\nSEO Pricing Models\\n\\nMost growth programs use a monthly retainer. Project work and advisory hours often complement the retainer for migrations or discoveries. Here is how common models trade control, pace, and clarity.\\n\\nModel How It Works Best For Watch Outs\\nMonthly Retainer Fixed fee for a defined scope and cadence with quarterly planning Ongoing growth with a mix of technical, content, and outreach Require scope clarity and change control to avoid drift\\nProject Based One time fee for a migration, audit, or sprint with a fixed deliverable set Replatforms, diagnostics, or proof of concept Needs a follow up plan if growth is the goal\\nHourly Advisory Senior guidance and reviews billed by the hour Teams with strong internal execution that need a second set of eyes No execution unless the team implements the guidance\\nPerformance Tied Fee aligned to conversions or revenue with pre agreed measurement Mature tracking and long horizons Attribution needs to be clean to prevent disputes\\nHybrid Retainer with project or advisory blocks for surges Programs that evolve quarter by quarter Requires strong planning and change control\\n\\nTypical Costs by Provider Type\\n\\nThese are common monthly ranges in 2025 for North America. The high end reflects competitive categories, complex catalogs, international work, and deep technical needs. Ranges align with public industry reports and live market observations.\\n\\nProvider Type Typical Monthly Range Strengths Limits\\nFreelancer or Solo Consultant $500 to $2,500 Entry price, flexible bandwidth, useful for light audits and discrete fixes Limited scale, single point of failure, narrow specialization\\nSmall Agency $2,500 to $7,500 Broader skill set, basic content and technical capability, project management Scaling across many categories can strain senior oversight\\nMid Size Agency $7,500 to $20,000 Dedicated pods, strategy plus execution, reporting with goals and QA Guard against padded deliverables and vague scope language\\nEnterprise Agency $20,000 to $100,000+ Deep specialization, integrations, international targeting, custom analysis High cost. Confirm the layers map to real needs\\n\\nWhat You Get at Each Spend Level\\n\\nUse this as a sense check. Exact deliverables depend on goals and starting point, but you should expect clarity on outputs and cadence at each tier.\\n\\n$2,000 to $5,000 per month\\n\\nTechnical baseline audit with priority fixes and a short punch list\\n\\nKeyword mapping for core templates, basic content plan, and a light refresh cycle\\n\\nFoundational schema, internal linking updates, and on page improvements\\n\\nSimple dashboards with goal tracking and monthly updates\\n\\n$5,000 to $10,000 per month\\n\\nDeeper analysis with consolidation and pruning where needed\\n\\nEditorial calendar with briefs, production workflow, and refresh lanes\\n\\nEntity focused schema and knowledge panel support where applicable\\n\\nOutreach or digital PR hours with reasonable placement goals\\n\\nQuarterly planning with theme targets and backlog grooming\\n\\n$10,000 to $25,000 per month\\n\\nFull A.R.T. coverage across authority, relevance, and technology\\n\\nTopic clusters, collection page tuning, faceted navigation controls, and rules for scalable internal links\\n\\nContent refresh at volume with change logs and version control\\n\\nGrowth dashboards tied to pipeline and revenue where possible\\n\\nCross team rituals with product, dev, and PR\\n\\n$25,000+ per month\\n\\nEnterprise architecture, international markets, or multi brand governance\\n\\nData pipelines, log analysis, and release QA tied to sprint cycles\\n\\nResearch assets for mentions and citations across trusted sources\\n\\nSenior advisory embedded with leadership on roadmap and resourcing\\n\\nCost Drivers That Change the Quote\\n\\nCompetition: strong incumbents require more content, outreach, and PR to win share\\n\\nSite size and technical debt: parameter sprawl, crawl waste, template duplication, or heavy client side rendering can expand scope\\n\\nContent volume and refresh: new content plus systematic updates to keep key URLs current\\n\\nOutreach and PR: research assets, pitching, and relationship management add hours\\n\\nIntegrations: Shopify apps, headless frameworks, CRM and CDP connections require engineering time\\n\\nInternational: hreflang, localization, and market research raise complexity\\n\\nReporting depth: executive views and clean attribution require careful setup\\n\\nAI, Answer Engines, and 2025 Pricing\\n\\nAutomation lowers the cost of some tasks and increases the need for expert judgment in others. Generative tools speed clustering, internal link suggestions, page checks, and schema recommendations. Senior analysts still make the calls that matter. Topic selection. Brief quality. Entity alignment. Evidence curation.\\n\\nSearchbloom plans and prices work with A.R.T. We guide decisions with MERIT. Mentions create social proof in places buyers trust. Evidence publishes sources others can cite with confidence. Relevance delivers complete, intent aligned coverage. Intent steers information and calls to action. Trust shows up in expertise, clarity, and consistency.\\n\\nIn House vs Agency vs Hybrid\\n\\nAn internal team offers control and domain knowledge but carries higher fixed cost across several roles. Agencies scale skills across programs and absorb tool costs. Hybrid models are common. The right choice depends on goals, time to value, and the availability of senior talent.\\n\\nTeam Option Typical Annual Cost What You Get When It Fits\\nIn House $300,000 to $450,000+ Manager, technical, strategist, content, tools, overhead Large programs with predictable long term scope\\nAgency $60,000 to $1,200,000 Cross functional pod, senior oversight, reporting, tools Companies that want outcomes without hiring a full stack\\nHybrid Varies Internal lead with an agency for scale and specialization Teams that need flexibility and surge capacity\\n\\nSEO ROI Modeling You Can Defend\\n\\nAnchor the model to conservative inputs and track the assumptions openly.\\n\\nInputs: organic sessions, qualified lead rate, close rate, average customer value, margin, time to value, and contribution from assisted conversions\\n\\nExample: $10,000 per month for 12 months equals $120,000 invested. If SEO produces 25 qualified leads per month at a 20 percent close rate and an average customer value of $2,500, that is five closed customers per month worth $12,500. That is break even in direct monthly terms with compounding value as content ranks across more intents and supports assisted conversions over time.\\n\\nConfidence range: track high and low bands with a shared sheet so finance and marketing stay aligned\\n\\nPricing by Service Type\\n\\nThese ranges reflect observed market rates and program structure in 2025. Use them to plan, then request a proposal that ties numbers to outputs and milestones.\\n\\nLocal SEO\\n\\nTypical range: $2,000 to $6,000 per month\\n\\nGoogle Business Profile optimization, category and product setup, posts, and Q and A\\n\\nLocation pages with unique signals and service area coverage\\n\\nLocal links and citation management\\n\\nReview strategy with request flows and response guidelines\\n\\nExplore Local SEO and Google Business Profile optimization.\\n\\nNational SEO\\n\\nTypical range: $5,000 to $15,000 per month\\n\\nTopic clusters with hub and spoke architecture\\n\\nEditorial calendar, research backed briefs, and refresh lanes\\n\\nInternal linking rules and entity focused schema\\n\\nDigital PR for authority growth with realistic placement goals\\n\\nSee National SEO.\\n\\nEcommerce SEO\\n\\nTypical range: $7,500 to $25,000 per month\\n\\nArchitecture tuning and faceted navigation controls\\n\\nCollection and product template optimization with structured data\\n\\nProgrammatic internal linking and scalable content patterns\\n\\nOngoing CRO collaboration for conversion lift\\n\\nLearn about Ecommerce SEO.\\n\\nEnterprise SEO\\n\\nTypical range: $20,000 to $100,000+ per month\\n\\nGlobal and multi brand governance, release QA, and sprint rituals\\n\\nData pipelines for content and performance analysis\\n\\nResearch assets that earn mentions and citations\\n\\nAdvanced technical SEO with direct collaboration with devs\\n\\nSee Enterprise SEO services.\\n\\nEnterprise SEO Growth Example\\n\\nLong term programs win by stacking small gains across technical improvements, content, and authority until momentum compounds.\\n\\nTechnical SEO Projects\\n\\nTypical range: $5,000 to $60,000+ per project\\n\\nMigrations and replatforms with redirect maps and parity checks\\n\\nLog analysis, crawl budget management, and parameter controls\\n\\nRendering audits with server side, pre render, or hydration strategies\\n\\nStructured data design and validation at scale\\n\\nMore on Technical SEO.\\n\\nDeep Dive: Types of SEO and Pricing Implications\\n\\nPricing follows complexity. Complexity follows intent, templates, markets, and the number of systems that must work together. Use this section to estimate relative difficulty before you compare proposals.\\n\\nLocal SEO: Signals That Move Map and SERP Visibility\\n\\nGoogle Business Profile depth: categories, services, products, photos, videos, posts, attributes, and Q and A. See Google Business Profile optimization.\\n\\nLocation pages: unique copy, local proof points, localized FAQ, embedded reviews, service area markup.\\n\\nReview system: request triggers, response guidelines, tagging, and routing for service recovery.\\n\\nCitations and local links: industry directories, local sponsorships, chambers, meetups, and media.\\n\\nPricing effect: smaller budgets can work when competition is light. Add spend in dense metro areas.\\n\\nNational SEO: Topic Ownership and Brand Authority\\n\\nTopical structure: pillar pages with supporting articles that address questions, objections, and use cases.\\n\\nEntity clarity: schema, internal links, glossary terms, expert bios, and consistent definitions.\\n\\nEditorial operations: briefs, subject matter expert review, inline sourcing, refresh calendar.\\n\\nPromotion: useful research assets and outreach to earn mentions and references.\\n\\nPricing effect: content velocity and quality controls drive cost more than pure page counts.\\n\\nEcommerce SEO: Architecture, Scale, and Conversion Fit\\n\\nIA and filters: collection taxonomy, facet rules, crawl control, and canonical logic.\\n\\nTemplates: product, collection, brand, comparison, and guide templates with intent aligned modules.\\n\\nData quality: attributes, availability, shipping, price, and variant data for accurate schema.\\n\\nConversion fit: reviews, trust badges, delivery clarity, returns, financing, and merchandising rules.\\n\\nPricing effect: catalog size and filter logic have a larger impact than product count alone.\\n\\nEnterprise SEO: Governance and Systems Integration\\n\\nRelease rituals: ticket templates, QA checklists, parity checks, and rollback plans.\\n\\nData pipelines: log files, crawl data, analytics, CRM, and business intelligence views.\\n\\nInternational: hreflang, localization, shipping and tax disclosures, and regional content rules.\\n\\nStakeholder alignment: product, dev, PR, brand, and legal working from one prioritized roadmap.\\n\\nPricing effect: senior time and change management dominate the estimate more than raw page counts.\\n\\nTechnical SEO: Hidden Work That Prevents Waste\\n\\nRendering: server side, pre render, or hydration strategies with measurable outcomes.\\n\\nIndexation control: robots, canonicals, pagination, parameters, and duplicates.\\n\\nPerformance: LCP, CLS, INP, and asset budgets enforced with build time checks.\\n\\nSchema at scale: collection rules, product feeds, FAQ, and how to content where it fits.\\n\\nPricing effect: one time projects are common, but ongoing governance protects gains.\\n\\nDeep Dive: Pricing Models With Example Scenarios\\n\\nModel Scenario Pros Tradeoffs\\nMonthly Retainer National B2B brand needs content, outreach, and ongoing technical work for 12 months Predictable capacity, quarterly planning, compounding gains Requires clear scope and change control to avoid drift\\nProject Based Shopify replatform with redirect mapping, parity checks, and post launch QA Clear deliverables, fixed cost, easy to schedule Growth stalls without a post launch plan and content cadence\\nHourly Advisory Strong internal team needs senior reviews and migration oversight High leverage senior time, flexible engagement No execution unless the team implements the guidance\\nHybrid Ecommerce brand runs a retainer plus quarterly projects for seasonal scale Capacity flexes with demand, preserves momentum Requires strong planning to avoid team fatigue\\n\\nBenchmark Details: Provider Types and Capacity Expectations\\n\\nRanges are helpful, but capacity sets expectations. Ask for hours, roles, and outputs. Use this as a sanity check when comparing proposals.\\n\\nProvider Type Indicative Monthly Capacity Typical Outputs Notes\\nFreelancer 10 to 30 hours Audit lite, a few on page fixes, small briefs, limited reporting Great for targeted tasks. Risk if workload spikes.\\nSmall Agency 25 to 60 hours Technical fixes, a few briefs, edits, and outreach attempts Senior oversight may be thin. Verify QA process.\\nMid Size Agency 40 to 120 hours Pod with content, technical, and outreach capacity plus reporting Ask for role mix and example dashboards.\\nEnterprise Agency 100 to 300+ hours Senior strategy, cross functional execution, and integrations Confirm that layers map to outcomes, not ceremony.\\n\\nDeliverables Examples With Acceptance Criteria\\n\\nClear acceptance criteria prevent rework and protect timelines. Here are examples you can borrow for your contracts.\\n\\nTechnical Audit Acceptance Criteria\\n\\nIncludes crawl results, indexation map, duplicate clusters, canonical logic, and parameter inventory\\n\\nLists prioritized fixes with severity, effort, and expected impact\\n\\nProvides implementation steps with code samples where applicable\\n\\nIncludes a validation plan with checkpoints and responsible roles\\n\\nContent Brief Acceptance Criteria\\n\\nStates search intent, audience, reading level, and stage in the journey\\n\\nIncludes outline, sources to cite, terms to define, and questions to answer\\n\\nDefines internal links to add and URLs to avoid cannibalization\\n\\nLists schema opportunities and notes for images and captions\\n\\nOutreach Asset Acceptance Criteria\\n\\nDescribes the dataset, method, and charts with reproducible steps\\n\\nIncludes a short abstract and three headline angles for pitching\\n\\nMaps target publications and author roles with contact conventions\\n\\nDefines a calendar with follow up windows and a reporting format\\n\\nCost Drivers With Simple Calculators\\n\\nUse these quick rules to estimate lift before you request a formal quote.\\n\\nContent Production Calculator\\n\\nStart with 2 to 4 new pages per week for national programs. Double that if the category has heavy incumbents\\n\\nPlan to refresh 15 to 25 percent of existing content per quarter for stability\\n\\nExpect 4 to 6 hours per high quality page including research, writing, editing, and publishing\\n\\nOutreach Effort Calculator\\n\\nPlan 10 to 20 hours to create a credible research asset worth pitching\\n\\nExpect 20 to 40 personalized pitches for a handful of quality placements\\n\\nTrack outcomes by publication tier, not raw link counts\\n\\nTechnical Governance Calculator\\n\\nReserve 8 to 16 hours per month for release reviews and fixes on active sites\\n\\nSchedule a deeper audit after any significant template or routing change\\n\\nSet alerting for indexation anomalies and performance regressions\\n\\nAI and Automation: What It Changes and What It Does Not\\n\\nAutomation helps: clustering, internal link suggestions, duplicate detection, template checks, and schema recommendations\\n\\nHuman decisions matter: what to publish, where to invest, how to source evidence, and how to protect brand trust\\n\\nBudget guidance: savings from automation are best reinvested into expert review, research assets, and higher quality briefs\\n\\nStaffing Patterns: In House, Agency, and Hybrid\\n\\nPattern Core Roles Strengths Risks\\nAll In House Manager, technical, strategist, writer editor, outreach, analyst Domain depth, fast iteration, tight integration Hiring lead times, skill gaps, tool overhead\\nAgency Led Agency pod plus internal product or marketing owner Scale and specialization with defined outputs Requires access, governance, and strong change control\\nHybrid Internal lead, agency for content and technical, PR for media Flex capacity and share tools, faster time to value Coordination costs if rituals are weak\\n\\nROI Examples and Sensitivity Checks\\n\\nKeep ROI honest with a range. Use a base case, a conservative case, and an upside case so finance is aligned with marketing.\\n\\nLead Gen Example\\n\\nSpend: $12,000 per month for 12 months equals $144,000\\n\\nLeads: 30 qualified leads per month at 18 percent close rate equals 5.4 customers\\n\\nValue: $3,000 average customer value equals $16,200 per month gross value\\n\\nResult: positive within year one with compounding gains from content and brand searches in year two\\n\\nEcommerce Example\\n\\nSpend: $18,000 per month for 12 months equals $216,000\\n\\nTraffic: 60,000 incremental sessions per quarter by Q4 with 1.6 percent conversion and $110 AOV\\n\\nValue: $105,600 incremental revenue per quarter by Q4, growing from a smaller base earlier in the year\\n\\nResult: break even by late year one with strong upside in year two as collection pages mature\\n\\nWhat a Fair Contract Looks Like\\n\\nClear scope and capacity: hours or outputs by function with examples\\n\\nQuarterly plan: themes, targets, checkpoints, and a simple change process\\n\\nOwnership: you own the content, code, and assets produced\\n\\nExit friendly terms: Searchbloom uses short agreements. No long term contracts. Most partners start with 3 to 6 months and extend based on results\\n\\nReporting: KPI tracking, goal views, and executive summaries\\n\\nPricing Red Flags to Avoid\\n\\nGuaranteed rankings or secret hacks\\n\\nUnclear deliverables or missing capacity numbers\\n\\nCheap bulk links or automated content farms\\n\\nNo roadmap or quarterly checkpoints\\n\\nNo access to data, briefs, or change logs\\n\\nHow to Budget for 2025 and 2026\\n\\nStart with outcomes. Tie the plan to revenue or pipeline goals\\n\\nFund content and refresh cycles. New and updated pages work together\\n\\nReserve time for technical upkeep. Small fixes prevent big problems\\n\\nPlan for outreach. Mentions and citations make authority durable\\n\\nExpect six to twelve months before compounding gains are obvious\\n\\nSEO Pricing FAQs\\n\\nHow much does SEO cost per month in 2025\\n\\nMost professional retainers range from $2,500 to $20,000 per month. Enterprise programs can exceed $100,000 in competitive markets or when international targeting and complex integrations are required.\\n\\nIs project pricing better than a retainer\\n\\nProjects fit audits and migrations. Retainers fit sustained growth because content, authority, and technical improvements require cadence. Many organizations use a hybrid that starts with a project and moves into a retainer.\\n\\nWhat should be included in an SEO proposal\\n\\nScope by function, capacity or outputs, timeline, reporting plan, ownership terms, change control, and exit terms. Ask for examples of briefs, dashboards, and code or content standards.\\n\\nHow fast will I see results\\n\\nTechnical fixes can show early gains in weeks. Durable category gains typically require months. The strongest results come as content and authority compound over time.\\n\\nHow does Searchbloom keep work transparent\\n\\nWe plan with A.R.T. and guide decisions with MERIT. You get direct access to analysts, change logs for content and technical work, and reporting tied to meaningful outcomes.\", \"url\": \"https://www.searchbloom.com/blog/how-much-does-it-cost-to-hire-an-seo-company/\", \"with\": [\"Pricing varies by goals, competition, and scope. This guide explains the drivers\", \"Typical range: $5,000 to $15,000 per month\", \"Enterprise Agency 100 to 300+ hours Senior strategy, cross functional execution,\", \"How does Searchbloom keep work transparent\"], \"without\": [\"Search Engine Optimization Services\", \"Ecommerce SEO Services\", \"National SEO Services\"]}"} {"category": "article", "family": "main-content-extraction", "id": "4997", "input": "https://www.arcintermedia.com/knowledge-base/seo-and-organic-reach/how-much-do-seo-agencies-charge/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"4997\", \"ground_truth_path\": \"source/test/ground-truth/4997.json\", \"ground_truth_sha256\": \"48772e8b1c38ccfdbb33997da97989cf50b42db5ac11226ed1ac65dcf11cc80c\", \"html_path\": \"source/test/html/4997.html.gz\", \"html_sha256\": \"57d7dd4cc4df269c503bb3bbf1a39a23edbcc8a3286971c8ce0a6e519e36c174\", \"page_type\": \"article\", \"reference\": \"According to Arc Intermedia, SEO agencies typically charge between $1,500 and $7,000 per month, meaning pricing can vary widely based on several factors. Here’s your comprehensive 2025 guide to SEO pricing, including what affects the cost and what to watch out for.\\n\\nMonthly Retainers\\nThe average cost of monthly SEO services from an agency is about $3,200.\\nFor small to midsize businesses, monthly retainers often range from $1,500 to $5,000.\\nBudget options: Some agencies may charge as low as $500 per month (usually low quality – you really do get what you pay for).\\nHigh-end agencies: $10,000+/month for more comprehensive services.\\n\\nHourly SEO Rates\\nBased on recent data, the average hourly rate for SEO services is $125.\\nMost agencies charge between $150 to $250 per hour for SEO consulting.\\nIdeal for businesses needing consulting or small-scope help.\\n\\nProject-Based Pricing\\nOne-time, consulting SEO projects typically cost between $5,000 to $30,000.\\nOften includes audits, migration support, or strategic consulting.\\nLess common, as SEO is typically ongoing to be effective.\\n\\nFactors affecting how much companies charge for SEO agencies include the agency’s reputation and experience, scope of services provided, size and complexity of the client’s website, competitiveness of targeted keywords, geographic location of the agency, and more.\\n\\nIt’s important to note that higher-priced agencies often deliver better results, with companies spending below $500 per month often expressing dissatisfaction with the service. Reputable agencies with experienced SEO professionals should make themselves available, explain exactly what work they’re doing, and be completely transparent with their reports via thorough reporting.\\n\\nSEO Pricing Variants\\n\\nOverseas SEO Providers\\nRates can drop to $10 – $50/hour.\\nLanguage, strategy, and transparency barriers may be common.\\n\\nFreelance SEO Professionals\\nTypically charge $50 – $150/hour.\\nGreat for piecemeal work but may lack cohesive, long-term strategy.\\n\\nGuaranteed SEO Packages\\nOften too good to be true.\\nGoogle warns against “guaranteed” results. Risky and may include black-hat tactics.\\n\\nTemplated SEO Services\\nCost-efficient, starting as low as $250/month.\\nUsually one-size-fits-all and lacks personalization or effectiveness.\\n\\nEcommerce SEO\\nMore complex = higher cost.\\nExpect $3,000 – $10,000+/month for serious SEO with product optimization, technical SEO, and CRO alignment.\\n\\nLocal SEO\\nMore affordable: $500 – $2,000/month.\\nOptimized for maps, directories, reviews, and service area queries.\\n\\nKey Takeaways\\nBeware of ultra-low-cost SEO (< $500/month)—often ineffective.\\nSEO is a long-term strategy; expect at least 3–6 months for results.\\nOverseas options may save money but pose quality risks.\\nEcommerce SEO = expensive due to complexity.\\nLocal SEO is affordable and highly effective for small businesses.\\nOne-time SEO projects are rare and usually for audits.\\nAvoid agencies promising guaranteed results.\\n\\nCall 484-960-7337 to learn more about how much SEO agencies, such as Arc Intermedia cost.\", \"url\": \"https://www.arcintermedia.com/knowledge-base/seo-and-organic-reach/how-much-do-seo-agencies-charge/\", \"with\": [\"The average cost of monthly SEO services from an agency is about $3,200.\", \"Often includes audits, migration support, or strategic consulting.\", \"Expect $3,000 – $10,000+/month for serious SEO with product optimization, techni\", \"Avoid agencies promising guaranteed results.\"], \"without\": [\"SEO and Organic Reach\", \"610.686.8795\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5001", "input": "https://codiant.com/blog/top-15-mobile-app-development-companies-in-usa/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5001\", \"ground_truth_path\": \"source/test/ground-truth/5001.json\", \"ground_truth_sha256\": \"8c3bc12cbd6bde47b523f4f1958cc087b402f9d7991497db321d5fbebf5878f9\", \"html_path\": \"source/test/html/5001.html.gz\", \"html_sha256\": \"11b3750d1568a2b9df761c736c1de87f75be184b9c11e940fb8b359c5992758f\", \"page_type\": \"listing\", \"reference\": \"Mobile App Development\\n\\nTop 15+ Mobile App Development Companies in USA in 2026\\n\\nPublished on: January 8, 2026\\n\\nRead Time: 24 min\\n\\nViews: 55.5k\\n\\nIn a Nutshell:\\nThe USA is home to some of the world’s most reliable mobile app development companies, serving startups to Fortune-level enterprises.\\nTop mobile app developers in the USA offer end-to-end services, from product strategy and UI/UX to AI-powered development and post-launch support.\\nChoosing the right partner depends on your app’s complexity, platform needs, compliance requirements, and long-term growth plans – not just cost.\\nDevelopment costs in the USA vary widely based on scope, features, and engagement models, but often deliver higher quality and lower long-term risk.\\nA well-matched mobile app development partner helps you build scalable, secure, and future-ready digital products that drive real business impact.\\n\\nThe USA app market is crowded for a reason: it’s where ambitious start-ups, Fortune brands, and fast-scaling enterprises come to ship products that must work flawlessly—on day one, at scale, and under real-world pressure. But choosing from mobile app development companies USA can get overwhelming fast.\\n\\nEvery agency claims “end-to-end,” “award-winning,” and “expert developers.” What you actually need is a partner that fits your build: timeline, tech stack, UX maturity, compliance needs, and post-launch ownership.\\n\\nThis blog breaks down top mobile app developers in USA (including your provided list) with practical context – what they’re known for, what they typically build, and when they’re a good fit. If you’re comparing best app development companies in USA for a new build or modernization, use this as a shortlisting guide.\\n\\nQuick Snapshot: Top Mobile App Development Companies in USA\\n\\nHere is a quick comparison of leading US mobile app development companies, highlighting strengths, industries, and ideal use cases.\\n\\nCompany Name Core Strength Best For\\nCodiant End-to-end custom mobile app development Long-term scalable product builds\\nRipenApps Technologies Enterprise-grade mobile app development Business apps\\nY Media Labs (YML) Design-led mobile experiences Consumer-facing, UX-driven apps\\nDev Story Mobile App Development AI-first mobile applications\\nFueled Product design & brand-focused apps High-impact, design-centric apps\\nDogtown Media Emerging tech & innovation apps Experimental and advanced mobile apps\\nAppMakers USA Structured mobile app delivery First-time app founders\\nAtomic Object Secure, mission-critical mobile systems Complex, system-driven apps\\nCubix Digital transformation & mobile modernization New builds + legacy modernization\\nTrango Tech Flexible cross-platform development Agile and cost-effective delivery\\nCMARIX Dedicated mobile development teams Extended development teams\\nUSM Business Systems Enterprise mobile + AI integration Enterprise-scale digital solutions\\nTechAhead Scalable, multi-phase mobile programs Long-term product roadmaps\\nVLink Inc. Enterprise mobility & integration Enterprise system-aligned apps\\nBlue Whale Apps Mobile-first UI/UX + development Ongoing app support & optimization\\n\\nWhich are the top mobile app development companies in the USA?\\n\\nWhen businesses evaluate mobile app development companies USA, one of the most common questions is: what services do top app development companies in the USA offer? Beyond basic coding, leading firms deliver end-to-end mobile app services – including product strategy, UI/UX design, custom mobile app development USA, iOS and Android engineering, backend integration, quality assurance, deployment, and ongoing optimization.\\n\\nBelow are some of the top mobile app development companies in the USA, recognized for building scalable, secure, and high-impact mobile solutions across industries.\\n\\n1. Codiant\\n\\nCompany Overview\\n\\nCodiant is a full-cycle product engineering company delivering custom mobile app development USA solutions for startups, SMBs, and enterprises. The company focuses on building scalable, secure, and future-ready mobile products rather than just short-term MVPs. Codiant combines product strategy, UI/UX, mobile engineering, backend development, QA, and long-term support under one delivery model.\\n\\nMobile App Development Services\\nNative iOS and Android app development\\nAI-powered mobile app development (chatbots, automation, intelligent features)\\nCross-platform app development (Flutter, React Native)\\nEnterprise mobile app development\\nAPI and third-party integrations\\nApp modernization and performance optimization\\n\\nKey Industries & Strengths\\n\\nCodiant has strong experience across healthcare, fintech, logistics, retail, real estate, and on-demand platforms. Their structured delivery process and strong QA practices make them a dependable choice among mobile software development companies USA.\\n\\nBest For\\n\\nBusinesses looking to hire mobile app developers USA for long-term product growth, not just one-time app launches.\\n\\n2. RipenApps Technologies\\n\\nCompany Overview\\n\\nRipenApps Technologies is a full-stack mobile application development company delivering end-to-end product development for startups, SMBs, and enterprises across the globe. The company specializes in crafting scalable, secure, and growth-focused mobile products. RipenApps unifies product strategy, UX/UI design, mobile development, backend engineering, QA, analytics, and long-term maintenance under one execution framework.\\n\\nMobile App Development Services:\\nNative Android & iOS development\\nAI mobile app development\\nCross-platform development\\nCustom software development\\n\\nKey Industries & Strengths\\n\\nRipenApps has proven expertise in healthcare, fintech, e-learning, logistics, travel, entertainment, and on-demand ecosystems. Their structured development approach and product-focused execution make them a standout option among leading mobile software development partners worldwide.\\n\\nBest For\\n\\nBusinesses that want to collaborate with a mobile application development company that supports long-term product evolution—beyond just launching their first version.\\n\\n3. Helpful Insight Private Limited\\n\\nHelpful Insight Private Limited is a full-cycle web and mobile application development company delivering end-to-end digital product engineering for startups, SMBs, enterprises, and funded tech ventures worldwide. The company focuses on building scalable, secure, and growth-ready mobile products by combining product strategy, intuitive UX/UI design, modern development frameworks, backend architecture, quality assurance, analytics, and continuous post-launch support within a unified execution model.\\n\\nHelpful Insight emphasizes business-driven development and long-term scalability, ensuring every application is engineered not only for launch success but also for sustained performance, user growth, and evolving market demands.\\n\\nMobile App Development Services:\\nNative Android & iOS app development\\nAI-powered mobile app development\\nCross-platform app development (Flutter, React Native)\\nCustom software and enterprise application development\\nUI/UX design, prototyping, and product consulting\\n\\nKey Industries & Strengths\\n\\nHelpful Insight has strong domain expertise across healthcare, fintech, e-learning, logistics, real estate, travel, on-demand services, and SaaS platforms. Its Agile delivery methodology, transparent communication, and product-first engineering mindset position the company as a reliable global technology partner for businesses seeking scalable digital transformation.\\n\\nBest For\\n\\nOrganizations looking to partner with a mobile app development company that supports continuous product innovation, scalability, and long-term growth rather than just delivering an initial app release\\n\\n4.Dev Story\\n\\nDev Story is a trusted mobile application development company with over 7 years of experience in delivering end-to-end Android and iOS solutions for startups, SMEs, and enterprises worldwide. The company excels in building scalable, secure, and high-performance applications that drive business growth and enhance user engagement. Dev Story combines product strategy, UX/UI design, mobile and web development, backend engineering, QA, analytics, and ongoing maintenance into a seamless, unified development framework.\\n\\nMobile App Development Services:\\nNative Android & iOS app development\\nCross-platform mobile app development\\nWeb application development\\nAI and ML-powered custom app solutions\\nBackend architecture & cloud integration\\n\\nKey Industries & Strengths\\n\\nDev Story has deep expertise in healthcare, fintech, e-learning, logistics, travel, entertainment, and on-demand service ecosystems. Their structured, product-focused development approach and commitment to innovation make them a trusted partner for businesses seeking reliable, scalable digital solutions.\\n\\nBest For\\n\\nBusinesses looking for a technology partner who not only develops apps but also supports ongoing product evolution, optimization, and long-term growth strategies.\\n\\n5. Fueled\\n\\nCompany Overview\\n\\nFueled is widely known for creating visually striking, product-driven mobile apps. Their work emphasizes user experience, brand alignment, and product-market fit.\\n\\nMobile App Development Services\\nMobile product design and UX\\niOS and Android development\\nDigital transformation consulting\\nProduct growth optimization\\n\\nKey Industries & Strengths\\n\\nFueled works extensively with startups and digital-first brands that need high-impact mobile experiences.\\n\\nBest For\\n\\nProduct-led companies prioritizing design, branding, and customer engagement.\\n\\n6. Dogtown Media\\n\\nCompany Overview\\n\\nDogtown Media focuses on building mobile apps that leverage emerging technologies. The company emphasizes collaboration and agile development for innovation-driven projects.\\n\\nMobile App Development Services\\nNative and cross-platform mobile apps\\nIoT-enabled mobile solutions\\nApp optimization and enhancements\\n\\nKey Industries & Strengths\\n\\nDogtown Media often works on innovation projects across healthcare, logistics, and smart technology platforms.\\n\\nBest For\\n\\nBusinesses experimenting with advanced mobile technologies and new app concepts.\\n\\n7. AppMakers USA\\n\\nCompany Overview\\n\\nAppMakers USA provides end-to-end mobile app development with a strong emphasis on project management and structured delivery.\\n\\nMobile App Development Services\\niOS and Android app development\\nUI/UX design\\nApp testing and quality assurance\\n\\nKey Industries & Strengths\\n\\nThey serve startups and mid-sized businesses looking for a clear, guided development process.\\n\\nBest For\\n\\nFounders launching their first mobile app with hands-on support.\\n\\nRelated reading: Top 20+ PHP Development Companies in United States\\n\\n8. Atomic Object\\n\\nCompany Overview\\n\\nAtomic Object specializes in building robust, secure software systems, including complex mobile applications integrated with enterprise platforms.\\n\\nMobile App Development Services\\nCustom mobile app development\\nIoT and connected device apps\\nSecure system integration\\n\\nKey Industries & Strengths\\n\\nStrong focus on reliability, performance, and system architecture.\\n\\nBest For\\n\\nBusinesses building mission-critical or workflow-driven mobile apps.\\n\\n9. Cubix\\n\\nCompany Overview\\n\\nCubix is a global digital transformation and mobile product development company with a strong presence in the United States. Among well-established mobile app development companies USA, Cubix is known for delivering end-to-end mobile solutions that combine modern engineering practices with business-focused execution. Their approach centers on building apps that are not only functional but also scalable, secure, and ready for long-term growth.\\n\\nMobile App Development Services\\nNative iOS and Android app development\\nCross-platform mobile app development\\nMobile app modernization and re-engineering\\nBackend development and API integrations\\nApp maintenance and performance optimization\\n\\nKey Industries & Strengths\\n\\nCubix works extensively across fintech, healthcare, logistics, eCommerce, and enterprise solutions. Their strength lies in managing complex mobile architectures, integrating third-party systems, and aligning app development with broader digital transformation initiatives—making them a reliable choice among USA mobile app development firms.\\n\\nBest For\\n\\nOrganizations seeking mobile software development companies USA that can handle both new app builds and modernization of legacy mobile platforms.\\n\\nLet’s Turn Your App Idea into a Market-Ready Product\\n\\nPartner with experienced mobile app developers to design, build, and scale high-impact mobile applications.\\n\\nTalk to Our Mobile App Experts\\n\\n10. Trango Tech\\n\\nCompany Overview\\n\\nTrango Tech is a full-stack technology services provider offering mobile app development as a core capability. The company focuses on delivering flexible, scalable, and cost-effective mobile solutions while maintaining a strong emphasis on code quality and user experience. Trango Tech positions itself as a long-term technology partner rather than just a development vendor.\\n\\nMobile App Development Services\\niOS and Android mobile app development\\nCross-platform development using Flutter and React Native\\nUI/UX design for mobile applications\\nCloud-based backend and API development\\nOngoing app support and enhancements\\n\\nKey Industries & Strengths\\n\\nTrango Tech serves startups, mid-sized businesses, and enterprises across industries such as on-demand services, healthcare, logistics, and SaaS. Their strength lies in offering multiple engagement models and adapting quickly to evolving project requirements—an important factor when businesses hire mobile app developers USA for agile delivery.\\n\\nBest For\\n\\nCompanies that need flexible development models and quick turnaround without compromising scalability.\\n\\n11. CMARIX\\n\\nCompany Overview\\n\\nCMARIX is a technology consulting and software development firm delivering tailored mobile solutions for businesses worldwide, with a strong client base in the United States. As one of the growing app development agencies in USA, CMARIX focuses on structured development, transparent communication, and long-term client partnerships.\\n\\nMobile App Development Services\\nCustom iOS and Android app development\\nCross-platform mobile application development\\nEnterprise mobility solutions\\nApp testing, QA, and deployment support\\nDedicated mobile development teams\\n\\nKey Industries & Strengths\\n\\nCMARIX has experience across education, healthcare, logistics, fintech, and enterprise applications. Their ability to provide dedicated development teams and scalable resources makes them suitable for businesses looking to expand their internal capabilities through external partners.\\n\\nBest For\\n\\nBusinesses aiming to hire mobile app developers USA under dedicated or extended team engagement models.\\n\\n12. USM Business Systems\\n\\nCompany Overview\\n\\nUSM Business Systems is an IT services and consulting company offering mobile app development alongside advanced technologies such as AI, automation, and data engineering. Within the landscape of best app development companies in USA, USM stands out for combining mobile engineering with enterprise-grade digital transformation services.\\n\\nMobile App Development Services\\nNative and cross-platform mobile app development\\nAI-powered and data-driven mobile applications\\nEnterprise mobile solutions\\nCloud integration and backend services\\nApplication maintenance and support\\n\\nKey Industries & Strengths\\n\\nUSM Business Systems works across healthcare, banking, retail, manufacturing, and enterprise IT. Their strength lies in delivering mobile apps that integrate seamlessly with enterprise systems, analytics platforms, and automation workflows.\\n\\nBest For\\n\\nEnterprises looking for enterprise mobile app developers USA with strong capabilities beyond pure mobile development.\\n\\n13. TechAhead\\n\\nCompany Overview\\n\\nTechAhead is a globally recognized digital transformation firm with a strong reputation in mobile app development. Known among top mobile app developers in USA, TechAhead delivers robust, scalable, and innovation-driven mobile solutions for startups and large enterprises alike.\\n\\nMobile App Development Services\\nNative iOS and Android app development\\nCross-platform mobile solutions\\nAI-enabled and cloud-connected mobile apps\\nUI/UX design and product strategy\\nApp testing, security, and optimization\\n\\nKey Industries & Strengths\\n\\nTechAhead serves industries such as healthcare, fintech, travel, fitness, and eCommerce. Their ability to execute large, multi-phase projects while maintaining delivery consistency makes them a strong contender among iOS and Android app development companies USA.\\n\\nBest For\\n\\nOrganizations planning long-term digital product roadmaps with multiple mobile releases.\\n\\n14. VLink Inc.\\n\\nCompany Overview\\n\\nVLink Inc. provides digital engineering and technology consulting services, with mobile app development being a key offering. VLink emphasizes structured delivery, enterprise integration, and scalable architecture – key traits businesses expect from mature USA mobile app development firms.\\n\\nMobile App Development Services\\nCustom mobile app development\\nEnterprise mobility solutions\\nBackend integration and cloud services\\nQA, testing, and ongoing support\\n\\nKey Industries & Strengths\\n\\nVLink works across finance, healthcare, insurance, and enterprise IT. Their strength lies in aligning mobile app development with broader business systems, ensuring apps integrate smoothly into existing digital ecosystems.\\n\\nBest For\\n\\nMid-market and enterprise organizations requiring reliable delivery and enterprise integration.\\n\\n15. Blue Whale Apps\\n\\nCompany Overview\\n\\nBlue Whale Apps is a US-based mobile-first development agency with years of experience delivering custom mobile applications. The company focuses on combining strong UI/UX design with stable engineering practices, making it a dependable option among mobile app development companies USA.\\n\\nMobile App Development Services\\niOS and Android app development\\nCross-platform mobile solutions\\nUI/UX design and prototyping\\nApp testing, deployment, and maintenance\\n\\nKey Industries & Strengths\\n\\nBlue Whale Apps serves startups and growing businesses across healthcare, education, retail, and SaaS. Their emphasis on long-term support and optimization makes them suitable for businesses looking beyond launch-day delivery.\\n\\nBest For\\n\\nCompanies seeking a mobile-first partner for design, development, and ongoing app support.\\n\\n16. WillowTree, Inc. (TELUS Digital)\\n\\nCompany Overview\\n\\nWillowTree, now operating under TELUS Digital, is one of the most recognized USA mobile app development firms for enterprise-grade digital products. The company blends product strategy, UX research, and mobile engineering to build apps that scale across millions of users.\\n\\nMobile App Development Services\\nNative iOS and Android development\\nDigital product strategy and UX research\\nMobile platform modernization\\nAccessibility and performance optimization\\n\\nKey Industries & Strengths\\n\\nWillowTree is known for working with large consumer brands, healthcare organizations, and media platforms. Their apps emphasize usability, reliability, and performance at scale.\\n\\nBest For\\n\\nLarge enterprises and brands seeking enterprise mobile app developers USA with deep product and UX expertise.\\n\\n17. Y Media Labs (YML)\\n\\nCompany Overview\\n\\nY Media Labs is a Silicon Valley–born digital product agency known for building design-centric mobile experiences. YML focuses heavily on product vision, brand experience, and customer journeys, making them stand out among best app development companies in USA.\\n\\nMobile App Development Services\\niOS and Android app development\\nProduct design and experience strategy\\nPrototyping and usability testing\\nMobile commerce and consumer apps\\n\\nKey Industries & Strengths\\n\\nYML frequently works with retail, lifestyle, fintech, and consumer technology brands where visual identity and engagement are critical.\\n\\nBest For\\n\\nCompanies building consumer-facing apps where design quality and user engagement drive success.\\n\\n18. BlueLabel Labs\\n\\nCompany Overview\\n\\nBlueLabel Labs positions itself as a product consultancy that builds mobile apps enhanced with automation and AI. The company focuses on modern product thinking and rapid innovation for businesses exploring next-generation mobile solutions.\\n\\nMobile App Development Services\\niOS and Android app development\\nAI-enabled mobile applications\\nProduct strategy and validation\\nWorkflow automation\\n\\nKey Industries & Strengths\\n\\nBlueLabel is often chosen for innovation-led apps where AI, automation, or intelligent workflows are core requirements.\\n\\nBest For\\n\\nStartups and enterprises looking to integrate AI into their mobile app roadmap.\\n\\nWhat to look for before you hire mobile app developers USA?\\n\\nBefore reaching out to app development agencies in USA, it’s important to define a few core decisions internally. Doing this early doesn’t just save time—it directly improves proposal quality, pricing accuracy, and delivery timelines.\\n\\nMany businesses also ask an important question at this stage: are USA-based app development companies better than offshore teams? The answer depends on your priorities.\\n\\nUSA-based teams often offer stronger product collaboration, clearer communication, better time-zone alignment, and deeper familiarity with compliance standards like HIPAA, SOC 2, and GDPR. Offshore teams can be cost-effective, but without clear scope and ownership, projects may face rework, delays, or quality gaps.\\n\\nDefining your expectations upfront helps you choose the right engagement model—onshore, offshore, or hybrid.\\n\\nHere are five things you should decide before shortlisting mobile software development companies USA:\\nPlatform strategy\\n\\nDetermine whether you need native iOS and Android apps, a cross-platform build using Flutter or React Native, or a hybrid approach based on performance and timeline.\\nYour real scope\\n\\nClearly define whether you’re building an MVP, a full Version 1 product, or an enterprise-grade rollout—and what “done” actually means for your business.\\nBackend and integrations\\n\\nIdentify required integrations such as CRM or ERP systems, payment gateways, authentication, analytics, IoT devices, or third-party APIs.\\nSecurity and compliance needs\\n\\nConsider industry regulations, data residency requirements, audit logs, and security standards early to avoid costly changes later.\\nPost-launch ownership\\n\\nDecide who owns monitoring, crash analytics, performance optimization, updates, and future feature expansion after launch.\\n\\nWhen these elements are clearly defined, it becomes much easier to shortlist mobile app development companies USA that truly fit your product vision, not just your budget.\\n\\nRelated reading: Top iPhone App Development Companies in USA in 2026\\n\\nHow Much Does It Cost to Develop a Mobile App in the USA?\\n\\nThe cost of developing a mobile app in the USA can vary widely depending on the app’s complexity, features, platforms, and the type of development partner you choose. When working with mobile app development companies USA, pricing is typically influenced by scope, technical depth, and long-term scalability requirements rather than just screen count.\\n\\nAverage Mobile App Development Cost in the USA\\nSimple apps (basic functionality, minimal UI):\\n\\nUSD 25,000 – 50,000\\n\\nSuitable for MVPs, internal tools, or single-purpose apps.\\nMid-level apps (custom UI, APIs, integrations):\\n\\nUSD 50,000 – 120,000\\n\\nCommon for startups building market-ready products or SMB solutions.\\nComplex apps (enterprise-grade, AI, real-time features):\\n\\nUSD 120,000 – 300,000+\\n\\nIncludes advanced security, multiple user roles, integrations, analytics, and scalability.\\n\\nRead Complete Report: Mobile app development cost\\n\\nKey Factors That Impact Cost\\nPlatform choice\\n\\nNative iOS and Android apps cost more than cross-platform builds, while iOS and Android app development companies USA often recommend hybrid approaches for faster time-to-market.\\nFeature complexity\\n\\nReal-time chat, payments, AI/ML, offline mode, IoT, or third-party integrations significantly increase development effort.\\nUI/UX design depth\\n\\nCustom animations, branding, accessibility, and usability testing add to the overall investment.\\nBackend & infrastructure\\n\\nCloud hosting, APIs, admin panels, and integrations with CRM, ERP, or analytics tools affect cost.\\nTeam model\\n\\nHiring from app development agencies in USA usually involves higher hourly rates, but delivers stronger product ownership, compliance readiness, and long-term reliability.\\n\\nCost vs. Value Perspective\\n\\nWhile US-based development may appear expensive, it often reduces risks related to quality, security, communication gaps, and rework. For many businesses, partnering with experienced USA mobile app development firms results in faster launches, better user adoption, and lower maintenance costs over time.\\n\\nConclusion\\n\\nChoosing the right partner from the many mobile app development companies USA is not about finding the biggest name – it’s about finding the team that aligns with your product vision, technical requirements, and long-term business goals.\\n\\nThe top mobile app developers in USA listed in this blog bring diverse strengths, from enterprise-grade engineering and AI-driven innovation to design-led consumer experiences and scalable custom builds.\\n\\nAs you evaluate best app development companies in USA, focus on factors such as platform expertise, industry experience, security practices, communication models, and post-launch support. Whether you’re planning custom mobile app development USA, looking to hire mobile app developers USA for a dedicated team, or building a large-scale enterprise application, the right development partner can significantly impact your product’s success.\\n\\nA well-chosen mobile app partner doesn’t just build an app—they help you create a reliable, scalable, and future-ready digital product that drives growth, user engagement, and long-term value.\\n\\nThe Author\\n\\nAndroid Lead, Codiant\\n\\nNeeraj Rathore\\n\\nNeeraj Rathore has spent the last 10 years building Android apps that perform as well as they look. As the Android Lead at Codiant, he works on everything from intuitive user flows to scalable architectures—blending modern design guidelines with robust backend logic. He writes for developers and founders alike, breaking down what it really takes to build high-performing Android apps that scale across markets and devices.\\n\\nFrequently Asked Questions\\n\\nLook for experience in similar apps, clear communication, strong design and development skills, transparent pricing, and ongoing support after launch—not just fast delivery promises.\\n\\nKey criteria include technical expertise, portfolio quality, client reviews, industry experience, security practices, project management approach, and ability to deliver scalable, reliable mobile apps.\\n\\nA simple app may take 2–3 months, while complex or enterprise-level mobile apps usually take 4–8 months, depending on features, integrations, and testing requirements.\\n\\nTop companies serve healthcare, fintech, retail, logistics, education, real estate, travel, and enterprise sectors, building apps tailored to industry-specific needs and compliance standards.\\n\\nYes, many USA-based developers specialize in enterprise-scale apps, handling large user bases, complex integrations, security, compliance, and long-term scalability requirements.\\n\\nCommon models include fixed-price projects, hourly billing, dedicated developer teams, and long-term partnerships, allowing businesses to choose flexibility based on project scope and budget.\", \"url\": \"https://codiant.com/blog/top-15-mobile-app-development-companies-in-usa/\", \"with\": [\"The USA is home to some of the world’s most reliable mobile app development comp\", \"Fueled is widely known for creating visually striking, product-driven mobile app\", \"BlueLabel is often chosen for innovation-led apps where AI, automation, or intel\", \"Common models include fixed-price projects, hourly billing, dedicated developer \"], \"without\": [\"About Us\", \"Contact Us\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5003", "input": "https://www.folio3.com/mobile/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5003\", \"ground_truth_path\": \"source/test/ground-truth/5003.json\", \"ground_truth_sha256\": \"bbf4270d7199a6489ccc64509d75619f47ad430181e6748d8c04e2daa0708242\", \"html_path\": \"source/test/html/5003.html.gz\", \"html_sha256\": \"5be4a0b104314a9ac9796ac452c4ba2ef742d908aa85201626a01f37b83c832f\", \"page_type\": \"service\", \"reference\": \"We are a leading mobile app development company\\n\\nFor the past decade we have been creating high performance, feature-packed mobile applications for iOS & Android. As an expert in mobile application development services, Folio3 can create the right app that will meet all your business and industry needs.\\n\\nWe develop great\\nmobile apps for great brands\\n\\nFull Spectrum Mobile App Development Services\\n\\nWe understand your challenges across business functions and recognize your company values. Our aim is to bring your ideas to life through our full-spectrum mobile app development services combined with our extensive industry experience that covers a wide array of industries with an international client base, predominantly in the USA and UK. Our mobile app development services include:\\n\\nNative Mobile Apps\\n\\nCross Platform Apps\\n\\nEmerging Technologies\\n\\nOther Services\\n\\nReach out to us\\n\\nHave An Idea For An App, Talk To Us Today\\nFor a Free Consultation!\\n\\nCase Study\\n\\nCase Study\\n\\nCase Study\\n\\nSuccess Stories\\n\\nWe help start ups build, sell and scale with our partners\\n\\nIndustries we serve\\n\\nWe cater to the mobile app development needs of clients cutting through a range of industries spread across continents. Our extensive experience in delivering mobile app development services, has given us the opportunity to work with brands on key industry issues and build efficient industry through smart apps.\\n\\n01\\n\\nAutomotive\\nRead\\n\\n02\\n\\nRetail\\nRead\\n\\n03\\n\\nHealthcare\\nRead\\n\\n04\\n\\nManufacturing\\nRead\\n\\n05\\n\\nLogistics\\nRead\\n\\n06\\n\\nAgriculture\\nRead\\n\\n07\\n\\nPharmaceuticals & life sciences\\nRead\\n\\n08\\n\\nEducation\\nRead\", \"url\": \"https://www.folio3.com/mobile/\", \"with\": [\"For the past decade we have been creating high performance, feature-packed mobil\", \"We cater to the mobile app development needs of clients cutting through a range\", \"Automotive\", \"Pharmaceuticals & life sciences\"], \"without\": [\"Apps Discovery Services\", \"Team Augmentation\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5004", "input": "https://jetruby.com/app-development/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5004\", \"ground_truth_path\": \"source/test/ground-truth/5004.json\", \"ground_truth_sha256\": \"12f1a995f3ec69867f3c4c735e85484cea9b6d82e64d03224208c7efa46bb4f8\", \"html_path\": \"source/test/html/5004.html.gz\", \"html_sha256\": \"8333b5f0715ff21be96abe015f9934fc0ea5cec2d7003608572f2234502f20bf\", \"page_type\": \"service\", \"reference\": \"Mobile app development company\\n\\nWe combine our technical expertise with best-proven practices to build custom, efficient, and scalable mobile app solutions that boost time to market and fuel user engagement\\n\\nBenefits\\n\\nHow our mobile app development company helps your business\\n\\nHarness the potential of mobile app benefits to create lasting customer relationships and unlock new opportunities for your growth\\n\\nStronger customer connections\\n\\nEstablish a direct and personalized channel for engaging and interacting with your audience\\n\\nScalability and adaptability\\n\\nEasily add new features, integrate with other platforms, and adjust performance to match your business growth\\n\\nMarket reach expansion\\n\\nTap into new market segments and access a broader audience to increase your customer base and boost revenue potential\\n\\nHigher sales through convenience\\n\\nEncourage conversions with seamless payment options, simple browsing, and quick access to product information\\n\\nBrand enhancement\\n\\nPresent your offerings in a client-friendly way that reinforces your brand identity and builds user trust\\n\\nCustomer in-depth insights\\n\\nGather real-time user preferences and behavior data to create personalized experiences and make informed business decisions\\n\\n24/7 presence\\n\\nCapture new business opportunities and give your brand a reliable, always-available status by staying accessible to customers anytime, anywhere\\n\\nImproved customer feedback\\n\\nLet users share their thoughts directly through the mobile solution, giving you detailed info to refine your products and services\\n\\nservices\\n\\nMobile app development services by JetRuby\\n\\nFrom idea to launch, backend or frontend, JetRuby supports you every step of the way with cutting-edge mobile technology and strategic expertise\\n\\nWe perform in-depth audits of your mobile solution to identify performance bottlenecks, security vulnerabilities, and scalability challenges and provide tech-based consulting to optimize project architecture\\n\\nOur mobile app developers create robust, scalable, and multi-faceted solutions from scratch that foster customer retention and are tailored to your industry requirements\\n\\nGuided by your ideas, we revamp your existing mobile software to unlock its full potential and integrate push notifications, payment gateways, analytics tools, and other advanced features\\n\\nOur mobile development experts perform comprehensive code analysis and implement advanced caching and load-balancing techniques to enhance speed, stability, and user engagement\\n\\nWe seamlessly integrate mobile applications with CMS solutions, APIs, social networks, ERP systems, CRM software like Salesforce or HubSpot, payment gateways such as Stripe, cloud services like AWS, and more\\n\\nHave our team handle a complex transition from legacy systems or web-based solutions to mobile platforms so you can deliver seamless user experiences and remain competitive in today’s mobile-centric market\\n\\nWe keep your mobile app up-to-date with the latest technological advancements, new features, and security patches while preserving all existing customizations and third-party integrations\\n\\nOur DevOps engineers help you automate deployment pipelines, reduce disruptions, improve team collaboration, and ensure continuous integration and delivery of new features\\n\\nWe employ advanced testing protocols, including automated and manual, functional and non-functional, unit, stress, security, regression, and user acceptance testing to meet the highest standards for functionality and security\\n\\nOur ongoing after-launch support provides regular updates, quick issue resolution, and performance monitoring to keep your app running smoothly, maintain user satisfaction, and protect your investment\\n\\nLet’s discuss your mobile app solution!\\n\\nwe offer\\n\\nMobile app development frameworks we offer\\n\\nGet a powerful, feature-rich native or cross-platform app that delivers exceptional performance and quick time-to-market\\n\\nNative Android mobile app development\\n\\nOur Android app development agency uses Kotlin and Java, fostering features like Material Design, multi-threading, and advanced API integrations. In our native app development services, we focus on client success and prioritize high performance, responsive UI, and full compatibility with Android devices to drive user engagement and business growth.\\n\\nNative iOS mobile app development\\n\\nAs an iOS app development company, we build secure, high-performance apps for the Apple App Store using Swift and Objective-C. Our iOS app developers leverage cutting-edge frameworks such as SwiftUI and Core Data to deliver solutions with seamless functionality and a smooth user experience.\\n\\nCross-platform mobile app development\\n\\nWe provide cross-platform mobile app development services to build efficient, single-codebase mobile solutions using technologies like Flutter and React Native. This approach ensures faster time-to-market and cost-effective multiplatform app development while delivering a consistent user experience across both iOS and Android.\\n\\nHybrid mobile app development\\n\\nOur hybrid mobile app development services combine the best of web and native technologies, using frameworks like Ionic and Apache Cordova. We create scalable, feature-rich apps that integrate smoothly with native mobile device functionalities and are optimized for multiple platforms.\\n\\nProgressive web application (PWA) development\\n\\nWe develop Progressive Web Apps that offer app-like functionality and fast loading times, using modern web technologies such as Angular and React. Our PWAs provide offline access, push notifications, easy updates, and intuitive design, ensuring a seamless experience on any device without the need for app store distribution.\\n\\nOur cases\\n\\nFeatured projects\\n\\nSee how we’ve transformed ideas into successful digital products for our clients\\n\\nMOVE Shanghai\\n\\nA personal fitness ecosystem\\n\\nOur team developed a Kotlin app to help fitness enthusiasts in China access fitness activities like yoga, swimming, or tennis with a flat monthly fee. The app offers personalized booking assistance and connects users to top fitness providers. We also integrated AliPay and WeChat for smooth, secure payments.\\nView case study\\nRead article\\n\\nLOOP Messenger\\n\\nA Kotlin-based social app\\n\\nOur team designed and built a robust Kotlin app for connecting people through location-related and interest-related \\\"suggestions\\\" or available activities, deals, offers, and events. The app features a flexible architecture that allows for quick and drastic functionality changes. We also implemented a personalized in-app feed tailored to user preferences, not people followed.\\nRead article\\n\\nMoments NFC\\n\\nA Kotlin-based pub payment app\\n\\nOur team created a Kotlin app for pub-goers in the USA to let them pay with a simple wave of their hand using NFC technology. The app was built in just 12 days by adapting the existing iOS design, saving the client time and budget. We also delivered a unique mobile application for the Android platform.\\n\\nView case study\\nRead article\\n\\nLearnifier\\n\\niOS platform to simplify the access to the learning materials for the people around the globe.\\n\\nWe've built the app, offering a simple yet very effective B2B solution to the digital onboarding process. With its help, you can set rules and documentation for all positions in your company. This application provides an easy way to create online and mixed training & courses.\\nRead more\\n\\nLeepsee\\n\\nA social network built for personal connections\\n\\nWe created a unique social network focused on user interests. Leepsee features a personalized news feed and allows users to communicate anonymously while adjusting privacy settings for posts and comments. In just one month, we successfully launched the app, earning nearly 500 positive reviews on the Apple Store and strong engagement among early users.\\nRead more\\n\\nHow we work\\n\\nOur mobile software development process\\n\\nWe focus on quality at every stage and follow a structured, client-centric approach that ensures your mobile app is tailored to your vision and market needs\\n\\nStep 1\\n\\nIdeation\\n\\nWe collaborate to understand your mobile app vision, explore key features, and study your target audience for alignment with business goals\\n\\nStep 2\\n\\nScoping\\n\\nWe outline detailed project requirements and map out technical specifications for a clear development path\\n\\nStep 3\\n\\nPrototype design\\n\\nWe develop interactive prototypes to provide a tangible view of the mobile user journey and app structure\\n\\nStep 4\\n\\nUX/UI app design\\n\\nWe design an intuitive and visually engaging interface to ensure an exceptional user experience\\n\\nStep 5\\n\\nDevelopment & testing\\n\\nWe initiate the app development phase and integrate rigorous testing to ensure a fully functional, high-quality MVP\\n\\nStep 6\\n\\nMaintenance\\n\\nWe offer ongoing maintenance and support to keep your app updated, secure, and performing optimally\\n\\ndomains\\n\\nTypes of mobile apps we develop\\n\\nWe build apps across multiple domains, tailored to meet unique business needs and user expectations\\n\\nAgritech\\n\\nApps that streamline farm management, crop monitoring, and supply chain logistics\\n\\nSee more\\n\\nRetail & e-Commerce\\n\\nSeamless shopping experiences with integrated payment options, personalized recommendations, and order tracking\\n\\nSee more\\n\\nHealthtech\\n\\nInnovative apps for telemedicine, patient monitoring, and health management\\n\\nSee more\\n\\nFintech\\n\\nSecure financial solutions, including mobile banking, investment platforms, and payment apps\\n\\nSee more\\n\\nLogistics\\n\\nTravel planning and booking apps with real-time updates and itinerary management\\n\\nSee more\\n\\nEdTech & e-Learning\\n\\nInteractive apps for online courses, virtual classrooms, and personalized learning experiences\\n\\nSee more\\n\\nFitness\\n\\nApps with customizable workout plans, progress tracking, and health metrics\\n\\nSee more\\n\\nHuman resources\\n\\nHR management apps for employee onboarding, time tracking, and performance monitoring\\n\\nSee more\\n\\nTravel\\n\\nTravel planning and booking apps with real-time updates and itinerary management\\n\\nSee more\\n\\nReal estate\\n\\nProperty search, virtual tours, and client-agent communication solutions\\n\\nSee more\\n\\nFood delivery\\n\\nUser-friendly apps for seamless ordering, real-time tracking, and delivery management\\n\\nSee more\\n\\nEvent services\\n\\nEvent scheduling, ticket booking, and attendee management tools\\n\\nSee more\\n\\nTaxi booking\\n\\nOn-demand apps for ride-hailing services with location tracking and payment integration\\n\\nSee more\\n\\nProductivity\\n\\nTask management, time tracking, and collaboration tools to enhance efficiency\\n\\nSee more\\n\\nSocial media\\n\\nCustom platforms for user interaction, content sharing, and community building\\n\\nSee more\\n\\nLet's turn your ideas into a robust mobile app together!\\n\\nTestimonials\\n\\nWhat our clients say\\n\\nCarol Henckel President, MTG Healthcare Academy Their responsiveness, flexibility, and commitment to our needs made them a pleasure to work with!\\n\\nJetRuby Agency's work led to a 35% increase in user engagement, a 25% increase in course completion rates, a 15% increase in revenue, and a 20% decrease in user acquisition costs. The app also received a 4.5 rating on the app store. Moreover, the team was timely, organized, and responsive.\\n\\nFounder Software Development Company JetRuby Agency is one of the best agencies I've worked with. They're extremely professional.\\n\\nJetRuby Agency has delivered a high-quality MVP. Equipped with a methodical approach, they deliver on time and within the budget. They communicate and collaborate effectively with the client, allowing for a seamless workflow. Their tendency to exceed expectations ensures a long-term partnership.\\n\\nRodrigo Pereyra business field manager at Osram They go out of their way to work and engage with the customer.\\n\\nThe work completed by JetRuby was excellent, with the team handling the expanded scope professionally and producing high-quality deliverables. They were an engaged, committed team that worked hard to accomplish all tasks on time and by high standards.\\n\\nJan Nowikov CEO, Help My Task I give them a 10/10 for what we’ve done together.\\n\\nJetRuby Agency coded quickly and delivered with ease a very functional and thoughtful solution that internal stakeholders are eager to bring to market. The team is personable, responsive, and attentive, fostering a seamless and mutually beneficial collaboration. Their services are reasonably priced.\\n\\nSteffi M. AVP - Tech, Handelnine Global We are very happy with the project management, project execution, software quality, and accountability.\\n\\nThe engagement was successful; the site is currently live and completely functional. JetRuby Agency managed the project well using the Agile methodology; they were responsive and delivered items on time.\\n\\nJack Green CTO, NameCoach Their team provides notes and questions our ideas to make our products better.\\n\\nJetRuby Agency dedicated capable resources that produced satisfying deliverables to facilitated growth into new business verticals. The team communicates clearly, which enables effective collaboration. Informed by a wealth of experience, they offer valuable insights that encourage improvements.\\n\\nShai Rozen CTO, Shiurim Most of the positive feedback has been regarding the new features and improvements.\\n\\nThe product is performing well in the market, receiving over 2,000 downloads in its first few days. All feedback regarding JetRuby Agency’s work and skilled expertise has been positive. Their responsive approach complemented their quick workflow.\\n\\nChase Tasca Founder, Web App Dev for Startup HVAC Technicians Platform They put a lot of effort into making sure that everything works to my satisfaction.\\n\\nBrimming with technical expertise and the desire to help their client succeed, JetRuby Agency has delivered quality design deliverables that have strikingly mirrored their client's ideas. Transparent and customer-oriented, they provide reliable estimates to bring their requirements to fruition.\\n\\nBrandyn Morelli Co-Founder, hellocecil We’ve worked with a lot of other firms, and JetRuby agency is one of the best.\\n\\nNot only is JetRuby Agency great at what they do, they also charge a fair price. The team is responsive and communicative, holding weekly meetings to keep everyone updated. They use various means of communication and have some of the best project management in their field.\\n\\nJulian Safford Co-Founder, Moments Inc. I am happy with how they adjust their approach to appeal to as a customer.\\n\\nJetRuby's exceptional value sets them above competitors. Showing a genuine interest in the product, their team listens closely to feedback and maintains a thorough understanding of the business. Their ability to create optimal solutions to sustain a lower budget is impressive.\\n\\nDavid Bankston CEO, Sparksfly Technologies, Inc. They are very good at listening and working with your timeframes. We have some amazing people on our team.\\n\\nThe client receives over four million transactions per year and they have had no problems. They attribute part of this to the development work that JetRuby Agency provided.\\n\\nTom Klein Founder, Suggest It I’m impressed by their ability to meet those changes on very short notice while keeping with deadlines.\\n\\nThe client is particularly happy with the quality of the projects that JetRuby has worked on - specifically the quality of the code. They manage communication between teams very well and meet all deadlines set for them.\\n\\nDhanush Balachandran CEO, Sortly They are experts in Ruby.\\n\\nThe client has received great reviews from users of the new site. Along with the high reviews, the client is experiencing their highest level of revenue. They have appreciated the agency's knowledge and skill surrounding Ruby on Rails and their willingness to make improvements where necessary.\\n\\nAbout us\\n\\nWhy opt for JetRuby\\n\\nGoal-oriented mindset\\n\\nBacked by more than 15 years of development expertise, we take an agile and proactive approach. We focus on achieving results for your business\\n\\nTransparent process\\n\\nAt JetRuby, we believe in full transparency and involve clients at every stage. You maintain complete control over the development process\\n\\nPartner approach\\n\\nOur goal extends beyond just building your app. We commit to your ongoing success and nurturing long-term partnerships\\n\\nQuick turnaround\\n\\nTime is money and it’s critical in business. Our team expedites app development to meet tight deadlines without sacrificing quality\\n\\nFAQ\\n\\nJetRuby stands out due to our 15+ years of expertise, transparent processes, and partner-focused approach. We provide tailored mobile app solutions that prioritize your business needs and ensure long-term success.\\n\\nAs an experienced mobile app development company, we specialize in iOS and Android app development. Our team includes skilled iOS app developers and Android app developers who use the latest technologies to build high-performance apps.\\n\\nYes, we offer comprehensive mobile app development services, including updates and ongoing maintenance. This ensures your app stays current, secure, and fully functional across all platforms.\\n\\nWe are a native app development company that also provides cross-platform and hybrid development services. Whether you need an iOS mobile app development company or an Android-focused solution, we cover it all for seamless performance on any device.\\n\\nJetRuby works with various industries, including retail, healthtech, fintech, logistics, and more. Our mobile app development services are designed to create impactful mobile solutions for businesses of all sizes.\\n\\nOur mobile application development company believes in a transparent, collaborative approach. You will stay informed and involved in each development stage.\\n\\nThey leverage the best iOS app development software and programming languages like Swift, Objective-C, and the latest iOS development platforms. This ensures top-quality, high-performance iOS app development services.\\n\\nYes, we specialize in Android and iPhone app development. Our team ensures consistent functionality and design across both platforms to maximize user reach and satisfaction.\\n\\nWe provide a quick turnaround without compromising on quality. Timelines depend on the project’s complexity, but we prioritize meeting deadlines efficiently.\\n\\nYes, we provide mobile app audit and technical consulting services to define the best approach for your project. This helps us understand your needs and select the right technology and mobile development strategy.\", \"url\": \"https://jetruby.com/app-development/\", \"with\": [\"How our mobile app development company helps your business\", \"Our team created a Kotlin app for pub-goers in the USA to let them pay with a si\", \"The work completed by JetRuby was excellent, with the team handling the expanded\", \"We provide a quick turnaround without compromising on quality. Timelines depend \"], \"without\": [\"Terms & Licenses\", \"Privacy Policy\", \"+1 415-508-7706\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5005", "input": "https://10pearls.com/blog/top-mobile-app-development-companies/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5005\", \"ground_truth_path\": \"source/test/ground-truth/5005.json\", \"ground_truth_sha256\": \"ed2fdc11b378fcdb324a62832a3fd8cc25a8988a6c9330b017ac05b52f0f6c33\", \"html_path\": \"source/test/html/5005.html.gz\", \"html_sha256\": \"1cfa219b5bfb0459ed9698d9296b1a25104710d2a87beda65ab7057609505802\", \"page_type\": \"article\", \"reference\": \"Top Mobile App Development Companies in 2026\\n\\nThis blog is updated on January 30, 2026\\n\\nBy 10Pearls editorial team\\n\\nA global team of technologists, strategists, and creatives dedicated to delivering the forefront of innovation. Stay informed with our latest updates and trends in artificial intelligence, advanced technology, healthcare, fintech, and beyond. Discover insightful perspectives that shape the future of industries worldwide.\\n\\nSelecting the right development partner directly impacts every aspect of your software project, from functionality and user experience to timelines and ROI. With 47.2 million app developers worldwide, business owners today face a challenging decision that will fundamentally shape their digital future.\\n\\nWhen you’re asking yourself, “Which mobile app development companies are best for my business?”, you’re essentially deciding between a strategic partnership that drives growth and a costly setback that drains resources.\\n\\nThe right team builds a platform for growth, while the wrong one builds what may prove to be a costly lesson. Beyond technical execution, the right mobile app development partner provides:\\nAccess to expertise in the latest industry trends\\nCutting-edge technologies\\nData-driven decision making\\nRisk mitigation and compliance awareness\\nProven development methodologies\\nDomain knowledge\\n\\nAll these enable top mobile app development companies to quickly grasp your business challenges and develop relevant solutions.\\n\\nWhat services do mobile app development companies offer\\n\\nMobile app development companies deliver strategic insight, design thinking, and a deep understanding of user experience principles.\\n\\nWhen asking \\\"What do mobile app development companies do?\\\", business owners will find that development companies handle every aspect of the mobile app lifecycle, from initial concept through post-launch support and continuous optimization.\\n\\niOS and Android app development\\n\\nNative app development remains the gold standard for businesses seeking optimal performance and platform-specific features. This results in faster app development, higher user retention, and better ROI from mobile investments.\\n\\nTop mobile app development companies provide end-to-end custom Android application development services using Kotlin, Java, and the latest Android SDKs, ensuring scalability, security, and long-term maintainability as your business grows.\\n\\niOS app development services utilize Swift, Objective-C, React Native, Flutter, and Ionic to deliver industry-leading solutions that leverage Apple’s ecosystem capabilities, helping brands deliver premium experiences to high-value iOS users.\\n\\nCross-platform development (React Native, Flutter)\\n\\nBusinesses can reach iOS and Android users with a single codebase, reducing development costs and accelerating time-to-market.\\n\\nFlutter and React Native are the leading cross-platform frameworks in 2026, with Flutter showing higher popularity among developers. Choosing the right framework is a critical business decision that helps organizations balance speed, performance, and future scalability based on their product roadmap.\\n\\nUI/UX design for mobile apps\\n\\nUX designers apply design thinking principles to identify user needs, validate ideas, and refine solutions through prototyping. Strong UX directly impacts user adoption, engagement, and conversion rates.\\n\\nA user interface (UI) designer focuses on visual presentation such as icons, colors, typography, and layout, ensuring brand consistency and creating intuitive experiences\\n\\nBackend & API development\\n\\nBackend powers authentication, data management, business logic, and integrations. A strong backend ensures reliability, performance, and seamless scalability as user demand increases.\\n\\nBackend development includes server-side logic, databases, and APIs that users may never see but constantly rely on, making it a code foundation for operational efficiency and data-driven decision-making\\n\\nApp testing, QA, and performance optimization\\n\\nAbout 53% of users uninstall apps due to poor performance. QA services include checking that features work as intended, seeing how fast things run in different situations, making sure user information is safe, and figuring out if the whole experience is easy and enjoyable for the user. This helps businesses reduce churn, protect user data, and safeguard brand reputation.\\n\\nApp maintenance, support, and scaling\\n\\nLaunching your app is just the start, and ongoing maintenance ensures it remains secure, compatible, and competitive over time.\\n\\nMobile app support involves systematic monitoring, regular updates, performance optimization, and proactive issue resolution. This helps applications to remain compatible with evolving operating systems and continue meeting user expectations. Continuous support protects your investment and extends the app’s business value over time.\\n\\nNative vs. cross-platform development\\n\\nFactor Native development Cross-platform development\\nDefinition Building an application specifically for one operating system (typically Android or iOS), using platform-specific tools, libraries, and user interfaces. The process of building an application that can be deployed across several platforms based on a single source code.\\nLanguages & tools iOS: Swift, Objective-CAndroid: Kotlin, Java React Native (JavaScript)Flutter (Dart).NET MAUI (C#)\\nDevelopment time 2-3 months for simple apps, up to 9 months or more for complex apps per platform. Writing a React Native app tends to take between 25 and 50 percent less time than two native apps; single development cycle for both platforms.\\nPerformance Superior performance - apps tap directly into the device's core features and system resources; ideal for applications with high processing demands like gaming, AR/VR, and video streaming. The need for an additional abstraction layer and rendering process makes the cross-platform app slower than its native counterpart; however the performance gap is narrowing with modern frameworks.\\nUser experience More intuitive and seamless because they follow the specific design guidelines of each platform, making interactions smoother and more familiar to users. Cross-platform apps try to maintain a universal UX, which may feel slightly out of place on each platform; improving with frameworks like Flutter.\\nCode reusability Zero - separate codebases required for each platform. Developers can share about 90% of the code between Android and iOS platforms.\\nMaintenance Requires separate teams and efforts for iOS and Android updates. Single codebase simplifies updates, but the moment you add a native plugin to your cross-platform mobile app, you have to take care of three code bases: cross-platform, iOS, and Android.\\nTime to market Slower due to dual development processes. Cross-platform codebases can mean a shippable product in 4-6 months instead of 12.\\nBest use cases Apps requiring superior performance, advanced features, and platform-specific customization - industries like gaming, AR/VR, and fintech. Apps with complex animations or heavy processing. MVPs and startups validating concepts.E-commerce apps, social media applications, and general-purpose apps with moderate complexity.Budget-conscious projects needing quick launch.\\nPlatform updates Immediate access to new OS features and APIs. With cross-platform frameworks, you have to wait for a separate update to access newer features.\\n\\nHow to choose a mobile app development partner\\n\\nWhen businesses ask, “How do I evaluate mobile app development companies?” or “What makes a good mobile app development partner?”, the answer goes beyond pricing or development speed.\\n\\nTop mobile app development companies differentiate themselves by combining technical excellence, industry understanding, and measurable business outcomes. Below are the key factors to evaluate before selecting a mobile app development partner.\\n\\nIndustry experience & client portfolio\\n\\nLook for companies that have built apps across industries such as fintech, healthcare, retail, logistics, and SaaS. They have a strong understanding of domain-specific challenges, regulations, and user expectations.\\n\\nIndustry experience helps teams design scalable architectures, integrate third-party APIs, and anticipate unexpected blockers and bottlenecks. This reduces risk, shortens discovery phases, and ensures faster alignment with market needs, resulting in quicker go-to-market and higher adoption rates.\\n\\nTechnical expertise (Native vs Cross-platform)\\n\\nWhen evaluating mobile app development companies, understanding their technical expertise in native and cross-platform development is critical. Leading firms offer native development with Swift for iOS and Kotlin for Android, as well as cross-platform solutions such as Flutter and React Native.\\n\\nUX/UI and product strategy capabilities\\n\\nTop mobile app development companies go beyond coding by offering UX/UI design and product strategy services. A strong product mindset ensures that the app is intuitive, accessible, and aligned with user behavior.\\n\\nThis includes usability testing, wireframing, design systems, and accessibility standards. A user-centric design drives higher engagement, better retention, and improved conversion rates, turning the app into a revenue-generating asset rather than just a functional product.\\n\\nSecurity, compliance, and data protection\\n\\nSecurity is a non-negotiable factor when looking for a mobile app development partner. Top mobile app development companies follow SOPs, including secure coding practices and encryption standards, as well as compliance frameworks such as HIPAA, GDPR, SOC 2, and PCI-DSS.\\n\\nClient reviews, case studies, and proven outcomes\\n\\nTo determine what makes a good mobile app development company, client testimonials, case studies, and measurable outcomes are helpful resources. Successful and experienced companies showcase real-world results such as increased user engagement, reduced operational costs, or improved customer retention.\\n\\nDelivery model (onshore, nearshore, global teams)\\n\\nThe delivery model plays a crucial role in project success. Leading mobile app development companies offer flexible delivery models, including onshore, nearshore, and global teams, tailored to client needs.\\n\\nHow to find the right mobile app development partner for your business\\n\\nAt this point, you might be thinking, “How do I choose a mobile app development partner?” The answer is in evaluating both technical capability and strategic alignment.\\n\\nAsking the right questions can prevent costly rework, timeline overruns, and misaligned expectations later.\\n\\nQuestions to ask before hiring a mobile app developer:\\n\\nDo they offer product strategy or only development?\\n\\nHow do they handle security, privacy, and compliance?\\n\\nWhat is their development methodology (Agile, DevOps)?\\n\\nHow do they estimate cost and timelines?\\n\\nWho owns the IP and source code?\\n\\nHow much does it cost to develop a mobile app?\\n\\nMobile app development costs are not defined by a fixed price tag; they are shaped by a combination of technical decisions, product scope, and long-term business objectives.\\n\\nRather than focusing on numbers, leading mobile app development companies help organizations understand what impacts mobile app development pricing and how each decision influences complexity, scalability, and total investment over time.\\n\\nWhat impacts mobile app development pricing\\n\\nApp complexity and feature set The overall complexity of an app plays a major role in development effort. Applications with advanced workflows, real-time functionality, or personalized user experiences require deeper architectural planning and testing. Invest in the right features, rather than excessive ones. This ensures faster adoption, reduced maintenance overhead, and better alignment with user needs.\\nPlatform (iOS, Android, or both) Deciding whether to develop for iOS, Android, or both can significantly affect how much it will cost to build your app. Building natively for each platform gives you the best performance and user experience tailored to that device, but using cross-platform tools lets you reuse a lot of your code on different devices. Platform selection should be guided by target audience behavior, market reach, and long-term scalability rather than short-term development effort alone.\\nUX/UI requirements UX and UI design significantly impact development costs and pricing. Custom animations, accessibility features, and brand-aligned design systems require additional time for design, testing, and QA. However, it can be a worthwhile investment as effective UX/UI design drives user adoption, increases engagement, and improves retention.\\nBackend, integrations, and AI features Apps that rely on backend systems, third-party integrations, or AI-driven functionality require additional engineering considerations. This includes databases, APIs, cloud infrastructure, analytics, and intelligent automation.\\nOngoing support and scalability Once a mobile app is launched, the work isn't done. You still need to keep it running smoothly, continuously improve performance, adapt to user feedback, and plan for growth and scalability.\\n\\nWhat mistakes should I avoid when hiring app developers?\\n\\nHiring the wrong partner can lead to blockers and delayed timelines. Avoiding these common mistakes helps ensure long-term success and a stronger return on your mobile investment.\\n\\nChoosing price over experience often results in short-term success but it can cause problems down the road. Experienced app developers come with solid plans, understanding of the industry, and the ability to spot potential issues before they happen, making sure your product can grow and adapt.\\n\\nIgnoring scalability and long-term support can limit growth after launch. Mobile apps must be designed to handle a growing user base, new features, and platform updates. Without future-ready planning, businesses face costly rework and performance issues.\\n\\nLack of clear ownership and governance creates confusion and risk. Written agreements on intellectual property ownership, source code ownership, and decision-making authority are important for maintaining control and prioritizing business value.\\n\\nNo post-launch strategy is a critical oversight. Successful apps require ongoing optimization, monitoring, and feature enhancements. A strong post-launch plan ensures continuous improvement, user retention, and alignment with evolving business goals.\\n\\nRead More\\n\\nCompany Headquarters Year Founded Number of Employees Notable Attributes\\n10Pearls Vienna, Virginia, USA 2004 1,000–5,000 An award-winning digital transformation partner specializing in AI-driven, end-to-end software development with a strong focus on user-centric design and enterprise innovation.\\nScienceSoft McKinney, Texas, USA 1989 500–1,000 A highly experienced IT consulting firm known for delivering technically robust mobile and enterprise solutions to global brands across regulated industries.\\nGoji Labs Los Angeles, California, USA 2014 51–200 A product-focused development agency that helps startups and organizations transform ideas into scalable digital products through strong UX and product strategy.\\nAppinventiv New York,Los Angeles, Dallas, California (USA) 2015 1,000–1,600 A fast-growing mobile app development company offering full-cycle digital transformation services with a strong emphasis on agile delivery and emerging technologies.\\nTechAhead Frisco, Texas, USA 2001 200–250 A Great Place to Work–certified company recognized for building secure, compliant, and AI-powered mobile solutions for enterprises and regulated industries.\\nAppMakers USA Los Angeles, California, USA 2014 10–30 A boutique mobile app development firm known for delivering high-quality, full-cycle applications while maintaining strong, long-term client relationships.\\nMetaCTO California, USA 2010s 10–50 A specialized app development company offering rapid MVPs, AI-powered development processes, and fractional CTO expertise for startups and enterprises.\\nThe App Master Buenos Aires, Argentina (Miami & Spain offices) 2009 10–50 A nearshore development company with extensive experience delivering agile, cost-effective mobile and web solutions to clients across the Americas and Europe.\\nCheesecake Labs Buenos Aires, Argentina (Miami & Spain offices) 2009 10–50 A nearshore development company with extensive experience delivering agile, cost-effective mobile and web solutions to clients across the Americas and Europe.\\n\\nData source: company websites, Clutch.co\\n\\nTop AI software development companies\\n\\nCompany Size: 1,000-9,999\\n\\nYear Founded: 2004\\n\\nHeadquarters: Vienna, Virginia\\n\\nSpecialties: Custom AI solutions, machine learning, natural language processing, computer vision, AI-driven enterprise applications, DevOps, and agile software development & QA across industries\\n\\nWebsite: 10Pearls.com\\n\\n10Pearls is an award-winning mobile app and AI-powered custom software development company with over two decades of experience driving digital innovation for businesses worldwide. 10Pearls specializes in end-to-end application development, offering services to support businesses through the entire software development life cycle. With AI expertise and a user-centric approach to product design, 10Pearls is a key partner for companies looking to leverage AI, ML, cloud, and other advanced technologies into their applications, offering strategic guidance to ensure successful implementation and alignment with your business strategy.\\n\\nCompany Size: 250 – 999 employees\\n\\nYear Founded: 1989\\n\\nHeadquarters: McKinney, Texas, USA\\n\\nSpecialties: Mobile app development (iOS, Android, cross-platform), web application development, UI/UX design, enterprise software, healthcare IT, banking and financial services, data analytics, IoT, AI/ML solutions, quality assurance, DevOps\\n\\nWebsite: ScienceSoft\\n\\nScienceSoft is IT consulting and software development company with software developers, principal architects, cloud engineers, QA engineers, and DevOps engineers, the company delivers comprehensive mobile app development services.\\n\\nScienceSoft has built a reputation for project success and technical excellence. The company’s clients include IBM, eBay, Robert Half, Viber, PerkinElmer, Ford Motor, and other organizations across 80+ countries.\\n\\nCompany Size: 51-200\\n\\nYear Founded: 2014\\n\\nHeadquarters: Los Angeles, California, USA\\n\\nSpecialties: Mobile app development (iOS, Android, cross-platform), web application development, UI/UX design, enterprise software, healthcare IT, banking and financial services, data analytics, IoT, AI/ML solutions, quality assurance, DevOps\\n\\nWebsite: GojiLabs.com\\n\\nGoji Labs is a product design and development agency that empowers entrepreneurs, startups, organizations, and non-profits with the tools and team needed to transform ideas into impactful mobile and web platforms.\\n\\nTheir industry expertise spans EdTech, FinTech, HealthTech, nonprofit app development, SaaS platforms, social media applications, SportsTech, gaming, marketplaces, e-commerce, and PropTech.\\n\\nCompany Size: 1,000-1,600\\n\\nYear Founded: 2015\\n\\nHeadquarters: US offices in New York, Los Angeles, Dallas, California\\n\\nSpecialties: Mobile app development (iOS, Android, cross-platform), AI/ML integration, UI/UX design, enterprise software, blockchain development, IoT solutions, cloud services, DevOps, digital transformation\\n\\nWebsite: Appinventiv.com\\n\\nAppinventiv is a mobile app development company that works to help businesses and startups turn ideas into reliable applications. They offer end-to-end app development, which includes product strategy, UI/UX design, and full-cycle development. With a focus on agile development, they ensure faster development cycles that enable startups to launch faster.\\n\\nCompany Size: 200-250\\n\\nYear Founded: 2001\\n\\nHeadquarters: Frisco, Texas, USA\\n\\nSpecialties: Mobile app development (iOS, Android), AI/ML solutions, cloud services, IoT development, web applications, AR/VR, cross-platform development, digital transformation consulting\\n\\nWebsite: TechAheadCorp.com\\n\\nTechAhead is a Great Place to Work-certified mobile app development company with over 15 years of experience. TechAhead is recognized by Clutch and The Manifest as a top mobile app development company. Their expertise spans AI-powered applications, enterprise mobility, and IoT solutions, with a strong focus on compliance including HIPAA, PCI-DSS, and FISMA regulations. The company maintains strategic partnerships with IBM, Samsung, Xamarin, and Fastly.\\n\\nCompany Size: 10-30\\n\\nYear Founded: 2014\\n\\nHeadquarters: Los Angeles, California, USA\\n\\nSpecialties: Mobile app development (iOS, Android), cross-platform development (React Native, Flutter), UI/UX design, web development, custom software development, backend infrastructure, staff augmentation\\n\\nWebsite: AppMakersLA.com\\n\\nAppMakers USA (also known as AppMakersLA) is a boutique mobile app development company with an award-winning team of experts specializing in delivering quality apps on time and on budget. They focus on React, React Native, Flutter, Node, Swift, Android, AWS, and GCP. The company has built apps for enterprise clients like CVS Pharmacies, the NFL, and Los Angeles Apparel, as well as startups. AppMakers USA focuses on full-cycle development from UI/UX design through deployment and ongoing maintenance, with a strong emphasis on building genuine client relationships.\\n\\nCompany Size: 10-50\\n\\nYear Founded: 2010s\\n\\nHeadquarters: California, USA\\n\\nSpecialties: Mobile app development (iOS, Android), AI integration, UI/UX design, fractional CTO consulting, app monetization strategy, MVP development, project rescue services\\n\\nWebsite: MetaCTO.com\\n\\nMetaCTO is a specialized mobile app development company, positions itself as an end-to-end app development with an AI-powered process. Their expertise includes rapid MVP development (14-day MVPs), user acquisition and retention optimization, and monetization strategies. The company serves startups and enterprises across social media, finance, healthcare, travel, and education sectors.\\n\\nCompany Size: 10-50\\n\\nYear Founded: 2009\\n\\nHeadquarters: Buenos Aires, Argentina (offices in Miami, USA and Spain)\\n\\nSpecialties: Mobile app development (iOS, Android), web app development, UI/UX design, custom software development, MVP development, enterprise solutions, e-commerce platforms, cloud solutions, system integration\\n\\nWebsite: TheAppMaster.com\\n\\nThe App Master is an Argentina-based software development company with over 15 years of experience and 250+ projects delivered across multiple industries. The App Master focuses on agile methodologies and biweekly delivery cycles. They’ve expanded globally with commercial offices in Miami and Spain, serving startups, SMBs, and enterprises across Latin America, the US, and Europe with tailored mobile and web solutions.\\n\\nCompany Size: 100-150\\n\\nYear Founded: 2013\\n\\nHeadquarters: San Francisco, California, USA (Development HQ in Florianópolis, Brazil)\\n\\nSpecialties: Mobile app development (iOS, Android), cross-platform development (React Native, Flutter), web applications, AI strategy & development, blockchain solutions, IoT integration, product strategy, UI/UX design, nearshore staff augmentation\\n\\nWebsite: CheesecakeLabs.com\\n\\nCheesecake Labs is a nearshore software development company, with over a decade of experience; they’ve delivered projects for clients of all sizes. Cheesecake Labs specializes in end-to-end product development, from strategy and design through deployment, with expertise in blockchain, AI-powered applications, and IoT solutions.\\n\\nFAQs\\n\\nWhat is enterprise mobile app development?\\n\\nEnterprise mobile app development refers to building secure, scalable, and high-performance mobile applications specifically designed for large organizations. These apps support complex business processes such as internal operations, customer engagement, data management, and system integrations (ERP, CRM, cloud platforms).\\n\\nIs it worth hiring a mobile app development company?\\n\\nYes, hiring a professional mobile app development company is often worth the investment. Experienced teams bring technical expertise, proven processes, and industry best practices. A reliable development partner can also handle strategy, design, development, testing, security, and post-launch support, allowing your internal teams to stay focused on core business objectives.\\n\\nHow do I choose an app development company?\\n\\nTo choose the right app development company, consider the following factors:\\nRelevant experience: Look for a proven track record in enterprise or industry-specific apps.\\nTechnical expertise: Ensure they are skilled in modern technologies, platforms, and integrations.\\nPortfolio and case studies: Review real projects and measurable outcomes.\\nCommunication and transparency: Clear processes, regular updates, and strong collaboration are key.\\nSecurity and compliance: Especially important for enterprise applications handling sensitive data.\\nPost-launch support: Ongoing maintenance and scalability should be part of the offering.\\n\\nIs it better to outsource app development?\\n\\nOutsourcing app development can be a smart choice, especially for organizations looking to reduce costs, access specialized skills, and speed up time-to-market. It allows businesses to access global talent without the hassle of hiring and managing in-house teams.\\n\\nRelated articles\\n\\nGet to the questions that matter most\\n\\nFuture-proof Your Business with Custom AI Solutions\\n\\nAn overview of the top software development outsourcing companies\", \"url\": \"https://10pearls.com/blog/top-mobile-app-development-companies/\", \"with\": [\"A global team of technologists, strategists, and creatives dedicated to deliveri\", \"When evaluating mobile app development companies, understanding their technical \", \"Specialties: Custom AI solutions, machine learning, natural language processing,\", \"Future-proof Your Business with Custom AI Solutions\"], \"without\": [\"We use cookies to personalize content\", \"facebook.com/share\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5006", "input": "https://theappsolutions.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5006\", \"ground_truth_path\": \"source/test/ground-truth/5006.json\", \"ground_truth_sha256\": \"ea27348fb59907076d69ac285409352e4b8704d85c0408ab5eaccaff5c2a2859\", \"html_path\": \"source/test/html/5006.html.gz\", \"html_sha256\": \"893353769ac73772f07acb39f41161310e03000ca7ba1daa13e89e7483064dec\", \"page_type\": \"service\", \"reference\": \"One idea. Many forms\\nWe craft apps that grow. With your people at the center\\n\\nTap to start\\n\\nSMBs trust our web and mobile app development services since 2014\\n\\nSoftware that earns trust\\nFor growing SMBs who are sick of bloated platforms, slow dev cycles, and tools their teams secretly hate, we build custom web and mobile apps that actually get used.\\nFrom discovery to rollout, we stay focused on one goal:\\nMake the software so natural, no one thinks about it — they just get things done and don’t need a training session just to find that damn “export” button.\\n\\n10+\\nyears on market\\n\\n100+\\nprojects delivered\\n\\n$1M+\\nsaved for customers\\n\\n50+\\npeople on board\\n\\nLet’s Talk Before We Build\\nWe start with questions.\\nEvery project begins with deep business analysis to uncover what matters most right now and what’s getting in the way.\\nCurious if we are a match? Book up to four one-hour consultation sessions with our CEO for free.\\nShare ideas, define direction, and begin with intention.\\n\\nBook a call\\n\\nCurious about our product development process?\\nWe are web and mobile app development company providing end-to-end solutions and services to our partners. From design and prototyping to product delivery — we support you with custom built tools that grow with you and your people\\n\\nArchitecture and Infrastructure\\n\\nEmpowering success through infrastructure and architecture solutions.\\n\\nDevelopment and Testing\\n\\nDriving innovation through excellence in development and testing.\\n\\nRelease Train Delivery\\n\\nEfficient release management for smooth, continuous operational flow.\\n\\nRegulatory Compliance\\n\\nRegulatory compliance for data security and privacy (HIPAA, ISO, GDPR).\\n\\nPost-launch Support\\n\\nReliable support and implementation of new infrastructure.\\n\\nWe also love\\nwhat our partners say about us\\n\\nJak Benardete\\nCEO\\nShopbeam\\n\\nI am absolutely satisfied with the project we have done with The App Solutions team. Professional developers, decent project manager and passioned marketing team helped Shopbeam to win an Internet Advertising Competition Award for Outstanding Achievement in Internet Advertising in 2015.\\n\\nShow more\\n\\nYelizaveta Maximets\\nSenior recruitment and employer brand specialist\\nErnst & Young LLC\\n\\nWe chose The APP Solutions to become our official partner and developer of our mobile strategy due to their professional and expert approach to work. It takes a lot of dedication and effort to work with company like ours. Guys suggested the best solutions for our project and successfully implemented all our ideas.\\n\\nShow more\\n\\nHillel Krajzman\\nCOO\\nOpenbucks\\n\\nWe use The App Solutions for staffing, and they have been exceptionally skilled – and successful – at finding us the right candidates. Few things are as important to us as our investment into people, so we really value this contribution. A pleasure to work with, and they found us very talented engineers.\\n\\nShow more\\n\\nTyler Downs\\nVice President of Engineering\\nQured\\n\\nThank you both for the pictures. It was an absolute pleasure to work with The App Solutions team. It was an excellent journey that I really enjoyed. From envisioning to reality for five (5) applications backend and frontend in 4 months 10 days for the first users. I'm so amazed what high performing teams can do!\\n\\nShow more\\n\\nRomolo Ganzerli\\nGlobal Digital Marketing Director\\nCoty Inc.\\n\\nIt’s a real pleasure to work with The APP Solutions because it never feels like a client/supplier relationship. In essence, it’s a true collaboration aimed at delivering the best possible experience to our users, on time and within budget.\\n\\nShow more\\n\\nPatrick Rahme\\nCo-founder & CEO\\nAllSquare\\n\\nWorking with TheAppSolutions is a real pleasure. All their team members are friendly, professional and detail-oriented. A real treat!\\n\\nShow more\\n\\nQuestions you may have\\n\\n01. Is APP Solutions only a mobile development company?\\n\\nAPP Solutions started as a mobile app development company, but currently provides a substantially broader spectrum of services. We have significant expertise in a broad variety of subjects, ranging from e-commerce to telemedicine. We passionately bring back-end and front-end web projects to life with composable architecture, Android, iOS, native, and cross-platform solutions to make customers feel happy. We offer top web and mobile application development and other services based on your needs, from prototyping your idea to polishing the final product through UI/UX design, front-end/back-end, infrastructure, EHR integration, and security. Our services also include AI/ML, design, cloud services, and data engineering. We can join from the idea stage to build your MVP or help you achieve predictable, agile delivery on your existing engineering roadmap.\\n\\n02. What services does The APP Solutions cover as a mobile app development company?\\n\\nAPP Solutions provides mobile app development services for your chosen platform. Our outsourcing model allows us to assemble an efficient team of experts for project requirements of any complexity. No unnecessary roles — every team member’s contribution is planned down to the hour. We cover infrastructure, architecture, development, UI/UX design, testing, and ongoing support for as long as you need it. We select not just developers but professionals who can contribute exceptional ideas to improve and optimize your initial plan.\\n\\n03. How does The APP Solutions choose app developers for a project?\\n\\nOur company offers three interaction models, depending on your project’s stage and level of complexity. These include:\\n\\nTime and Materials. A turnkey project model where you define the vision and goals for the product in the marketplace, and we handle the development.\\nDedicated Team. A full software development team will provide you with all the technical aspects of the project while you focus on business and marketing tasks.\\nExtended Team (Outstaff). Ideal when you need a specific employee (e.g., cloud-native developer) without whom the product cannot be completed. We can select and support this person for the entire work period.\\n\\n04. Do you provide health mobile app development services?\\n\\nYes, we do. We’re a leading web and mobile app development company with proven expertise in the medical field. You can find more details about our healthcare web development experience and other projects in our case studies.\\n\\n05. Do your healthcare software development services comply with HIPAA standards?\\n\\nOur healthcare software company complies with HIPAA and GDPR, which are regulations officially recognized in the US, Canada, and the EU. Additionally, we ensure the security of patient data through:\\n\\nEnd-to-end encryption (both at rest and in transit)\\nSecure authentication and authorization\\nData anonymization and minimization\\nSDL\\nSafe APIs\\nRegular security audits and penetration testing\\n\\n06. How long does it take to develop an app?\\n\\nIf you want to develop a web or mobile app from scratch, you must understand that it is impossible to do so in 2-3 months. You should be prepared for the development process to take 6 months or longer. This includes planning, development, testing, launch, continuous improvement, and ongoing support of the newly created product.\\n\\n07. How much does mobile app development cost?\\n\\nThe cost of the project depends on the following factors:\\n\\nThe number of specialists involved\\nTime frame\\nScale and complexity of the solution (custom software development, MVP, or a full-fledged, comprehensive product)\\n\\n08. How do you ensure app security and compliance?\\n\\nOur team takes the following steps to maintain app security and compliance:\\n\\nRegulatory Compliance. We strictly comply with data privacy and security regulations, such as HIPAA and GDPR, which are most important to e-commerce, FinTech, and a few more sectors.\\nSecurity-by-Design Philosophy. Security is incorporated into the development process right from the start, with safe coding practices and compliance requirements embedded into every workflow. These include handling sensitive data, encryption, real-time security monitoring, and managing user consent flows.\\nEnd-to-End Development. Services cover solution architecture, development, testing, and ongoing support.\\n\\n09. Do you offer fixed-price or hourly billing?\\n\\nWe offer both. Fixed-price billing is ideal for standard projects with defined scope, schedule, and deliverables. Hourly billing (Time & Materials model) best suits projects with changing or undefined scopes, like app prototyping or continuous enhancements. The Time & Materials model charges based on the time devoted to the project and the cost of materials (effort) spent developing. For more details, contact us.\\n\\n10. What technologies do you use to develop applications?\\n\\nAt APP Solutions, we use a wide range of modern technologies to develop scalable and secure applications customized to user needs, both mobile and web. These include React, Angular, Vue.js, JavaScript, Node.js, Python, .NET, Java, Flutter, React Native, AWS, Azure, GCP, AI/ML, and more.\\n\\n11. What types of mobile applications do you create?\\n\\nWe develop a range of mobile apps for various industries and purposes, including:\\n\\nNative mobile applications developed for Android and iOS.\\nCross-platform mobile apps created with frameworks such as React Native and Flutter.\\nEnterprise Mobile Applications created for back-office business processes, employee management, and workflow automation.\\nPredictive analytics and personalization-enabled AI apps.\\nHTML5, CSS, and JavaScript-based Progressive Web Apps (PWAs).\", \"url\": \"https://theappsolutions.com/\", \"with\": [\"SMBs trust our web and mobile app development services since 2014\", \"Thank you both for the pictures. It was an absolute pleasure to work with The Ap\", \"If you want to develop a web or mobile app from scratch, you must understand tha\", \"Predictive analytics and personalization-enabled AI apps.\"], \"without\": [\"Privacy Policy\", \"cookie-banner\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5007", "input": "https://forum.expeditionportal.com/threads/photography-tips-for-beginners.155405/page-2", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5007\", \"ground_truth_path\": \"source/test/ground-truth/5007.json\", \"ground_truth_sha256\": \"23394b9ef51dff5d2a0bbd159a5782baac97ae6625a33939883e0478e5e22823\", \"html_path\": \"source/test/html/5007.html.gz\", \"html_sha256\": \"c5366ef70ba1acbede3ef891d05600ce7ea84596706be0994489653d5bf0daba\", \"page_type\": \"forum\", \"reference\": \"1. start slow. jumping to full manual will probably just frustrate a beginner. I say shoot on full auto and work on framing the picture and what angle you want it from. then move to aperture priority, then move to full auto. All your pictures might not be as good as they could be during that time, but you won't burn out either.\\n\\n2. Filters: polarizer, graduated neutral density filter (use this to keep from burning out the big white fluffy clouds when you want some details in the land)\\n\\n3. RTFM (Read the ********** Manual). I can't stress this enough. Learn how your camera works, how to change the autofocus settings, the exposure settings...pretty much everything on your camera. It's long and boring, but read it.\\n\\nIgnore 99% of \\\"You need to buy...\\\" suggestions.\\n\\nLook at hundreds and thousands of professionally taken photos and figure out WHY you find them compelling. Subject matter, composition, etc. Determine WHY the photographer used that method as opposed to others.\\n\\nTrue story 1: A lady I know wanted to know what camera to buy \\\"to take really good pictures\\\". She then showed me horrible photos of her current camera, a semi-decent DSLR. She went on to say she tries really hard to get the person's face right in the middle square, and the photos come out boring. Now, the photos were fine, technically, meaning all the pixels and everything else were properly exposing and rendering this craptastic image. But somehow it was the camera's fault. I then had to go into Composition 101 to get her to understand that you don't put a face dead center with a person against a blank wall and expect some high adventure action shot out of it....\\n\\nTrue story 2: I was working part time as a photojournalist but am an engineer by day. We had a guy working in a lab that specializes in getting good photos of various product abnormalities for failure investigation. This guy knew every spec for every camera out there. When he would spy me in the cafeteria, he's try to diminish my activities by spouting off lots of camera details. I patiently told him \\\"I don't know about a lot of the stats on various cameras. I know what mine does, and I use it to take pictures when hiking, backpacking, and for my part time job.\\\" Well, I didn't give him the 'victory' he seemed to need, so he came in the next week with some absolutely awful images, and some of mine off the web, to compare. After about 10 minutes of explaining why his shots were superior (everyone was looking at mine), I had had enough and said \\\"Because you had to explain that your shot as good means your shot was not good.\\\"\\n\\nThe purpose of this is NOT to be arrogant, even though I admit I'm a bit of an ***. The purpose is to invest in your SKILL and not in some magical gear.\\n\\nLook at hundreds and thousands of images. What do you like? What don't you? If you were 'compelled' by it, why?\\n\\nInvest in yourself first. Take a few intro classes at the community college.\\n\\nDO NOT join a 'camera club'. You will be beholden to their standards and not necessarily your own.\\n\\nLook at all forms of art as well as photos. Understand what compels people and evokes emotion. Understand you're going for a response, not just 'documentation'.\\n\\nI agree with this 100%!! I go to the State Fair and will spend as much time looking at the submissions for the photo competition as the rest of the family does looking at everything else. And there are some really, really good pictures there. Don't try to figure out why some won awards; there's a lot of subjectivity there.\\n\\nI'll add one more item to the list. Find someone who takes great photos and ask them to mentor you. So long as you're not competing with them professionally, they'll likely be more than happy to oblige.\\n\\nThen go take pictures. Lots of them. Various angles, exposures, settings, etc. In my learning days we were limited to 36 shots per roll, then you had to develop them, then you had to pick out which ones were enlarged, etc. With today's tech there's no excuse not to be taking a ga-gillion pix to get practice. Your only investment after the camera is the time to go do it.\\n\\nDownload the pix to a laptop / tablet and get your mentor to look at them. Go in with an open mind and don't be defensive.\\n\\nAll good tips but many of these seem more than \\\"beginner\\\" tips, good for people with nice DSLRs. But what about people using their cellphones on the trail because their first hobby is 4WD and they just want a good pic of their campsite for the to put online?\\n\\nThe two things I'd say to focus on most are image composition, and good exposure.\\n\\n1. Learn the what the \\\"rules of thirds\\\" and use it. It doesn't work in every situation but unless you have a decade of photography experience it will probably be the best option. And it's 1000 times better than taking picture the same way you \\\"head-shot\\\" enemies in video games. You're not a sniper, you're trying to take the \\\"feeling\\\" of the scene before you and cram it inside a little rectangle.\\n\\n2. Try to compose an interesting foreground, mid-ground, and background subject in your picture. Move up and down, side to side until you can setup the picture to have layers of interest. It's amazing what a little bush hanging on the edge of a cliff adds to the view from the overlook.\\n\\n3. Try to avoid blown out highlights like the plague. Better to have deep black foreboding canyons than a radioactive glowing white sky. If your smartphone has an HDR mode use it to get the dark canyons and the sunny sky. Smartphone HDR is pretty mild and just increases your exposure range. More advanced cameras and post processing can HDR to ridiculous levels, avoid that as much as the blow out skies.\\n\\n4. If you can, try to take pictures with the sun over your shoulder. Imagine the sun is a tall guy standing a few steps to the left or right of you looking down at a 45 degree angle or less. The shadows are much nice than if the sun is directly overhead or directly behind you.\\n\\n5. For every interesting photo op you see take 3 pictures. One normal as it caught your eye. One with a different or interesting perspective. One that is \\\"artsy/weird\\\" and over the top. Then when you get home choose the one you like most and DELETE the other 2.\\n\\nok my 2c\\n\\nfirst. have a camera with you.we keep a point and shoot in each vehicle.its funny how many good images we have gotten by just being somewhat prepared.\\n\\nsome of our best images have been while on the way to work.\\n\\nI leave my dslr and 200-400 in the house and use it on trips,photography drives.\\n\\nuse your camera year round.i find if I don't use it often I start loosing my familiarity with my camera.\\n\\nrealize to take good images and it takes time and effort.\\n\\nits not the camera but YOU\\n\\nhave fun\\n\\nkp\\n\\nIt seems to me that someone new to photography is unlikely to have a DSLR, or even a point and shoot camera. Face it: these days, a beginner to photography will be using a cell phone camera.\\n\\nMy advice: Join a photography club. Almost all welcome beginners. Many have a cell phone subgroup. Most have opportunities to see how different types of gear work in different environments. Some have loaner equipment. If you don't feel welcome, then look for another club in your area.\\n\\nI have only been at it with a DSLR since 2012 but I was told I did quite well learning. I was lucky enough to have a few pro friends I could ask questions. A couple I was able to go out shooting with. It has since turned and I am getting asked questions from others now (I must be doing something right!). It may sound dumb but when I find something I want to know more about, I turn to youtube. It has helped me with taking portrait photos when I was repeatedly bugged to do it (not my forte but I pulled it off!). Other times for just figuring out what some setting may do. Many times for getting better with Lightroom.\\n\\nNot sure if they were mentioned but a lens protector can save you from having to buy a new Tokina wide angle when you accidently hit it...\\n\\nAlong that same thought, if you tend to keep your lens cap off, for whatever reason, a light neutral-density or \\\"daylight\\\" filter affords some good protection, too. In fact, a lot of photographers keep an ND filter on because they're easier to clean and if scratched, a whole lot cheaper to replace!\\n\\nI agree with what you posted here, especially the \\\"Find someone who takes great photos\\\" part. The best thing I did was hit up a friend who is a pro for feedback. He taught me a lot, but nothing more important than \\\"Take a shot, then take three steps to the left and right and shoot another\\\" and also \\\"the difference between pros and amateurs is that we both shoot 100 pictures, I keep one, you keep 99.\\\"\\n\\nPhotography, like any other profession, needs patience and hard work. We live in an age so advanced that we keep seeing new inventions every day. The photography world, too, is advancing day after day and one needs to keep ones self updated, otherwise one would be left behind. You say you're an amateur photographer, I say you're a Pre-Professional.\\n\\nMy best recent tip after traveling full time now for 7 months with a lot of great gear? Don't regret the photo opps you missed. Don't be shy, make that u-turn, slam on the brakes (after checking your rear view haha),\\n\\nGo get the shot, don't be kicking yourself 5 seconds or 5 days later that you didn't take the time to stop and shoot\\n\\nI can second that! I have been scouting Michigan's Thumb region for some old abandoned houses to shoot. I made the mistake of blowing by a couple \\\"I'll get them next time.\\\" One was a fine example and I have no idea where it was now!\\n\\nCouldn't agree more. Last weekend I was travelling down the Oregon Coast and missed perhaps the greatest coastal sunset I've ever seen because I drove past the beach access road and thought, \\\"no I don't want to turn around, I'll just go to the next one....\\\" There wasn't a next one.\\n\\nI might also add to that, go out on a trip for the sole purpose of photography. It's a lot easier to justify stopping on the trail for an hour if your goal is to film, rather than getting to a planned campsite.\\n\\nAnd lastly two seemingly conflicting suggestions with respect to cinematography: Have visions for your signature shots. The greatest shots I've gotten have come because I had a score and sequence in my mind that I was searching for while on the trail. However, every shot doesn't have to be that master shot, and just because it's B-roll footage doesn't mean it's not just as important to your story telling. Your B-roll sets the tone and location and preps your audience for the master shot. Always be prepared to film your B-roll and look for those shots even when you're not in the most photogenic of places. Find the shot, it won't always present itself.\\n\\nOne thing beginners don't always grasp is that pros often take *lots* of photos, and choose the ones they like the best afterwards. And then they manipulate the image post-production to achieve the final result.\\n\\nBack in the day, I remember a pro reporting after a long weekend trip, \\\"Great trip! I shot 100 rolls.\\\" (Standard length 35mm film = 36 exposures per roll.)\\n\\nI am far from a pro. I got my DSLR in 2011. I used to \\\"spray and pray\\\" back then. I figured out all I was doing was making more work for myself. I will take several of the same thing still but not to the degree I did.\", \"url\": \"https://forum.expeditionportal.com/threads/photography-tips-for-beginners.155405/page-2\", \"with\": [\"2. Filters: polarizer, graduated neutral density filter (use this to keep from b\", \"Then go take pictures. Lots of them. Various angles, exposures, settings, etc. I\", \"My advice: Join a photography club. Almost all welcome beginners. Many have a ce\", \"Back in the day, I remember a pro reporting after a long weekend trip, \\\"Great tr\"], \"without\": [\"Overland Forum\", \"Subscribe to Overland Journal\", \"Classifieds\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5009", "input": "https://ambergriscaye.com/forum/ubbthreads.php/galleries/456753/re-5-photography-tips-for-beginners.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5009\", \"ground_truth_path\": \"source/test/ground-truth/5009.json\", \"ground_truth_sha256\": \"0816eef5ff3f3d6aec25986f48c6795f2f33e936dce0b9ed889e1ea5be6e9ccc\", \"html_path\": \"source/test/html/5009.html.gz\", \"html_sha256\": \"b7bb77f72ef9783bb29690ba65d6348560a5b68c43f213fe5b83d09ce0fa673c\", \"page_type\": \"forum\", \"reference\": \"Fueled by a desire to take better photos, last year I got myself a nice DSLR for Christmas. I’m certainly no photography expert - but I did take the time learn a few photography tips I could immediately use to take substantially better photos. Some of these tips can be applied to any photo – not just using a DSLR – so even if you have a point and shoot or a camera on your smartphone, then it’s worth reading these.\\n\\nI should stress, these are only for an absolute beginner; if you class yourself as an amateur photographer, you’ll probably laugh. For me, these tips pretty much blew my mind.\\n\\nThe Rule of Thirds\\n\\nThis really ought to be taught in school, and it’s so ridiculously easy to learn. Essentially, photos will look better if your subject isn’t centered. I know, that may sound totally counter-intuitive, but hear me out.\\n\\nEvery digital camera – even your iPhone – comes with a grid option, which overlays two vertical and two horizontal lines on the picture, splitting the image into 9 sections. Enable it now, and look around. Place items of visual interest onto these lines or at the intersections for a better composition. For example – if there’s a horizon in your shot, don’t place it dead in the center – align it along either the top third or bottom third line, depending on whether you want to place focus onto the sky or the ground/sea. If there’s a foreground subject – a person, or a tree – place them against either the left or right third lines.\\n\\nThis photo from Wikipedia (from user Moondigger ) demonstrates the rule effectively.\\n\\nOn a related note: leading lines encourage a viewer to naturally move “through” your photograph, so including them can stimulate interest. Specifically, this might include a road, a river, or perhaps a short pathway leading out to your subject, or beyond.\\n\\nChange your elevation or viewpoint\\n\\nLogic dictates that you should take a photograph from eye-level right? Nope. Boring. Move the camera either up or down for a more interesting shot; obviously, this makes seeing the viewfinder somewhat more difficult, which is why a rotatable LCD screen can be a wonderful thing – you can hold the camera high above your head or on the ground, and still see what’s going on. This is especially important when photographing kids or animals.\\n\\nHere’s a random example to demonstrate the point; you love cute dogs right? Well here’s mine, and his name is Loki. The first is taken from eye level, and ignoring the rule of thirds. It is the very definition of a boring and bad photograph.\\n\\nThis one is taken from lower down, and attempting to use the rule of thirds for composition. All other settings remained the same. I think you’ll agree it’s much better.\\n\\nAlways take photos in full resolution and full quality\\n\\nWith memory cards so cheap nowadays, there’s absolutely no excuse for dropping the quality down on the camera side – if you need to optimize the image for sharing or sending over email, do this on the computer using any standard photo management app. Why take anything less than the best? The only excusable reason for doing this is to speed up the file saving process if you need to shoot continuously. For most of us, it’s simply a waste.\\n\\nIf your camera is capable of taking RAW format – where all the data the camera sensor receives is saved, and not just the final product – use it. You can’t go back and fix a bad JPG, but you might be able to with RAW. You can’t put a price on some shots. Oh, and even if you do take a bad photo, don’t delete it!\\n\\nThe Trifecta of Exposure (ISO), Aperture and Shutter Speed\\n\\nThis is the most difficult part of photography for me, so I want to thank Jackson for all his helpful advice. I’ll only explain these points briefly; for a thorough explanation head on over to the fantastic ExposureGuide.com, which is where this helpful diagram is from. Print it out, and stick it on your wall!\\n\\nTo explain briefly then, these three factors determine everything.\\nISO/Exposure is how sensitive the camera chip is to light; a high ISO will allow you to take photos even in very low light, but there’ll be more noise (“grainy”). Lower ISOs are better, but not always possible.\\nAperture determines the focal length and is the size of the physical opening to the lens. A higher number means there’s a smaller hole letting light in, which results in more of the background being sharp and in focus. A smaller number is a larger opening, so background objects appear out of focus.\\nShutter Speed is how long the shutter remains open for, allowing more light in. Leaving it open for a longer time will show motion in a photo, while a short time will show a single moment.\\n\\nLearn the modes on your camera\\n\\nEven your most basic point and shoot will have at least:\\nManual mode where you can specify everything.\\nAutomatic mode where the camera will make a best guess.\\nProgrammed mode where certain characteristics are pre-determind.\\n\\nGenerally speaking, you’ll want to stay away from programmed mode and anything to do with adding effects to the photo – these can always be controlled better with manual mode, or applied afterwards. If you take a photo in black and white on a compact camera, you’re simply destroying data that you can never get back again.\\n\\nOn a DSLR, you’ll find a few other modes, and it’s important you understand those too. These modes allow you to set a particular variable and let the camera work out the best values for the others.\\nAv: Aperture Value. This is the most widely used mode for general shooting and gives you control over the Aperture. The camera will calculate the best shutter speed and exposure to use.\\nTv: Time Value. This gives you control over the shutter speed, allowing you to capture either motion or a single moment. The camera will calculate the best aperture and exposure values to use.\\n\\nThese two modes are where you’ll spend most of your time if you’re a beginner to DSLR photography, like myself.\\n\\nThanks for reading, and I hope these photography tips help you in some way.\\n\\nMakeUseOf.com\", \"url\": \"https://ambergriscaye.com/forum/ubbthreads.php/galleries/456753/re-5-photography-tips-for-beginners.html\", \"with\": [\"I should stress, these are only for an absolute beginner; if you class yourself \", \"Always take photos in full resolution and full quality\", \"Even your most basic point and shoot will have at least:\", \"These two modes are where you’ll spend most of your time if you’re a beginner to\"], \"without\": [\"Register\", \"Log In\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5013", "input": "https://digital-photography-school.com/welcome-to-the-newly-updated-dps-forum/comment-page-1/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5013\", \"ground_truth_path\": \"source/test/ground-truth/5013.json\", \"ground_truth_sha256\": \"8e00956c927f22bd9ea0de40a1d62da8e7609dc45064c522b03abe474f4ad1c3\", \"html_path\": \"source/test/html/5013.html.gz\", \"html_sha256\": \"665ecaa34927a9f72e8c08b2b9592c2bc1983771d170787276356e48c27b0cbf\", \"page_type\": \"article\", \"reference\": \"A Post By: Darren Rowse\\n\\nWithin days of starting dPS – back in April 2006 – I began to get requests from readers that they wanted a forum area on the site where they could:\\n\\nShare photos that they were taking\\n\\nGet critiques from other readers on their shots\\n\\nAsk (and answer) questions of other photographers\\n\\nShare their own tips\\n\\nMeet, network with and have a little fun with other photographers\\n\\nA few months later we did add a little forum to the site. It started very small with just a few sections and members but from day 1 was a place where dPS readers could do all of the above – and more.\\n\\nSince that time our forums have continued to grow and evolve. We have over 235,000 members and our categories of discussion have grown from just a handful to cover many topics including:\\n\\nAssignments – where we give members a weekly assigment to shoot\\n\\nHow I Took it – share a shot and give the behind the scenes info on how it was taken\\n\\nBefore and After – show off your post processing sculls\\n\\nEarning with Photography – an area for discussion of monetization of photography\\n\\nShare Your Shots – how off some of your best shots (in a range of categories)\\n\\nCritique – submit an image and get feedback from other members\\n\\nLighting – discussion on how to light your images\\n\\nTutorials – share and read tutorials from other members\\n\\nPhotography Equipment and Gear – discussion, reviews and questions on different brands of cameras and gear\\n\\nThere is a lot more than that too!\\n\\nOver the last few months we’ve been planning a forum upgrade as a result of some broken features and an inundation of spammers and in the last week have completed the upgrade to a new version of the forum software.\\n\\nIt took an enormous effort from our developers (who are still working to iron out a few bugs) but things are much more stable now and if you’re looking for a place to ask a question, interact with other photographer or share your own tips we’d love to welcome you to the dPS forum.\\n\\nOver the coming months we intend to roll out more changes both to the forum and blog part of dPS – so stay tuned for some more fun developments that we hope will make our site even more useful to you.\\n\\nJoin here today!\", \"url\": \"https://digital-photography-school.com/welcome-to-the-newly-updated-dps-forum/comment-page-1/\", \"with\": [\"Get critiques from other readers on their shots\", \"Assignments – where we give members a weekly assigment to shoot\", \"Lighting – discussion on how to light your images\", \"It took an enormous effort from our developers (who are still working to iron ou\"], \"without\": [\"Post-Processing\", \"Tips for Beginners\", \"About dPS\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5019", "input": "https://beersmith.com/forum/index.php?threads/simple-home-brew-recipe.16986/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5019\", \"ground_truth_path\": \"source/test/ground-truth/5019.json\", \"ground_truth_sha256\": \"f71961206c494a4d904ae43868a1dccb2e95ab3fde027db0bc2407aa93231c7c\", \"html_path\": \"source/test/html/5019.html.gz\", \"html_sha256\": \"15b8169139c54fd4f24c6b89a77ac01c127766baa646abe96914f1ab81e8003f\", \"page_type\": \"forum\", \"reference\": \"Wondering if anyone has a simple recipe to get me started with making home brew beer, or wine or mead.\\n\\nThank you\\n\\nProbably best to just buy a recipe kit either on line or from your local home brew shop. If you don't have the equipment needed to brew most shops have starter sets and some of the sets come with a recipe kit.\\n\\nGrab an all grain kit and equipment kit on morebeer, and make a batch, extracts are fine but your first all grain batch even if it isn't amazing will get you hooked. I've never made a bad batch of beer. Hell my first batch won a award...\\n\\nI like wine and all but it takes so long to make compared to beer that I don't make it because I guess I can't wait 1 year for a good wine lol.\\n\\nMead can be the same it's not uncommon to wait 6 months or more.\", \"url\": \"https://beersmith.com/forum/index.php?threads/simple-home-brew-recipe.16986/\", \"with\": [\"Wondering if anyone has a simple recipe to get me started with making home brew\", \"Probably best to just buy a recipe kit either on line or from your local home br\", \"Grab an all grain kit and equipment kit on morebeer\", \"I like wine and all but it takes so long to make compared to beer\"], \"without\": [\"Privacy policy\", \"Terms and rules\", \"New posts\", \"Search forums\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5022", "input": "https://www.brewersfriend.com/forum/forums/beginners-brewing-forum.17/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5022\", \"ground_truth_path\": \"source/test/ground-truth/5022.json\", \"ground_truth_sha256\": \"d5eb204cff951933ca78d65cbd1c8a9040b7d7e164d53dda84a6fac4c08fac00\", \"html_path\": \"source/test/html/5022.html.gz\", \"html_sha256\": \"fb054757a352839d3515492f62087638de26c6a409fd0b00e6b105499b19bdb7\", \"page_type\": \"listing\", \"reference\": \"Beginners Brewing Forum\\n\\nNew to brewing? Ask questions and discuss issues new brewers may face.\\n\\nBeginner's Brewing Illustrated Tutorial\\nWhat went right...so far? What about that low FG?\\nRecipe App?\\nBoil off question - water vs wort.\\nA Little Confused (maybe overwhelmed) With Gravity And When To Fix It\\nGuinness clone with a twist\\nFinal Gravity Misses High\\nPliny Clone Oxidized?\\nYeast Attenuation - Safale - 05\\nHop times\\nWater profil\\nJoys / challenges of winter beer brewing in the Midwest\\nPriming Sugar Substitutes / Life in a Home Brewing Desert\\nMashing in too much water / & relatedly...\\nWater chemistry - how much to add and when???\\nShould I Worry About My Lager?\\nBIAB and Boiling Again\\nBeverage Air Dual Zone Kegerator (DZ24)\\nYeast (each)\\nHelp With Boil Times, Please Help?!\\nConcentrated Wort (error in calc) and added water post boil. How to calculate\", \"url\": \"https://www.brewersfriend.com/forum/forums/beginners-brewing-forum.17/\", \"with\": [\"Beginner's Brewing Illustrated Tutorial\", \"Boil off question - water vs wort\", \"New to brewing? Ask questions and discuss issues new brewers may face.\"], \"without\": [\"Privacy policy\", \"Terms and rules\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5024", "input": "https://beersmith.com/forum/index.php?forums/recipes.3/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5024\", \"ground_truth_path\": \"source/test/ground-truth/5024.json\", \"ground_truth_sha256\": \"465fb816aa6a376ff26e31f9c66dbc6c10c4235668376fb20c4bd1a9aed04a6e\", \"html_path\": \"source/test/html/5024.html.gz\", \"html_sha256\": \"75c8641e5c7a1ebf241be60764fd42a1a4dfdd87bd709ad9f0103fc31cc5ee70\", \"page_type\": \"listing\", \"reference\": \"Recipes\\n\\nBeer Recipes and Style Discussion\\n\\nLOOKING FOR BASIC BRITTISH ISLES RECIPES\\nRecipe Discussion Board and BeerSmithRecipes Depository\\nBLAAND EXPERIMENT Done\\nHouse Ale MkII (Aussie Ale)\\nI cant see the recipes for print or pdf or in the screen\\nIndia Pale Lager?\\nThe Original Russian Imperial Stout\\nWhat makes a good summer beer?\\nCould not download recipe from the server\\nIs it to early to SMaSH?\\nArtificial Intelligence Beer\\nHas anyone made City Steading Brews' \\\"Dark Oak Stout\\\"?\\nTOAST BEER\\nAyinger Celebrator Clone\\nMy first starter\\nToasted Kolsch\\nIs a SMaSH still a SMaSH if . . .\\nSake SMaSH BiaB recipe - How does it look?\\nChocolate Chili Stout\\nFour Ron Pattinson Recipes\\nCBD infused beer\\nSession IPA Brewing Tips?\\nRandom Recipes to Share\\nRandom Recipes to Share #2\\nRecipe recommendation for skill builder\\nCook time for a 10 lb brisket?\\n1930's Texas Hill Country Beer Recipe\\nRecipe way off on brew day\", \"url\": \"https://beersmith.com/forum/index.php?forums/recipes.3/\", \"with\": [\"Beer Recipes and Style Discussion\", \"LOOKING FOR BASIC BRITTISH ISLES RECIPES\", \"BLAAND EXPERIMENT Done\"], \"without\": [\"Search forums\", \"New posts\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5028", "input": "https://www.plantedtank.net/threads/new-tank-setup-opinions.1332084/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5028\", \"ground_truth_path\": \"source/test/ground-truth/5028.json\", \"ground_truth_sha256\": \"bbc8cac8a15beb010f0f0a0d04dff73b8cb1900b89ca24b33bf00a22742334ec\", \"html_path\": \"source/test/html/5028.html.gz\", \"html_sha256\": \"8aeceaecb235d40856da69568fff068d905374f0d558c703e3d20003c24baf6d\", \"page_type\": \"forum\", \"reference\": \"Hey guys, First time posting here. I got into the hobby about three/four years ago. Started with a 5 gallon. Upgraded to a 22 gal long and just recently bought a 42 gal. This will be my third scape. The new tank will swap out the 22 gal. But I need some help deciding on the layout. You will see three options I came up with so far in pictures attached. I plane to have inlet and outlet on right side. Oase Biomaster 350 with inline C02 diffuser. I plan to use the plants from the 22 gal. Probably add Pinnatifida. Substrate will be 50/50 crushed lava rock and Fluval Stratum in the back for Bacopa. I'll probably use the Parva at the front left and right corners and/or S. Repens. Pool filter sand will be used at the front/middle. Epiphytes will be Java Fern, Buce, Anubias. Hardscape is Icelandic Lava Rock and Hornwood I believe. I look forward to the input and recommendations. Cheers!\\n\\nI like the first layout the best. It caught my eye even before I expanded the thumbnails.\\n\\nI like your 3rd layout (3760), but I tend to prefer aquascapes with more height. Especially if it breaks through the surface. The arch layouts work too, but maybe don’t force them to connect. It looks a little unnatural to me. Take my advice with a grain of salt. Your other scape looks great. And I’m sure any scape will look awesome with the plant selection you have planned.\\n\\n^agreed They all look good but do you want more natural? If so an arch isn’t.\\n\\nYea I’m in the process of building the third rendition. Thanks!\\n\\ni prefer the third 3760, although they all look great. sheesh your 22L looks great too\", \"url\": \"https://www.plantedtank.net/threads/new-tank-setup-opinions.1332084/\", \"with\": [\"Hey guys, First time posting here. I got into the hobby about three/four years\", \"I like your 3rd layout (3760), but I tend to prefer aquascapes with more height\", \"Yea I’m in the process of building the third rendition.\", \"i prefer the third 3760, although they all look great\"], \"without\": [\"Privacy Policy\", \"Log in\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5029", "input": "https://www.fishforums.net/threads/beginner-new-tank-setup-advice-appreciated.463767/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5029\", \"ground_truth_path\": \"source/test/ground-truth/5029.json\", \"ground_truth_sha256\": \"8e1b06e82842156bce332abc201f5037a5039e0f0c131cb44ca1e7c7a15956c9\", \"html_path\": \"source/test/html/5029.html.gz\", \"html_sha256\": \"e472d3de6759df89ae72f913b1980d43998afa01fbf1f65f4d7d3009b770c71f\", \"page_type\": \"forum\", \"reference\": \"Hello! I've recently had my 125l tank arrive, and have finally got it set up yesterday with hardscape, equipment, and plants! (had some real trouble getting plants that grow on rock/wood to stay down, so please excuse the temporary mess!)\\n\\nI'm going for a planted/silent cycle, based on what i've read. There are more stem plants hidden at the back that aren't really visible in that photo, but i'm going to hopefully grab a few more tomorrow to fill it out a bit more, as i've heard that the planting needs to be quite heavy to work. The thing is, i have no idea what to look out for/what to do at the moment, besides watch for signs of growth in the plants. I've got water test kits, but i'm not sure what i should be looking out for at thus point in time, and how often to do water changes. I know a weekly water change is good when it's all set up, but do i need to change it more frequently now that it's just starting? and what are the indicators that show i need to change the water? Any help would be appreciated!\\n\\nAlso, if anyone has any tips outside of what has been mentioned, i'd love to hear them! Also any critiques about the layout would also be appreciated, as it's my first time doing something like this!\\n\\nI think @essjay and maybe @PheonixKingZ have planted tank? I have no experience so I can’t comment\\n\\nLet’s work out your cycle first... are you aware on how to properly cycle a tank? If not, read up here: https://www.fishforums.net/threads/cycling-your-new-fresh-water-tank-read-this-first.421488/\\n\\nDo you have a test kit?\\n\\nGet. Amazon frog but and water lettuce to float on water surface.\\n\\nTurn everything on as you’ll have it when the fish are in. Temp, light hours, filter etc Test your water once all your plants are in, take a photo once all your plants are in......then wait and wait until there’s definite plant growth.\\n\\nIf I can do a silent cycle anyone can.\\n\\nSpend your time peering into the tank, researching fish and drinking beer. It’s the least stressed your ever gonna be regarding your tank. Enjoy it.\\n\\nNice scape\\n\\nAmazon frogbit or water sprite as floating plants would be ideal for a silent cycle. You do need fast growing plants and java fern, anubias and moss are slow growers. I don't know what the plants at the back are but if they are stem plants they are usually fast growers.\\n\\nWith a silent cycle, once the tank is planted you wait until the plants are showing signs that they are actively growing and not about to die. Then add fish slowly, one batch at a time. Monitor ammonia and nitrite every day to make sure the plants are taking up all the ammonia. After a week or two, get the next batch. If at any time you do see ammonia/nitrite you will need to do water changes till they drop to zero, and wait a few weeks before getting any more fish. Hopefully during that time the plants will have grown a lot bigger and able to take up more ammonia.\\n\\nI have slow growing plants attached to wood and floating plants in my main tank. If I get new fish, I move a few water sprite plants from my main tank into my quarantine tank and they do the job just as well as mature media. I've also used bunches of elodea (anacharis) left to float in the QT.\\n\\nThank you all for the helpful replies! I'll be sure to post a new image once i've gotten the additional plants in. In regard to the test kit, i have the API master kit as i heard it was effective. Do i need to test for ammonia/nitrates before i add the fish, or only after? And if i do need to now, what do i look out for, and when do i change the water (besides weekly)? I'd already hoped to get some Frogbit tomorrow in addition to extras of the species that i already have, as i do not particularly like the look of the floating water sprite i have (top left of the image, as the filter flow pushed it into the corner). That water lettuce looks good as well, would it be ok to combine them, or should i stick to just one floating plant species? Also, once the fish are in and the floating plants have taken over, would it be possible to crop them back without causing an ammonia spike, or should i make sure they don't take over in the first place so as not to go over my stock quota accidentally? Thanks again!\\n\\nWell I'm back with a slight update! I didn't manage to get all/as many plants as i'd hoped, but i've added quite a few few new stem plants at the back (you can see a couple to the left of the large bogwood), some more on the right as well, a few more rotala on the left, and some floating water lettuce.\\n\\nI hope this is enough to at least get it started, but let me know if i need to get any more as i can always order some in. In regards to water testing, i've never been very good at the colour matching, but ammonia, nitrates and nitrites all seem low/none, so that seems good.\\n\\nI've another problem i'd hoped someone could help with however: i've noticed a strange, opaque.. fluff over some of the bogwood and substrate. I imagine it's an algae of some kind, and i'm not sure what to do about it.\\n\\nApologies for the poor photo, but it's hard to get a good image of it. For context, this is the piece on the far right of the tank in the first image. Any advice would be appreciated.\\n\\nStuff on driftwood looks like biofilm, a kind of algae that grows on driftwood. It's harmless and would normally dissipate on it's own.\\n\\nHow to Get Rid of White Fuzz on Your Aquarium Driftwood\\n\\naquariawise.com\", \"url\": \"https://www.fishforums.net/threads/beginner-new-tank-setup-advice-appreciated.463767/\", \"with\": [\"I'm going for a planted/silent cycle, based on what i've read. There are more st\", \"Turn everything on as you’ll have it when the fish are in. Temp, light hours, fi\", \"Well I'm back with a slight update! I didn't manage to get all/as many plants as\", \"Stuff on driftwood looks like biofilm, a kind of algae that grows on driftwood. \"], \"without\": [\"Search forums\", \"Members\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5031", "input": "https://en.aqua-fish.net/articles/guide-setting-up-aquarium-pictures", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5031\", \"ground_truth_path\": \"source/test/ground-truth/5031.json\", \"ground_truth_sha256\": \"ddd6c2541bd38cbd08264ff1485ef2b455f530f44b155c3f02dcd1fe6cb397a5\", \"html_path\": \"source/test/html/5031.html.gz\", \"html_sha256\": \"b9b717335d7f213c5ea9e5cada993dca31ba63d1c690fb91944beded8f6a9aa9\", \"page_type\": \"article\", \"reference\": \"Brief Description\\n\\nWhen deciding to set up an aquarium it is important to think about how to approach the situation. There are very specific methods to setting up a successful aquarium no matter what kind of fish you decide to keep. There are so many things to think about like, what types of fish do you want? How much time and work are you willing to put into the hobby? How much are you willing to spend on your new aquarium? These questions are only the beginning of what is to come with the start of a new aquarium. It might all be overwhelming at first but in the grand scheme of things having an aquarium will pay off in the end because it is a rewarding and relaxing hobby. This article is going to present some guidelines to follow in order to start a successful aquarium. The key is to consider all of your options and choose features that compliment one another in the underwater world you are about to create.\\n\\nChoosing your fish\\n\\nThe first step to setting up an aquarium is choosing the types of fish you would like to keep, but do not buy them. By first choosing fish and not yet buying them you can get an idea of what type of aquarium and accessories you should buy. By knowing the type of fish you are going to buy and knowing their requirements you can make informed and educated decisions on how to successfully set up a new aquarium. There are three main types of fish available to the aquarium hobbyist: coldwater, tropical and marine. Tropical fish live in relatively warm, freshwater and can be among the easiest to care for. Coldwater fish come from freshwaters that are colder than regular tropical fish can handle. Marine fish are saltwater dwellers and are pretty difficult to care for. They have more water requirements and can be more demanding of your time and energy. Generally, marine fish that are available to you through retailers are warm, saltwater fish, because coldwater marine fish are harder to attain and keep in captivity.\\n\\nDifferent fish have different needs and one water parameter may be ideal for one type of fish but can possibly be lethal towards another type. The reason for this is adaptation. Species have evolved over time so that they can adapt and live in certain locations at specific conditions. Drastic changes to living conditions can place the life of a fish in peril and may result in declined health or death. Some fish that are bred and raised in the aquatic retail industry have become less sensitive to differentiated conditions yet not totally immune.\\n\\nWhen choosing types of fish you must really understand how to first take care of their needs. Live bearers such as guppies and platys need plenty of plants to hide in especially when giving birth to their young. Flounders need a sandy substrate in order to camouflage themselves enough to hunt for food. Loaches need plenty of free swimming space to compliment their playful behaviors. Different species of fish have their own unique needs; the key is to find fish that can coexist in an aquarium where all of their requirements can be met.\\n\\nDo your research by taking a trip to your local aquatic retail store and asking the fish experts for advice. If anyone should know about what species can live together it’s the person selling you the fish. Have the sales person recommend which species of fish are ideal for beginner aquarists. Most likely, if you have never had an aquarium before and you want something somewhat low maintenance they will recommend that you do not get a saltwater tank with marine fish because they are harder to care for and require more knowledge of technical details than a freshwater aquarium. They may recommend that you start with a gourami or guppy because they are hearty fish that are fairly inexpensive and easy to care for. You would definitely not want to purchase an expensive fish only to realize you haven’t enough time or any idea how to care for it and in the end, you don’t want to flush that expensive investment down the toilet. Another reason they might recommend the guppy or gourami is that they are relatively small fish who produce less waste. An inexperienced aquarist may do great taking care of larger fish such as cichlids that are very hearty but the maintenance is more time consuming due to the amount of waste produced by these big eaters. There are more water changes and aquarium cleanings involved in their care but I say: if you have the time to dedicate to your hobby then who’s to stop you from having cichlids?\\n\\nThere are three general layers in every aquarium. Some fish are top swimmers while others like to hang out in the middle and the remaining are bottom dwellers. Some of the common fish in each level are: bottom dwellers such as loaches, catfish and corys, middle swimmers like tetras and angelfish, and top inhabitants including hatchet fish and four eyed fish. Be sure not to overstock your tank with too many fish in each level or you will have territorial disputes to the death in your aquarium.\\n\\nThe Proper Sized Aquarium\\n\\nWhen you think about how much you want to spend on an aquarium you should try to get the largest tank for your money. Larger aquariums are always a little easier to keep stabilized than smaller ones. Think about it, fish eat, sleep, and live in the same water as they excrete their wastes into. In a smaller tank the waste will quickly become quite concentrated of contaminations. If not cleaned very frequently it will lead to very ill fish, inevitably resulting in death. Having a larger area of water will allow you to do partial water changes every week or two without having to worry about chemical build up and the declining health of your fish.\\n\\nThe size of the fish at the time of purchase should not be the determining factor of how large a tank you should purchase. Some fish can be purchased at deceivingly small sizes and then grown to be too large for your aquarium to handle. Keep in mind the size your fish will be when reaching full adult maturity. Guppies will stay small, reaching a mature size of 2.5 inches while the Oscar will reach up 12 inches long. Needless to say the Oscar will require a larger tank than the guppy after a few months go by.\\n\\nAnother thing to think about is how many fish you will want to raise. This should also be a contributing factor in how big an aquarium you should purchase. If you want just a few fish you may only need a 10 to 20 gallon aquarium. If you want a lot of fish then you might want to consider a 29 gallon aquarium or larger.\\n\\nIf you already have an aquarium that you would like to fill then there are some loose guidelines to follow. For every 12 square inches of surface area in a freshwater tank you can add 1 inch of fish into the aquarium. So if you have a 29 gallon aquarium you will only want up to 30 inches of fish residing in your tank. This does not mean you should go out and buy one fish that is 30 inches long. (But good luck with finding one to buy that is that big.) If you have 15 guppies that are 2 inches long then you are at full capacity. For a coldwater tank you could have 1 inch of fish for every 30 square inches of surface area and for a marine aquarium you should have 48 square inches of surface area per 1 inch of fish. Remember that these are not very strict guidelines and ultimately it is your aquarium and you will decide whatever you want. Just use good judgment when deciding how to maximize the full potential of your tank space.\\n\\nFiltration and water movement\\n\\nOnce you determine what size aquarium you want to keep you will have to find the right filtration system. The purpose of a filter is to clear debris and harmful chemicals from the aquarium, and also to re-oxygenate the water. You will want to choose a filter size according to the amount of water that your aquarium can hold. You should always keep in mind that they type of fish you keep may require more filtering power than normally recommended because of the amount of waste produced. In that case you should get a filter that is larger than recommended for you aquarium size or you can add a second filter.\\n\\nThe three types of filtration include mechanical, biological and chemical. Most store bought filtration systems will provide all three types of filtration. The mechanical filtration requires the polluted water to be pushed through a sifting substance which will remove the debris replacing clean water back into the aquarium. Biological filtration consists of different types of bacteria whose job is to metabolize and convert chemical wastes. Chemical filters utilize activated carbon crystals to remove the toxic chemicals metabolized by the bio-filter. This whole system works together in order to provide a clean and safe environment for your fish.\\n\\nAs the water gets pushed out of these multifunctional filters it is flows back onto the surface of the aquarium water. This is where the gaseous exchange of oxygen gets replenished into the tank once again. The key is to have movement on the surface of the water so that the atmospheric oxygen can diffuse back into it. The more surface area of water exposed the better. That is why it is more practical to have a low wide tank instead of a tall narrow one.\\n\\nAir pumps can be used to diffuse oxygen into the water. This is very important for the respiration of fish and the nitrification bacteria if the filtration device does not provide the aquarium with an adequate supply of oxygen. Without enough oxygen your fish become hypoxic which will eventually result in death. Adding live plants into your tank will help to increase the oxygen levels naturally. Keep in mind that saline and heat decreases oxygen levels so you will want to monitor those levels carefully.\\n\\nHeating and lighting\\n\\nTemperature plays a big role in the health of an aquarium. Whether it is fish, plants, or invertebrates, every creature has an optimum health temperature. When assembling a community of fish you will need to choose them according to the optimum water conditions that they require. Most aquariums will need an artificial heater to maintain consistent temperatures throughout colder seasons. Some aquariums will need a heater year round and others may only need it for treating illness in the tank. Depending on how much you need to raise the temperature and how big your tank is, you will have to find out which heater is right for you. Heaters come in a wide range of wattage and size so you will have to choose one based on your needs. Heaters come in as low as 25 watts for heating as little as 5 gallons of water to 300 watts for heating up to 75 gallons of water. Titanium heaters are available for any tank that is larger than 75 gallons for sufficient and accurate heating.\\n\\nLighting also plays a crucial role in the aquarium. It provides ambiance to create a certain look and feel in the aquarium. You can get different colors or wattage to compliment your fish and plants. Choosing the right light may allow your plants to grow while choosing the wrong lighting can result in algae blooms. The most common aquarium lighting is fluorescent tube light bulbs. They last a long time, use up less electricity and they are great for the growth of plants.\\n\\nMoon lights are also available for overnight lighting. They allow you to see fish at night without casting a disturbing brightness over the tank. The lunar light creates just enough of a glow to allow nocturnal fish to be observed at a time when they would naturally be out and about.\\n\\nLighting timers are also available and can be an enormous asset to the aquarium. Just as the sun goes up and down in close to regular intervals each day, you can have a timer mimic the cycle of day and night. Program the timer to turn on and off for a consistency your fish can appreciate.\\n\\nSubstrate\\n\\nDecorating an aquarium starts with choosing the substrate which is the materials used to cover the bottom of the tank. Having substrate not only serves as a decoration for your beautiful underwater environment, but it also helps to cultivate the beneficial bacteria and keep the fish oriented. If the bottom of the aquarium is not covered the glass will reflect what is going on in the tank and the fish can easily become confused as to which way is up. The substrate covers the bottom preventing the reflection allowing the fish to determine which way is up and which way is down.\\n\\nSubstrate can be all types of different substances. Gravel is the most common substrate found in freshwater aquariums and sand is the most common substrate found in saltwater aquariums. The substrate in your aquarium should be 2 to 2.5 inches deep, which is a great depth for bacteria to form a colony. If the substrate is too shallow it will not be helpful in anchoring plants, if it is too deep then food and waste will get trapped beneath allowing dangerous chemical build-up to form in the tank.\\n\\nWhen choosing a substrate you should think about how it will work with your tank setup. If you have sucker fish you should use gravel instead of sand to allow the mouth of the sucker fish to have something to suction to. If you have flounders you should use sand instead of gravel because they need to blend into the bottom surface to feel safe. Be sure to also realize that different substrates require different maintenance techniques. Sand is harder to siphon because it is so fine and will easily be removed with the water which is something you definitely do not want to happen. Gravel may require more siphoning because more waste and chemicals can get trapped within it.\\n\\nIn addition to gravel and sand there are a number of different substrates to choose from. Glass marbles or gemstones could be added to the aquarium to add color and reflective light. The only problem with that is fish tend to get irritated and stressed by the refracting light. River stones are larger than gravel but not quite big enough to build caves out of. They can provide a unique look to your aquarium but it might be best to lay a thin layer of sand or gravel under the stones to prevent them from cracking the glass. Nutrient rich substrates are also available for planted tanks. This substance provides fertilization to help plants thrive in an aquarium setting.\\n\\nBacteria: Metabolizing ammonia and nitrite\\n\\nWhen it comes to setting up a new aquarium it is very important to establish a colony of bacteria to process the ammonia and nitrite that will inevitably be produced by the fish. This step is quite often overlooked by novice aquarists until the first residents of the tank begin to die. What happens is, fish are prematurely introduced into the tank, they eat and then they excrete waste, the wastes then cause an ammonia surge. Without the proper bacteria to metabolize the ammonia the chemical builds up in the aquarium causing death. But ammonia is not the only problem; nitrite is another killer among fish in tanks without the bacterial defense. When the ammonia converting bacteria establish themselves in the aquarium the byproduct then becomes nitrite which also needs its own metabolizing bacteria. Nitrite converting bacteria need to then be established in the aquarium in order for the water to be prepared for fish to live in it.\\n\\nThe solution is to starting a new freshwater aquarium is a process called fishless cycling. First you will need to purchase a master test kit for your aquarium. Get your aquarium set up with water, substrate, the biological filter running and the heater set to 80-85ºF. Do not worry about fish, plants, or decorations. Fishless cycling is a quick route to establishing a bacterial colony in your aquarium, taking 3 to 4 weeks instead of 6 to 8 weeks, without sacrificing the first few lives to live in the aquarium. You will use the master test kit to test the water on a daily basis to check the levels of ammonia. For each gallon of water in your aquarium add 5 drops of ammonia until the ammonia test shows a level of 5ppm. You will need to test your ammonia level each day, adding more ammonia if the results show between 1 and 4ppm. Always bring that level back up to 5ppm. After about two weeks you will test the ammonia level in the tank and find it at 0ppm. This is a good thing. Now you start testing for nitrites and do not be surprised when the results show very high levels. Bring the ammonia level in the aquarium back up to 2ppm. Test nitrite daily to see if there is any change while consistently keeping the aquarium at an ammonia level of 2ppm. Just as the ammonia disappeared all of a sudden, so should the nitrite. Adjust your heater down to a level that should suit the fish you would like to raise. Add ammonia to the tank water for a few more days, wait 12 hours and test for ammonia and nitrite to make sure the levels are still dropping back down to 0ppm. You will notice the nitrate level rising and that is ok. After about three days of consistent test results at 0ppm, you should perform a partial water change to remove some of the nitrates. Be sure never to clean your water through out the fishless cycling process until you get to this point. It is very important to keep all of the ammonia and nitrites in the aquarium to be able to establish the bacterial colony. Once you have the bacteria all set up it is time to add your fish.\\n\\nPlants, shelters and backgrounds\\n\\nPlants, shelters and backgrounds provide security for your fish. Since they are naturally shy creatures, fish tend to want to hide when they do not feel safe. Providing your fish with adequate hiding places will help them to become comfortable in the aquarium and they will eventually start becoming more social.\\n\\nThere are many different plants to choose from when you first start putting you aquarium together. First of all, would you like live or artificial plants? This is a very important decision because live plants will determine a number of other features in your aquarium. Some fish like to dig up plants so you will want to get hearty plants that will not be damaged. Plastic plants would probably work best in this situation. Artificial plants lend an aesthetic quality to the aquarium without altering the quality of the water. This can be a great thing to a new aquarist who is just starting out. Taking care of a whole new eco-system is tough enough without adding live plant matter to the equation.\\n\\nChoosing to utilize live plants can benefit your aquarium greatly if you are up to the challenge. If you have enough live plants in the aquarium you may not need to do anything more to chemically filter or re-oxygenate the water. The plants will naturally do that for you but you may need to provide the plants with enough carbon dioxide to thrive. If you choose to have live plants and no filter you will need to perform frequent water changes to remove the debris from food, waste and dead plant matter. Remember that live aquarium plants require gardening just as regular plants do.\\n\\nAquarium plants not only provide aesthetic value to the tank, but also protection and shelter as well. Shelters and hiding places are a huge asset for the security and health of the fish. If they are stressed out from lack of shelter their immune system becomes weakened leading to diseases such as ich, difficulty breathing, or loss of appetite. Shelters come in all sorts of forms, not just plants. They can be logs, porous decorations, flower pots, caves, etc…. When looking for the right shelters for your fish think about where it came from and what it came in contact with. Poly-resin decorations that can be bought in an aquatic retail store should be clean and non-corrosive; therefore it should not alter the chemistry of the water. Logs and driftwood should be soaked in a bucket with periodic water changes until the water is clear of tannic acid, a chemical that can discolor the water and lower the pH. Flower pots can add a whole different look to the aquarium but it is definitely best not to use ones that are painted or have come in contact with chemical fertilizers that may leak into the water over time. Terra cotta flower pots may be best for the chemistry of the water and cracked pots add a bit more character. Caves can be home made out of stones or slate. Be sure to use an aquarium safe adhesive to secure the stones to one another to prevent them from falling and injuring your underwater pets.\\n\\nChoosing a background is purely a matter of preference. The main purpose of a background is to hide unsightly wires and filter tubes that may run along the back side of the aquarium. Backgrounds come in 2 and 3-dimentional displays, with different scenery or colors but what is looks like will purely depend on what is pleasing to your eye. 3-D backgrounds are often made of sponge and sits inside the tank water. This is yet another place that beneficial bacteria can live so it may be an asset to the aquarium. However, a this background is also a breeding ground for algae and can be harder to clean. This can result in more pollution in the tank than most aquarists would like. 2-D backgrounds are secured to the outside of the rear glass wall of the aquarium. There is little to no maintenance involved in taking care of this backdrop. Some people like to see planted, rocky backgrounds to add more depth to the underwater scene, while others like to display a solid blue background to let the striking colors of the fish speak for themselves. The fish will never notice either way.\\n\\nAcclimating your fish\\n\\nWhen the aquarium is set up, the bacteria is established and the decorations are all in place it is finally time to acclimate your fish into the aquarium. The most important thing to remember is never to just dump the whole bag of fish and fish-water from the aquatic retail store directly into your nice, new, clean aquarium. The reasons not to do this are:\\n\\n1.The fish needs to get adjusted to the water temperature slowly, not all at once.\\n\\n2.The fish-water that the retail store used came from an aquarium that very likely could have had disease in it.\\n\\nTaking the time to acclimate your fish could be the best thing you can do for your aquarium because new environments can be very stressful on fish. As you know, stress leads to weakened immunities and fish are more susceptible to disease when they are stressed out. Before adding a fish to a new aquarium it is a good idea to float the bag on the top of the aquarium for about 10 minutes, at which time you will add a little bit of your aquarium water to the bag. After 10 more minutes remove more water and replace the volume with supplementary water drawn from the aquarium. After 10 minutes repeat the process once more and leave for 10 more minutes. Using an aquarium net, place the fish into the aquarium and discard the water from the bag. Do not pour the water back into the aquarium; either pour it down the drain or out into the grass.\\n\\nProper maintenance of an established aquarium\\n\\nIt is important to keep a close eye on your new aquarium to make sure everything is functioning as expected. Be sure to watch the fish eat to make sure they have their appetites after that dramatic change into their new home. Continue testing the water with the master test kit on a weekly basis to be sure the bacteria are doing their job. Also check to see that the pH is consistent and where you want it to be. Depending on the type of fish you keep, you may have to adjust the pH up or down with chemicals. Perform partial water changes every one to two weeks to keep the nitrate levels down and to keep debris from collecting in the gravel. Rinse the filters now and then to ensure the water flow is at optimum levels. Remember to do all this on a regular basis and you are on the way to enjoying years of aquarium fun.\\n\\nSources\\n\\nThe perfect Aquarium by Jeremy Gay\\n\\nThe Aquarium Fish Handbook by Dick Mills and Derek Lambert\\n\\nThe Essential Freshwater Aquarium by Howell Book House (Publisher)\", \"url\": \"https://en.aqua-fish.net/articles/guide-setting-up-aquarium-pictures\", \"with\": [\"When deciding to set up an aquarium it is important to think about how to approa\", \"As the water gets pushed out of these multifunctional filters it is flows back o\", \"Plants, shelters and backgrounds provide security for your fish. Since they are \", \"The Aquarium Fish Handbook by Dick Mills and Derek Lambert\"], \"without\": [\"Fish profiles\", \"Aquatic plants\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5032", "input": "https://forum.simplydiscus.com/forum/main-discus-topics/discus-basics-for-beginners/86044-inquiries-about-new-discus-setup", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5032\", \"ground_truth_path\": \"source/test/ground-truth/5032.json\", \"ground_truth_sha256\": \"e90419dd9cb3637ab9e8b5630abfc31501f55c3e94563d055f7a26638d6fb7d0\", \"html_path\": \"source/test/html/5032.html.gz\", \"html_sha256\": \"9a40a0ce8e0bd888734678f2ea16c199a336d493f3d9a9bc1cde5fe62a8a37bb\", \"page_type\": \"forum\", \"reference\": \"Good day to all discus lovers,\\n\\nI am thinking of setting up a discus tank which previously was for goldfish. I will state the details below and hope to have more incoming comments and feedback.\\n\\n120 Gallon Aquarium (4 x 2 x 2 ft) with overflow for the sump tank\\n\\nWater pump running at 4500 LPH / 1189 GPH (Cycling the aquarium for around >10 times)\\n\\nWater gravel\\n\\nA flat rock\\n\\nI have read around and think for my setup it can contain up to 12 discus (adult size)?\\n\\nI will like to know if my water pump is too strong for the discus and will it get stressed up? I have noticed many discus aquarium are quiet and slow moving water. Correct me if i am wrong. Please advise.\\n\\nThe water condition in my aquarium is at 6.5 - 7 pH which i think is good for discus. The temperature of the water is range from 27C to 30C.\\n\\nI might be adding soil under the gravel to start the water cycle as i read somewhere that soil has ammonia which will help to start the cycle.\\n\\nSo, anymore advice that can be added to my near future setup? Some fish lovers told me since i am successful with keeping goldfish, i should not have an issue with discus as goldfish is coldwater fish but my country is warm all year round which also make surviving goldfish harder, is that true? Love to hear from discus lovers!!\\n\\nI would not even compare discus and goldfish. Here children bring home goldfish and put them in a 1 gallon bowl without heat, aeration, or filtration. Discus could never live under those conditions. They are also sensitive to diseases common in other fish. If it is an established tank, I would recommend a few things before getting discus:\\n\\n1) Remove all tank substrate and contents and sterilize the tank with bleach (about 4 cups for 120 gallons). Let the bleach run through the filters without media overnight. Also soak all nets, buckets, and decorations in bleach mix to kill any parasites and diseases that can affect the discus.\\n\\n2) Drain and refill the tank with dechlorinated water and add new filter media. Double dose with Prime to ensure removal of chlorine. Wipe down all surfaces.\\n\\n3) Cycle the tank using recommendations for a fishless cycle on sd (search fishless cycle), or use Tetra Safestart with bio spira to the tank at the time of adding fish.\\n\\n4) Research threads on sd about quarantine, water changes, tankmates, etc before adding fish.\\n\\n5) Decide on size of fish- young fish require more daily feeding and daily water changes. Adult fish are easier to care for\\n\\n6) Add at least 1/2 of your fish (6) at one time from the same source. Better to add all 10-12 at one time. Later additions will need careful quarantine before adding to the tank\\n\\n7) You want to keep the surface stirring, but you don't want strong currents all over the tank.\\n\\nGood luck and welcome to sd.\\n\\nThank you so much for the detailed information to kickstart with!\\n\\nMay i know if using soil to cycle the water is good? I heard from some forum that said the soil has ammonia and can be used for water cycling. Anyone tried before and any tips?\\n\\nThat's not a reliable, effective way to cycle a tank, particularly for discus. Do a fishless cycle, using store bought ammonia, or obtain some reliable seeded media for your filter(s).\\n\\nUnderstand. Since i had started out with goldfish, i am unable to find pure ammonia at my local store and heard that this product is not for public use. Any recommended ammonia product which can be found worldwide? Maybe i can search for it in Singapore too.\\n\\nAny more input regarding setup of Discus aquarium? Love to hear more too.\\n\\nDiscus does better in Singapore than goldfish, because the high room temperature year round is suitable for discus, without a need for heater. The water from the tap is also good and suitable.\\n\\nIf you have kept goldfishes, and does lots of large regular water changes for goldfish tanks, then Discus keeping will be quite easy. Discus needs good water and regular large water change too.\\n\\nIf you are keeping juvenile discus, you will probably need consider doing large daily water change, so that they can grow out fast without stunting.\\n\\nGoldfish tanks are usually barebottom, and devoid of plants, because goldfishes eats plants and swallow pebbles. So this will be a good model for discus tanks too.\\n\\n12 discus is a bit too many for a 4-2-2, especially if you are growing them to dinner plates sizes.\\n\\nStart with less discus first. You will learn more about discus quality later, and may regret your earlier purchases. But if you get less, you will be able to have room for quality fishes later.\\n\\nHowever, Discus prefers less current in the tank, so do check your filter outlet. Otherwise you will find your Discus huddle together in a corner.\\n\\nI am currently keeping discus and ranchus too, in separate tanks of course.\\n\\nGood places to look at discus in Singapore will be Chai discus and 88Discus. There are also some local breeders selling quality fishes. Have a good start.\\n\\nMy 4ft Discus tank has it's filter medium transferred from a planted tank previously. This helps me cut down any cycling time. If you still have your goldfish tank filter medium, you may consider doing some seeding.\\n\\nNot to contradict the other poster, but I don't recommend using bleach to clean tanks. The silicone can absorb it.\\n\\nBest to wash out with salty water. Let dry. Then wipe down with rubbing alcohol. Let it evaporate. That will take care of any residual diseases or whatever.\\n\\nDoes silicone not absorb alcohol? Also. If you dechlorinate for equal time it will not be an issue.\\n\\nSent from my iPhone using Tapatalk\\n\\nRubbing alcohol evaporates very quickly, unlike bleach which leaves a residue.\\n\\nBut yea, people bleach tanks without incident, so it's a workable solution.\\n\\nI heard a speaker at our club about diseases/parasites recommend the salt water/alcohol sterilization technique and it made sense.\\n\\nThe salt bath dehydrates any parasites in cysts.. Then the alcohol helps kill them.\\n\\nDon't know if the cysts can withstand bleach or not. The speaker brought up the point about how it's hard to get rid of all the bleach, and I agree with him based on past experience. Not impossible, but more difficult.\\n\\nSilly me! Just found that there is a thread that has all my questions and doubts.\\n\\nURL: http://forum.simplydiscus.com/showth...ed-with-Discus\\n\\nAnyway, thanks all for the advice!\", \"url\": \"https://forum.simplydiscus.com/forum/main-discus-topics/discus-basics-for-beginners/86044-inquiries-about-new-discus-setup\", \"with\": [\"120 Gallon Aquarium (4 x 2 x 2 ft) with overflow for the sump tank\", \"I would not even compare discus and goldfish. Here children bring home goldfish\", \"Discus does better in Singapore than goldfish, because the high room temperature\", \"Not to contradict the other poster, but I don't recommend using bleach to clean \"], \"without\": [\"Forgot password or user name?\", \"Voluntary Contributions\", \"Premium Memberships\", \"Today's Posts\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5033", "input": "https://www.thepufferforum.com/forum/viewtopic.php?t=1658&start=30", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5033\", \"ground_truth_path\": \"source/test/ground-truth/5033.json\", \"ground_truth_sha256\": \"40f0fd4769b0aeaa14ec2901a16373187cb6ea1b889e13f4782ab92f60bb4341\", \"html_path\": \"source/test/html/5033.html.gz\", \"html_sha256\": \"67345e465c008b823b0f33d2a9bfa77a2ae6905440be7e1e55d7d46e171ecb98\", \"page_type\": \"forum\", \"reference\": \"Re: Starting a Brackish Aquarium!\\n\\nDo you think that someone may've been replacing your gsp's with new ones when they've died over the years\\n\\nRe: Starting a Brackish Aquarium!\\n\\nWoland, he lives!!! How ya doing, buddy?\\n\\nRe: Starting a Brackish Aquarium!\\n\\nArny wrote: Do you think that someone may've been replacing your gsp's with new ones when they've died over the years\\n\\n?\\n\\nIt is widely believed that there are more than just the 2 species we recognise as being traded as green spotted puffers; it is conceivable that some of the species will grow larger than the others...\\n\\nRe: Starting a Brackish Aquarium!\\n\\nFull size in puffers depends in large part on how the fish was handled prior to puberty. Fish which mature in insuffient space/current/exercise will be smaller than maximum size. As fish grow throughout their lives, they still may approach \\\"full\\\" adult size even if not well-housed and cared for when young. They will not be as large as they would be if well-tend while small. IME they will tend to die younger as well.\\n\\nWe have few results on fish with good lifetime care. The majority of hobbyists stay in hobby less that the lifetime of even the small schooling Tetras, much less the mufti-decade loaches, catfish, and Cichlids. Goldfish also can live a very long time.\\n\\nGSPs we do move to full marine for the long-term cost savings. Set as FOWLR & skimmer, we can save a lot of money over mid- and upper-level BW due the lowered replacement rate of the water. So far as I know, no one has tried to check out the lifespans of GSPs under various upkeep protocols - it would take too long and cost too much. So we opt for the lower-cost option. It appears to keep the fish at least as well as with nid-level BW, and as the upkeep is easier and cheaper, it is more likely to be done properly. Beyond that we have no data.\\n\\nHTH\\n\\nRe: Starting a Brackish Aquarium!\\n\\nPufferpunk wrote: Woland, he lives!!! How ya doing, buddy?\\n\\nFine thank you PP.\\n\\nJoined Aquarists Anonymous some years back, and managed to get down from \\\"23 Puffers in 16 tanks equals 925 Gallons of water\\\",\\n\\nto a mere \\\"2 Puffers in 2 tanks equals 125 Gallons of water.\\n\\nPainful t'was... But in many ways a release!\\n\\nI will however see the loveliests of GSPs Izabella to the end of her days (or mine),\\n\\nand my palembangensis Fred, the second, will more than probably be living with me as well.\\n\\nAnd many a greeting to my old URL-friend RTR!\\n\\nGood to see you around and kicking!\\n\\nRe: Starting a Brackish Aquarium!\\n\\nWB and glad to meet you.\\n\\nRe: Starting a Brackish Aquarium!\\n\\nIliveinazoo wrote:\\n\\nArny wrote: Do you think that someone may've been replacing your gsp's with new ones when they've died over the years\\n\\n?\\n\\nIt is widely believed that there are more than just the 2 species we recognise as being traded as green spotted puffers; it is conceivable that some of the species will grow larger than the others...\\nI was joking, The fact that her gsp stayed the same size for so long, I was just saying that maybe someone was replacing it with another over the years...I know not that funny\\n\\nRe: Starting a Brackish Aquarium!\\n\\nPufferpunk wrote: I can't begin tell you how much $$$ you save on WC, with a SW system, compared to BW!\\n\\nby WC do you mean water changes? And how does one save on WC if they are running saltwater as aposed to brackish?\\n\\nThanks\\n\\nRe: Starting a Brackish Aquarium!\\n\\nI do 30% WC every month on my SW system, compared to 50% weekly on BW.\\n\\nRe: Starting a Brackish Aquarium!\\n\\nWhy, because the live rock recycles the nitrates? Just a guess???\\n\\nRe: Starting a Brackish Aquarium!\\n\\nIt is far more than just the nitrate recycling (although that is highly important). It is also the replenishment of trace minerals from the aerobic anaerobic channels in the LR. The biochemistry of LR is incredibly complex and comes far closer to replicating the reef environment than we can do by any other single process. If the system is set with a macroglae refugium it is better still - the enrichment of the microflora and microfauna is definitely non-trivial. The whole thing is the closest setup we have been able to achieve to a closed system. It is not really close yet, but it is a big step closer than we have otherwise gotten.\\n\\nHello Woland - great to hear from you again! I am still trying to reduce my tank numbers and water volumes, without a lot of success. But I do keep trying.\\n\\nRe: Starting a Brackish Aquarium!\\n\\nThe biological diversity found on live rock is a microcosm of the natural reef environment. It is this diversity that helps replicate, in the home aquarium, the efficient use of nutrients found in nature. The balance struck between the import and export of nutrients provides effective control of aggressive growth of opportunistic organisms. All live rock inhabitants are important parts of the reef ecosystem (neither good nor bad) but some species become problematic when conditions in your reef system are out of balance.\\n\\nLive rock bursts with a variety of life forms ranging from microscopic plants and animals to larger algae and invertebrates including coralline algae, sponges, feather duster worms, macroalgae, microcrustaceans, and countless others. This diversity of life and its rugged, unpolished beauty make live rock a prized addition to any marine aquarium.\\n\\nUnder proper conditions, this plethora of organisms flourish and each organism performs a different function and contributes to the overall health of the entire system. Live rock, rich with life, provides many benefits. For example, coralline algae and macro algae are very useful in controlling the growth of unsightly nuisance algae by actively competing for space and nutrients. Macro algae also provide food and shelter for other species and offer a visually appealing presence in the aquarium. Sponges and feather dusters, besides being beautiful inhabitants, filter out particles and organic materials to keep your aquarium clearer and cleaner.\\n\\nhttp://saltaquarium.about.com/od/livero... e-Rock.htm\\n\\nRe: Starting a Brackish Aquarium!\\n\\nSo brackish aquariums are a bit of a money pit?\\n\\nAre brackish tanks hard to stabilize?\\n\\nI thought with my AC50 and 15 pounds of base rock that there would be lots of area for beneficial bacteria to grow on. I know that lots of water changes are still required due to nitrates, but 1.005 brackish wont be too hard on my wallet will it?\\n\\nMy nitro-cycle has started, because i tested for nitrites and it came up positive. Around 0.25. I was pretty exited about that. Because i wasn't sure if my established filter media piece was going to seed the tank. My water levels are about 1.003-1.004 according to one of those cheapie hydrometers. I'm going to bite the bullet and buy a refractometer.\\n\\nThanks!\\n\\nRe: Starting a Brackish Aquarium!\\n\\nA while back I bought three pieces of purple & green live rock which I later discovered had been covered with a lot of those feather duster worms. Adding them along with the Coralife skimmer that was given to me resulted in my water clearing up considerably. Hopefully my GSP's will leave the feather dusters alone.\\n\\nRe: Starting a Brackish Aquarium!\\n\\nMid to high density BW (but short of full marine densities) for long-lived fish are money drains. If you need to do 50% partials weekly for 15-20 years on a 50 or 55 with a GSP, you will soon realize what a drain it is. We usually suggest gong full density because the GSP can handle it, and going FOWLR with a good skimmer or even better with a 24/7 lighted macroalgae refugium also can cut the water replacement schedule markedly. Over the lifespan of the fish, that is a massive time and money saving.\\n\\nLight BW (1.003-1.005) for F-8s is not so expensive to maintain long-term. I kept F-8s long-term at 1.003 specific gravity, which is only 1/7 the marine mix usage of 1.021 full marine. That is a huge operating cost difference and a much lower initial set-up investment difference (no LR, no skimmer, no refugium).\\n\\nHTH\", \"url\": \"https://www.thepufferforum.com/forum/viewtopic.php?t=1658&start=30\", \"with\": [\"Do you think that someone may've been replacing your gsp's with new ones when th\", \"I will however see the loveliests of GSPs Izabella to the end of her days (or mi\", \"Hello Woland - great to hear from you again! I am still trying to reduce my tank\", \"Light BW (1.003-1.005) for F-8s is not so expensive to maintain long-term. I kep\"], \"without\": [\"Quick links\", \"Delete cookies\", \"Board index\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5039", "input": "https://lowendtalk.com/discussion/205826/has-anyone-built-a-custom-mechanical-keyboard-looking-for-advice", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5039\", \"ground_truth_path\": \"source/test/ground-truth/5039.json\", \"ground_truth_sha256\": \"b53082f47ff397a9fda2705ab680bd10966ef609b84a476be85eb0d2bc3a070c\", \"html_path\": \"source/test/html/5039.html.gz\", \"html_sha256\": \"2309f80a4096c14c3d37c3b34bb752d65f3426b705f52b1af2bc8e59a36e9665\", \"page_type\": \"forum\", \"reference\": \"I've been using standard keyboards forever but recently fell down the rabbit hole of custom mechanical keyboards after watching some YouTube videos. The customization possibilities seem endless but also overwhelming for a newcomer.\\n\\nI'm thinking about building my first custom keyboard but have no idea where to start. Should I go with a hot-swap PCB for easier assembly? Are pre-lubed switches worth it or should I learn to lube them myself? And what's with all the different profiles for keycaps?\\n\\nMy budget is around $150-200 for everything, and I'd prefer something with a 75% layout for daily use and some light gaming. I'm leaning toward tactile switches since I do quite a bit of typing.\\n\\nFor those who've built their own keyboards - what do you wish you knew when you started? Any particular mistakes to avoid or components that are worth splurging on vs. saving money?\\n\\nI’ve tried buying various components to assemble a mechanical keyboard myself, and even got a soldering iron. But to be honest, it didn’t turn out that well. It might have just been an impulsive desire to build something or the appeal of trying something new. In the end, the finished product didn’t feel any better than a mass-produced mechanical keyboard I could have bought for the same budget.\\n\\nI'm wayyyy too into keyboards haha, I'd definitely recommend a hotswap board. Not worth saving $15 on a non hotswap board in any circumstance, unless you plan to build it and never touch it again (which never happens) A pretty good hotswap board if you're fine with going prebuilt and messing with it later is the bridge 75. It punches way above its weight when it comes to quality, and comes with prelubed tactiles ( MMD Princess ) which feel alright. I'm decently big into tactiles and have built 10+ keyboards in the past several years, the bridge gets you like 80% of the way there out of the box and felt around as good as some $3-400 builds I've done. If you don't like the bridge 75, make sure you get a QMK + VIA compatible board, it'll save you a lot of headache in the future. If you want to go 100% custom, vendors sort of depend on where you live. You will be paying more in order to do everything yourself though.\\n\\nAs long as you don't know your switches, go hotswap. I also recommend tmk / qmk based boards to get the layout and features you want in hardware. Having quality keycaps will improve the fun you have. I would rather save up and spend 200 to 400$ for the board.\\n\\ni went this route a few years back, I had a cooler master TKL (forgot which one) with blue switches (not hotswap, sucks) so I got the NJ80 board with baby kangaroo switches (<200$, via aliexpress) which is what i am currently using. /r/budgetkeebs was my goto when i was researching.\", \"url\": \"https://lowendtalk.com/discussion/205826/has-anyone-built-a-custom-mechanical-keyboard-looking-for-advice\", \"with\": [\"I'm thinking about building my first custom keyboard but have no idea where to s\", \"I’ve tried buying various components to assemble a mechanical keyboard myself, a\", \"I'm wayyyy too into keyboards haha, I'd definitely recommend a hotswap board.\", \"As long as you don't know your switches, go hotswap. I also recommend tmk / qmk \"], \"without\": [\"Howdy, Stranger!\", \"Community Rules\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5044", "input": "https://www.rivianforums.com/forum/threads/ev-home-charging-recommendations.32036/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5044\", \"ground_truth_path\": \"source/test/ground-truth/5044.json\", \"ground_truth_sha256\": \"f97d280f48abeeb4c945d96ca4c9a86c99c72dad931fe478f530607fc8ba640f\", \"html_path\": \"source/test/html/5044.html.gz\", \"html_sha256\": \"ca9f91d4b359f0eacb1efb803462ff0619e32e1a09f1fd5591c73fcfb8312d01\", \"page_type\": \"forum\", \"reference\": \"Hi folks,\\n\\nClearly I am not great at pulling previously discussed threads on this; therefore to benefit my and other new folks posting this query to this incredibly helpful forum.\\n\\nLooking for recommendations regarding installation of outlet +/- charger for a soon to be R1S owner who is new to the EV space (in California).\\n\\n1. Any downside to just getting a compatible outlet?\\n\\n2. What home charger would be recommended? We don’t have other EVs. Any benefit to getting a Tesla Universal Charger or a Rivian Charger? Any other charger that you folks have found more reliable than the two above? Given that the car is kinda expensive, would not want to penny pinch on charging!\\n\\n3. Any recommendations for electricians servicing the SF Bay Area who deal with this professionally?\\n\\nThanks!\\n\\nGet Tesla Universal charger so it will charge pretty much any EV now or in the future.\\n\\nI have 2 chargers Tesla universal charger and ChargePoint. Not sure what options exist in CA for charging, in MI I have a second meter for EV charging. M-F 11pm to 9 am and Fri nite 11pm to Monday 9 am.12/kw. Charge allows me to add from drop down menus to add electric co and the EV rate plan and say charge at the times. If out of these times I manually need to open app and start charging by hitting “charge now” Tesla only had 5 states listed with this option/feature. Otherwise to me both work the same both have a nice UI, ChargePoint tells me how much I spend on home charging in the app is nice also, unsure on Tesla this feature is lacking for MI electric co’s. If know know which electric co happy to open the app and do screen shots to see if Utility rate plans are supported if the are go Tesla\\n\\nUniversal Wall Connector hard wired is my recommendation. It's a future proof choice.\\n\\nhttps://www.electrifiedoutdoors.com/ev-charging\\n\\nYou want to hardwire the EVSE if you can. Safer, faster, cheaper install. If you think more EVs are in your future, get the Tesla Universal Connector. I just installed one it is a solid unit. Research your utility rate plans and make sure the combo of R1S and EVSE will allow you to take advantage of the times/rates.\\n\\nWhile the universal charger is a good choice, you can pick any one and just use an adapter later.\\n\\nEmporia for $359 after forum discount is a great value.\\n\\nFeel free to use the forum discount code “RIV” to save $$$ on A2Z EV website.\\n\\nEMPORIA EV CHARGER WHITE | ENERGY STAR | UL LISTED | 48 AMP | 24' CABLE\\n\\nMost Popular and Highly Recommended EV Charging Stations Which Qualify for Forum Discount code \\\"RIV\\\"\\n\\ncheck to see if your power company has any rebates. I went with Chargepoint because it was one of their selected brands for a rebate (Tesla was not an option). I was a little worried about future proofing, but then found out that the charging cable on the chargepoint is able to be swapped, so you can buy a different cable in the future if needed.\\n\\nThis is the right answer. Your electric utility will have a short list of choices. Pick one that will get you a rebate. They might also have recommended electric shops for quotes.\\n\\nLevel 2 chargers can be found from about $350 up to $2,000ish yet they all do basically the same thing -- with the increase in price adding more bells and whistles to the chargers. You can either go hardwired or into a 14-50 plug and there's advantages and disadvantages to both - hardwired has less chance for heat transfer issues in the extra plug, but is also harder to change out if a charges dies on you. Regardless, you do not want to use your travel charger and plug-unplug it from the wall outlet as those outlets aren't designed for that kind of repeated use.\\n\\nMy recommendation is to check with your local power company and see if they have any EV home install programs going on. We installed a charger a while back at a house (that's since been sold) up in the Lake Tahoe area and the local electric company (Liberty) was offering rebates of up to $1500 toward the purchase and install of a home BEV charger. The catch was they only had 4 chargers in their program they'd reimburse you for. At the end of the day, the total charger + install costs came to about $1700 -- or $200 out of pocket.\\n\\nIf/when our current Wallbox charger dies, I'll likely switch over to an Enphase charger which runs about $1100. My motivation there is that we have an Enphase solar + battery back-up system at the house, and their integrated charger will use the excess solar generated from our system to charge the EV. This would essentially allow us to charge at 5.5-6.5 kWh per hour for free during the day...and having PG&E as a power company would likely pay for itself in a year or two.\\n\\nJust use the mobile charger on an outlet. For most people there's just no downside, and the expense of a permanent EVSE offers zero value. This is what I had for many years, and the only reason I have a permanent one now is that I was given a Rivian wall charger free. Otherwise I'd still be using the portable.\\n\\nAs mentioned above, power company rebates will drive selection. Most of them have to be smart-capable in some fashion for scheduled off-peak charging.\\n\\nHowever if all options are open to you, a charger is largely just a glorified switch and sometimes a lot of what you pay for is for 'smart' features and not necessarily a reflection of the quality of the electrical guts or workmanship inside. If you're like me and are indifferent to whether or not it has wifi and phone integration (because the vehicle itself can still control all charging scheduling, charging rates and the like), I'd generally point you towards the dumbest solution that's well-regarded. I use a grizzl-e mini for 9.6 kw out of a nema 14-50 plug in my garage. It's possible to hardwire it too.\\n\\nIf you go the smart road for the wifi, make sure that it still operates without an internet connection. There are a few that, very bizzarrely, won't work if they can't phone home.\\n\\nWhile I can't disagree that eliminating the extra connection of a plug eliminates a possible problem, if you're in an area that requires a local disconnect by code if the charger breaker is too far away, it may wind up being a six of one, half dozen of the other thing. The problems are that cheap or poorly wired nema 14-50 plugs can get loose in the terminals or where the plug blades make contact and arc, melting the plug. Residential disconnects generally aren't intended for that sort of current draw either and there are stories of some meant for air conditioners being installed and melting. There are right and wrong ways to do both.\\n\\nIf you choose to go the plug route, there are some specific recommendations for best installation. Use a Hubbell HBL9450A or a Bryant 9450 FR (which is as far as I can tell is exactly the same thing, also made by Hubbell) and make the circuit for 50A assuming you'll get 80% for continuous draw on a 40A charger. You'll notice these particular 14-50 plugs are marketed now as being rated for EV chargers and tend to be much more heavily built than what you'd find at a hardware store.\\n\\nAnother vote for hard-wired. NEMA 14-50 plugs are just one more potential problem and require GFCI breakers that can cause problems with Mobile Connectors (because they already have a GFCI in-built). Two GFCIs is not a good thing. Hardwire is good.\\n\\n+1 on a ChargePoint 50A hardwired home charger. I already had it for my previous EV, so opted not to purchase the Rivian home charger. With the ChargePoint I can schedule charging times and I have not had any issues using it to charge my R1S Gen2.\\n\\nThere are other posts from individuals who have experienced a drop in charging draw after one hour. It’s rather odd that most cite the drop at 60min. Some state arcing, other that their Rivian displays warm plug.\\n\\nThis weekend I did my first road trip and was in a situation where I needed to use the portable charger that comes with the vehicle. As most know it comes with only two plug types - 5-15 120V 12A (max 1.3kW) or 14-50 240V 32A (max 7.6kW). In reality, the max kW can be derated up 80% based on several factors including cable gauge used to the plug and safety.\\n\\nIn my case, I found out that the only plug available was a NEMA 6-50P (common high-power equipment - welder, EV charger, power tools) and the Rivian portable comes with a NEMA 14-50R (more popular, moderate to high voltage and current - EV charger, RV hookup, dryer, range). Another key difference is the number and configuration of the prongs and grounding pin.\\n\\nSo I’m stuck with incorrect plug type. Solution is to either go find a local L2 charging station in rural Washington, plug into a 120V outlet or knock on my neighbors door and ask them how they charge his Rivian R1T (and Tesla). They offered me their charger that has the appropriate plug. I did a little research before plugging it in and felt good enough to try it out. It started charging at 6.4kW…for the first hour, then dropped to 4.7kW for the next couple of hours. The cable was never warm but the interior car console said it dropped charging level due to warm cable. Unplugging for a bit, checking the pins, and charging again seemed to resolve the issue for a while, but similar issue reoccurred.\\n\\nI did some research and found it a common occurrence. So trying to see if it’s the charger, outlet, vehicle, or a combination. Most point to a charger issue and it’s unclear if it’s consistent with 3rd party, plug type, phase of the moon??\\n\\nMy next step is going to go back to either a commercial L2 charger or charge at home on my ChargePoint. I also sent a related service ticket to Rivian to see if any of this background helps in their investigations.\\n\\nFor reference,\\n\\nhttps://wattlogic.com/blog/nema-6-50-vs-14-50/\\n\\nVery old thread but just to add my 2 cents from personal experience having got a quote from an electrician and thought I had decided to go with a NEMA plug charger for flexibility.\\n\\nI found out that the NEMA plug chargers require 50 amps per spec (60 amp breaker). They are not supposed to connect a smaller amp breaker to a NEMA plug. You could very well be in a situation like me where the home builder cheaped out and your main breaker cannot support an additional 60 amps without a $2-3K main electrical panel upgrade assuming your electric meter itself can supply enough power as well. So, to avoid dishing out an additional unexpected $3k for home ev install I am opting for a hardwire connection that will run off of a 30amp breaker and sure it will charger at 24amp but that's better than using a 120v plug for charging.\", \"url\": \"https://www.rivianforums.com/forum/threads/ev-home-charging-recommendations.32036/\", \"with\": [\"Looking for recommendations regarding installation of outlet +/- charger for a s\", \"Feel free to use the forum discount code “RIV” to save $$$ on A2Z EV website.\", \"While I can't disagree that eliminating the extra connection of a plug eliminate\", \"Very old thread but just to add my 2 cents from personal experience having got a\"], \"without\": [\"Rivian Forums - R1T R1S R2 R3 News\", \"Privacy policy\", \"R1T R1S R2 R3 News, Specs, Models\", \"Contact us\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5049", "input": "https://forum.ovoenergy.com/electric-vehicles-166/an-electric-vehicle-ev-charging-point-installed-at-home-9379", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5049\", \"ground_truth_path\": \"source/test/ground-truth/5049.json\", \"ground_truth_sha256\": \"a2a7b83da3d7efa725b649ff65c23ea9cf35f038e955fd7cd4a1fd83c938538f\", \"html_path\": \"source/test/html/5049.html.gz\", \"html_sha256\": \"d6f797fa298e5565436fb669ce5bbbb7c517edcda7d2a0e33be931fd97c263e3\", \"page_type\": \"forum\", \"reference\": \"Updated on 21/01/26 by Ben_OVO\\n\\nPlease be advised you must employ a qualified electrician to undertake the work outlined in this user-created guide. Given the cost/time requirements as well as the loss of smart charging benefits, OVO Energy would recommend a smart EV charger instead of a self-installed charger described below.\\n\\nWant to find out more about OVO’s EV plan? Check out this topic:\\n\\n.\\n\\nAs a new owner of an electric vehicle (VW ID3) I am well aware of the plethora of companies who wish to sell me a charger, such as OVO here. Each of them is apparently better than the previous one and comes with an array of bells and whistles. Most chargers are bundled into a package deal offering me cheaper rates and access to a thousand or more charging points across the country.\\n\\nSo I need a home charger too, right?\\n\\nWrong. Despite its name, the ‘charger’ really only performs two functions:\\nIt can reduce the current available to the EV if required\\nIt allows the configuration of charge time and duration\\n\\nThe actual charging electronics is built into the car… not the charger! Most EVs also allow the user to set up charging times, either using an internal touch screen, voice control or an App on your SmartPhone.\\n\\nSo until I know what sort of charger I want, all I actually require is an external socket capable of delivering the equivalent current to my car. Most home chargers are rated 7.5kW, which means they take 32 Amps.\\n\\nHere is a switched 32A external socket. Initially a lead can be plugged in, and it can be changed to have a charger connected at a later date.\\n\\nExternal sockets are marked with a code that defines how well sealed they are against water and dust. The socket above is rated IP67, which is as high as you’re ever likely to find. With the cap covering the downwards facing terminals, it can withstand a full-on attack with a pressure washer!\\n\\nEven when a connecting cable is plugged in, the socket’s contacts still cannot be reached by the highest level of hurricane you’re likely to face without the house falling down anyway.\\n\\nWhat are the benefits of using an external 32A (7.5kW) socket?\\nAny qualified electrician can install it. They don’t need to be separately authorised to install charging equipment.\\nA proportion of the installation work for a charging point is the running of the cable. The electrician will specify this. Its route may include moving furniture, lifting of carpets and floorboards. That really doesn’t warrant paying a charger-specialist to undertake.\\nIf your Consumer Unit needs extending/replacing to allow additional space for the EV protection components, then a local electrician is ideally suited to undertake that work, most of which involves the existing house electrics.\\nA local electrician is well placed to make the LCT Application to your Distribution Network Operator (DNO). It requires undertaking a Load Survey of the house, excluding the LCT device(s) which the application is being made. The survey must find the peak-usage required by the house, possibly by having an energy monitor being left on site for a period.\\nThat peak demand is added to the rated specification of the EV charger (and any other LCT devices) to arrive at the Maximum Demand (MD) for the property.\\nIf you later decide on a charger, then the same cable can be used. The socket can be moved to allow a 2-way switch to be fitted. This can select between the EV charger and the 32A socket. Should the charger have a fault, you still have a wall socket from which to charge the car.\\n\\n(Calculating the Max Demand for a house is described in the topic Energy demand, supply and flexibility )\\n\\nSo what do I need at the Consumer Unit end of the new cable run?\\n\\nA suitably heavy-current cable connects the external socket back to the house Consumer Unit. If that cable is underground or clipped to the outside of the house, then it will usually be an armoured (SWA) construction.\\n\\nIf you don’t understand this diagram, that’s because it’s intended to be shown to your electrician! Unqualified people are not permitted to work on mains electricity wiring in the UK, even if it’s your own house.\\n\\nThe method to provide the safety earth connection to an EV Charge Point is critical. The earthing rules must be adhered to whether you have a 32A charging socket like mine, or a full-blown EV Charger.\\n\\nEarthing will differ according to the way in which the electricity feed is supplied to the house from the Distribution Grid.\\n\\nThe two most common methods are TN-C-S and TT which are shown below, but there are other arrangements. A qualified electrician will identify the type of supply and will test the earthing as part of the installation work.\\n\\nThe reasoning behind the way in which the earth connection is provided is explored in greater detail later in this topic.\\n\\nYour EV Charge Point requires an MCB (Miniature Circuit Breaker) rated at 32Amps to protect the cable between the Consumer Unit and the exterior socket. The MCB is normally chosen with a C-curve. This defines the trip-time when there is a fault.\\n\\nMost household MCBs are chosen to have a B-curve. The C-curve is more tolerant of high-current surges at switch on/off. That’s what we usually need for charging our EV. We don’t want the MCB tripping every time the charge-cycle starts!\\n\\nSupplying the power to that 32A MCB is a Residual Current Device ( RCD ). This provides operator safety and protection. An RCD measures the difference between the current on the live wire and the neutral/return. If they aren’t in balance then there must be a fault and the trip opens the contacts.\\n\\nHowever, some electrical devices distort the 50Hz sine-wave used for UK mains power.\\n\\nEV chargers fall into this category. They can induce higher-frequency ‘harmonics’, or shift the sine wave by adding in an element of DC (Direct Current). This can prevent the RCD from tripping out when it should, or needlessly tripping when there isn’t actually anything wrong.\\n\\nExperience with this phenomenon was gained by OVO during the two years of their V2G charger Trial. It resulted in sites being fitted with Type-B RCDs which are specifically designed to cater for these anomalies.\\n\\nType-B RCDs should not be confused with an MCB over-current device having a B-curve timing characteristic. These are two quite separate concepts.\\n\\nAn RCB with Type-B sensing is expensive… at least £200 at the time of writing. So if you’re paying less than that, then you’re probably not being offered what you need!\\n\\nIn the above photo there wasn’t enough space in the main Consumer Unit to fit an additional Smart Monitor module. This was therefore placed in a separate enclosure below, with the 32A MCB alongside it.\\n\\nThe Smart Monitor isn’t essential. It uses a WiFi connection to a SmartPhone App which displays the power used. The App also allows the external socket to be isolated, thereby preventing anyone else from using it.\\n\\nHow well does it work?\\n\\nLet’s remember that this is an interim measure for me. Although I can preset charging-times using the car’s electronics, there are other automated features I’d like once I’m confident that a particular model of Smart Charger offers them.\\n\\nMy house already has the benefit of PV Solar Panels (5.1kW grid-connected) and a small Storage Battery (8kWh). I can use both of these to help maximise the quantity of free solar energy used to charge the car.\\n\\nThe above graph is from early June. It shows a household base-load of 0.8kW, almost all of which is being satisfied by solar power before 7am. At noon the PowerVault battery was over 50% full and there’s at least 2kW of solar available. That’s the point when I could start charging the car at 10Amps.\\n\\nA higher charge rate than this would be needlessly taking electricity from the grid. But until 15:20 there’s enough energy from solar ( yellow ) plus what was already in the PowerVault battery ( blue ) to fulfil the 10A charge-rate I’d set. The Battery was then depleted, and any further deficit was taken from the grid ( red ) to keep the car charge at 10A.\\n\\nBy 17:10 the sun was no longer shining directly on the PV Panels, so I stopped charging the car. That low-current charge had added 12½kWh to its battery. Any surplus solar after then was used to restore energy back into the PowerVault battery.\\n\\nYes, it’s a very manual system, but if I keep watch on my solar generation and the weather forecast, then it serves well.\\n\\nHope this helps!\", \"url\": \"https://forum.ovoenergy.com/electric-vehicles-166/an-electric-vehicle-ev-charging-point-installed-at-home-9379\", \"with\": [\"Want to find out more about OVO’s EV plan? Check out this topic:\", \"If your Consumer Unit needs extending/replacing to allow additional space for th\", \"Supplying the power to that 32A MCB is a Residual Current Device ( RCD ). This p\", \"By 17:10 the sun was no longer shining directly on the PV Panels, so I stopped c\"], \"without\": [\"Forum homepage\", \"Recently active topics\", \"Questions to solve\", \"OVO Energy Ltd, registered office\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5055", "input": "https://theprepared.com/forum/thread/building-raised-garden-beds/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5055\", \"ground_truth_path\": \"source/test/ground-truth/5055.json\", \"ground_truth_sha256\": \"7ed536e4a72760dd6a5d70621a9328ec323a17a2a17f177f2d690604bd15c1d1\", \"html_path\": \"source/test/html/5055.html.gz\", \"html_sha256\": \"cd30864acddb47312f9b6fd0200a16026c78ad54e87c484a38c99f4a59c5c73b\", \"page_type\": \"forum\", \"reference\": \"C P.\\n\\n(Another short guide, for those getting started in gardening)\\nWhen people talk about ‘raised beds,’ they usually mean soil that has been raised about 6” above the surrounding ground by a frame of wood, stone, or cement blocks. If you have read the forum about getting started in gardening, you will know that you don’t actually need a frame to make a raised bed. However, having a frame makes it easier to maintain your bed (the sides don’t erode), helps keep your mulch in place (especially if you are topping your beds with dried leaves in the winter), and can let you make a higher bed. There are also plenty of aesthetic benefits. You can paint your beds to match your house, use stonework to add visual interest to your yard, or just keep things looking neat. If you have the time and energy, it can be worth doing.\\nHere is some guidance to get you started. These are based on my own experiences and reading. I’ve framed beds with untreated lumber, scrap cedar, and stone, and I’ve used logs and cement block in other landscaping projects. I claim no professional expertise. Your experiences may vary.\\nBefore we start, I want to make one thing clear. Sometimes people see raised beds (i.e., beds with frames) and assume that you build the frame and then fill it with soil. You can do that – it is actually at the heart of the Square Foot Gardening method – but it’s expensive and usually unnecessary. What you want to do is prepare an unframed raised bed by fluffing up the soil with a good double-dig and maybe adding some compost, and then put the frame around your bed.\\nWith that in mind, the key steps to building a raised bed are:\\n1) Dig the bed\\n2) Choose your materials (wood or stone/cement block)\\n3) Obtain your materials\\n4) If using wood: prebuild your frames\\n5) Install your frame\\nSkill level needed is minimal and it decreases if you don’t care about the aesthetics.\\n1) Dig your Bed. See the instructions in the Getting Started with Gardening forum or borrow a copy of How to Grow More Vegetables from your local library. Double dig your bed.\\n2) Choose your Materials\\nYour two main options are wood or some form of stone or cement block. I’ll discuss each in turn.\\nWood:\\nThe main benefits of wood are that it is cheap, easy to work with, and can be painted (if you choose). The main drawback is that most wood rots when in contact with the ground. You have three main options (as I see it) to deal with this:\\na) Use regular, untreated wood to build your beds. If you use 2×10 pine from your local big box store, your bed will probably last several years before needing to be replaced. I have gotten 4+ years out of untreated wood.\\nb) Use cedar or another variety of wood that is naturally resistant to rot and bugs. You probably won’t be able to find large enough sections of wood at a big box store (at least I haven’t), but if you go to a local lumber yard and explain to someone what you are doing, they can probably point you to locally available, rot-resistant varieties. The drawback is that it is expensive. As an aside, I live in an area where many houses have cedar siding, and I have obtained scrap siding from siding repair jobs. It works okay for garden beds. It is a little weak and needs more support and it still breaks down over time. But it works and it’s free.\\nc) Use treated lumber. Pressure treated wood is impregnated with chemicals to prevent rot. The current varieties made in the US are no longer treated with arsenic (technically chromated copper arsenate) and at least one manufacturer claims that their product is safe for vegetable gardens. Nonetheless, I personally choose to avoid it for growing food.\\nAll of the above assumes that wood = cut lumber. You can also use tree trunks (laid horizontally) if they are thick enough or logs (set vertically) if you have enough of them. In my area, a large log may last 3 years before rotting to uselessness.\\nStone or cement block:\\nIf you have free access to large stones (at least the size of Tom Clancy novel or kids’ soccer ball), they make a great border. They are easy to install (even easier than wood, albeit heavier), look cool, and even retain heat to help your plants grow. I would advise against using smaller stones, especially if you need to stack them to get the height you need. They will fall over, look messy, and not do the job. (For the same reason, I wouldn’t use regular sized, un-mortared bricks.) In general, the bigger the stones you use the better (within reason of course). Just be careful moving them.\\nCement blocks are essentially like big, regular stones. I haven’t tried them for garden beds, but I have used them for retaining walls and they are easy enough to work with. For a 4×8 garden frame, I wouldn’t recommend you go through all the steps you need for a proper retaining wall, but I would dig a trench 1” or 2” below the soil level, level the trench, and tamp the bottom. This will help things look neater and make your blocks less likely to move. More on that below. I would suggest 6” high blocks, although you could try 2 courses of 4” high blocks. You may have some problems with the 4” blocks moving, but probably not as much as you would with small rocks if you get blocks that are fairly wide (front to back). Many are made with some sort of interlocking shape (usually a lip at the back) or a pin system, which should help even more.\\nA final note:\\nI have recently seen a block-and-wood combo where you buy large cement corner posts that have slots molded into them to accept wooden boards (https://www.lowes.com/pd/Oldcastle-Planter-Wall-Tan-Retaining-Wall-Block-Common-6-in-x-8-in-Actual-5050-in-x-7-75-in/1001156396). I haven’t tried it yet, but I may do so when my current wooden beds rot out. It looks like a good option, especially if you can replace rotted boards without moving the corner posts. It would really reduce the labor cost of using untreated wood. If you try it, maybe post below on the experience.\\n3) Obtain your materials.\\nFree is best, but you also want materials to be clean so that nothing toxic enters your garden. You may be able to source scrap wood from building projects in your neighborhood or get tree trunks or stone from your own land or friends’ yards. Cement block can be purchased (including ordered for delivery) from landscape centers and big box stores.\\nIf you are buying lumber, I would suggest buying 2×10 (which is actually 1.5”x9.5”). The edges may be a bit higher than your soil, but the extra lip will help keep your mulch in place. For each bed, I would buy three 8-foot lengths and then have the store cut one of them in half. They’ll usually do it for free. Depending on how you assemble your bed, it will be either 3” shorter or 3” narrower than 4×8 feet, but it doesn’t matter. Just make sure you do all of your beds the same way. Buy some cheap 2×4 (e.g., stud lumber) to reinforce the corners. You can ask the store to cut it into 9” lengths (four 9”pieces for each bed), but they may charge you a few dollars because it’s more cuts. If you have the tools, you can do it at home. You’ll also want a box of 2.5” construction screws.\\n4) For wood only: Prebuild your frames.\\nBuild a 4×8 wooden rectangle, reinforcing the corners. I could write detailed instructions on how to do this, but if you have basic woodworking skills you don’t need me to and if you don’t have basic woodworking skills, you probably need pictures (which I don’t have, since my beds are already done).\\nThat being said, if you want to learn basic carpentry, this is a great project to start with. If you have the wood pre-cut at the store, all you need is a tape measure, a pencil, a drill, a small bit for piloting holes, and a driver bit for putting in screws. (A square for marking things and a clamp to hold the reinforcing blocks would help too, but aren’t totally necessary.) The driver bit may even come free with your box of construction screws. The process is straightforward, and you’ll feel pride every time you see your beds.\\nBuild your beds out on your driveway or in your garage. It will be much easier to get the corners flush and square. A 4×8 frame made from 2×10 pine will be a bit heavy, but should be easily moveable with the help of a friend. Especially if the corners are reinforced, you can carry it without it breaking.\\nMaybe someone building their own beds can post a step-by-step photo guide below to the carpentry. Yes, I checked Instructables for a good link, but most of what was there had either bad dimensions, was too deep (you’d need to fill with soil), or was actually an elevated bed (picture a garden bed built on top of a table; these can be good for gardeners with mobility challenges).\\n5) Install your beds\\nFor wood (i.e., frame you’ve pre-built):\\na) Use a hard rake to pull the soil in from the edges of your raised bed.\\nb) Use a shovel to scrape the ground flat all the way around the bed. If your yard is not level, I recommend digging downward on the uphill side(s) so that your bed will lay flat.\\nc) Position your frame\\nd) Check that the frame is level front to back and side to side by putting a bubble level on the boards. (If you don’t have a bubble level, you can buy a cheap 9” torpedo level for less than $10.) If it’s not level, move the frame and dig downward on the high side(s) or prop up the low sides with rocks. If you prop up the low sides, make sure that the bottom of the board is still at or below the level of the surrounding soil. You’ll also need to back fill and tamp down the dirt in that area to that the frame doesn’t shift and settle later.\\ne) Backfill as necessary against the outside of the frame (i.e., if you cut a wider trench in the soil, fill it in around the frame) and rake the interior level. You’re done!\\nIf you are using tree trunks, I would just dig a trench deep enough that when you lay the trunk in, there are no large gaps where dirt from the garden bed can leak out underneath. If you are using logs, lay like stone or block, below.\\nFor stone and block:\\na) Use a hard rake to pull the soil in from the edges of your raised bed.\\nb) Use a shovel to dig a narrow, straight trench, as wide as your stone/block, 1-3” deep. 1” is probably enough, but if you have wide, flat stones you may want to ‘plant’ them vertically, in which case a deeper trench will make them more stable.\\nc) Whether you level your trench is up to you. I don’t think it matters much with natural stone, but you may feel that block looks better when it is properly level. To level your trench, lay a piece of straight lumber (any straight, long piece of 2×4 will do) and put a bubble level on it. Dig or fill as necessary. For a level block wall, make sure to tamp down the bottom of the trench after digging.\\nd) Lay your stone or block.\\n· For laying stone, it will become a bit of a jigsaw puzzle as you try to get the pieces to interlock. To make things easier, lay all of your stones out near you in the yard, so that you can easily test fit pieces until you find the right one.\\n· If you are laying block, you may wish to stretch a string between two stakes on each side to show where the front of your blocks should line up. Most blocks come with angled sides. To avoid needing to cut any blocks, I would dig out a little bit of your bed at the corners, and use the angled sides of the block to angle the wall around. It should only take one angled block to turn the corner, so you shouldn’t lose much bed space.\\ne) Backfill. If you are laying stones, backfill with dirt on the outside and inside with a hand trowel as you go. Tamp the dirt down with the handle of your trowel or a fist sized stone to prevent the rocks from shifting. If you are laying block, I would lay everything first and then use a string or piece of scrap wood to make sure that all of the stones are in a straight line (if you haven’t done so already) and at an even depth. Adjust as necessary. Backfill the outside and the rake the interior level. You’re done!\\n\\nRoland\\n\\n“Before we start, I want to make one thing clear. Sometimes people see raised beds (i.e., beds with frames) and assume that you build the frame and then fill it with soil.”\\n… (raises hand)\\n\\nMichelle_B\\n\\nI’m a landscape architect, and we always fill raised wood beds with good planting soil and compost; just fluffing up the existing soil usually does not provide nearly enough soil to fill a raised bed properly, in my opinion. We also avoid treated wood and go with redwood, due to its resistance to rot, here in California.\\n\\nJay Valencia\\n\\nI definitely fall into that category. So it’s worth it to start with actual planting soil and not just what’s handy?\\n\\nMichelle_B\\n\\nYes, good planting soil is balanced so that it allows for good drainage with the right amount of water retention (not too much, as you can get with clay soils, or too little, as you can get with sandy soils.) It is also usually tested for fertility and is amended to make sure it has the right nutrients for good plant growth. I recommend asking for a planting mix that is designed to be used in vegetable beds (not just ‘top soil’ which is sold often sold at garden supply yards, too.)\\n However, if you really want to use the soil you have at hand on your property, you can defintely amend it by adding a lot of organic matter – good compost and decomposed leaves are great; worm castings are great if you have those, too. (I keep a worm bin so that is an easy add for me.) Organic matter improves the structure and drainage of soil. Finally, add a good granular organic fertilizer to it all, and mix it well.\\n Each fall I make sure to add more organic matter on top of the beds. I dig this in each spring, along with another application of an organic fertilizer. I also keep chickens, so aged chicken manure is a great addition to my beds. Whether you start with a purchased planting mix or create your own, you still need to be sure feed your beds each year.\\n I hope this is helpful!\\n\\nJay Valencia\\n\\nFor compost, does the food quality matter? I’ve wondered if processed foods or leftover fast food breaks down the same as fruit or more organic stuff?\\n\\nConrad B\\n\\nThanks for this! I didn’t even know that some types of wood are resistant to bugs.\\nIs 6″ the recommended height or could you go higher to ensure that some types of plants grow?\\n\\nC P.\\n\\nYou can make them as high as you want. The higher you go, the more fill you will need. Just the fluffed dirt from your garden bed won’t be enough. But if you are doing a lasagna-style garden bed (alternating layers of kitchen/yard waste and soil) or doing some sort of hugelkultur variation, you’ll actually need more space. I saw a post over in the garden forum (from Northcoast?) saying they used 2′ high raised beds with a thick bottom layer of waste wood.\\n\\nC P.\\n\\nUpdate: I bought a set of the Oldcastle blocks from Lowe’s. The blocks are basically cubes with slots in them for 2x6s. Here is a link: https://www.lowes.com/pd/Oldcastle-Planter-Wall-Tan-Retaining-Wall-Block-Common-6-in-x-8-in-Actual-5050-in-x-7-75-in/1001156396\\nI installed them to make frames around several existing 3×10 beds. Here are my key notes:\\n1) Cost. The blocks are cheap, but you really need to buy a 1.5′ rebar piece to drive through the center hole to hold each in place. Otherwise they are not heavy enough to stay put well. You also need to have an extra block at the midpoint on a long run. So basically you are paying for all of the same lumber, plus about $20-$30 in blocks and rebar per bed.\\n2) Flexibility. The blocks hold 2×6 lumber (so 5.5″ actual height for the bed), unless you stack them double (which is an option, with longer rebar). These beds are set level on a slope (so like little terraces), and even though the slope is fairly shallow, the uphill blocks were almost fully buried by the time I made the sides level. If I had been building a lumber-only bed, I would have gone with 2×8 or 2×10.\\n3) Ease of installation. You not only have to get the blocks level to one another (so the sides of your bed are level); you also have to level each block (so that each block is straight up and down, not leaning in any direction).\\n4) Overall appearance. Not as great as I’d hoped. The blocks allow a fair bit of play – between the rebar and the block, and between the board and the block. So the end product doesn’t look quite as crisp and neat as a well-made wood-framed bed does.\\nBottom line: Building and installing a wood bed is probably less work and definitely less money. These blocks may still be suitable though if you have a yard that is already level and/or if you don’t care that much about the end appearance. Then you could put your blocks down, hammer in your rebar, drop in your wood and call it done.\\nAll that being said, I’m still interested in seeing how these work for actual gardening. I’m going to try growing burdock in one of these beds, and the roots are fragile and need to be harvested from the side (or so I’ve read). Being able to remove the sides of the bed should facilitate that. Plus I may decide it is all worth it in a few years when the untreated lumber I’m using rots out and I can replace it with just a few minutes of work.\\n\\nC P.\\n\\nAlso, Kelsey has started a thread on using stock tanks for raised beds. Here is a link:\\nhttps://theprepared.com/forum/thread/looking-for-advice-galvanized-stock-tanks-for-raised-garden-beds/\\n\\nJesse Smith\\n\\nSo much great information on here! Thanks so much for putting this together! I’m very new to gardening and am finding a lot on here very useful.\\nHave you evaluated thermally modified lumber for frame material? I own a small hardwood mill, kiln, and exotic lumber store, and we sell thermally modified poplar. I used it for a recent fence project on my house. I haven’t done enough research to know about potential safety issues, but our supplier claims no chemicals are added – i.e. that the treatment is entirely thermal. It appears to hold up well with ground contact. Have you heard anything in gardening circles about this?\\n\\nC P.\\n\\nI haven’t, but it seems like a great idea. How do the prices compare with cedar or other naturally rot-resistant woods?\\n\\nJesse Smith\\n\\nLooking online, newer growth cedar appears to go for $3-$5 per board foot. Thermally treated ash is around $10/board foot, which is a considerably more. Otoh, cedar boxes often seem to have durability issues, so might be worth it for some applications. Being hardwood, the material is a little more difficult to work with – countersinking screws is mandatory.\\n\\nC P.\\n\\nThanks, good to know! I do find cedar a bit brittle – and the scrap cedar siding I have used for for building raised beds does eventually decay from the ground contact.\", \"url\": \"https://theprepared.com/forum/thread/building-raised-garden-beds/\", \"with\": [\"(Another short guide, for those getting started in gardening)\", \"Before we start, I want to make one thing clear.\", \"I installed them to make frames around several existing\", \"Bottom line: Building and installing a wood bed is probably less work\", \"I’m a landscape architect, and we always fill raised wood beds\", \"the roots are fragile and need to be harvested from the side\"], \"without\": [\"The Prepared\", \"Start Prepping\", \"Emergency preparedness checklist\", \"Sane Prepper Mantra\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5060", "input": "https://forum.charlesdowding.co.uk/community/topic/new-raised-beds-mulch-or-grow/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5060\", \"ground_truth_path\": \"source/test/ground-truth/5060.json\", \"ground_truth_sha256\": \"e52ebc031840273140375c0cd612534238499fd215f61749e4ebd66eb135ad96\", \"html_path\": \"source/test/html/5060.html.gz\", \"html_sha256\": \"826ec38049f8f168d8c86f02a6b1cff781f41f4fcff89fe7d3fac6dbd3842a3b\", \"page_type\": \"forum\", \"reference\": \"kevinspiers\\n\\nHi\\n\\nI have just built six deep raised beds, 300mm deep and 1.2m x 3.0m, and filled them with graded topsoil bought from a local building supplies company. The soil is of good quality and weed free but it is also largely worm free too! I have top-dressed the soil with some excellent vintage cow manure, black, odourless and full of brandling worms, though it does have some straw in it.\\n\\nMy question is is two parts. Firstly, is is necessary to cover the beds now or should I leave them uncovered whilst waiting for the arrival of the earthworms? Secondly, should I wait until next season for the soil to recover from the filling process before planting or will a month or two suffice, enabling me to get some payback this year?\\n\\nI guess the answer to the first part will be governed by the second!\\n\\nMany thanks\\n\\nbluebell\\n\\nIn my book you have done everthing you need to. Firm down the beds if you havent already and get ready to plant. Im my short experience things want to grow so give it a go.\\n\\nkevinspiers\\n\\nThanks for the positive message. I'm certainly hoping 'things want to grow' and will be following Charles's lead and stuff sowing in modules this week. Planning to sow first early spuds in compost in the bags the soil came in. Waste not want not!\\n\\ncharles\\n\\nNo need to wait Kevin, in fact having plants growing and colonising your beds with their roots will help everything settle and also help the soil come back to life, which may take a little time. I would not use soil like that because of its lack of life. When the National Coal Board piled topsoil in heaps, from open cast mining, they found it quickly went \\\"dead\\\" and was then difficult to replace for growing good crops. However in your case the manure/compost is key to restoring its health.\\n\\nAs for covering, no need at all, nutrients in compost and composted manure are not water soluble.\\n\\nkevinspiers\\n\\nThe topsoil supplier was recommended by a local landscaper as the 'least worst' solution. It was the lack of pernicious perennials in it, I think. Access to unlimited cow manure appears key. Delighted that I can start planting but will lower my expectations for this season in view of the less than perfect soil. This is a fascinating and very steep learning curve. Very exciting! Many thanks.\", \"url\": \"https://forum.charlesdowding.co.uk/community/topic/new-raised-beds-mulch-or-grow/\", \"with\": [\"I have just built six deep raised beds, 300mm deep and 1.2m x 3.0m\", \"I guess the answer to the first part will be governed by the second!\", \"As for covering, no need at all, nutrients in compost and composted manure are not water soluble.\", \"The topsoil supplier was recommended by a local landscaper as the 'least worst' solution.\"], \"without\": [\"Visit no dig website\", \"Viewing 5 posts - 1 through 5 (of 5 total)\", \"Copyright Charles Dowding\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5061", "input": "https://theprepared.com/forum/thread/garden-experiments-with-hard-soil/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5061\", \"ground_truth_path\": \"source/test/ground-truth/5061.json\", \"ground_truth_sha256\": \"caf93711981cb1bb9109586c19a826a9dc2143449063c841826204be723f03dd\", \"html_path\": \"source/test/html/5061.html.gz\", \"html_sha256\": \"0703d8f35edb0308f0bc905094d5f12b51a3c28ef8c5d426942cbdbf900b4d79\", \"page_type\": \"forum\", \"reference\": \"Josh Centers\\n\\nNovember 11, 2020\\n\\nI had a pretty good garden last spring, but my hard, rocky clay required a lot of mechanical intervention to be workable. I decided to take the fall to experiment with making fixed beds with handtools like my broadfork and pointed hoe.\\n\\nMy goal was to make the nice borderless raised beds you see in books by Steve Solomon and John Jeavons. That just doesn’t seem to be possible with this soil. I’m experimenting with heavily amended narrow strips, which are easier to dig out. I’ve made a video showing some of what I’ve tried.\\n\\nDavid the Good has posted a video from a friend of his with a similar soil profile to mine, who tried the lasagna gardening method. She piled on straw and woodchips and let it rot for a couple of years. In theory, this builds a new soil layer and softens the soil underneath. While she got that nice upper layer, the soil underneath is still hard as bricks and limits the size of her vegetables. She’s now trying to break that layer up with a broadfork.\\n\\nI’d be curious to hear if anyone has had success gardening with hard soil. If my strip plan doesn’t work, it looks like I either need to buy a tractor or construct raised beds.\\n\\nLG\\n\\nNovember 11, 2020\\n\\nI live in TN so I understand the rocky soil. For a few years I tried straw bale gardening which was helpful because once the season ended the bales broke down and added a layer of soil. Sounds like you have a really large garden though and straw bales won’t cut it.\\n\\nRedneck\\n\\nNovember 11, 2020\\n\\nThe soil in my garden area, on top of the hill, is mostly hard clay. When I built some raised beds, I brought in a big dump truck load of garden mix, which is kinda a mix of hardwood mulch & potting soil. I went down to my bottom pasture, which is sandy loam, and brought up many bucket loads of sand using the loader on my tractor. I then broke up the soil with a sharpshooter, threw some of the sand & garden mix on top, and then tilled with a big powered hand tiller that I rented for the day. Once that was mixed well, I continued the process several times. Worked great for me.\\n\\nIn a big area like yours, I’d ask around & see if you could hire someone that has a tiller on their tractor. Those things can chop up anything into a fine powder. Then have him use his front bucket to bring in sand & garden mix and till it all together. When done, you should have some mighty fine soil. Won’t be cheap, but it will solve your problem.\\n\\nCheaper way is as I did, and build a few raised beds, just using a single 2×6 for the sides. I use cut off pieces of 4×4 in the inside corners to screw the boards into. If the land isn’t level, I use a bit longer 4×4 to also act as a leg on the low side, so that the bed is perfectly level. I use 10′ long boards, where I cut one in half for the ends and 2 for the sides. I screw in a 5′ 2×4 across the middle, to keep the sides from spreading as you add to your soil. If you want your bed longer than 10′, then just use 4x4s to join lengths together. So as I said, use a sharpshooter to break up the soil inside the bed, rent a tiller & chop it up inside your bed, add garden mix & maybe sand, & till it all together. When done the soil should be just below the level of the sides. When doing the initial tilling, you want to go down around 12″. That way, when finished you have around 17″ deep of great garden soil inside the bed… with most of it below ground level. Then you can add other beds later.\\n\\nehux\\n\\nNovember 12, 2020\\n\\nI’ve got a few ideas for you but they’re slightly different topics so broke ’em up.\\n\\n(1/2) Methods\\n\\nI’ve gardened in clay soils my entire life – even once had to break up a clay soil with a jackhammer – so I understand the struggle. But I have had success with a lot of work and even more patience – it takes a lot of time.\\n\\nAs a basic growing medium, clay soil is not actually bad – since the particles are charged it can actually hold a lot more micronutrients much better than sandy soils. What makes it so awful is a lack of what’s called tilth – how easy is it to till, how easily can seedlings emerge, can roots penetrate or will they turn into depressing mats? Clods are the opposite of tilth, and as you well know, you’ve got clods. So what you’re really trying to do is improve the tilth. Organic matter is a way of incorporating tilth, as is aerating with a broadfork or tiller. Beyond that. . .\\n\\n1) Mitigating and amending options. If you’re willing to look upon this as a long term project, you can do a lot, especially if you have the ability to use raised beds in the interim – even just a year of working on the soil can have some effect. I’ve used all of the following in various combinations and had success, but yeah, it takes time. Obviously you’ve tried/know some of this already but just adding support for the methods.\\n\\nTwo important aspects when amending and any tilling: 1) Do the pinch test. Clay likes to expand and shrink. That shrinkage is what creates those cement like clod chunks. To prevent clods, till, aerate, or amend your soil only when it’s at the right moisture level: roll a ball between your hands, then pinch it. If it falls apart, cracks, or crumbles, it’s good. And 2) If you add a lot of woody material, make sure you add nitrogen either as a fertilizer or nitrogen fixing plants, else you’ll create nitrogen depletion in the soil.\\n\\n2) Since you’re experimenting, do you have enough wood material to attempt hugelkultur? It will take time but it has an additional benefit of helping improve the soil below it. (Also I’m just a big fan of adding logs and branches to clay soils to help break them down).\\n\\n3) These are the main methods that have worked for me. But frankly, at the end of the day, when I consider all the work, organic matter, and sheer amount of time invested, I’ve come to a place in life that, in hard clay, raised beds are the least amount of total expenditure in the long run, even if they cost money up front. (It’s worth considering the cost of your time in this too.) As a result my main method now is deep raised beds with a hugelkultur layer at the base. That doesn’t mean I totally give up – I usually have a few areas that I slowly work on over time in which I don’t grow anything but clay busters or cover crops, and throw extra leaves, logs and branches, kitchen scraps, and bones at. They’re “have a spare 5 minutes” areas.\\n\\nehux\\n\\nNovember 12, 2020\\n\\n(2/2) Really the 1st step: understanding the clay soil itself\\n\\nYou mention you have a rocky clay, but do you have a detailed idea of what your soil looks like beyond the upper surficial level? This is more comprehensive and beyond a basic local extension office soil test. If you don’t, it would be worth considering getting a good look at your soil profile. It’s free! The soil maps and profiles gathered over decades by the Soil Survey provides information about what kind of soil lurks deeper than that topmost surficial layer, which can affect drainage and root accessibility. Soil maps are detailed for each county (example), and also include evaluative features of what’s referred to as “suitabilities and liabilities”, like plant productivity and irrigation.\\n\\nYou can investigate it online using a combination of the archived soil report PDFs (link for counties in Tennessee) and the soil survey web mapping tool, but like most land agencies the Soil Survey is severely underfunded so the mapping tool is quite antiquated. It’s still worth having a look. However, if you have a county extension (good) or USDA NRCS (even better) office in your area, an easier and probably more informative option is to simply visit them. They’ll be able to help you interpret the maps and soil profile, and what the agronomy terms mean without you needing to figure out exactly the difference between two types of loams if you may not understand what a loam is (as a hypothetical).\\n\\nThe end result will be a description that looks like this example, from a random soil in Clay County:\\n\\nH1 – 0 to 6 inches: loam\\nH2 – 6 to 10 inches: loam\\nH3 – 10 to 16 inches: clay loam\\nH4 – 16 to 31 inches: clay\\nH5 – 31 to 84 inches: gravelly clay\\n[H refers to horizon and is how they classify the varying layers within each part of the different subtypes of soil beneath the surface.]\\nSlope: 12 to 20 percent\\nDepth to restrictive feature: More than 80 inches\\nDrainage class: Well drained\\nRunoff class: Medium\\nCapacity of the most limiting layer to transmit water (Ksat): Moderately high (0.20 to 0.57 in/hr)\\nDepth to water table: More than 80 inches\\nFrequency of flooding: None\\nFrequency of ponding: None\\nAvailable water capacity: Moderate (about 6.8 inches)\\n\\nIf this soil profile were yours it would tell you that while you’ve got some good surface loam in which to plant and then the beginnings of lots of clay about 1 foot underneath the surface that might benefit from some compost till in and some deep rooted cover crops, that you don’t have a layer of bedrock just a few feet down (important to know), and that it’s pretty well drained (that gravelly clay layer helps!). Other details in the profile would include the parent materials of the soil (a clue to the mineralogy make up and how acidic/basic it might be, and thus nutrients and fertilizer use), if the water it holds might become alkaline or have other salinity issues, and if it’s considered good for farmland or for drastically different uses. It doesn’t have to be “prime farmland” (their classification) but it’s worth paying attention to if it is better suited for some other kind of land use, which could inform the necessity of raised beds or other gardening methods. You might also discover two or more different soil types on your land, which you could then use in your planning.\\n\\nIt’s worth having a look at even if you think the soil has been disturbed due to development; depending on the depth of the disturbance you can still gain useful information, or even possibly discover that your soil doesn’t match the description at all so it may have been a cut or fill area. Even then there might be information (especially for a cut).\\n\\nExamples on how to use it: You could discover a hardy top layer of caliche or clay that extends down ~8 inches and then a beautiful friable loam. In that case a sunken garden in which you dig down and remove the clay layer and use it to pile around the sides might be good idea even if it’s a terrific amount of work. Or you may have a perched water table (very difficult to correct) or a limestone derived clay (that’s what it looks like from your video) that extends for a considerable depth, in which breaking it up is equivalent to breaking up concrete, and raised beds are the better option to consider in both cases. It’s even possible you have a shallow clay layer with a loam layer underneath that a double dig method in which you have an opportunity to mix the two along with your organic additions could create a better medium.\\n\\nEven if at the end of the day you find out that you have nothing else than the rocky clay soil as already known you’ll have a much better understanding of what kind of rocky clay soil it is and what’s occurring below the surface; understanding your soil is a key part of using it and growing it since good gardening soil is “grown”, not created. I’ve really learned it’s so much better to adapt your methods to your soil than beating yourself to death trying to adapt your soil to a specific gardening method.\\n\\nNote: this is different than a soil test; there are also all kinds of DIY clay soil tests you can do if you haven’t already (ribbon tests, clump tests, drainage tests etc.) that are also helpful to understanding your clay.\\n\\nIllini Warrior\\n\\nNovember 18, 2020\\n\\na tiller is your best friend when getting started with any type of virgin soil – even the best black gold soil isn’t ready for the whole spectrum of crops …..\\n\\nditto on the sand for your hard clay – course as sand as you can find – tiny ground rock screenings wouldn’t hurt to get things going in the right direction ….\\n\\nyou can add the organics to increase the soil volume and start drawing in the worms & insects that’ll eventually complete your healthy soil complex …..\\n\\nit’s a long road – get a section open to re-plant during the season >>> take the time to soil remediate first ….\", \"url\": \"https://theprepared.com/forum/thread/garden-experiments-with-hard-soil/\", \"with\": [\"I had a pretty good garden last spring, but my hard, rocky clay required a lot of\", \"The soil in my garden area, on top of the hill, is mostly hard clay.\", \"I’ve got a few ideas for you but they’re slightly different topics so broke ’\", \"a tiller is your best friend when getting started with any type of virgin soil\"], \"without\": [\"The Prepared\", \"Start Prepping\", \"Emergency preparedness checklist\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5063", "input": "https://steamcommunity.com/discussions/forum/11/597414091753090447/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5063\", \"ground_truth_path\": \"source/test/ground-truth/5063.json\", \"ground_truth_sha256\": \"5ee8247c0442aadbca20a6d390e8a04963dd7152de765aa54b02e684992610e5\", \"html_path\": \"source/test/html/5063.html.gz\", \"html_sha256\": \"97e54d48cdebae412a69507d94a7e5abcf83e5c3221b64273c5bfa03d71376ec\", \"page_type\": \"forum\", \"reference\": \"LadyP2386\\n\\n8 Oct, 2025 @ 1:56pm\\n\\nOwn build gaming PC- Gimme all your advice\\n\\nHey. I'm gonna be building my own gaming pc and need all the advice. Where is a good place to start my research and buy parts? It'll most likely be a Linux system. Thanks xxx\\n\\nEdit to add: I'm in the UK.\\n\\nLast edited by LadyP2386;\\n8 Oct, 2025 @ 2:24pm\\n\\nElectric Cupcake\\n\\n8 Oct, 2025 @ 2:12pm\\n\\npcpartspicker\\nNewegg\\nMicro Center if there's one near you\\n\\nBad 💀 Motha\\n\\n8 Oct, 2025 @ 2:16pm\\n\\nAs far as how to build and pick good parts within a certain budget, or help with making an USB OS media installer for Windows or Linux...\\n\\nThere is tons of free help for all of that on YouTube.\\n\\nAs for parts, what Country are you in? If US then I'd strongly look at Microcenter for pretty much all your parts needs. A tech there at the store can even build and test the PC for you for a small fee.\\n\\nLast edited by Bad 💀 Motha;\\n8 Oct, 2025 @ 2:19pm\\n\\nOmega\\n\\n8 Oct, 2025 @ 2:25pm\\n\\nFor Linux, get either an AMD or Intel GPU.\\n\\nFor LAN and WLAN make sure it uses an Intel chip.\\n\\nBad 💀 Motha\\n\\n8 Oct, 2025 @ 2:32pm\\n\\nIntel GPUs are still quite terrible at best.\\n\\nI'd strongly suggest an AM5 Motherboard with onboard Intel LAN, WIFI, BT. Along with AMD Ryzen 7600 or better CPU. 2x 16GB DDR5 and a dedicated Radeon GPU such as RX 9600 XT or better.\\n\\nLast edited by Bad 💀 Motha;\\n8 Oct, 2025 @ 2:34pm\\n\\nwing0zero\\n\\n8 Oct, 2025 @ 2:48pm\\n\\nParts in UK I use SCAN, CCL or Overclockers, SCAN mainly.\\n\\nBad 💀 Motha\\n\\n8 Oct, 2025 @ 2:53pm\\n\\nPCPartPicker can be helpful but sometimes it doesn't find the good deals or list certain retailers properly per some specific parts. If you do use that site be sure to change the Country and Currency first\\n\\nLast edited by Bad 💀 Motha;\\n8 Oct, 2025 @ 2:53pm\\n\\nDe Hollandse Ezel\\n\\n8 Oct, 2025 @ 3:52pm\\n\\nfor part comparising... I would advise\\nhttps://tweakers.net/\\n(they don't sell in uk.. but it has better tests.. forums, etc) and most dutch speak good english so they will help you on their forums if you post.\\n\\nfor buying/checking prices.. and as second forum option\\n\\nhttps://www.overclockers.co.uk/\\n\\nthose would be the best 2 places.\\n\\nLast edited by De Hollandse Ezel;\\n8 Oct, 2025 @ 3:53pm\\n\\nTerry John Silver\\n\\n9 Oct, 2025 @ 2:48am\\n\\ncclonline is perfect\\n\\nSlowClick\\n\\n9 Oct, 2025 @ 3:18am\\n\\nI like this webpage because it explains their choices and alternatives. It's where I started when I had my current PC built - but the article been revised since I 1st saw it 2 years ago. They keep it current.\\n\\nhttps://www.pcgamer.com/gaming-pc-build-guide/\\n\\nRumpelcrutchskin\\n\\n9 Oct, 2025 @ 5:30am\\n\\nHere are few examples what you could aim for:\\n\\nhttps://uk.pcpartpicker.com/list/YTydZc\\n\\nhttps://uk.pcpartpicker.com/list/fWQsDj\\n\\nhttps://uk.pcpartpicker.com/list/88tFv4\\n\\nPeter\\n\\n9 Oct, 2025 @ 6:07am\\n\\n1\\n\\n1\\n\\nGo with AMD if you want second rate gpu performance.\\n\\nGo with AMD cpu if you want AMDip and stutter.\\n\\nGo with AMD if you want terrible driver support.\\n\\nIt's your choice.\\n\\nskOsH♥\\n\\n9 Oct, 2025 @ 6:27am\\n\\nLinux build? Amd cpu + amd gpu\\n\\nWay better compatibility. Everything works out of the box\\n\\nMinimal setup even when using Arch\\n\\nSlav Mcgopnik\\n\\n9 Oct, 2025 @ 6:31am\\n\\nOriginally posted by Peter: Go with AMD if you want second rate gpu performance.\\n\\nGo with AMD cpu if you want AMDip and stutter.\\n\\nGo with AMD if you want terrible driver support.\\n\\nIt's your choice. OP wants to use Linux so they’d be making their life much harder if they went team blue/green\\n\\nBlender McBiscuits\\n\\n9 Oct, 2025 @ 10:52am\\n\\nYup I've used CCL for years. May as well get them to assemble the thing for you, too. It won't cost you any more (usually) and frankly, has become more and more of a pain in the arse over the years, I was building PCs back in the '90s but I try not to bother any more.\\n\\nCertainly it's worth getting them to fit the CPU if you buy it with a MB, along with the heatsink. Save you the hassle. You can order any custom setup you like.\\n\\nI'm running Linux with an AMD CPU and Nvidia graphics card, but either way ought to work. Steam is great on Linux. Occasionally a little hiccup, but you can just ask ChatGPT to fix stuff for you. Paste in the commands that ChatGPT gives you, into your Linux terminal window. Then paste back Linux's response to ChatGPT. The thing can fix most problems, and will tell you what it's doing as it goes. It's all very impressive, would be a hell of a time without it.\\n\\nLinux lacks UI and config standards, everyone seems to invent their own format for config, what parameters and what they're called. Nobody's centrally controlling all of it. That's a good thing but also a big bad thing. Means you need to learn from scratch, each part of the system you need to mess with, how to do it.\\n\\nBut it doesn't spy on you and isn't trying to charge you rent, so it's infinitely better even with the trickiness.\\n\\n=J.DAY= THE TERMINATOR 2\\n\\n9 Oct, 2025 @ 2:08pm\\n\\nrule #1 phanteks -> noctua -> seasonic -> teamgroup -> asus -> nvidia -> intel - > arctic silver -> gpu riser cable - >thermal paste guard -> geforce -> asus\\n\\nstick with the good brands. every pc i build following that rule lasts over 10 years no cleaning required;)\\n\\nLast edited by =J.DAY= THE TERMINATOR 2;\\n9 Oct, 2025 @ 2:09pm\", \"url\": \"https://steamcommunity.com/discussions/forum/11/597414091753090447/\", \"with\": [\"Hey. I'm gonna be building my own gaming pc and need all the advice. Where is a \", \"PCPartPicker can be helpful but sometimes it doesn't find the good deals or list\", \"Go with AMD cpu if you want AMDip and stutter.\", \"stick with the good brands. every pc i build following that rule lasts over 10 y\"], \"without\": [\"Install Steam\", \"Valve Corporation. All rights reserved\", \"Privacy Policy\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5071", "input": "https://www.forumsforums.com/threads/cast-iron-anyone.96914/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5071\", \"ground_truth_path\": \"source/test/ground-truth/5071.json\", \"ground_truth_sha256\": \"31608d47c5ae8a5ad52a8310c5bb4e76261a732c74e69141133212b21fc74eca\", \"html_path\": \"source/test/html/5071.html.gz\", \"html_sha256\": \"884822f6dcdae05ee36b9ba5f4687907d2934e31c0389007bcfefcdd999c7908\", \"page_type\": \"forum\", \"reference\": \"Anyone else here a fan of cooking with cast iron? I inherited my grandmother's 10.5 inch wagner skillet a few years ago when she passed away in 2007.\\n\\nSince then, I have collected a few other pieces but only recently really started using them. We have a couple different sized pots with lids at camp along with another 12\\\" and a 10.5 inch skillet.\\n\\nLast night, I baked a cornbread in the 12\\\" lagostina which cooked in half the time the recipe called for and turned out perfectly.\\n\\nWe also have a smaller 6\\\" pan that we baked a bree cheese in last night and had it with baguette bread.\\n\\nHere's the 12\\\" at camp frying up grouse.\\n\\nWe have a small cast iron fondue set which works great for camping.\\n\\nFresh Bannock over the fire. Turned out great.\\n\\nThis old mclarys Dutch oven was my grandfather's who used it for baked beans and stews. My dad inherited it when I was a child and used it for deep frying fish over the coleman stove at camp for years. When he passed away, I inherited it and have been using it regularly for pretty much everything.\\n\\nLast summer, my scouts troop participated in a weekend reenactment of the 1800s. We cooked using the old Dutch oven all weekend.\\n\\nNo pictures.\\n\\nMy wife uses cast iron all the time and loves it. Some of it she bought, some of it came from her mother and grandmother so that puts it at over a 100 years old. The only thing is that, with her arthritis, some of it is getting a little heavy for her to use now but that's where I come in.\\n\\nMY SIL belongs to a campfire cooking club that meets at Tyler State Park one week-end a month. She is a wonderful Dutch oven cook. For a small donation you can show up and eat lunch with them. The park rangers eat for free and they never miss a meal. I was amazed at some of the things that you can cook in a Dutch oven.\\n\\nI was also. When we did the historical recreation at the old fort, we planned one pot meals that could be cooked on the fire using the Dutch oven to teach the kids. We did oatmeal in the morning with dried fruit. Homemade hamburger helper for supper. At camp, we've made an apple crumble, Bannock etc. I was surprised how quickly it boiled water and was actually able to control the temperature with the amount of heat produced by the fire.\\n\\nWe have quite a few Griswald pieces. Some think they are the best. They seem to be a bit thinner and lighter, and the cooking surfaces are very smooth.\\n\\nMost are family pieces., pasted down to us. We use the I would say for 75% of stove top needs.\\n\\nLove the results as well!\\n\\nPretty hard to beat a good cast iron pan or any cookware for that matter. Seems the older stuff is better as it’s usually got a smooth cooking surface. I prefer to use cast iron but my wife doesn’t. Dad has an old pan that the cooking surface is like glass, stuff just slides right out of it. I picked up a big pan a few years ago for camping and quading to cook on a fire, it’s good and can double as a weapon against bears if need be! It’s heavy!! If you look after them they will last for generations, not like the crappy Teflon ones that you might get 3 years out of.\\n\\nI have a number of cast iron pans - a pre-1920 Griswold, which is a (near) daily worker...\\n\\nmany cooks declare the 'old stuff is better' - the smooth finish is one, the other is 'all the good iron ore was used up by 19xx)\\n\\nsome issues with that....\\n\\n#1 - given modern metallurgy, it's patently absurd that the industry cannot produce the same, or better/improved, raw iron for cooking vessels. keep in mind, \\\"the same, or better/improved\\\" must be judged in terms of 'what's good for cooking' and not some 'new-age' definition.\\n\\n#2 - 'the old stuff' was sand cast, then machined so the floor of the pan was smooth. fry pans more apt to be machined than dutch oven style stuff... odd ball shapes like long oval fish pans,,,, rarely machined.\\n\\nthere is a popular theory that \\\"seasoning\\\" a new-age sand cast pan will make it as smooth as... hogwash.\\n\\nwishful thinking...\\n\\nthere are companies (fieldcompany.com, et. al.) that produce machined cast iron pans - and companies that will 'grind/polish' your pan smooth - and DIY instructions to smooth/polish the new not-so-nice cast iron stuff.\\n\\nI can hand-flip eggs over easy in ye olde Griswold (also in anew Teflon pan... ) - the best seasoning comes from regular use, not exotic oils from the east slope of Mountain Mysterious but pressed only on a full moon...\\n\\nI've been thinking to get a new CI griddle pan (i.e. almost no side height....) for crepes - but the bathroom scale has the 'more crepes, please' thing on hold...\\n\\nThe 10.5 inch I posted was my grandmother's. I would love to go to her place several times a week a beg for crepes. Lol. She'd give in and make me some. They were the best. Mmmm\\n\\nMy son Ty has tons of cast iron he cooks with, both in the kitchen and outdoors year round.\\n\\nHe has a wok that I've thought about taking off his hands, but I think it would be far too heavy for me to handle.\\n\\nI used to have a Lodge skillet that I used.\\n\\nThat thing got lost somewhere in my moving between here and there.\\n\\nI made some fall off the bone ribs in the cast iron Dutch oven today. Delicious I did some research on this pot and from what I can find, it's from the 1920s.\\n\\nNot sure how I missed this thread. Both my wife and my daughter have a lot of cast iron.\\n\\nBUT literally 100% of Melen's cast iron is Staub enameled cast iron. She has about a 1/2 dozen pieces. Mostly in unusual shapes.\\n\\nProbably 85% of the the lovely Mrs_Bob's collection is also Staub enameled cast iron from France\\n\\nI know she has some various old US made fry pans, also Lodge cast iron, both the basic iron and also at least 1 enameled Lodge piece\\n\\nThey are used regularly in our home. Regular cast iron fry pans, dutch ovens, etc.\\n\\nI have a cast iron skillet that is great for steaks, but it's so heavy that I don't like using it. It's definitely non-stick though!\\n\\nLast night I made deer backstraps roasted with potatoes and carrots. Everyone devoured it. I just spiced it with salt and pepper and a but of garlic. The added 1 cup of beef broth for moisture.\\n\\nAlso have a lot of cast iron, nothing like fried catfish in a cast iron skillet.\\n\\nHere is a photo of some of the lovely Mrs_Bob’s enameled Staub. Some are old, some newer, despite being decorative, all are actually used for cooking.\\n\\nI have a large collection of cast iron - no idea how many pieces.\\n\\nI just ordered a flat skillet like this as we didn't have one. I also picked up a square Jim beam flat skillet before Christmas.\\n\\nHere's last night's supper. Porcupine meatballs in my grandfather's old mclary Dutch oven. There's something about cast iron pieces that were handed down. I remember as a child, my grandfather making baked beans in this pot. Dad used it mainly for deep frying fish at camp. I did use it for the same thing the other night. It heats up the oil excellent. For the sauce, I just used a can.\\n\\nCast iron makes excellent crepes. The pan on the left was my maternal grandmother's. I remember her making them for me when I was young using the same pan.\\n\\nThat man could use some advice from a canadian who can cook a meal using some cast iron. preferably by a citizen who can and would catch or harvest their own protein.\\n\\nIt's a cold rainy day at camp so I made a baked bannock in my grandfather's old mclary Dutch oven on the BBQ. I flipped it about halfway through cooking to bake evenly.\\n\\nAttachments\\n\\nLodge pizza irons on the BBQ grill make the best pizzas.\\n\\nFunny you should mention pizza on the BBQ. We had that this weekend at camp. Easy personal sized using flat bread as the crust.\\n\\nLodge makes really good stuff. The cast iron products are made in the US. Their enameled stuff is, however, made in China.\\n\\nNot all of it: https://www.lodgecastiron.com/enameled-cast-iron\\n\\nNICE, thanks for that update.\\n\\nWhen Lodge first stated making enameled cast iron it was all imported. Nice to see they are making some of it (hopefully soon all of it) in the USA.\", \"url\": \"https://www.forumsforums.com/threads/cast-iron-anyone.96914/\", \"with\": [\"Since then, I have collected a few other pieces but only recently really started\", \"#1 - given modern metallurgy, it's patently absurd that the industry cannot prod\", \"They are used regularly in our home. Regular cast iron fry pans, dutch ovens, et\", \"Not all of it: https://www.lodgecastiron.com/enameled-cast-iron\"], \"without\": [\"Search forums\", \"Privacy policy\", \"Terms and rules\", \"Community platform by XenForo\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5072", "input": "https://forums.sassnet.com/index.php?/topic/356004-cast-iron-frying-panskillet/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5072\", \"ground_truth_path\": \"source/test/ground-truth/5072.json\", \"ground_truth_sha256\": \"7a427355123434ab659ba84bf2b9f5fb884590ec638a5b46cfe6a47275595ee3\", \"html_path\": \"source/test/html/5072.html.gz\", \"html_sha256\": \"ff3a09481b645142ccf113b29b857e34cdf5027a41d4df9a6a25ff83d5136809\", \"page_type\": \"forum\", \"reference\": \"Eyesa Horg\\n\\nBeen thinking about getting a cast iron pan, not being much of cook, do any you experienced cooks recommend a particular brand or style? I prefer a 12\\\" or so. Thanks\\n\\nWarden Callaway\\n\\nLodge seems universally available. Don't know if they are the best.\\n\\nhttps://www.lodgecastiron.com/?gad_source=1&gclid=CjwKCAiAsIGrBhAAEiwAEzMlCy1pivXF5_tfcGHQOKEwW_6ZKvIrkSaeYqRV3HfgV1bXZKFMHVuVmBoCUGQQAvD_BwE\\n\\nSubdeacon Joe\\n\\nScrounge junk yards and yard sales. You might have to strip an reseason one, but it's a fairly simple, if time consuming, process.\\n\\nOther than that, I would go with Lodge.\\n\\nMarshal Mo Hare, SASS #45984\\n\\nWhat you can’t do is put it in the sink and let it soak.\\n\\nEyesa Horg\\n\\n16 minutes ago, Marshal Mo Hare, SASS #45984 said:\\n\\nWhat you can’t do is put it in the sink and let it soak.\\n\\nThat's been my impression too. Just wipe, stick it back on the stove top till tomorrow morning! What do you do to clean it when something burns and needs scrubbing? I presume you just need to re oil.?!!?\\n\\nI'm tired of buying expensive nice \\\"non stick\\\" pans only to have them become \\\"stick\\\" in a year or less. Payed 60 bucks for a ceramic one and it only took a couple months before you couldn't fry an egg without a spritz of PAM. Arrrgh.\\n\\nHardpan Curmudgeon SASS #8967\\n\\nUndoubtedly, Lodge is good. Very good, in fact, and I'm a big Lodge fan - although there is some question about the value of their \\\"pre-seasoning.\\\"\\n\\nThat said, comparing Lodge cast iron with other brands is not like comparing a Mercedes to a Yugo. Others are also quite servicable. For example, I have three cast iron Dutch ovens; a Lodge, a Texsport (from Sports Authority), and a Ridgeway (Costco sold brand). All with lots of miles on 'em. And of the three, the Lodge is my least favorite. It's good and I like it, but I just happen to like the other two more.\\n\\nNow, with THAT said, what @Subdeacon Joe sez above is worth heeding. I have a few very good rescued pieces of indeterminate origins, including a really nice Belgian made Descoware enameled saucepan (with lid!) that my old friend Zelda Gurch found in an alleyway. Totally disgusting when found, but it cleaned up like new!\\n\\nLodge - How it's Made:\\n\\n24 minutes ago, Eyesa Horg said:\\n\\nThat's been my impression too. Just wipe, stick it back on the stove top till tomorrow morning! What do you do to clean it when something burns and needs scrubbing? I presume you just need to re oil.?!!?\\n\\nI'm tired of buying expensive nice \\\"non stick\\\" pans only to have them become \\\"stick\\\" in a year or less. Payed 60 bucks for a ceramic one and it only took a couple months before you couldn't fry an egg without a spritz of PAM. Arrrgh.\\n\\nEyesa,\\n\\nI have owned a few different brands of cast iron. From Chinese so-so cast iron to Lodge. Much of the cheaper stuff has hot spots caused by voids or improper casting. If you can find used cast iron pans in thrift stores quite often it’s good stuff unless you cannot find any markings on it then it may be Chinese stuff.\\n\\nPersonally, I would buy Lodge and here’s why:\\n\\n1. It’s quality cast iron cookware.\\n\\n2. They have a guarantee.\\n\\n3. They have support if you have questions and they have a lot of good info on line.\\n\\n4. They make gold…I mean, lids for all their pans and pots. Trying to find a lid that will fit an old cast skillet can be a real pain and may take years. Unless you want to pay someone on eBay an arm or a leg.\\n\\nCleaning;\\n\\nhttps://www.lodgecastiron.com/discover/cleaning-and-care/cast-iron/how-clean-cast-iron\\n\\nSeasoning:\\n\\nhttps://www.lodgecastiron.com/discover/cleaning-and-care/cast-iron/all-about-seasoning\\n\\nI re-season their seasoned cast iron. @Hardpan Curmudgeon SASS #8967 is right. Their seasoned stuff is done with vegetable oil or olive oil. If you want to season cast iron right, get some Crisco Shortening. Not Crisco oil, get the shortening. They sell it in small sticks that come in a plastic tub. One bar lasts a long time and you can store it in a cupboard.\\n\\nFor cleaning I use stiff nylon brushes, stiff plastic scraper found in the cookery section of Walmart or a department store. I use paper towels for a lot of my cleaning. You can use rough cloth like burlap, clean burlap.\\n\\nLodge sells a pad of stainless chain-mail for clean really hard cooked on stuff. I have tried that yet.\\n\\nIf you soak your pan in soapy water for a few minutes that is okay for heavy grease and cooked on remnants, but only for a short time.\\n\\nIf you screw up the seasoned coating it’s a simple fix. Re-season it.\\n\\nHope this helps.\\n\\nEyesa Horg\\n\\nPretty neat video, thanks.\\n\\nMuleshoe Bill SASS #67022\\n\\nThere is a chain mail scrubber you can find on Amazon and other places (maybe MidwayUSA) which you can use to scrub any burned on stuff from cast iron. Using a copper scrubber is not recommended because copper bits can get into the pores and is nasty to the taste and probably not healthy either.\\n\\nI prefer Grandma's hand me downs. If she owned them they are not Chinese and they are smooth from years of use. While a Lodge may be great quality they are 'new rough'.\\n\\nI don't soap mine and if I do I re-oil them. Hot water, scrub what little stuck if any, wipe dry with paper towel. May not be pretty but they cook better than most anything else, are better for you than any coated pan, and I cook better on them than my expensive stainless. Lots of sticking problems with SS or CI is due to not having the pan hot before putting the stuff in.\\n\\n7 minutes ago, Muleshoe Bill SASS #67022 said:\\n\\nThere is a chain mail scrubber you can find on Amazon and other places (maybe MidwayUSA) which you can use to scrub any burned on stuff from cast iron. Using a copper scrubber is not recommended because copper bits can get into the pores and is nasty to the taste and probably not healthy either.\\n\\nThanks for bringing that up. I had forgotten about that.\\n\\nTexas Maverick\\n\\n17 minutes ago, Gungadin said:\\n\\nI prefer Grandma's hand me downs. If she owned them they are not Chinese and they are smooth from years of use. While a Lodge may be great quality they are 'new rough'.\\n\\nI don't soap mine and if I do I re-oil them. Hot water, scrub what little stuck if any, wipe dry with paper towel. May not be pretty but they cook better than most anything else, are better for you than any coated pan, and I cook better on them than my expensive stainless. Lots of sticking problems with SS or CI is due to not having the pan hot before putting the stuff in.\\n\\nI received my grandmothers via my mother and it was great. I used it a lot on my hunting and camping trips. One day I couldn't find it and found out my wife had sold it in a garage sale for $1.00. She never used it so didn't think it got used and we didn't need it. I almost had a heartattack. I have bought a few since then and they are Lodge but they don't hold a candle to that well worn used one.\\n\\nTM\\n\\nEyesa Horg\\n\\n6 minutes ago, Texas Maverick said:\\n\\nI received my grandmothers via my mother and it was great. I used it a lot on my hunting and camping trips. One day I couldn't find it and found out my wife had sold it in a garage sale for $1.00. She never used it so didn't think it got used and we didn't need it. I almost had a heartattack. I have bought a few since then and they are Lodge but they don't hold a candle to that well worn used one.\\n\\nTM\\n\\nIsn't that always the way! Nothing today is as good as the good old days.\\n\\nSubdeacon Joe\\n\\n1 hour ago, Eyesa Horg said:\\n\\nThat's been my impression too. Just wipe, stick it back on the stove top till tomorrow morning! What do you do to clean it when something burns and needs scrubbing?\\n\\nBoil some water in it and gently scrub with the mail scrubber or a spatula. Other thing is to heat it with coarse salt and use a wadded up dish towel or a bunch of paper towels to scrub it. In either case, oil it again afterwards\\n\\n1 hour ago, Eyesa Horg said:\\n\\ntired of buying expensive nice \\\"non stick\\\" pans only to have them become \\\"stick\\\" in a year or less. Payed 60 bucks for a ceramic one and it only took a couple months before you couldn't fry an egg without a spritz of PAM\\n\\nIf you're burning them out that fast you're doing something wrong. Too high a heat wit nothing in the pan, or wrong utensils, or using an abrasive scrubber when you clean it, or a combination of the above.\\n\\nI buy inexpensive ones at \\\"Chef's Store,\\\" a restaurant supply outfit that also sells to the public. 14 inch skillet for about $30. Takes me 4 or 5 years to burn them out. I don't really pamper them, but I pretty much follow what I wrote above.\\n\\nDesert Pete SASS #42168\\n\\nThe earlier (pre-1950s +/-) cast iron skillets have a machined inside bottom. They are smooth and properly seasoned they are better than the nonstick pans being sold today. Finding one means haunting garage sales and antique stores. Lodge is OK, my wife has several but I prefer her older Wagners or a modern, high end, Finex.\\n\\nI bet I have Wagners, I've heard mom talk about Wagners and how they are marked.\\n\\nRip Snorter\\n\\nThe really old ones are Griswold. Wagner isn't bad, neither is Lodge. Can't recall the name just now but there is a new, ultra finished and very expensive cast iron manufacturer. They will last several lifetimes even if only reasonably well cared for. The original non stick pans and very hard to beat.\\n\\nChief Rick\\n\\nLodge is a quality maker but buying a new one will a good cleaning and seasoning. Many ways to \\\"speed up\\\" the smoothing/seasoning process. I personally like some wet/dry sandpaper on an orbital sander. Knock all the rough \\\"factory seasoning\\\" off and then bake in the oven a couple times with the cooking oil of your choice.\\n\\nHow much time do you have to watch some videos?\\n\\nCowboy Kent Rollins\\n\\nNew To Cast Iron? Start Here!\\n\\nCast Iron Care Tips - Cleaning, Seasoning and More\\n\\nIf you'd rather buy a high-quality already seasoned cast iron product, check out these videos for comparisons.\\n\\nWhat is the Best Cast Iron - Our Cast Iron Reviews\\n\\nEyesa Horg\\n\\n1 hour ago, Subdeacon Joe said:\\n\\nIf you're burning them out that fast you're doing something wrong. Too high a heat wit nothing in the pan, or wrong utensils, or using an abrasive scrubber when you clean it, or a combination of the above.\\n\\nI don't know! The T-Fal ones start to flake especially in the center. Only use plastic utensils, low to medium heat. One thing we're bad about I guess, is don't typically preheat it. The ceramic one, a Red Kettle IIRC, still looks like new after a few years, but it gradually stopped being non stick within a couple months. Bacon or sausage do ok, but eggs aren't possible without a little pam. We hand wash them as well. But I tend to just wipe em out with a paper towel and put it back on the stove for tomorrow morning.\\n\\nWarden Callaway\\n\\nSon put dibs on my skillet and steel spatula. My skillet is well\\n\\n seasoned and the spatula works very well. You can cut stuff up while in the skillet. The handle is such it will park on side of skillet.\\n\\nGet done cooking, scrape out any loose food and use paper towel to wipe clean. Leave a coat of oil. Don't try to get it \\\"clean\\\". Put lid on.\\n\\nHenry T Harrison\\n\\n4 hours ago, Eyesa Horg said:\\n\\nBeen thinking about getting a cast iron pan, not being much of cook, do any you experienced cooks recommend a particular brand or style? I prefer a 12\\\" or so. Thanks\\n\\nYou might find a twelve inch pan is very heavy and I seldom use mine\\n\\nCyrus Cassidy #45437\\n\\nThe antiques are by far the best. Wagner Ware and Griswold are the best.\\n\\nSmokin Gator SASS #29736\\n\\nIt's a lot harder to find the old Griswolds and others then it used to be. Some of the newer ones are heavier then they need to be. There are more expensive premium cast iron that is very good. The OXO brand modern non sticks are a good value.\\n\\nthis is the one thing i regret not telling my mother i wanted, she was not a good cook, but she did inherit a great set of iron wear that was high quality and well seasoned, she did treat them correctly over my lifetime but by the time i got around to telling her i wanted them when she was ready to part with them she had 'thrown them out', one of the adder days of that era\\n\\nWarden Callaway\\n\\nI don't know if it's Mary's early northern upbringing or what. But she treats cast iron with malice. She mostly wants to use a cast iron skillet when she wants to fry something up chrispy. Leaves it unattended afterwards. Then feels like she has to soak it clean. Ends up rusty and dry. I bought a skillet and lid. Forbid her to use it. Clean it after use and put lid on. Ready for next use. Caught up to her in Wally-World one day and she had a new skillet in her basket. I asked why? She wanted one of her own.\\n\\nP.S. I thend to use real lard as cooking oil. None of that fake oil.\\n\\nMy mother had a few pieces of cast iron she used often. I do not know what happened to it when she passed away. Pretty sure one of my sisters has it.\\n\\nWarden Callaway\\n\\nWhen a couple married in our neighborhood, their grandmother gave them an old used skillet. Said she said it knew how to cook. I always liked old tools (and guns) for the same reason. Seem to work better than modern replacement.\\n\\nThe pretty women of today don't like CI. As best I can tell there are a few reasons:\\n\\nHeavy\\n\\nNot pretty\\n\\nDirty (wipe one with a white rag and the magic shows)\\n\\nMarketing\\n\\nI could say results don't matter but I expect a lot would switch if they actually knew.\\n\\nThe big one makes nice cornbread:-)\\n\\nhttps://www.castironcollector.com/unmarked.php\\n\\nRip Snorter\\n\\nYour best bet is junk / antique shops, garage sales, etc. Griswold is my favorite, but I have a couple of really old unbranded ones. The old ones are really smooth both from manufacture and decades of use.\\n\\nMore than you ever wanted to know. https://www.seriouseats.com/best-cast-iron-skillet\\n\\nA friend was gifted with a Butter Pat and loves it. I have plenty of old iron so haven't bought one.\\n\\nDusty Devil Dale\\n\\n22 hours ago, Subdeacon Joe said:\\n\\nScrounge junk yards and yard sales. You might have to strip an reseason one, but it's a fairly simple, if time consuming, process.\\n\\nOther than that, I would go with Lodge.\\n\\nBe real careful in your scrounging! Many people, including me, have used cast iron cookware in the past for lead melting/casting. The hot molten lead and lead oxides penetrate pores in the cast iron. I got curious once and filled a cast iron pot used for lead melting with water for a couple days, then tested the water for lead. The lead content was very high. So I torch cut the bottom out of the twp pots I had used with lead to prevent them someday being used again for food preparation..\\n\\nDuring the Gold Rush, cast iron was also used for Mercury handling. So as above, be careful.\\n\\nDusty Devil Dale\\n\\nThere are a lot of good recipes books out there. Very little beats a cast iron cooked outdoor meal. I have about ten of different sizes that cook everything from sourdough bread to rib roast, to chile, to pineapple upside-down cakes. Great eating and a lot of it!\\n\\nBoy Scouts do a lot of cast iron cookery and there are a number of their very good cookbooks available online. Take a look at Troop 204 Cookbook.\\n\\nWarden Callaway\\n\\n1 hour ago, Dusty Devil Dale said:\\n\\nBe real careful in your scrounging! Many people, including me, have used cast iron cookware in the past for lead melting/casting. The hot molten lead and lead oxides penetrate pores in the cast iron. I got curious once and filled a cast iron pot used for lead melting with water for a couple days, then tested the water for lead. The lead content was very high. So I torch cut the bottom out of the twp pots I had used with lead to prevent them someday being used again for food preparation..\\n\\nDuring the Gold Rush, cast iron was also used for Mercury handling. So as above, be careful.\\n\\nDusty Devil Dale\\n\\nMud Marine,SASS#54686 Life\\n\\nWe have a seven generation Idaho ranch\\n\\n We do a.lot of horse packing for elk\\n\\nI have cooked in cast iron since.childhood\\n\\n I also compete in Dutch oven contests.\\n\\nI enjoy Wagner and Griswold but\\n\\nmostly use Lodge. Lodge has outstanding service, multiples of parts. Lids and stuff\\n\\nI.use hot water, scrubbies and Crisco\\n\\nDusty Devil Dale\\n\\nI didn't use several of my stacking pots for some time, and rust got into them, stored in the garage. In one big 18\\\" pot, it had corroded pretty deeply. My wife suggested scrubbing it out with a coarse grade copper scrub pad. Wow! It came right back to a shiny iron surface very quickly with only water as cleaning agent. I re-seasoned by rubbing the inside down with cheap olive oil, then baking it to recreate the patina. Then I boiled water for a few minutes to pull off excess oil. That was all I had to do to get back to cooking.\\n\\n I've been trying to get up some interest in a Dutch oven pot-luck at our club. Seems like it would be fun.\", \"url\": \"https://forums.sassnet.com/index.php?/topic/356004-cast-iron-frying-panskillet/\", \"with\": [\"Lodge seems universally available. Don't know if they are the best.\", \"I don't soap mine and if I do I re-oil them. Hot water, scrub what little stuck\", \"Been thinking about getting a cast iron pan, not being much of cook, do any you \", \"I've been trying to get up some interest in a Dutch oven pot-luck at our club. \"], \"without\": [\"All Activity\", \"SASS Forums\", \"SASS Wire Saloon\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5073", "input": "https://forums.sailinganarchy.com/threads/cooking-with-cast-iron.239441/page-3", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5073\", \"ground_truth_path\": \"source/test/ground-truth/5073.json\", \"ground_truth_sha256\": \"5b08eb5f95d9e8020a0a8d42fb818ba56ada7f89a45fbdabcb0c38cc30963ea6\", \"html_path\": \"source/test/html/5073.html.gz\", \"html_sha256\": \"496ee59400abd2eb32539e8015fb481543c3691225243e0c1a7c5787a72cba1d\", \"page_type\": \"forum\", \"reference\": \"Bacon upside down jalapeno cornbread..... the lazy way is to use Famous Daves cornbread mix\\n\\n“It’s a bit nutty”\\n\\nI inherited cast iron cookware from two grandmothers and my Mom and was well indoctrinated to the seasoning process. However they are pretty hard to really screw up and I use the sanding and resurfacing technique mentioned above but without the fried rice thing. That makes sense though.\\n\\nMy GF also has a pretty good cast iron collection from her family but she never got the 'no soap' indoctrination. I have gotten pissed to catch her letting one of 'my' perfectly seasoned skillets sit in the sink with a big squirt of Dawn overnight. We once got into a big fight when she claimed that the soaking skillet was her Mothers and not one of mine. I can tell one of mine just by looking at the patina of the metal and I threatened to get all of mine engraved with my initials. It all got pretty stupid and I finally grabbed the violated skillet out of the sink and stepped to the kitchen door and flung it as far as I could into the white salt enriched beach sand telling her that the salty sand was better for the cooking surface than the soap. I left it out in the rain and salt air of our bayou for a couple of weeks before going through the seasoning process.\\n\\nI also have an Australian 'Jaffle Maker' in cast iron which I have never used enough to get a really good seasoning on. Often known as a 'pie iron' they were a favorite among the surfer culture as you and you buddies could by a loaf of Wonder Bread and a can of Pork and Beans and make bean and bacon turnovers over a beach fire. Cheap meal for sure.\\n\\nOne thing I'm really fond of is the ability to get the cast iron ripping hot for a sear and then in the same pan it goes into the oven or onto the grill to cook whatever.\\n\\nMemories of my Mom baking pineapple upside down cake in the cast iron skillet. Nothing like it…those southern women know how to cook.\\n\\nSWMBO has collected several hundred pounds of old Griswald, Wagner and a little Lodge.\\n\\nThe fish one appears to be unused with the original tag from Lodge. We were in a 2nd hand shop, I asked do you want it? She says I don't know. Me, have you ever seen one before? No. It's goin' home for $5.00.\\n\\nWe've got a couple of snowmen, makes great vanilla fudge.\\n\\nVery cool!! Is it for cooking fish, or making fish shaped brownies or fudge?\\n\\nStill in business, never heard of Lodge!!\\n\\nLodge Cast Iron | USA Made Cookware, Bakeware, Pans & More\\n\\nShop the original home of American cast iron. Create kitchen memories with Lodge Cast Iron skillets, dutch ovens, carbon steel, pans, bakeware & more.\\n\\nwww.lodgecastiron.com\\n\\nThat is what I did with some chiken breast last night.... Some dam fine yardbird.\\n\\nI am totally stealing these stories and claiming them as my own. Unless we end up at the same dinner party, then by all means, I defer to greatness.\\n\\nFrom our grand parents and folks we established a base for cast iron collection back in '76. We or rather my wife Linda, from yard sales, collects all types of cast iron from frying pans to wide skillets to dutch oven to pots - to baking pans. I cook exclusively on or in cast. Looks like most all dos and don'ts have been listed above. Cowboy Kent Rollins mentioned a few times above, is well worth watching - as well as entertaining. Cast iron care video by Kent below.\\n\\nCast Iron Care videos by Cowboy Kent Rollins\\n\\nFood Wishes' John Armand Mitzewich, more commonly known as \\\"Chef John\\\", is an American chef who puts together very tasty easy to make recipes. Since retiring we eat beef a couple times a month at the most. When we eat beef, we prefer something from the rib - rib steak, boneless rib steak or prime rib. Once in a great while we'll use another cut of beef for making a stew or one of the Chili recipes I use, or choose beef brisket or corned beef for our Saint Patrick's dinner of corned beef and cabbage, or making Reuben sandwiches.\\n\\nWe have way to much beef in the freezer, since my son, who processes through beef he's raised, and brings over boxs of beef directly from his butcher. My wife put's anything rib aside, pulls out a few specialty cuts, and gives the rest to the neighbors. She pulled out a Tri-tip, and asked which way we should cook it. Chef John has a very easy Tri-tip recipe, that'll treat most beef lovers palate.\\n\\nTri-tip is very versatile and flavorful, goes well in the grill, in the oven, or even in a pressure pot.\\n\\nOnce I chose Chef John's recipe, Linda went to the garden and cut some fresh rosemary, while I made the rub, did the prep, placed it in a oval cast iron roasting pan, one can use a rectangular cast iron or metal roasting pan - cook's choice. Let it set for a while after rubbing in the rub, then put it in the oven, on 225° F for an hour and a half, and let rest covered for 20 minutes. This recipe is mouth-watering tasty.\\n\\nChef John should be a national celebrity (if he wants to be). His recipes are always the best, many of which can be cooked in cast iron or not....\\n\\nIngredients For the Rub:\\n\\n2 tablespoons kosher salt\\n\\n1 tablespoon freshly ground black pepper\\n\\n1 tablespoon smoked paprika\\n\\n1 teaspoon garlic powder\\n\\n¼ teaspoon cayenne pepper\\n\\n1 teaspoon dried rosemary\\n\\n1 tablespoon chopped fresh rosemary leaves\\n\\n1 (2 1/2 pound) beef tri-tip roast\\n\\nDirections\\n\\nStep 1\\n\\nPreheat the oven to 225 degrees F (110 degrees C).\\n\\nStep 2\\n\\nMix salt, pepper, paprika, garlic powder, cayenne, dried rosemary, and fresh rosemary together in a small bowl.\\n\\nStep 3\\n\\nPlace tri-tip in a baking pan. Season generously with the spice rub until both sides are completely covered.\\n\\nStep 4\\n\\nBake in the preheated oven until an instant-read thermometer inserted into the thickest part reads 130 degrees F (54 degrees C) for medium-rare, or until desired doneness, 1 1/2 to 2 hours. Flip meat over halfway.\\n\\nStep 5\\n\\nCover pan with aluminum foil and let meat rest for 20 minutes. Remove tri-tip to a cutting board and cut into 2 pieces along where the grain changes direction. Slice meat across the grain and transfer to serving plates.\\n\\nStep 6\\n\\nMix beef broth in with the pan drippings and drizzle over the slices\\n\\nYou Sir, win the internet today!\\n\\nGot my Mom's old cornbread cast pan. Definitely the best. Daily frying pan is a Lodge, well seasoned by cooking lots of bacon. My wife thinks I am nuts, as she likes her Teflon non sticks\\n\\nHese gotte my votte.......\\n\\nOther then post my Black Bean recipe and maybe one or two of my chili recipes and a salsa recipe - I've never to my knowledge posted pictures of food that I cooked - or any food for that manner.\\n\\nThose whom know me, know I like a Reuben, made with Corned Beef or Smoked Beef Brisket. The very best Reuben is made with Corned Beef and Pastrami. Both meats come from the same cut of beef (brisket) and are brined for up to a week, but afterwards corned beef is boiled while pastrami is seasoned with a dry spice mix and smoked. In a pinch with no Corned Beef on hand, Pastrami can be used as the only meat. If you want to get technical, a Reuben sandwich made with pastrami is called a “Rachel”. A classic Reuben is always made with corned beef!\\n\\nHowever, I prefer to make a Reuben with both Corned Beef and Pastrami, Swiss Cheese, Sauerkraut, on Dill Rye or Russian Rye in a pinch. Russian dressing is preferred with one side also having a spread of regular mustard and the other a spread of horseradish over the Russian Dressing, with each side getting a couple slices of Swiss Cheese. Then a couple tablespoons of Sauerkraut on one side and some healthy slices of Corned Beef and slices of Pastrami on the other side - or you can build the whole sandwich on one side. Then put both sides together and grill till brown and crispy, on a cast iron skillet, though you can grill on a steel skillet.\\n\\nDespite Russian dressing and Thousand Island dressing being quite similar, a classic Reuben is traditionally made with Russian dressing.\\n\\nBoth sauces begin with a base of mayo and ketchup, which result in a pink color. But the main difference lays on the fact that Thousand Island is sweeter and studded with pickle relish, while Russian dressing is a bit spicier, with a little heat from horseradish and hot sauce.\\n\\nAnd while you can certainly find both of those dressings at your local grocery store, making them at home is very easy!\\n\\nA Russian dressing recipe consists of mixing mayonnaise, ketchup (or ketchup-style chili sauce), horseradish, hot sauce, Worcestershire sauce, sweetpaprika, a tablespoon of chopped or grated onion ( I prefer shallot) and salt.\\n\\nNow, if you’re a Thousand Island guy (or gal) and already have that in your fridge, by all means, use that! You can even add a few dashes of hot sauce to make it spicier and closer to Russian dressing.\\n\\nThe very best Reuban made around this side of the water is at the Blue Moose Cafe in Port Townsend, across the street from the Port Townsend Shipwrights Co-op. They have their Beef Brisket smoked locally in Port Townsend and make their own special bread for the Ruben.\\n\\nNow for my second favorite sandwich, a Cubano, watch this video by Chef John, because it shows the proper way to make a Cubano, though I add 2-3 times as much Cayenne when I make my sauce.\\n\\nThe Cuban Sandwich\\n\\nGrilled some burgers for dinner, now I am hungry again... for a Reuben. Damn you\\n\\nYup! I also add a bit of pepper with the salt and double dash of EVOO in the pan first. Steaks have been on sale lately at the market, a third off for CAB. I grab one for the freezer every so often.\\n\\nDamn man, don't you know that the fish cast iron utensil is for baking Hush Puppies for serving with fried catch of the day?\\n\\nSmash burgers require a cast iron surface. I use a cast pizza \\\"stone.\\\"\\n\\nRocking hot cast iron. Toss 4 1/6 lb (75g) seasoned meatballs on it. Smash em really flat. Flip once after 30 sec or so. Toss a slice of cheap-ass American cheese on two of em. Stack with the cheese between the patties, serve on grilled brioche buns. Insane good.\\n\\n^^^ that muste of beene a bearre to ciurre... ^^^\", \"url\": \"https://forums.sailinganarchy.com/threads/cooking-with-cast-iron.239441/page-3\", \"with\": [\"I inherited cast iron cookware from two grandmothers and my Mom and was well ind\", \"From our grand parents and folks we established a base for cast iron collection \", \"Other then post my Black Bean recipe and maybe one or two of my chili recipes an\", \"Rocking hot cast iron. Toss 4 1/6 lb (75g) seasoned meatballs on it. Smash em re\"], \"without\": [\"Community platform by XenForo\", \"Help\", \"Contact us\", \"RSS\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5080", "input": "https://permies.com/t/154/cast-iron-skillet-ain-hard", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5080\", \"ground_truth_path\": \"source/test/ground-truth/5080.json\", \"ground_truth_sha256\": \"536de53282f0f5011dc602978b77c6b4c53f1e51390397c8667bc7f00e4b33b5\", \"html_path\": \"source/test/html/5080.html.gz\", \"html_sha256\": \"2f3b55ed44804a7b531e087728a67d1764781c31f29066a4f1a4dcb86ec42bcc\", \"page_type\": \"forum\", \"reference\": \"This article has been rolling around inside of me for a very long time. I keep feeling like I need more info before putting it up, but now I think I should go ahead, put up what I have so far, and I'll add more info as I have it.\\n\\nThis thread is for discussion of the article!\\n\\nIt can be found at http://www.richsoil.com/castiron/\\n\\nThanks!\\n\\nWhat is proper storage? I figure that you don't want to hang it anywhere so the thin layer of oil is even. Cast iron is also dense so it keeps it's heat for a long time. Should you have anything special under it when you put it away to prevent burning the surface?\\n\\nI don't put it away until it is cooled. If I put it away at all.\\n\\nWe have a cast iron skillet as well as a two burner griddle. We keep the drawer under the over reserved for both. We used to keep them in the oven. I've been thinking of throwing away all of the coated pans we have because I've heard that even if the coating doesn't flake off into your food it can outgas when using too high a temperature.\\n\\nI've heard those \\\"non-stick\\\" pans offgas a lot! Even when the temp isn't all that high. I think the important thing to note is that within a few weeks of use they are discolored and might already have scratches or bits coming off. And where do the bits go?\\n\\npaul wheaton wrote:\\nAnd where do the bits go?\\n\\nThey are \\\"extra\\\" pepper in your scrambled eggs, lol. (And if you heat an empty nonstick skillet too much, you can kill your parakeet. Really-- the fumes that can give humans flulike symptoms will kill small birds. ooky stuff.)\\n\\nI have an old Wagner Ware cast iron skillet, and I wipe it out and re oil it after every use. Then I let it sit on the stove. I live in an old house, and it adds to the charm of the place, I think. Not to mention it is easier to cook when you're not digging a 4-lb pan out of the copboard for every meal.\\n\\nI popped on to thank you for writing your piece on cast iron. I enjoyed it.\\n\\nYou gotta be kidding ! I had no idea that non stick pans were that bad. I guess I will stop using mine. Thanks for the info. Yet another reason I love this website !\\n\\nHaving read your article, I would offer a few observations:\\n\\n~ I have a problem with your use of the term oil/grease throughout the article. Our grandparents used lard, bacon grease, cooking oil, and butter. Today we might use butter for frying eggs and canola/safflower/sunflower/olive oil in place of the lard and bacon grease.\\n\\n~ a quality cast iron pan can be heated quite hot on a stove top with no problem - i.e. Cajun blackened fish or pan seared steaks can be cooked at high temperatures in cast iron\\n\\n~ the best way to season a new cast iron pan is not to cook cornbread, but to fry French Fried potatoes in as much oil as the pan can safely hold; by heating the oil to the proper temperature for making fries, you will start the process of sealing the pores in the untreated, raw iron pan\\n\\n~ another way to clean cast iron after use is to sprinkle some coarse salt in the pan and scrub with dish cloth or brush; the abrasive action of the salt will help to loosen any remaining food particles\\n\\n~ it is possible to take an old cruddy cast iron pan (that bargain you found at a flea market!) and remove the old seasoning that might be rough and flaking: spray the pan well with oven cleaner - do this outside as the fumes can be harmful!; put the sprayed pan in a plastic garbage bag, close and tie the top of the bag and let it sit overnight outside; the next day or the day after that, scrub the pan well and see if more of the same treatment is needed; repeat this process until you have reached the bare (grayish) iron. Wash well with soap and water, scrubbing hard. Dry completely, then start the seasoning process: rub the entire pan inside and out with shortening, such as Crisco brand. Line a baking sheet with foil, lay pan on bottom up, bake in a slow oven (250 to 300 degrees) for several hours, let cool. Repeat the seasoning process several more times until the pores are sealed and the seasoned pan has a nice, smooth, black, glossy look to it. I reconditioned my grandmother's skillet and it is ready for the next 50 years. It was hard work and took several days, but it was worth it!\\n\\nTeresa,\\n\\nI debated with myself an awful lot about the \\\"oil/grease\\\" thing. I even changed it throughout the document a few times, but never could settle on anything I was completely comfortable with. What do you suggest?\\n\\nIt is true that cast iron can be heated to a very high temp. And, it is also true that you can get it too hot at a higher temp.\\n\\nAha! A \\\"best way to season\\\" standoff!!! Well! My first response is \\\"oh yeah!!!\\\" My response to your french fry technique has to do with how I think the whole seasoning thing works. I could be completely wrong about this, but I think that the seasoning is cumulative. Many very thin layers. And that the layers are made from an oil/grease/whatever that starts thin and gets baked hard. So the deep fat fry technique would not work with this scenario. Your other technique (with the upside down pan) works excellently.\\n\\nI've heard about the salt abrasion technique. But I worry that it will also scratch off seasoning more than the techniques that I listed. How do you feel about the salt taking the seasoning?\\n\\nI would prefer to avoid the use of oven cleaner if at all possible.\\n\\nPaul,\\n\\nThe term \\\"grease\\\" brings to mind axle grease/grease monkey - lol! Perhaps the use of oil/fat might be another term to use in the discussion of cast iron cooking? Fat can be bacon grease, beef suet, lard, or butter.\\n\\nAny cooking pan/pot can get too hot if you set the temp at high and go off and forget it. The point I wanted to make was that for some uses, such as Cajun blackened recipes, a cast iron pan is the best pan to use when cooking at high temperatures.\\n\\nI agree with you that thin layers of accumulated seasoning is what is desired for sealing up the pores of raw cast iron. That process can be *started* by frying potatoes or fish in deep fat and then continued over time through use and seasoning by the method I listed in my first post.\\n\\nThe use of salt in cleaning could not remove the seasoning unless you scrubbed the pan for hours or days at a time, I would think. A main point in cleaning cast iron is to quickly clean the pan by whatever means you are using. A small amount of mild kitchen soap, hot water, and a dish scrubbing brush are what I use after first wiping out the pan with paper towels - or sometimes just hot water and the brush. The point being not to let water/soap stand in the pan for any longer than necessary. I always end the cleaning by heating my pans on a low burner to completely dry them or put them in the still warm oven if I had it on, then wiping down the pan with a little oil on a paper towel.\\n\\nBelieve me, I wanted to avoid the use of oven cleaner when cleaning up my grandmother's skillet - and I tried other things, ammonia for one, chipping away with a putty knife and screw driver for another - but in the end the oven cleaner cut through the rough, aged coating down to the bare metal. I was able to remove all the old chipped seasoning with this method.\\n\\nAt present I have 3 cast iron skillets, 1 round griddle, round grill pan, 1 corn stick pan and 1 heart-shaped muffin/shortbread pan - and years of experience cooking outdoors on family and Girl Scout camping trips. IMHO cast iron is the cookware of choice!\\n\\nIf one had a cast iron skillet with gunk on it that the chisel couldn't get out, I wonder if a person could use a self cleaning oven? Just put it in there during the cleaning? That seems far less toxic.\\n\\nAnybody ever tried this?\\n\\nI switched from aluminum to cast iron a couple of years ago. I have a variety of skillet sizes and a small griddle. I purchased the griddle and a small skillet new & both had the pitting that you described.\\n\\nI'm happy to say that much use & a little time and the pitting is gone from both pans.\\n\\nThanks for the email! I love reading your articles. Keep up the good work.\\n\\nNancy\\n\\nI have heard of people putting their cast iron pans in their self-cleaning oven to remove the old seasoning. Since I do not have a self-cleaning oven, this option was not available to me. An outside grill with a lid that can obtain very high heat might also work.\\n\\nPerhaps you have heard of putting cast iron pans into a roaring fire and letting the seasoning burn off that way. It may work.......then again......it may crack your treasured cast iron pan. I won't be pulling that stunt.\\n\\nTeresa\\n\\nCan you season cast iron with coconut oil? I read one site that said not to because it will ruin the finish but other sites say it's ok!\\n\\nI don't know about coconut oil. I've never used it.\\n\\nDid those people say why they thought coconut oil would ruin it?\\n\\nI can't remember the site it was but it just said an \\\"ingrediant\\\" in coconut oil would ruin the finish.\\n\\nI have several old cast iron pieces that I love to use. I store my cast iron inside the oven or in the drawer under the oven. I usually rinse & wipe my cast iron after use, sometimes as mentioned before in the forum, I may boil water to clean off any stuck on material. Sometimes wiping it lightly with shortening after boiling. I preheat the oven on a low temperature before placing my cast iron in after I wash it to make sure that it gets thoroughly dry.\\n\\nI have purchased pieces at yard sales., etc that were in very bad shape, rust, dry, etc. I have thoroughly scrubbed these pieces using ( I know) dawn dishwashing detergent to clean them. heating and wiping with bacon fat or vegetable shortening, then reheating. You may have to use steel wool to remove rust. Patience and time are the best way to deal with these pieces, they do become re-seasoned with time. I was always told growing up that under no circumstances, use detergent but be assured an occasional detergent, especially as mild as dawn, will not hurt the cast iron.\\n\\nI updated the page quite a lot. Whew!\\n\\nA rank noobie here - really enjoying your site & forum. Good, practical, advice.\\nRegarding cast iron: In the past, when encountering a well-used pan, thickly encrusted with the residue of too many past meals on the outside, I've placed it into a bed of glowing coals in a fireplace, or a large fire outside as it is dying down.\\nLeaving the pan in the ashes 'til they've cooled down, it has to be washed, and then reseasoned just as a brand new pan would be. This needs to be done right away, as the super dry cast iron will develop a patina of rust quickly if not oiled. If the pan has had a lot of use in the past, it won't take as long to have it back in good working order as with a new pan.\\n\\nThis is actually a question for somebody that has not posted here (yet): Dan posted so much excellent info at gardenweb I'm now thinking that my page needs a complete overhaul. But the forum software over there is tripping me up a lot. Today I tried to ask another question and the forum told me I posted too much and banned me from the thread until others post more. Plus it seems to have lost some of my posts.\\n\\nDan,\\n\\nWhat do you think about baking cornbread as a way to season a skillet? Based on some of what you have said and some of my own thinking on this matter, it seems that the oil in the pan would be too thick in some places and too thin in others. It seems it wouldn't work. Plus, I suspect that the oil would not get hot enough. Your thoughts?\\n\\nTo season a skillet for corn bread should not be a problem at all. If the pan is new or reconditioned, I do a pre heat with crisco {the only thing I use crisco for} Then wipe out with a paper towel. Place pan back in hot oven and heat to desired temp add leaf lard or bacon grease to hot pan pour in the batter and bake. This will season up nicely in time. After turning out the corn bread just wipe out with paper towel and repeat the above. Jim\\n\\nI have gobs of new info I need to work into that page. Maybe today.\\n\\nPersonally, I avoid crisco. I read something somewhere about how it is super scary stuff. I have found something similar that is organic that I use sometimes.\\n\\nI agree, that Crisco is indeed scarry stuff. Smart Balance has an alternitive product thats very good, but rather expensive.\\nMy prefered lipid of cooking oil is pure leaf lard.\\nI know most people are terrified of useing lard but it is actually healthier than any hydogenated oils. Also try to stay away from commercial lard, another questionable product. You can obtain good lard in a Spanish type market or make your own, thats what I do.\\nLard is an exelent choice in seasoning cast iron. It has a fairly high smoke point and imparts flavor to the pans.\\nJim\\n\\nPaul,\\n\\nSorry I took so long to get to posting here........\\n\\nFYI, to get around the issue you had when trying to post back to back posts on Garden Web's forum you just need to make a minor change in the subject field. If you change just one letter in the subject field, it will allow you to post many consecutive posts in a row.\\n\\nRegarding your question on corn bread cooking to build patina: anytime one cooks anything where oil is in contact with the iron at a high temperature you will build patina. However, if your is goal to build up a good patina quickly, it is much better to season without any ingredients other than the seasoning oil in the pan. Multiple bakings of thin coats of seasoning oil heated to its smoke point is the fastest way to achieve a durable non-stick patina.\\n\\nThe trans fats in Crisco are the results of hydrotreating of vegetable oil. Trans fats are bad for human consumption. However, its this same hydrotreating that converts some of the unsaturated fats into saturates that make Crisco a good choice for seasoning cast iron. IMO \\\"THE\\\" preferred oil (really fat) of choice for seasoning cast iron is purchased (meaning hydrotreated) lard. Worldwide more cast iron is seasoned by lard than any other oil/fat.........and for good reason.....it has a low smoke point and a good carbon residue laydown at its smoke point.\\n\\nDan\\n\\nDan,\\n\\nI read all of your stuff out at gardenweb, and now here. And, as with so many fascinating topics, just when you think you have the last bit of information, ten more unknowns pop up!\\n\\nYou mentioned that polymerization happens at different speeds on different materials: polymerization on cast iron is slower than on stainless steel. If one is attempting to add a layer of \\\"seasoning\\\" to an already seasoned pan, I would guess that this would be an attempt to polymerize a layer of oil on top of a layer of carbon?\\n\\nForgive me as I struggle to get all of this information to fit in my head ..... it sounds like the smoke point is key to laying down a carbon layer and laying down a polymerized oil layer .... I think what you are saying is that the recipe for each is the same, but with the polymerized oil, there is more time (higher temp?). So whenever you get oil to a smoke point, you get some carbon layer, and if you push the heat a little higher and for a few hours, you get the polymerized oil layer - is that correct?\\n\\nWhat would be a recipe for a griswold #10 skillet for a polymerized oil layer using lard?\\n\\nI bought a griswold #9 griddle that was brand new. Raw cast iron. I never did the oven thing. My thinking (probably errant) was that just cooking with it seasons it plenty. But now I'm thinking that I've just built up a pretty good carbon layer: pretty tough and slick, but not as tough and slick as carbon on top of polymerized oil. True?\\n\\nOn the topic of the soap .... I think I'm just echoing what you said to make sure I have it right .... it sounds like there are several issues here. 1) soap does get water and oil to mix (or, perhaps more accurately, to get them to not repel each other any more) - so then oils can be rinsed away. 2) the polymerized oil layer and the carbon layer on the pan will not repel water as much when soap is around - but these are solids that are bonded to the pan - they will not rinse away - even a little. 3) the worries about soap and cast iron have a history of attempts to make soap (using lye) in seasoned cast iron and the lye removing the seasoning. 4) Detrgent reduces the surface tension of water so that water can then rinse away liquid oils. But again, no effect on the carbon layer or the polymerized oil layer on the pan. ---- does this sound accurate?\\n\\nOn lard: so folks that make their own lard at home (because they raise pigs) - their lard won't be as good as store bought lard for seasoning cast iron?\\n\\nDan,\\n\\nI took my favorite skillet, cleaned it pretty good, put a layer of organic shortening on and baked it upside down at 500 degrees for two hours.\\n\\nThe surface ended up with a layer of polymerized oil in the center, but it got kinda mottled on the edges - kinda spider-web-ish looking. What's up with that?\\n\\nPaul, you will need to continue putting a thin layer of shortening and baking........repeat this several times and the seasoning layer will fill in with a good carbon layer. Just keep in mind that seasoning is not a one step process. Fry some potatoes or fish in between....this will add more of a polymerized layer.....reuse the oil.....keep it in the pan between fryings if possible.\\n\\nThe quickest way of all to get a new skillet to a perfect non-stick patina is to make Cajun roux in it.......do that several times too. FYI, a Cajun roux is made with equal parts by volume of all purpose flour and oil. To make a Cajun roux in your skillet.........heat 3/4 cup of oil in your skillet......after the oil gets hot, sprinkle in the flour and stir with a wooden spoon continuously such that the flour browns but does not burn. Keep scraping all areas on skillet continuously until the flour turns to a dark brown color. After it turns dark brown put the skillet aside to let it cool off. Add warm water to cool roux to remove it if you do not plan to use it in a cooking dish.\\n\\nThis roux making procedure occurs near the smoke point of the oil and occurs in a carbon rich environment. The polymers produced when making roux will quickly combine to form a good patina.\\n\\nHow you clean your pan is important too. Make sure that after you clean your pan that you dry your pan on the stove burner.......DO NOT SKIP THIS IMPORTANT STEP. I went into details as to why this is so important on the Garden Web forum site. After heating your pan to remove all traces of water...spray it with Pam WHILE IT IS STILL HOT (helps add a polymer layer) and wipe off excess with a paper towel. Pam doesn't turn rancid too quickly.........so you're OK if you will use the pan within a month or two and don't leave a thick layer of PAM in the pan. If the pan won't be used for a longer time, I would coat it Crisco or lard.\\n\\nIn answer to some of your earlier questions:\\n\\nThe key to understanding seasoning is to understand how the type of oil/fat and temperature affects the final result. What you cook and how you cook it in your pans also affects the type patina that develops. At low temperatures sticky polymers are produced, at higher temperatures dry polymers are produced, at temperatures near the smoke point of the oil/fat carbon black is formed and gets into the patina matrix. The smoke point varies by oil/fat type and its age. The amount of carbon black that forms at the smoke point is a function of the conradson carbon content of the oil/fat used for seasoning......oils and fats have different carbon residues. Do not worry about this too much. Both lard and Crisco work great.\\n\\nYou are correct in your understanding of what I have written on the soap topic. Bottom line is ........soaps and/or detergents will not remove the seasoning from a PROPERLY CLEANED AND SEASONED cast iron pan. And that my friend is based on science and not folklore.\\n\\nStore bought lard is hydrogenated (hydrotreated) which converts some of the unsaturates into saturates......this has the effect of making the product stable and much less likely to oxidize (turn rancid) when exposed to air. If you coat your pans with lard prior to storage.......store bought lard is less likely to turn rancid. FYI, I cook in 30 gallon cast iron cauldrons so this issue is very important to me. I coat these large vessels with store bought lard after cleaning....it doesn't turn rancid or get sticky after months of storage. Crisco is good too. It is a hydrogenated vegetable oil that has a stable shelf life at room temperature for two years. The hydrogenation process lowers the unsaturates to the point where it won't even get sticky when applied to raw cast iron for several months. Make the mistake of putting plain vegetable oil (high in unsaturated oils) on cast iron and you will have a sticky mess that's nearly impossible to clean off.\\n\\nDan\\n\\nHas anyone heard of the Wagner and Griswold society. The members of the society are friendly and knowlegable about cast iron. Also, I would be willing to bet that they have the mindset to really enjoy this site as much as the people who are interested in cast iron would be in theirs.\\n\\nAnyway, the name of the society indicates what the main focus is with regards to cast iron, but all cast iron is discussed along with other topics that may not even be related.\\n\\nIf people are interested just google, 'WAGS, cast iron' and you should be there or if you want I can give the address later.\\n\\nChuck\\n\\nDan,\\n\\nLots and lots to talk about ....\\n\\nI have now seasoned a bunch of stuff. At one point i put an aluminum cookie sheet in the oven to catch drippings. About ten minutes into it, I noticed some brown puddles on it. Oh no! I pulled it out and put foil down instead.\\n\\nI spent 15 minutes trying to scrape off the brown puddles. I had to give up on that. I'm guessing that this is polymerized oil, right? You would call it a dry polymer?\\n\\nThese brown puddles were super smooth. And super hard. I'm guessing this is what we're going for?\\n\\nSo then I thought I would go ahead and put a polymerized coating on the whole cookie sheet. It came out all mottled/spotty. The first puddles were nice and even. I wanted the nice even layer over the whole thing but got this .... spotty stuff. What happened?\\n\\nI seasoned my favorite skillet three times. Organic shortening smeared on in a thin layer with the skillet upside down in the oven. 500 degrees for two hours each time. Each time, the seasoning was really mottled. I then used it a lot hoping for the carbon layer to build up. But it didn't really - (might be my fault - the stuff I was making sometimes stuck). In fact, the bottom started to appear gray - the color of the iron underneath. You could kinda tell where the seasoning had come off in big patches.\\n\\nSo then I tried to make sure to add a carbon layer. I put about two tablespoons of organic shortening in the pan and kept it smoking for about an hour - moving it around frequently. It turned yellow, and then brown. It started getting sticky and thick. I was moving it around with my stainless steel spatula. I kept wiping that off periodically because I was worried it might stick. After an hour I turned off the heat, waited for the smoking to stop, and wiped out the excess goo.\\n\\nWhen the pan cooled, the residue that was left behind was sticky. And you could still see where the seasoning had come off, although the surface was noticeably darker.\\n\\nLater I fried a couple of eggs in it. The surface was so slippery I was having a helluva time getting the eggs onto the spatula!\\n\\nSo this must be the \\\"sticky polymers\\\"\\n\\nIf I were to put this pan in the oven now, with the sticky polymers, would they turn into dry polymers?\\n\\nMy \\\"Organic Shortening\\\" is apparently \\\"mechanically pressed organic palm oil\\\" - how does this stuff compare to lard or other shortenings?\\n\\nHow do you feel about using bacon squeezins (collected bacon drippings) for seasoning? I've read that some folks say it is bad because it will contain a lot of salt.\\n\\nIs making the roux good because of the flour? I'm guessing that the flour adds carbon.\\n\\nCharles,\\n\\nYeah, I poked around on their site quite a lot when I was getting started with this stuff. I bet you can still find some posts from me a long time ago there.\\n\\nI remember a couple of years ago trying to go back there and something had changed .... I couldn't even read stuff. I can't remember the details - but I haven't been back since.\\n\\nGive us some links!\\n\\nDan,\\n\\nWhat about cooking bacon? Does your bacon stick? My bacon always sticks. I think it has to do with sugar being used in the curing of the bacon which candies in the heat.\\n\\nPaul\\n\\nThe WAGS site was updated and so was the seasoning information. Apparently the first trick after cleaning to bare iron is to get the piece up to 450°F and carefully bring it out. Next is to apply a thin layer of Crisco to the piece with a soft cotton rag, like an old undershirt or baby diaper when ever you can physically handle the remaining heat on the piece. The key is thin layer, so thin it feels as if there is nothing at all. Once you've removed the excess put it in the cold oven and heat to 400°F once there let it go for one hour and then turn the oven off and let it cool.\\n\\nHere is where I diverged, the process is supposed to be complete after one pass. I do it 3 times at 500°F. Most iron has turn out real well for me. Everybody has there own feelings on the subject though. However, the wiping off the excess until it \\\"felt\\\" as if nothing was on was the key. You'll know that it's still there because you'll smell it when you heat it.\\n\\nAlso, other oils can be used for seasoning, you just have to know what temp you have to use. And there is a post that includes may smoking point of oils that people have used to season.\\n\\nAs far as bacon goes, yeah the sugars used to cure are the culprit. You just have to cook low and slow. I have found that taking a batch that has just started to cook and put it into a 400°F oven makes the process much smoother. You have a lot more because the heat is more even. But, I still have to clean that residue. Some things are worth the extra effort.\\n\\nHope that's helpful.\\n\\nChuck\\n\\nChuck,\\n\\nSo you think that if you cook bacon at a lower temp, the sugars won't candy onto the skillet?\\n\\nI don't think you'll ever keep it from happening in the pan, but I have noticed that cleanup is easier at lower temperatures.\\n\\nNext queation is can you get bacon that has had no sugars used?\\n\\nThere is such bacon. It just isn't very common.\\n\\nSugar is caramelized when it reaches a temperature from 320 to 356 degrees F.\\n\\npaul wheaton wrote:\\nSo then I tried to make sure to add a carbon layer. I put about two tablespoons of organic shortening in the pan and kept it smoking for about an hour - moving it around frequently. It turned yellow, and then brown. It started getting sticky and thick. I was moving it around with my stainless steel spatula. I kept wiping that off periodically because I was worried it might stick. After an hour I turned off the heat, waited for the smoking to stop, and wiped out the excess goo.\\n\\nFrom what I've read, it seems that you should not have enough shortening in the pan to be able to push it around, but rather an extremely thin layer of shortening/oil. Maybe you're trying to get a thick layer rather than several thin layers?\\n\\nMarilyn Queiroz wrote:\\n\\nFrom what I've read, it seems that you should not have enough shortening in the pan to be able to push it around, but rather an extremely thin layer of shortening/oil. Maybe you're trying to get a thick layer rather than several thin layers?\\n\\nI was trying to build up a carbon layer instead of a polymerized layer.\\n\\nHere is an interesting link. The best part is written by \\\"Jimmy Buffet\\\". Lots of information on different kinds of polymerization ...\\n\\nhttp://www.chowhound.com/topics/282431#1505197\\n\\nWhat causes pitting in cast iron? Is there a way to remove or smooth out the pitting?\\n\\nJulie L.\", \"url\": \"https://permies.com/t/154/cast-iron-skillet-ain-hard\", \"with\": [\"This thread is for discussion of the article!\", \"I don't know about coconut oil. I've never used it.\", \"You are correct in your understanding of what I have written on the soap topic.\", \"What causes pitting in cast iron?\"], \"without\": [\"Number of slices to send\", \"author and steward\", \"Posts: 59713\", \"Powered by JForum\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5083", "input": "https://hikemuch.com/best-backpacking-forums/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5083\", \"ground_truth_path\": \"source/test/ground-truth/5083.json\", \"ground_truth_sha256\": \"822d5e6646ea2eb9f8d21c4029c4aa1cf3dafadab90ff647f6c1cc37aa54b080\", \"html_path\": \"source/test/html/5083.html.gz\", \"html_sha256\": \"4d2fccc6375f11befd96451b2709aca568855d9c356cd9490373410ab16f7135\", \"page_type\": \"article\", \"reference\": \"Finding an active hiking/backpacking community is invaluable, regardless of whether it’s on Reddit, Facebook, or a dedicated forum. Not only will you find a new, fun way to spend your free time, but also get some useful tips along the way and become a smarter hiker.\\n\\nIn this article, I list my 7 favorite backpacking forums ( backpacking, as in hiking in the wilderness, not traveling ), ordered from best to worst. Each one is slightly different – some are better for beginners, and others for more experienced hikers, some talk about ultralight gear, and others about survival. That said, you’ll probably find something that’s good for you.\\n\\n1. r/Ultralight\\n\\nCommunity: 442 000 users\\n\\nPosts per week: 28\\n\\nPersonally, the subreddit r/Ultralight is my favorite hiking community, which I check daily for new posts. It’s a very active community and has a few new posts every day with an average of 30 comments on each post.\\n\\nThe general idea behind it is to discuss various topics around ultralight hiking. If you didn’t know, “ Ultralight ” just means extremely lightweight gear, with a base weight of under 10 lbs. Even if you don’t consider yourself an ultralight hiker, it’s still a very rewarding community to be contributing to. I’ve learned so many tips and hacks over there on making my backpack lighter, which are beneficial to anyone who goes outdoors, not just ultralight hikers.\\n\\nMost discussions around there revolve around the following topics: ultralight gear lists, thru-hiking, ultralight and lightweight gear, pack weight-saving tips, “leave no trace” principles and all kinds of other topics around hiking and backpacking in general.\\n\\nAt times, the community there can be a bit narrow-minded. For instance, a lot of people there will recommend complete beginners to spend tons of money on gear that weighs only a few grams less, which is a bit annoying. But if you’re willing to deal with that, you can find a lot of hidden gems in there, that are relevant for anyone interested in the outdoors.\\n\\nInstead of posting pictures and videos, almost all of the content there is in the form of discussions. Also, no self-promotion is allowed, which is actually one of the main reasons why I like this subreddit more than others.\\n\\n2. Backpacking Light Forums\\n\\nCommunity: 20 000 active users\\n\\nThreads: 77 000 threads (not counting gear trade threads)\\n\\nOutside of Reddit, I consider the best hiking and backpacking forum to be the Backpacking Light forums. The only downside to it is that it’s a paid forum but it costs only 7$ per year. The good news is that you can read the whole forums without paying a dime. You only need to pay if you want to comment or make a new thread yourself.\\n\\nEven though it’s a very old forum and has seen a bit better days, it still has a very active community. You’ll find a few new discussions every day with plenty of responses on each. And what I really love is that the people there are really knowledgeable. Backpacking Light forums are filled with old-timers who know every trick in the book, so they’re especially great for beginner hikers.\\n\\nThe main topics over there involve ultralight gear, lightweight gear, weight-saving tips, gear reviews, gear suggestions, gear lists, thru-hiking, and all kinds of other hiking and backpacking advice.\\n\\nI consider Backpacking Light to be r/Ultralight on steroids. The r/Ultralight subreddit is more active, but its community can be a bit toxic at times and the people there aren’t as experienced.\\n\\n3. r/WildernessBackpacking\\n\\nCommunity: 262 000 users\\n\\nPosts per week: 15 (not counting pictures, videos, and news)\\n\\nAnother community on Reddit that I really love is the r/WildernessBackpacking subreddit. It has almost zero self-promotion and most of the content there is pretty interesting – even most pictures and videos.\\n\\nThe main idea behind this subreddit is to create discussions, photos, and videos around hiking in the wilderness (untouched, wild places in the outdoors with very few people). The main topics involve gear, camping, hiking, survival, specific trail discussions, and general tips for being in the outdoors.\\n\\nIt has a pretty active community with about 20 responses to each post. Most of the advice there is actually really good, and I’ve personally learned quite a few things there. The discussions will be suited both for beginners and more experienced hikers.\\n\\n4. r/CampingandHiking\\n\\nCommunity: 1 800 000 users\\n\\nPosts per week: 28 (not counting pictures, videos, and news)\\n\\nAnother great community on Reddit that revolves around hiking is the r/CampingandHiking subreddit. It’s essentially a mix of everything. You’ll find pictures, videos, and quite a bit of self-promotion there, but it also has a healthy amount of discussions, with about 10 responses on each post.\\n\\nI’ve found that the best way to use this subreddit is to only select the filters “Gear Questions”, “Food”, and “Destination questions”. This will filter out most of the spam which comes in the form of self-promotion through pictures and videos.\\n\\nIn terms of discussions, it covers a broad range of topics around hiking and camping – mostly for beginners, but occasionally for more experienced hikers as well. It also contains a great deal of content around survival.\\n\\n5. WhiteBlaze Forums\\n\\nCommunity: 68 000 total / 900 active users\\n\\nThreads: 110 000 threads (not counting gear trade threads)\\n\\nWhiteBlaze is a US-based backpacking forum, which originally focused only on thru-hiking the Appalachian Trail (AT) but developed into much more. Nowadays, it covers all kinds of topics – mainly about thru-hiking in the United States but also about gear, ultralight hiking, DIY gear, gear reviews, hiking tips, and other topics.\\n\\nWhiteBlaze is a very popular hiking forum, especially among thru-hikers. It has a pretty active user base, with a few new discussions every day and a healthy amount of responses to each one. Even though it’s mainly about thru-hiking, you can find all kinds of useful advice there, which can be applied to regular backpacking or camping as well.\\n\\nUnfortunately, it isn’t available in certain parts of the world. For instance, from Latvia, I’m able to access WhiteBlaze only by using a VPN and changing my IP address to the United States. This also speaks greatly about its target audience – it’s mostly focused on hiking in the United States.\\n\\n6. Hammock Forums\\n\\nCommunity: 58 000 total / 2300 active users\\n\\nThreads: 126 000 threads (not counting gear trade threads)\\n\\nHammock Forums is essentially a spin-off of WhiteBlaze. So many people were interested in hammock camping, so they launched another forum dedicated just to that topic. And even though it’s mainly about hammock camping, it also covers a lot of other topics, which are also usable for people who sleep in tents or tarps.\\n\\nSimilar to WhiteBlaze, it’s popular only in the United States and focuses mostly on thru-hiking (albeit much less). If hammock camping is something you’re interested in or would like to try, this forum is definitely the go-to place to learn the ropes (pun not intended).\\n\\nEven though Hammock Forums is a spin-off of WhiteBlaze, it’s become more popular and now has a bit more active community. You’ll find a few new posts every day with a few responses to each one.\\n\\n7. NWhikers Forums\\n\\nCommunity: 15 000 total / 200 active users\\n\\nThreads: 60 000 threads (not counting gear trade threads)\\n\\nNWhikers Forums is a backpacking forum that mainly focuses on hiking in the Pacific Northwest region of the United States. That said, it also covers a wide range of other topics, including thru-hiking, gear, food, trip reports, gear lists, hiking tips, and others. It’s useful to check for anyone, not just hikers in the Pacific Northwest. It also has enough content for beginners and a pretty responsive community.\\n\\nAlthough NWhikers forums is the smallest backpacking forum on this list, it’s still a pretty good one. It has plenty of active people and you’ll find new posts every day with a healthy amount of replies to each one.\\n\\nFinal Words\\n\\nPersonally, I actively participate only in r/Ultralight, r/WildernessBackpacking, and I sometimes check out the Backpacking Light forums. But for this article, I did a lot of research and I checked out all the main backpacking forums. I included only the best ones which were still active.\\n\\nIf you’re looking for a backpacking community that only keeps growing and will stay active for the upcoming years, you should probably look for something on Reddit, as more and more people move from forums to Subreddits. There are a lot of hiking, backpacking, and camping Subreddits but I only included the three best ones in this list. Others were mostly about pictures and videos or included too much self-promotion.\\n\\nAnyway, hopefully, you found a backpacking community that’s worthy of joining – whether you’re a thru-hiker or a survivalist.\", \"url\": \"https://hikemuch.com/best-backpacking-forums/\", \"with\": [\"In this article, I list my 7 favorite backpacking forums ( backpacking, as in hi\", \"Posts per week: 15 (not counting pictures, videos, and news)\", \"Unfortunately, it isn’t available in certain parts of the world. For instance, f\", \"If you’re looking for a backpacking community that only keeps growing and will s\"], \"without\": [\"Skip to primary navigation\", \"Cookie Policy\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5084", "input": "https://backpackinglight.com/forums/topic/whare-are-your-favorite-cities-with-good-hiking-training-trails/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5084\", \"ground_truth_path\": \"source/test/ground-truth/5084.json\", \"ground_truth_sha256\": \"744e993a17bdc0345a7196b587a71204db0c27bdf2e86d1f2d650d3d2f55fad8\", \"html_path\": \"source/test/html/5084.html.gz\", \"html_sha256\": \"8f82638b87b25b8fb8c0302d9b0cd94d27d268536ada97a31638c090fdf0a19b\", \"page_type\": \"forum\", \"reference\": \"May 15, 2019 at 10:44 pm\\n\\n#3593161\\n\\nBPL Member\\n\\n@bluemtns\\n\\nWe used to live in Colorado and I loved hiking above Lyons and in RMNP but now are in Austin and really missing the hills and mountains (but not the post-holing and mud season). Looking to move to somewhere in the southwest that has good inclines for training (and not as crowded as the Boulder trails).\\n\\nWhat are your favorite cities? What is it you love about hiking/backpacking there?\\n\\nThanks!\\n\\nPS We think Austin is great, just less opportunities for altitude – and that long humid summer means less outdoor time.\\n\\nMay 16, 2019 at 5:24 am\\n\\n#3593210\\n\\nBPL Member\\n\\n@davidinkenai Locale: North Woods. Far North.\\n\\nMarin County, especially on the slopes of Mount Tamalpais, have the greatest elevation change trails in the Bay Area.\\n\\nThose communities along the spine of the coast mountains on the San Francisco Peninsula (Portola Valley to Pacifica) also have great access to fabulous trails.\\n\\nBut for the easiest access, living near the ridge in the East Bay (Fremont, Hayward, Castro Valley, San Leandro, Oakland, Berkeley, Richmond) gives access to multiple trails mostly running north-south. I’ve walked out of my house in Castro Valley and gone through Chabot, Redwood, Roundtop, Huckleberry, Sibley, Tilden and Wildcat Canyon Regional Parks, turned around and hiked back for a 100k / 62 km day hike staying on trails almost continuously only have to cross a handful of roads. Admittedly, even though I was 1/3 my age then, I was sore for 3 days afterwards, but I’m glad I did it. Hundreds of times, I’d take more reasonable hikes solo or with friends, usually day hikes but camping and backpacking are allowed there as well. It really is a tremendous resource to have such extensive, contiguous wildland adjacent to a thriving metropolitan area. The housing near the ridge isn’t cheap but there is public transit (or a 1000-vertical-foot hike) up to the trailheads from the lower-cost flatlands.\\n\\nNot what most people would call the southwest, but it’s far to your west and 2000 miles to my south.\\n\\nIf by SW you mean AZ and NM, then Flagstaff really stands out for year-round, world-class, multi-sport activities very near by.\\n\\nMay 16, 2019 at 1:53 pm\\n\\n#3593236\\n\\nBPL Member\\n\\n@retiredjerry Locale: Oregon and Washington\\n\\nL.A.. is surprising – I lived in Pasadena and a few miles north I could hike up the foothills of San Gabriel mountains. If I wanted to drive an hour hike along the crest. Did that many weekends.\\n\\nPortland is definitely not it, moldy, dreary, depressing,…: ) But if you’re a glutton for punishment and don’t mind the rain, the West Hills are really nice conditioning right next door, a few 1000 foot elevation hikes. Other local hikes. Columbia gorge and Mt Hood have lots better elevation hikes and backpack trips. East side when tired of the rain. Lots of other places within a few 100 miles like other places in Cascades, Olympic Peninsula, Rogue River, Trinity Alps,… Portland not quite as overwhelmed with people as Seattle, but that’s not too bad either.\\n\\nMay 16, 2019 at 2:50 pm\\n\\n#3593246\\n\\nBPL Member\\n\\n@satori Locale: Olympic Peninsula, WA\\n\\nMuch depends on what kind of “city” you’re looking for (work options, amenities, state tax situation, school district, etc).\\n\\nIf you want elevation gains, how about Bishop CA? I’ve only been there once, but there are a lot of trailheads within 2 hours drive and some of the biggest vertical gains you’ll find anywhere in the lower 48 states close to town. Some favorite mountain towns for outdoor activities include: Pinedale WY, Crested Butte CO and Moab UT. If you want year-round moderate temperatures, moderate summer humidity, stable predictable weather all summer, and moderate annual rain fall (15 – 20 inches), then Sequim or Port Townsend WA in the rain shadow of the Olympic Peninsula in WA are hard to beat.\\n\\nMay 16, 2019 at 4:58 pm\\n\\n#3593266\\n\\nSpectator\\n\\n@zelph2\\n\\ncontact:\\n\\nGossamer Gear\\n\\n7601 South Congress Ave.\\n\\nUnit 550\\n\\nAustin, TX 78745\\n\\nThey can point you in the right direction. They are the friendliest folks on the planet:)\\n\\nMay 16, 2019 at 7:34 pm\\n\\n#3593290\\n\\nBPL Member\\n\\n@johnnyh88\\n\\nArizona has really grown on me. I’m in Phoenix, and there’s a trailhead about 15 minutes from my house where I can do a 4.2-mile/1000-foot hike or a 5.8-mile/1800-foot hike (options to go even longer). I do these short hikes 3-5 times a week, often before work. If you go early enough in the morning, these trails can be hiked year round, although June-September can be a little warm. I usually see 0-3 people in the first 60-90 minutes. Surrounded by a city of millions, I often wonder where everyone else is. Tucson has even better hikes close to the city and better weather. Flagstaff doesn’t have many opportunities for my job field, otherwise that would be good too.\\n\\nFor backpacking and other hiking in Arizona, you just drive around the state going to different altitudes depending on the season…3-season conditions for 50 weeks a year. Usually I will drive to California, Utah, Colorado, or New Mexico a couple times a year for longer backpacks.\\n\\nMay 18, 2019 at 5:24 am\\n\\n#3593485\\n\\nBPL Member\\n\\n@bluemtns\\n\\nLots of great suggestions and I appreciate you sharing! The Arizona trails esp. sound good and we have friends in Port Townsend so up north is also a possibility. Utah is definitely on my radar – so many beautiful National Parks.\\n\\nI telecommute so not tied down, love open, natural areas but do enjoy being near enough to drive to the city for good food.\\n\\nAlso should have mentioned that I lived most of my life in California, both north and south, and have many fond memories of hiking there (grew up on Mt Tam in the 70s-80s, used to run barefoot on the trails, and thought it was my own private refugee) but we moved away for a lot of reasons and don’t suppose we will ever return. Wherever we live I look for those beloved elements of my childhood in California – being immersed in nature, friendly neighbors, and an easy-going happy lifestyle. We are hoping to find that in our next home also.\\n\\nMay 18, 2019 at 7:20 am\\n\\n#3593489\\n\\nAdmin\\n\\n@ryan Locale: Central Rockies\\n\\nWe are asking the same questions.\\n\\nBut we are willing to explore and see some new things, I think it’s good to have an open mind.\\n\\nWe have fallen in love with hiking year-round in the mid-elevation (7k-9k) prairie, pine, and granite of SE Wyoming.\\n\\nBut in response to your question—\\n\\nWe love:\\n\\nBozeman\\n\\nKetchum\\n\\nLaramie\\n\\nPark City\\n\\nMammoth\\n\\nAnd one secret place we can’t divulge quite yet!\\n\\nThese are towns that have terrific elevation hikes, not-CA costs (BZN is debatable), and pleasant community.\\n\\nI have to admit that we are being more and more drawn to elevation hiking + warmer winters!\\n\\nMay 18, 2019 at 9:19 pm\\n\\n#3593562\\n\\nBPL Member\\n\\n@tunaboy999-2 Locale: Mid Atlantic\\n\\nGreat thread! The OP was interested in cities, which I take to mean at least 50,000 or so people. Would love to hear more in that category (and not CA expensive).\\n\\nMay 18, 2019 at 11:15 pm\\n\\n#3593580\\n\\nBPL Member\\n\\n@sbhikes Locale: Santa Barbara\\n\\nSanta Barbara/Santa Maria/San Luis Obispo and Ventura/Ojai/Oxnard area have access to great hiking trails. I live in Santa Barbara and can walk about 3 miles to a trail that goes into the wilderness if you hike on it long enough.\\n\\nI recently joined the Santa Clarita Hikers meet-up and I’ve seen a lot of great hikes come up. I attended one of them. Used it as an excuse to try out our new camper. Drove out on a Friday evening, camped near the trailhead and then attended the hike. I also remember reading about all these secret staircases in Los Angeles that people connect for training. The Santa Monica Mountains have some great hiking, too.\\n\\nMay 19, 2019 at 4:04 am\\n\\n#3593621\\n\\nBPL Member\\n\\n@heatherfeather\\n\\nI do have to put a plug in for New Mexico, specifically Santa Fe or Albuquerque. Recreation is definitely year round here, and even in the winter you can ski in the morning and mountain bike or hike the desert in the afternoon. Elevation change between the city level and surrounding peaks is ~5000 feet, with multiple options for trails connecting the two. Albuquerque has more of a large city feel and is actually a little cheaper than Santa Fe. I am hooked on Santa Fe as the ideal weather location in the state as a general year-round rule though, having lived in Albuquerque, Taos and Santa Fe. Albuquerque and Santa Fe Both have good options for getting your cardio on uphill then saving your knees downhill (Sandia tram in Albuquerque, bus to/from Santa Fe ski in Santa Fe). One added bonus of Santa Fe is living year round at 7,000 foot elevation, which definitely puts you at an advantage for hiking at high elevation.\\n\\nMay 19, 2019 at 10:37 am\\n\\n#3593648\\n\\nBPL Member\\n\\n@yamaguy\\n\\nHow about the epicentre for the Ironman triathlete competition, Hawaii? Train sea to summit ever day. Perfect weather. Excellent farm to table food supply. Pick an island to suit your temperament. Waimea on the Big Island offers a relatively low cost of living. The dominance of the Parker Ranch even gives it a little South West vibe with an annual Summer rodeo.\\n\\nMay 19, 2019 at 1:37 pm\\n\\n#3593659\\n\\nBPL Member\\n\\n@zia-grill-guy Locale: Boulder\\n\\nPinedale, WY\\n\\nGrand Junction, CO\\n\\nMay 19, 2019 at 2:35 pm\\n\\n#3593666\\n\\nBPL Member\\n\\n@sbhikes Locale: Santa Barbara\\n\\nI went hiking in Kauai. The hiking kinda sucks. The trails are too slippery and you can fall to your death on some of the trails. I did enjoy it anyway, but I was grateful to return to a world where the trails aren’t slippery and you can visit a wider variety of terrain/biological zones.\\n\\nJun 17, 2019 at 4:16 am\\n\\n#3598146\\n\\nSpectator\\n\\n@firebug Locale: Santa Barbara County Coast\\n\\nI live in Carpinteria, CA just south of Santa Barbara and have a trail three miles from the home with a five miles hike up that hill to the Los Padres NF. From there I can hike east to the PCT or north to Monterey, on the coast just south of San Fransisco.\\n\\nJun 17, 2019 at 3:10 pm\\n\\n#3598176\\n\\nBPL Member\\n\\n@alexdrewreed Locale: Kentucky\\n\\nIn the SW, Santa Fe is awfully nice. Nice town elevation. It’s on the base of the Pecos Wilderness. It has lots of fun hiking: Pecos, Bandelier, Jemez, Rio Grande, Taos, etc. Plus it has great food.\\n\\nJun 17, 2019 at 3:44 pm\\n\\n#3598186\\n\\nModerator\\n\\n@matthewkphx\\n\\nI visited SLC and Park City last summer. I was amazed that I could drive ~20 minutes from SLC to Alta and be at an 8600’ trailhead.\\n\\nLots of pretty mountains around there…\\n\\nJun 18, 2019 at 5:07 pm\\n\\n#3598346\\n\\nBPL Member\\n\\n@dwambaugh Locale: Pacific Northwest\\n\\nSeattle has several beach bluff parks that do the trick and lots of urban stairways that will toughen you up, not to mention 300’ hills all over. There’s even a book on Seattle stairway walks (San Francisco too I think).\\n\\nAnd then we have stratovolcanos up to 14,000 and “ordinary” peaks to 7200’ or so. A typical Cascades day hike is 2500’ of elevation gain on 3 miles of switchbacks. Old growth wilderness hike trailheads are about 50 miles from town. Mt. Rainier is often used as training for super peak expeditions.\\n\\nJun 20, 2019 at 12:13 pm\\n\\n#3598542\\n\\nBPL Member\\n\\n@ohdogg79 Locale: Northern Arizona\\n\\nI’ll add another plug for Santa Fe (though not Abq, sorry). Lived just up the hills in Glorieta for 3 yrs. There are a LOT of good trails in 2-3 close natl forests (Santa Fe, Carson, etc); the Pecos Wilderness is awesome and surprised me every time I went w/ it’s beauty, wildlife & variation; I NEVER felt crowded, even in the busier areas like Ski Santa Fe; the town is a great unique mix of culture & food and pretty affordable. Town is at ~5500’ elev and you have easy access to lots of 12k’+ peaks.\\n\\nbiggest downside to NM is schooling/raising a family. I believe NM recently became the worst state to raise a kid when it passed Alabama. There are some good schools, and SF is better than most of the state, but they’re in very high demand so if you’ve got littles and aren’t homeschooling, take that into consideration. Past that, I’d move back w/o hesitation given the opportunity.\\n\\nJun 20, 2019 at 1:16 pm\\n\\n#3598548\\n\\nSpectator\\n\\n@zelph2\\n\\nNM, sounds like a good place to retire/hike:)\", \"url\": \"https://backpackinglight.com/forums/topic/whare-are-your-favorite-cities-with-good-hiking-training-trails/\", \"with\": [\"We used to live in Colorado and I loved hiking above Lyons and in RMNP\", \"Much depends on what kind of “city” you’re looking for (work options, amenities,\", \"I recently joined the Santa Clarita Hikers meet-up and I’ve seen a lot of great \", \"I do have to put a plug in for New Mexico, specifically Santa Fe or Albuquerque.\"], \"without\": [\"You must be logged in to reply to this topic\", \"Beartooth Media Group Inc.\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5086", "input": "https://thehikingforum.com/threads/hiking-trail-recommendations-in-california-san-diego.201/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5086\", \"ground_truth_path\": \"source/test/ground-truth/5086.json\", \"ground_truth_sha256\": \"2f29ca793517274920ce3e08d5f44237c496930abf9c022a1cec481c22cbb6ff\", \"html_path\": \"source/test/html/5086.html.gz\", \"html_sha256\": \"42f1ae2130e8824fc9b6427ffff8f80f457802b13ccb867fe30bf13fac7c00e5\", \"page_type\": \"forum\", \"reference\": \"Hello Everyone!\\n\\nI'm planning a trip to California next year, and I’m particularly excited to explore the San Diego area. I Would love some recommendations on the best hiking trails around California, with a focus on the San Diego region.\\n\\nI’m looking for a variety of trails, easy scenic walks and more challenging hikes. It would be great to get suggestions for hikes with beautiful views, interesting landscapes, and possibly some wildlife. Also, any tips for hidden gems would be amazing!\\n\\nI’ll be in San Diego for a few weeks, so I’m also open to day trips from there. If you’ve hiked any great trails in California, I’d love to hear your thoughts!\\n\\nThanks in advance for your help!\\n\\nI've never hiked in California. If I could, I'd definitely want to hike Mt. Whitney and Mt. Shasta. Yosemite NP looks really nice too!\\n\\nMaybe @neidholdt has some ideas!\\n\\nThanks for your response! Those are definitely some great suggestions. I'll look into the trails you mentioned, Yosemite NP is also on my list, so I appreciate the insight!\\n\\nI looked up San Diego on Alltrails, it looks like a hiker's paradise! I think you'll enjoy it wherever you end up going.\\n\\nAre there any good 14ers over that way?\\n\\nThat might be too rugged though!\\n\\nMt. Whitney is the highest mountain in the contiguous United States, Mt. Shasta is a 14er too. I've heard class 3 is harder in California than in Colorado.\\n\\nBeen out in the woods this last week. So it’s why I have been quite\\n\\nDid my first trip to California back in March. I am biased because I love the desert. First the bad, gas was well over $6 a gallon- just shocked. That aside I did Joshua Tree NP and area. Just gorgeous. But don’t behave personal experience in California other than that. Sorry.\\n\\nIn about 6 weeks I am going to spend about 5 5 days in Death Valley.\\n\\nI figured you were on a trip\\n\\nWas out 7 days, did 38 trails ranging from.2 miles to 8, in 6 states - main destination was Georgia. I always hike in route to my main destination to break up the drive but more importantly to hit some remote special scenic areas i otherwise would never see.\\n\\nI always look forward to seeing your adventures!!\", \"url\": \"https://thehikingforum.com/threads/hiking-trail-recommendations-in-california-san-diego.201/\", \"with\": [\"I’m looking for a variety of trails, easy scenic walks and more challenging hike\", \"Thanks for your response! Those are definitely some great suggestions. I'll look\", \"Did my first trip to California back in March. I am biased because I love the de\", \"Was out 7 days, did 38 trails ranging from.2 miles to 8, in 6 states - main dest\"], \"without\": [\"Search forums\", \"Terms and rules\", \"Privacy policy\", \"This site uses cookies to help personalise content\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5087", "input": "https://www.trailgroove.com/forums/?srsltid=AfmBOoqTckcqZVKedSAzBZbyR0MWjMYvp4U6EpRFbUHdQP44Eoty-GMU", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5087\", \"ground_truth_path\": \"source/test/ground-truth/5087.json\", \"ground_truth_sha256\": \"806171e19f1701de4d4d2a509fb975e1ed0ee6e844525d3019f3dfe49a3be56b\", \"html_path\": \"source/test/html/5087.html.gz\", \"html_sha256\": \"3a0a1e9898696ee3412a1614552e297a118adffdb1d1733d5ed0a555d43e4ac0\", \"page_type\": \"listing\", \"reference\": \"Forums\\n\\nCommunity\\n\\nTrailGroove Magazine\\n\\nGeneral discussion about the magazine, articles, features, & reviews.\\n\\n346\\nposts\\n\\nIssue 59 Released\\n\\nBy\\n\\nAaron Zagrodnick,\\n\\nFireside Chatter\\n\\nDiscussion of random & off topic subjects.\\n\\n996\\nposts\\n\\nMerry Christmas and Happy Holidays to one and all\\n\\nBy\\n\\nAaron Zagrodnick,\\n\\nMeet & Greet\\n\\nNew to the forum? Introduce yourself here.\\n\\n1.7k\\nposts\\n\\nGreetings from Alabama\\n\\nBy\\n\\nAaron Zagrodnick,\\n\\nOutside\\n\\nOther Outdoor Activities\\n\\nFor all those other outdoor interests, sports, and hobbies.\\n\\n146\\nposts\\n\\nSkiing the Backcountry\\n\\nBy\\n\\nppine,\\n\\nTrip Reports\\n\\nPictures and stories of recent and past adventures.\\n\\n816\\nposts\\n\\nYosemite Once More\\n\\nBy\\n\\nbalzaccom,\\n\\nCamp Kitchen\\n\\nCooking techniques, methods, and food in general.\\n\\n419\\nposts\\n\\nMountain House Buffalo Style Mac & Cheese Meal in Issue 53\\n\\nBy\\n\\nAaron Zagrodnick,\\n\\nSale & Swap\\n\\nBuy and sell personal gear.\\n\\n301\\nposts\\n\\nDeuter Women's 30L Speed Lite Pack Size Small\\n\\nBy\\n\\nbslcsw,\\n\\nGear\\n\\nFrom gadgets to goosedown, chat about it here.\\n\\n2.9k\\nposts\\n\\nGlue for tarps?\\n\\nBy\\n\\nMichael aka Mac,\\n\\nGeneral Backpacking & Hiking\\n\\nSkill, technique, questions, & all things backpacking or hiking related.\\n\\n1.7k\\nposts\\n\\nWhere to find fellow hikers?\\n\\nBy\\n\\nbowers32,\\n\\nRegional Discussions\\n\\nInternational\\n\\nAll things abroad.\\n\\n113\\nposts\\n\\nBackpacking in the Arctic: Mountain Adventure in Norway and Sweden\\n\\nBy\\n\\nAaron Zagrodnick,\\n\\nPacific\\n\\nAlaska, California, Hawaii, Oregon, & Washington.\\n\\n325\\nposts\\n\\nSierra is opening up\\n\\nBy\\n\\nbalzaccom,\\n\\nMountain\\n\\nArizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, & Wyoming.\\n\\n443\\nposts\\n\\nAnyone been to Kaibab National Forest?\\n\\nBy\\n\\nppine,\\n\\nSouth Central\\n\\nArkansas, Louisiana, Oklahoma, & Texas.\\n\\n96\\nposts\\n\\nHiking Guadalupe Mountains National Park\\n\\nBy\\n\\nAaron Zagrodnick,\\n\\nSoutheast\\n\\nAlabama, Florida, Georgia, Kentucky, Mississippi, North Carolina, South Carolina, Tennessee, Virginia, & West Virginia.\\n\\n214\\nposts\\n\\nA Southeastern Treasure: Kentucky’s Red River Gorge\\n\\nBy\\n\\nAaron Zagrodnick,\\n\\nMidwest\\n\\nIllinois, Indiana, Iowa, Kansas, Michigan, Minnesota, Missouri, Nebraska, North Dakota, Ohio, South Dakota, & Wisconsin.\\n\\n83\\nposts\\n\\nThru-hiking the Border Route Trail\\n\\nBy\\n\\nDogwood,\\n\\nNortheast\\n\\nConnecticut, Delaware, Maine, Maryland, Massachusetts, New Hampshire, New Jersey, New York, Pennsylvania, Rhode Island, & Vermont.\\n\\n130\\nposts\\n\\nHidden Treasures In Meriden, CT that I discovered in my travels from NY to MA\\n\\nBy\\n\\nMichael aka Mac,\\n\\nThe Long Trails\\n\\nOther Long Trails\\n\\nInterested in hiking another trail? (Scenic, historic, & others) talk about it here. From the NCT to the ADT to the PNT...\\n\\n105\\nposts\\n\\nSuggestions for a 20-25day long-distance hike\\n\\nBy\\n\\nfrancesco06,\\n\\nContinental Divide Trail\\n\\nDiscuss the CDT - The longest and wildest of the \\\"Big three\\\".\\n\\n11\\nposts\\n\\nTrail Maintenance on the CDT in Montana\\n\\nBy\\n\\nAaron Zagrodnick,\\n\\nPacific Crest Trail\\n\\nBorder to border, (And a bit beyond) - All things related to the PCT.\\n\\n47\\nposts\\n\\nThru-hiking the Pacific Crest Trail\\n\\nBy\\n\\nppine,\\n\\nAppalachian Trail\\n\\nThruhike? Day hike? The place to talk about the AT, America's most storied long trail.\\n\\n93\\nposts\\n\\nBaseweight of 32lbs too much?\\n\\nBy\\n\\nDogwood,\", \"url\": \"https://www.trailgroove.com/forums/?srsltid=AfmBOoqTckcqZVKedSAzBZbyR0MWjMYvp4U6EpRFbUHdQP44Eoty-GMU\", \"with\": [\"Discussion of random & off topic subjects.\", \"Deuter Women's 30L Speed Lite Pack Size Small\", \"Illinois, Indiana, Iowa, Kansas, Michigan, Minnesota, Missouri, Nebraska, North \", \"Border to border, (And a bit beyond) - All things related to the PCT.\"], \"without\": [\"Affiliate Advertising Disclosure\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5089", "input": "https://forum.shopsmith.com/viewtopic.php?t=5550", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5089\", \"ground_truth_path\": \"source/test/ground-truth/5089.json\", \"ground_truth_sha256\": \"5b615b2095deaf7fbaa2deae93b4c611288a66a6dd314d33d6d5eb1b32bff55c\", \"html_path\": \"source/test/html/5089.html.gz\", \"html_sha256\": \"b7efe21333562925ac3a1ba0c12136f532e588b3510abd08846aa7cd0f35d9d5\", \"page_type\": \"forum\", \"reference\": \"Gallery of completed woodworking projects\\n\\nShipwright started a thread for completed ShopSmith restorations. GREAT IDEA!!\\n\\nWe needed a thread also for completed woodworking projects where the ShopSmith machines were the primary tool used. Feel free to post a couple pictures of each of your completed projects here. I am sure that they will be very inspirational for all to see.\\n\\nDirect link to member projects in thread:\\n\\nnuhobby's toy car, laptop computer desktop riser\\n\\ncousinwill's bowls\\n\\neasterngray's landing net\\n\\nwlhayesmfs's pens\\n\\nkd6vpe's goblet, dining table, paper towel holder\\n\\ncharlese's blanket chest, lift top coffee table, Skid Steer loader toy,\\n\\njudaspre1982 deckon bench, mini Mark.5, screw drivers and pen\\n\\ndrl's craddle\\n\\nmickyd's candle lanterns, pegboard storage rack, adjustable set-up gage, backlit house number sign, Wolverine style DIY lathe chisel sharpening jig\\n\\ncv3's wood spirit\\n\\nallsas's fighting rooster whirligig\\n\\nKartoffelkopf's highboy\\n\\nwildcard's pool table\\n\\nmbcabinetmaker's picture frames, kithchen cabinets\\n\\nburkhome's mantle surround\\n\\nshipwright's curio table\\n\\nstew's corner cabinet and shelves, entertainment center\\n\\nwa2crk's pens, pen drilling fixture, craddles in process, inlayed pen, toys of tote painted craddle, All American Hauler toy, large storage cabinets, workbench / router table\\n\\nrkh2's oak twin bed, pens, baby rattle\\n\\ndasgud's spiral mailbox post, kitchen cupboard doors, outdoor tall patio chairs\\n\\njuwester's coffee table\\n\\nfiatben's coffee shop log stools\\n\\nmrblanche's laminated solid electric guitar\\n\\ndamagi's pen, and Christmas ornaments\\n\\ntdubnik's step stool. toy ducks and gorilla\\n\\nheathicus's heart within a heart picture frame\\n\\njpg40504's four species gavel\\n\\ndrl's pens\\n\\nterrydowning's darts and pen\\n\\nhorologist's English layout sqaures\\n\\nGene Howe's Cedar lined chest, jewelry chest, hutch, and magazine/cup/remote holder, cabinets\\n\\nI looked at my user profile... the majority of times that I started a new thread, I posted some project. So I don't have many others stowed away.\\n\\nHere is one I had a ton of fun with:\\n\\n[ATTACH]8437[/ATTACH]\\n\\nAttachments\\n\\nCar Front View.jpg (49.65 KiB) Viewed 28122 times\\n\\ndlbristol wrote: NICE! Plan or from Scratch?\\nThank you, Dave! This was from scratch. It was based off some antique book-ends I have (quite smaller than this model), as well as a project book. The whole process was documented here: https://forum.shopsmith.com/viewtopic.php?t=4593\\n\\nHere are 3 bowls I have made in the past 2 weeks. All 3 are segmented bowls. Two are made with Purpleheart and Maple and the solid colored bowl is Paduk.\\n\\nAttachments\\n\\nDSC00813.JPG (23.21 KiB) Viewed 24712 times\\n\\nDSC00810.JPG (23.36 KiB) Viewed 24578 times\\n\\nDSC00808.JPG (24.34 KiB) Viewed 24541 times\\n\\nHere's my latest landing net - Walnut with a sycamore swoop. All done on the Mark V and SS bandsaw. Sorry for the lousy cell phone pictures...\\n\\nWalnut and Sycamore landing net\\n\\nHere's a sycamore net with a mahogany swoop and a bamboo rod I made...\\n\\nSycamore net and cane rod\\n\\nNice net!!! Where's the fish?\\n\\ncousinwill wrote: Here are 3 bowls I have made in the past 2 weeks. All 3 are segmented bowls. Two are made with Purpleheart and Maple and the solid colored bowl is Paduk.\\n\\nCousinwill welcome to the forum. Very nice looking bowls.\\n\\nHave not gotten too much done lately. Been turning some pens to put in my daughters shop to see I can get a little to support my habit. Have some nice pieces to turn some bowls later. Right now trying to finish a Noahs Ark for my granddaughter..Also made a home made pen press to see how that worked. And it works fine for me\\n\\nThanks\\n\\nAttachments\\n\\nMountain Mahogany.JPG (106.01 KiB) Viewed 24623 times\\n\\nOsage Orange.JPG (110.36 KiB) Viewed 24483 times\\n\\nPen press (3).jpg (74.42 KiB) Viewed 24499 times\\n\\nWall St Corian 2.JPG (53.88 KiB) Viewed 24477 times\\n\\nBill\\n\\nI really like your pen press very imressive. Your pens look great also. Same with the rest of you nice thread thank you for starting it again.\\n\\nThis was my last project learning to use my lathe duplicator. I have a lot to learn I did not have the template center right so the second copy came out smaller that the original so a lot of sanding and re-turning by hand to get them looking identical. This was a nice challenge. Next time I will be more carefule. I used bees wax as a finish the wood is red oak cut-offs I was given a few months ago.\\n\\nAttachments\\n\\ngoblets.JPG (115.95 KiB) Viewed 24516 times\", \"url\": \"https://forum.shopsmith.com/viewtopic.php?t=5550\", \"with\": [\"Shipwright started a thread for completed ShopSmith restorations. GREAT IDEA!!\", \"wa2crk's pens, pen drilling fixture, craddles in process, inlayed pen, toys of t\", \"DSC00808.JPG (24.34 KiB) Viewed 24541 times\", \"This was my last project learning to use my lathe duplicator. I have a lot to le\"], \"without\": [\"Quick links\", \"Board index\", \"Delete cookies\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5090", "input": "https://www.paoson.com/forum/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5090\", \"ground_truth_path\": \"source/test/ground-truth/5090.json\", \"ground_truth_sha256\": \"3e1e2806e3fd4da50a8781243d449413f63fb272f824595283b33efba0588488\", \"html_path\": \"source/test/html/5090.html.gz\", \"html_sha256\": \"6a340bb664b30d3dba5391b6d16edd49e010257b6bb03224ef5c7a0b42e0ec92\", \"page_type\": \"listing\", \"reference\": \"Topics\\nPosts\\nLast post\\n\\nGeneral Discussion - Carpentry\\n\\nDiscuss any topics realted to woodworking DIY projects\\n\\nTopics: 8\\n\\n8 Topics\\n52 Posts\\n\\nLast post\\nRe: New Member\\n\\nby Piet\\n\\nView the latest post\\n\\nWed Nov 05, 2025 5:57 am\\n\\nWhere Can I Find...\\n\\nWhere to obtain materials and tools that I use\\n\\nTopics: 79\\n\\n79 Topics\\n577 Posts\\n\\nLast post\\nRe: Hydraulic Lift Table\\n\\nby Suso\\n\\nView the latest post\\n\\nSat Mar 07, 2026 6:35 pm\\n\\nWood projects, Tools and Machinery\\n\\nDiscuss topics related to woodworking projects\\n\\nTopics: 83\\n\\n83 Topics\\n304 Posts\\n\\nLast post\\nAdjustable Circle Cutting Jig…\\n\\nby Suso\\n\\nView the latest post\\n\\nWed Dec 17, 2025 7:29 pm\\n\\nWoodworking Techniques & Tips\\n\\nDiscuss topics related to Woodworking Techniques & Tips\\n\\nTopics: 27\\n\\n27 Topics\\n60 Posts\\n\\nLast post\\nHow to modify a leveling cast…\\n\\nby Suso\\n\\nView the latest post\\n\\nFri Oct 03, 2025 8:15 pm\\n\\nReaders Project Showcase\\n\\nShare your woodworking projects!\\n\\nTopics: 333\\n\\n333 Topics\\n1005 Posts\\n\\nLast post\\nPlywood Workbech made by Marc…\\n\\nby Suso\\n\\nView the latest post\\n\\nThu Mar 05, 2026 10:20 am\\n\\nMobile Workbench with Table Saw & Router Table\\n\\nDiscuss topics related to the Mobile Workbench\\n\\nTopics: 37\\n\\n37 Topics\\n348 Posts\\n\\nLast post\\nRe: DIY Table Saw Sled\\n\\nby SeattleCraig\\n\\nView the latest post\\n\\nTue Nov 18, 2025 12:06 am\\n\\nMiter Saw Station & Lift Workbench\\n\\nDiscuss topics related to the Miter Saw Station & Lift Workbench\\n\\nTopics: 3\\n\\n3 Topics\\n17 Posts\\n\\nLast post\\nWhere to find scissor lift ta…\\n\\nby Suso\\n\\nView the latest post\\n\\nSat Mar 07, 2026 6:39 pm\\n\\nFolding Woodworking Workstation\\n\\nDiscuss topics related to the Folding Woodworking Workstation\\n\\nTopics: 14\\n\\n14 Topics\\n90 Posts\\n\\nLast post\\nRe: Table Saw Folding Outfeed…\\n\\nby Suso\\n\\nView the latest post\\n\\nFri Nov 29, 2024 3:09 pm\\n\\nPortable Workshop\\n\\nDiscuss topics related to the Portable Workshop\\n\\nTopics: 112\\n\\n112 Topics\\n576 Posts\\n\\nLast post\\nRe: Tilting router\\n\\nby Suso\\n\\nView the latest post\\n\\nSat Jul 12, 2025 10:27 am\\n\\n3D Router / X-Motion Portable Mortiser\\n\\nDiscuss topics related to the 3D Router & the X-Motion Portable Mortiser\\n\\nTopics: 59\\n\\n59 Topics\\n317 Posts\\n\\nLast post\\nRe: 3D Router, when a CNC mac…\\n\\nby Suso\\n\\nView the latest post\\n\\nFri Dec 12, 2025 9:39 am\\n\\nRouter & Saw Table\\n\\nDiscuss topics related to the Router & Saw Table\\n\\nTopics: 45\\n\\n45 Topics\\n285 Posts\\n\\nLast post\\nTable saw& router\\n\\nby Dimkalo\\n\\nView the latest post\\n\\nThu Mar 05, 2026 10:27 am\\n\\nLathe & Sanding Station\\n\\nDiscuss topics related to the Lathe & Sanding Station\\n\\nTopics: 21\\n\\n21 Topics\\n125 Posts\\n\\nLast post\\nRe: My new lathe sanding stat…\\n\\nby JemieD03\\n\\nView the latest post\\n\\nWed Dec 10, 2025 6:41 am\\n\\nBelt Sander Table\\n\\nDiscuss topics related to the Edge Belt Sander Table\\n\\nTopics: 4\\n\\n4 Topics\\n14 Posts\\n\\nLast post\\nRe: Edge Belt Sander Table Pr…\\n\\nby JemieD03\\n\\nView the latest post\\n\\nSat Dec 13, 2025 5:54 am\\n\\nHomemade Band Saw\\n\\nDiscuss topics related to the homemade Band Saw\\n\\nTopics: 19\\n\\n19 Topics\\n78 Posts\\n\\nLast post\\nRe: bearing in place of the b…\\n\\nby Suso\\n\\nView the latest post\\n\\nWed Jan 17, 2024 2:05 pm\\n\\nMulti-Function / Modular Workbench\\n\\nDiscuss topics related to the Multi-Function Workbench\\n\\nTopics: 24\\n\\n24 Topics\\n175 Posts\\n\\nLast post\\nRe: OSB Modular Workbench wit…\\n\\nby Suso\\n\\nView the latest post\\n\\nFri Dec 19, 2025 4:45 pm\\n\\nSketchUp - AutoCad - MaxCut - CAD/CAM\\n\\nSketchUp is a free 3D modeling program\\n\\nTopics: 16\\n\\n16 Topics\\n53 Posts\\n\\nLast post\\nRe: Excel file in MaxCut Fold…\\n\\nby Suso\\n\\nView the latest post\\n\\nWed Nov 30, 2022 8:52 am\\n\\nTopics\\nPosts\\nLast post\\n\\nGeneral Discussion - Lutherie\\n\\nDiscuss any topics realted to lutherie projects\\n\\nTopics: 1\\n\\n1 Topics\\n4 Posts\\n\\nLast post\\nRe: Newbie user\\n\\nby leaderpywood\\n\\nView the latest post\\n\\nThu Jun 19, 2025 2:44 am\\n\\nLuthier Projects & Tips\\n\\nShare your luthier projects!\\n\\nTopics: 7\\n\\n7 Topics\\n18 Posts\\n\\nLast post\\nRe: Cómo Barnizar Guitarra a …\\n\\nby bobq\\n\\nView the latest post\\n\\nMon Dec 15, 2025 4:34 pm\\n\\nLuthier Tools & Jigs\\n\\nDiscuss topics related to my lutherie videos\\n\\nTopics: 7\\n\\n7 Topics\\n23 Posts\\n\\nLast post\\nRe: Luthier Hardware/Parts\\n\\nby Suso\\n\\nView the latest post\\n\\nThu Nov 18, 2021 10:43 am\", \"url\": \"https://www.paoson.com/forum/\", \"with\": [\"Where to obtain materials and tools that I use\", \"Discuss topics related to the Miter Saw Station & Lift Workbench\", \"Discuss topics related to the homemade Band Saw\", \"Share your luthier projects!\"], \"without\": [\"Quick links\", \"Login\", \"Who is online\", \"Forum Software\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5092", "input": "https://www.woodworkingtalk.com/threads/new-to-woodworking-forum.236298/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5092\", \"ground_truth_path\": \"source/test/ground-truth/5092.json\", \"ground_truth_sha256\": \"10e14f997dd54c870bd9eaa1c7b128ef6647df31e35156bd3a13d32c60c326b5\", \"html_path\": \"source/test/html/5092.html.gz\", \"html_sha256\": \"bbb89452ef9551b1a872c3814c28e056aebf89c0d88e3950239321dc0b4f038d\", \"page_type\": \"forum\", \"reference\": \"Hi all.\\nMy name is Doug Kitchen. I'm a little crafty, love helping the kids with their school projects. I try my best to make good stuff. I have a laser engraver which I have had fun with. I want to create something new to me. I have some tools - scroll saw, sander, Dremel. I like small projects.\\n\\nWelcome to the forum, Doug! We do like photos so show us your shop, tools, projects, etc. whenever you're ready.\\n\\nWelcome aboard, Doug!\\n\\nWelcome, Doug!\", \"url\": \"https://www.woodworkingtalk.com/threads/new-to-woodworking-forum.236298/\", \"with\": [\"My name is Doug Kitchen. I'm a little crafty, love helping the kids with their\", \"Welcome to the forum, Doug! We do like photos so show us your shop\", \"Welcome aboard, Doug!\", \"Welcome, Doug!\"], \"without\": [\"Top Contributors this Month\", \"forum software by XenForo\", \"Log in\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5095", "input": "https://www.doityourself.com/forum/carpentry-cabinetry-interior-woodworking/163601-free-woodworking-plans-diy-projects-look-before-posting-plans.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5095\", \"ground_truth_path\": \"source/test/ground-truth/5095.json\", \"ground_truth_sha256\": \"185cc18ff64d04f52ddf6747be4fe011923de05e42eba84bff5e57541a4b08c5\", \"html_path\": \"source/test/html/5095.html.gz\", \"html_sha256\": \"b44a609a733e3df14b5618b81754529b12cf53bc2565baf2314bd4947a810108\", \"page_type\": \"forum\", \"reference\": \"Herm\\n\\nThread Starter\\n\\nI have seen a lot of posts from folks looking for plans for woodworking projects, and figured I would just post some web addresses of sites that have free woodworking plans.\\n\\nIf you are looking for plans, maybe you can find what you need at one of these sites, but please feel free to post anyway.\\n\\nwww.absolutelyfreeplans.com/\\nhttp://www.freeww.com/\\nwww.scrollsaw.com/Plan_Index/plan_index.htm\\nhttp://www.woodworkersworkshop.com/d...ks/Plans_Free/\\nwww.the3house.com/plans/menus/free_top_nav1.htm\\n\\nHere is a helpful link on wooden fences.\\nhttp://www.ufpinc.com/literature/wfinstall-132.pdf\\n\\nBookmark them (as I have) for future reference.\\n\\nDeck Plans:\\nhttp://www.deckplans.com\\n(Free Deck Plans 952-746-7562\\nemail customerserv@freedeckplans.com)\\n\\nHappy woodworking!\\n\\nHerm\\n\\nLast edited by Herm; 12-28-05 at 10:28 PM.\\n\\nRy.\\n\\nThanks Herm!\\n\\nThis took you a lot of work, so I just wanted to drop you a note about thanks.\\n\\nAlso, via http://www.freeplans.com, folks can sign up for the free plans they send out.\\n\\nLast edited by Sharp Advice; 03-29-04 at 05:20 AM.\\n\\nHerm\\n\\nFound a new one. This one is really cool, because it's a plan search engine. Punch in what you want a plan for and hit search, and it will give you all sorts of options. Real easy to navigate, but not all of the plans are free on this site. It tells you which ones are and aren't free.\\n\\nwww.woodworking2.org/PlanSearch/search.htm\\n\\nLast edited by Herm; 08-24-03 at 06:22 PM.\\n\\nHere is another good one\\nhttp://members.cox.net/messman123/Links%20to%20Jigs.htm\\n\\nenjoy\\n\\nhere are a few more\\nhttp://www.am-wood.com/index.html\\nhttp://www.freeww.com/index.html\\nhttp://www.woodworkersworkshop.com/\\nhttp://www.furnitureplans.com/\\nhttp://handymanclub.com/home.asp\\n\\nAnd another link...\\n\\nSharp Advice\\n\\nDIY'S Build An Outdoor Picnic Table Project\\n\\nHow to Build an Outdoor Picnic Table:\\n\\nBuilding a picnic table would be very beneficial to your family on a nice warm, spring or summer day. A picnic on a brand new table would be the perfect way to get your kids away from the computer and out of the house during the afternoons.\\n\\nDoItYourself.com has a three part series on how to build a table. The first part will help guide you through the planning stages. All of the safety tips and possible mistakes you will need to know are here.\\n\\nThe second part of the series is the actual project: the step by step tips, which include illustrations. The third part is the list of tools and materials you need to build. You will, of course, need to make a trip to your local lumber store. Treat your family and your yard to something special this spring and enjoy the picnics you all will have.\\n\\nClick here for the series:\\nhttp://rs6.net/tn.jsp?t=o4ql6zn6.sfk...tableintro.htm\\n\\nSharp Advice\\n\\nDIY'S Building a Compost Bin Project\\n\\nComposting is an environmentally smart way to put household waste to use. If you choose to keep it simple, it can be no more than piling stuff that will rot, and waiting for it to ferment.\\n\\nBut if you are motivated to create a neat, efficient and green alternative to trash, a home compost bin is the way to go.\\n\\nFirst, choose a site that's level and shady, with good drainage and easy access to wheelbarrows, garden paths, and hose hookups. Let us help you choose the \\\"features\\\" of your low-tech green machine.\\n\\nFor instance, there's no need for a top; moisture speeds decomposition. And any feature that adds aeration speeds the decomposition process. If you build the bin of wood, cedar or cypress are best for resisting the decaying effect.\\n\\nFor more, click here:\\nhttp://rs6.net/tn.jsp?t=o4ql6zn6.sfk...compostbin.htm\\n\\nSharp Advice\\n\\nDIY Wood Working Projects\\n\\nHello and Welcome Forum Topic Readers and All Wood Working Enthusiasts.\\n\\nWithin this thread will be many wood working projects and free online plans. Posted here as they become available. Check back often.\\n\\nYou have building projects for the DIY person to share?\\n\\nSend them to me or post them and advise me. I'll combine your post into this thread for all members to have....\\n\\nSharp Advice\\n\\nBuilding a Power Tool Cabinet\\n\\nHere's a great idea for the organization and care of your power tools. It's plans for a modest power tool cabinet designed to accommodate as much as a circular saw, two drills, a finishing and belt sander, a router, a jigsaw and all their accessories.\\n\\nWith extra-deep adjustable shelves of three different widths, this versatile cabinet accommodates changing tool collections and tools of various sizes, including those that may come with carrying cases. The doors not only keep out dust and dirt, they also make it possible to lock or otherwise childproof the cabinet.\\n\\nWhen you learn how to cut and mill the cabinet body parts, you'll get a tip on installing shelf standards by using long-nose pliers to grasp the nails while you tack them. When you learn how to assemble the cabinet body, you'll be reminded to verify that the cabinet is square with corner-to-corner measurements.\\n\\nAll the steps, picture, materials list and a cut list are here:\\nhttp://doityourself.com/cabinetry/powertoolcabinet.htm\\n\\nSharp Advice\\n\\nHerm\\n\\nThis post was originally posted by Hawks13. I thought I would add it to this thread, since it is a good link for plans......\\n\\nI love building things and am always looking for woodworking plans. Problem is most of them charge a fee per plan, I know I am cheap. I was very excited the other day when I found a site that list a bunch of plans for free. If anyone else knows of a good site that offers a lot of plans I would greatly appreciate seeing the links. So would my wife as she is tired of me spending so much time on the computer looking around for these plans.\\n\\nhttp://professional-power-tool-guide...Wood-Plans.htm\\n\\nLast edited by Herm; 09-08-05 at 06:54 PM.\\n\\nHerm\\n\\nIf anybody else has a link for free woodworking plans and/or DIY projects, please send me a link via a personal message. I will add your link to this thread if appropriate.\\n\\nI would also appreciate if you run accross a broken or out of date link in any of the posts above, that you send a PM to me to report it.\\n\\nThanks!\\n\\nLast edited by Herm; 11-04-09 at 09:44 PM.\\n\\nHerm\\n\\nCrown molding calculator and tips link\\n\\nHerm\\n\\noutdated links\\n\\nI haven't had a lot of time to delete broken and outdated links. Please send me a private message if you run accross one. I would like suggestions for updates too.\\n\\nThanks!\\n\\nHerm\", \"url\": \"https://www.doityourself.com/forum/carpentry-cabinetry-interior-woodworking/163601-free-woodworking-plans-diy-projects-look-before-posting-plans.html\", \"with\": [\"I have seen a lot of posts from folks looking for plans for woodworking projects\", \"DIY'S Build An Outdoor Picnic Table Project\", \"Building a Power Tool Cabinet\", \"I haven't had a lot of time to delete broken and outdated links\"], \"without\": [\"Buyers Guide\", \"Home Furnishings\", \"Join Date: Apr 2001\", \"Upvotes: 0\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5097", "input": "https://sawmillcreek.org/forums/design-forum.5/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5097\", \"ground_truth_path\": \"source/test/ground-truth/5097.json\", \"ground_truth_sha256\": \"a0bbefb9344048ea85f78f2c46554a981cc08802071e1bac0fbc74a07c34636e\", \"html_path\": \"source/test/html/5097.html.gz\", \"html_sha256\": \"ff1f546be6488b1401189fc1fc7d978d89bbce551c321cde267fcdb2abd41520\", \"page_type\": \"listing\", \"reference\": \"Project and Design Discussion\\n\\nSMC Design Critiques\\nAaron Koehl - Dec 22, 2004 - Replies 0 - Views 63K\\n\\nBasement sink base with Kohler cast iron sink\\nBrian Runau - Feb 10, 2026 - Replies 5 - Views 1K\\n\\nHow should I build this shack door?\\nCharlie Kaiser - Feb 27, 2026 - Replies 6 - Views 349\\n\\nTensegrity table\\nGeorge Newcomer - Feb 15, 2026 - Replies 3 - Views 681\\n\\nCabinet Door overlay\\nCaleb weaver - Jan 25, 2026 - Replies 2 - Views 764\\n\\nI know what I want to make, yet keep forgetting about it!!\\nGeorge Speed - Jan 18, 2026 - Replies 5 - Views 708\\n\\nAdvice on discreet embellishment\\nDavid Storer - Jan 14, 2026 - Replies 2 - Views 543\\n\\nTo figure or not to figure\\nJames Jayko - Dec 9, 2025 - Replies 4 - Views 2K\\n\\nValve turn-er-offer\\nMaurice Mcmurry - Jan 29, 2026 - Replies 7 - Views 579\\n\\nShow off your legs! Seeking design ideas\\nLeo Zick - Jan 11, 2026 - Replies 5 - Views 832\\n\\ncompound angles?\\nScott Welty - Jan 10, 2026 - Replies 21 - Views 2K\\n\\nHelp on Replicating a Nightstand\\nNoah Mateen - Jan 3, 2026 - Replies 5 - Views 1K\\n\\nHomemade veneer over prefinished plywood\\nEduard Nemirovsky - Jan 6, 2026 - Replies 9 - Views 2K\\n\\nlooking for sketch / plans for stickley highlands pedestal dining table\\nNolan Lassiter - Jan 2, 2026 - Replies 4 - Views 924\\n\\nKitchen Cabinet Side Panels\\nCarolyn Melo - Jan 1, 2026 - Replies 4 - Views 911\\n\\nLarge drawer solid wood bottoms\\nJosko Catipovic - Dec 16, 2025 - Replies 11 - Views 4K\\n\\nDesktop for sit-stand desk\\nDavid Fells - Dec 3, 2025 - Replies 8 - Views 3K\\n\\nStorage under workbenches\\nJosko Catipovic - Dec 4, 2025 - Replies 5 - Views 1K\\n\\nSketchUp for Furniture Design with Dave Richards\\ntim walker - Dec 2, 2025 - Replies 1 - Views 792\\n\\nTable to leg connection question\\nPrashun Patel - Oct 23, 2025 - Replies 14 - Views 5K\\n\\nNeed some very simple woodworking plans\\nTyler Bancroft - Nov 30, 2025 - Replies 0 - Views 643\", \"url\": \"https://sawmillcreek.org/forums/design-forum.5/\", \"with\": [\"SMC Design Critiques\", \"Basement sink base with Kohler cast iron sink\", \"Tensegrity table\", \"Large drawer solid wood bottoms\", \"Table to leg connection question\"], \"without\": [\"Community platform by XenForo\", \"Install the app\", \"What's new\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5101", "input": "https://www.audiosciencereview.com/forum/index.php?threads/7-2-4-home-theater-first-time-build-advice.41251/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5101\", \"ground_truth_path\": \"source/test/ground-truth/5101.json\", \"ground_truth_sha256\": \"bc760d314efa9b70851990f327a694771778ce99fcf20a17ef780d584af34461\", \"html_path\": \"source/test/html/5101.html.gz\", \"html_sha256\": \"75ac024a81ec3b8f12992f8a04a1e089f0e693a28be3860a78fb3dbe7d42fa66\", \"page_type\": \"forum\", \"reference\": \"I've been doing research to learn the in's and out's of picking a good setup. That being said, I'm reaching a point where I'm hitting a lot of questions that don't have straight forward answers and is leaving me in hellish indecision loops of trying to find the best bang-for-buck on my budget. I found some good sales this week that seemed to fit my needs and I've made some orders (and thus I'm within the return time if needed). However I'm nervous that I've overlooked something or gotten ineffective choices for the cost.\\n\\nThe setup:\\n\\n7.2.4 surround\\n\\n$6000-ish budget\\n\\nPrimarily home theater use, secondarily for music\\n\\n12 x 16 x 8 carpeted room\\n\\n2 rows of listeners\\n\\nAVR: Denon x4700h ($1500)\\n\\nL/R Fronts: HECO Aurora 1000 x2 ($594x2 = $1188 total) ( Audioholics review )\\n\\nCenter: HECO Aurora Center 30 ($258)\\n\\nSides, Rears, and 4 Ceiling: HECO Ambient 22F x8 ($230x8=$1840)\\n\\nSpeaker Wire: 12AWG Speaker Wire 200ft ($42)\\n\\nSubwoofer:??? (x2)\\n\\nPower Amp (for last 2 heights since the x4700h only powers 9 channels):???\\n\\nI found specific reviews for the fronts being excellent quality for value HECO Aurora 1000 x2 ($594x2 = $1188 total) here, and that's before finding them on a good sale. The rest were chosen based on the advice of trying to keep the speakers in the same brand / line where possible.\\n\\nQuestions I'd love any sort of guidance on:\\n\\n1) Does this seem like good speaker configuration for the budget? My immediate worrycome from the fact that I only see thorough analysis of the Aurora 1000's, and that the Ambients I bough to try to find the best match to them are still from a different HECO line than the Aurora's (with no thorough breakdowns I can find). But I'm also more broadly worried that I did something else dumb in my ignorance.\\n\\n2) What's the best way to match subwoofers to the rest of this?\\n\\n3) What constitutes picking a viable power amp for just 2 of the 11 channels? This seems uncommon, so I can't find good breakdowns of what you need to consider when buying an amp for just partial channel coverage (and heights no less).\\n\\n4) The x4700h's non-front channels are all 125W. The recommend range on the HECO Ambient 22f's going up to 120W. Am I playing with fire by being 5W over, or is this not a serious concern?\\n\\nstop the FOMO.\\n\\nPick the most capable in terms of CEA 2010 subs you have available in your area. See my subwoofer comparison thread for that.\\n\\nUnfortunately, we don’t have CEA 2034 spinorama data for Heco speakers yet, so all we have is community feedback.\\n\\nI would be buying a Hypex Ncore amp if you’re on a budget. Or Purifi amp for end-game performance with no budget in mind. See Matias amplifier spreadsheet for recommendations. A good 2-3 channel amp mentioned paired with 4700h should be plenty of power.\\n\\nMy take is that of a layman, i don't even have a cinema setup. But maybe i can add something to the discussion anyway.\\n\\nIt's my understanding that a center like that has problems with sound dispersion to the sides, which means you may have a tight sweet spot in the center, but everyone off center is getting a lower grade experience. Check this out:\\n\\nThe Problem with Many Center Channel Speakers (by Erin)\\n\\nThis is a \\\"must see\\\" for anyone buying center speakers! Fantastic video by Erin (@hardisj).\\n\\nwww.audiosciencereview.com\\n\\nSo instead of buying the center speaker, maybe it makes more sense to buy a Aurora 300 instead? Or maybe you can find another center that offers better dispersion, because it seems there are some that do.\\n\\nMe? I would buy three Kef R3 and declare the dispersion crisis to be averted! Not sure if they are able to deliver the oomph needed however. My doctor says i'm a frail man, i rarely should listen that loud, so it wouldn't be a problem for me. That would, here, cost 1500€.\\n\\nSVS PB1000 could be what you are looking for.\\n\\nA used Yamaha A-S300 or something like it. Should cost about 100€ with some patience.\\n\\nExcept for the center dispersion thing, that would bug me for years. The rest looks competent.\\n\\nIn the end you will, even with slighly less than stellar speakers, still have a good experience. If the aliens attack and the bombs drop, the fidelity of the rear channel becomes less important.\\n\\nUsing some kind of measurement microphone (UMIK1) and a DSP (it's bass, old MiniDSP 2x4 would suffice). Most likely there is some kind of DSP in the AV amp already, so you might read the manual for that first.\\n\\nA competent transistor amp that isn't particularly pricey should do the trick. I don't think there are any demands of note regarding output power either, there should be nothing below 200Hz or so anyway.\\n\\nNope. Just don't turn to max volume while listening to 1khz sine waves.\\n\\nIt should be noted that most people don't listen at earsplitting levels because they like their ears.\\n\\nThe KEF Q650c or Q250c should be able to fix the dispersion problem while looking roughly the same as the Heco center.\\n\\nKnowing where you live (country) is helpful in making recommendations.\\n\\n1. The surrounds are basically noisemakers. I stopped spending a lot of money on surrounds a long time ago. I use relatively inexpensive Polk in-wall and in-ceiling speakers with great success. I think I purchased them on sale for < $100 each. The exception to this is if you are into multichannel music, in which you need surrounds near or equal to the quality of your mains. Your choice of surrounds is fine for movies / TV and stereo music.\\n\\nThe center is a classic 2 way MTM design, and they all fail at their main mission, which is anchoring all seats to the screen due to phase cancellation between the midwoofers. A single bookshelf speaker is almost always a better choice, if you can fit it under the screen. (Although... How bad are they in practice? ) I also like @TheBatsEar 's idea of using a single KEF Q350 on its side instead of the HECO center if a bookshelf is too tall, assuming your room is small enough for it.\\n\\n2. There are some go-to subs on the market, such as SVS SB-2000 or PB-2000 or Rhythmic or Monolith. From personal experience, I can cay SVS has excellent customer service. As previously mentioned, @sweetchaos has created a great guide. Denon and Audyssey go a great job of integrating them once installed, although you will want to read up on sub placement to provide those tools with the best chance for success.\\n\\n3. You actually want to amplify the front pair with external power, as you can run the 4700 in preamp mode on those outputs, although it is not documented in the manual. This puts your premium amplification on those speakers for stereo listening instead of the manual's silly suggestion of amplifying a pair of the heights with an external amp. Any Hypex or Purifi or IcePower based amplifier of similar power to the receiver will be a worthy upgrade, but you want one that can be driven unbalanced with a sensitivity suitable for less than 1.5 volts to match well with the 4700. Monolith and Emotiva also offer competent amplifiers for home theater use at lower cost.\\n\\n4. Those channels are 125W with only the front pair driven. AVRs are power supply limited, and each channel that is driven reduces the power of all others. With all 9 channels driven as you propose, they are probably closer to 70 or 80W. Also, there is almost no such thing as over-powering speakers in a domestic environment. Your tolerance for loudness will keep you from blowing the speakers. Most applications use less than 10W continuously to fill the room with higher peaks on demand. Everything above that ~10W is reserve power to provide the upper SPL of high dynamic range. Also, DRC such as Audyssey in the 4700 reduce gain by the amount of any EQ boost to prevent clipping (up to -10 or -12dB gain), so more power is better. I use IcePower amps rated for 300W into 8 Ohms and 500W into 4 Ohms without issue with my 4700 on speakers rated for 200W at 8 Ohms nominal impedance. So, you don't need to worry about question 4.\\n\\nConfiguring the system to use pre-outs on the front pair for an external amplifier while using all 9 internal amps for all other speakers. Under layout, choose your combination of top / height speakers and set Pre-out to Front:\\n\\nYou are not using the front speaker terminals here, as they are now disconnected. You are using all the height channel terminals:\\n\\nIn a home theater, I would focus on 3 things.\\n\\nRoom correction/DSP\\n\\nSubwoofer(s)\\n\\nCenter channel\\nSpend what you need to spend to do a great job with those. Everything else is less important.\\n\\nI am looking at doing something similar on a much smaller scale. I am actually looking at Kali IN5 or IN8v2 speakers. They are <$400 each and are powered. And they play loud (more than most of the KEFs). And they have concentric drivers which means that you can use them as center channel too (on its side). It is basically a poor man's KEF R3 with power, and it is quite excellent for the money, particularly with some DSP and some subs. Plus they have some 2-way speakers that are less expensive that are great for surrounds. I am not saying that this is the right solution for you -- it is just an example of how you can be creative in keeping to your budget.\\n\\n@Steve Dallas: The idea to buy a proper amp for front left/right makes more sense indeed. It's the way to go.\\n\\nHypex NC252MP should do, just make sure to get one with trigger connection or you have to run it on/off manually, the Denon has trigger out. Cost should be below 500€.\\n\\n@HooStat: Putting money into the Kef R3 would also yield a very good experience if listening to music, not sure if the Kali speakers would compare favorably.\\n\\nI also think ultra high volume capability is vastly overrated. You will probably not listen to eardrum piercing volumes much, if at all. I know i don't and it's not because of the neighbors. I like a good beat, but my ears seem to show compression effects sooner than regular sized speakers.\\n\\n2 Cents FWIW...\\n\\n-I don't know anything about the Hecco speakers so cannot provide any help there\\n\\n-The center channel is critical and can limit your theater if not chosen well. You are dedicating a space and a good budget for this, I would rethink the center. The center is a 2 way MTM with dual 5 inch woofers. Dispersion will be poor and output will not be up to the L/R you have chosen. Maybe consider a bookshelf speaker that can handle high output or a 3 way center, or matching floor standing speaker\\n\\n-Or see if it is possible to use an acoustically transparent screen with 3 floor standing speakers behind it, or 3 matching in wall speakers.\\n\\n-For subs, go with a minimum of a couple of 12 inch ported subs\\n\\n-The better the speaker you can put at each location the better the experience will be. In modern multichannel based systems all speakers can get called upon to be full range and full output. Gone are the days where movies put a few ambient sounds in them.\\n\\n-Surround and atmos speakers... just like a left/right in a stereo setup, speakers should be pointed at the main listening position or at least within the speakers dispersion. With Atmos speakers this can be tricky. Here is a thread on AVS with quite a few options LINK\\n\\nTake your time in planning the speaker purchase and layout.\\n\\nAs I said, I am not recommending Kali. I am recommending that the OP set some priorities and make decisions based on those. Not on whether people think that this speaker or that speaker is somehow \\\"better\\\" for the OP's situation, which is primarily home theater.\\n\\nI personally find that most speakers are not \\\"magical\\\", mostly because a lot of music just isn't recorded well enough to be magical. I also mentioned them because they are an incredible value for money and the OP needs to buy 11 monitors and 2 subs for 7.2.4. I think, for home theater, a great center and high quality subs are a better point of focus. With proper DSP and a proper subwoofer, many speakers with good directivity can be improved substantially.\\n\\nBut it is really up to the OP what their priorities are based on budget.\\n\\nI have to ask. How are you going to fit 2 rows of listeners in that room? Rear row on the back wall? Are you using a riser? The difference in sound between the 2 rows will be an issue. Other than that I agree with the others. That center channel is junk, get at least 2 12\\\" ported subs, but plan on spending some time on room treatment and bass management.\\n\\nWow, I'm really floored by all the responses. I wasn't expecting this level feedback. Especially the feedback on the centers, that was a huge thing to miss (not the least of which for trying to have two rows with viable listening experience). Thank you!\\n\\nI've been reading everyone's suggestions and doing some extra reading to understand things I didn't know about. I have a few responses and a couple more honed questions.\\n\\nAh interesting, I've seen these measurements before on some speakers but hadn't seem them categorized with that name. Now I know what to look for in my searching henceforth. At yours and other member's suggestion I'm definitely digging into your subwoofer thread. Thanks!\\n\\nThis was a huge oversight on my part, especially considering I'm trying to squeeze in two rows with an at least \\\"passable\\\" listening experience in each seat. Thank you so much, especially for the video link so I could understand the nuances of what you and later others were suggesting, and why!\\n\\nI'm in the US. Getting that level of fidelity with the surrounds would be great, but I'm not ready for that level of an investment yet. The 22f's are at least a little more beefed up than the 11f's from the same line, and supposdely use the same tweeters as all the Aurora and Ambient line speakres, so hopefully they'll match somewhat well and maybe pull off a passable mutlichannel music experience. And if not, the Aurora 1000's are supposed to be very nice at stereo music.\\n\\nThat's great to know about the power draw. And a double extra thank you for the screenshots showing how to do it! It's great to hear from someone who is using the same hardware. My one question / concern would be if I redirect the internal amps, looking at the specs on Denon's website I think that means Height 1 / Height 2 become 165W like the fronts were (before the other considerations you pointed out, that is). From how you explained it, I still wouldn't get close to the 22f's 120W limit, but I wanted to verify before doing that.\\n\\nFrom the feedback on this thread I'm already planning on revisiting with a better center and a solid subwoofer, so hopefully good there! I'm hoping the DSP in the x4700h will up to the job for room correction. Unless you were referring to having an external DSP? I haven't diven too deep into DSP yet beyond just making sure I had something for it.\\n\\nI'm setup with a 77'' TV, so an audibly transparent screen sadly isn't an option here. But the rest of your thoughts I can act on to good effect. Though I'm not certain how to determine the dispersion of the ones I've already picked, as I'm mounting them to the ceiling to use as heights. Your advice about trying to match quality of heights and surrounds I was already trying to do that when I splurged for the 22Fs instead of the 11Fs for surrounds and heights, so hopefully that will pay some divedends.\\n\\nIt's going to be tight squeeze for sure, and is one of my worries. From what I've dug into I think I can pull off a solid experience for all seats, if just barely. But finding concrete information on this topic has proven undoable for me, there's just too may variables. So even though it makes me cringe (I'm very measure thrice, cut once, personality wise), I think I'm going to have to just try it and see if it works. This is the layout and positioning I'm planning on using, minus the caveat that I think I cam comfortably scoot the back row and exta foot or so closer: Room layout and speaker positioning here. I -think- that extra 1+ ft won't create a physical uncomfy situation (and avoids any near-field challenges with other speakers and stay mostly in the good portions of the good listening window width). I'm very happy to be shown that assumption isn't right, if you or anyone has further insights or opinions on this layout.\\n\\nSo, aside from specific feedback by immediate todo takeaways from the feedback are needing to get a new center A, decide on my subwoofers B, and a good amp to power my fronts (provided the redirected 165W internal amps from fronts to the heights doesn't safely exceed the limits of the 120W max peak height speakers).\\n\\nA) For the center, I could potentially make the Aurora 300 bookshelf work, though it's going to involve a bit of work and non-speaker expenses. So not ideal, but doable. Alternatively I'm open to investing more in the other suggested replacements too (KEF Q650c, Q350c, or Q250c). Especially since I doubt I'd be able to sell the matching Aurora 300 pair for a reasonable price, so that's money just mostly gone. But I'm looking to make the best decision I can within my budget, so I'm open to either approach. On the merits of their qualities, I'm just not sure what their tradeoffs are. Is one or any of the KEF's going to have some better sound properties that offset the Aurora 300's benefit of timbre match (primary home theater, though multichannel music is an interest)? Or is the Aurora 300 generally the way to go if I put in the extra effort to make it fit? And as an additional note, is there a good way to tell if this is one of the speakers that will perform well on it's side (or even another Aurora 1000 on it's side, at the price point this approaches anyway)?\\n\\nB) Using @sweetchaos 's excellent thread I dug into subwoofers more dedicatedly, additionally guided by everyone's suggestions here. I think I'm aligning on either going with a PB1000 or PB2000. The PB2000 looks a bit overdone for my room vs the 1000, but I can't quite tell for sure from the threads I'm reading. The back of the room does open up to more of the house, but I'm not concerned with the sound out there obviously (unless that opening affects the needs of having a 2000 in the theater room itself).\\n\\nC) From reading Matias's sheet and speedrunning my understanding of amplifiers today, I think I'm looking at a Hypex Ncore NC502MP 2 channel. Not ideal for my original budget, but it seems like the sensible choice for value and performance for my equipment, from what I'm reading.\", \"url\": \"https://www.audiosciencereview.com/forum/index.php?threads/7-2-4-home-theater-first-time-build-advice.41251/\", \"with\": [\"Primarily home theater use, secondarily for music\", \"Except for the center dispersion thing, that would bug me for years. The rest lo\", \"-The center channel is critical and can limit your theater if not chosen well. Y\", \"B) Using @sweetchaos 's excellent thread I dug into subwoofers more dedicatedly,\"], \"without\": [\"FAQ (Read First)\", \"Review Index\", \"Privacy policy\", \"Terms and rules\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5103", "input": "https://www.ecoustics.com/electronics/forum/home-theater/8607.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5103\", \"ground_truth_path\": \"source/test/ground-truth/5103.json\", \"ground_truth_sha256\": \"ebfe227a50840361b01ef2eefa95f00875e62a1706c89788d93952de395ef4de\", \"html_path\": \"source/test/html/5103.html.gz\", \"html_sha256\": \"fb1b0964bf335682b45b1b54fb32951957ffd90aa153804bc4186506172b11d2\", \"page_type\": \"listing\", \"reference\": \"Home theater set up\\n\\nTips for Choose Home Theater Seating\\n\\nSimply HDMI question\\n\\nHome Receiver question\\n\\nSetup questions for integrated speakers\\n\\nHome theatre set up question\\n\\nMy first Home Theater setup - Help for a newbie!\\n\\nUnable to enable ARC between Hisense & Yamaha\\n\\nLooking for a basic 2.1 audio set up\\n\\nQuestion - Just finished my home theater and not getting the sound ...\\n\\nHeadphone setup\\n\\nlogik l32sbin16 Bluetooth soundbar adding speakers\\n\\nEmotiva vs ARX vs NHT 7.1 Home Theater Speakers\\n\\n2 speakers to 2 channels with 1 cable\\n\\nHi i want to use very wide dispersion in ceiling speakers to use\\n\\nUsing curtis dvd 5041 home theater sytem/ to listen to tv\\n\\nUsing Bose 900 Lifestyle system with alternate receiver\\n\\nHow to connect 6 speakers to a 4 port connector\\n\\nSetup help needed\\n\\nKm-205\\n\\nHelp needed connecting TV to receiver\\n\\nBose series 5 acousmass Speakers compatability\\n\\nHome theatre system help needed\\n\\nReceiver to accompany B&W's ?\\n\\nWall Mounted Shelving Solutions\\n\\nMy TV Mount Installation and Review\\n\\nCompare A/V Receiver\\n\\nDurabrand HT-3916\\n\\nProblem with sound sync\\n\\nSurround sound not working with Pioneer VSX 821 and Bose acoustimas...\\n\\nSamsung Smart TV, Yamaha Rxv577 and Harman Kordan Speakers\\n\\nWiring Diagram for Surround Sound\\n\\nSurround sound setup for Dummies (me)\\n\\nNeed Advice On Surround Sound Hook Up\\n\\nPre-Installed Built In Surround Sound\\n\\nOver the Fireplace Mount\\n\\nPROJECTOR users' thread\\n\\nOutdoor Summer Home Theater\\n\\nWho's used XBMC?\\n\\nBeginner to Home A/V need some advices\\n\\nHow to hook up reciever\\n\\nNew house has a bunch of wires - how do I make them work?\\n\\nNo sound from TV when playing DVDs\\n\\nWill 6 ohms speakers work on 4 ohms amplifier\\n\\nTouchsquids' Android remote app\\n\\nCan anyone suggest a better setup for around 2500\\n\\nVideo Noise & Clipping Issue\\n\\nAudio lag\\n\\nWill 4-ohm speakers work with 8-ohm receiver?\\n\\nHelp with spectrum Rs-232\\n\\nNew set up\\n\\nNew 3 rd floor attic transformation\\n\\nHelp getting more powerful sound from front speakers please. Thanks!\\n\\nLooking to build componet system. I NEED HELP!\\n\\nDirectTV, 5.1 Surround & Projection HDTV Challenges\\n\\nNeed help with first time setup\\n\\nQuestion about receiver hookups!\\n\\nHome theater setup with mix of old and new tech\\n\\nIs it OK to mount bookshelf speakers on their side?\\n\\nHDMI switch/splitter question\\n\\nCauses for Audio Distortion\\n\\nRunning 2 subs from 7.2 vs 7.1 with Y-splitter?\\n\\nSaying hello , have a couple of questions concerning Pioneer SX-315...\\n\\nBi-wiring or bi-amping speakers/receiver\\n\\nSony home theater\\n\\nPanasonic surround sound\\n\\nHome Theater 5.1 Speakers (Budget)\\n\\nNew Theater setup- 4 ohm with 6 ohm minimum receiver?\\n\\nLG HT836THW Home Theater Multi Region\\n\\nSurround sound dilemma\\n\\nEducate and Enlighten me; A Wiring Dilema I'd appreciate your help....\\n\\nJBL-E90 * DT Pro Cinema 600 > Integration/ Setup...\\n\\nProblem with Denon AVR1910 - Help please\\n\\nNeed help in hooking this up\\n\\nConnect ACS45 Altec Lansing Subwoofer into VSX-1021-K Pioneer Recei...\\n\\nSurround sound through tv\\n\\nCerwin Vega LS-12's Issue\\n\\nPioneer VSX AV Receivers - If Wired Broadband and AS WL 300 Not Ava...\\n\\nAdvice: Replace my HK AVR 635\\n\\nOver The Air TV and Optical audio connection to Denon 591 AVR\\n\\nNeed Help, New at HDMI Advice appreciated\\n\\nWhat is an acoustically transparent screen?\\n\\nSound distortion on front right and left speakers\\n\\nIR or All-in-One Remote Control?\\n\\nCan I Mix \\\"In Wall\\\" with Free Standing Speakers?\\n\\nDepth issues: Narrow reciever suggestion for 2.0 music TV setup....\\n\\nHow do I setup my samsung LED smart TV, HD comcast cable box, and d...\\n\\nHow do I hook up center channel (speaker wire to RCA)\\n\\nCheap Home Theater Set Top Boxes\\n\\nHow to Use the Calculator\\n\\nIn the market for $700 to $1000 A/V Receiver\\n\\nNeed some speakers to place outdoors for all weather conditions?\\n\\nBlu ray video run through AVR or not.\\n\\nNew to surround, some new equip, some older setup help\\n\\nHK AVR-85 setup (newbie question)\\n\\nDenon AVR 3808\\n\\nNeed help with surround sound system\\n\\nYamaha RX-667 vs Denon AVR1611\\n\\nI have a Dish Duo receiver and want to connect 2 dvd recorders\\n\\nHow to connect a samsung home theater to my lg plazma tv ?\\n\\nNad 310, Blueray, LCD screen wiring help!\\n\\nBest way to wire up the following ...\\n\\nAudio cable with hd\\n\\nNew home theater confused on connections =[\\n\\nHarmon Kardon AVR2600 with fluance av-htb ADVICE NEEDED!\\n\\nConnecting Cable box, xbox360, tv, and Sony HT CT150 Home theater s...\\n\\nComponents are turned off before cleaning.\\n\\nIs it worth getting a surround sound system with this room?\\n\\nDVD player stopped recognizing the TV???\\n\\nPioneer VSX-820 + Optima HD806\\n\\nQuality cable\\n\\nDifference between a $17 and a $150 HDMI cable\\n\\nHELP with connecting ss/home theater to DTV box and TV\\n\\nHigh Current vs Wattage\\n\\nNo sound from USB drive\\n\\nSpeaker location.\\n\\nHelp connecting non-HDMI TV to Receiver, Blu Ray both with HDMI\\n\\nHome Theater Shopping Tip\\n\\nPlanning Home Theater Installation\\n\\nLooking to buy a 2.1 or 3.1 Home Theater System\\n\\nNeed Help to choose a good Home Theatre\\n\\nConnecting my new tv to my old sound system\\n\\nHelp hooking up PS3, HTiB, and HDTV?!?!\\n\\nGetting 5.1 sound ftom HT\\n\\nParametric EQ\\n\\nPassive Subwoofer Question\\n\\nArchive through June 10, 2011\\n\\nArchive through September 02, 2010\\n\\nArchive through January 22, 2010\\n\\nArchive through June 21, 2009\\n\\nArchive through January 04, 2009\\n\\nArchive through July 23, 2008\\n\\nArchive through February 18, 2008\\n\\nArchive through November 21, 2007\\n\\nArchive through August 09, 2007\\n\\nArchive through May 09, 2007\\n\\nArchive through February 27, 2007\\n\\nArchive through January 20, 2007\\n\\nArchive through December 14, 2006\\n\\nArchive through October 21, 2006\\n\\nArchive through August 25, 2006\\n\\nArchive through July 04, 2006\\n\\nArchive through May 20, 2006\\n\\nArchive through April 03, 2006\\n\\nArchive through February 23, 2006\\n\\nArchive through January 29, 2006\\n\\nArchive through January 04, 2006\\n\\nArchive through December 15, 2005\\n\\nArchive through November 28, 2005\\n\\nArchive through November 01, 2005\\n\\nArchive through October 02, 2005\\n\\nArchive through August 18, 2005\\n\\nArchive through July 14, 2005\\n\\nArchive through June 13, 2005\\n\\nArchive through May 14, 2005\\n\\nArchive through April 11, 2005\\n\\nArchive through March 05, 2005\\n\\nArchive through January 29, 2005\\n\\nArchive through January 08, 2005\\n\\nArchive through December 23, 2004\\n\\nArchive through December 01, 2004\\n\\nArchive through October 26, 2004\\n\\nArchive through September 08, 2004\\n\\nArchive through July 19, 2004\\n\\nArchive through May 25, 2004\\n\\nArchive through April 01, 2004\\n\\nArchive through January 30, 2004\\n\\nArchive through November 16, 2003\", \"url\": \"https://www.ecoustics.com/electronics/forum/home-theater/8607.html\", \"with\": [\"Home theater set up\", \"My first Home Theater setup - Help for a newbie!\", \"Emotiva vs ARX vs NHT 7.1 Home Theater Speakers\", \"How to connect 6 speakers to a 4 port connector\"], \"without\": [\"Copyright\", \"Meet the Team\", \"Forgot Password\", \"ecoustics logo\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5104", "input": "https://forum.polkaudio.com/discussion/181290/advice-on-home-theater-speaker-setup", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5104\", \"ground_truth_path\": \"source/test/ground-truth/5104.json\", \"ground_truth_sha256\": \"78ba0d89c3ec7de6b41b756d4e27ae13fcd417ad6b0b316073eacfdf5e99e767\", \"html_path\": \"source/test/html/5104.html.gz\", \"html_sha256\": \"2f322581bf2aa007499d6be6d0c333ec53f880c36a0bc9f1e82717f45b7db06f\", \"page_type\": \"forum\", \"reference\": \"Hi there -- We're creating a small home theater in a room that's about 14x11. I'm considering a 7.1 setup and was hoping to get some advice about my speaker choices before I make my purchases. Here's what I'm considering:\\n\\n* Receiver: Denon 2300W -- sorry, I already have this but everything else will be Polk\\n\\n* Center channel speaker: Polk Audio Signature S35 American HiFi Home Theater Slim Center Speaker\\n\\n* Front speakers: Polk Audio OWM5 Multi-Purpose Home Theater Speaker (mounted at ceiling height in the front corners of the room)\\n\\n* Center surround speakers: Polk Audio RC60i 2-Way In-Ceiling Speakers (in-ceiling, about halfway back in the room)\\n\\n* Rear surround speakers: Polk Audio RC65i 2-Way In-Wall Speakers (in-wall on the right and left walls, even with the seating area at the back of the room, probably about 4 1/2 feet off the ground though they could be higher or lower)\\n\\n* Sub-woofer: Polk Audio PSW505 12-Inch Powered Subwoofer (on floor in front of room)\\n\\nAdvice or feedback on any aspect of this setup would be greatly appreciated. My only previous experience with surround sound is with an entry level 4.1 home-theater-in-a-box system from Sony. Although I have certainly done some research to get to this point, I am still new to this so there is no advice that is too basic or obvious for me. That said, I am particularly clueless about things like timbre matching and the like.\\n\\nOverall, I don't need this to be the fanciest home theater in the world, but I do want this to feel like a proper home theater experience. I'm hoping that the speaker system will be the stalwart of the system, so that it will serve me well even if I should feel compelled to upgrade screens and/or projectors in the future. I picked out these components with that objective in mind, hoping that they would get me the most bang for the buck.\\n\\nThank you in advance for your thoughts.\\n\\nmdmsaab\\n\\nThanks DSkip. Unfortunately the whole front left side of the room is a double-wide doorway, so there isn't a way to put a floor speaker on that side. Thus, the only way to have the two front speakers balanced is to have them high. I can mount them such that they are angled downward toward the viewing area. Would that solve the \\\"wackiness\\\"?\\n\\nmlistens03\\n\\nIf your willing to buy used, I would suggest getting The older Polk LSi series, but your gonna need a separate amplifier as they are very hard to drive, so these are not a very budget option.\\n\\nI agree with Dskip that you should get floorstanding speakers, and see about getting speakers from the same line (for example, signature s60, s15, etc.)\\n\\nYou could also find the newer LSiM series, which is much easier to drive, but your not gonna find them for cheap either.\\n\\nJaybeez\\n\\nAgree with Skip. One other thought might be going with S15s or S20s in the front to go with your center. Then the front soundstage is well matched.\\n\\nrooftop59\\n\\ny'all can't read\\n\\nrooftop59\\n\\nI had in-ceiling fronts for over a year (now used as atmos heights) with a beefy center channel and 2 good subs. Honestly, for home theater is was pretty awesome. Once in a while things panning across the front stage sounded a bit wacky as @DSkip says, but most of the time I didn't notice.\\n\\nThat setup taught me that it really is true that in a surround setup the two most important speakers are your center and your sub. Having said that, I would personally look for a used CS400i or a CSi5 or CSi A6. A big, beefy center will make all the difference. And if you can, I would look outside polk for a sub. SVS and HSU make pretty much the best bang for your buck subwoofers, although you would have to up to budget a bit. I have owned a LOT of subs, and I would personally go subless for a while if that's what it takes to save and up increase the budget a bit. But if you really are tight, the PSW505 is a solid choice for the $$$.\\n\\nFinally, I would just go with in-ceiling speakers for fronts. You can angle the tweeters. I have not been impressed with the ones you are looking at.\\n\\nFestYboy\\n\\nAny chance of spinning the room 180°?\\n\\nmdmsaab\\n\\nThanks for the feedback everyone. Some responses below:\\n\\nAny chance of spinning the room 180°?\\n\\n@FestYboy No, I'm afraid the room orientation won't work that way.\\n\\nBut if you really are tight, the PSW505 is a solid choice for the $$$.\\n\\n@rooftop59 Ok thanks for the suggestion. I do think that a sub is about the easiest thing to upgrade in the future, so I will probably hold off on that upgrade and stick with the PSW505 for now.\\n\\nFinally, I would just go with in-ceiling speakers for fronts. You can angle the tweeters. I have not been impressed with the ones you are looking at.\\n\\n@rooftop59 This is interesting and not something I had considered. We had the room wired for wall-mounted in the front because I thought it would be most important for the front speakers to point out toward the viewer and due to the aforementioned doorway in the front of the room there was no way to do in-wall for the front speakers. I also thought that wall-mounted would give me options with more power in those front speakers. Bottom line is at this point, I'm afraid it would require some messy drywall and painting work to change that, so I think the in-ceiling option is out.\\n\\nIn terms of the OWM5's, have you tried them before or are you just looking at the specs? Can you be more specific about what hasn't impressed you about them?\\n\\nAgree with Skip. One other thought might be going with S15s or S20s in the front to go with your center. Then the front soundstage is well matched.\\n\\n@Jaybeez This is an interesting idea as a replacement for the OWM5's. The cost of a pair of S20's is basically the same as the OWM5's. The downside is that they are way bigger and also only come in black or walnut. For the upper-corner-mounting I have in mind, this means they will stand out / stick out a lot more than the OWM5's (they are about 15\\\" deep vs 4\\\" deep for the OWM5's).\\n\\nGiven this trade-off, is there any way to describe to a newbie like me what would be gained from a sound perspective with the S20 vs the OWM5?\\n\\nmlistens03 wrote: »\\n\\nYou could also find the newer LSiM series, which is much easier to drive, but your not gonna find them for cheap either.\\n\\n@mlistens03 Thank you for the suggestion, but I'm afraid that series is outside my budget.\\n\\nrooftop59\\n\\nDon't forget the center channel! Check out this thread: http://forum.polkaudio.com/discussion/181107/csi-a6-with-s60#latest\\n\\nI have actually only heard to OWM3s. They were very thin sounding, no bass, and hollow mids. Would probably work for surrounds or atmos/heights, but I couldn't use them as my mains.\\n\\nI second the suggestion to go with bookies up front, even if they are high. I love polk speakers, but none of us here have an exclusive relationship with polk. For some, its an open relationship, for others, its like your first love that you look back on fondly lol. The point is, there are other options. Polk's sister company - definitive technology - makes the promonitor and procenter speakers. A pair of either 800 s or 1000s in white would absolutely crush those OWM5s, and can definitely hold their own with the signature series. There are some NOS, but most are used at this point:\\n\\nhttps://www.ebay.com/itm/DEFINITIVE-TECHNOLOGY-ProMonitor-800-WHITE-PAIR-Surround-Speakers/400841586138?epid=69640557&hash=item5d540535da:g:EDAAAOSwaeRZHx4m\\n\\nhttps://www.ebay.com/itm/DEFINITIVE-TECHNOLOGY-ProMonitor-800-WHITE-PAIR-Surround-Speakers/400841586138?epid=69640557&hash=item5d540535da:g:EDAAAOSwaeRZHx4m\\n\\nmdmsaab\\n\\n@rooftop59 Wow, this is super helpful -- thank you! I had no idea that Definitive and Polk were the same company. Ditto for Denon.\\n\\nA pair of either 800 s or 1000s in white would absolutely crush those OWM5s, and can definitely hold their own with the signature series.\\n\\nI'm surprised to hear you say that the 800's would be so much better than the OWM5's -- yet you sound so confident it's hard not to be persuaded by your POV on that. The Definitive options are indeed way more compact and also much easier to mount than the S20's. They're even better than the OWM5's in that respect. And they're in roughly the same cost ballpark, so I'd be totally inclined to go with them.\\n\\nDon't forget the center channel!\\n\\nIn terms of center channel, I had been thinking about the Polk Signature S35. But now I'm wondering if I need to be thinking about a Definitive 1000/2000 to match the front speakers.\\n\\nBottom line, here's where this leaves me in terms of questions:\\n\\n1) Front: 800's vs 1000's -- It's only ~$100 difference in total price so I could do either. However, since you recommended both, I'd be inclined to go with the 800's, both since they're cheaper and smaller. But please tell me if you think there's enough difference in the sound that I'd regret that in my size space.\\n\\n2) Center: Here are my assumptions:\\n\\na) if I go with Definitive fronts, better to pair them with a Definitive center than a Polk center\\n\\nb) I wouldn't be losing anything to go with the 1000/2000 over the S35\\n\\nc) the choice of 800 vs 1000 for fronts should not affect the choice of 1000 vs 2000 for center\\n\\nWould you agree with those assumptions (they could all be wrong for all I know)? If so, all things being equal, I've been told that the center channel is most important, so I would be inclined to spend more for the 2000 in the center even if I went with the 800's in the front.\\n\\n3) Is there anything that would conflict sound-wise between a Definitive front soundstage as described above and the other components I listed in my original post (RC60i center surround, RC65i rear surround, PSW505 sub)?\\n\\nThank you again!\\n\\nmrloren\\n\\nHello and welcome to club Polk,\\n\\nWhat would be really helpful is a picture of the room where you are putting in the HT.\\n\\nI had in-ceiling for my front stage for a bit... nope didn't like them. Now they are used for front height.\\n\\nFor your front soundstage best to have them matching as best you can. The Deftech's are a good speaker and will serve you well if you go with them.\\n\\nAs for the RC speakers, they are for affects and will be good. I'd look at Polk SC/MC line. I did replace RC80i I had for rears with MC80 and yes it is a nice improvement.\\n\\nSub, The PSW505 is a great bang for the buck sub. Any HSU or SVS is night and day better.\\n\\nPolk Signature S15 and S10 have keyhole wall mounts built in. If you can wall mount they would be a great option. Without a room layout it hard to tell.\\n\\nI do have one warning. We love spending others money on the forum\\n\\nCheers\\n\\nmdaudioguy\\n\\n@rooftop59 Wow, this is super helpful -- thank you! I had no idea that Definitive and Polk were the same company. Ditto for Denon.\\n\\nI'm surprised to hear you say that the 800's would be so much better than the OWM5's -- yet you sound so confident it's hard not to be persuaded by your POV on that. The Definitive options are indeed way more compact and also much easier to mount than the S20's.\\n\\nMake no mistake, the DTs and Polk Signatures are very different animals. How big is your room? I've been a big proponent of satellite HT systems like the DT 800/1000 in small to mid-sized rooms. In a bigger room, larger speakers catch up quickly. Honestly, the OWM speakers are fine for ambient sound, but no one will ever recommend them for main (front) speakers.\\n\\nWelcome to CP!\\n\\nFestYboy\\n\\nmdaudioguy wrote: »\\n\\n. How big is your room?\\n\\nHi there -- We're creating a small home theater in a room that's about 14x11\\n\\nmdaudioguy\\n\\nmdaudioguy wrote: »\\n\\n. How big is your room?\\n\\nHi there -- We're creating a small home theater in a room that's about 14x11\\n\\nReading.... Yeah, satellites can thrive in a room that size. About the same as mine with the DT ProMonitors.\\n\\nmdaudioguy\\n\\nrooftop59\\n\\nI think 800s with a 2000 center would be for fine, 1000s and 2000 if you can swing it!\\n\\nAnd yes, just to be clear, def tech and polk are separate companies with separate r&d and engineers and House sounds. Same owners, some overlap in marketing and customer service.\\n\\nI see no problem in the mixing of mains and surrounds, but after all look at my sig!\\n\\nscubalab\\n\\nI’ll add another option (and I’ll have to confirm the model). I picked up a little Martin Logan 5.1 sub/satellite system on the local CL about 5-6 years ago for (IIRC) under $100. I installed them in our 16’x16’ master bedroom with cathedral ceiling. I initially had a cheap (Best Buy model) Pioneer receiver, but upgraded to a Pioneer Elite. I have to say that the little ML sub/sat system sounds absolutely fantastic - even in that large space. We have a much more substantial home theater (with a LOT more invested in it) that is very nice. I never expected that bedroom surround setup to come as close to the main HT as it does. So, don’t rule out a good sub/sat setup!\\n\\nmrloren\\n\\nThe HTiB sets are not bad for just movies and TV. It's when music is played that's where they lack. Best Buy has a Definitive 5.1 set that they put on sale every month for $599. It is actually very good on movies. Now does it compare to a real HT setup, NO.\\n\\nI know the M/L setup, not a bad system, NewEgg had them a few years ago for $199. A couple of coworkers got them, couldn't be beat for the money.\\n\\nscubalab\\n\\nYep - agree with the music shortfalls of the sub/sat systems!\\n\\nThe model I have is the Martin Logan MLT-2. I found an old MSRP of $1,199.95 on it, but think it more realistically sold normally in the $500 - $600 range. It makes sense that they might have come down to $200 - $300 eventually, and now show up used for under $200.\\n\\nhttps://www.martinlogan.com/en/product/mlt2\\n\\nI paid $75 for it around 5 years ago, and am still blown away at how impressive it is for its size and what I paid! I'd have to spend 5-10 times that much to better this little setup.\\n\\nAgain, in the HT, I'm running LSi7's, LSi-M704c, LSi/FX, 700-LS, dual 18\\\" DIY subs with a Marantz 7702, B&K Reference 200.7, and Crown XLS-2500. Don't get me wrong, it is a lot more enveloping than the bedroom surround. But, it was also an investment of approximately 50 times what I have spent on the bedroom surround!\", \"url\": \"https://forum.polkaudio.com/discussion/181290/advice-on-home-theater-speaker-setup\", \"with\": [\"* Receiver: Denon 2300W -- sorry, I already have this but everything else will b\", \"In terms of the OWM5's, have you tried them before or are you just looking at th\", \"Polk Signature S15 and S10 have keyhole wall mounts built in. If you can wall mo\", \"I paid $75 for it around 5 years ago, and am still blown away at how impressive \"], \"without\": [\"Share on Facebook\", \"Polk Audio Forum\", \"Vanilla Discussion\", \"ShareThisButton\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5105", "input": "https://forum.ascendacoustics.com/home/forum/ascend-acoustics-discussions/loudspeakers-subwoofers-accessories-electronics/6898-home-theater-speaker-recommendations", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5105\", \"ground_truth_path\": \"source/test/ground-truth/5105.json\", \"ground_truth_sha256\": \"c2e9296f12a092cd9711870922a1bc8cf1343cccd06c7ceadf6e8088f9bf1131\", \"html_path\": \"source/test/html/5105.html.gz\", \"html_sha256\": \"9d21e350569bebfa48e29aacb8fdc1449a339e2f5a50b49aa5c075c2a71495d8\", \"page_type\": \"forum\", \"reference\": \"Hello all!\\n\\nI'm pretty new to the home theater/audiophile world and still have a lot to learn but I'm looking to upgrade my existing HT setup to something that I won't have to upgrade for a long while. This setup is currently used for movies, music, video games. After a few weeks of research and reading reviews, I've decided to go with speakers from Ascend Acoustics*!\\n\\nI plan on upgrading over time and am wanting to start with my LR first. My setup currently consists of the following:\\nReceiver: Denon S540BT (5.2 70W)\\n\\nLR: Infinity R253 Towers\\n\\nC: Infinity RC252\\n\\nSurrounds: Bose161\\n\\nSubwoofer: SVS PB-2000 Pro**\\n\\nHere is some information on the room itself:\\nThe HT room is in my basement and is 14x27x8\\n\\nThe TV is mounted on the wall\\n\\nThe LR speakers are about 8 feet apart from one another\\n\\nThe primary listening seat is about 8 feet from the LCR speakers\\n\\nThe Left speaker is in front of a drywall wall and is next to an opening that goes into another area in the basement\\n\\nThe Center speaker is sitting on top of a TV console\\n\\nThe Right speaker is in a corner with a drywall wall and a window that is covered with an insulating curtain\\n\\nI'm currently trying to decide between the Sierra LX's or the ELX Towers for LR. I have never owned a pair of bookshelf speakers and am a little worried about the room being too large for them. Given the large size of the room, 8-ft distance from LCR, and the subwoofer that I have, which would be preferred?\\n\\nAs for the center, I need to do a bit more research between 2-way and 3-way. My first thought is \\\"bigger number is better so I should go with a 3-way speaker\\\". I'm assuming that if I were to go with the LX's then a 3rd LX for the center would be preferred, correct? Or Would the LX's pair better with a 3-way center? If I go with the ELX Towers, would the ELX Horizon be the recommended center?\\n\\nFor the surrounds, I'm not sure which way to go. Would the Sierra LX's be overkill?\\n\\nIf there's any additional information or clarifications needed or if I'm generally misunderstanding something, please let me know!\\n\\nThank you!\\n\\n- Greg\\n\\n*I've decided to go with Ascend both after seeing how high the Sierra LX's ranked on this speaker recommendations list on the Audio Science Review forums and after seeing how involved the owner is on these forums\\n\\n**This was recently upgraded and will not be upgraded\\n\\nracrawford65\\n\\nI own both the LX and the Towers (originally version 1 with RAAL but upgraded to ELXv2 with RAAL). IMO, you can't go wrong with either product. When I first got the LX's, I put them in my main system for a few weeks. My room is 16x12x12, but open to rear (16x12x12) and left side (~20x22x11). I sit about 9' from the speakers. The LX were fine here. That said, considering your room size, the dedicated midrange, and the higher efficiency, I'd go with the Towers if your budget permits. In my case, I prefer the RAAL to the Titan tweeter, even with rock/metal music (which is what I generally listen to). The Towers are Ascend's top of the line speaker and you won't ask yourself what if?\\n\\nIn either case (LX or Towers), I'd go with the Horizon center as the center is key to HT/movies. I started with an S2 as center (with S2 as LR, as well), moved to the Duo center, and then to the Horizon. Each was a step up, with the Horizon being a very big jump.\\n\\nAs to surrounds (or ATMOS), in my use case they are primarily for movies as I don't generally listen to MC music. So, I'm in the \\\"don't have to be expensive\\\" camp for surrounds or Atmos. Originally, I was using HTM200's as surrounds (and added as ATMOS), When I moved to the Towers, I moved the S2's to surround duty (and upgraded these to S2EXv2). That said, the HTM's worked great as surrounds and could have easily kept them. What I like about the HTM is that I could mount them directly on the wall.\\n\\nIn the end, I'd strongly suggest calling Dina/Dave at Ascend to discuss your room, system, listening habits, etc. to get their recommendation. They'll give you a straight answer without any upsell.\\n\\ndavef\\n\\nHi Greg,\\n\\nMy sincere apologies as I missed this post. Did you reach out to us directly? Have we answered all of your questions?\\n\\nThanks in advance!\", \"url\": \"https://forum.ascendacoustics.com/home/forum/ascend-acoustics-discussions/loudspeakers-subwoofers-accessories-electronics/6898-home-theater-speaker-recommendations\", \"with\": [\"I plan on upgrading over time and am wanting to start with my LR first. My setup\", \"The primary listening seat is about 8 feet from the LCR speakers\", \"As for the center, I need to do a bit more research between 2-way and 3-way. My \", \"*I've decided to go with Ascend both after seeing how high the Sierra LX's ranke\", \"I'd go with the Horizon center as the center is key to HT/movies\"], \"without\": [\"Forgot password or user name?\", \"Speaker pairs\", \"Center speakers\", \"Today's Posts\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5111", "input": "https://patient.info/features/healthy-living/10-daily-habits-for-healthy-weight-loss", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5111\", \"ground_truth_path\": \"source/test/ground-truth/5111.json\", \"ground_truth_sha256\": \"83ca429b47bd2572159f7a32736c43374ec550c53b3cfedb4e4c3203b77177b0\", \"html_path\": \"source/test/html/5111.html.gz\", \"html_sha256\": \"43a9ac1ff3f61b56259b36b5d7e2e6e50f0404d81455631744af31fb04a528d2\", \"page_type\": \"article\", \"reference\": \"10 daily habits for healthy weight loss\\n\\nBalancing a busy schedule with weight loss goals can feel overwhelming. But the good news is that small changes can make a big difference. Experts agree that introducing simple steps to your daily routine can help you lose weight healthily.\\n\\nAre you a healthy weight?\\n\\nOne way of judging whether your weight is in the healthy category is to use a Body Mass Index (BMI) calculator. This gives a general guideline of whether your height is proportional to your weight.\\n\\nWhile it is a useful guide, Alyssa Pacheco, a registered dietitian from Greater Boston, USA advises that having a BMI within healthy limits, doesn't necessarily mean you're healthy. Similarly, having a BMI that falls into the overweight category doesn't mean that you're unhealthy.\\n\\n\\\"If your weight is healthy, you should feel good on a routine basis,\\\" she says. \\\"Having energy to get through your day, healthy hair and nails - and even regular menstrual cycles in women - are all good signs your weight is healthy.\\\"\\n\\nAvery Zenker, a registered dietitian from Ontario, Canada explains that the concept of having a healthy weight is broad, and can be influenced by various factors.\\n\\nThese include:\\n\\nAge.\\n\\nSex.\\n\\nMuscle mass.\\n\\nBone density.\\n\\nGeneral health.\\n\\nHow to lose weight healthily\\n\\nMaintaining a healthy weight could reduce your chance of developing health conditions such as:\\n\\nThe average woman needs around 2,000 calories per day, while men need 2,500. However, keeping a healthy weight through diet goes beyond counting calories.\\n\\nDr Supatra Tovar, a clinical psychologist and registered dietitian, based in Pasadena, USA recommends approaching weight loss with a focus on long-term health, rather than quick - potentially harmful - fixes.\\n\\nPacheco adds: \\\"When you focus on your habits, such as healthy eating and exercise, your weight tends to level out exactly where it wants to be - and that's usually your healthiest weight.\\\"\\n\\n1. Eat more protein\\n\\nProtein is vital for growth, recovery, and giving your body essential nutrients. It can also help with healthy weight loss.\\n\\nPacheco says: \\\"Protein keeps you feeling full for longer. It can lower ghrelin - the body's hunger hormone - and increase the hormone that reduces appetite (peptide YY). Including more protein in your diet - alongside complex carbohydrates and healthy fats - will make you feel less hungry.\\\"\\n\\nGood sources of protein include: Meat (lean cuts), fish, dairy products, eggs, beans, peas, lentils, nuts, whole grains.\\n\\n2. Increase your fibre\\n\\nYou should eat at least five servings of different fruits and vegetables a day. They're full of vitamins and minerals, and a great source of fibre.\\n\\nPacheco explains that fibre is a non-digestible carbohydrate that keeps your blood sugar levels stable, enhances your overall health and makes you feel fuller.\\n\\nZenker adds that fibre has very few calories, and your body digests it slowly, which helps you feel full.\\n\\n\\\"The water content in fibre adds volume, which stretches your stomach and signals fullness,\\\" she says. \\\"Water-rich foods such as vegetables and fruit can help increase the volume of meals.\\\"\\n\\nGood sources of fibre include: berries, pears, kiwis, apples, bananas, broccoli, brussels sprouts, avocados, carrots, whole grain breads, quinoa, oats, beans, chickpeas, lentils, potatoes.\\n\\n3. Cut back on processed foods\\n\\nYou should eat less ultra-processed and high-calorie foods.\\n\\n\\\"These foods are not only high in calories,\\\" Zenker warns. \\\"But low in vitamins and minerals.\\\"\\n\\nFoods to limit your consumption of include: fast food, sugar-sweetened drinks, pastries and sweets, fried foods, and processed meat - for example, burgers, bacon and sausages.\\n\\n4. Simple swaps\\n\\nReplacing high-saturated-fats, and sugary foods with options that promote healthy weight loss can have a significant effect.\\n\\nAccording to Pacheco, some examples of this include:\\n\\nReplacing sugary cereal with wholegrain alternatives.\\n\\nSwapping sour cream for plain Greek yoghurt.\\n\\nEating fresh fruit instead of drinking juice.\\n\\n\\\"In terms of this last example,\\\" she explains. \\\"Juice may contain vitamins and minerals, but it's missing out on the fibre of the whole fruit.\\\"\\n\\nArabella Featherstone, fitness trainer and health coach, Feathers Food & Fit, Cádiz, Spain says: \\\"Try switching from highly processed carbs to whole grains. Choosing whole grains over white pasta, rice and bread can be a good way to add more fibre into your diet.\\\"\\n\\nOpting for healthy fats such as olive oil, avocados, nuts, and fish instead of unhealthy fats is also a simple way to reduce saturated fat levels.\\n\\n5. Drink plenty\\n\\nYou should drink around 6-8 glasses of water a day to keep your body functioning healthily. However - like Zenker says - drinking enough water can also help you lose weight by making your tummy feel full.\\n\\nThe healthiest way to enjoy flavoured water is to add slices of fruit, herbs, or vegetables for a hint of natural taste. Stay away from drinks that are high in sugar content and limit your alcohol intake.\\n\\n6. Get active\\n\\nAim for at least 150 minutes of exercise a week to help keep a healthy weight.\\n\\nTovar recommends incorporating regular physical activity into your daily routine as the easiest way to do this.\\n\\n\\\"Find an exercise you enjoy - whether it's walking, swimming, dancing, or yoga,\\\" she says. \\\"But don't over-exercise, as this can lead to injuries, long-term fatigue, and burnout.\\\"\\n\\nFeatherstone advises it's best to make gradual and sustainable changes to your exercise routine. She also suggests you eat enough of the right things to give your body the fuel it needs for exercising.\\n\\nExercise is much more than a tool for weight loss. Zenker says it helps improve mood, mental clarity, manages blood sugar, improves sleep, and makes you feel more energised.\\n\\n7. Sleep well\\n\\nMost of us need around 7-9 hours of sleep a night for the good of our wellbeing. It's just as important as eating a balanced diet and getting enough exercise.\\n\\nPoor sleep can make it harder to maintain a healthy lifestyle for weight loss.\\n\\nLack of sleep can lead to:\\n\\nA lower metabolic rate - means your body burns calories slower.\\n\\nIncreased calorie intake.\\n\\nChoosing less nutritious foods.\\n\\nLow energy levels.\\n\\nLack of motivation to exercise.\\n\\n8. Be more mindful\\n\\nMindful eating involves eating slowly to become more in tune with your body's hunger signals. Doing so can help you stop eating when you're full.\\n\\nThis practice transforms mealtimes into a pleasurable and nourishing experience.\\n\\nZenker says \\\"By engaging your senses and listening to your body’s cues, you can develop a healthier relationship with food.\\\"\\n\\nShe explains that the principles of mindful eating involve tuning into your internal hunger and fullness signals to avoid overeating. It also encourages portion control, minimises distractions, and slows your eating pace.\\n\\nTovar recommends the following guidelines to help enhance your mealtime enjoyment and recognise signs of fullness:\\n\\nListen to your body\\n\\nPay attention to your hunger and fullness signals.\\n\\nEat when you're hungry and stop when you feel full - not overfull.\\n\\nBe present while eating\\n\\nSlow down and be present during meals.\\n\\nFocus on your food - savour each bite.\\n\\nAvoid distractions - such as TV or smartphones.\\n\\n9. Be kind to yourself\\n\\nBalancing physical and mental health is important when beginning a weight loss journey. Don't be too hard on yourself if progress is slower than expected.\\n\\nZenker warns that self-loathing and negative self-talk can create a cycle of shame and guilt. This can harm rather than help your health.\\n\\n\\\"An approach rooted in self-love and compassion is better for positive and long-lasting changes,\\\" she says.\\n\\nFeatherstone adds: \\\"Sticking to new eating and exercise patterns can seem a struggle at first, so don’t push yourself to the extreme. Bear in mind that there are often emotional factors associated with certain types of food, and changing things can cause stress and anxiety. If that’s the case then go slow and perhaps talk to a healthcare professional for support.\\\"\\n\\n10. Be realistic\\n\\nSet achievable weight loss goals. A safe and sustainable rate is around 1-2 pounds (0.5-1 kilograms) a week. Gradual weight loss allows your body to adjust and helps preserve muscle mass. Losing weight too fast can lead to health complications.\\n\\n\\\"Remember, losing weight is about being physically healthy - not being physically thinner,\\\" says Featherstone. \\\"Your ultimate goal should be to avoid developing long-term health conditions such as heart attacks, strokes, high cholesterol and blood pressure.\\\"\\n\\nTools such as a calorie calculator can help you plan gradual, sustainable weight loss.\\n\\nUnhealthy ways to lose weight\\n\\nMost experts advise against fad diets that eliminate food groups or severely restrict calories. They are generally unsustainable and harmful to your health.\\n\\nAccording to Tovar diets to avoid include:\\n\\nJuice cleanses: - can lead to dehydration, electrolyte imbalances, and other health issues.\\n\\nRestrictive diets - such as the military diet: can lead to nutrient imbalances, muscle loss, and a slowed metabolism.\\n\\nPacheco warns: \\\"Skipping meals to save calories is also a bad idea. When you skip meals, your blood sugar levels can become more erratic - which leads to cravings and overeating.\\\"\\n\\nIn short, a balanced and realistic approach is the best way to achieve and maintain a healthy weight.\\n\\nIn Tovar's words: \\\"Sustainable weight loss involves balanced nutrition, regular physical activity, and mindful eating practices.\\\"\\n\\nIf you're unsure where to begin - or have underlying health conditions - you should get advice from a specialist before starting on a weight loss programme.\", \"url\": \"https://patient.info/features/healthy-living/10-daily-habits-for-healthy-weight-loss\", \"with\": [\"Balancing a busy schedule with weight loss goals can feel overwhelming\", \"According to Pacheco, some examples of this include:\", \"Avoid distractions - such as TV or smartphones.\", \"Sustainable weight loss involves balanced nutrition, regular physical activity\"], \"without\": [\"Weight loss tips: 10 daily habits to help you lose weight\", \"Skip to main content\", \"Medicines and treatment\", \"Tools and resources\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5115", "input": "https://forums.horseandhound.co.uk/threads/dog-breed-suggestions-for-family.739340/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5115\", \"ground_truth_path\": \"source/test/ground-truth/5115.json\", \"ground_truth_sha256\": \"eb57e9aa29c2a7c540ae4101834bc7e5ff4241c27eb1672f8e64615bfc5c79df\", \"html_path\": \"source/test/html/5115.html.gz\", \"html_sha256\": \"6940be21ad0c13259fae025af3b31c7fbe18df12aa08d40cf7db47935b032859\", \"page_type\": \"forum\", \"reference\": \"We currently have a working cocker who is 10 (don't tell her she is not growing old gracefully) and we are looking at getting a puppy in the next year while she is still young enough to keep up. I was given her six years ago by someone who'd lost patience with her so didn't have a 'choice' of breed.\\n\\nWe have young children 7, 6, 3 and 1 (hence won't be considered by any rescues) who all love dogs and are comfortable around all sizes (up to GSD and golden retriever they've not met bigger) we live in the countryside so lots of long walks on the doorstep, secure large-ish garden. Done agility and running with Pip so will probably look at doing similar in the future. I'm very fortunate I don't have to work so apart from the odd two hours for playgroups etc it won't be left alone.\\n\\nAny suggestions for a breed that can keep up with energetic family, is tolerant, enjoys long walks. At the moment I'm probably going to stick to what I know and get another off her rocker cocker! But don't want to not consider a breed because of ignorance. (Been on the KC website to see what they suggest and after doing the quiz it's basically anything!)\\n\\nThanks in advance.\\n\\nWhippet! Although energetic they usually have an off switch, unlike most cockers. Less hair too.\\n\\nBorder Terrier or lurcher!\\n\\nCome to crufts in march and \\\"do\\\" discover dogs, meet the dogs and breeders to see what would suit\\n\\nYou beat me too it:lol:\\n\\nI've got two and I'll never be without one again. Best dogs in all the world! Mine will run the fells for 5 hours but be equally happy with 20mins of zoomies in the park. Mine love other dogs and people. They genuinely want to be with you and are very, very loving. They are incredibly sunny natured, confident little dogs. I can take them anywhere to do anything with them.\\n\\nMine are full of personality and a pair of complete clowns!\\n\\nThey love to play and make horrifically violent sounds but are actually very gentle with each other\\n\\nThey really do like to be comfortable though!\\n\\nSaw 'discover dogs' mentioned in another post - looks good. Pretty sure it'll win votes from the children! I hear the dog hair issue although my cocker isn't as bad as my ex husbands two GSD's, you literally open the door and see a swirl of hair.\\n\\nDo whippets not suffer with cold? They look very 'fair weather' compared to pip in her untamed winter locks.\\n\\nI'm a very biased cocker fan - they are such great, fun family dogs and very snuggly. However, would a larger terrier also fit the bill?\\n\\nDiscover dogs would be very helpful - when my girls were young, we had a Golden Retriever and she was just AMAZING - patient, gentle, hapoy to walk all day, play in the garden, or just curl up and watch tv, a true family dog. Good Luck in your search.\\n\\nMine dont, they do like to sleep under a blanket but neither wears a coat for walking etc. I think a lot do wear fleece jackets in the house and waterproof coats for walking though.\\n\\nWhat about a Border Collie?\\n\\nI have one I got a couple of years ago who is a bit ASBO - she was farm raised and a working dog so hasn't been socialised. My brother however has 2, he's had them both from 8 weeks old and they have been brilliant with the kids. Yes very energetic but would easily take to agility or flyball.\\n\\nI've found them to be very loving - even my special girl loves nothing better than a cuddle and a tummy rub.\\n\\nFor a family dog with young children I don't think you can go wrong with a golden retriever! Patient, loyal, fun and cuddly, easily trained and great for games of fetch or agility etc.\\n\\nDon't rule out ALL rescues. Most of them do stipulate age restrictions of children, if you speak to them, there are often exceptions to the policy depending on the individual dog being rehomed.\\n\\nI would also recommend discover dogs or/and the discover area at crufts - although everybody thinks their breed is the best so you might get just as confused!\\n\\nLOL! I wondered how long before the whippet Taliban popped up. It was the first suggestion! They always look so cold and miserable when out, it wouldn't do me. I would also worry that a small child being rough might be too much for them.\\n\\nWe all tend to suggest our own breeds, so I always say labrador is the ultimate all round family dog. Easy too. Not so trainable but great fun little dogs, and less hair than a lab would be a border terrier. Lovely dogs.\\n\\nAm off now before the whippet defence league arrive!\\n\\nI always thought (probably hideous stereotype) that labs were incredibly greedy. A lot of food ends up on the floor here! Would be worried that I'd end up with an embarrassingly rotund lab.\\n\\nI'm not sure if you were being deliberately offensive or your just coming across wrong. I'll assume the latter! I could post a thousand pics of mine doing all sorts and absolutely not looking cold and miserable. Maybe the reason they were suggested is that those of us who have them find them utterly charming and ideal family dogs.\\n\\nOn the other hand the vast majority of labs I meet are fat, rude and greedy and would knock a small child flying. I'm sure they arent all like that though!\\n\\nMy aunt always had Border Terriers when I was a child/teenager and I thought they were lovely. Really friendly happy little dogs. But she lived on a farm and they had a job to do as ratters. Not sure what they are like as just pets. I havent actually seen one for a very long time, not sure if thats because they dont make good house pets or if they just arent popular round here?!\\n\\nWould second and third a Golden Retriever if you can put up with the moulting. We had our lovely girl for 16 years, got her when my daughter was 4 years old. She was super soft, friendly, gentle. However, you have to be careful to build up their walks in the early years to protect their joints for the later years.\\n\\nI currently have a Cockapoo, I know there not a 'breed', I know not everyone will agree with the cross, but he is absolutely adorable, playful, friendly, intelligent, loving and will run/walk for miles.\\n\\nOne of ours is, one isn't. You would have a very clean floor!\\n\\nMy small springer gets on well with my beagle. Mine is basically a slightly shorter stockier version of the whippets that have already been described. She doesn't like cold and wet too much but she will still happily go out in it, she just likes being cosy! They are the most cuddly loving dogs and mine certainly is far easier to keep clean than the springer with her little dainty feet compared with spaniel thunder paws\\n\\nI think anyone who allows a small child to be rough with ANY dog regardless of breed, shouldn't be allowed a dog at all!\\n\\nI've always loved staffies for family dogs but not sure they'd appreciate the long long walks..\\n\\nSorry to jump on your thread OP but whippet people...do they need walking a lot?\\n\\nDo you do agility for fun or are you competitive? Some breeds are generally better and faster than others.... but any dog can do it for fun!\\n\\nNo, when I was mega fit I used to fell walk mine 50 or 60 miles a week and they would come back full of running, but that was extreme and on rest days they were settled and quiet. Mine will go jogging for 5k with my OH, and do a couple of hours in the park, but equally be happy with 20mins of zoomies. They do need to be allowed off lead to run though. They are 40mph couch potatoes!\\n\\nAnother vote for Labs. We always had labs when we were throwing up - they are usually brilliant with children. Then I've had them as an adult, also had JRTs, BC and now Forties, none of which I would recommend as family dogs, although actually the BC came from a home with a s all boy and had been fine.\\n\\nIf labs are hoovering up too much, just adjust what you give them at mealtime, they don't have to be fat!\\n\\nI have a whippet and other sight hounds but am not sure I would recommend them for a family with young children. I guess it depends how gentle the children are but as a rule they don't like rough handling, I'm sure mine would be offended by a toddler being clumsy with her.\\n\\nA border collie would be a nice choice. Mine is fantastic with children even though she has never lived with any, will take all the exercise she can get and is tonnes of fun.\\n\\nWe have springers and a Rottie.\\n\\nThe Rottie is a proper family dog, very trainable, loves children. Would be a bit of a porker if I wasn't careful, but very athletic, and a short coat which is great.\\n\\nI wouldn't say a springer is the best family dog tbh. I do love a cocker as well, tbh there are sooo many breeds that would fit in with your lifestyle.\\n\\nGood luck choosing and look forward to pictures\\n\\nStupid auto correct! We were growing up not throwing up!\\n\\nOur Rotties are fabulous dogs and love children but are very boisterous and clumsy, so I wouldn't recommend them for a young family.\\n\\nBorder all the way for me, fun and friendly little dogs.\\n\\nIf you're not keen on the shedding and like agility, how about a poodle? I'm very partial to an apricot standard. Depends on if you can be bothered with the grooming.\\n\\nMake a list of what you want: size, coat type, what you want the dog to do, it might narrow it down for you. Tricky when you have free choice.\\n\\nMy greyhound adores children and looks utterly blissed out with a child wrapped around her neck fussing her ears!!\\n\\nSighthound rescues tend to be pretty good about children too.\\n\\nManchester Terriers are cracking little dogs - I have one and he's amazing. Great at agility, versatile, VERY intelligent, will run for hours or just have a 30 min mooch in the park and cuddle back up on the sofa. They are not the easiest breed though, I'm not gonna lie! Good if you like quirky, shall we say...\\n\\nMy next dog is going to be a Hovawart (although this won't be for a few years! Nothing like planning ahead though...). Look em up, they are gorgeous, great family dogs, and sound like they'd be suited to your house/garden/lifestyle. I've just joined the Hovawarts UK Facebook group, to get more of a feel for the breed, their temperament, potential health problems, behavioural issues etc (not saying they have these, just want to find out as much as poss before diving into getting one). I'd suggest doing similar for whatever breed takes your fancy - just lurk on the breed Facebook group, you find out so much information it's brilliant!\", \"url\": \"https://forums.horseandhound.co.uk/threads/dog-breed-suggestions-for-family.739340/\", \"with\": [\"We have young children 7, 6, 3 and 1 (hence won't be considered by any rescues) \", \"Don't rule out ALL rescues. Most of them do stipulate age restrictions of childr\", \"No, when I was mega fit I used to fell walk mine 50 or 60 miles a week and they \", \"Manchester Terriers are cracking little dogs - I have one and he's amazing. Grea\"], \"without\": [\"Dog Breed suggestions for family | Horse and Hound Forum\", \"Featured content\", \"New profile posts\", \"Latest activity\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5120", "input": "https://permies.com/t/273629/breed-dog-good-family-dog", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5120\", \"ground_truth_path\": \"source/test/ground-truth/5120.json\", \"ground_truth_sha256\": \"faf699905c629606c8fea57234dc19d5e5668600733dc39e4abed4a952a72367\", \"html_path\": \"source/test/html/5120.html.gz\", \"html_sha256\": \"06fc03b12f4aeff431733626a356fb3e32ed9bea11a5b6c0d665f186762af4c0\", \"page_type\": \"forum\", \"reference\": \"Question:\\nWhat breed(s) of dog do you think make good family dogs?\\nDetails:\\nMy kids have been begging for a dog for a while. I may finally be in a position to get one in the next few months.\\nI am not looking for super small or super big. Something along the size of a lab, retreiver, husky, boxer.\\nI plan to have the dog spend most of its time outside.\\nI plan to have other animals on the property.\\nI do plan to get a puppy, but I don't care if it is purebred or not.\\nAny ideas on what I should look for or avoid?\\n\\nAs much as I love my Plott Hound, hounds (like terriers) seem to generally have an innate prey drive that can add some training stress when it comes to barnyard animals. My pup, for example, loves to chase critters and it is the chase that she wants. When she gets to the thing she is chasing, she stands there like a goofball. This unfortunately stresses out whatever they are chasing even if there isn't a physical injury in the end.\\nOn the flip side, my pup is content to be a homebody. The wintertime is cold on her paws and if it is especially bitter I have to carry her 50lb shivering body inside (she has me trained well).\\nI'm a big advocate on 'bully' breeds being a good family dog. I had a rescued Pitbull who wouldn't hurt a fly. She was low energy, low upkeep, and a wonderful companion growing up. My best friend has what is known as an 'American Bully' which is essentially a mixture of different bulldog type crosses. His name is Gimli and he is as if a 50lb sack of potatoes got zoomies for five minutes and then needed to relax for three hours. He is great with young children (riled up he might bump a few) and has shown zero signs of aggression so far.\\nFor me, it comes down to training and time. I hope you might stumble upon your soul dog in the near future.\\n\\nWe have had lots of dog breeds over the years.\\nWe started out with a German Shepherd.\\nThen poodle, malamute, huskie, Labrador Retriever, German Shepard, dachshund, dachshund.\\nIf I were getting another dog it would be a German Shepherd or a Dachshund.\\nI will never ever have another Labrador Retriever. That one would not stay in the yard and brought home other peoples shoes.\\n\\nGet something well-suited to your area. If you want the dog to be comfortable outside, be sure that it has the right amount of fur (Huskies in San Diego don't mix, the dog would be miserable). Same applies to somewhere cold and having a dog suited for warm weather. Look for something smart enough to be trainable, but not so smart that it will get bored and start misbehaving. With kids, I would point out that they need to see the dog and the dog needs to see them before you make a decision because you want to make sure the pup is a good fit for your family. Sometimes with kids, it's about training the kids as much as training the dogs. Dogs can be dangerous, so make sure that any young children are not doing things that might put the dog in a bad spot. I remember that as a kid, I always wanted to ride the family dog like a horse, but it would have hurt him if I tried. I loved that dog and I wouldn't have hurt him, but kids don't always think things through. As a result, it was important for my parents to have the conversation of \\\"the dog is not a horse\\\" to avoid any mishaps. In terms of breeds, Golden Retrievers are the classic option for families, but I wouldn't limit myself. I've met ill-behaved golden retrievers and pitbulls that wouldn't hurt a fly, so you really have to consider both breed characteristics and the specific dog.\\nMy advice: volunteer at the humane society as a family. You can help your children gain skills, confidence, and a work ethic around animals and you can view this as a way to both do a good deed for animals and to look at animals. My childhood dogs were both from the animal shelter and I met both volunteering, and the one I had as a toddler (the one who my parents had to specify was not a horse) came from aging relatives. Either way, you want to know these animals at least a bit before you bring them into your home. I feel obligated to say to remember to get your pets fixed and are up to date on their shots. You don't want eight puppies and you don't want your dogs to have preventable health problems.\\n\\nGolden Retrievers are the consummate family dog. That said, most any dog with low prey drive will work great as a family dog. I will say, I'm very concerned with this: \\\"I plan to have the dog spend most of its time outside.\\\" If that means outside with the family doing things except when you are at work, or outside until I get home from work, and then in with the family, then that's great. If it means \\\"left outside by itself all the time 3 weeks after we got it because the novelty wore off for the kids\\\", then I think you should get fish instead. Dogs are extremely social animals and suffer greatly if they aren't part of the family. There is a saying that goes something like \\\"Your dog may not be your only friend, but you are his.\\\" One of the really sad things in life is the dog that no one ever interacts with. They see their people, start wagging like mad cuz the think someone will finally come see them, and then the kids go ride their bikes. It's a terrible, lonely life for the dog. I'm not saying any of this is how you meant that, but I've seen it a million times, and I currently work as a volunteer with a dog rescue and get to see the end result of people getting tired of their animals.\\n\\nWe have a Romanian Carpatian Shepherd Dog. He's super happy to be outside, an independent thinker (very much in contrast to a border collie) and will adhere to protecting anything that is considered as \\\"family\\\" - kids, other animals, home turf.\\nThe pro's are abundant; he's independent (but requires training! in the first three! years), big+fluffy+hugfactor10, will alert and protect and loves the outdoors. He also doesn't eat much, if that's an issue. We have a border collie and this Carpatian Sheperd dog only eats marginally more than the (more active) border collie. The Carpatian does things mellow - naps a lot, surveillance is done at a mellow pace but thorough...he's a cool guy.\\nThe cons; independent thinking = listening to commando's mostly comes second (after his own assessment), BIG, will want to secure the perimeter = if your terrain isn't fenced all around, he'll roam.\\nYou can find more about this breed here\\n\\nI suggest a golden Retriever; they come in two sizes...\\nThe old original dogs are big boned, with a squarish head and a heavy coat. They have no trouble being outdoors.\\nThe \\\"modern\\\" golden is a smaller, sleeker dog that the breeders seem to favor.\\nThey would prefer to sleep on your couch.\\nA true outside dog would be an LGD, with animals to guard.\\nI have seen snow piles stand up and shake off that were really white Great Pyrenees dogs.\\n\\nI have a Black Lab mix. She is a wonderful, affectionate, extremely loyal dog and I can't imagine our home being the same without her. I would wholeheartedly endorse a Lab or a Lab mix.\\nI have also had a Norwegian Elkhound and she was also affectionate and intensely loyal. She also liked to herd little children to keep them in our yard--my mother ran a day-care out of our house for several years and the little kids (most of them 6 years old or younger) loved to play with her and if one of them wandered too far off or too close to the edge of the yard, she would run over and use her nose to nudge them back into the center of the yard, all while being extremely gentle with them. That said, for being such a friendly, affectionate dog, if someone unknown to her approached the yard, she had an absolutely fierce growl that was positively intimidating if you did not actually know who she was. I had seen people who were around farm animals all their lives be shocked by the intensity of her growl. Of course, it was all for show.\\nEric\\n\\nThese are some good ideas and things to remember. I had a couple dogs growing up, but haven't had one in years, so it's good to be reminded.\\nFor those of you commenting about keeping it outside... I do fully understand the social aspect. I'm just not up for an inside dog right now, but the kids will be socializing with it every day. Our first dog, when I was about 4, was a husky/chow/doberman/lab mix. She wasn't very old, maybe 20 weeks... and we had a cold snap... -15F weather. So My dad brought her inside, to the basement so she wouldn't be so cold... where she whined and scratch so loud and and long that he finally put her back outside... where she proceeded to sit on top of a snowbank and be happy as a clam. She was built to be outside.\\nWhile I am intrigued by the LGD and similar... I'm not sure it would be a good fit for this particular case. Perhaps down the road if my dream of getting some sort of herbivore comes to reality on a scale that would make sense to bring in a LGD.\\n\\nSince I knew it would come up, I would like to touch on the Livestock Guard Dog breeds. I love them, I have one, they are great dogs, they are protective of their \\\"stuff\\\", very intelligent, and I would highly recommend AGAINST them except for very specific situations. Nina touched on it as a \\\"pro\\\", but the independence of these breeds is very much a \\\"con\\\" in a lot of cases. I have 80 acres of land, surrounded by land that is owned by a private company, but not used by them. My LGD patrols \\\"her area\\\" which happens to roam far outside my 80 acres. Every night, she does her rounds of the property. It takes her between 45 minutes and an hour. In my situation it's fine. If you don't have a) a truly enormous amount of land, as in hundreds of acres, or b) land that is completely and entirely fenced at least 6 feet tall, I think a LGD is a bad idea. With independence also comes much more work in obedience training. These dogs were bred for thousands of years to think for themselves and act as they think best. You aren't going to train 5000 years of this out of them. For a family dog, I wouldn't recommend them.\\n\\nMatt McSpadden wrote:\\nWhile I am intrigued by the LGD and similar... I'm not sure it would be a good fit for this particular case. Perhaps down the road if my dream of getting some sort of herbivore comes to reality on a scale that would make sense to bring in a LGD.\\nCross posted with this, but I agree 100%\\n\\nI always suggest that research be done, with a bent toward looking deeply and honestly at the family temperaments, activity levels, and proclivities, available space for running, shelter, etc. I find it much easier to choose by first eliminating the ones that would be an obvious bad match. Even with an outside dog. A working dog breed will need work to do, pretty much daily, or it will find things to do, that may or may not be to your liking. A runner or hunting type dog breed will need LOADS of exercise, and will become an escape artist, to get it, if necessary. A herding breed *will* herd, even if there is only the family, to herd - often by any means they can, including nipping at heels & ankles. Sight hounds need fencing (or to be on lead), or you might never see them again, once they spot a rabbit, squirrel, other dog, cat... Fluffy breeds can be very happy, in the cold, but will need a lot of grooming, if the areas they roam have burrs, thistles, etc. Non-fluffy ones will need better insulation in their shelter.\\nOnce you eliminate the ones that won't fit your situation, the choices will be much easier.\\n\\nTrace Oswald wrote: Nina touched on it as a \\\"pro\\\", but the independence of these breeds is very much a \\\"con\\\" in a lot of cases. I have 80 acres of land, surrounded by land that is owned by a private company, but not used by them. My LGD patrols \\\"her area\\\" .... You aren't going to train 5000 years of this out of them. For a family dog, I wouldn't recommend them.\\nYes, this - all of this. For me the independence of my dog is a desired trait, I prefer it to the why-is-this-dog-my-shadow scenario with our border collie.\\nMy dogs' favourite hobby was to escape (we only have 3000m2) - squeezing through hedges, crawling under fences or jumping over them. He'll jump so high without any speed, just from standing, that it's hard to believe unless you see it yourself.\\nAfter a fox raided some of our chicken (the dogs were inside at that moment) we fenced the whole perimeter very tightly.\\nEverybody is happy now, also my LGD, because there's no stress.\\n\\nThe number one, all time for me would be a Labrador. And in a very close second would be a Golden (maybe without the outdoor thing, that long coat will take a lot of brushing )\\n\\nPS, I forgot to say, puppy school is a must, for any breed. In truth the school is more for us two legs than the four legs !!!\\n\\nWe have mostly had husky or sleddog crosses.\\nThey are great for cold outdoor recreation, but the fur is endless. Their prey drive is great for rats etc., not good for chickens.\\nThe smartest has been a husky/shepherd cross; gorgeous, smart, protective and tough as nails.\\nMake sure the dog has been properly socialized with babies & children.\\n\\nMatt as much as I love all Labs, I have to tell you about this one male puppy we kept. He had the very well earned name of Damnit, up until about the age of a year and half. My dear boy was kicked out of obedience school twice. Just when we had given up all hope for the boy, something clicked and be became one of our all time best. At that time we renamed him Mr D. We even used his first name at the vet office, they just laughed!\\nPeace\\n\\nMatt,\\nGreat and timely question.\\nI am a little biased with this answer, we have what appears to be a English Pointer. Midsized dog, loves to be around family. The times he's been in the house he stretches out on a loveseat covered with a blanket. Very social dog, and okay with my wife's cats.\\nWe had a stray show up that looked very similar to him, but she has pointed ears where his are floppy. She also has blue eyes, as do all the puppies.\\nShe had a litter of puppies about 2 months ago, we still have 7 to find homes for. They all are so beautiful that I wish we could keep them all. Are you located somewhere near the tri-state area of West Virginia, Ohio and Kentucky? We live south of Huntington WV and east of Louisa Kentucky. I drive for Walmart out of Washington Courthouse Ohio and would bring you one, or more! Lol\\n.\\nThe pointer does have a bit of energy and love to run a bit, but like I said, loves to sprawl out inside.\\n\\nMike Feddersen wrote: Are you located somewhere near the tri-state area of West Virginia, Ohio and Kentucky? We live south of Huntington WV and east of Louisa Kentucky. I drive for Walmart out of Washington Courthouse Ohio and would bring you one, or more! Lol\\nI'm nowhere near there, but I thank you for the offer I live in Maine, so while I appreciate the offer... I will probably try to find one a little closer to home.\\nDo you find that breed smart and trainable along with sociable?\\n\\nI do think he's smart, not sure I am smart enough to train him.\\nI have a friend that has a labradoodle, and he says the secret is to spend a lot of time with the dog. Very sociable.\\n\\nMatt McSpadden wrote:\\nMike Feddersen wrote: Are you located somewhere near the tri-state area of West Virginia, Ohio and Kentucky? We live south of Huntington WV and east of Louisa Kentucky. I drive for Walmart out of Washington Courthouse Ohio and would bring you one, or more! Lol\\nI'm nowhere near there, but I thank you for the offer I live in Maine, so while I appreciate the offer... I will probably try to find one a little closer to home.\\nDo you find that breed smart and trainable along with sociable?\\nSad to say it Matt, but trips for good animals from up around here is sometimes just necessary. I know there are breeders here and there are the occasional mixed breed puppies that accidentally happen, but this state is very dry for animals. What you do find is usually expensive to an outrageously level AND you have to sit on a wait list (or get \\\"lucky\\\" on a facebook post).\\nLiterally all the critters I have now are from out of state or hatched/birthed on-farm.\\nTurkeys, ducks, geese, chickens all have to be ordered in by mail to be affordable. I had bought some muscovy from a woman down near Portland about 10 years ago now, but her prices made that a one time thing never to be repeated.\\nPenny, our great pyrenees / anatolian shepherd mix, encountered an inattentive driver a few years back. She was from Missouri and had originally flown in via BGR. Guarding our birds now are Remy, a karakachan mix flown in from georgia and Missy, a maremma mix driven up from tennessee (both are 1/4 each pyrenees and anatolian shepherd).\\nEven my cats - I drove them home from a florida shelter after years of trying to find one in state without getting a credit card to pay for it. One was pregnant and we were able to give away kittens to loving homes without charging people a grand or more, which was extremely rewarding\\nTake my advice and don't restrict yourself to what's currently available here in Maine. Demand and prices are very high, supply is always low and breed variety (not to mention selection) is very poor. I hope to see that change as we get more and more homesteaders and small farms, but we're still a long way from where it is in the heartland.\\n\\nI grew up with dogs, and don't consider life complete without one. Best family breed in my experience is the Norwegian Elkhound. They're northern dogs with heavy double coats (major shedding twice a year). They're smart, even-tempered, and just all-around good dogs. This breed will not live to please you, but they don't get aggressive unless something is very wrong.\\nMy mom knew a family that had an Elkhound, and their toddler was running through the house and tripped over the napping dog. Some breeds might come up snapping but that Elkhound just raised it's head to see who fell over it, saw it was the kid, and went back to sleep.\\nThey dig. So if you're putting them in a fenced yard, you'll want to set the fence down into the ground about a foot. If one gets out, it will stay close by unless it has a running pal. Two dogs out is both dogs gone. And most people aren't familiar with the breed so they get mistaken for huskies or husky crosses.\\nThey do have a fair amount of energy, so if you don't have a large space for them to run in they will need a long walk or two daily.\\n\\nI think in addition to the breed , it’s important to consider the environment the breeder provides.\\nAnd the characteristics of their breeding stock.ess\\nWhether or not the dog is registered is no guarantee of anything.\\nThe motivations of the breeder come in to play as well. I’m not against back yard breeders necessarily, but I am against puppy mills. Show dogs can also not be much better than puppy mills. It’s another question that comes out “it depends”.\\nHave fun finding a great dog for your situation!\\n\\nI spent a decade of my life with a Staffordshire Bull Terrier. She was smart - incredibly smart - but took quite a lot of training and time to learn to learn to trust spending any time confined. She had a back story that accounts for that, she came from a rescue facility that takes in dogs brought in by the police. In her case, she spent three days confined in a locked apartment with the body of her murdered previous owner. She had night terrors for the first year that she was with me, and needed comforting in the middle of every night. I guess after a year she started feeling safe and well loved and her night terrors decreased in frequency over time. She was up for anything from endless ball tosses, to long walks off lead, poking her nose in every bush (but not roaming so far that I was out of her sight), to watching me garden. She was the perfect family holiday dog, willing to nap cuddled up with any family member. I can’t imagine a better companion. On the other hand, I have owned a Manchester Terrier and my tenant owns a Rat Terrier, and I would not have either breed on my farm if I had any say in the choice. They just can’t help themselves when it comes to wandering / ‘exploring’. That rat terrier is fast and can go missing in the blink of an eye. Coming back when called seems to depend on whether she thinks there is anything in it for her. She has been picked up on the Highway several times. She will also kill anything she can catch from prairie dogs, to garter snakes, to quail to young game birds. Definitely stay away from the small hyperactive terriers.\\n\\nAs a kid we had boxers who were both (one after another) awesome but lived to about 8, then married with a baby we had a boxer who was amazing but lived to 7, 45kg.\\nNeighbours and friends have had Staffies who I love, Collies who are friendly, Rotties who were magnificent and lovely, Retrievers whose personalities were hardly there compared to our boxers, and a Jack Russell, and one crossed with a Corgi, who were both ace. Also a Newfoundland who tried to mate with my teenage sister. Plus plenty of mixtures of course.\\nOn one of many trips to the vet with our recent boxer I asked the head man if there was a breed which suffered less problems than others, he suggested Terriers since they are closer to what a dog used to be, not too \\\"bred\\\".\\nA current neighbours Collie will kill rabbits and rats but looks after ours and their chickens :) He has a lot living in his coat though!\\nI don't think I would have anything long haired, us soon moving to France means no Staffies because they're banned, so maybe a Boxer and a Jack Russell (or a Border Terrier?) next, with fences! :)\\nI wouldn't keep a family dog outside. Friends with kids had two German Shepherds as guard dogs who were chained up at their entrance during work hours and then family dogs outside that and they always put me on edge, not totally friendly.\\n\\nI'll second retrievers, as I've had a number of them, preferably Goldens as they're a lot less hard headed than the Labs.\\nI've had four of them over the years.\\nTwo of them were from breeders here in FL with shorter hair than the usual.\\nMany breeders are turning out medically/temperment/disposition defective dogs so beware and have a vet check them over.\\nSadly, this goes for any breed that was/is popular and beware of puppy mills.\\nOn the Goldens, defective hearts are a big one.\\nI had the honor of taking care of one Golden who had been ghosted/abandoned at the vet because of defective heart.\\nHe was a big old sweetheart and died in my arms a year or two later when his heart gave out.\\nMy current Golden/Lab cross is sixteen now and I'm nursing her along.\\nDogs I've had I wouldn't have again and why:\\nPit Bulls or Pit Bull crosses - Dangerous and unpredictable. Had to put down one of them for doing serious harm to the other dogs. 98% of the dogs in the shelters here are these.\\nShepherds - Too much intensity for this phase of my life (old). I would have another if a security dog was needed, but much training must be invested or you'll have a dangerous dog you can't control..\\nDalmatians - too smart and too mischievous/malicious.\\nI'm at the age (70s) where a new puppy would probably be a bad idea because I may be too old by the tie they're old to take good care of them...as in being to pick them up and carry them etc.\\nI would like to find an older Golden when my current girl passes but an interesting discovery about the Golden rescue outfits is their contract says they have the right to come on your property and \\\"investigate\\\" with out notice, forever. Seems harmless on the face of it but that opens you up for that being abused. I've had personal experience with a few animal rescue folks I don't want at my home or anywhere near me....ever.\\n\\nDave Bross wrote:\\nShepherds - Too much intensity for this phase of my life (old). I would have another if a security dog was needed, but much training must be invested or you'll have a dangerous dog you can't control..\\nI have to say, happy as i am with my shepherd boy now, it is just so much work and I don't think I would have one again.\\nHe will be 3 next week and I finally feel like we've turned the corner with him (only since starting to send him to doggy daycare once a week a month and a half ago, when his anxiety ebbed a bit, along with his endless desire to fight with other dogs).\\nIt's been a long, hard training trip and while it's super cool to have this \\\"military grade\\\" dog that can do all sorts of crazy things on command (and as long as he is alive, I will never have to worry about personal safety), I did not understand how much my life was going to revolve around his needs, and how much money would be spent in such pursuits.\\nI regularly have people come up to me asking about getting a Malinois (so often they want one \\\"to protect their family\\\", which is such a disaster waiting to happen) and my answer is always no, no, 100 times no. Even if you have dog and/or training experience (I did), no. Even if he's part German shepherd (like mine is), no. As our vet tech said, it only takes a wee bit of this bloodline to be pure insane. Like Carla said, a working dog needs to work.\\nI love him, to be sure, but my next dog will certainly be a big old mutt from the pound.\\n\\nDave Bross wrote:\\nPit Bulls or Pit Bull crosses - Dangerous and unpredictable. Had to put down one of them for doing serious harm to the other dogs. 98% of the dogs in the shelters here are these.\\nI didn't mention pitbulls because I knew this debate would start. Pitbulls can definitely be dog aggressive sometimes. That said, I raised them for many, many years, and in my experience they are one of the best breeds in the world. Bad breeding and bad owners can make any breed \\\"dangerous and unpredictable\\\" but pitbulls are one of the best family dogs there are as far as I'm concerned. I've had literally dozens in my life and never had one that was dangerous or unpredictable. They are an extremely lovable breed that wants very much to spend all their time with their owners. Just my experience, and the experience of every vet and dog trainer I have ever discussed this with.\\n\\nI can’t say enough good things about maremmas as a rural family dog, as long as there are no close neighbours (they bark a lot), and there are chickens or other animals around for the maremma to watch, they are a really lovely, gentle, loyal, relaxed family dog.\\n\\nIf you live on a farm and want your dog to be with you while doing chores I highly recommend just about any herding breed. They are homebodies.\\nMy first farm dog was a German Shorthaired Pointer. What a mistake. Id turn my back and he would be gone hunting, what a hunting dog is bred to do!\\nMistake was mine. I had had a GSP in the city and wanted another not considering my circumstances had changed.\\nMy current dog is an Australian Cattle Dog/Pitbull mix. Absolutely a wonderful dog. Loves every human he sees, helps herd my cattle. Devoted family dog.\\n\\nJeff Marchand wrote: If you live on a farm and want your dog to be with you while doing chores I highly recommend just about any herding breed. They are homebodies.\\nMy first farm dog was a German Shorthaired Pointer. What a mistake. Id turn my back and he would be gone hunting, what a hunting dog is bred to do!\\nMistake was mine. I had had a GSP in the city and wanted another not considering my circumstances had changed.\\nMy current dog is an Australian Cattle Dog/Pitbull mix. Absolutely a wonderful dog. Loves every human he sees, helps herd my cattle. Devoted family dog.\\nWe have a dog we foster-failed with. He's getting close to a year old. He is primarily German Shepherd and Australian Cattle Dog, and he is just as you described. He is a great little guy, sticks around with you really well when working outside, comes running with a big grin on his face any time he is called, loves everyone. Always wants to be with you. He is just a great dog. On a side note, Australian Cattle Dogs are widely considered one of the healthiest breeds of dog, and as near as I can tell, this guy is near bullet-proof. Nothing fazes him. Highly recommended if you want a little higher energy dog.\\n\\nWhat is foster-failed?\\nMy cattle dog is a healthy as bull and happy as a clam. He is also so very smart. I cant get over how many words of mine he understands.\\nSometime I ask him if he like to go back to the rescue where I got him he just (seems to me ) smiles and shakes his head.\\nI looked for but never found anywhere to train him to herd. Its a shame he would have been an excellent herder. He and I have worked out rudementary herding on our own..\\nIf we see a cattle where it does nt belong, he looks up at me and I say 'go' and he puts the fear of dog into them.\\nAustralian cattle dogs are basically just mixed breed mutts anyways so that why I think they are so healthy.\\nHe is the best dog I ever had .\\n\\nJeff Marchand wrote: What is foster-failed?\\n.\\nFoster- failed is when you foster a dog but then you fall in love with it so you end up keeping it instead of finding it a home\\n\\nIf you end up going a route of getting a purebred breed and starting breeder research, the offa.org is a good site to begin. You can find your interested breeds, get a list of genetic health conditions that should routinely be screened for in breeding to improve the breed and eliminate known problems, and then you can look up kennel names as well as the parent names of the dogs when you have it down to a specific litter. You can also look up siblings and relatives of those dogs as well, and scan through the health testing results to get a good overview of what they are producing. While you may only want a \\\"pet\\\" or \\\"family\\\" dog and this might seem like a lot, families deserve to have healthy pain-free pets! It is actually a big job being a sound, stable, trustworthy full time \\\"pet\\\" and health issues can get in the way of that.\\nLots of great choices and breed suggestions in this thread too!\\nI am partial to my working line German Shepherds. One of the things I looked for in a breeder was versatility. Are they producing dogs that are out in the world doing a healthy variety of tasks and environments, or are they focused on ONLY producing one type of sport-dog for one type of situation? I chose someone who across the board had dogs in almost every area you can think of from SAR, herding, bitesports, therapy and service dogs, pet, agility, etc. I wanted flexibility and adaptability in my dogs, and that's exactly what I get from them!\\n\\nAnne Miller wrote: If I were getting another dog it would be a German Shepherd or a Dachshund.\\nI will never ever have another Labrador Retriever. That one would not stay in the yard and brought home other peoples shoes.\\nMy comments from above.\\nWe are currently working with animal shelters and dog rescues to adopt another dog.\\nI want a puppy though so does everyone ...\\nWe talked about different breeds. I want a small bred dog so.\\nWe had a friend who had a Boston Terrier so we ruled that breed out. My dad had a Manchester Terrier so we ruled that out as that dog was always trying to bite me.\\nAfter that discussion we ruled all terriers out. We ruled out poodle because there are no groomers where we live and poodle need hair cuts.\\nNot much left so we are back to looking for a female Dachshund.\\nBeside breed there is also temperament to consider.\\nHow do different dog breeds relate to temperament. What is the breeds natural, and genetically personality. How does the dogs breed relate to how the dog react to their environment, people, and other animals.\\n\\nAnne,\\nI have a female Dachshund rescue who came to me as an adult. She is a very loving dog but can be stubborn in the most wonderful ways. I would consider her to be a great family dog. The thing that I did not think about and have worked to adapt in my home is that jumping on/off things can be stressful to their back so ramps/smaller steps are encouraged. The condition to be worried about is known as IVDD (Intervertebral disc disease) which they are prone to as a breed.\\nOther than that, the breed is wicked smart. She has trained me into some goofy habits like giving her cheek kisses on demand or princess carrying her out of bed in the morning to go do her business. You will have to stay strong not to end up under their control\", \"url\": \"https://permies.com/t/273629/breed-dog-good-family-dog\", \"with\": [\"My kids have been begging for a dog for a while. I may finally be in a position\", \"Yes, this - all of this. For me the independence of my dog is a desired trait, I\", \"My current Golden/Lab cross is sixteen now and I'm nursing her along.\", \"You will have to stay strong not to end up under their control\"], \"without\": [\"Number of slices to send\", \"Optional 'thank-you' note\", \"Posts: 3140\", \"Search within dogs and cats\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5121", "input": "https://forum.champdogs.co.uk/topic_show.pl?tid=146451", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5121\", \"ground_truth_path\": \"source/test/ground-truth/5121.json\", \"ground_truth_sha256\": \"4c6310510f6fc8b04403447891ec3d8d9cbb63357a88ecd2c339592d60cbbfd8\", \"html_path\": \"source/test/html/5121.html.gz\", \"html_sha256\": \"6deb8bc84c46da12d8bc9b665e46d47ee6bce241431b9b1ac5011cba4b08a8db\", \"page_type\": \"forum\", \"reference\": \"Hello, we are looking to have a dog member of the family in the coming year but want to consider the best options for breed choice and give ourselves time to really get to understand the breed if we choose one we don't know that well yet. We would love to have a human centred dog with breed typical low aggression toward humans and other animals. Not a guarding or herding breed and not with a strong prey or chase drive. We need them to be trustworthy with children, including special needs children (we will of course thoroughly supervise interaction) and ideally calm, friendly and very trainable. We like good countryside walks everyday of 1-2 hours, grooming 2 or 3 times a week. We know what we need to do in terms of training and socialising and have a clear idea of what we're looking for in the breeder of our new family member but would really appreciate hearing some thoughts on breeds that might best suit us, from those who know those breeds well, so we can narrow our choices down. Thanks very much for your help:-).\\n\\nFor me it's a no brainer, Golden Retriever. However there will be lots of other equally suitable breeds that people will recommend shortly. Just make sure you use a responsible breeder who has done all the health checks. Good luck in your search.\\n\\nI agree, golden retriever/labrador\\n\\nfor me it is pointer.standerd dashound i grow up with both breds my little boy hows 5yrs growing up with my.two show pointers\\npointers are great family and show dogs\\nmy standerd long haired dashound truidi i grow up with was childs best friend\\nmother got truidi when i was 3yr .truidi and i were never apart we slept ate played together she was one in million i.really miss my truidi\\ni wish you luck on your search and choice of bred\\n\\nLabrador is first on the list and the Golden comes in a near second. Wouldn't think of anything else would match what you're looking for any closer than those 2 breeds.\\n\\nPointers aren't easy first time dog, they need a form of training which isn't akin to many others other than the other hunt, point, retrieve breeds. Some can be quite highly strung and wouldn't suggest as a first time biddable family pet\\n\\nI would suggest a Cocker Spaniel (not working breed but show Cocker) very affectionate and not to big. I have had a Labrador when my two boys growing up and worked well with our family. We just wanted smaller breed this time.\\nWe have family members who have young children and have a Border Terrier so would also suggest this breed too Happy days I hope for you all once you decide on breed.\\n\\nAgain I think you can only really be looking at the Golden Retriever or Labrador Retriever, both used for many years by Guide Dogs For The Blind and as you require a breed that will be mixing with special needs children they will be ideal.\\n\\nIt's certainly not to early to be looking as this is the time you should be getting on a good breeders waiting list for a pup from a litter in the new year spring.\\nit's more important to choose the right breeders and breed.\\nA good breeder will steer you toward the most suitable pup in a litter.\\nMy breed (Norwegian Elkhound) ticks all the boxes other than being an independent minded hunting breed, this consists of following scent not bringing down prey, so they can pull a deaf un, but mostly are pretty good off lead in suitable off lead areas, that allow for some ranging ahead safely.\\nIt's interesting that generally the Scent Hound and retrieving gundog breeds seem to be the most easy going.\\nThen of course there are the companion breeds in Toy and Utility groups.\\nMy own preference is for the Spitz breeds, that are not sled dog breeds (due to the exercise requirements and high prey drive).\\nIf any of these tick boxes then the unique opportunity to meet all Spitz types in one place (normally doesn't happen as they are in many different groups) is on 21st November at the Sports Conexxion, Ryton on Dunsmore near Coventy.\\nTo see other breeds the Ladies Kennel Association show is on 12th and 13th December at the NEC but this will cost in parking.\\nSporting breeds, (which are the Hound, Gundog and Terrier groups) on Sunday 13th December, and Non Sporting (Toys, Utility, Pastoral and Working) on Saturday 12th December.\\nJudging at both shows is at 9 or 10am I believe.\\n\\nif pointers where so so hard to.train how come my late mother and mine are all trained care dogs for disabled\\ncockers are lovely dogs my mother had two .both would sit in her wheel.chair\\n\\nI'm another flying the flag for the Golden Retriever, my kids have been reared with them and it has been the perfect choice for us. Just a wee point to note though, the pup would not be able to have the 1-2 hour walk until it is 1 year old.\\n\\nAnother vote for a golden too, having difficulty typing this as I'm being smothered by my current Goldie.\\nI got our first one when our children were 5 and 7 and she was a marvellous dog, very sweet natured.\\nJust make sure you find a breeder who is breeding and testing for temperament as well as health.\\n\\ngoldies are lovely their was one at stables we use to be at my little boy with supervison played with goldie and cuddle him.he was such gentle dog lovely nature\\n\\nThank you all so much for taking the time to reply - this has been really useful and narrows things down for us a lot:-)\", \"url\": \"https://forum.champdogs.co.uk/topic_show.pl?tid=146451\", \"with\": [\"We would love to have a human centred dog with breed typical low aggression\", \"We have family members who have young children and have a Border Terrier\", \"Judging at both shows is at 9 or 10am I believe.\", \"Thank you all so much for taking the time to reply\"], \"without\": [\"Not logged in\", \"Champdogs Information Exchange\", \"Powered by mwForum\", \"Breed suggestions for a family please\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5124", "input": "https://forum.kemper-amps.com/forum/thread/63237-tube-amp-versus-solid-state/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5124\", \"ground_truth_path\": \"source/test/ground-truth/5124.json\", \"ground_truth_sha256\": \"964191f5038b7631133c08286e34e88c1bfa0aac900c39a962f248c16a61f83f\", \"html_path\": \"source/test/html/5124.html.gz\", \"html_sha256\": \"e82453175d80b25e125e004f334d74d4d6f5c1b48918b514cf5ee67fd1e3e529\", \"page_type\": \"forum\", \"reference\": \"I bought the kemper rack without the amp because for the last 30 plus years the common knowledge was that tube amps are just better. But...now that I gave fallen in love with the kemper tones I'm starting to wonder if my hot rod Deville is making any real tone difference. Plus tube amps are so damn heavy. Anyone have any insight?\\n\\nI think if you ask here, the majority will say that there's no real tone difference. Some people will say that the kemper is almost there, but not 100%.\\n\\nI will say, though, that \\\"solid state\\\" (from the thread title) is not really the correct term for modeling amps (or profilers, if you want to use the official term for the kemper). Solid state at least originally referred to physical electronic components, not firmware/software stuff. Overdriving these solid state amps (i.e. overdriving the electronic components/circuits) supposedly sounded super crappy (no experience with them myself). So the term \\\"solid state\\\" has some very negative connotations to many people that is not really \\\"fair\\\" to the sound of profilers and modelers. Whether any specific modeler or profiler is on par with a tube amp is of course a separate question\\n\\nEDIT: I think I completely misunderstood your comment/question\\n\\nEvery song you ever liked that was recorded was from the tone of a Mic'd Cabinet. That means you liked the microphone's interpretation of the tone. The tube amp was at the beginning process but not the end result. If you play live for small venues then a tube amp might suit you best. However, if you play large venues or do recordings that required a mic'd cab then you can't beat the Kemper.\\n\\nThe Kemper is more than just a solid state amp. With the addition of Liquid Profiles, it's more like a Tube amp with A.I. The audience only cares about the end result.\\n\\nAre you amplifying the Kemper with the HRD? If so, most would agree that it will \\\"colour\\\" the rigs/profiles compared to a SS amp and FRFR\\n\\nIf you are using the HRD to amplify, that’s not a ‘bad’ thing by any means.\\n\\nAs has been said, it will add color not intended. All I would say is if you’re going to get a dedicated power amp (Class D would be my suggestion. It’s the type used in the Powered models and powered Kab.\\n\\nA powered Kabinet may be the ticket.\\n\\nI have a kemper stage and a Fender Hot Rod Deville Michael Landeau (2x12\\\" Celestion VType) connected directly to power. To me, sound great. I Like it. Its all I need.\\n\\nAny amplification scenario for the Kemper will have its own sonic characteristics. The speaker in that Hot Rod is going to add its own imprint to every profile you play. The notion of tube amps being superior to solid state amps in the world of guitar amps may be true but that doesn't hold in this application where you simply want clean power to amplify your profiles. I have a powered toaster but prefer to run the monitor output to full range powered monitors. I tried running the toaster's amp into various guitar cabinets but I wasn't pleased with the result. You really just have to have to compare the various options to find out. You may end up preferring your current rig over any other option you try. At least you love your current setup. That's a good starting point.\\n\\nNot quite clear on what your set up is but I think most people agree:\\n\\n1) A valve amp stage will add colour - its personal preference if its better or worse. In my personal opinion its pointless having a valve \\\"emulator\\\" running through a valve amp. Its unnecessary and has unpredictable results\\n\\n2) The speaker has a much bigger impact on sound. If you are running the KPA through the Hot rod speaker, that's a bigger factor\\n\\n3) There is little difference between various SS D class amps - their purpose is \\\"clean\\\" power and therefore any good quality one should give negligible difference. I find the SS amp in the Kemper is great\", \"url\": \"https://forum.kemper-amps.com/forum/thread/63237-tube-amp-versus-solid-state/\", \"with\": [\"I think if you ask here, the majority will say that there's no real tone differe\", \"The Kemper is more than just a solid state amp. With the addition of Liquid Prof\", \"I bought the kemper rack without the amp because for the las\", \"2) The speaker has a much bigger impact on sound. If you are running the KPA thr\"], \"without\": [\"Unresolved Threads\", \"Kemper Amps Homepage\", \"Kemper Profiler Forum\", \"Public forum\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5127", "input": "https://forum.seymourduncan.com/threads/solid-state-vs-tube.51042/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5127\", \"ground_truth_path\": \"source/test/ground-truth/5127.json\", \"ground_truth_sha256\": \"9248ca884c9cabe2f5f3f8bf0b11b3d5f5754d8fe03cd4d9f4adba42b6d57394\", \"html_path\": \"source/test/html/5127.html.gz\", \"html_sha256\": \"151139630051b60dcd35694845dc38590c6194f146e484c61a816753fcb3fa06\", \"page_type\": \"forum\", \"reference\": \"What do you prefer?\\n\\nI prefer solid State dont know why but i played a few tubes and for some reason i didnt like them at all, but if i got my hands on a Mesa:32: my god i want to play those so bad.\\n\\nI heard Dime said he didnt like tubes because they didnt have enough gain until of course his Krank amps, right?\\n\\nRe: Solid State Vs. Tube\\n\\nthere's plenty of amps out there with more than enough gain to get that dime sound...that sound better than Krank =)\\n\\nI had solid state..then tube amps that I didn't like..then I did the modelling thing..now I'm back to tube and I couldn't be happier about it....I even have a splawn half stack on the way\\n\\nRe: Solid State Vs. Tube\\n\\na SS amp is great for low volume distortion/practice, but nothing can compare to hot glowing overdriven tubes...nothing. alot of modelers do a very good job at re-creating the sound and they've come a LONG way and they are of course WAY more affordable with less upkeep...so they have their place and if they sound good to you and you love thier tones...then search no further!\\n\\nbut for me...when i plug a great guitar into a great tube amp...i dunno it's just kinda majical for me.\\n\\nit's all about what we can afford and what sounds the best to us in our price range...i know this all too well.\\n\\ntone is a very subjective thing and i'm sure i have yet to hear my \\\"perfect\\\" amp, but i've come really close a few times!\\n\\nRe: Solid State Vs. Tube\\n\\nI think some metal artists use ss amps because the distortion is more harsh as some like it that way.\\n\\nRe: Solid State Vs. Tube\\n\\nI agree with Hoss and want to add that tube amps are more responsive to a players touch. If you pick hard on a ss amp it will get louder, if you do the same on a tube amp it will drive the amp harder and the tone will \\\"break up\\\".\\n\\nIf you want a vintage type tone, go with tubes...almost all the guitar tones that people lust after were created with them.\\n\\nRe: Solid State Vs. Tube\\n\\nTone is completely subjective. Im a tube snob as being brought up with tube stereos, reel to reel anmd phongrphs( thanks\\n\\nDAD!!) I own tweed fenders, siverface face fenders, marshall all tube dombos a weirdo danelectro dm25 con=mbos.) THye all sound great, Recently, i picked up a TECH21 trademark 10 prctice amp. FOr practicing in the past i have use d my champ and pod. the tech 21 isn f'ing incredible. In fctr, i have reocreded it over a tube amp in many cases. DOnt be a snob LET OYUR EARS DECIDE. You can have both and be happy\\n\\nRe: Solid State Vs. Tube\\n\\nYa i like that harsh ss sound and i find it perfectly fine when used at gig volume. At gig volume tubes sound awesome too but am i the only one that likes the solid state? haha\\n\\nRe: Solid State Vs. Tube\\n\\nHybrid with the tube in the right place, so that it saturates the rest of the amp, most hybrids DONT do this.\\n\\nRe: Solid State Vs. Tube\\n\\nI like them both....the TECH21 stuff is very nice....but given the choice, I vote tubes.\\n\\nThere's just nothing like a set of saturated EL84s getting the life cooked out of them.... LITERALLY!!!!\\n\\nRe: Solid State Vs. Tube\\n\\nTube tuba tubular... I've owned a couple SS amps and they are fine for practicing which is what I use mine for now. Crank a tube amp next to a cranked SS amp and the SS will run and cry and in the corner.\\n\\nRe: Solid State Vs. Tube\\n\\nI voted for tube, they sound awesome, however I own a Line6 Spider2 for the cost and versatility for now.\\n\\nRe: Solid State Vs. Tube\\n\\nMy krank's got as much gain as any other high-gain amp. But, if you ask me, it sounds WAYYY better than other amps in its comparable price range. But thats a moot point, its all a matter of opinion.\\n\\nThen again, I dont use my krank to get \\\"the dime sound\\\".\\n\\nTUBES all the way.\\n\\nRe: Solid State Vs. Tube\\n\\nSS for practice, tubes for annoying the neighbors, or at least letting them know there's a musician in the neighborhood.\\n\\nRe: Solid State Vs. Tube\\n\\nI've never heard a descent sounding solid state, none of them have that huge overbearing roar that make you run for your life.\\n\\nOnly solid state I liked was my vox valvetronix, and at times I like it better than my classic 50. But it's more tube sounding than solid state.\\n\\nRe: Solid State Vs. Tube\\n\\nTubes.\\n\\nRe: Solid State Vs. Tube\\n\\nSS has never done it for me. However, I would like to get my hands on the amp my dad had when i was a wee lad. he had a really early JC120 with JBLs!!!\\n\\nRe: Solid State Vs. Tube\\n\\ntubes.\\n\\nRe: Solid State Vs. Tube\\n\\nTubes... I just love that natural overdrive... SS Amps with Overdrive channels just sound too synthetic\\n\\nRe: Solid State Vs. Tube\\n\\nTubes all the way for me. I have a Fender Cyber Twin SE with two tubes and the modeling tech to get a lot of my clean blues sounds, but thats about as close SS as I go. Nothing like a cranked Orange or Marshall for distortion though..\\n\\nRe: Solid State Vs. Tube\\n\\nNo you guys i meant that dime said that i was trying to say that his randallas USE to be higher gain b4 the krank. This is what I read, but stop you guys are making me jealous i want a tube amp i just cant buy one! ahhh would you please recommend a 500-600 price on a good tube.\", \"url\": \"https://forum.seymourduncan.com/threads/solid-state-vs-tube.51042/\", \"with\": [\"I heard Dime said he didnt like tubes because they didnt have enough gain until \", \"I agree with Hoss and want to add that tube amps are more responsive to a player\", \"I voted for tube, they sound awesome, however I own a Line6 Spider2 for the cost\", \"Tubes all the way for me. I have a Fender Cyber Twin SE with two tubes and the m\"], \"without\": [\"Search forums\", \"Terms and rules\", \"Privacy policy\", \"XenForo\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5132", "input": "https://forum.prusa3d.com/forum/prusa-app-known-issues-and-troubleshooting/new-to-3d-printing-7/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5132\", \"ground_truth_path\": \"source/test/ground-truth/5132.json\", \"ground_truth_sha256\": \"0663d9f855dc49aed3e1a9470e974d44331ae9c91dd0adb29d765be7ff3f6869\", \"html_path\": \"source/test/html/5132.html.gz\", \"html_sha256\": \"75adc0aaa01fb4772dc0bad5dcb7f2b4db779d92822e25bebcbef5f314c4149a\", \"page_type\": \"forum\", \"reference\": \"New to 3D printing\\n\\nI just got my Prusa MK4S, and was able to print from USB stick. Now I would like to start printing from Printables.com but whenever I try downloading and it doesn't let me download anything. I'm new to 3D printing can someone please guide me in the right direction. Thanks\\n\\nPosted: 30/03/2025 3:08 pm\\n\\nA few possibilities:\\n\\nPrintables is an uncurated mix. There are many low quality and even some unprintable entries - a beginner should only attempt to print parts/models where there are photographs of actual prints, not renders, showing that it is at least possible.\\n\\nTo avoid several steps where problems can be hidden do not use the Printables tab in PrusaSlicer, instead open https://www.printables.com in your usual browser.\\n\\nWhen you have found a desirable design click downloads but do not click 'Slice', instead download the .stl .step or .3mf file(s).\\n\\nNow open PrusaSlicer, Import (File menu) the file(s) and proceed from there.\\n\\nBe aware that if the built-in shortcuts fail there may be, hopefully minor, issues to fix in the slicing process. In some cases, with some operating systems, security settings block the shortcuts; if you wish you could edit your settings but the slightly longer procedure above should always work.\\n\\nCheerio,\\n\\nPosted: 30/03/2025 9:31 pm\", \"url\": \"https://forum.prusa3d.com/forum/prusa-app-known-issues-and-troubleshooting/new-to-3d-printing-7/\", \"with\": [\"I just got my Prusa MK4S, and was able to print from USB stick\", \"Printables is an uncurated mix\", \"do not use the Printables tab in PrusaSlicer\"], \"without\": [\"Log in to be able to post\", \"Known issues and troubleshooting\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5134", "input": "https://www.soliforum.com/forum/6/helprepairmaintenance/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5134\", \"ground_truth_path\": \"source/test/ground-truth/5134.json\", \"ground_truth_sha256\": \"7b025f1516ee0c8516dfdfebb44a7a5289b8c981557ee1de5bd025fe4b962b63\", \"html_path\": \"source/test/html/5134.html.gz\", \"html_sha256\": \"39f369504f445275124a807a65fb6681922064fe01f60847248d8da0a6c92550\", \"page_type\": \"listing\", \"reference\": \"1 Sticky: Bearings Don't Fit ABS Printed Parts\\n\\nby brucesdad13 ( Pages 1 2 )\\n\\n45 replies\\n\\n40,081 views\\n\\nLast post 2016-11-02 17:33:23 by brucesdad13\\n\\n2 Sticky: Print Troubleshooting guide\\n\\n6 replies\\n\\n16,666 views\\n\\nLast post 2016-08-06 12:35:42 by hammade90\\n\\n3 Sticky: Cleaning out a clogged nozzle with poking it with a wire doesn't work\\n\\n52 replies\\n\\n116,488 views\\n\\nLast post 2015-05-05 15:32:35 by j1ceasar\\n\\n4 Sticky: The plastic won't stick, it just drags around!\\n\\n41 replies\\n\\n94,903 views\\n\\nLast post 2015-03-12 01:08:24 by hostinggeek\\n\\n5 SLA 3D Printing Services in Chennai – Trusted Local Support\\n\\n0 replies\\n\\n198 views\\n\\nLast post 2026-01-15 06:44:52 by Metamorph\\n\\n6 Help! Set Motor mode didnt get ack for message\\n\\nby vaughnlogan2\\n\\n3 replies\\n\\n8,648 views\\n\\nLast post 2023-06-22 17:17:59 by escobar23w\\n\\n7 Help! Solidoodle Press Ramps 1.4 Conversion\\n\\nby robjac04\\n\\n0 replies\\n\\n1,137 views\\n\\nLast post 2023-05-29 01:26:26 by robjac04\\n\\n8 Help! Need help setting up SD4 for the first time\\n\\nby tortelli.victor\\n\\n7 replies\\n\\n7,345 views\\n\\nLast post 2021-09-04 13:38:18 by heartless\\n\\n9 New to 3D printing\\n\\nby ballard_88\\n\\n4 replies\\n\\n2,595 views\\n\\nLast post 2021-08-22 15:04:12 by Tin Falcon\\n\\n10 Access to the port 'COM3' is denied\\n\\n7 replies\\n\\n123,497 views\\n\\nLast post 2021-08-22 14:52:43 by heartless\\n\\n11 Need help getting SD2 up and running again\\n\\nby wompus\\n\\n4 replies\\n\\n3,194 views\\n\\nLast post 2021-06-08 20:13:02 by justsomeguy\\n\\n12 Solidoodle 2 bed sled needed\\n\\nby capibara\\n\\n5 replies\\n\\n3,425 views\\n\\nLast post 2021-06-07 07:43:56 by wompus\\n\\n13 I'm back! (Rebuilding my Solidoodle)\\n\\n16 replies\\n\\n9,773 views\\n\\nLast post 2021-04-27 11:02:12 by knowack\\n\\n14 Has anyone gotten one of these to work on a SD2...???\\n\\n7 replies\\n\\n5,991 views\\n\\nLast post 2020-10-15 15:53:55 by Brutalsnowman\\n\\n15 Filament bunching up between extruder gear and E3D V6\\n\\nby kgkern01\\n\\n4 replies\\n\\n3,612 views\\n\\nLast post 2020-05-05 02:58:20 by kgkern01\\n\\n16 Help! Replacing the Power Supply Pt. 2\\n\\nby juliaragno\\n\\n1 reply\\n\\n1,876 views\\n\\nLast post 2020-04-14 22:00:36 by Tin Falcon\\n\\n17 Help! Replacing the Power Supply\\n\\nby juliaragno\\n\\n2 replies\\n\\n2,190 views\\n\\nLast post 2020-04-13 20:11:33 by juliaragno\\n\\n18 Help! How to install a bootloader on a Sanguinololu 1.3a with 1284P in 2019+\\n\\nby soliuser\\n\\n3 replies\\n\\n7,025 views\\n\\nLast post 2020-03-22 10:39:19 by soliuser\\n\\n19 Help! Anet A8 won't print from SD card\\n\\nby jfields115\\n\\n1 reply\\n\\n2,558 views\\n\\nLast post 2020-01-11 23:52:53 by carl_m1968\\n\\n20 Broken 10mm rod clamp\\n\\nby knowack\\n\\n8 replies\\n\\n5,111 views\\n\\nLast post 2019-11-22 04:52:55 by knowack\\n\\n21 stuck @ 10 mm/s max printing speed\\n\\n11 replies\\n\\n23,706 views\\n\\nLast post 2019-11-17 15:52:30 by heartless\\n\\n22 Moved: Filastruder Kit What Nozzle is 3.0mm that comes with the kit?\\n\\nNo reply information\\n\\nNo viewing information\\n\\nNo last post information\\n\\n23 Issue getting solidoodle 2 to connect to my pc through repetier\\n\\nby hooliganskate\\n\\n3 replies\\n\\n3,150 views\\n\\nLast post 2019-10-14 01:18:01 by wardjr\\n\\n24 Layer shifts.\\n\\nby hammade90\\n\\n4 replies\\n\\n3,456 views\\n\\nLast post 2019-09-24 11:26:44 by heartless\\n\\n25 Filament Stops Flowing\\n\\n26 replies\\n\\n11,877 views\\n\\nLast post 2019-09-20 23:29:23 by Tin Falcon\\n\\n26 Solved Extruder temp falls back to room temp at start\\n\\n23 replies\\n\\n41,717 views\\n\\nLast post 2019-09-02 00:11:20 by LeinadDeraj2018\\n\\n27 SD3 w/ new e3d upgrade, issues with prints collapsing in\\n\\nby delorean175 ( Pages 1 2 )\\n\\n47 replies\\n\\n20,579 views\\n\\nLast post 2019-08-28 00:43:48 by heartless\\n\\n28 Need some help finding this part for my (new to me!) printer!\\n\\nby evankardos5\\n\\n2 replies\\n\\n2,403 views\\n\\nLast post 2019-08-26 23:16:06 by heartless\\n\\n29 Solidoodle not being detected\\n\\n8 replies\\n\\n4,883 views\\n\\nLast post 2019-08-04 14:50:30 by Tin Falcon\\n\\n30 Help! SD3: Repetier connects but cannot move in x,y,z or heat extruder/plate\\n\\nby bigoten13\\n\\n0 replies\\n\\n1,790 views\\n\\nLast post 2019-07-31 19:38:44 by bigoten13\", \"url\": \"https://www.soliforum.com/forum/6/helprepairmaintenance/\", \"with\": [\"Last post 2016-11-02 17:33:23 by brucesdad13\", \"Last post 2021-09-04 13:38:18 by heartless\", \"Last post 2020-01-11 23:52:53 by carl_m1968\", \"30 Help! SD3: Repetier connects but cannot move in x,y,z or heat extruder/plate\"], \"without\": [\"You are not logged in\", \"Powered by\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5144", "input": "https://www.roadbikereview.com/threads/bike-fitting-recommendations.352992/?u=285279", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5144\", \"ground_truth_path\": \"source/test/ground-truth/5144.json\", \"ground_truth_sha256\": \"fd857c6561475fe04ee32f6d7eeba89afca2564e620138cf195a16798893a29b\", \"html_path\": \"source/test/html/5144.html.gz\", \"html_sha256\": \"c3f0d6a732a26fbd567e1f71ba756ebe1a5e7b647df806f6de957ba78532a103\", \"page_type\": \"forum\", \"reference\": \"Any updated recommendations for a bike fitting? Preferably in the Central South Jersey area.\\nThanks.\\n\\nyou got message !\\n\\nAm interested to hear about bike fitter recommendations in Central Jersey or around as well. Maybe Jersey City is ok too.\", \"url\": \"https://www.roadbikereview.com/threads/bike-fitting-recommendations.352992/?u=285279\", \"with\": [\"Any updated recommendations for a bike fitting?\", \"Am interested to hear about bike fitter recommendations in Central Jersey\"], \"without\": [\"Log in\", \"Forum software\", \"62 posts\", \"Jump to Latest\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5148", "input": "https://backpackinglight.com/forums/topic/41395/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5148\", \"ground_truth_path\": \"source/test/ground-truth/5148.json\", \"ground_truth_sha256\": \"32cc2d510af14cd20d27b6d3b19cb55eda5698951a83f8d95f1b75c71d93cddb\", \"html_path\": \"source/test/html/5148.html.gz\", \"html_sha256\": \"dc42d734aab86b20a96c11493064ad52407c658cede8046344a06392d3916c7a\", \"page_type\": \"forum\", \"reference\": \"Jan 11, 2011 at 1:23 pm\\n\\n#1267583\\n\\nBPL Member\\n\\n@addiebedford Locale: Montana\\n\\nCompanion forum thread to:\\n\\nHyperlite Mountain Gear Echo Ultralight Modular Shelter System Review\\n\\nJan 11, 2011 at 3:59 pm\\n\\n#1682862\\n\\nMember\\n\\n@newtonick Locale: Chicago Area\\n\\nI don't think that video qualifies as a \\\"heavy thunderstorm\\\", but I wish more reviews included videos like the above. I love the sound of rain on a tarp. I want to loop that sound and use it as sweet white noise to sleep to:-)\\n\\nI like the modular system, but doesn't seem worth the price in this case. For $600 I could get a few different just as light, or lighter options.\\n\\nJan 11, 2011 at 5:06 pm\\n\\n#1682901\\n\\nMember\\n\\n@mzion Locale: Boulder, CO\\n\\nThe URL you guys have posted for Alpinelite Gear is missing the 'lite' part!\\n\\nJan 11, 2011 at 7:36 pm\\n\\n#1682972\\n\\nMember\\n\\n@ryan_hutchins Locale: Somewhere out there\\n\\nIt's interesting to me that this is getting a recommended rating in comparison to tents. I've had the opportunity to set up this shelter (prototype echo1) and while I agree with some of the cons listed, particularly that the headroom is not extremely spacious, and that the price is a shocker; I have to ask, why are we comparing a tarps set up time to a tent? While I may on the minimalist side of the spectrum (sure hope so) I think this is the ideal shelter for ultralight backpacking. It should have phenomenal weather resistance given it's shape, the modular design allows adaptability for various trips, the guy system is one of the best I have used (I generally prefer a truckers hitch, but this works really well) and its bug net and the high bathtub floor \\\"walls\\\" eliminate the need for a bivy, somewhat compensating for the added weight of the bug net. Having spent a lot of nights with two adult fellas in a Golite hut 1, this seems like the obvious evolution of that design.\\n\\nAs mentioned in the review, the stormproofness offered by the beak of the HMG shelter is a distinct advantage over comparable tarp shelters, and for the devout minimalist can be left off. Of course it won't have the head room of a mid style shelter, because it's not one. The use of trekking poles to set it up supports it's categorization as a minimalist shelter, so why compare it to less minimalist shelters that require a separate pole (and I generally don't even hike with poles)? Just seems like it is comparing apples to oranges.\\n\\nFor what it is, a minimalist adaptable shelter I would highly recommend this shelter.\\n\\nI just wish I could afford one!\\n\\nJan 12, 2011 at 2:40 am\\n\\n#1683060\\n\\nBPL Member\\n\\n@dandydan Locale: Canadian Rockies\\n\\nGood job on the review Will. As an Echo I owner, I agree with everything. A bit more headroom would be nice, but the most important thing to me is that I'm crawling into a durable, well made shelter that provides worry-free protection from heavy rains, condensation and bugs for a very low weight.\\n\\nFWIW, I have shaved several ounces off my Echo using lighter guyline, tensioners and shockcord as discussed at the link below. The main 3 components now weigh 21.2oz.\\n\\nhttp://www.backpackinglight.com/cgi-bin/backpackinglight/forums/thread_display.html?forum_thread_id=37100\\n\\nJan 12, 2011 at 7:28 am\\n\\n#1683094\\n\\nBPL Member\\n\\n@mpl_35 Locale: NoCo\\n\\nvery nice review. good job.\\n\\nJan 12, 2011 at 8:35 am\\n\\n#1683125\\n\\nMember\\n\\n@johnatha1 Locale: PNW\\n\\nEven though I don't care for this shelter, I have to at least note that Will's reviews are top notch! Thanks again Will, and a special thanks for the videos. Love the rain on the Cuban.\\n\\nJan 12, 2011 at 3:03 pm\\n\\n#1683255\\n\\nBPL Member\\n\\n@rossbleakney Locale: Cascades\\n\\nThanks for the excellent review. I appreciate the information. I hope you are able to review some of the gear that you put down as comparisons.\\n\\nJan 12, 2011 at 3:06 pm\\n\\n#1683257\\n\\nMember\\n\\n@metck Locale: Netherlands\\n\\nIndeed a very insightful review.\\n\\nBy the way, the sound of the rain on the shelter actually makes me long for a hiking trip.\\n\\nJan 12, 2011 at 4:21 pm\\n\\n#1683285\\n\\nHello Everybody,\\n\\nI have been using the HMG Echo 1 (full production, non prototype) for a couple of months now. It has been used for about 45 nights here in the Redwood region of Northern California. The longest I have had it setup 24/7 was 11 days, in which it rained for all eleven days non-stop. On day 9 the tarp finally began to saturate. For comparison, a Zpacks cf tarp setup along side of it saturated on day 10 and a SpinnUL tarp saturated on day four.\\n\\nAs was mentioned by the reviewer, the head-height of the insert is an issue. I am 6'1 and my head hits the net just sitting up in it. After I inflate my NeoAir pad I am totally unable to sit up and am forced to crawl into/outof it. This will be the #1 reason (and only reason) why I will sell it once it gets back from a buddy who is trying it out. There is a point where I am willing to accept \\\"cons\\\" on the good/bad list and than there is a point where no matter how light or nice the rest of a product is, that one thing makes it unacceptable for thru-hikers or just those going out for a week or two. Most of you understand what I mean by this. Hitting your head every time you try to sit up, for me, is one of those things that makes me never want to use it.\\n\\nI also had a serious issue with the zipper. The first day out it got stuck in one spot. I was able to get it loose but a few days later it got stuck again. To be clear: there was no pressure on the zipper the first time it got stuck. The insert was not staked down and it was not compressed in any way. However, there is an angle on the zipper path right where it makes the turn down/up and that is right where it got stuck the first time. The second time around I was in the insert and was totally stuck. I really was about five seconds away from ripping the insert in order to get out (had to water a tree, bad). Finally, I thought to myself \\\"Ok, give it one really hard tug, it will either unzip or rip\\\". Thankfully, it pushed past the stuck part and unzipped. It was the last night on-trail so once I got back home I started working with the zipper and after awhile I have gotten it almost working, but it still does gets stuck at times. Sadly, a small bit of the bug netting right where the original zipper-stuck area was, has split and now I have a couple of small holes in the insert. That really sucks. Clearly was an issue with either the development at that one spot (HMG has indicated to me they have not had any other zipper failures) or it was just plan bad luck on my part.\\n\\nI did contact HMG about this and they agreed to do a swap for my broken insert for a brand new one. I also contacted HMG about a missing tie-out that was not included for the beak, which they sent out the next day.\\n\\nMy thoughts on the tarp:\\n\\nVery nice. I do not understand why the reviewer said he had \\\"flapping\\\" issues. I have been able to get this tarp setup amazing tight so that there is zero flapping and zero material that is loose. Yes, it can consume a bit more ground-space than what one might expect, but after a few times you come to realize you do not need (and I have found it is actually better) to put your tie-out stakes far away from the tarp. I end up putting my stakes almost directly where the tie-outs connect to the tarp, maybe an inch or two away. Remember though that I live in the middle of a rain forest. Overall, this is one of the nicest tarps I have encountered.\\n\\nMy thoughts on the beak:\\n\\nI like the beak. I wonder if the snap-buttons are really all that necessary. Could use clips instead and save a bit of weight. Been doing it that way on tarp beaks for a long time, so not sure why the snap-buttons are there. As many others (including myself) have said in the past, we/I do not care how much HMG says water will not get into the foot-end of the setup, this setup *needs* to be designed with a foot-beak. For the record, yes, I have got horizontal rain into the foot of the insert. Just once, and just a handful of drops. That was even when it was setup in the direction the wind was coming from at time of setup (hellish storm caused the weather to go back the direction it came from – oh boy, more rain, sigh). Other thing with the beak, it's a wee-bit hard to reach all the way out to the end of the zipper. That said, it does provide a great deal of room for storage. I can easily get my HMG Windrider, my shoes, and a few other small things within the vestibule area. Not an issue for myself, but the lack of a foot-beak also makes some be concerned about privacy. Totally understandable.\\n\\nMy thoughts on the insert:\\n\\nAs indicated above, and by the author of this review, it is just too low in head-height. That said – the #1 reason I bought this was because of the bathtub side-wall height. I wanted (actually, needed) something with 8-12 inch sidewalls (rain, rain, rain = always soaked and muddy soil). The HMG Echo 1 Insert has the highest bathtub sidewalls I have found of any insert. I beyond love this aspect of this setup!! But because of the lack of head-room I just cannot see me keeping this for any of my thru-hikes over the next few years (~3500 miles). As for the durability of the bathtub, it is very very tough. Unless I was somewhere that the ground was nothing but a bunch of very sharp rocks I would have no issue with setting up this system anywhere. Suppose if you really were worried the GG Polycryo ground cloth could be an option (and HMG has indicating they are planning on releasing their own CF ground cloth for the Echo 1) but I just do not see a need for it. I have also used the insert as a stand-alone. You do have to take something off the tarp and slap it onto the insert, but it is easy enough to do. Would make sense if they just put a grommet for your pole right onto the insert cord though.\\n\\nMy thoughts on setup time:\\n\\nMy first time setting it up took about three minutes. My time now for setting it up takes around 45-60 seconds depending on soil/stake issues and learning its tricks – no different than any other setup.\\n\\nIf you know you will be in an area where there will be a need for the insert day-after-day you can leave your insert attached to the tarp (and your beaks for that fact) and that saves about 30-45 seconds on setup time and makes packing it up all the much easier.\\n\\nMy thoughts on quality:\\n\\nThe decisions they made to use different weight cuben fibers in all of the different places are dead-on perfect. The seams are done the right way and not the wrong way when it comes to working with cf. HMG is one of the few that do it the right way and it shows in their quality and durability. Except for the small tear in my bug-net due to the zipper-getting-stuck-issue the bug netting is perfect.\\n\\nSo to summarize my own thoughts on this setup:\\n\\nIf you are under 5'9 and do not use an inflatable air pad this is one of the finest sub-2 pound setups I have encountered (and I have tried my share of them over the last few years, including the ones mentioned by the reviewer) and very likely is the finest. Yes, there are things you can do to shave a couple of ounces off of it, but I understand why it is shipped the way it is with those extra few ounces. Additionally, if you value your privacy or encounter horizontal rain the lack of a footer beak will be an issue. Setup time on this is very quick – especially if you leave everything attached to the tarp.\\n\\nI would 100% recommend this tent setup for anybody in a 3-season situation, provided you are under 6-feet and do not use an inflatable sleeping bad. The price might seem a bit high but with the exception of a foot beak you are getting a whole lot of high quality cuben fiber for that price tag.\\n\\nJohn,\\n\\nEureka, California\\n\\n(Jan 16, 2011: I have updated this post to reflect updated details and fix typos)\\n\\nJan 12, 2011 at 4:54 pm\\n\\n#1683297\\n\\nBPL Member\\n\\n@johngiesemann\\n\\nIn the Comparisons section, you note that neither the Gossamer Gear SpinnTwin tarp or the MLD Grace Solo or Grace Duo tarps have a beak. However, they are significantly longer than the HMG tarps. This should definitely have an effect at reducing the amount of rain that enters.\\n\\nI currently hike with a Granite Gear White Lightning tarp (and really want to buy a lighter system such as the HMG, Gossasmer Gear Spinn Twin, or MLD Grace trap) that approximates the Gossamer Gear SpinnTwin tarp in size. When I pitch it in storm mode and get it oriented correctly to the wind, I have very little problems with rain.\\n\\nThanks for the always insightful reviews!\\n\\nJan 12, 2011 at 5:10 pm\\n\\n#1683304\\n\\nSpectator\\n\\n@herman666 Locale: Northern Virginia\\n\\nLooks a little like my Bilgy which is very similar in shape but not modular. The price of modularity would appear to be weight. The net in the Bilgy is fixed to the walls making the roof netting unnecessary. What this tent shows us most of all is that if some of its ultralight competitors were made of cuben instead of silnylon or spin,they'd weigh about half what the echo weighs.\\n\\nJan 12, 2011 at 5:42 pm\\n\\n#1683316\\n\\nBPL Member\\n\\n@markhurd Locale: Willamette Valley\\n\\nAm I missing something here? The Echo I appears to be a nice piece of kit with high tech cuben and modularity, but for $300 less you can get a TarpTent Contrail which is a similarly shaped more spacious tent with room to sit up, even for tall people, and a weight penalty of only about an ounce, maybe two. (Remember the Echo I wt. is without stakes). I concede the Contrail is not modular, but I would bet most folks will end up taking all the Echo pieces along when they go out anyway, you never know when it's going to rain or how bad the bugs will be. Still the Echo is an interesting, albeit expensive, alternative.\\n\\nHappy Trails,\\n\\n-Mark\\n\\nJan 12, 2011 at 5:48 pm\\n\\n#1683318\\n\\nBPL Member\\n\\n@gmatthews\\n\\nGood review.\\n\\nIMO the price is too high (unless that is a typo)\\n\\nJan 13, 2011 at 12:51 pm\\n\\n#1683594\\n\\nBPL Member\\n\\n@dandydan Locale: Canadian Rockies\\n\\nMark, the key difference is that the Contrail is a single wall shelter whereas the Echo I is almost entirely double wall (just the small area on the foot end is single wall).\\n\\nJan 13, 2011 at 3:47 pm\\n\\n#1683661\\n\\nBPL Member\\n\\n@markhurd Locale: Willamette Valley\\n\\nDan,\\n\\nYeah, I know there is a little of comparing Apples to Oranges. So I probably should have compared it to SMD's Gatewood Cape + SMD Serenity NetTent which is even lighter (18 oz w/o stakes), double walled, arguably modular, has more coverage than even the Echo II, more headroom, is half the price, and is dual use to boot. But you are right, it was not fair to compare it with a single wall Contrail.:-)\\n\\n-Mark\\n\\nP.S. Dan, I am not knocking your choice. I'm sure the Echo is a great set up. It is just that, at the price, it is good to comparison shop. I love cuban and have a Z-pack to prove it. I really do appreciate the BPL reviews of all the new gear, but there is some old gear out there that compares favorably, and for some reason Will didn't mention the Gatewood combo.\\n\\nJan 13, 2011 at 8:38 pm\\n\\n#1683754\\n\\nBPL Member\\n\\n@dandydan Locale: Canadian Rockies\\n\\nMark,\\n\\nYou're right that the SMD Gatewood Cap + Serenity net tent is a really nice combo. I think this whole design is brilliant. It's true that it's far cheaper, several ounces lighter, fully double walled and has more headroom. I personally dislike silnylon, but a cuben version of this combo would be really appealing to me.\\n\\nHMG has a great product on their hands as well. IMO, they just need to add a bit of headroom and shave a little weight off since it would be easy to do. Several ounces could be saved with lighter guyline, lighter shockcord and 1.26oz cuben (instead of 1.48oz) for the floor. The price is par for the course for cuben and IMO cuben is worth the extra money over silnylon for several reasons (total waterproofness, weight, durability and non-stretch).\\n\\n\\\"The longest I have had it setup 24/7 was 11 days, in which it rained for all eleven days non-stop. On day 9 the tarp finally began to saturate.\\\"\\n\\nJohn, can you explain this in more detail? Cuben is essentially plastic, so I don't see how it could saturate. Are you sure it wasn't just wet inside from condensation?\\n\\n\\\"this setup *needs* to be designed with a foot-beak.\\\"\\n\\nI personally don't think it needs a foot beak, but if one was to be added I'd prefer it was just a flat wall that attached (like the GG SpinnShelter) rather than a beak design.\\n\\nJan 16, 2011 at 5:33 am\\n\\n#1684656\\n\\n@Dan,\\n\\nThat is very hard to say… I am not sure. I am far from an expert on materials.\\n\\nWhat I do know is this:\\n\\nI've been around long enough to know what \\\"saturation\\\" is when it comes to most materials. CF is relatively knew to me (about a years experience with it) and while I understand that CF is not 'suppose' to saturate, there are times when it sure does seem like it does/is.\\n\\nHere is the thing (and this is just 100% pure observation on my part)…\\n\\nI have three different tarp material setup next to each other, say (a) silnylon, (b) SpinnUL, and (c) cuben fiber.\\n\\nEventually they all acquire that \\\"saturation\\\" appearance. Typically for me SpinnUL gets it first, than silnylon than eventually (as in many days later) the CF gets it.\\n\\nAll three are setup in the same exact spot (give or take a few feet for having 3 setup at once). Be it on dry ground, on grass, next to a creek, under a redwood tree, whatever.\\n\\nThe same exact characteristics that I have always known as \\\"saturation\\\" with Silnylon/SpinnUL is present on CF. Again, usually takes twice as long.\\n\\nSo, if you want to call this \\\"saturation\\\" of the Silnylon/SpinnUL and not call it \\\"saturation\\\" of the CF… hey, honestly, I got no grounds to stand on to argue the point, I just really don't. I have zero idea of the dynamics of material. I've just got the experience of living in a rain forest to know what happens to what material and how long it takes. Typically accounts for not a darn thing when you want to get technical, but as we all know, when your on-trail being technically right doesn't usually mean a darn thing, eh. The trail is what it is – reality. x-material saturates in x-days, y-material saturates in y-days, and z-material saturates in z-days… that's just how we have to approach living on the trail as I see it. shrugs.\\n\\nAgain, Dan, not a freaking clue as to whether CF actually saturates. Everything I have read about it indicates it takes one hell of a lot of water to permeate CF. Whether saturation of CF is different than what we know of as saturation of Silnylon/SpinnUL is just not one of those things I can call.\\n\\nJohn\\n\\nJan 16, 2011 at 1:06 pm\\n\\n#1684803\\n\\nBPL Member\\n\\n@dandydan Locale: Canadian Rockies\\n\\nThanks John. I appreciate hearing your experiences. You must really learn a lot living in such a wet climate.\\n\\nJan 26, 2011 at 10:23 am\\n\\n#1688654\\n\\nBPL Member\\n\\n@ewolin Locale: Hampton Roads, Virginia\\n\\nTo me this appears very similar to a RayWay tarp plus net tent plus \\\"bat wing\\\" done in Cuben instead of silnylon, with a catenary ridge instead of a straight one, and maybe a taller bathtub floor and zippered access to the net tent.\\n\\nDoes it differ any significant way?\\n\\nApr 17, 2011 at 3:43 pm\\n\\n#1725739\\n\\nMember\\n\\n@tideplay Locale: Upper new York state\\n\\nThanks everyone for review and comments.\\n\\nAs an old timer Sierra guide I decided to take matter into my own hands and added a beak to the Gossamer Spin Twin.\\n\\nBecause it has such a large footprint I can use it high off the ground in non wind driven rain or down to the ground or near it\\n\\nfor total protection and enough ventilation.\\n\\nI do not have bug protection, unless I use a mini bug system. However, I find no rain problems whatsoever in multi seasons in the\\n\\nSierras and huge thunderstorms.\\n\\nJust thought I should add this, as the very large footprint with beak is so so light and versatile.\\n\\nEvan\", \"url\": \"https://backpackinglight.com/forums/topic/41395/\", \"with\": [\"Hyperlite Mountain Gear Echo Ultralight Modular Shelter System Review\", \"I like the beak. I wonder if the snap-buttons are really all that necessary.\", \"John, can you explain this in more detail? Cuben is essentially plastic, so I do\", \"Thanks everyone for review and comments.\"], \"without\": [\"mm-payment-options-dialog\", \"You must be logged in to reply to this topic.\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5149", "input": "https://www.discovertenkara.com/ultralight-backpacking/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5149\", \"ground_truth_path\": \"source/test/ground-truth/5149.json\", \"ground_truth_sha256\": \"86e3dad4309f66edbdb8f36799316aa9ab76f70a04ba03079d404df2359751fb\", \"html_path\": \"source/test/html/5149.html.gz\", \"html_sha256\": \"9aa58a4481723a3bc0418cbd6adebb9490814d809bd12d880be1b54f036944c0\", \"page_type\": \"article\", \"reference\": \"Ultralight Backpacking: Don’t Pack Your Fears\\n\\nHere’s the essential, no-nonsense guide to Ultralight Backpacking from a trusted authority (and, importantly, a proper practitioner – not a keyboard warrier!) on the subject. Jay Johnson breaks it down for you from tried and tested kit recommendations through to how to effectively apply UL backpacking principles to your outdoor ventures. I’m delighted that Jay agreed to create this guide for an activity that shares a lot of “common DNA” with the ethos of tenkara as it relates to general fly fishing. In fact, anyone who spends time outdoors (or who often feels overwhelmed by modern life’s complexity) will learn a lot from his wisdom in this post: Take it away Jay…\\n\\nUltralight Backpacking vs. Tenkara\\n\\nFor many, tenkara\\nand ultralight backpacking go hand in hand. Numerous ultralight\\nbackpackers have stumbled across tenkara in search of a simple,\\nlightweight, and compact solution for fishing while in the backcountry.\\nThe ultralight backpacking community has embraced tenkara due to its\\nsimple and utilitarian nature.\\n\\nTenkara\\nanglers could benefit from embracing the ultralight community as well.\\nUltralight backpacking enables you to hike further, faster, and safer.\\nIt also leaves room in your pack for luxury items like a nice camera,\\nsome booze, or a full tenkara setup (like the one shown above).\\n\\nBut What Exactly is Ultralight Backpacking?\\n\\nIn\\ngeneral, backpackers use their base weight (the weight of carried gear\\nminus consumables like fuel, food, and water) to categorize their\\nbackpacking style\\n\\nLightweight ( LW ) backpacking involves a base weight of less than 20 pounds, an ultralight ( UL ) base weight is sub 10 pounds, and super ultralight ( SUL ) carries a base weight under 5 pounds.\\nAs the ultralight community evolved, the focus on pack weights like 5,\\n10 or 20 pounds have all but vanished in favor of an ultralight\\nphilosophy rather than arbitrary base weights. People realized you\\ncan backpack in -10°F, or be on an elk hunt or fishing trip, carry more\\nthan a 10-pound base weight out of necessity and still practice\\nultralight principles. So, if a sub 10-pound base weight isn’t the magic\\nnumber to aim for, how does one become ultralight?\\n\\nThe Philosophy and Practice of Ultralight Backpacking\\n\\nUltralight backpacking philosophy can be summed up in one tenet:\\n\\n“ Take less stuff ”\\n\\nIt’s\\nas simple as that. And as simple as that sounds, it’s often the most\\ndifficult mental obstacle for people to overcome. To start, dump out\\nyour pack and do a mental inventory of everything you carry and ask\\nyourself, “Do I need this?” Do you have 2 extra pairs of shorts, 4 pairs\\nof socks, and 3 shirts for a 3 day, 2 night trip? You don’t need it.\\nYou only need the clothes you hike/fish in and a set of dry clothes to\\nsleep in at night. Embrace the stink and wear your hiking clothes for\\nmultiple days at a time.\\n\\nWhat Else to Strip Out\\n\\nNow\\nthat you’ve trimmed redundancy in your clothing, let’s look at some\\ngear. You don’t need two bowie knives, a neck knife, and a folding\\nknife. You’re not fighting off bears or ISIS and you’re not building a\\ntree house. A simple folding knife or a light, fixed blade knife under\\n4” is more than enough for the reality of its use, which is usually\\nopening up a stubborn food bag or cutting some cord. Use this approach\\non all your gear to remove multiples of items and to ensure you are\\ncarrying appropriate items.\\n\\nAfter\\nremoving duplicate items, it’s time to take even less stuff. A lot of\\nthe consumables we carry don’t count towards our base weight but are\\nstill felt on our backs. Weight can add up quickly when it comes to sun\\nscreen, bug spray, soap, toothpaste, etc. Rather than taking a full 6oz\\nbottle of bug spray, repackage it into a 0.35oz or similar size mini spray bottle.\\n\\nYou\\nmight be thinking a difference of 5.5ish ounces isn’t that much, but\\nwhen you apply this principle across multiple areas, especially liquids,\\nyou start to shed pounds rather quickly. Streamlining the amount of\\ngear you carry is the easiest and most economical way to lighten your\\npack, but eventually money will come into the equation.\\n\\nThe\\nFIRST thing you should buy, if you don’t already have it, is a scale.\\nYou don’t need a drug dealer quality scale, but you want one that can\\nweigh multiple pounds and still have accuracy down to one- or two-gram\\nincrements. Now, weigh everything you carry. If you have an appreciation for organization, create a LighterPack\\nto generate a pack list and visualize your heaviest items with the\\nautomated pie chart built into the site. Even if you don’t take the\\nLighterPack route, it helps to write down numbers. This will help you\\ndetermine which items to start replacing.\\n\\nWhat to Buy?\\n\\nThe Big 3\\n\\nThe heaviest items for backpacking are most likely your backpack, shelter, and sleeping bag, collectively known as The Big 3. If you are going to spend money replacing your gear for lighter options, it’s a good idea to target these three items.\\n\\nWith that said, I would recommend getting a new backpack last\\n\\nUltralight\\nbackpacking tends to not only decrease the weight of your gear, but\\nalso the volume. Lower weight and volume gear allow for a smaller,\\nlighter pack. Buying a new pack after replacing your shelter, sleeping\\nbag, and other items like your sleeping pad, cook kit, etc. will allow\\nyou to pick an appropriately sized pack for your loadout.\\n\\nUltralight Backpacking Tents\\n\\nReplacing The Big 3 can\\nbe expensive but will offer the most bang for your buck when it comes\\nto buying a lower base weight. For example, an REI or Sierra Designs\\ntent can weigh anywhere from three to five pounds and are quite\\nvoluminous. Looking to cottage gear companies that design and make their\\nown gear in house provide much better options than major manufacturers\\nfound in Walmart, REI, MEC, or whatever local big box retailer available\\nto you.\\n\\nDyneema Composite Fiber (DCF),\\nformerly known as cuben fiber was originally used for sails on\\ncompetition boats but have found a home in ultralight backpacking as\\nstuff sacks, backpacks, tarps, tents and more. DCF is one of those\\nthings that will give most people sticker shock.\\n\\nThe\\nZpacks Duplex tent, a 2-person tent and a staple in the ultralight\\ncommunity composed of DCF, will set you back $600 USD. Is it worth it?\\nWell, that depends. What DCF offers that most other materials do not is\\nnot only a tensile strength up to 15 times stronger than steel, but also\\nhas no stretch and is 100% waterproof. These features combined with\\nextreme lightweight make a perfect combination for tarps and tents.\\n\\nUltralight\\nshelters, however, do not need to be expensive. Many opt for a bivy +\\ntarp combo. A DCF 7’x9’ tarp combined with a bivy or bug bivy can cost\\nabout $300 dollars and weigh as little as 10 to 12 ounces. $300 dollars\\nfor a shelter is comparable to major manufacturers at a fraction of the\\nweight. If you are looking for more economical options, you can skip the\\nDCF for a SilNylon or Silpoly tarp.\\n\\nThese\\nmaterials are cheaper but will have some stretch (requiring guyline\\nadjustments) and can become saturated with water (increasing your pack\\nweight when wet). Anglers can really benefit from a tarp setup.\\nBeing next to water out of necessity involves conditions ripe for\\ncondensation issues. Tarps can be setup to allow for maximum airflow,\\nmitigating condensation issues inherent in a more enclosed tent design.\\nWhether you go for wildly expensive DCF tents or a more affordable\\noption, replacing your shelter with an ultralight option is an obvious\\nchoice when aiming to drop pounds from your pack.\\n\\nSleeping Bag?\\n\\nMoving\\nonto sleeping bags, I offer a solution that some people are familiar\\nwith, while others might have some questions and doubt: Don’t bring a\\nsleeping bag at all…\\n\\nInstead, use an ultralight quilt\\n\\nBut\\nwhy? First, let’s look at the standard mummy bag. The advantage of\\nbeing fully enclosed in a puff of warmth sounds great, but it’s an\\ninefficient design. When in a sleeping bag, a large portion of\\ninsulation is crushed underneath you, offering no warmth. It’s extra\\nweight that has no use. Another problem with that crushed insulation is\\nfor people that find themselves tossing and turning in their sleep. As\\nyou rotate, your sleeping bag tends to rotate with you and that crushed\\ninsulation is now exposed to air creating cold spots and discomfort.\\n\\nThis\\nis where a quilt comes into the equation. Think of the quilt not so\\nmuch as just an ultralight blanket, but a mummy bag that has been cut\\nand resewn in the appropriate places. Most quilts are designed to have a\\nclosed footbox of some sort and roughly a quarter length of zipper to\\ncontain your feet. Beyond that, quilts have various strap systems,\\ndepending on manufacture, which strap your quilt onto your sleeping pad\\nto remove air gaps and cold spots.\\n\\nThe\\nbeauty of this is, when tossing and turning, the quilt stays in place on\\nyour pad. No crushed insulation. No cold spots. Cottage brand quilt\\nmakers also offer superior customizing options compared to the big\\nbrands. Sizing a quilt to your desired length and width means maximum\\nefficiency for heating up only the insulation that will be used to keep\\nyou warm. Ultralight quilts range anywhere from budget brands to top of\\nthe line, but a couple things usually hold true:\\n\\nA quilt will always be lighter and take up less space than a bag when comparing equal temperature ratings\\nA quilt is usually cheaper when comparing high end models and equal temperature ratings\\n\\nIn the end, you can get a warmer, smaller, and lighter quilt for cheaper than a standard sleeping bag.\\n\\nUltralight Backpacking: Backpacks!\\n\\nIt’s\\ntime to talk about backpacks. First, you don’t need one with 20\\npockets, multiple attachment points to hang excess gear, a brain\\n(compartment on top of the bag), or 70-liter capabilities. Bags with\\nthese options often find themselves weighing up to 5 pounds! That’s\\nbefore we even put anything in it. That’s crazy talk!\\n\\n As\\nyou dial in your ultralight gear, you’ll find that it is quite compact\\nand as your weights decrease, so does pack volume. As base weights drop\\ndown into the 15, 12, 10 or *gasp* 7-pound range, you’ll no longer need\\nultra-beefy packs with massive hip or shoulder pads and quite often can\\nlose the frame in favor of a frameless pack.\\n\\nRealistically,\\nyou only need a pack with a main compartment, a couple side pockets for\\nwater bottles (or storing tenkara rods), a mesh back (for easy access\\nitems or drying stuff), and maybe some hip pockets for convenient\\nstorage. A general rule of thumb is if your total pack, including\\nconsumables is less than 20 pounds, a frameless pack with wide shoulder\\nstraps is quite comfortable. These types of packs generally weigh 10 to\\n14 ounces and cost less than many packs at your local retailer.\\n\\nIf\\nyour total weight with food is above 20 pounds, this is where packs\\nwith frames or metal stays attached to a hip belt come in to play. These\\nmore supportive packs will run around the same price as “traditional”\\npacks but with half the weight or less.\\n\\nWhere to Draw the Line for Buying Ultralight Kit\\n\\nAfter The Big 3,\\nthere are plenty of other options for you to replace your gear with\\nlighter options. Major brands have realized the desire for ultralight\\nsleeping pads. This is one of the few places where Therm-a-Rest, Big\\nAgnes, Nemo, REI, etc. have legitimate ultralight options for full\\nlength inflatable sleeping pads that offer warmth and comfort but still\\nweigh between 10 and 16 ounces.\\n\\nAn even lighter option would be closed cell foam sleeping pads as thin as 1/8 th\\ninch thick. The idea here is that the pad is more for stopping\\nconductive heat loss and less about comfort. To find comfort with a\\nsuper thin CCF sleeping pad, campsite selection will involve looking for\\nsoft areas with comfort (grass, duff, rich soil) built into the ground.\\n\\nAfter the The Big 3 + sleeping pad, buying weight savings becomes increasingly less cost effective\\n\\nAre Ultralight Backpacking Stoves (and UL everything else) Worth Your Money?\\n\\nBottom\\nline? Titanium cook kits, ultralight stoves, titanium tent stakes,\\ninsulated jackets, headlamps etc. tend to be expensive items compared to\\ntheir heavier counterparts and at this point, you might be able to drop\\nan ounce or two from a single item, but it’s not dramatic weight\\nsavings like the previous major items.\\n\\nGetting Serious and Systemising Your Ultralight Backpacking\\n\\nIf\\nyou’ve made it this far, I might as well bring up the next level of\\nultralight backpacking which involves using the entirety of your gear as\\na system. For instance, there are some pretty good lightweight options\\nout there for pillows. However, you could also use a stuff sack with\\nyour non-sleep clothes stuffed inside and a buff around the outside to\\ncreate a soft pillow to sleep on.\\n\\nInstead of taking a full-length sleep pad,\\nyou could use a torso length pad to cushion the heavier pressure points\\nlike your shoulders, hips, and butt, then use your empty backpack to\\nstop conduction under your legs and feet. It’s all about getting back to the philosophical idea of taking less stuff. Ask yourself: Do I need this item?\\n\\nDon’t Pack Your Fears\\n\\nAn\\nimportant mantra in ultralight backpacking is “Don’t pack your fears.”\\nWe bring giant knives because of the fear of, “what if I’m in an\\nemergency situation and I need to build a shelter, spear some game, or\\ncut my hand off that’s stuck underneath a fallen boulder.” We bring med\\nkits that weigh 3 pounds because we’re told to and it makes us feel\\nsafe. But coming from an EMT, I promise you most of the stuff that comes in generic pre-made first aid kits aren’t going to save your life.\\n\\nRealistically,\\nthe top three ways people die in the outdoors are Falling, Drowning,\\nand Heart Attack. You’ll probably have less of a chance of falling if\\nyou don’t overburden yourself with a heavy, unbalanced pack. As for\\ndrowning and a heart attack, CPR weighs nothing. Now, I’m not telling\\nyou to pack stupid light or not bring any sort of med kit. But don’t\\nfall into the trap of being overburdened by “what if’s”.\\n\\nFrom This Article, Too: Only Take What you Need\\n\\nSo,\\nwhether you want to go all out and replace your kit with ultralight\\ngear, or simply want to apply the principles of taking less. I encourage tenkara anglers to start looking at their backpacking gear critically. Sleeping on a torso length, 1/8 th\\ninch CCF sleeping pad isn’t for everyone, but don’t mistake ultralight\\nbackpacking with being uncomfortable and don’t get hung up on weights.\\n\\nIn the end, it’s all about getting outdoors. Get outside. Go deeper into the mountains up into the Genryu areas. Do it with a lighter pack.\\n\\nTo help you get started with your quest for ultralight philosophies and gear, check out these sources and companies:\\n\\nAndrew Skurka – he’s done it all when it comes to ultra-distance, ultralight backpacking\\n\\nRay Jardine – do it the Ray-Way, learn from the godfather of ultralight DIY gear\\n\\nr/ultralight – subreddit dedicated to ultralight backpacking\\n\\nBackpackinglight – website and forum where many people first learned about ultralight\\n\\nLitesmith – ultralight accessories like mini-scissors, mini-bottles, headlamps, cordage, and more\\n\\nGossamer Gear – shelters, sleeping pads, accessories\\n\\nZpacks – shelters, backpacks, clothing, accessories\\n\\nMountain Laurel Designs – shelters, backpacks, quilts, accessories\\n\\nNunatak – quilts, sleeping bags\\n\\nKatabatic Gear – quilts, sleeping bags\\n\\nEnlightened Equipment – quilts, clothing, accessories\\n\\nMontbell – their Japanese and International websites offer gear for ultralight backpackers & anglers\\n\\nJay\\nJohnson is an ultralight backpacker obsessed with tenkara and Genryu.\\nWith an education background in Urban Planning, Sustainability, and\\nConservation Biology & Ecology, he not only takes an\\ninterdisciplinary approach to science, but approaches his hobbies with\\nthe same dedication to analysis and detail. He can be found at the Headwaters Facebook group with likeminded anglers who share their love for exploring mountain streams with a backpack and fishing rod.\\n\\nHuge\\nthanks Jay from me and JP – you’re the UL Backpacking OG Guru to us!\\nIt’s very striking how many common themes there are between this modern\\nethos of ultralight backpacking and the ancient skillsets of the Matagi bear hunters and Shokuryoshi (professional mountain fly fishers) of Japan. So tons of food for thought…\\n\\nPaul\\n\\nPS if you liked Jay’s info – you should share it by clicking the social share buttons on this page (other folks need to hear this too) – and if they’re SOMEHOW not already studying our free email lessons and updates – They can fix that by Clicking Here.\", \"url\": \"https://www.discovertenkara.com/ultralight-backpacking/\", \"with\": [\"Here’s the essential, no-nonsense guide to Ultralight Backpacking from a trusted\", \"found in Walmart, REI, MEC, or whatever local big box retailer available\", \"your total weight with food is above 20 pounds, this is where packs\", \"ethos of ultralight backpacking and the ancient skillsets of the Matagi bear hun\"], \"without\": [\"Terms and Conditions\", \"all rights reserved.\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5151", "input": "https://backpackinglight.com/forums/topic/377/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5151\", \"ground_truth_path\": \"source/test/ground-truth/5151.json\", \"ground_truth_sha256\": \"0af1c5c9364bef344e9426f0a9c81ada364c34f6ee3300edec9aa6780c475bb0\", \"html_path\": \"source/test/html/5151.html.gz\", \"html_sha256\": \"cb4975d2d8c9f192ef2a8d12de382ffb39726104008d06358106da70c0f4378a\", \"page_type\": \"forum\", \"reference\": \"Mar 11, 2005 at 6:36 am\\n\\n#1215959\\n\\nAnonymous\\n\\nGuest\\n\\nI came accross this tripod http://www.pedcopods.com/products.htm. The Pedco UltraPod I weights 2oz and has a fully adjustable ball head. It is made out of fiberglass with aluminum threaded components. It also comes with a velctro strap to attach to trees. Seems pretty cool. Anyone try this or other tabletop tripods for backpacking? The other possiblity I was considering is the Vanguard VS41 Flexible MiniTripod, but it doesn’t have a ball head. It also weights 2oz.\\n\\nMar 11, 2005 at 6:55 am\\n\\n#1336085\\n\\nBPL Member\\n\\n@hikerfan4sure\\n\\nI have no experience with those tripods, but bought a similar tripod at REI. It worked fine except I set the camera on some fine sand for a self-timer shot and while I was posing the wind picked up and blew sand in the lens. The protective automatic lens cap wouldn’t open or shut fully for several more days, although it works fine now. I learned to set the camera on rock thereafter.\\n\\nMar 11, 2005 at 9:08 am\\n\\n#1336086\\n\\nMember\\n\\n@jham Locale: Southwest\\n\\nI have the Ultrapod (2 oz, bought at REI for $10). It works great for smaller point and shoot size/digital cameras, like my Sony P-100. The ball head works smoothly, but probably won’t support larger SLR cameras real well.\\n\\nI use the Velcro strap for taking self portraits more often than setting it on the tripod. You can strap it to a horizontal tree branch or vertical trekking pole shoved into the ground, and the ball head will swivel enough in either configuration to compose the shot. Best mini tripod I have used for self portrait review article shots.\\n\\nJay Ham\\n\\nBackpacking Light\\n\\nMar 11, 2005 at 6:47 pm\\n\\n#1336098\\n\\nMember\\n\\n@biggunn-1\\n\\nI have an UltraPod I that I use with my small digital still camera. When I shoot video with my Sony DCR-PC330 mini DV camera, I use the sturdier UltraPod II. Last year I shot a forthcoming short on ultralight backpacking with Glen Van Peski of Gossamer Gear and used the UltraPod II strapped to a tree to get great shots of our whole hiking group trekking through frame. This was also my only tripod for interviews and lockdown shots. They’re both great.\\n\\nSep 5, 2005 at 8:14 pm\\n\\n#1341259\\n\\nAnonymous\\n\\nGuest\\n\\nI have one from [urldecode=http://www.rei.com/online/store/ProductDisplay?storeId=8000&catalogId=40000008000&productId=894&parent_category_rn=4760433&vcat=REI_SEARCH]REI[/url] which looks similar to the pedcopods and it works great.\\n\\nSep 5, 2005 at 8:16 pm\\n\\n#1341260\\n\\nAnonymous\\n\\nGuest\\n\\nI have one from pedcopods and it works great.\\n\\nSep 5, 2005 at 8:16 pm\\n\\n#1341261\\n\\nAnonymous\\n\\nGuest\\n\\nApr 12, 2006 at 4:15 pm\\n\\n#1354699\\n\\nMember\\n\\n@wbrianross\\n\\nIs anyone aware of a small, collapseable, light-weight monopod collapsable to under 10″ but with standard full extension height? Most I seem to find collapse to 18 – 20 inches and aren’t that lightweight. And, I don’t use treking poles, so that “conversion” option won’t fit what I’m looking for.\\n\\nThanks,\\n\\nW.\\n\\nJun 28, 2012 at 7:58 am\\n\\n#1890781\\n\\nMember\\n\\n@nicodebarmore\\n\\nThese tripods are all fantastic for self portraits and simple images, especially with point and shoots. I want to throw my two cents out there regarding tripods and pro-level DSLR setups.\\n\\nAnd yes, a pro-level dslr flies in the face of ultralight principles, but for me it is a required item. In fact, for a weekend trip my pack would normally be 12-15 lbs, but my camera gear brings it up to ~25 lbs. Still not too bad, in my opinion.\\n\\nThe tripod: Gitzo GT1542T Series 1 6X Carbon Fiber Traveler 4 Section G-Lock Tripod for Cameras\\n\\nThese tripods are super sturdy, super versatile, super light (carbon fiber), and unfortunately, super expensive. That high cost will get you a tripod that will last a lifetime and if something breaks (I had an extreme case in a waterfall), Gitzo has fantastic customer service and repair options.\\n\\nIf you are shooting self portraits for an online article, stick with the point and shoot and the very small superlight tripods mentioned above. But if you are shooting pro-level large print quality and panoramas, look into something like that Gitzo.\\n\\nI’ve got more info on ultralight pro photog backpacking setup on my website at\\nhttp://www.nicodebarmore.com\\n\\nCheers,\\n\\nNico\\n\\nJun 29, 2012 at 12:32 pm\\n\\n#1891109\\n\\nBPL Member\\n\\n@noco-jim Locale: NoCO\\n\\nI've used the UltraPod for a while. I've never wrapped the strap on a tree limb, but use the wrap to:\\n\\n+ Carry it on my hiking pole for quick access (as pic'd).\\n\\n+ Wrap it on the cork handle, and use pole in soft ground as tripod (self-portraits)\\n\\nWorks good, would recommend.\\n\\nJul 15, 2012 at 8:58 am\\n\\n#1894875\\n\\nBPL Member\\n\\n@andybryant Locale: The Alps\\n\\nAnother vote for the ultrapod ii – and I also sometimes hike with it attached to the hiking pole. I've added a small RRS QR clamp to the top which makes it super fast to attach to the plate on my camera.\\n\\nJul 16, 2012 at 5:01 am\\n\\n#1895111\\n\\nBPL Member\\n\\n@tauneutrino Locale: Upper Galilee\\n\\nInteresting. 10 lbs?\\n\\nSo I think you take your 50mm f/1.2 (OMG!) and your walk-around 24-70mm f/2.8? Plus 5DMkII.\\n\\nI currently shoot with Nikon D80, 50mm f/1.4 & 18-70 f/3.5-4.5. Wanting to switch to a full frame of the same 5DMkII, but thought about 17-40 f/4L as walkaround + 50f/1.4\\n\\nFor landscapes you don't need f2.8 and 17-40 should be decent lens (according to pics I saw on pbase.com). What do you think about this combo? I think that switching from 1.5 crop factor to FF is a little dangerous for me in the matter of focal lengths, because on FF I get 17mm, not the 25, and 40mm are real 40. I don't care for telephoto right now.\\n\\nBTW, I use polarizing filter and ND gradient 0.6 soft circular filter (Tiffen). Just because I dont want to mess with the holder attaching frame. Yes, I can't move the horizon up and down. But I find it still very versatile. I wanted to move the horizon in 80% of shoots, but this circular filter is so simple and light… Just IMHO.\\n\\nCheers.\", \"url\": \"https://backpackinglight.com/forums/topic/377/\", \"with\": [\"I came accross this tripod http://www.pedcopods.com/products.htm. The Pedco Ultr\", \"Is anyone aware of a small, collapseable, light-weight monopod collapsable to un\", \"+ Carry it on my hiking pole for quick access (as pic'd).\", \"These tripods are super sturdy, super versatile, super light\"], \"without\": [\"mm-payment-options-dialog\", \"You must be logged in to reply to this topic.\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5152", "input": "https://www.fieldmag.com/articles/samaya-ultralight-mountaineering-gear", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5152\", \"ground_truth_path\": \"source/test/ground-truth/5152.json\", \"ground_truth_sha256\": \"8a98ebbfa123662f72586501e5aa26f3a778ec54afc9428b0b0a2fa60bbb33bd\", \"html_path\": \"source/test/html/5152.html.gz\", \"html_sha256\": \"786210dffeebe19612df6e5926410f18b2841994ea4d5470bfbef4d8ef0f1e4e\", \"page_type\": \"article\", \"reference\": \"Ghislain Pipers was a lifelong competitive climber when he enrolled in the École d'ingénieurs Matériaux Textiles (ENSAIT), a textile engineering school in Roubaix, France. Climbing was core to his life, and it became part of his studies when, as a school project, he sought to invent a better bivouacking tent and came up with a new breathable fabric called Nanovent. Flash forward five years and Pipers is now regarded as the brains behind your favorite athlete's favorite tent.\\n\\nThat project evolved into the now-acclaimed Samaya 2.5, a two-person, four-season shelter made of Nanovent and the ultralight fabric Dyneema. Now it's one of the best ultralight tents available, and one of a number of innovative tents and backpacks produced by Samaya, the brand Pipers founded. The company produces ultralight tents for a wide range of uses, from the most technical RADICAL1 to the three-season INSTANT2. All of Samaya's gear has a common thread running through it that draws from mountaineering philosophies of centuries past and the value of innovation. Samaya is also deeply tied to the bivouacking traditions of the French Alps and most importantly, to Pipers' conviction that how you reach a summit matters as much as reaching it at all.\\n\\nBuilding a Better Tent for the Alpine\\n\\nPipers was introduced to high mountains at an early age—he made his first trip to the Himalayas when he was nine, spending six months in Nepal and India while his parents worked traveling medical gigs. This childhood experience and the historic culture of mountaineering in the region would later influence Samaya, which means \\\"a pause in time\\\" in Nepalese. A secondary Buddhist interpretation views samaya as a self-engagement to elevate oneself spiritually and physically.\\n\\n\\\"I like that because I think the bivouac is really the meaning of time,\\\" Pipers said. \\\"You are not making any sport or any activity—you're just making a pause.\\\"\\n\\nPipers began climbing competitively when he was 12. After earning a spot on the French National Climbing Team in the lead discipline, he spent seven years traveling all over Europe to compete. When he enrolled at ENSAIT he'd attend class in the morning and train in the afternoon. But after graduating at 22, Pipers decided to pursue design over a climbing career and in 2020 he released his first round of 500 Samaya2.5 tents.\\n\\n\\\"I didn't want to wake up at 35 years old and say, okay, I'm a great athlete, but I have nothing else. And climbing is not easy to leave,\\\" he said. \\\"I wanted a new challenge and I wanted to work deeper but you cannot do both, I think. So you need to make a choice.\\\"\\n\\nWith the Samaya2.5, Pipers sought to create a better tent for four-season use and bivouacking on high elevation mountainsides. The alpine tent world is full of older designs and was ready for new technologies. Black Diamond's Eldorado, for example, was originally made by Todd Bibler in the 1980s, and it's still sold today.\\n\\nPipers saw significant flaws in these older tents. The single-wall designs often used for high-altitude camps are lighter and more wind-resistant than double-wall options, but they struggle with condensation and gas permeability. Sleep in a poorly ventilated single-wall tent and CO2 builds up, which is particularly unpleasant at high altitude, where breathing is already difficult. Cook inside one and you risk carbon monoxide poisoning. Traditional bivouacking kits are also often somewhat heavy at an average around 22 pounds, and Pipers hoped to cut that in half.\\n\\nTo achieve those lofty goals, Pipers developed NanoVent, an electrospun membrane that allows for precise calibration of waterproofness, breathability, and air permeability. For tent walls—which face less pressure than floors—he optimized for breathability and air permeability while maintaining weather protection. The result, in the Samaya2.5, was a tent that breathed but was more waterproof than most other tents on the market.\\n\\nSamaya uses Dyneema composite fabrics for its Ultra models, which are intended for very intentional, fast missions in the mountains. Lighter and more durable than Nanovent, the Dyneema fabric is biosourced, derived from wood waste from the forestry industry. Production happens in China but materials are shipped exclusively via train to reduce environmental impact.\\n\\\"We tried to produce in Europe but there was no way. There's one factory in the world that could produce this, and we're really close to them. We do a lot of R&D innovation together,\\\" Pipers said.\\n\\nThough Samaya began with four-season tents, deep ties to the French tradition of bivouacking drew it to making three-season models too. Bivouacking, a style of camping akin to what's often done during longer backpacking and bikepacking trips in America, involves setting up a temporary camp at night and dismantling it at sunrise, with an emphasis on Leave No Trace principles. For this reason, bivouac shelters are often small, lightweight tents, or a simple bivvy bag—a lightweight slipcover used by alpinists to protect their sleeping bags from the elements—under the stars.\\n\\n\\\"For me, the meaning behind bivouacking is to take a moment to just be alone or with friends and be close to nature, which is really important for me,\\\" Pipers said. \\\"Taking time in that environment really helps you reconnect to yourself and with your spirits.\\\"\\n\\nSamaya has grown dramatically in the three-season tent category since launching them three years ago, indicating their prevalence in the bivouac, bikepack, and thru-hiking scenes. Their three-season tent sales are quickly catching up to their four-season tents. But Samaya is still best known as a mountaineering brand and is deeply tied to the big mountain culture of the Alps and the Himalayas.\\n\\n\\\"By Fair Means\\\"\\n\\nThe Alps are the cultural focal point of European mountaineering and there's no better gateway to them than Annecy. A small French city an hour and a half from Chamonix, Annecy provides the kind of instant access to alpine peaks, vertical faces, and glaciers that we can only dream of in the United States. For Pipers, growing up in Annecy didn't only foster a love for climbing, it cultivated a unique approach to big mountains that would later grow into Samaya's ethos.\\n\\nAt the core of that is Albert Frederick Mummery philosophy of climbing \\\"by fair means.\\\" Mummery, an English mountaineer in the late 1800s who put up many first ascents in the Alps, practiced \\\"romantic mountaineering,\\\" a way of climbing that holds respect for the mountain and avoids using artificial aids that damage the rock. Mountaineering \\\"by fair means\\\" suggests that how something is accomplished matters as much as the accomplishment itself. The difference lies in what mountaineers refer to as \\\"style\\\"—or, how a climber navigates a space of freedom and self-imposed guidelines in the absence of formal rules.\\n\\nMany of those rules were tossed out the window as peak bagging became more popular and accessible, not to mention lucrative. Since the 1990s, a more capitalist form of mountaineering has held sway, and nowhere more obviously than on the world's 8,000-meter peaks. Referred to as siege style, this is often the approach of modern mountaineering, where multiple stocked camps, fixed ropes, porters, supplemental oxygen, and a large safety net are deployed to bolster the chance of a summit. Siege style is more comfortable and has higher success rates, but requires greater resources and leads to environmental degradation through human and material waste. Maybe you've read the headlines about all the trash on Everest.\\n\\nThough siege style mountaineering currently dominates on the world's most prominent peaks, Pipers isn't interested in creating gear for those types of expeditions. He'd rather work with self-supported climbers and argues that less-experienced climbers might have richer experiences on 6,000-meter peaks, where their abilities are better matched and there aren't queues other climbers leading up to the summit. Strong climbers can put their skills to the test on 6,000-meter peaks, too—Samaya athlete Nick Russell's recent splitboard descent of Papsura, a 21,100ft leviathan in northern India, is a prime example.\\n\\n\\\"I don't say that we should not go to 8,000-meter peaks,\\\" Pipers said. \\\"I say that only people that can go there should go there. And people who do not have the skills or the experience, just find another peak that is doable for you.\\\"\\n\\nSamaya athlete Kílian Jornet also noticed the problems with modern mountaineering after his Everest expedition, writing on his blog, \\\"The consequences of such a massive gathering of climbers became evident when I witnessed the accumulation of waste and human waste in the moraine around the base camp. This pollution not only affects the immediate surroundings but also seeps into the rivers, ultimately impacting the valleys that are fed by the glacier.\\\"\\n\\nPipers and Samaya athletes practice alpine style climbing. It's a romantic notion emphasizing a fast, light, self-sufficient method where climbers carry all their gear, food, and shelter. Alpine style and \\\"by fair means\\\" have always been associated with a smaller impact on the mountain, but in modern times they're strongly linked to environmental protection too.\\n\\n\\\"Destroying the mountain to make the summit possible is not my vision of mountaineering,\\\" Pipers said.\\n\\nThe Samaya High Camp\\n\\nTo create the highest level tents for alpine style missions, Pipers needed an innovation lab comparable to what larger brands like Arc'teryx or Salomon use, so he established Samaya High Camp. Part of their Annecy headquarters, the High Camp is a design center with an impressive array of scientific machinery that pushes the limits of their materials and designs. There's a 20-square-meter cold chamber reaching -30°C where testers sleep in tents surrounded by sensors and a homemade wind machine that generates 60-mile-per-hour gusts. Artificial rain tests for leaks, and textile equipment measures tensile strength, abrasion, and UV degradation.\\n\\nThere's a reason other alpine brands like Salomon have their design center in Annecy, too. The small city offers unparalleled access to the Alps, a real-world testing ground that's critical to the R&D process.\\n\\n\\\"We can just take a lift in Chamonix and we are on an almost 4,000 meter peak and we can just sleep there and really live the same conditions as an expedition,\\\" Pipers said. \\\"So we have that environment to help us to design products that are really cutting edge.\\\"\\n\\nLab testing can only go so far though, which is where Pipers' climbing connections and professional athletes come in. Samaya's access to Chamonix is ideal for R&D when products are ready to leave the Samaya High Camp, but it's the day-after-day use by athletes who bring Samaya gear on their own projects in mountains around the world that proves their trailblazing design. Colin Haley, a Seattle-based fast and light alpinist best known for his traverses of the Torres in Patagonia, is part of the Samaya family. Kílian Jornet, one of the most famous alpinists in the world, ran up Everest twice in a week while camping in a Samaya tent. The aforementioned Nick Russell, a Patagonia athlete, used Samaya tents on his Papsura mission too.\\n\\nWith their focus on the scientific process and innovation, it's no surprise that Pipers draws inspiration from Arc'teryx. \\\"When Arc'teryx put the first jacket at $900 thirty years ago, that was a big push and I think that's what we're doing with our tents,\\\" he said. \\\"When we launched at €1,000, everyone said a tent shouldn't cost that much…Now we sell them at €2,000 to €3,000. That's the only way to bring new things to market because the materials are so expensive.\\\"\\n\\nThese days, however, Samaya might be more akin to Patagonia than Arc'teryx. Innovation is crucial, but so is the philosophy guiding why a product gets made at all. Today, Arc’teryx seems equally focused on cladding the Seattle tech bro but Samaya's intention has held firm since the beginning. The designs and fabrics might be technologically advanced, but their fundamental purpose is still to help people pursue alpine-style missions in harmony with the mountains.\\n\\nAre Samaya Tents Worth the Price?\\n\\nFor those with the budget, the ability to purchase the most innovative products is reason enough to support Samaya. There are long-established alpine tents on the market with serious followings, like the Black Diamond FirstLight and Eldorado, and the Mountain Hardwear Trango 2, but the majority of these brands still use dated fabrics and designs. The First Light is actually lighter than many NanoVent Samaya tents but the fabric isn't waterproof.\\n\\n\\\"If you want to save a kilogram, you choose Samaya 2.0,\\\" Pipers said. \\\"If you want to save $400, you choose Black Diamond.\\\"\\n\\nIt's the smaller brands like Samaya, Tarptent, and Locus Gear who are making four-season tents that use the newest fabrics and save the most weight. Of these smaller brands, Samaya has the strongest alpine background key to creating a high-performance, ultralight mountaineering tent.\\n\\nPrices and product specs are only one part of the consideration though. Like everything with Samaya, it's really a question of philosophy. Alpine versus siege, romantic versus capitalist, innovation versus market safety and shareholder profits.\\n\\n\\\"We make products to connect to nature,\\\" Pipers said. \\\"There's no sense in making bad products.\\\" It's gear designed to enable alpine-style ascents—self-sufficient, low-impact, focused on the experience rather than the trophy. By fair means, to borrow Mummery's iconic phrase. In Pipers' view, that's the only means that should really matter.\", \"url\": \"https://www.fieldmag.com/articles/samaya-ultralight-mountaineering-gear\", \"with\": [\"Ghislain Pipers was a lifelong competitive climber when he enrolled in the École\", \"To achieve those lofty goals, Pipers developed NanoVent, an electrospun membrane\", \"Pipers and Samaya athletes practice alpine style climbing. It's a romantic notion\", \"\\\"We make products to connect to nature,\\\" Pipers said.\"], \"without\": [\"Photography\", \"registered trademark with U.S. Pat. & Tm Off\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5153", "input": "https://www.contractortalk.com/threads/general-discussion.460778/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5153\", \"ground_truth_path\": \"source/test/ground-truth/5153.json\", \"ground_truth_sha256\": \"330e9392756d14b3963a68ec3eb0c1168b47966feec715ee06218cedd7a7d49c\", \"html_path\": \"source/test/html/5153.html.gz\", \"html_sha256\": \"9abc74da4bd12a44966b13f2bd7969c768c8786f3118b5ae1c44afd1e47625da\", \"page_type\": \"forum\", \"reference\": \"I'm excited to join this community. I'm currently involved in a home renovation project and looking to learn more from experienced professionals and fellow DIY enthusiasts. While I'm not a contractor myself, I have a strong interest in construction, interior design, and hands-on work. I appreciate the knowledge and support shared here and look forward to contributing wherever I can, and learning along the way. Thanks for having me!\\n\\nThis is a site for professional contractors to discuss industry specific issues, hence the name www.CONTRACTORtalk.com, but the good news is there is a sister site that will serve your needs better and where some of the pro's from this site also participate and answer homeowner questions like the ones you may have for your renovation...\\n\\nwww.DIYchatroom.com\\n\\nBest of Luck... 8^)\", \"url\": \"https://www.contractortalk.com/threads/general-discussion.460778/\", \"with\": [\"I'm excited to join this community. I'm currently involved in a home renovation\", \"This is a site for professional contractors to discuss industry specific issues,\"], \"without\": [\"Reactions:\", \"38,391 posts\", \"Log in\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5155", "input": "https://grassrootsmotorsports.com/forum/off-topic-discussion/from-small-job-to-total-house-renovation-review-architect-needed/121630/page1/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5155\", \"ground_truth_path\": \"source/test/ground-truth/5155.json\", \"ground_truth_sha256\": \"ecfbb8ea524e23bd7a172e36d6280a94dbff0c791d9c01f0b5a142ad4412e264\", \"html_path\": \"source/test/html/5155.html.gz\", \"html_sha256\": \"202ec4bf49cb9686bddf3d3f8d37c6a222cc215ed4685e74a354238ca529db23\", \"page_type\": \"forum\", \"reference\": \"So the question is how to choose a good residential architect or engineer for some work on my home.\\nBack story:\\nI started down trying to just figure out how to vent the humidity out of our maximum use bathroom. In my previous post I gave these details about the house.\\nThe house is old early 1930s. Walls are plaster on rock lathe board (metal lathe reinforcing the joints between ceiling and wall), then studs, probably some paper, air gap then red brick exterior walls. The porcelain bath tile is the old thick style and extends up to 48 inchs around the room and then up to 6 foot in the tub area. Above the tile is the plaster wall.\\nProject planning summary:\\nBasically I think we need to look more strategically at rebuilding the house as the wiring and most of the plumbing is original to the house. Primary concern is the protection of some irreplaceable features of the house. They include:\\nMarble window sills\\nWood paneled den/library\\nWood paneled basement walls (probably with asbestos tiled ceiling and floor)\\nMarble shelves in bathrooms\\n2nd and first floor bathrooms porcelain\\nOrnate plaster work on many room ceilings.\\nI know we need to get this designed rather than just asking contractors to quote jobs. I would likely ask for the architect work to provide the following:\\nComplete current as built drawings or 3D model of the house.\\nComplete analysis of how to segment projects to complete the replacement of electrical, replacement of plumbing, repurposing of a basement bathroom, renovation of attic bathroom, adding some features(bathroom vents, additional water heater, kitchen venting, kitchen remodeling)\\nI know how to find design services for big multimillion dollar projects at work but feel that residential stuff would be very different.\\nHELP PLEASE\\n\\nYou can ask your local AIA chapter, and they'll give you recommendations, but they will only recommend AIA-affilliated architects. That's a good start, but not all registered architects are AIA, so you will be limiting yourself. Still, speaking as a non-affilliated architect, I would start there.\\nWhat you're looking for is a smaller firm or even a sole practitioner. Big firms won't want to bother with this, and if they do, it'll cost a mint. It's still not going to be cheap, but I applaud your decision to invest in professional advice.\\nHonestly, you're going to have to interview a handful and see who you hit it off with. I would google \\\"architect\\\" and your area and start checking out websites, then make some phone calls. You can also add \\\"historic\\\" to your search. I would add \\\"residential\\\" as a last resort, because that's going to open up an ugly can of mostly-incompetent worms.\\n\\nI did start with AIA and put together a short list of the firms that seem smaller. Most of what I found seem to only do major retail, stadiums, hospitals, any mention of residential was for apartment units or mixed use development.\\n@ DUKE\\nWhat are the residential architects doing these days for documents?\\n2D drawings from a CAD program or 3D models?\\n\\n\\\"Residential architect\\\" is almost an oxymoron. There are very few.\\n\\nThe guys who actually still make their income from purely residential MAY still be drawing by hand.\\nIn 41 years in the industry, I have never seen a 3D model of an existing residence.\\n\\nSo is it just best to take the year or so it would take me to build my own drawings in AutoCAD?\\nI have the knowledge just not much time. Also all my building design experience is new commercial stuff. I guess I can search for old house autocad blocks. Maybe someone already created some objects that I can use.\\n\\nDo you have any homes nearby on the National Historic Register? I think I'd start by asking the homeowner of one of those houses for who they used for any applicable renovation work to the interior of the house.\\n\\nBest way to watch a remodel's costs spiral out of control is to hire an architect. Once they draw it you have to build it that way and they think that just because they can draw it, you can build it. May work great on new construction but not on remodel work. I've seen them draw in doorways where electrical home runs are, spec in kick space heaters on cast iron heating systems, draw in complete bathrooms that can't possible drain by gravity because of steel beams they speced. Worst I ever saw was a garage addition added to the side of the house where the electrical meter was located. Plans showed new meter socket on the outside of the garage. Looked good on paper until you get to the site and realize there is 100 feet on dense trees between the pole and where the new meter socket went. That was a $10,000 tree guy bill and the yard looked like crap afterwards. My advise is always do the demo and then be prepared to change things around depending on what you find. Architects don't like to change things around unless they get paid all over again.\\n\\ntr8todd wrote:\\nBest way to watch a remodel's costs spiral out of control is to hire an incompetent architect.\\nWow, generalize much? Might as well say that the best way to watch an automotive repair cost spiral out of control is to hire an ASE certified mechanic.\\n\\n@ Advan: It's going to take a fair bit of research, unfortunately. Try googling \\\"restoration architect\\\", or go beyond the list that the AIA gave you. The AIA is a private professional organization and does NOT have any official standing, so there are many registered architects who are not AIA affiliated (I am one). Dues are expensive and so some smaller firms don't bother joining.\\nWhere are you located? I'll see if I can find some referrals.\\nOn the flip side of Paul's post, when I do residential work - well, really any work - I always build it in 3D. It does cost a little extra, and you might not need it, but if you find an architect you hit it off with, you can probably come to an arrangement on scope of services vs. fee. A lot of cost depends upon the level of detail put into the model.\\n\\nThe house is in Detroit. It is near a national historic district but not really any houses like mine. Mostly schools churches and apartment complexes.\\nThanks Duke, I know that my main issue is finding someone willing to do such low cost work. I would appreciate any leads you may have. Like I said I started with AIA and built a small list of people to try and talk to but most seem focused on big commercial projects. I also looked at Angie's list, google search, and tried to find out if the restoration of the Turkel House was helped by any architect/engineers.\\nI guess I will have to start the footwork of calling them but didn't want to start calling before I had some idea of how hard this would be.\\n\\nLooks like there are a bunch in Michigan, according to the Michigan State Historic Preservation Office (\\\"Shippo\\\").\\nAnn Arbor - and some in Detroit too.\\nI would look for the individual names that match the firm name - more likely to be a small outfit like I think you want. Get a few on the horn, tell them what you're looking for, and see if anybody jumps out as a good fit. Most architects of smaller projects are willing to give you limited-scope services for a limited-scope fee. Tell them for starters that you'd like to hire them for half a day or a day to come visit the house and walk through to give you some general advice, and that will lead to a more formal project if the prognosis is good.\\nMany will come make a short visit for free just to see the place and figure out what work to give a proposal for. If you find somebody you like expect to pay $100-$125/hour or so... but if it's an interesting project, you probably won't get billed for every hour, either. You can always work out a time and materials fee with an upset limit / Not To Exceed number up front.\\n\\nIn reply to tr8todd:\\nI'm with Duke. I completely disagree with your generalization.\\nThe best way to ruin a fine piece of historic architecture is to refuse to work with a qualified design professional because you are a cheapazz.\\n\\nCrazy, I use SHPO all the time for work but never thought to look there for this LOL!!!!\\nhttp://www.ekocite.com/AboutUs.aspx looks small enough. At first glance the others seem to be part of the same mega firms that I found on AIA. There are one or two on AIA that might also be small.\\nI will start from here. I wasn't sure if trying to do a Not to Exceed would get me crazy looks. Good to know that you think it may work.\\n\\nOh one more question. I guess I am circling back to a high level thought process about this.\\nI have found with my crossing industries and regions that the word used to describe the person doing \\\"X\\\" can change.\\nSo my goal of this is to get to some drawings that I can then use to get quotes for projects to complete the utilities work. So I am expecting, identification of load bearing walls, conduit and run paths for electrical and plumbing, concepts of conversion of the basement bathroom to a second water heater/telecom closet or other utility space, concepts of attic bathroom conversion or remodeling.\\nDoes all of that fall under \\\"architect\\\" or do I need to find an \\\"engineer\\\" (like me) or do I need to find a \\\"designer\\\"\\n\\nMost architects love to do T+M / NTE fees for work like this, because they get paid for the work they do but the client doesn't have a heart attack when they see a lump sum proposal big enough (hopefully) to stop the architect from losing money.\\nGood luck and don't hesitate to PM me or ask here if I can be of any help.\\n\\nAn architect is going to be my recommendation. Best overall compromise between \\\"designer\\\" (which really doesn't have a firm definition, and typically does not include a lot of technical knowledge) and \\\"engineer\\\" (definition not needed if you is one).\\nAny architect is going to be able to give you what you describe, except for the real nuts and bolts stuff like conduit runs. Frankly, most engineers won't get that nitty gritty unless there are extremely tricky conditions to work out. They give the home panel locations and the circuiting and it is up to the field guys to figure out the best runs. That being said, any architect will talk in general terms about that stuff (\\\"We'll leave a chase here for ducts or piping...\\\") and include it in the design.\\nThe architect will also be able to figure out any minor structural issues, and if they need a little input, they'll call a structural engineer buddy and get a few minutes of quid pro quo advice. They will recommend or subcontract a structural engineer if there are significant structural issues.\\n\\nPlumbers will all () bore holes in all the wrong places and compromise your structural framing...\\n... Especially when an architect fails to coordinate framing placement and plumbing routing.\\nIn every occupation, there are lots of hacks. A good residential architect is fairly unique, so use your network and ask some \\\"high end\\\" residential contractors for referrals. They know.\\nI would start by asking a couple Architects for a short meeting, show them the house and talk about it. From the start, make it clear that you are willing to pay for the work and not waste their time.\\nTell them up front that you want accurate measured drawings (electronic files in X format) of existing conditions, identifying load paths and major systems that can be seen. Plans, elevations, sections. That's scope item #1.\\nThen give yourself an opportunity to part company or continue and develop ideas for renovations, based on how well it went getting item #1 completed.\\nGood luck.\\n\\nsounds like a job for Norm Abram and Tom Silva\\n\\nDoes he also need drawrings?\\n\\nIn reply to OHSCrifle:\\nI was just looking for current state drawings to start. Like you said probably need a breather after that to make sure we know what we want to have done. Then either go with a contractor that can use the drawings we have to create construction drawings and complete the work. Or go back to the architect and have them do the construction drawings.\\n\\nI think I've been clear that I admire your willingness to pay design professionals for their appropriate services.\\nHaving said that, it also sounds like you are really over-thinking this.\\nIt is VERY unlikely that a set of as-builts would show anything at all about electrical and plumbing locations other than fixture and device locations, which everyone can see. They MIGHT identify an existing chase, but that's about it.\\nAnd why would you need them? If the electrical is all being upgraded, you certainly don't need 3D as-built models of the current electrical system.\\nI've spent most of my life doing historic renovation. There are a lot of variables, but plaster lathe walls are still plaster lathe walls.\\nI think you may need an architect's services to design new work, and do a full assessment of existing components of significance, but I can't figure out what you hope to accomplish with the detailed as-builts.\\nResidential architectural plans don't generally show routing of wires and pipes. They show not-to-scale schematics. Mostly the same thing with HVAC.\\nYou will get a lot more bang for you buck if you hire an architect for an assessment and design, then work with a qualified contractor with experience at historic work. (You've said it is old, but have not really even said it is historic).\\nEven if you COULD get a 3D model of the MEP, most residential contractors couldn't read it, so it won't help you compare quotes.\\nI think you are over thinking it.\\n\\nAssuming you get along, I would definitely go back to the architect. The contractor is going to use whatever cheap community college kid or retired draftsman they know to do the bare minimum. They may tell you it's \\\"free\\\", but you'll be paying for it in the project cost, and the drafter won't be working for you. If you're going to the effort of finding an architect and getting substantial documentation of the existing conditions now, don't cheap out on the design and construction drawings.\\nAgain, negotiate the scope of work and fee ahead of time and don't be afraid to tell the architect exactly the level of detail you're looking for. And if you know a contractor you want to work with, get them involved at that stage too. Talk to the architect and get recommendations. I'm a big proponent of cooperation between owner, architect, and builder during the design phase.\\n\\nI agree with Duke.\\nReading between the lines, it sounds like you are trying to do a full assessment in order to have good documentation when the time come to select a contractor. If that's the case, it's not gonna work. You can't compare apples to apples in contractors.\\nIdentify BOTH your design team AND your contractor up front, based on their qualifications. Work together to develop the best overall project. Don't assume that better architectural involvement at the beginning will enable you to pick a better contractor later based on price, just because you have a nice set of plans.\\nIt is VERY likely there are only a small handful of architects and contractors in your area who would be qualified to do a job like this. You can eliminate half of them with a phone call, just because you don't get along. That will leave you with only 2 or 3 of each.\\nChoose a contractor (or a designer) based on qualifications, not price.\\n\\nIn reply to SVreX:\\nGood points as usual. I've created detailed scale drawings of every house I lived in, just because I can and I find it interesting and fun. Also because I have a habit of moving walls and bathrooms (and jacking up sagging floors) - and having a good handle on load paths is really useful.\\nI wouldn't get crazy with as-builts for the MEP stuff, but I definitely would want to know where the flues and stacks are located and where the wiring tends to be (in attic or basement or 'somewhere in between')\", \"url\": \"https://grassrootsmotorsports.com/forum/off-topic-discussion/from-small-job-to-total-house-renovation-review-architect-needed/121630/page1/\", \"with\": [\"So the question is how to choose a good residential architect or engineer for some\", \"You can ask your local AIA chapter, and they'll give you recommendations\", \"\\\"Residential architect\\\" is almost an oxymoron. There are very few.\", \"Do you have any homes nearby on the National Historic Register?\", \"Most architects love to do T+M / NTE fees for work like this\", \"An architect is going to be my recommendation.\"], \"without\": [\"Grassroots Motorsports\", \"Project Cars\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5162", "input": "https://concept-bath.com/bathroom-solutions-contractors-discussion-tips/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5162\", \"ground_truth_path\": \"source/test/ground-truth/5162.json\", \"ground_truth_sha256\": \"d4a9f8f45272e27af9196a853e5443afecaafce21c8388075382bcc17eeac648\", \"html_path\": \"source/test/html/5162.html.gz\", \"html_sha256\": \"e3bf3b5c09f50e21017b8484769c9549b8cd3ab04f395704980b06371151c969\", \"page_type\": \"article\", \"reference\": \"Planning a Bathroom: A Discussion Guide for Clients and Contractors\\n\\nWhen it comes to home renovations, customers seeking bathroom solutions will build their thoughts impression of a contractor on their first meeting. As such, the initial interaction should provide the client with all the necessary information they need to hire the right professional for the job.\\n\\nSome of the pertinent topics to discuss are listed below. Read on to learn more about making the most out of that first meeting with your clients.\\n\\nDiscuss Your Credentials\\n\\nYour work background will elicit a sense of confidence from the client. Providing a bit of your history will help them see why they should trust you with the job.\\n\\n1. Show them your portfolio\\n\\nMake sure to show new customers pictures of finished projects so they can assess your past work for themselves.\\n\\nClients looking for help with bathroom solutions may meet with contractors with some design ideas already in mind. If one of your past projects reflect similarities with their vision, it will increase your chances of getting hired. The pictures could also give clients new ideas about their bathroom design.\\n\\n2. Talk about your experience and specialization\\n\\nAs you go through each photo, tell them a bit about how you handled certain things in that project. You could mention how you overcame certain obstacles and problems during the renovation to give them some insight into how you resolve issues that may come up during the change.\\n\\nGive them a brief overview of your specialization. Clients often want to hire experts who have experience with the work required to finish their home renovation project.\\n\\n3. Show them your certification or license\\n\\nAfter they’ve seen your past work and learned more about you as a contractor, show them your certification to cement your image as an industry professional.\\n\\nCustomers will often ask for tangible proof that you have gone through the legitimate form of education necessary to work as a contractor. They can be wary of working with someone who has no solid evidence of their background. Having your certification or license ready could quell their doubts about picking you.\\n\\nTalk About the Finances\\n\\nFunding could make or break a project, which is why all expenses and potential costs must be discussed early.\\n\\n1. Ask clients about their budget\\n\\nBe thorough, clear, and concise when it comes to working with the client’s budget. The amount of money they’re willing to spend should already make the wheels in your mind turn. You should have a general idea of what bathroom solutions would work with their allotted funds and you should be able to present and discuss their best options.\\n\\n2. Ask them what they want\\n\\nAsk customers about the design they’ve envisioned. Take each detail and talk to them about how each one could affect the budget.\\n\\nDiscuss any adjustments that might need to made in the design to accommodate their budget. Talk about what they’re willing to let go of or can’t live without in their bathroom.\\n\\n3. Give a realistic estimate\\n\\nOnce you’ve thoroughly talked about everything they would want in their solution, give them a final estimate of the costs and expenses. Make sure to inform them of potential additional costs if a problem arises. Advise them to prepare a budget buffer for any unforeseen incidentals.\\n\\n4. Discuss the payment schedule\\n\\nTalk about a payment schedule with clients. Discuss how the payment schedule may affect the timeframe of the project.\\n\\nDetermine the Project’s Timeframe\\n\\n1. Ask clients about their deadline\\n\\nClients often have an idea of when they need their home renovation projects to be finished. Make sure to know when they would like to be presented with the final product. Also, ask them if they would be willing to extend their deadline in case any surprise issues come up.\\n\\n2. Give them a breakdown of the project\\n\\nTalk through everything that needs to be done. Give clients a general idea of how long each process could take and how it would affect the finished product and the timeline.\\n\\n3. Devise a work schedule that works for them\\n\\nOf course, your client will be preoccupied with their usual responsibilities and will need to adjust to the renovation activities taking place in their home. So establish a work schedule that fits their lifestyle and provides the least amount of disruption to their routine.\\n\\nHighlight the Value of Trust\\n\\nTrust is essential in any relationship. The same is true for one between a client and contractor. You must prove your trustworthiness and reliability.\\n\\n1. Tell clients about your team\\n\\nIt’s a given that you will not be handling this project alone. So make sure to introduce the client to everyone on your team.\\n\\nGive them some background information about the people who will be working closely on the job with you. Briefly discuss their credentials and what they will be doing.\\n\\n2. Discuss the importance of transparency\\n\\nTransparency and trust go hand in hand. Talk about how you will be handling the paperwork and finances openly with your client.\\n\\n3. Talk about customer care initiatives\\n\\nDiscuss other services you may offer during and after the renovation, like cleaning up after every work day. Customers will appreciate the extra mile you put into your projects.\\n\\nGood Communication and Planning Fetch Results\\n\\nClients will always seek reputable contractors to handle their home improvement projects so they can have peace of mind that their property is in good hands. And to achieve the best and desired results, open communication and thorough planning are they key.\\n\\nMake sure that you and your client are on the same page at every stage of the bathroom renovation project. And of course, work with a trusted provider of top-quality bathroom solutions like Concept Bath to ensure your client’s satisfaction.\", \"url\": \"https://concept-bath.com/bathroom-solutions-contractors-discussion-tips/\", \"with\": [\"When it comes to home renovations, customers seeking bathroom solutions will bui\", \"After they’ve seen your past work and learned more about you as a contractor, sh\", \"3. Devise a work schedule that works for them\", \"Clients will always seek reputable contractors to handle their home improvement \"], \"without\": [\"Sanitary Ware\", \"Kitchen Solutions\", \"Newer Post\", \"Contact Us\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5163", "input": "https://sewingworkshop.com/new-blog/beginner-sewing-projects", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5163\", \"ground_truth_path\": \"source/test/ground-truth/5163.json\", \"ground_truth_sha256\": \"3139ccbaea1c2e2ff9b720a3fe34589f4f4da6497b59bd6b210cd84c7d2d05c2\", \"html_path\": \"source/test/html/5163.html.gz\", \"html_sha256\": \"d1fa7352afdda3445debf25a4ff1450d1a15890548908435ea810f8e73abec23\", \"page_type\": \"article\", \"reference\": \"So you want to learn how to sew, but don't know where to start?\\n\\nYou're in the right place.\\n\\nToday, I won't only give you 28 beginner sewing projects — but these 28 projects are specifically designed to help you build the fundamental skills needed to become a great sewist.\\n\\nNow, you don't have to do ALL of these projects.\\n\\nInstead, scroll through these, pick something you'd like to work on, and get started!\\n\\nBecause the secret to becoming a great sewist is to START.\\n\\nAnd that's exactly what I hope this blog post pushes you to do.\\n\\nSo without further ado, let's get into it!\\n\\n28 Easy Beginner Sewing Projects\\n\\nFrom bags and tops to bottoms and dresses — here are the 28 easy things to sew you can get started on right now.\\n\\n#1: Tyvek Tote Bag\\n\\nWhen you're new to sewing, one question that will surely pop into your mind is, \\\"What should I sew FIRST???\\\"\\n\\nWell, if you're looking for a simple and low-risk project, a tote bag will do the trick.\\n\\nTote bags are not only lovely to have, but they're also hard to mess up.\\n\\nEven if things don't go as planned, you can always start over. After all, it's just a tote bag.\\n\\nThat's why for beginners who are still learning the basics of measuring, cutting, folding, and sewing, this Tyvek tote bag is a great place to start!\\n\\nLearn how to sew it here!\\n\\n #2: Breezy Hudson Poncho\\n\\n Have you ever heard the saying, \\\"Measure twice cut once?\\\"\\n\\nWell, that's exactly what a project like this Breezy Hudson poncho will teach you.\\n\\nPonchos are relatively easy to make. They're not nearly as complicated as other tops.\\n\\nHowever, for beginners, sewing a poncho like this will teach you the importance of proper measurements.\\n\\nBecause even with a loose-fitting top like this, the right measurements make all the difference.\\n\\nClick here for a quick tutorial!\\n\\n#3: Eureka Tee Patchwork Map\\n\\nOkay… admittedly this isn't the easiest project in the world.\\n\\nBut what better way to get into sewing than sewing something fun and packed with color?\\n\\nIf ponchos teach you to measure twice and cut once, this Eureka Tee Patchwork Map will teach you to measure, measure, and measure again!\\n\\nThe design itself is quite simple.\\n\\nHowever, patching together different types of fabrics will present you with a worthy challenge.\\n\\nNot only does this top have a unique design that's sure to WOW your friends, but it's also a very fun project to put your skills to the test.\\n\\nLearn more about sewing this here.\\n\\n#4: Eureka Top Variation\\n\\nEureka tops are simple, stylish, and really a staple for our wardrobes.\\n\\nHowever, instead of just sewing a simple Eureka top, why not add a little more style to it?\\n\\nThis divided Eureka top adds another challenge when it comes to sewing — dealing with curves.\\n\\nSewing this divided Eureka top also tests your attention to detail. While sewing this, I actually cut my pieces on the WRONG side of the fabric!\\n\\nSo be sure to double-check everything and make sure your cuts and curves are all set properly.\\n\\nLearn how to sew this here.\\n\\n#5: Metallic Terry Vest\\n\\nAnother super simple sewing project you can take on is sewing a vest!\\n\\nVests are interesting because while they're pretty easy to sew all around, getting the arm holes right can be a challenge for new sewists.\\n\\nThis project also has a button on it.\\n\\nJust one button, but it's enough to get you familiar with how to add buttons properly to clothing.\\n\\nCheck out this step-by-step tutorial here.\\n\\n#6: West End Pants\\n\\nIf you're going to be a great sewist, you'll need to learn how to sew all types of clothing.\\n\\nSo if you're going for bottoms, a great place to start is with these west-end pants.\\n\\nThese wide-legged pants are one of the easier types of pants to sew.\\n\\nAlso, these pants in particular have pockets on them. So if you've never sewn pockets before, this is the perfect piece to learn.\\n\\nLearn how to sew this here.\\n\\n#7: Hollywood Pants\\n\\n If those West End pants aren't for you, why not go for something that's super popular in the most popular place on earth?\\n\\nThe stars of Hollywood (from the classic Katherine Hepburn all the way to Jennifer Lopez) always show up wearing this style of pants every now and then, so why not learn how to sew one?\\n\\nThese simple yet stylish pants will also teach you how to double-pleat — a skill you'll find very useful in your sewing adventure.\\n\\nLearn more here.\\n\\n#8: City Scapes Dress\\n\\nSo we've looked at tote bags, tops, and bottoms, but now let's turn our attention to dresses.\\n\\nDresses are definitely a big challenge for any novice sewist.\\n\\nThere are so many measurements, curves, and folds that you need to be aware of to create a coherent and beautiful piece.\\n\\nBut if you're up for the challenge, this cityscape dress is a great place to start.\\n\\nIt's simple, and elegant, and will really teach you the fundamentals of putting a dress together from scratch.\\n\\nRead more about this dress here.\\n\\n#9: Marceau Dress\\n\\nIf \\\"simple\\\" and \\\"elegant\\\" aren't your thing, you can also go for this vibrant and stylish Marceau dress.\\n\\nNow, admittedly, this isn't the easiest project to put together.\\n\\nBut if you take all the skills you've learned from above, you'll find this a very rewarding dress to sew yourself.\\n\\nRead my full blog about this dress here.\\n\\n#10: Chateau Velvet Reverse Applique Jacket\\n\\nNext… this super cool jacket that I've copied from Pinterest!\\n\\nThis is a super cool project to work on because it's not just about sewing a jacket from scratch.\\n\\nDo you see those circles imitating eyes (or are they suns?) all around?\\n\\nThose are patches that you work into your jacket.\\n\\nEverything from sewing the jacket, choosing your patchwork, and throwing it all together makes this an extremely fun project that even beginners can try for themselves!\\n\\nCheck out how I sewed this here.\\n\\n#11: Standard Eureka Top\\n\\nThings don't get much easier than this!\\n\\nThe standard Eurka top is something everyone needs in their wardrobe. It's a versatile piee that goes well with a lot of different styles.\\n\\nThe best part?\\n\\nIt's super easy to sew.\\n\\nIn fact, it's something that almost everyone should sew at least once in their life.\\n\\nGet a full tutorial here!\\n\\n#12: Hudson Pants\\n\\nHere's another piece that every sewist must try at least once: the Hudson Pants!\\n\\nThis is another great project to take on to learn the fundamentals of sewing.\\n\\nIt's simple, elegant, and a versatile piece that goes well with a bunch of different tops.\\n\\nGrab the PDF pattern here!\\n\\n#13: Liberty Shirt\\n\\nAt first glance, this might seem like a pretty ordinary top.\\n\\nHowever, for beginner sewists, this project is a great way to practice collars, diagonal side seams, and set-in sleeves with vent openings.\\n\\nThere are also buttons, something that can prove to be tricky for beginners.\\n\\nGrab the pattern here!\\n\\n#14: London Shirt\\n\\nLooking for a different design from the Liberty shirt?\\n\\nThis London shirt will do the trick!\\n\\nSewing a London shirt will teach you the same fundamental skills that sewing the Liberty shirt does. The main difference is that the London shirt is loose-fitting.\\n\\nThat's why you can pick and choose which one you'd like to work on.\\n\\nGet the London Shirt pattern here.\\n\\n#15: Mix It Tank\\n\\nSometimes, the best way to get started is to just sew up something SO easy that it's hard to go wrong.\\n\\nWell… that's exactly what this Mix It tank can do for you.\\n\\nThis is a great way to get hands-on without worrying so much about mistakes.\\n\\nAnd when it's done, you can be proud of your work — a great way to get your sewing journey up and running.\\n\\nGrab the pattern here!\\n\\n#16: Now & Zen\\n\\nThese are actually two shirts with very similar designs.\\n\\nHowever, by sewing both the Now shirt and the Zen shirt, you'll discover how small differences can make a big impact on the overall look.\\n\\nThat's why sewing both of these shirts is a great way to learn the intricacies of a design.\\n\\nAlso, by sewing two shirts, you'll get more practice in and refine your skills even more.\\n\\nCheck out the patterns here.\\n\\n#17: Splice Top\\n\\nAnother simple but fashionable design you can go for is the splice top.\\n\\nThis is not only super easy to sew, but it's also more stylish than basic tops.\\n\\nSo if you're not looking to sew something ordinary, why not add a little splice to things?\\n\\nClick here to get the pattern!\\n\\n#18: eSkirt\\n\\nSkirts are one of the best projects for new sewists to work on because of how easy they are to put together.\\n\\nAnd this particular eSkirt is not only easy… but looks amazing as well!\\n\\nIt's a line-wrap skirt with velcro closures that can be a great addition to your wardrobe.\\n\\nCheck out the pattern here.\\n\\n#19: eDress\\n\\nIf you're not content with just a skirt, why not go ahead and turn it into a dress?\\n\\nThis scoop-necked eDress is a great beginner-friendly project to add to your to-sew list.\\n\\nIt's classic, it's cool, and the band at the hem gives it a unique look.\\n\\nAlso, you can easily turn this eDress into a skirt.\\n\\nSo go ahead and grab the pattern here.\\n\\n#20: High Five Jacket\\n\\nAnother super easy project to get your sewing \\\"career\\\" up and running is this High Five jacket.\\n\\nThis easy-fit jacket looks fancy, but in terms of sewing, it's quite straightforward — perfect for someone learning the ropes!\\n\\nPlus, who wouldn't want to wear something as cool as this?\\n\\nHead over here to check out the pattern!\\n\\n#21: eShrug\\n\\nWant to learn how to work waves into clothing?\\n\\nWell… this eShrug will teach you exactly that.\\n\\nBy taking this project on, you'll learn how to measure and sew fabric to create these lovely waves.\\n\\nGet the pattern here!\\n\\n#22: Chesney Pants\\n\\nAnother really simple but stylish bottom you can go for is these Chesney pants.\\n\\nThis is a straight-legged, high-ankle pants with an elastic waistband and side pockets.\\n\\nCool, casual, and great for sharpening your sewing skills!\\n\\nGrab the pattern here.\\n\\n#23: Nine Lives Vest\\n\\nHere's a fun project you can work on…\\n\\nThe Nine Lives vest is all about asymmetry.\\n\\nIf you're an artistic type who gets bored of straight lines and uniform sides, this might be your cup of tea.\\n\\nUsing four pattern pieces, differing shoulder lengths, a standup collar and a diagonal hem — this project is definitely a fun one!\\n\\nCheck out the pattern here.\\n\\n#24: Gardenia Dress\\n\\nColorful, loose-fitting, and stylish — this Gardenia dress is a great addition to any wardrobe.\\n\\nSewing this project will also teach you how to add pretty ties to the dress that don't go all the way around.\\n\\nDefinitely a fun and beginner-friendly project to try out.\\n\\nWorkshop for this dress here!\\n\\n#25: Plaza Jacket\\n\\nProbably one of the easiest jackets you can ever sew is the Plaza Jacket.\\n\\nIt's loose-fitting, doesn't have any buttons or zippers, and goes well with just about any other top.\\n\\nFor beginners, getting this project done can also be a big confidence boost for you to try other more complicated stuff next!\\n\\nSo check out the pattern here.\\n\\n#26: Tamari Apron\\n\\nAprons are incredibly easy to sew.\\n\\nSo instead of doing a basic apron, why not add a little style to it?\\n\\nThis Tamari apron is the perfect mix of simplicity, functionality, and style.\\n\\nPlus, it's so easy to sew — it's hard to go wrong with this one.\\n\\nAs always, you can find the pattern here.\\n\\n#27: eJacket\\n\\n Another super easy jacket you can go for is this eJacket.\\n\\nThis semi-fitted jacket is nice in and of itself, but there are also several optional details (like sleeve seams or a front tie) you can add to further improve your sewing skills.\\n\\nYou can find the pattern for this jacket here!\\n\\n#28: Provence Tote Bag\\n\\nWe started with a tote bag, so let's end with a tote bag as well!\\n\\nThis Provence tote bag is, as all tote bags are, incredibly easy to make.\\n\\nThe type of fabric you use plays a huge role in tote bags. For this one, you'll want to use medium to heavy-weight fabric like cotton, linen, vintage novelties, coated fabrics, leather, faux leather, or wool melton.\\n\\nOnce you have the right fabric, you can sew up this tote bag with ease.\\n\\nSo check out the pattern here!\\n\\nConclusion\\n\\nAnd those are 28 beginner-friendly projects you can try for yourself.\\n\\nSo go ahead… pick your favorite design and start sewing away!\\n\\nThen, once you've gotten a hang of things, you can always come back to this list and try different colors, and fabrics, and you can even try to add your own modifications.\\n\\nAll in all, if you want to get good at sewing, it's all about starting.\\n\\nAlso, if you'd like to learn more about sewing, tune in to our live workshops every Tuesday at 11:00 am CDT!\", \"url\": \"https://sewingworkshop.com/new-blog/beginner-sewing-projects\", \"with\": [\"Today, I won't only give you 28 beginner sewing projects — but these 28 projects\", \"These simple yet stylish pants will also teach you how to double-pleat — a skill\", \"It's a line-wrap skirt with velcro closures that can be a great addition to your\", \"All in all, if you want to get good at sewing, it's all about starting.\"], \"without\": [\"threadWEAR 301\", \"About the author\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5164", "input": "https://christinehaynes.com/blog/2016/3/24/my-20-favorite-beginner-sewing-patterns", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5164\", \"ground_truth_path\": \"source/test/ground-truth/5164.json\", \"ground_truth_sha256\": \"4ad8e694e736aed4b5ba1519945703a74fb90ab74a40f1d6294c0475fb0a57cb\", \"html_path\": \"source/test/html/5164.html.gz\", \"html_sha256\": \"65f63c838b7a933e74ec31a19b736fb030e9dc4ecbd0c8de68c69da9d923e5d3\", \"page_type\": \"article\", \"reference\": \"Whenever I teach new garment sewers, I'm always asked what patterns they should tackle next. Fortunately for sewers new to sewing clothing, there is a long list of quality beginner patterns to pick from these days.\\n\\nBelow are my favorites, most of which I've sewn for myself (even experienced sewers like easy projects!), but if you venture beyond these, or wonder for the future what to look for, here are some key pointers to keep in mind when deciding if it's a good beginner project or not.\\nLook For Closures\\nLearn to study the line drawings and look for closures like buttons and zippers. Great words to look for in the description are \\\"pull-on\\\" or \\\"pull-over\\\" as this means you don't need to open and close a closure to get it on or off. Buttons and zippers will come to be easy with time, but if you're genuinely a new sewer, you should worry first about sewing straight and cutting accurately instead of zipper insertion!\\nConsider Fabric Types\\nGarments designed for stable wovens will be easier than those designed for fabric with drape and stretch. Check out the envelope to see that the fabrics listed include \\\"quilt weight cotton\\\" or \\\"chambray\\\" or \\\"medium weight woven fabric\\\" and not just \\\"silk\\\" or \\\"stretch knit\\\" fabrics. I did include some good beginner knit projects below, but don't start with those; work up to them!\\nCheck Out the Difficulty Rating\\nThe level at which the project is rated is completely relative to the pattern company. For example, companies like Colette and Vogue will list patterns with zippers and buttons as \\\"beginner\\\" patterns. What they're saying is that these patterns aren't difficult, but if you've never done buttons and zippers before, these aren't \\\"starter\\\" patterns. So don't trust a pattern that says \\\"beginner\\\" to not have buttons and zippers; rather read the description and study the line drawing to see the difficulty of the construction.\\nHow Many Pieces?\\nThe more pattern pieces, typically the harder the garment. It makes sense–more intersections, more to line up accurately, more pieces to cut, etc. Again, read the description and study the line drawing to see how many seams are in the pattern. All patterns should have a technical illustration on the front and back to show you things like darts, seams, and such. These drawings will show you how many pieces you'll be working with. Still not sure? Open the envelope to look at the pattern piece inventory and layout to see how many pieces there are.\\n\\nOkay, so without further ado, here are my favorites. None of these patterns have any buttons or zippers and all are stand-alone patterns. There are loads of quality beginner patterns in books, but I know not everyone wants to buy a whole book for a single pattern, so I wanted to feature all individual patterns so you can give them a try with less investment. Each links to the designer's site to buy the patterns directly from them. Many come in both printed and PDF download versions, so if you have a preference you can pick accordingly.\\n\\nDresses\\n\\nThe Fen Dress & Top by Fancy Tiger Crafts\\nLoads of lovely details to practice, like bias binding, curved pockets, darts, topstitching, and gathering; but the easy shape will remove a lot fitting pressure!\\n\\nThe Kenedy Dress by Seamwork\\nThis design is elegant and perfect for when you want something to wear to a fancy party, even if your skills aren't ready for a formal frock.\\n\\nThe Sway Dress by Papercut Patterns\\nSuper cute cinched by a self-made belt, or left full trapeze style, this dress has no closures at all. It's nicer when made in something drapey, so if you're looking to try sewing with rayon or a similarly fluid fabric for the first time, this is a great option.\\n\\nTops & Tunics\\n\\nThe Ruby Top & Tunic by Made by Rae\\nRae is known for her beginner-friendly patterns, though many do have a lot of details like tucks and pleats. The Ruby Top & Tunic is the easiest of the bunch, asking you to only tackle things like bias binding and gathering.\\n\\nThe York Top by Seamwork\\nAnother polished, yet beginner-friendly pattern from Seamwork is the cute York Top. This pattern has you sewing darts and sleeves, which will take your skills up a notch, but thanks to the bias-bound neckline and keyhole opening on the back, there are no closures to mess with.\\n\\nThe Lela Top & Tunic by Green Bee Patterns\\nThis version is not actually sewn by Green Bee, but rather from the lovely Miss Make, but I thought it showed off the pattern really well. This pattern is both easy-to-sew and easy to wear in your everyday wardrobe.\\n\\nThe Scout Tee by Grainline Patterns\\nOne of the things I love about Jen's patterns is that they are all classics for your closet and they seem to be unaffected by trends. This Scout Tee is designed for woven fabrics and is a wonderful wardrobe staple.\\n\\nPants & Skirts\\n\\nThe Rae Skirt by Sewaholic Patterns\\nWhen this skirt was released, Sewaholic wrote in the description that it is ideal for new sewers or for classroom situations. With its elastic waist, I couldn't agree more. This skirt is simple to sew and one of the easiest on this list if you're just starting.\\n\\nThe Everyday Skirt by Oliver & S Patterns\\nSimilar to the Rae Skirt above, this skirt is easy to sew, but just a smidge harder because the elastic is only in the back of the waistband, and there are handy side pockets.\\n\\nThe Luna Pants by Made by Rae\\nYou'll notice that this is the only pair of pants on this list, and that is because pants are one of the trickier items to sew on a beginner-level. Most pants require multiple closures to get them on and off, so to avoid that, elastic is necessary. Sometimes that can make pants look like jammies, but Rae managed to make these look chic, while still keeping them very easy to sew.\\n\\nThe Miette Skirt by Tilly & the Buttons\\nTilly's focus for her business is beginner-friendly patterns, and I find it refreshing that her goal is to demystify sewing for a novice, while remaining hip and stylish. The Miette Skirt is easy to fit thanks to its retro wrap design.\\n\\nKnits\\n\\nThe Marianne Dress by Christine Haynes Patterns\\nOur Marianne Dress designed for knits, is a wonderful pattern if you are new to sewing with stretch fabrics. There are few pattern pieces to work with, and the button cuff makes a very basic pattern look very polished.\\n\\nThe Linden Sweatshirt by Grainline Patterns\\nAnother great wardrobe staple from Grainline, the Linden can be made in something casual or in a nicer sweater knit for something more dressy. It is very easy to sew and is a wonderful choice if you're new to knits. Just don't pick anything too thick for the first attempt.\\n\\nThe Blair Top by Named Patterns\\nThe loose casual fit of the Blair is easy to sew, but the design is hip and modern. Made in elegant fabric, this top is really chic and won't seem homemade at all.\\n\\nThe Agnes Top by Tilly & the Buttons\\nIf you liked the top in the Miette Skirt photos above, you're in luck! Tilly launched this easy-to-sew knit top as both a pattern and as a learn-to-sew with knits on-line video class. So if you need some hand holding, the video class a great option.\\n\\nThe Astoria Top by Seamwork\\nSimilar to the Gainline Linden, the Astoria is a lovely sweatshirt option. This one is more fitted and hits at your natural waist, making it a great option to pair with a full skirt or over a fit & flare dress. The skirt above is also a great beginner-friendly pattern available at Seamwork.\\n\\nFree Patterns\\n\\nWant to try your hand at a one of these but aren't ready to fork out any cash? Well lucky for you, four of the best indie pattern companies have a free top pattern, and they are all very beginner-friendly!\\n\\nTop left: The Hemlock Tee by Grainline Patterns is a loose fitting knit tee that you can get as a free download when you subscribe to her newsletter here.\\nTop right: The Plantain T-Shirt by Deer & Doe Patterns is another free knit top pattern, cut with a swing shape through the waist and hip for a pear-shaped figure.\\nBottom left: The Polly Top by By Hand London is a wonderful stash-buster, and a great pattern to try your hand at sewing loads of curves!\\nBottom right: The Sorbetto Top by Colette Patterns is chic & elegant, yet consists of only two pieces–a front and a back–plus some bias binding and an easy-peasy pleat at the center front.\", \"url\": \"https://christinehaynes.com/blog/2016/3/24/my-20-favorite-beginner-sewing-patterns\", \"with\": [\"Below are my favorites, most of which I've sewn for myself (even experienced sew\", \"Rae is known for her beginner-friendly patterns, though many do have a lot of de\", \"Our Marianne Dress designed for knits, is a wonderful pattern if you are new to \", \"Bottom left: The Polly Top by By Hand London is a wonderful stash-buster, and a \"], \"without\": [\"Sewing Patterns\", \"Virtual Workshops\", \"Video Workshops\", \"Print on Demand Service\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5166", "input": "https://www.lovenotions.com/sewingbeginners?tab=supply-list-for-beginners", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5166\", \"ground_truth_path\": \"source/test/ground-truth/5166.json\", \"ground_truth_sha256\": \"fd931b87be8cd39f89e38fb3644639dddcdd6df7c9e5cbccef0daa20afc11a61\", \"html_path\": \"source/test/html/5166.html.gz\", \"html_sha256\": \"45147026a163ddb55943b8672f387d2bfd7b0f537e67f34c8fd1ff9c96ad2107\", \"page_type\": \"service\", \"reference\": \"You can totally sew\\n\\nIt doesn't have to take years and years to learn to sew your own clothes.\\n\\nNewbies welcome here.\\n\\nLooking for patterns that are easy to sew for a newbie?\\n\\nCheck out our specially selected set of patterns linked below which are perfect for you. Love Notions patterns feature full-length tutorials, embedded videos, with simple & classic pattern design so you actually end up wearing the piece you spent your hard work, time, and money on!\\n\\nShop these beginner-friendly patterns\\n\\nHere's what you need to start sewing:\\n\\n- A reliable sewing machine (our favorite is the Babylock Brilliant)\\n- A cutting mat\\n- Rotary cutter\\n- Thread (we like Gutterman)\\n- Machine Needles (start with universal needles)\\n- Fabric (you can work with stretch or non-stretch, but keep in mind that different patterns require different types of fabrics)\\n\\nAnd, of course, a high quality sewing pattern is a must for any beginner.\\n\\nMore on the basics:\\n\\n- What Sewing Machine do I need?\\n- Guide to Sewing Machine Feet\\n- All about Thread\\n- Gift Guide for Sewists\\n- Tami's Sewing Amazon Storefront\\n- Fabric Guide for Garment Sewists\\n- Where to Shop for Fabric Online\\n\\nIdeas for your Sewing Space\\n\\nA few places to find sewing support\\n\\nWe especially recommend our free & private pattern support group. There you can post a picture and question — day or night– and immediately get tons of encouragement and insight.\\n\\nHow does a PDF sewing pattern work?\\n\\nSewing School is in Session\\n\\nFind instant support for your sewing questions\\n\\nStruggling? Find your issue on our blog\\n\\nGet weekly sewing help in your email\\n\\nPsst… we've got a free pattern for newsletter subscribers.\", \"url\": \"https://www.lovenotions.com/sewingbeginners?tab=supply-list-for-beginners\", \"with\": [\"It doesn't have to take years and years to learn to sew your own clothes.\", \"A reliable sewing machine (our favorite is the Babylock Brilliant)\", \"We especially recommend our free & private pattern support group.\", \"Psst… we've got a free pattern for newsletter subscribers.\"], \"without\": [\"My Account/Log-In\", \"Printed patterns\", \"vc_row\", \"vc_column\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5167", "input": "https://www.needleinkandthread.com/blog/five-easy-beginner-sewing-patterns/?srsltid=AfmBOooUf1fYal4wuYUblD-GAC7dGIRODl2w_mDytyEvhKRB5IxN620e", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5167\", \"ground_truth_path\": \"source/test/ground-truth/5167.json\", \"ground_truth_sha256\": \"83fe1047ac481404dae8364e92e3ed399d173c22534848b014f1fb582e08e421\", \"html_path\": \"source/test/html/5167.html.gz\", \"html_sha256\": \"84c9c204c5215c884fe6c3e00aa1c7e4f43077ae0b98df04d4b14557e67c2f71\", \"page_type\": \"article\", \"reference\": \"Certainly! It’s best to start with simple sewing projects, like these five beginner patterns, to build your skills and confidence. Here are five beginner-friendly patterns that are perfect for a novice sewist. These patterns include five easy sewing projects perfect for beginners.\\n\\nFive Easy Beginner Patterns\\n\\nDrawstring bag: A quick, easy project for beginners. You can use it to carry your gym clothes, store your knitting projects, or even use it as a gift bag for a friend. You can find a free pattern and tutorial [1] at the Sewing Support website. Among the five easy sewing patterns, this one stands out for its versatility.\\n\\nPillowcase: Sewing a pillowcase is a great way to practice sewing straight lines and turning corners. Next is a practical project that you can use to decorate your home. You can find a free pattern and tutorial [ 2 ] at the Paper and Stitch website.\\n\\nApron: A fun and functional project for the afternoon. It’s a great way to practice working with bias tape and pockets. You can find a free pattern and tutorial [3] at the Farmhouse on the Boone website. When considering the five easy sewing patterns, this apron project adds both fun and functionality.\\n\\nSkirt: A simple, gathered skirt is a great first garment project for a beginner. You can use a lightweight cotton fabric to create a casual summer skirt or heavier wool for a winter skirt. You can find a free tutorial [4] on the So Sew Easy website. It’s one of the easiest patterns among the five featured here.\\n\\nTote bag: A versatile project you can make in various sizes and styles. It’s a great way to practice working with different fabrics and interfacing. You can find a free pattern and tutorial [5] at Notches Sewing. Of the five easy sewing patterns, this tote bag offers the most flexibility in use.\\n\\nSources for Five Easy Sewing Patterns:\\n\\nThese patterns are straightforward and ideal for beginners to start exploring their skills. Happy sewing!\", \"url\": \"https://www.needleinkandthread.com/blog/five-easy-beginner-sewing-patterns/?srsltid=AfmBOooUf1fYal4wuYUblD-GAC7dGIRODl2w_mDytyEvhKRB5IxN620e\", \"with\": [\"Drawstring bag: A quick, easy project for beginners. You can use it to carry you\", \"Pillowcase: Sewing a pillowcase is a great way to practice sewing straight lines\", \"Skirt: A simple, gathered skirt is a great first garment project for a beginner.\", \"Tote bag: A versatile project you can make in various sizes and styles. It’s a g\"], \"without\": [\"Sewing Events\", \"Class policies\", \"Privacy Policy\", \"Collaborations!\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5168", "input": "https://crazylittleprojects.com/25-beginner-sewing-projects/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5168\", \"ground_truth_path\": \"source/test/ground-truth/5168.json\", \"ground_truth_sha256\": \"c079b2c4722348397cc4f0db83de12e84076d6f98a76d04d6ba4e04a183748a8\", \"html_path\": \"source/test/html/5168.html.gz\", \"html_sha256\": \"1f924b63f4183e4176f38804fbdb7ad158ff3342b3af1eb4c1df2e2eb77bdc32\", \"page_type\": \"article\", \"reference\": \"What’s the Project? Looking for some easy beginner sewing projects to get you started sewing and comfortable on your machine? Here are 25 easy and free sewing patterns that are perfect for beginners.\\n\\nI know who you are! You’ve got a brand new sewing machine (or brand new to you anyway—maybe it’s been sitting in a closet for a while but you are too scared to use it) and you dream of sewing up fancy and fun things, but it’s hard isn’t it? You’re new and it can be frustrating trying to sew projects when your sewing skills are still young.\\n\\nNo worries though because I’ve got your back! Sewing doesn’t have to be terribly hard. In addition to a whole bunch of Learn to Sew lessons, I’ve also got a whole bunch of beginner sewing projects gathered together for you today. These easy sewing tutorials and free sewing patterns that you can try as a beginning sewer.\\n\\nAre you ready for these?!\\n\\nMost of these easy beginner sewing projects are just straight lines and some simple skills. If you aren’t comfortable with any of the skills listed, try my free Learn to Sew Lessons, they might help. These can also be great for teaching kids and a way to use scrap fabric. Good luck as you get going on all of these beginner sewing projects and sewing crafts!\\n\\nAlso, if you are really new, here’s a full rundown of Sewing for Beginners to get you started!\\n\\nAnd finally, these are fun projects, no matter your skill level! Even if you’re more advanced, you might love these.\\n\\nQuick Sewing Tips for Beginners:\\n\\nA few things to make sure you’re aware of before you get started as well:\\nHave a seam ripper on hand. Mistakes are part of the process, so plan on using it and don’t feel bad about it for one second. I’ve been sewing for years and I still use it all the time.\\nPractice, practice, practice. You’re not going to sew a great straight line the first time you sit down to sew. It’s going to take some work and practice and that’s totally ok. The more you sew, the easier it’s going to get.\\nChoose patterns that are forgiving. The easy sewing projects that I’ve included here are things that are mostly going to be very forgiving if your lines aren’t straight or you make a few mistakes. Clothes are a little less forgiving, so it can be great to start out with things like drawstring bags and pillowcases. (Whatever you want to make, you can find a free pattern.)\\nWhen you try to sew a straight line, the easiest way to do it in my book is to use the side of the presser foot as your guide. Line the edge of the presser foot up with the edge of your fabric and try to keep it even as you sew. This gives you a visual to help keep things nice and straight as you go.\\n\\nNow, let’s take a look at some of these projects! If you want more sewing tips and tricks, you can find them here.\\n\\n25 Beginner Sewing Projects:\\n\\nI hope you love these fun and simple beginner sewing projects! I’d love to hear which ones you are going to try out first! Most of them are from this Crazy Little Projects blog and a handful come from other great sources!\\n\\nThis little keychain chapstick holder makes a great gift–I’ve had lots of people tell me they’ve used it for that! Plus, if you mess up, it was only a fabric scrap that you’re out!\\n\\nChapstick Keychain Holder:\\n\\nA great project either FOR your kids or to do WITH your kids if they are wanting to learn to sew. It’s a larger project and may take a little more patience, but it’s all straight stitches, so that makes it easier.\\n\\nLibrary Tote Bag:\\n\\nGreat for college kids, this is a super simple project. I HIGHLY recommend trying this one if you’re a laptop user. The only slightly tricky thing about this one is that you’ll be sewing through thick fabric.\\n\\nLaptop Case:\\n\\nHere’s a similar one to the last one. Another super simple sewing project—a case for your iPad or another tablet. All straight lines. You could probably even size it down for a phone if you wanted.\\n\\nIpad Sleeve:\\n\\nEasy and needed baby gift idea, these are really big blankets using flannel fabric. An easy project for you to try! Plus, the baby won’t care if it’s a little wonky. 😉\\n\\nJumbo Receiving Blankets:\\n\\n If you’re daring enough for a zipper… I love this project! It’s a simple pouch that’s pretty easy to sew and so cute when it’s done!\\n\\nEasy Pencil Case:\\n\\nAnother favorite of mine and the top project on my site for many months. Bags are always fun to sew and bonus, you can add an interior pocket.\\n\\nEasy Tote:\\n\\nMade this for my littlest when he was born 10 years ago. It’s super cozy and makes a great gift too! An easy project because it’s all straight lines, though it does take a little longer than some.\\n\\nEasy Baby Blanket:\\n\\nThis DIY baby bib is a SUPER simple pattern, it’s inexpensive, useful and I think you’ll love making it!\\n\\nBaby Bibs:\\n\\nI love a good pool bag! And this is an absolute favorite of mine! It turned out so cute. Also could be a good chance to try your hand at knit fabrics.\\n\\nSummer Bag:\\n\\nSOO easy and a great place to start! This will keep your ears warm in the winter and it’s one of the easiest projects you can try! Give it a go! (Unless you live somewhere really warm.)\\n\\n Ear Warmer Headband:\\n\\nInfinity scarves or reversible scarves make a great starter project. Here’s a cute option:\\n\\nA simple drawstring bag is another great way to get started! Not much to it!\\n\\nDrawstring Bag:\\n\\nA little more daring but hey—you don’t even have to wear them in public, so you can do this! A great practice project for using elastic.\\n\\nPajama Pants:\\n\\nI love this one! I used to make these all the time for my kiddos and actually even had a business selling them for a while. Make a cute, personalized superhero cape for your little person.\\n\\nSuperhero Cape:\\n\\nMaybe my very favorite baby gift idea? I love these carriers and it’s unique—not something they are likely to get. Or make some for yourself. I used them all the time when my kids were little. Keep one in the car, one in the stroller, wherever you need them.\\n\\nDiaper and Wipes Carrier:\\n\\nMaybe make the diaper carrier to match these simple burp cloths? Wouldn’t that be cute? These are also quite easy! And very handy.\\n\\nBurp Cloths:\\n\\nIf you’re always losing your keys, this is the project for you! A great way to use scraps too.\\n\\nKey Fobs:\\n\\nGreat for kids—to carry or to sew. And how cute is this little bag?\\n\\nMini Messenger Bag:\\n\\nThis would be a unique but fun project for sewing novices to make for the kids.\\n\\nEasy Belts:\\n\\nAnother bib. This one is great because it’s made with a towel which makes it super absorbent. I used them all the time when my kids were little.\\n\\nToddler Bib:\\n\\nIf you make this one then you HAVE to make a skillet cookie, right? And they are the BEST!\\n\\nSkillet Handle Cover:\\n\\nKeep your glasses or sunglasses from getting scratched with this little case.\\n\\nSunglasses Case Pattern:\\n\\nSimilar to some others on this page, how about a little phone holder? It can even clip to something!\\n\\nPhone Holder:\\n\\nHow cute are these little guys? You’ve GOT to try making these monsters. You could make a bunch!\\n\\nFelt Monsters:\\n\\nI hope this has been helpful to see all of these easy project ideas for beginners—easier than scouring Pinterest anyway?\\n\\nHave fun sewing these beginner sewing projects! If you are a beginning sewer just remember that sewing takes time, the seam ripper is your friend, and be patient with yourself. And remember that no one else is going to be as critical of your final results as you are…so go easy and make it fun!\\n\\nAnd be sure to explore the site because I have TONS of sewing inspiration for you! Like these:\", \"url\": \"https://crazylittleprojects.com/25-beginner-sewing-projects/\", \"with\": [\"I know who you are! You’ve got a brand new sewing machine (or brand new to you a\", \"This little keychain chapstick holder makes a great gift–I’ve had lots of people\", \"I love this one! I used to make these all the time for my kiddos and actually ev\", \"Have fun sewing these beginner sewing projects! If you are a beginning sewer jus\"], \"without\": [\"Privacy Policy\", \"Copyright\", \"Beginner Sewing Patterns\", \"Subscribe\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5170", "input": "https://sewingworkshop.com/new-blog/sewing-for-beginners", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5170\", \"ground_truth_path\": \"source/test/ground-truth/5170.json\", \"ground_truth_sha256\": \"4a4f932307c7b809ef2fe6e0fd53fd7f404859bbd615f1d86f2e44dcae5630e2\", \"html_path\": \"source/test/html/5170.html.gz\", \"html_sha256\": \"d37036772c8e79b44c59150c3737315eabdf03a98e6168b6bf786225ac877608\", \"page_type\": \"article\", \"reference\": \"Sewing can feel overwhelming at first.\\n\\nNot only do you have to figure out how the machine works, but you have to keep track of dozens of tools and learn a hundred new terms.\\n\\nAdd patterns that look more like rocket-ship blueprints and it's enough to make anyone hesitate.\\n\\nThe Sewing Workshop is here to demystify some of the hesitancy of sewing for you. We've created a quick beginner's guide to sewing where we will give you:\\n\\nStep-by-step instructions on how to start\\nFive easy projects beginners can take on, and\\nFive tips to make your journey much simpler\\n…and more!\\n\\nStep-by-Step Instructions to Get Started Sewing As a Complete Beginner\\n\\nStep 1: Gather Your Materials\\n\\nAll you truly need to start sewing is a needle, thread, and some fabric.\\n\\nHowever, you should add a few more items to the list to create actual clothes you want to wear.\\n\\nHere's what we would recommend:\\nA sewing machine - of course.\\nPresser feet - attachments for your sewing machine that hold fabric down while stitching (if you can get a few of these, that'd be great)\\nFabric - for beginners, cotton is a great fabric to start with. From there, there are many different fabrics to choose from\\nMeasuring tape or a ruler\\nFabric Scissors\\nPins - for holding fabric together while you stitch\\nA seam ripper - a tool for removing stitches. This will come in super handy when you make a mistake.\\nAn iron - for making your seams flat and giving your project a polished look\\nAn ironing board\\nLarge area for cutting - It's always great to consider investing in a cutting table\\nA pattern - following a pattern makes sewing so much easier and helps gain confidence in general techniques and construction\\nMarking tool - such as tracing paper or a tracing wheel\\n\\nOptionally, you can also use a serger or pinking sheers to give your garment's edges a smooth or more professional finish. But that's up to you.\\n\\nWith these items, you're all set to begin.\\n\\nStep 2: Learn How Your Sewing Machine Works\\n\\nDifferent sewing machines will have different instructions on how to use them.\\n\\nThat's why you'll want to grab your user's manual and familiarize yourself with your specific sewing machine (it will be your best friend in your sewing journey).\\n\\nSome things you'll want to learn right away:\\nHow to thread your machine\\nWinding and inserting the bobbin or spool (the round object that you wrap thread around)\\nAdjusting stitch settings (how to set different lengths and widths)\\nInserting your presser foot\\n\\nStep 3: Practice The Fundamentals\\n\\nThere are several fundamental skills you should practice before you start working on a project.\\n\\nThese include:\\n\\n1. Straight Lines\\n\\nSewing straight is one of the most critical skills for a new sewist.\\n\\nIn fact, before you even try to sew a project, it's a good idea to practice your straight lines first.\\n\\nIt might sound simple, but many beginners struggle with this at first.\\n\\nFor sewing straight lines, aim for accuracy within 5/8th inch as much as possible. Once you can do that, your projects will start looking more professional.\\n\\n2. Measurements and Cuts\\n\\nIf your measurements are off, you won't be able to choose patterns that fit correctly and could select the wrong fabric amount.\\n\\nSimilarly, if your cuts are uneven, your clothes will have an untidy, \\\"home-sewn\\\" finished look.\\n\\nThat's why you should always ensure that you have enough fabric when measuring and cutting.\\n\\nLay your pattern pieces out on the fabric and see if there's enough. Remember, you should never cut your fabric until you're absolutely certain you have enough.\\n\\nYou'll also want to learn about the right and wrong sides of the fabric.\\n\\nThe \\\"right\\\" side of the fabric is the side that should be facing outwards of your garment (what people see when you wear it).\\n\\nThe right side should look better than the wrong side, so look for more vibrant colors and a smoother finish. Meanwhile, the \\\"wrong\\\" side of the fabric is what faces your body when you wear it.\\n\\nMost fabrics have a right side and a wrong side, so look for that. However, on some fabrics, it's harder to tell what is the right side and what is the wrong side.\\n\\n3. Pivoting and Sewing Curves\\n\\nPivoting is a technique that allows you to sew corners.\\n\\nHere's a quick how-to:\\nSew a straight line towards the corner\\nUse the hand wheel on your sewing machine to keep the needle down on the fabric (you want to do this since the thread can unravel if it isn't held down by the needle)\\nLift your presser wheel\\nPivot the fabric at a 90-degree angle\\nStart sewing!\\n\\nThis will create a perfect 90-degree stitch.\\n\\nAside from pivoting, you'll also want to practice sewing curves.\\n\\nUse a marker and a curved ruler to draw a curved pattern, then practice sewing along that line as smoothly as possible.\\n\\nThere aren't really any \\\"secrets\\\" to sewing curves. All it takes is practice to become confident in making a perfect curve.\\n\\n4. Pressing\\n\\nThis is when you lightly press the iron to the seams of the garment. It is a crucial step to achieve precise seams and sharp lines.\\n\\nPressing is different from regular ironing because you use this technique while you're sewing a piece of clothing. In contrast, ironing is more of a general smoothing technique you do after you've finished sewing.\\n\\nStep 4: Start Your First Project\\n\\nOnce you grasp the fundamentals, it's time for your first project.\\n\\nTo start with, you'll want to take on a simple project with minimal details.\\n\\nYou might be excited to create beautiful, flashy clothes, but we highly recommend starting with something easy for beginners.\\n\\nThis won't just reinforce the fundamentals in your mind and hands–it'll give you a quick win that'll motivate you to try other pieces.\\n\\nNot sure which project to take on?\\n\\nHere are some of the easiest patterns you can choose from:\\n\\n5 Easy Sewing Patterns for Beginners\\n\\n1. Provence Bag\\n\\n If you're new to sewing and aren't confident to take on a top or a bottom yet, a bag is a great place to start.\\n\\nThe measurements and cuts for this Provence bag are remarkably simple. There are also no details that you need to worry about.\\n\\nBest of all?\\n\\nEven though it's so easy to sew, you'll already have a stylish bag that you can pair with many different clothes.\\n\\nCheck out the full pattern here.\\n\\n2. Eureka Top\\n\\nIf bags aren't your thing…\\n\\nOr, if you want to make something you can wear, the Eureka top is a great place to start.\\n\\nThe Eureka Top is one of the most straightforward shirts to sew. There are no fancy details to worry about, yet sewing it will test your fundamental sewing skills.\\n\\nGrab the pattern here.\\n\\n3. eSkirt\\n\\nAnother easy project you can try as a first-timer is this eSkirt.\\n\\nThe eSkirt has no intricate details, and everything, including the measurements, cuts, and seams, is quite simple.\\n\\nAlso, it looks great, wouldn't you say?\\n\\nGet the pattern here.\\n\\n4. eDress\\n\\nThe eDress is a simple project that has little fit considerations. Once it's finished, you'll have mastered a lot of essential sewing skills.\\n\\nGet the pattern here.\\n\\n5. Splice Top\\n\\nAnother very simple pattern you can sew is this Splice Top.\\n\\nIt's not quite as basic as the Eureka Top (you'll notice a small splice running down the shirt's side), but has many friendly elements to it.\\n\\nGet the pattern here.\\n\\n5 Helpful Sewing Tips\\n\\nThe easiest way to shorten your learning curve and avoid common beginner mistakes is to learn from people who have decades of experience sewing.\\n\\nHere are our top tips from Sewing Workshop for getting started with sewing your own clothes:\\n\\nTip #1: Measure Yourself Very Accurately\\n\\nIt's critical to measure yourself first before you start working on a pattern.\\n\\nPatterns come in different sizes that depend on your measurements. If you choose the wrong pattern, your piece will not fit.\\n\\nSo grab a tape measure and get to work.\\n\\nMeasure your full bust for tops and your waist for bottoms to determine the pattern size you should use.\\n\\nTip #2: Read the Guidesheet Carefully\\n\\nBefore you get to work, make sure to go over the guide sheet very carefully.\\n\\n🪡Make sure you understand the fabric layout.\\n\\n🪡Make sure you understand the techniques used for the pattern.\\n\\n🪡Make sure you understand all the terminology in the guide sheet.\\n\\nBy doing this, you'll drastically reduce your mistakes while sewing. You'll also minimize the chances of scraping a whole piece of fabric due to an error.\\n\\nSo don't rush. Read the guide sheet and look up any techniques or terminology you don't understand.\\n\\nTip #3: Practice Techniques Before Trying Them\\n\\nDid you come across a technique you don't know how to do?\\n\\nOr maybe you aren't confident yet with sewing a button, doing a dart, or grading?\\n\\nWhatever the case, if you encounter something you're unfamiliar with, grab a piece of scrap fabric and practice first.\\n\\nThere's nothing worse than being 75% done with a piece and making an error with a specific detail that ruins the whole project.\\n\\nSo, create samples.\\n\\nYou can also keep these examples in a binder. If you forget how they're done, you can check out the sample you created.\\n\\nTip #4: Pick a Simple Pattern\\n\\nThe 5 patterns we've listed above are all perfect for beginners.\\n\\nBut if you don't like any of them, try a simple pattern for your first project.\\n\\nFind something that has as few details as possible. This way, you can master the fundamentals before working on tricky stuff. It's also the perfect way to learn the terminology of sewing.\\n\\nFinally, it's a great way to build confidence.\\n\\nThere's nothing like the feeling of wearing something that you sewed yourself for the first time. And it'll be a great motivator to keep on going.\\n\\nIf you choose a complicated pattern, you may end up frustrated instead.\\n\\nTip #5: Choose a Woven Fabric\\n\\nFinally, it's best for beginners to start with a woven fabric such as cotton.\\n\\nWith cotton, you won't have any problems finding the right side. You also won't have to worry about any stretch in the fabric.\\n\\nThis makes it ideal for beginners.\\n\\nRemember, with so many new things to learn, you don't want a fabric that is difficult to work with.\\n\\nI recommend using cotton while you focus on learning the fundamentals.\\n\\nHand Sewing vs. Machine Sewing\\n\\nOne of the biggest decisions beginners have to make right off the bat is whether they are going to sew by hand with a machine.\\n\\nBoth have pros and cons that you need to consider–here's our take:\\n\\nMachine Sewing\\n\\nUse a machine if you plan to mostly sew clothes.\\n\\nSewing machines have made sewists' lives much easier by handling many of the tedious tasks that come with sewing clothes–and that allows you to focus on the creative aspects of your projects.\\n\\nThey're also better at maintaining even stitches and keeping seams neat and tidy.\\n\\nHand Sewing\\n\\nHand sewing is useful for fine details, such as attaching buttons or basting.\\n\\nWhile it's important to know how to sew by hand, you'll do most of your stitching on a machine.\\n\\nStill, honing your hand-sewing skills can make a real difference when you're adding intricate details that help your garments stand out.\\n\\nReady to Start Sewing?\\n\\nLearning how to sew is one of the most rewarding skills you can pick up.\\n\\nSo, whether you just want to try something new or have wanted to sew for a long time but have always put it off, don't wait to start.\\n\\nFollow the steps in this guide, choose a simple pattern, and keep these tips in mind. Before long, you'll be creating beautiful, confidence-boosting garments.\\n\\nAnd if you're serious about mastering this skill, check out our Sew Confident Program here!\", \"url\": \"https://sewingworkshop.com/new-blog/sewing-for-beginners\", \"with\": [\"Add patterns that look more like rocket-ship blueprints and it's enough to make \", \"Lay your pattern pieces out on the fabric and see if there's enough. Remember, y\", \"Before you get to work, make sure to go over the guide sheet very carefully.\", \"Follow the steps in this guide, choose a simple pattern, and keep these tips in \"], \"without\": [\"Copyright © 2025 © Sewing Workshop\", \"threadWEAR 301\", \"Subscribe to updates from author\", \"About the author\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5171", "input": "https://cooking.stackexchange.com/questions/92884/educated-ways-to-simplify-substitute-recipes", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5171\", \"ground_truth_path\": \"source/test/ground-truth/5171.json\", \"ground_truth_sha256\": \"c4db6ce8d74678f66f1c49afd7f4542969c5107b26561d976c0bf18850b10d84\", \"html_path\": \"source/test/html/5171.html.gz\", \"html_sha256\": \"6cfc69d060e685b2d526fc510d2ddd4cc466495be27428ca59da7e74cc8912f2\", \"page_type\": \"forum\", \"reference\": \"Sometimes I do not have enough time and miss out parts either substitute ingridients.\\n\\nMy observation is that sometimes it's quite okay and sometimes awful because of unexpected pairings in the food design.\\n\\nIs there any general rule beyond personal taste to recognize where reduction/substitution is really no way?\\n\\n1 Answer\\n\\nThere's no such rule, but you can approach in a strategic way.\\nYou need to know, however why that ingredient is in the recipe.\\n\\nWhen it's only about flavor (say spices), i think it's fairly easy to substitue with what you see fit.\\n\\nBut this is not always the case:\\n\\nSay your ice-cream recipe calls for a banana, it's not only there for flavor, but also texture. You can not just replace with any fruit, banana is used there for its starchy texture as well. You'll need to replace the banana with similar amounts of starch (or eggs that would give a similar texture) and a flavor you see fit.\", \"url\": \"https://cooking.stackexchange.com/questions/92884/educated-ways-to-simplify-substitute-recipes\", \"with\": [\"My observation is that sometimes it's quite okay and sometimes awful because of \", \"Is there any general rule beyond personal taste to recognize where reduction/sub\", \"When it's only about flavor (say spices), i think it's fairly easy to substitue \", \"Say your ice-cream recipe calls for a banana, it's not only there for flavor, bu\"], \"without\": [\"Seasoned Advice\", \"Site design / logo\", \"user contributions licensed under\", \"Stack Exchange Inc\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5172", "input": "https://cooking.meta.stackexchange.com/questions/1584/how-can-we-make-substitution-questions-more-helpful", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5172\", \"ground_truth_path\": \"source/test/ground-truth/5172.json\", \"ground_truth_sha256\": \"3da3b12b16b782c6c2696bdb28fe0799b4bf65bda970eea9931b71867942acd2\", \"html_path\": \"source/test/html/5172.html.gz\", \"html_sha256\": \"91b501b4fbf98421e9490962dfa41d61068998c7afd3ea0294c64df96bc8dbc8\", \"page_type\": \"forum\", \"reference\": \"There seem to be lots of questions asking for ingredient substitutions.\\n\\nWhat guidance should we give to make it easier for the askers to give the right information, so that they can get helpful answers?\\n\\n3 Answers\\n\\nThis isn't terribly different from any other category of questions. New users will often not include all the necessary information in their questions, and in those cases we have to ask them to provide it, and sometimes even edit their questions.\\n\\nPeople who write questions with missing information are not generally people who will go out of their way to read FAQ or really anything that's not present on the \\\"ask a question\\\" page. Editing tag wikis is a good way to help with that, since people often do enter correct tags, and the page then pops up an excerpt of that tag's wiki. For example, the \\\"substitutions\\\" tag excerpt just reads \\\"Questions about possible substitutions for an ingredient.\\\" It could be a bit more helpful. But beyond that, it's inevitable that sometimes we just have to ask for more information, regardless of the question topic.\\n\\nIt's possible that the stackexchange engine could be even more proactive about this by adapting the help/hint text based on the content of the question. If it were able to infer that \\\"substitutions\\\" was likely a good tag based on the question, it could provide relevant advice. But of course, these things are hard, and it's a balance - if you show too much information, or change it too often, people won't read it. In any case, that's a much more general discussion, and one to have on stackoverflow meta on behalf of all of stackexchange, not just cooking.\\n\\nWhen asking a question about ingredient substitutions, please:\\n\\nSay why you need the substitution (allergy, dietary guidelines, simply out of the ingredient, not available where you live, you just don't like the taste), since that may drive different answers.\\n\\nGive some context of the recipe or technique where the ingredient is being used, since the role that ingredient plays in the recipe may indicate different substitutions.\\n\\nDoing these things will help people who answer you give information that will actually help. After all, if you are allergic to sesame, and we suggest using sesame seeds in place of sesame oil for flavor, that information won't be helpful.\\n\\nEdit/suggest an edit to the tag wiki.\\n\\n(Seriously - that is the #1 thing you can do to make questions in any particular tag more helpful. Not everybody will read it, but the more people in the know, the more it will improve.)\", \"url\": \"https://cooking.meta.stackexchange.com/questions/1584/how-can-we-make-substitution-questions-more-helpful\", \"with\": [\"What guidance should we give to make it easier for the askers to give the right \", \"People who write questions with missing information are not generally people who\", \"Give some context of the recipe or technique where the ingredient is being used,\", \"(Seriously - that is the #1 thing you can do to make questions in any particular\"], \"without\": [\"Seasoned Advice Meta\", \"Site design / logo\", \"user contributions licensed under\", \"Stack Exchange Inc\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5175", "input": "https://travel.stackexchange.com/questions/74384/tourist-visa-requirements-for-thailand", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5175\", \"ground_truth_path\": \"source/test/ground-truth/5175.json\", \"ground_truth_sha256\": \"e8881a610fa4582980814b0cef9a2709eba0272dd0cb97eecd47e82163d32504\", \"html_path\": \"source/test/html/5175.html.gz\", \"html_sha256\": \"c1d8d8b15d1dac39abc4acebcda4316fb26976236361f6b78462491deb4d8bcc\", \"page_type\": \"forum\", \"reference\": \"As a long-term stayer, the visa requirements in Thailand have varied quite a bit.\\n\\nFor example, during a brief period, it was not possible to do a same-day border run - instead one had to overnight and come back the next day. Now it's possible to pop out and in again on the same day.\\n\\nWhere can I go to get either official requirements or unofficial reports of the current situation regarding tourist visas in Thailand?\\n\\n3 Answers\\n\\nThe government website for visa information would be Ministry of Foreign Affairs, but even that is not always 100% up to date. Thailand has a history of constantly changing the rules;-)\\n\\nhttp://www.mfa.go.th/main/en/services/4908\\n\\nYou can also check the websites for the Thai Embassy or Consulate in your country of residence. Another good but unofficial website would be the ThiaVisa.com forum. Lots of locally knowledgeable participants (plus plenty of obnoxious ones too:-)\\n\\nThe current basic visa info (applicable to most G7, G8 and developed nations):\\n\\nVisa Exemption entries are still 30 days by air for all, 30 days by land for G7 nations, 15 days for all others. Currently no restrictions on \\\"visa runs\\\" but it is up to the Immigration official if they feel you are \\\"abusing\\\" the system to \\\"live\\\" in Thailand by making regular visa runs.\\n\\nTourist visa is still a 60 day stay, but they have a new Multiple Entry Tourist Visa good for six months. The new multiple entry visa does require six months of bank statements showing a minimum amount in the account ($7000 for US citizens, maybe different in other countries). Single entry tourist visas require only a current statement showing $700 (again US).\\n\\nA 30 day extension once in country is possible, but costs 1900 baht, so no cheaper than a tourist visa and can only be used once to extend your stay. Also an extension is not guaranteed to be 30 days, the Immigration official can choose to extend your stay for a shorter period. Not sure if they track your history of extensions.\\n\\nAll stays (visa exemption and tourist visas) expire when you leave the country and any remaining days are forfeit. So you can't use a single entry 60 day tourist visa to cover two separate 20 days stays in the Kingdom.\\n\\nThaiVisa.com Forum (TVF) is indeed the best unofficial source to get up to date info on Thai Visa requirements. There are a few old farts on there, but the mods like UbonJoe and others who have been there for a while can give you up to date advice. I wish they did a better job of renaming thread titles that are misleading, or having a template in which each thread had to contain certain information. Or better yet, that section should have a 'StackExchange'-like Q&A. The forum format is good for trip reports, but often times topics get derailed quickly and sometimes you get 50+ posts of speculation and bickering without much additional value added.\\n\\nThe problem with official sources like immigration.co.th is that the central official blog which is supposed to post updated information is not always up to date (although they are doing a much better job recently). It doesn't matter where the law is coming from (Royal Gazette, Article 44, Police order, Ministry of Foreign Affairs, etc); just a central place that can post a summary of these changes would be nice.\\n\\nAdd to that the fact that each Thai consulate or will interpret or enforce additional rules as they see fit. They are likely to update their own consulate website or post a printout on the bulletin board at the consulate first. Also, different borders and local immigration offices may [not] enforce certain policies depending on the political situation at that border. That is why trip reports and such from TVF is good idea. Also if you can connect with a local company that does regular 'visa run' or 'border run' services, you can get fresh updates from their staff WTF the current mood is at that border.\\n\\nSo both moderators and senior members of TVF do keep contacts with official and sources close to the matter to stay abreast. Also connect with local expats. Many of them do have real lives (and may rarely participate on TVF) and they can still show you more practical workarounds.\\n\\nIn early 2018 I found quite complete information on this webpage of the Thai Embassy in Rome (Italy). Despite mainly intended for an Italian/EU audience, it is written in English and it includes relevant details about:\\n\\ncountries and territories entitled for visa exemption and visa on arrival to Thailand,\\n\\nrequired documents for a variety of visas (single and multiple-entry, tourist, business, long-stay, etc.).\", \"url\": \"https://travel.stackexchange.com/questions/74384/tourist-visa-requirements-for-thailand\", \"with\": [\"For example, during a brief period, it was not possible to do a same-day border \", \"The current basic visa info (applicable to most G7, G8 and developed nations):\", \"The problem with official sources like immigration.co.th is that the central off\", \"required documents for a variety of visas (single and multiple-entry, tourist, b\"], \"without\": [\"Hot Network Questions\", \"Featured on Meta\", \"Highest score\", \"Sorted by:\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5176", "input": "https://travel.stackexchange.com/questions/1703/is-there-any-online-resource-that-can-tell-me-what-visa-rules-are-for-passport-h", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5176\", \"ground_truth_path\": \"source/test/ground-truth/5176.json\", \"ground_truth_sha256\": \"4be15cbb41de01a05173077fbbb4fb4b541a147fcdda5b693853361638c8c559\", \"html_path\": \"source/test/html/5176.html.gz\", \"html_sha256\": \"2f2d13c0a89050ce2c982b3c812a4f86be3a9db2f86dc6a52cf79baf1e9455b1\", \"page_type\": \"forum\", \"reference\": \"When thinking about travelling, I often have to think about a place to visit, and then look up visa rules for that particular country. This can be a fairly painful process because official government sites can often be hard to find, and advice on (say) guidebooks or Wikitravel tends to be generic.\\n\\nIs there any resource where I can enter my nationality/residency, and then look up a list of visa rules for various countries?\\n\\n11 Answers\\n\\nA resource that I find useful:\\n\\nIATA TravelCentre: A comprehensive listing of visa, health, customs (in its British English, not American English, definition) for different destinations compiled by IATA. I have found this is fairly accurate. The form, however, is cumbersome as it asks you to fill in far too many details than required.\\n\\nOn TSE itself, related questions include:\\n\\nIATA provides just such a resource.\\n\\nIt is incredibly thorough, and takes care of transit visa requirements as well as cases where you live in a country different from your citizenship (this may affect visa requirements for third countries).\\n\\nThe information provided is based on IATA's Timatic database which is used by nearly every airline in the world for determining passenger travel document requirements.\\n\\nYes! I found projectvisa.com relatively recently.\\n\\nSeems pretty accurate. It links to duration of landing visas by country, as well as general info.\\n\\nOne of the most reliable options is to query the Timatic database:\\n\\nYou enter your nationality, your destination and (optionally) other details such as your transit airports and duration of stay. The next page will then show if you need a visa or not, as well as additional requirements:\\n\\nAirline agents will use the same information to decide if you can be allowed on-board, so if the Timatic website says you're okay to go, you can also be sure the airline won't have any issues.\\n\\nFor the UK, the Foreign and Commonwealth Office retains a page on traveller advice, including entry requirements. This is obviously not as broadly useful as the IATA site, but helpful for those with British passports.\\n\\nWikipedia has extensive updated information on this. However make sure to double-check their information as all of it is sourced by volunteers.\\n\\nHere is the page for visa requirements for Indian passport holders.\\n\\nAlso, other users may want to check the visa requirements for most nationalities and visa policy by country.\\n\\nA bonus is their visual maps, such as this one for visa requirements for Australian nationals:\\n\\nBeyond the websites listed already, of which IATA Travel Centre seems to be the most useful, I am aware of two airline websites that allow indirect access to the Timatic:\\n\\nKLM\\n\\nand\\n\\nEmirates\\n\\nas well as one very detailed interface (shared by @MichaelHampton in chat)\\n\\nFlightworx\\n\\nCopa Airlines also allows indirect access to Timatic\\n\\nVisaHQ is the best website I have found for that. Go to the \\\"Visas\\\" part, select your destination, then choose your citizenship and country of residence. Or just go to their \\\"citizens\\\" page and youl'll have a list of every country and if it requires a visa or not based on your citizenship.\\n\\nI think it depends. If your nationality is from a big country like US, Canada, Australia, Germany, etc. then there are quite a few good sites.\\n\\nBut I always have the problem that I can't find any resource at all, even if I check the homepage of each country to see if a Visa is required. Small countries are often just not mentioned.\\n\\nSo I think the answer to this question really depends on your nationality.\\n\\nTraveldoc has uptodate information, including covid related restrictions and additional documents.\\n\\nhttps://www.traveldoc.aero/\\n\\nFollowing a link on the delta page you gave, I found visacentral.com, and I tried some examples and it told me correctly if I need or not a visa regarding my nationality and the target country (I didn't go further).\\n\\nOtherwise, you should look for info on the website of embassies of your country in the country you want to visit.\\n\\nWhat is your nationality?\\n\\n(In France we have a governmental website which give info about every country.)\", \"url\": \"https://travel.stackexchange.com/questions/1703/is-there-any-online-resource-that-can-tell-me-what-visa-rules-are-for-passport-h\", \"with\": [\"Is there any resource where I can enter my nationality/residency, and then look \", \"You enter your nationality, your destination and (optionally) other details such\", \"Copa Airlines also allows indirect access to Timatic\", \"(In France we have a governmental website which give info about every country.)\"], \"without\": [\"Hot Network Questions\", \"Featured on Meta\", \"Highest score\", \"Sorted by:\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5177", "input": "https://english.stackexchange.com/questions/52137/what-is-the-difference-between-grammar-and-usage", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5177\", \"ground_truth_path\": \"source/test/ground-truth/5177.json\", \"ground_truth_sha256\": \"341eea45c3a9eb4524f97c765a643c556c4d7585256545c115e6b5a49ddac78d\", \"html_path\": \"source/test/html/5177.html.gz\", \"html_sha256\": \"58e9a985fbc9be0fde8c59846f425536d411e37760a9ef0228467a40d206ce71\", \"page_type\": \"forum\", \"reference\": \"I'm surprised this has not been asked and answered on this Site--perhaps it has, but my search found nothing. The closest question to this one i could find sought the difference between grammar and syntax, which received one answer before it was closed as off-topic. In any event, I did not find the answer probative of the question i ask here.\\n\\nWhat's more, Internet search engines were no help, likely because there's no distinctive keyword in the query.\\n\\n4 Answers\\n\\nI too have searched for a definitive answer to this question and not found one. My own way of differentiating grammar from usage errors for my English language learners is as follows:\\n\\nIf the mistake contravenes a generalizable rule for all members of that word class, then it is a grammar mistake. Otherwise it is a usage mistake.\\n\\nFor example:\\n\\nHe live in Frankfurt contravenes the rule that verbs in the 3rd person singular present simple tense require an -s (with the exception of modals), and is hence a grammar mistake.\\n\\nMy grandfather is a very high man is a usage mistake. We can formulate a rule that high applies to mountains not people. But the rule applies to one member of the word class only and hence the mistake is one of usage.\\n\\nOn this basis, these errors are grammar errors:\\n\\nI play tennis yesterday.\\n\\nDo you have dog?\\n\\nI live in Frankfurt since 10 year. (3 errors)\\n\\nAnd these are usage errors:\\n\\nI always enjoy to sleep late on Sundays.\\n\\nWhat is the reason of your lateness?\\n\\nShe replied she didn't know the answer.\\n\\nThe issue is of more than purely theoretical importance because learners need to know whether they should consult a grammar book or a good dictionary/usage manual to find out if what they have written is correct.\\n\\nIt is interesting to note that two excellent resources for English language learners both have the word usage in their titles:\\n\\nGarner's Modern American Usage and Swan's Practical English Usage.\\n\\nGarner's book exclusively contains what I personally would define as usage issues, while Swan's includes numerous entries on what I would term grammar; including negation, passive, modals, determiners, etc. So it seems that even the experts can't agree on the meaning of the word.\\n\\nGrammar describes the way in which a language puts together the smallest units of meaning to make words (morphology), and the way it puts words together to make sentences (syntax). Usage is a less tightly defined concept, describing the way in which members of a language community use language, within the grammatical framework, to achieve their communicative purpose, particularly when several options are available.\\n\\nUsage considers the meanings of words, while grammar might be considered to only consider parts of speech.\\n\\nThe truck played the elephant colorfully.\\n\\nhas correct grammar, but as for usage...\\n\\n\\\"Grammar\\\" is usually taken to be a synonym to \\\"syntax\\\" and here's how syntax is defined in Wikipedia:\\n\\nIn linguistics, syntax (from Ancient Greek word for \\\"arrangement\\\" from the word for \\\"together\\\", and word \\\"táxis\\\", \\\"an ordering\\\") is the study of the principles and rules for constructing phrases and sentences in natural languages.\\n\\nSyntax is concerned with the structure/mechanics of the sentence, order of the principal parts of the sentence and their mutual dependencies. The highest unit of the analysis is the sentence, and further analysis would include phrases. Internal structure of words is the subject of lexicology, morphology or phonology and is not of primary concern for syntax, at least not in the narrow sense of the word. So, in syntactic/grammar analysis the goal would be to analyze principal parts of the sentence: subject, verb, object.., their order (is it SVO which is typical for English, or ditransitive SVOO etc.), their dependencies, verb complements. You would also analyze the formal structure of the sentence elements identifying word classes in the sentence: nouns, verbs, adjectives etc.., and their relation to the functional parts of the sentence.\\n\\nWhen we are talking about \\\"usage\\\", it's what it says on the tin. The matter of concern is typically how a particular phrase/expression stands in the wider context of the language. The question about the usage of the word or a phrase would include analyzing the register of speech in which the expression is used- is it colloquial or academic, formal or informal, characteristic of written or spoken language, literary, slang etc. Another important question about the usage is whether a particular usage is idiomatic or not, that is, if there are variations of the same phrase or it is a set expression.Inquiring about the usage of the expression could further include regional spread or source of the phrase - British or American, Australian, Zealandian, Pidgin, Geordy, etc.., age of the people who characteristically use the phrase: young, old, social class: posh expression versus vulgar etc. The principal thing asked about the usage of the expression would also be how the context affect the use of the expression. Does it carry a negative connotation in specific contexts, or possibly sounds jocular, or pejorative etc.\\n\\nSo the terms \\\"grammar\\\" and \\\"usage\\\" refer to two different analyses, which may or may not be both included in analyzing a particular sentence or expression.\", \"url\": \"https://english.stackexchange.com/questions/52137/what-is-the-difference-between-grammar-and-usage\", \"with\": [\"What's more, Internet search engines were no help, likely because there's no dis\", \"I live in Frankfurt since 10 year. (3 errors)\", \"The truck played the elephant colorfully.\", \"So the terms \\\"grammar\\\" and \\\"usage\\\" refer to two different analyses, which may or\"], \"without\": [\"Hot Network Questions\", \"Featured on Meta\", \"Highest score\", \"current community\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5178", "input": "https://ell.stackexchange.com/questions/181667/understanding-english-grammar-and-proper-word-usage", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5178\", \"ground_truth_path\": \"source/test/ground-truth/5178.json\", \"ground_truth_sha256\": \"83aafd88bb0dbeaaa9509da941ee1d83dc1643a6189a2c607440a7152ef00ea8\", \"html_path\": \"source/test/html/5178.html.gz\", \"html_sha256\": \"0e6d05b7c297efb1934483071f06f498dbe5d51726ec3bb3b740915b4c3aaca8\", \"page_type\": \"forum\", \"reference\": \"Would someone please help me identify the type of each word in the following sentence? In learning Spanish (using Duolingo and lovin' it) I'm realizing my English is \\\"accidentally\\\" good. My knowledge of grammar is embarrassing. A sentence Duolingo used (I personally would never word it this way) was:\\n\\n\\\"I am going to tell you something later.\\\"\\n\\nI know the verb is tell.\\n\\nI think the subject is you... or is it I...\\n\\nThe object might be something.\\n\\nWhat is going?\\n\\nAnywho, I need to know the type of each word to properly format sentences in Spanish.\\n\\n1 Answer\\n\\n\\\"I am going to tell you something later.\\\"\\n\\nI is the subject. The actor performing action.\\n\\nam going to are auxiliaries to the main verb, whose purpose is to define the time the verb is taking place in.\\n\\ntell is the main verb.\\n\\nyou is the indirect object. The person for whom the action is taking place.\\n\\nsomething is the direct object. That of which the subject is talking about.\\n\\nlater is an adverb. Further describes the time, which is redundant in this case, since the auxiliary verbs already did that and it's not really providing any additional information.\", \"url\": \"https://ell.stackexchange.com/questions/181667/understanding-english-grammar-and-proper-word-usage\", \"with\": [\"\\\"I am going to tell you something later.\\\"\", \"Anywho, I need to know the type of each word to properly format sentences in Spa\", \"am going to are auxiliaries to the main verb, whose purpose is to define the tim\", \"something is the direct object. That of which the subject is talking about.\"], \"without\": [\"English Language Learners\", \"Hot Network Questions\", \"Featured on Meta\", \"current community\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5179", "input": "https://linguistics.stackexchange.com/questions/9601/whats-the-use-of-grammar", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5179\", \"ground_truth_path\": \"source/test/ground-truth/5179.json\", \"ground_truth_sha256\": \"c413ec676c3eae05e93b8488be972a940044f24af69f0384ff39974297fb48f8\", \"html_path\": \"source/test/html/5179.html.gz\", \"html_sha256\": \"a8206bef36d37cccd12f2f4567b1cc8af0e0f50555903abca7f32b7767e38d0d\", \"page_type\": \"forum\", \"reference\": \"There's a question that bothered me for a long time when I am learning another language.\\nEnglish is not my first language, so when I was being taught, they told me all these grammars like like the tenses, single/plural and so on.\\n\\nI got confused all the time why they have to make the language so complicated themselves. Why can we just say \\\"He eat a lot.\\\" in stead of \\\"He eats a lot.\\\"? I mean both sentences are understandable but the rules of English say the former is wrong!\\n\\nMy question is \\\"What's the use of Grammar if it makes the things more complicated?\\\" Since people have higher possibility to make grammatical mistakes.\\n\\n8 Answers\\n\\nA very short version: the use of grammar is that you could not have asked this question without using grammar!\\n\\nYou are making one big assumption, and as a result, you miss the main point:\\n\\nGrammar was devised by people trying to create a language.\\n\\nWell, in some cases, this has actually happened. But in general his is just a huge misunderstanding. Grammar is made by the people that speak the language.\\n\\nLanguage is what people use to communicate with each other. Over time, language evolves, it changes. And over a time of thousands of years, nobody ever wrote a grammar book! Well, probably that also had to do with writing not having been invented yet.\\n\\nBut even after we started to write, most people never saw a grammar book.\\n\\nStill, everybody knows grammar rules! Because grammar is not what someone writes down for you to learn, it is how people use the words in a language to make meaningful sentences!\\n\\nSo, what's the use of grammar? It makes it possible for people to use a language. Without grammar, I would expect you to understand the meaning of the following sentence:\\n\\nand walk come have john dog home some the oranges after\\n\\nI have used all the words from a normal English sentence, but I have willingly removed that pesky grammar that makes it difficult. So my words are in no particular order, I did not conjugate any verbs, and for good measure I removed all punctuation.\\n\\nNow let's see what happens when I apply grammar to those words:\\n\\nAfter walking the dog, John came home and had some oranges.\\n\\nNow, I am not going to give you a list of all the grammar rules I used to form that sentence, but there are a lot of them! I can use them without even knowing they exist!. Native speakers learn the grammar rules of their mother-tongue when they learn how to speak. Nobody teaches a baby how to conjugate verbs, yet they learn by copying and understanding patterns. A grammar book is nothing else than a collection of those same rules that children learn by themselves when they are quite young.\\n\\nWhat makes it seem difficult is that those rules are different between languages, so the rules for English may look very new and unfamiliar compared to the rules of your native language. That may seem unfair and complicated, but trust me, an English speaker learning your language has the same problem.\\n\\nGrammar is what allows you to connect the meanings of individual words into a more complicated meaning that connects different concepts together. Without some agreement about how we do that, we can't express these more complex concepts.\\n\\nAs you say, \\\"He eat a lot\\\" is perfectly understandable. We say that it's a mistake because it isn't the normal way of expressing that concept, but it still gets the point across. But consider a sentence such as \\\"John eaten alligator\\\". Is that supposed to mean \\\"John was eaten by an alligator\\\" or \\\"John has eaten alligator\\\" (quite common in the southern US)?\\n\\nNow, you could argue that insisting on \\\"he eats\\\" instead of \\\"he eat\\\" is unnecessary complication and just an opportunity to make mistakes. But it does have some use, by adding redundancy to the language, which gives you more than one chance to understand. For example, suppose that, in a noisy room, somebody asks \\\"Who wants a drink?\\\" Because of the noise, you're not quite sure if they said \\\"You wants a drink?\\\" However, that would be ungrammatical, so you assume they asked \\\"Who wants a drink?\\\", rather than \\\"You want a drink?\\\" If we didn't use a different form of the verb for the second and third person, you'd have to ask them to repeat themself.\\n\\nThis answer was written while the question was still over on English Language and Usage SE. I suspect it doesn't meet the standards that would be expected of an answer here on Linguistics so if it's inappropriate, just yell and I'll delete it.\\n\\nShort and simple answer: grammar is natural and without it there is no language.\\n\\nLonger answer: in the beginning there is pidgin. Pidgins develop where a group of people with no common language have a pressing need to communicate, often related to work or trade. Pidgins have a lexis sufficient to talk about work/trade, and barely any grammar though that also depends on how you define 'grammar'.\\n\\nThe pidgin may migrate out of the situation that generated it, into a domestic setting, and then it becomes a creole. A creole has a larger lexis to accomodate domestic items and starts to develop grammar.\\n\\nOne day, depending on social and political factors more than on linguistics, the grammar and lexis of the creole might be codified into grammar books and dictionaries, which allow it to be taught in schools. Now, it is a language.\\n\\nNote here are that the grammar arises naturally - there is no sinister 'they' inventing grammar, only a 'they' who codify it. Why does the grammar arise naturally? Because grammar is needed for the creole or the language to function effectively. A pidgin might get by with minimal grammar because it has minimal functions, but the extended functions of a creole or language need grammar to avoid chaos. Consider this short sentence... a verb with two arguments:\\n\\nJohn shot David\\n\\nWe know, in English, that John had a gun and David recieved a bullet, and it all happened in the past. We know that because the rules of English grammar tell us what the word order should be and to mark the verb as past. Without those grammar rules all we would have is two people and a shooting, at some indefinate time.\\n\\nYour question about third person -s...\\n\\nThis is already a simplification. In OE the third person was conjugated with some weird symbols that I can't reproduce here, and pronounced as -eth, -ath, and -th. In ME those three were simplified into a single -eth used for all third persons:\\n\\nHe eateth a lot\\n\\nwhich in Modern English is simplified even further to -s, used to mark that person as being absent from the conversation.\\n\\nI'd like to offer an alternative perspective to all the answers offered so far. First, I'd like to rephrase the question and then react to the other answers with some general points.\\n\\nWhen you ask what is the purpose of grammar, you really want to know what is the purpose of morphology? And, in fact, this is one of linguistics' great puzzles (although not one that is often discussed openly). By and large morphology is redundant in all languages. As you say, it does not matter whether you say 'John likes' or 'John like'. In fact there are many dialects of English where 'John like' is just fine. There's certainly no potential for misunderstanding. The vast majority of inflectional morphemes are not necessary to convey the desired meaning. That does not mean that they do not convey meaning that would not be lost without them (e.g. in Czech accusative and locative often differentiate between a directional and locational meaning of a preposition or even the English plural morphemes are pretty useful) but that the meaning is generally sufficiently clear from context or could be easily recovered through some other means. There are various very powerful models that explain the process of the emergence of inflectional morphology but no clear explanation as to why it's there.\\n\\nSo by and large you can do without morphology but can you do without syntax? That depends on what you think syntax is. If you think about it as mostly word order, then you always need some way to order words one after another. And there does not seem to be one natural, logical way to do it. Subject-Verb-Object may seem natural to us but any other ordering seems to be just as fine. But how necessary is it? Not very. Most sentences are fine in pretty much any order. There are some high profile examples where the sentence alone is completely ambiguous (e.g. Parents love children.) but they would generally be rescued by context (e.g. in Czech 'Parents love children' is always ambiguous without context and in English, you're more likely to disambiguate by including 'their' before the object). But even in languages with relatively fixed word orders, there are many contexts (like poetry) when it can all be upended and mixed beyond recognition.\\n\\nWhile there are no languages without some sort of word order conventions, surely syntax is not about the order of words, at all! It's all about capturing the underlying relationships between words and giving them some sort of communicative or configurational function. Nouns become subjects to express agentivity, adjectives become attributes, verbs predicates, etc. We need to capture how agents and patients relate to each other, make sure we know what it is that prepositions modify, link anaphors to their referents, etc. And sure enough, all languages do that in one way or another. But they all do it in a profoundly redundant manner. Almost anything that you might think is essential for communication based on your observations of one language will be found missing in another language. All attempts at finding grammatical universals have failed to find anything plausibly invariable. Even the famous 'Universal Grammar' is just a collection of a handful of some general tendencies.\\n\\nAll the answers to the question, have assumed that there is such a thing as grammar. And not just that. They also assume that grammar is the fundamental expression or carrier of the deeper purposes of language. But I'd like to propose that there's in fact no such thing as grammar. Grammar is consequence of its artifacts, the grammar books. I've written a long post about thinking about grammar in different ways.\\n\\nConstruction grammar offers a much better way of thinking about grammar as an inventory of conventional ways of expressing meanings through sounds, words, parts of words, and combinations of words (constructions). And it's relatively easy to explain why we want to have conventional ways of speaking. Everything in human interaction is governed by convention (tacit agreement). In makes the interaction more predictable, easier to teach to new generations, more useful in differentiating in-groups from out-groups, and of course, it also make interaction more efficient. Not having to negotiate your conventions at the start of every interaction is very helpful. Even redundancy makes great sense because you often deal with the transmission of information over noisy channels (e.g. in a noisy place). Of course, over time, conventions tend to pile on top of one another and the efficiency will suffer. But no matter how morphologically or syntactically complex, no language seems to have transcended the equilibrium of efficiency.\\n\\nThis last point has to deal with two important objections:\\n\\ni. What about the obviously different cognitive natures of the conventions of grammar when compared to the conventions of culture? It's much more difficult (and quite different) to 'learn a language' than it is to 'learn a culture'. Our ability to behave in conventional linguistic ways is embedded so much 'deeper' in us than our ability to behave in culturally conventional ways. Just compare acquiring the phonological distinctions of a language with learning to politely refuse an offer of food. This is a good point to which I only have a partially satisfactory answer in that the conventions of culture are much deeper and more complex than people imagine. But I have to admit that they still seem qualitatively different from the conventions of language. I've addressed some of this in another post.\\n\\nii. Isn't talking about an inventory of conventional ways of expression just renaming what we've always talked about as grammar? Yes and no. In claiming that grammar is just an artifact of the grammar book, I'm not suggesting that the grammar book is a deluded enterprise. For millenia, grammar book writers have been describing real conventions and have done a great job in putting together taxonomies of these conventions. So when rethinking the nature of language without 'grammar', we don't need to start over and jettison all those old rules. They're pretty handy for what they are. But we need to rethink their place in our understanding of language. We must not confuse all those taxonomies of linguistic conventions with language for which we then need to find cognitive and neurological correlates. These taxonomies that were developed for the convenience of the reader and writer (and often influenced as much by the convention of the genre as anything else). The structure of language does NOT look like the table of contents of a grammar book. There's probably not even such a thing as a single structure. But that is often what we're lead to believe.\\n\\nSo in conclusion, even though this question may seem a bit naive, it is actually a profound puzzle to which linguistics does not have a complete answer. The fact, that we can be so dismissive of the question only indicates how much we need to rethink what we've been taking as givens about language for at least a hundred years. There are many linguists and other cognitive scientists who are doing that. But perhaps few who would want to be as radical about it as this. But I suspect that in a few generations, this will not seem as bold, as it may now.\\n\\nTo make a short answer. You have it backward. Linguistics, like other\\nsciences, tries to provide description of what is. Linguistics is descriptive,\\nbut not prescriptive.\\n\\nNo one invented grammars (except for very few artificial languages),\\nor other language strucutures, They happened because that is how\\nhumans, collectively, felt it convenient to talk, for whatever good or bad reason. Possibly it is good,\\npossibly it is bad, but it is not really open to value judgement: it\\njust is. And no one is making a decision one way or another.\\n\\nIn this sense it is neither more nor less absurd than many other social\\nrules, and following it is necessary for social life. You do not walk\\nnaked to work when it is hot. Why not?\\n\\nNow, many social rules can be described, and some times\\nexplained. That is the work of scientists. Do not pick on them, or on\\nanyone. It is a collective thing that cannot be controled.\\n\\nSome people have tried, not even to make the rules, but only to\\ndocument them and freeze them. This was more or less the role of the\\nAcademie Française for French, when it was created some 4 centuries\\nago. But the language evolved despite the Academie, and the Academie\\nhad to follow. You cannot be prescriptive, even with a good\\ndescription.\\n\\nEvolution of life is based on chance, but still follows some general\\nrules. For example, any trait that will save energy expenditure is\\nfavorable.\\n\\nIt is probable that, to some extent, languages evolve similarly, under\\nenvironmental constraints.\\n\\nAlso languages represent concepts that people want to\\ncommunicate. These concepts can actually vary from culture to culture.\\nIt may vary in the words. Some Nordic languages may have more words\\nfor white or for snow, with nuances that do not matter to us.\\nSome culture give genders to objects, while other do not. Some have\\ntenses that express very specific relation that have less significance\\nfor other. The grammar is often only part of a mirror of cultural\\nevolution, of the way people think. And what really matters when\\nlearning a language is to learn to think in that language. That is\\nmuch harder than grammar.\\n\\nI've just found nice piece of explanation by Michael Swan and I've decided to share it:\\n\\nMichael Swan | What is grammar?\\n\\nEven if after he/she/it the verb in present tense had no ending -s the grammar would have to describe this. But your suggestion is naive, it would be impossible to destinguish between present indicative and present subjective.\\n\\nIf you find the single ending -s in the present tense too difficult you should learn Latin where each of the six verb forms in present tense has a different ending. Besides,how is it in your mother tongue? Do you think your mother tongue is a language without a system? And the description of how the system of a language works is called grammar.\\n\\nAnd such language systems evolve over a very long time, more than a thousand years.\\nHow a language system works is not the decision of a single person. In the long evolution of English this language has managed to get rid of five verb endings in present tense compared to the six endings in Latin. A great achievement of simplification. If the community of speakers has kept the last ending it has a cause. Perhaps you think about what ambiguities would arise without this last ending. Think of the plural problem in English. Sometimes singular and plural have the same form.\\n\\nI never learned English grammar. English is my \\\"mother tongue\\\", in other words I picked it up at home by hearing my parents speak it, by reading books, etc.\\n\\nWhen I went to school I only learned French grammar, Latin grammar, German and Greek grammar, etc.\\n\\nSo I'd argue that you learn the \\\"rules\\\" of English grammar in order to learn to speak the kind of English that is \\\"natural\\\" and in a sense \\\"unlearned\\\" to 'native' English-speakers.\\n\\nLike me, my brother's elementary/primary school was French, where we learned the rules of French grammar. When he was sent to an English school aged about 10, he said to his parents, \\\"But I don't know the rules of English grammaire \\\", and they replied, \\\"Don't worry: you already know them.\\\"\\n\\nOccasionally I hear rules like, in English you would say, \\\"the little red house\\\" and not \\\"the red little house\\\". Rules like these are taught, and they are true, but I never learned them: I don't even realize that such rules exist, it just sounds a bit 'wrong' if you say it the other way.\\n\\nSaying that Grammar is necessary for comprehension is going a bit far. I spent a year in Italy where I would \\\"get by\\\" with just vocabulary that I picked up, without learning grammar such as how to decline verbs.\\n\\nSo, \\\"The Italian mine to hear like this.\\\" You can just about make out what I'm trying to say, even without grammar.\\n\\nHistorically a country like France spoke many regional dialects. Pronunciation was different in each region, words were different, words were spelled as they were pronounced. The laws and law courts were in Latin. After a while they wanted to change that: they wanted the laws to be in French, so that ordinary people could understand them. In order to do that they needed to change French: to define French: to make French unambiguous, and uniform across the whole country. So they defined rules of grammar and spelling, and taught them in school.\", \"url\": \"https://linguistics.stackexchange.com/questions/9601/whats-the-use-of-grammar\", \"with\": [\"English is not my first language, so when I was being taught, they told me all t\", \"We know, in English, that John had a gun and David recieved a bullet, and it all\", \"ago. But the language evolved despite the Academie, and the Academie\", \"Historically a country like France spoke many regional dialects. Pronunciation w\"], \"without\": [\"Hot Network Questions\", \"Featured on Meta\", \"Highest score\", \"Sorted by:\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5180", "input": "https://english.stackexchange.com/questions/373061/usage-of-being", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5180\", \"ground_truth_path\": \"source/test/ground-truth/5180.json\", \"ground_truth_sha256\": \"9e10199520b7c7d2c563bee8a60aede7d38f7e7a1679a4edd0044bca95e704d1\", \"html_path\": \"source/test/html/5180.html.gz\", \"html_sha256\": \"349692895b6937b211ba7b19dcb7503614a60a103e28c3d8f078b0b1fe520a04\", \"page_type\": \"forum\", \"reference\": \"I am a little bit confused about this grammar topic. I just want to understand and ensure that I am using this grammar structure correctly.\\n\\nThere are some cases I used to use it.\\n\\nHe is being quite rude to her. (He behaves badly with her)\\n\\nThe task is being performed by the team (The team is performing the task now)\\n\\nSorry for being late (Apologizing that I am late)\\n\\nIn each case being reviewed, it is necessary to perform specific actions to find the reason for its failure. (Each case which is reviewed by someone requires specific actions in order to find something)\\n\\nAm I using the grammar structure correctly?\\n\\nThank you.\\n\\nP.S Please let me know if I've done any other mistakes in the question.\\n\\n2 Answers\\n\\nThe word \\\"being\\\" is serving as what's called a present participle in these examples. It is helping to create a form of the verb called the present continuous tense.\\n\\nYou are probably familiar with a variety of tenses, but just in case you don't remember their names, here are some refresher examples, for the verb \\\"feed\\\". I chose an ordinary transitive verb (one which takes an object, i.e. one in which someone does the verb to something ) to show the effect of different tenses more clearly:\\n\\nTense Example\\n\\nPast\\n\\n(Simple) Perfect I fed the baby\\nPluperfect I had fed the baby\\nImperfect I was _feeding_ the baby\\n\\nPresent\\n\\n(Simple) Present I feed the baby\\nPresent Continuous I am _feeding_ the baby\\n\\nFuture\\n\\nFuture I will feed the baby\\nFuture Perfect I will have fed the baby\\n\\nNote that 2 of these, the Imperfect and the Present Continuous, use the present participle form of the verb itself, \\\"feeding\\\".\\n\\nNow, suppose that you are the baby. Instead of the active form of the verb, \\\"to feed\\\", we can switch to the passive form, \\\"to be fed\\\". Then, the sentences from earlier in these two tenses change to:\\n\\nImperfect I was _being_ fed\\nPresent Continuous I am _being_ fed\\n\\nSo, the word \\\"being\\\" shows up most commonly in these two tenses, in the passive form of the verb.\\n\\nNote: The verb \\\"to be\\\" is an additional, unique case where the word \\\"being\\\" can appear to form these same tenses, but the verb is intransitive. For example:\\n\\nImperfect I was _being_ careful\\nPresent Continuous I am _being_ careful\\n\\nModern American English relies heavily on present continuous tense verb forms instead of the more mundane present tense. In fact, the simple present tense is only regularly used in one way - to reflect an ongoing, regular activity. A few examples:\\n\\n\\\"How do you get to work?\\\" \\\"I ride the bus.\\\"\\n\\\"What kind of work do you do?\\\" \\\"I feed animals at the zoo.\\\"\\n\\nThe normal and more common form of the present tense in AmE is the present continuous:\\n\\n\\\"I'm watching my weight\\\".\\n\\n\\\"He's being asked to sign the papers.\\\"\\n\\n\\\"She's getting really upset.\\\"\\n\\nBritE does the same thing, but the simple present shows up a bit more, just as a variation in usage.\\n\\nNote: There is one rather uncommon usage of the word \\\"being\\\". It sometimes appears to start an adjectival phrase, which is a phrase that describes something. For example:\\n\\n\\\"The ship's captain, being taller than the rest of the crew, was able to reach the swinging cask.\\\"\\n\\nThere is another occasional, but incorrect, usage where the word \\\"being\\\" is used as part of a kind of additional dangling phrase that's trying to do the job of a conjunction:\\n\\n\\\"I ate the rest of the cake, the reason being that I was depressed.\\\"\\n\\nThese are really two separate ideas, and could be correctly framed by inserting the conjunction \\\"because\\\" and dropping the awkward phrase \\\"the reason being that\\\":\\n\\n\\\"I ate the rest of the cake because I was depressed.\\\"\\n\\nIn each case being reviewed, it necessary to find the main point and than find the reason of failure\\n\\nThis sentence does not have a predicate. It should read:\\n\\nIn each case being reviewed, it is necessary to find the main point and then find the reason of failure\\n\\nI believe you misspelled \\\"then\\\".\\n\\nWithout the \\\"is\\\" the sentence only has an understood verb. By turning the sentence around a little, it is not hard to see:\\n\\nTo find the main point and then find the reason for failure in each case is necessary.\\n\\nWithout the \\\"is\\\" the thoughts are not complete. It may be you intended to use the \\\"is\\\" and didn't by mistake, in which case the only problem is proof reading. The other three sentences seem OK.\", \"url\": \"https://english.stackexchange.com/questions/373061/usage-of-being\", \"with\": [\"He is being quite rude to her. (He behaves badly with her)\", \"Note that 2 of these, the Imperfect and the Present Continuous, use the present \", \"There is another occasional, but incorrect, usage where the word \\\"being\\\" is used\", \"Without the \\\"is\\\" the thoughts are not complete. It may be you intended to use th\"], \"without\": [\"Start here for a quick overview of the site\", \"Hot Network Questions\", \"Skip to main content\", \"Stack Exchange Network\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5181", "input": "https://english.stackexchange.com/questions/589331/sentence-grammar-usage-as", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5181\", \"ground_truth_path\": \"source/test/ground-truth/5181.json\", \"ground_truth_sha256\": \"ebe8dab7fc750c3bb4028a5b83d665b31a5554216c7f973def47cfc93b7a7bc6\", \"html_path\": \"source/test/html/5181.html.gz\", \"html_sha256\": \"eea1fc83a93881b5d6fc52ea1bacf9ad0b0273d42deafe88614daf1ac6fea93c\", \"page_type\": \"forum\", \"reference\": \"He was exposed as lacking in intelligence.\\n\\nI'm writing this sentence but I feel there is something amiss with the grammar, but I can't tell exactly why or where. Something to do with \\\"as\\\" I suspect.\\n\\nAny help would be appreciated thank you.\\n\\n1 Answer\\n\\nThe sentence is correct as far as I can see. Depending on the context, we could come up with less ambiguous sentences that share the same meaning.\", \"url\": \"https://english.stackexchange.com/questions/589331/sentence-grammar-usage-as\", \"with\": [\"He was exposed as lacking in intelligence.\", \"The sentence is correct as far as I can see. Depending on the context, we could \"], \"without\": [\"Start here for a quick overview of the site\", \"Hot Network Questions\", \"Skip to main content\", \"Stack Exchange Network\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5182", "input": "https://english.meta.stackexchange.com/questions/15596/are-there-any-differences-between-u-s-grammar-usage-and-british-grammar-usa", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5182\", \"ground_truth_path\": \"source/test/ground-truth/5182.json\", \"ground_truth_sha256\": \"39099b43613fe48f587ec19d1995e6231c2be8a7688ef600265d795e7ebf8e6e\", \"html_path\": \"source/test/html/5182.html.gz\", \"html_sha256\": \"19f91228bcdb41d979cb4fab4278a64f83b8c4c15bbc599a2b5e2a2656e2ef34\", \"page_type\": \"forum\", \"reference\": \"Are there any differences between U.S. Grammar & Usage and British Grammar & Usage? Are there separate areas here in English Grammar & Usage for U.S. English use and for British English use? The reason I ask is that when I’ve read some answers in English Grammar & Usage, I’ve seen seen examples from the Cambridge dictionary and from the Guardian newspaper (I’m assuming the British edition). I find English grammar can be very complex, so if there is any difference, I need to stick with the American version. Thank you for your help! [I do not have enough “reputation” to post this in Meta. I apologize.]\\n\\n@Andrew Leach - request for edit: Should those who answer questions here on English Language & Usage Stack Exchange SHOW if their answer refers to American English or British English when the question does not have a tag denoting American or British usage? Thank you.\\n\\n1 Answer\\n\\nAre there any differences between U.S. Grammar & Usage and British Grammar & Usage?\\n\\nYes, there are differences. For example, BrE does not always require do-support when asking a question with the main verb \\\"to have\\\" (e.g., \\\"Have you any wool?\\\") whereas AmE does require it (e.g., \\\"Do you have any wool?\\\"). In a comment, Peter Shor offers this question as an example of another difference.\\n\\nAre there separate areas here in English Grammar & Usage for U.S. English use and for British English use?... I need to stick with the American version.\\n\\nNo, there aren't separate areas. However, if you are interested in only one dialect, you can go to the tags page, enter \\\"english\\\" into the search box, and pick one of the tags that appear, which include \\\"american-english\\\".\", \"url\": \"https://english.meta.stackexchange.com/questions/15596/are-there-any-differences-between-u-s-grammar-usage-and-british-grammar-usa\", \"with\": [\"@Andrew Leach - request for edit: Should those who answer questions here on Engl\", \"Are there any differences between U.S. Grammar & Usage and British Grammar & Usa\", \"Are there separate areas here in English Grammar & Usage for U.S. English use an\", \"No, there aren't separate areas. However, if you are interested in only one dial\"], \"without\": [\"Start here for a quick overview of the site\", \"Hot Network Questions\", \"Skip to main content\", \"Stack Exchange Network\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5183", "input": "https://superuser.com/questions/26862/how-do-i-troubleshoot-a-windows-freeze-or-slowness", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5183\", \"ground_truth_path\": \"source/test/ground-truth/5183.json\", \"ground_truth_sha256\": \"97069623100a7f4f612fdc2e35a472e2c6f48418a35b819aa2c4dba9bdd05331\", \"html_path\": \"source/test/html/5183.html.gz\", \"html_sha256\": \"e7b9e94a44be3150aace7851eb586a2d315bb820e16feaf5bf521a9a752673b8\", \"page_type\": \"forum\", \"reference\": \"A machine is described as being \\\"really slow\\\" or \\\"freezing\\\". How can I troubleshoot/resolve this issue? What should be the first steps to take?\\nAssuming you are using a Windows OS...\\n\\nThings to check:\\n\\nPC has 10% at least of free disk space\\n\\nPC has at least 1 GB of RAM for Windows XP and 2 GB for Windows Vista\\n\\nIf there are any hanging programs or drivers.\\n\\nCorrupt system files. If that is so, run sfc /scannow in cmd and let it replace any corrupt system files. It may ask for your Windows CD. Or, if it is seriously damaged then perform a Windows XP repair install or Windows Vista repair install\\n\\nA badly corrupted file system. This is from experience rather than knowledge.\\nRun chkdsk /r in the command prompt.\\n\\nDue to the way Windows handles files, it will in inevitably get slow over time. Your MFT structure gets bigger and bigger over time. The only cure is a fresh install.\\n\\nMalware. Download and run HijackThis, and then post the log here. It'll give us a decent idea of what's running and what could be hogging all your memory/CPU.\\nMost system freezes (where you can't use hot-keys like CTRL+ALT+DEL) are caused by hanging drivers,\\n\\nso you will have to either replace the device or update the driver. Troubleshooting can be done:\\n\\nDownload Windows Performance Analyzer for your Windows version.\\n\\nInstall the software on your system.\\n\\nOpen a command prompt as administrator, and copy paste the next command:\\n\\nxperf -start perf!GeneralProfiles.InBuffer && timeout -1 && xperf -stop perf!GeneralProfiles.InBuffer myTrace.etl\\n\\nPress ENTER once to start the command, now you will have to wait till your system hangs.\\n\\nYou can do whatever you want to. Please no heavy activity like gaming or private things...\\n\\nRight after your system stops hanging you go to the console and press ENTER.\\n\\nAfter waiting some time a log file myTrace.etl will be produced, compress this to a zip file.\\n\\nPut this compressed version of the file somewhere online (perhaps 2shared).\\n\\nShare the link here, I will do an attempt to find and show you the cause of your problem.\\n\\nOR troubleshoot the trace yourself using instructions found here, start with step 6 - 7.\\nFirst off, I check what is automatically started when the machine boots up.\\n\\nAutoruns\\n\\nRegistry: HKEY_LOCAL_MACHINE\\\\SOFTWARE\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run\\n\\nmsconfig\\n\\nRun -> services.msc This will list all the services that are started up when your machine turns on. You can manage all of them here from this MMC snap-in.\\n\\nScheduled Tasks\\n\\nI will then run process explorer and see what is running after it is booted and see what hogs up a lot of memory and CPU.\\n\\nI will then make sure all the drivers are up to date, same with anti-virus, windows update and other critical applications such as web browsers, java, flash, etc.\\n\\nThen I will defrag their hard drive if it needs to be done.\\n\\nSometimes I will clear out their web browser history and cookies and also clean out their temp folders.\\n\\nI will also look through the event viewer to see if there are any errors being reported and check into them if they do.\\n\\nIf all else fails and the system will support it, a RAM upgrade may be in order.\\n(assuming for a moment, we are talking about Windows)\\n\\nIf your computer is suddenly running slow (i.e. you don't just have a slow computer), I would check the Windows Task Manager.\\n\\nType Ctrl-Alt-Delete to bring up the Task Manager.\\n\\nSelect the 'Processes' tab at the top to bring up the list of all processes running on the computer.\\n\\nClick on the 'CPU' column at the top of the process window... twice (to sort processes with max CPU usage first).\\n\\nSee if anything (other than \\\"System Idle Process\\\") is taking more than a few percent CPU consistently.\\n\\nVirus scanners or other background services can sometimes become overzealous in using system resources. Sometimes an application can enter a race condition where it gets \\\"stuck\\\" in some loop of code it just runs continuously. Then, sometimes, you just have some application you forgot about taking up all your CPU time.\\n\\nThe Task Manager should tell you if anything like this is going on.\\nIn this order usually...\\n\\nHardware - Hardware is the fastest and easiest thing to check that is usually the culprit. Memory is cheap these days, seeing people that still have 128 MB and 256 MB installed makes me want to cry. With Moore's law being so apparent in the hardware world, CPUs that are still blazing fast and can be bought very cheap as well.\\n\\nSoftware clutter - the amount of software installed and running upon system startup impacts performance big time. There may also be malicious software slowing you down.\\n\\nUpdated drivers - these can give your machine big performance boosts.\\n\\nA good pass of a defragmentation program, CCleaner, and a virus scannner and malware scanner is beneficial as well.\\nTo see if your machine is going to be slow, check\\n\\nAmount of memory\\n\\nSpeed of CPU\\n\\nDisk space available\\n\\nThere are many third-party tools available that give you information on your computer, but to do this quite easily without those you can use the Windows Task Manager.\\n\\nTo open \\\"Task Manager\\\"\\n\\nIn the task bar, right click the mouse then select \\\"Task Manager\\\"\\n\\nOn the performance tab you will see how 'busy' your CPU is also how much physical memory is available.\\n\\nIf CPU is consistently above 10% and there is less than 500000 K of memory available your machine is probably going to be running slowly.\\n\\nAlso if your hard drive is full, this could lead to poor performance. You should aim to have at least 15% of free space.\\n\\nTo check this, open Windows Explorer, you can do this by\\n\\nAt the same time, press the windows Key followed by the letter e\\n\\nSelect the C: drive with a mouse click. Then right click and select properties - this will tell you how much free/used space you have on your hard drive.\\nNot without knowing what is causing the freezing as it is not actually causing a crash.\\n\\nThis sounds like at first guess that it is a hardware interrupt / bad device driver causing this, as for banging the keyboard - this is most likely just down to luck.\\n\\nTry first looking through your system event log for any errors or warnings that could be driver related.\\n\\nNext either uninstall the driver or if you do not find anything, I would first advise unplugging all extra USB devices as the easiest solution, then if that solves it, plug them in one by one until you find the bad one. If you do not find anything, you may actually need to uninstall drivers.\\n\\nIf you still have errors or want to rule it out earlier, I would advise running a memory test, and going to the command prompt to run a Chkdsk to scan the hard drive for problems.\\n\\nI used to get this all the time on old machines, 99% of the time it was people buying cheap/unknown brand devices with VERY bad drivers - it gives Windows a bad name. If however you still getting problems after following this, please say and I will try to help further.\\nDefragment your hard drive. For Windows XP Disk Defragmenter is located at\\n\\nStart -> Programs -> Accessories -> System tools.\\n\\nFor Windows 7 or Vista see this question.\\nFor another speed boost, disable unnecessary Windows services. There are a few well-trusted databases on what's safe to disable and what's not, for example, The Elder Geek's Services Guide for Windows XP.\\nIn addition to the other suggestions here, I have found that simply emptying the Recycle Bin can make a difference to performance, if I have been filling it with large collections of files.\\nPersonally, I go with the following:\\n\\nOpen Task-manager and sift through all running processes jotting down those that are unncessary and taking special care to check for any suspicious proceses. 99.9% of the time, if you don't recognize a process, just type the name into google and you will get ample information about the nature of the process and wether it's necessary or not.\\n\\nWith the list of procceses in mind, I open up msconfig (type msconfig in the run dialog) and in the start-up tab start unchecking those proccesses that are not neeed in the background. Take care disabling different startup items as sometimes these rely on each other.\\n\\nGo to Control Panel and once again sift through installed software and uninstall those which the user doesn't need.\\n\\nI then go through the Services that are running (type services.msc in the run dialog) and either set them to disable or manual depending on the service.\\n\\nI run a full antivirus and spyware scan on the system and restart.\\n\\nNow, if the computer hasn't speeded up somewhat, I recommend them to simply let me format the system and start over clean. Because of the nature of windows and all the junk that inevitably forms over years of use, this is usually the only viable solution.\\n\\nGood luck!\\nI always check the following...\\n\\nRAM. Modern OSes are RAM-hungry and the more you have the better off they are.\\n\\nHard drive space. Modern OSes are hard drive hungry and the more you have the better off are.\\n\\nBackground processes (e.g. open applications, disk scanning software, virus software, viruses themselves). The more gadgets, widgets, applications, etc., the slower things will be overall. Only\\nkeep open what really needs to be open.\\n\\nTime between reboots. Every OS needs to be rebooted every once in a while.\\nAssuming a machine used to be running fast, and is now running slow (and it isn't Linux based)....\\n\\nRestart the machine\\n\\nCheck for viruses and other malware first.\\n\\nOpen Task Manager (or the equivalent) and see what application is monopolizing the CPU or doing a lot of harddrive writes/reads. I may close/kill the app or I would google it and see what the other complaints/solutions are for it.\\nOther options to consider are:\\n\\nMalwarebytes Anti-Malware\\n\\nRaising the amount of virtual memory used by the system\\n\\nThis how to geek guide shows that disk cleanup doesn't really clean-up everything unless you perform a registry tweak. The guide shows how to fix that.\\n\\nFinally a reinstall of the OS is my final option. Windows likes to keep a lot of crap\\nThat sounds like an unusual circumstance (as many people experience little trouble day-to-day with Windows 7 and your issue sounds quite inconvenient).\\n\\nCould you provide more detail? Is this a \\\"new\\\" new PC or just one that is new to you (i.e. second hand with Windows 7 newly installed)? Do you know the specification of the PC? Does the problem happen regularly in normal use, intermittently with no obvious pattern, or at specific times like shortly after start-up?\\n\\nIn the absence of more information, a first stab at somewhere to look for the cause of the issue is to check that you drives are healthy by querying their SMART status paramaters with a tool like http://gsmartcontrol.berlios.de/ (available for both Linux and Windows - there are numerous other utilities with similar abilities if this doesn't work well on your PC). A failing drive is quite a common cause of unexpected pauses, as for certain faults the drive will cycle retrying until it manages to read/write what it has been asked to read/write and the user interface seem to hang until the OS gets a response from the drive.\\n\\nAlso check the Windows event logs for around the time(s) the issue is apparent. Most hardware drivers will report unexpected conditions there and Windows itself will report certain driver errors there that the drivers themselves fall over before reporting (older Windows variants would just bluescreen in such circumstances, but newer releases will try restart drivers and log the event when an otherwise \\\"fatal\\\" error condition occurs) - so if the problem is caused by an errant driver or faulty hardware those logs may give useful clues.\\nIn case of Windows, install only those software which you need. Don't mess up your PC with all useless stuff. Check for registry errors and fix them using a good software like regcure or registry booster. Don't forget to check whether your antivirus is updated or not. Outdated antivirus often tends to slow down the system. Use CCleaner to remove the crap. Don't exhaust your RAM by using too many programs in background. Turnoff Windows sidebar or desktop enhancement software if you don't need them. Scan all system by updated virus to make sure it is not infected. Also disk defrag etc. small utilities can be helpful for your PC.\\nOne of the causes of the slowdown, especially at startup, can be Windows trying to restore connection with network share.\\nConfigure Registry to prevent it:\\n\\nWindows Registry Editor Version 5.00\\n\\n[HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Control\\\\NetworkProvider]\\n\\\"RestoreConnection\\\"=dword:00000000\\n\\nIf there's a performance problem, disable all the unneeded services and startups, use a lightweight browser (see memory usage), disable Aero theme, etc.\\n\\nIf you suspect malwares have infected your PC, it is advisable to format you're drive (and not trying to clean it).\\n\\nAlso, USB pendrives can prevent the system to boot. Unplug them.\", \"url\": \"https://superuser.com/questions/26862/how-do-i-troubleshoot-a-windows-freeze-or-slowness\", \"with\": [\"PC has at least 1 GB of RAM for Windows XP and 2 GB for Windows Vista\", \"If your computer is suddenly running slow (i.e. you don't just have a slow compu\", \"For another speed boost, disable unnecessary Windows services. There are a few w\", \"Also, USB pendrives can prevent the system to boot. Unplug them.\"], \"without\": [\"Start here for a quick overview of the site\", \"Hot Network Questions\", \"Skip to main content\", \"Stack Exchange Network\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5189", "input": "https://www.higherlogic.com/blog/online-community-forum/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5189\", \"ground_truth_path\": \"source/test/ground-truth/5189.json\", \"ground_truth_sha256\": \"20ae31b748ee1d7064e5ff314516ad339201aa85fcfad9efcbaf5a995b52f57a\", \"html_path\": \"source/test/html/5189.html.gz\", \"html_sha256\": \"cc075e1ce9fe3588641d0830ee76632f75f1272c0dafb6f69f99de93103d4580\", \"page_type\": \"article\", \"reference\": \"To deliver a top-notch customer experience (CX), organizations and businesses across sectors are exploring the best ways to personalize support and inspire organic brand engagement. One proven tactic is to create an online customer community—a customer-centered space complete with accessible resource libraries and interactive forums.\\n\\nIn this guide, we'll zero in on community forums and how they can help your brand better engage, support, and strengthen customer relationships. We'll cover:\\n\\n- What is a Community Forum?\\n- Types of Online Community Forums\\n- Benefits of Branded Online Communities and Forums\\n- Key Features of an Effective Community Forum\\n- How to Build a Community Forum for Your Brand\\n- 15 Examples of Community Forums\\n\\nWhat is a Community Forum?\\n\\nA community forum is a digital discussion board created by an organization or brand where customers can congregate, ask questions, receive peer-to-peer support, discuss interests, and build social connections.\\n\\nTypically, these forums are part of a larger online community that also includes customer support resources, networking opportunities, online courses, and more. The goal of these communities is to serve as a one-stop shop for customers to get their questions answered and engage with like-minded individuals.\\n\\nTypes of Online Community Forums\\n\\nThere are three main types of community forums:\\n\\nInternal Community Forum\\n\\nInternal community forums are meant for use by employees, not customers. For example, your company might use Slack for its internal communications or host another messaging board that only team members can access. Here, employees can start discussion threads or \\\"channels\\\" for specific teams or topics, message individuals, and securely communicate online during the workday.\\n\\nWe won't focus on internal forums in this guide, but it's helpful to differentiate them. Instead, we'll discuss the two types of external community forums below.\\n\\nBranded Community Forum\\n\\nA branded community forum is an external community that's hosted by the organization or brand itself. These forums are usually accessible from your brand's existing website, meaning they're located either:\\n\\n- In a folder, found in the URL slug, such as [your domain].com/community.\\n- In a sub-domain, like community.[your domain].com.\\n\\nEither way, a branded community is a clear extension of your brand's official online presence. Your company is in control of the forum's design, content moderation, and access requirements, and your team can easily see what customers are discussing and monitor community engagement metrics.\\n\\nHosting a branded community forum requires more time and resources than non-branded options, but it's well worth the investment. For instance, investing in a specialized community platform like Higher Logic Vanilla simplifies everything from forum setup and design to reporting. It also adds engaging features to your community forum that you would otherwise miss out on or have to code on your own.\\n\\nSocial Media Forum\\n\\nA social media forum is an external community forum built on a social media platform like Facebook, Reddit, or LinkedIn. It can be initiated and moderated by your organization or by customers themselves as a means for audience members to discuss and engage with your brand.\\n\\nHowever, since a community hosted on a social media platform isn't an extension of your website, you have significantly less control. For example, if your community forum is on Facebook, the community's functions are limited to what Facebook allows. This leads to drawbacks like:\\n\\n- Limited privacy\\n- Limited moderation\\n- Little control over users' experience\\n- Lack of structure\\n- Visibility controlled by algorithms\\n- Shallow analytics\\n- Difficulty migrating your community as it scales\\n\\nBenefits of Branded Online Communities and Forums\\n\\nWhile the core benefit for community members is connection, there are several other underlying purposes that communities and forums can serve—especially if it's branded to and hosted by your business. With one online hub, you can:\\n\\nCost Savings from Support Ticket Deflection\\n\\nOne of the primary reasons organizations launch online communities is to offer self-service customer support that helps them deflect tickets. Empowering customers to find their own answers through peer-to-peer or one-to-many support is a key benefit for two reasons:\\n\\nCustomers expect self-service support resources. Statistics show that around three-quarters of consumers try to solve simple product or service issues on their own. By meeting this expectation, you'll increase customer satisfaction and retention.\\n\\nSupport communities save your team's time and money. When customers can find answers themselves by searching discussion threads or asking others in your community, they don't have to contact your support team as often. Instead of answering the same small questions every day, support specialists can then focus on higher-level issues and more complex tickets that need their expertise.\\n\\nAlong with generating cost savings, community forums can bring user-generated knowledge into your knowledge base and surface real examples. With community software integrations, you can even escalate forum posts to support automatically based on keyword or inactivity triggers.\\n\\nCollaborative Product Innovation\\n\\nA community forum is an excellent place to gather feedback on your products and accelerate product ideation. Often, you can trust that your community will voice its opinion before you even ask, but you can also create focus groups, surface trends instantly, capture feature requests, present new ideas to the community, and use votes to prioritize ideas. This feedback helps you improve product development collaboratively with customers.\\n\\nSpecifically, it's common for organizations to leverage community forums to source and test new ideas for product features. With ideation functions (which are built into top community platforms like Higher Logic), your product team can gather top ideas from the people who know your products and services best.\\n\\nIn some cases, brands will have their community manager introduce an idea to the community to gauge customer responses. In other cases, community members themselves will come up with great ideas and feature requests that other members can comment and vote on. They might do so in the forum itself or via a separate idea section for product development.\\n\\nIncreased Customer Satisfaction and Retention\\n\\nImplementing community forums to enhance the customer experience is a key strategy used by many organizations and brands. Improving CX leads to a decrease in churn and works to attract new customers—statistically speaking, 73% of consumers say CX is a top consideration in their purchasing decisions.\\n\\nA community forum can help your business boost customer satisfaction and retention by:\\n\\n- Creating a broadcast channel for customer success resources and best practices.\\n- Promoting educational resources and certifications to customers.\\n- Increasing training and certification completion rates.\\n- Recognizing and rewarding those who engage with training resources.\\n- Identifying and mitigating early churn risks.\\n- Bringing insights and signals into the business to evaluate success at scale.\\n\\nUltimately, successful online communities and forums increase customer engagement and create more hype around your brand. In turn, satisfied customers buy more, actively participate in community discussions, and stick around for longer.\\n\\nAccelerated Customer Advocacy\\n\\nYour community forum is one of the best tools for finding, engaging, facilitating, and recruiting customer advocates. These customers are passionate, engaged community leaders who genuinely care about your brand and actively advocate for it. These members might:\\n\\n- Answer a large majority of your support questions.\\n- Engage with and help onboard new members.\\n- Provide updates to your organization on community health.\\n- Act as leaders within the community, modeling the types of behaviors that you want others to emulate.\\n\\nWith the right features and cultivation strategies, community forums can serve as customer advocacy platforms that consistently deepen brand loyalty.\\n\\nIncreased Brand Awareness\\n\\nBy answering questions and responding to prompts, members will use your community forum to interact with your brand, fostering further awareness and engagement. For instance, take a look at the example discussion thread below. In it, two community members talk about their experiences and organically discuss helpful product features without any prompting:\\n\\nUltimately, your community forum can help you:\\n\\n- Refine your target audience for product and release marketing.\\n- Identify organizations with interesting or complex use cases that may make good case studies.\\n- Increase your brand's search visibility and discoverability from indexable, authentic user-generated content.\\n- Create a central hub for events and product launches.\\n\\nKey Features of an Effective Community Forum\\n\\nTo truly tap into the benefits and see a high return on investment (ROI), your online community's forum function should have the following features:\\n\\n- Simple, multi-format discussion threads: The core purpose of your forum is to facilitate discussions on brand-related topics, so ensure it's easy for any user to create or join a discussion thread. Support a range of interaction styles, with formats such as discussions, Q&A, ideas, and polls.\\n- Customizable user profiles: User profiles make it easier to facilitate member connections, identify super fans, and recognize top contributors.\\n- Brand alignment: It's your brand's personality that attracts customers in the first place, so make sure your community forum reflects it. Strong platforms allow teams to adjust layouts, visual elements, and styling details to create a cohesive, professional site.\\n- Highlights and notifications: Call out specific discussions, announcements, and support resources on the front page for easy access. Well-designed forums include ways to recognize contributions, highlight important updates, and keep members up-to-date with relevant notifications.\\n- Search, sorting, and filtering: Members should be able to quickly search keywords to find existing threads and answers to their questions. Strong search combined with clear sorting and filtering options helps members find what they need quickly.\\n- Member engagement tools: Features like badges, points, and automated welcome messages will help you build relationships and foster loyalty.\\n- Simplified moderation: Strong platforms give moderators the ability to review issues, take action, and guide behavior without disrupting discussions.\\n- AI-assisted knowledge discovery: Platforms that use AI to surface relevant, high-quality responses within discussions help members get answers faster, reduce repeated questions, and make existing knowledge easier to reuse.\\n\\nIf you're creating a branded community forum (which we recommend), make sure your chosen software solution supports all of these features. Additionally, look for intuitive reporting capabilities and CRM integrations to make the most of your community data.\\n\\nHow to Build a Community Forum for Your Brand\\n\\nNow that you know the ins and outs of community forums and the benefits they bring to the table, you can start building your own. Follow these steps to get started:\\n\\n1. Determine your platform needs.\\n\\nTo host a community forum for your business, you'll need dedicated online community software. Reflect on your organization's needs and priorities before starting your software search, and compile a list of must-have requirements. Use our list of key features above as a baseline, then consider any other unique needs specific to your brand's community forum.\\n\\nFor instance, do you want your forum to focus heavily on feedback solicitation and product development? If so, you may need specialized features like ideation support, survey creation, and a member voting system.\\n\\nThe size of your organization and customer base will play a role in the type of platform that you select for your community, but there are a number of other factors to consider, too. Ultimately, these factors can all be summed up in one question: how much control do you want to have over your community?\\n\\n2. Choose an online community platform.\\n\\nThe more control you have over your community forum, the more likely that your community will be able to thrive and fulfill its purpose. Remember, compared to social media forums, branded community platforms offer:\\n\\n- More control. With social media, there is an inherent lack of control over the design and authenticity of your forum. Community platforms, on the other hand, enable full customization and branding.\\n- More security. Members have much more privacy when they use branded forums. You can trust that your data is secure, backed by SOC 2 Type 2 certifications and GDPR compliance.\\n- More data. You can't access engagement data from social media forums. Branded community platforms, however, enable robust engagement reporting and analytics.\\n- More community management tools. Social media communities only allow for so much customization, and ultimately, they don't give you the tools you need to make your community an extension of your brand personality.\\n\\nWith these benefits in mind, research online community platforms that meet your company's needs and request demos to get a better sense of their functionality. We recommend Higher Logic Vanilla, which facilitates member discussions, self-service, content moderation, customer advocacy, and much more. Higher Logic is powered by community experts and trusted by over 3,000 organizations, with migration support and enterprise-level security you can rely on.\\n\\n3. Brand and customize your community forum.\\n\\nOnce you've chosen a platform, it's time to set up your online community and customize it to meet your organization's needs and branding requirements. Ensure that all visual and textual elements accurately reflect your brand, and thoroughly test any custom features before going live. At this stage, you should also integrate the community platform with any other relevant solutions, such as your CRM.\\n\\n4. Invite and engage your customers.\\n\\nLaunch your new community forum and start publicizing it to your target audience. Send out email blasts and post on your brand's social media to encourage customers to sign up and start posting. To engage new members right away, create several welcome posts and example discussions that they can explore when they join.\\n\\nOnce new members start making their own posts, interact with them and share your appreciation to keep the momentum going.\\n\\n15 Examples of Community Forums\\n\\nCustom-Branded Forums\\n\\nThe best community forums leverage specialized customer engagement platforms to offer completely customized, branded experiences. To get a sense of what standout branded forums look like, explore these examples built on Higher Logic Vanilla:\\n\\n- The Apartment Therapist Community: A forum for Apartment Therapy members and other home design enthusiasts to share inspiration and recommendations.\\n- The Board Community: A full online community for Board customers, complete with forums, training resources, support articles, and an Idea Exchange.\\n- Oracle Communities: 10 different community forums for Oracle customers, including support communities for specific products, partner networks, and learning communities.\\n\\nReddit Forums\\n\\nReddit is one of the most popular social media platforms for user-generated communities. Here are just a few example subreddits that users created to discuss specific brands:\\n\\n- r/Apple: \\\"An unofficial community about Apple and all of its devices and software.\\\"\\n- r/NetflixBestOf: A community forum where Netflix users share streaming recommendations and discuss platform updates.\\n- r/ChatGPT: An unaffiliated forum for ChatGPT users to talk about their usage and the development of generative AI.\\n- r/NintendoSwitch: A \\\"fan-run community\\\" for discussing Nintendo Switch games, updates, news, and rumors.\\n- r/YouTube: A long-running discussion forum for YouTube users and creators.\\n\\nStack Overflow\\n\\nStack Overflow is an open community forum aimed at developers, featuring \\\"Collectives\\\" that members can join to discuss specific brands and topics. Popular examples include:\\n\\n- Microsoft Azure Collective for open-source developers\\n- OpenAI Collective for developers using OpenAI models and APIs\\n- Google Cloud Collective for questions about Google Cloud infrastructure and capabilities\\n\\nQuora Forums\\n\\nQuora is a question-focused community forum where anyone can ask questions and get answers from real people. Some examples of specific Quora \\\"Spaces\\\" are:\\n\\n- DevOps & Cloud\\n- Artificial Intelligence\\n- Ask a Manager\\n- Finance & Investing\\n\\nDrive Customer Engagement with a Branded Community Forum\\n\\nSuccessful online community forums come in all shapes and sizes, but only branded communities offer control over your organization's online presence. If you're ready to start building a standout branded community, demo Higher Logic to find out how we can make the process seamless.\\n\\nFor more community forum best practices, examples, and tips, check out these expert guides:\\n\\n- What Is a Customer Community? Examples & How to Build One\\n- 10 Online Community Engagement Ideas You'll Want to Steal\\n- 15 Standout Online Community Software Solutions for 2026\", \"url\": \"https://www.higherlogic.com/blog/online-community-forum/\", \"with\": [\"Typically, these forums are part of a larger online community that also includ\", \"Key Features of an Effective Community Forum\", \"Identifying and mitigating early churn risks.\", \"r/ChatGPT: An unaffiliated forum for ChatGPT users to talk about their usage\", \"Quora is a question-focused community forum where anyone can ask questions\", \"Successful online community forums come in all shapes and sizes\"], \"without\": [\"Engage more customers by tracking the right community metrics\", \"Launch a professional, full-featured community forum with Higher Logic Vanilla\", \"Looking for more inspiration for your community forum?\", \"With Higher Logic, Bitdefender increased member activity by 121%\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5191", "input": "https://techcommunity.microsoft.com/discussions/communityquestions/getting-to-the-right-page-to-start-a-discussion/4498848", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5191\", \"ground_truth_path\": \"source/test/ground-truth/5191.json\", \"ground_truth_sha256\": \"c53a56f5f2df55a91cd3caf445fa06f35c1fc2c1e80867eba1e8ede5ef7664d3\", \"html_path\": \"source/test/html/5191.html.gz\", \"html_sha256\": \"35435e9af0dc382c6ec17af892ff88571241d5c188acc01a8de15835ec885a99\", \"page_type\": \"forum\", \"reference\": \"Hornblower409\\n\\nIron Contributor Mar 02, 2026 Solved\\n\\nSeeing some confusion about how to get to the right page for a Community where you can start a new discussion. e.g.\\n\\nWhere / How to find \\\"Ask a question\\\" | Microsoft Community Hub\\n\\nOffice outlook 365.. where are emails saved? | Microsoft Community Hub\\n\\nI have to admit that it is not clear to me what the difference between these links is.\\n\\nCommunity Lounge | Microsoft Community Hub\\n\\nTech Community Discussion | Microsoft Community Hub\\n\\nWhy only one has \\\"Start a discussion\\\"?\\n\\nWhy does a Web Search tend to land me on the one that doesn't have \\\"Start a discussion\\\"?\\n\\nWhy the \\\"Discussion Spaces\\\" button on the one with no \\\"Start a discussion\\\" doesn't make \\\"Start a discussion\\\" appear or take me to the URL that does have\\n\\n\\\"Start a discussion\\\"?\\n\\nAllen\\n\\nMar 12, 2026\\n\\nThis is a great question Hornblower409 and one I am happy to answer for you.\\n\\nThe first link: Community Lounge | Microsoft Community Hub\\nThis is the category for the Community Lounge, it contains not only discussions, blogs, Events and KBs. We call this the community hub. Its essentially a page which provides an overview of all that is happening in that space.\\n\\nThe second link: Tech Community Discussion | Microsoft Community Hub\\n\\nThis is the link to the discussion board, or forum if you will. This is where normal community members can post and ask questions about the Community.\\n\\nThat said, we hear you that its not always easy to figure out how or where to post and so we will shortly be introducing a Start a discussion button on the homepage and every category page which will help you choose where to post. Eventually we plan to augment this with AI to both help answer basic questions already answered and to help community members find the best spot to post.\", \"url\": \"https://techcommunity.microsoft.com/discussions/communityquestions/getting-to-the-right-page-to-start-a-discussion/4498848\", \"with\": [\"Where / How to find \\\"Ask a question\\\" | Microsoft Community Hub\", \"Community Lounge | Microsoft Community Hub\", \"The first link: Community Lounge | Microsoft Community Hub\", \"This is the link to the discussion board, or forum if you will. This is where no\"], \"without\": [\"Skip to content\", \"Community Hubs\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5195", "input": "https://penncomp.com/common-it-issues-and-troubleshooting/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5195\", \"ground_truth_path\": \"source/test/ground-truth/5195.json\", \"ground_truth_sha256\": \"fe894af12e469a29f83a295bd15b0ae88400ebfb24ebae0f2283e512e161904b\", \"html_path\": \"source/test/html/5195.html.gz\", \"html_sha256\": \"ca938fd124a31b86deb5cbb2e5afe3a41dcbe2aa8fb0d0283e893998dacd8261\", \"page_type\": \"article\", \"reference\": \"IT issues are an inevitable part of working with technology, whether at home or in the workplace. Issues like slow computers, network disruptions, security vulnerabilities, and software crashes can interrupt productivity and lead to frustration.\\n\\nAs technology becomes increasingly integrated into our daily lives, knowing how to troubleshoot these common IT issues is more important than ever. Quickly addressing these problems can save time, reduce downtime, and prevent more serious complications. Many IT problems can be resolved with basic troubleshooting techniques, while others may require advanced solutions or professional support. Consult with our IT Support Provider in Houston to mitigate the common IT issues.\\n\\nIn this blog, we will explore the most common IT issues users face and provide practical solutions to help ensure that your tech devices and systems operate smoothly.\\n\\n10 Common IT Issues and Their Effective Solutions\\n\\n1. Network Connectivity Issues\\n\\nNetwork connectivity issues, such as slow speeds, intermittent connections, or an inability to access specific websites or services, are frequent challenges that can disrupt work and productivity.\\n\\nTo troubleshoot these issues, reboot your router and modem, which can resolve temporary glitches. Ensure that all cables are securely connected and undamaged, and check if the problem is specific to one device by testing another device on the same network. If the issue persists, contact with our Managed IT Services Houston experts to check for potential outages or maintenance.\\n\\n2. Software Bugs and Glitches\\n\\nSoftware bugs and glitches can pose significant issues for IT departments and businesses that rely on technology. These issues can disrupt operations, lead to system failures, and compromise data security.\\n\\nTo troubleshoot these issues, companies should implement a rigorous testing process before deploying any software updates or new systems. Additionally, having a dedicated team of developers and IT professionals to promptly identify and fix bugs can help minimize disruptions and ensure smooth operations. Regular software updates and patches should also be applied to prevent potential vulnerabilities.\\n\\n3. Hardware Failures\\n\\nHardware failures can result in a range of issues, from system crashes to complete device malfunctions. Common hardware failures include hard drive crashes, memory (RAM) issues, overheating, and faulty power supplies.\\n\\nTo troubleshoot these issues, businesses should implement proactive measures such as regular maintenance, monitoring, and timely upgrades. Investing in high-quality hardware components and ensuring redundancy for critical systems is essential to minimize the impact of potential failures. Furthermore, a comprehensive disaster recovery plan can help mitigate the effects of hardware failures and ensure minimal downtime.\\n\\n4. Data Backup and Recovery Issues\\n\\nData backup and recovery are critical components of any IT infrastructure, and encountering issues in these areas can have significant consequences for businesses. One common problem organizations face is the failure to back up data regularly, which leaves them vulnerable to data loss in the event of a system failure or cyberattack.\\n\\nTo troubleshoot these issues, businesses should implement automated backup solutions that ensure data is consistently and securely backed up. Developing a robust data recovery plan that includes regular testing can help expedite the recovery process and minimize downtime.\\n\\n5. Security Vulnerabilities and Malware\\n\\nSecurity vulnerabilities and malware are critical IT issues that can compromise sensitive data, damage systems, and lead to costly breaches. Malware, including viruses, ransomware, spyware, and worms, can infect devices through email attachments, malicious downloads, or unsecured networks.\\n\\nTo troubleshoot these issues, the first step is to run a full system scan using reliable antivirus or anti-malware software. Keeping this security software up to date is essential for protecting against new threats. Additionally, ensure that all operating systems and software are regularly patched to fix known security vulnerabilities.\\n\\n6. Slow Response and Performance\\n\\nSlow response times and poor performance are common IT challenges that can hinder productivity and cause frustration. Several factors can contribute to sluggish system performance, such as overloaded servers, insufficient memory (RAM), outdated hardware, or software conflicts.\\n\\nTo address these issues, check system resource usage through task managers or performance monitoring tools to identify any programs or processes consuming excessive CPU, memory, or disk space. Closing unnecessary applications and background processes can help free up resources. Additionally, ensure that your system has sufficient available storage space and that disk fragmentation is minimized.\\n\\n7. Lack of Qualified IT Personnel\\n\\nA shortage of qualified IT personnel is a significant challenge that many organizations face, impacting their ability to effectively manage and maintain IT systems. Without the right expertise, companies may struggle to address technical issues promptly, resulting in extended downtimes, inefficient system management, and security vulnerabilities.\\n\\nTo troubleshoot these issues, invest in training and upskilling programs for existing IT staff to enhance their skills and knowledge. Additionally, consider outsourcing IT tasks to reputable external service providers to fill the expertise gap and provide specialized support when needed.\\n\\n8. Outdated Technology\\n\\nOutdated technology can significantly challenge businesses by hindering productivity and increasing the risk of security breaches. When hardware and software systems become obsolete, they may no longer support the latest updates, features, or security patches. This leaves the network vulnerable to cyberattacks and can cause compatibility issues with newer applications.\\n\\nTo troubleshoot these issues, businesses should consider implementing a comprehensive technology upgrade plan. This plan should include a thorough assessment of current systems, identification of areas requiring updating or replacement, a realistic budget, and a timeline for implementation.\\n\\n9. Cloud Storage Concerns\\n\\nCloud storage concerns are common among organizations. Many worry about the security and reliability of storing data in the cloud.\\n\\nTo troubleshoot these issues, businesses should prioritize selecting reputable cloud service providers that offer strong security measures, such as encryption and regular data backups. Additionally, implementing strict access controls and monitoring systems can help prevent unauthorized access to sensitive information. Regularly reviewing and updating data storage policies and procedures will ensure that data is securely managed in the cloud.\\n\\n10. Access Control Issues\\n\\nAccess control issues can pose significant challenges for organizations regarding data security and privacy protection. Effective access control is crucial for preventing unauthorized access to sensitive information. Common access control issues include weak authentication methods, inadequate user permissions management, and a lack of regular access reviews.\\n\\nTo troubleshoot these issues, organizations should implement robust authentication mechanisms, such as multi-factor authentication. They should also regularly review and update user permissions based on roles and responsibilities, and conduct periodic access audits to identify and rectify any unauthorized access points.\\n\\nConclusion\\n\\nIT issues are common but can be managed effectively with the right troubleshooting strategies. Issues such as network malfunctions and security vulnerabilities can be addressed promptly to reduce downtime and increase productivity. Proactive maintenance, regular updates, and reliable IT support are essential for minimizing disruptions. By focusing on data backup, performance optimization, and keeping systems updated, businesses and individuals can ensure smooth and secure operations in an ever-evolving digital landscape.\\n\\nFrequently Asked Questions (FAQs)\\n\\n1. Is it safe to download free tools to fix computer problems?\\n\\nBe careful. Many “free fix” tools online are either useless or risky. Only download software from the official website of the company that makes it. If you’re unsure, don’t install it.\\n\\n2. Why does my computer keep asking for updates? Can I skip them?\\n\\nUpdates fix bugs and close security holes. Skipping them for too long can leave your system exposed to viruses or crashes. It’s fine to delay briefly, but don’t ignore them for weeks or months.\\n\\n3. What’s the fastest way to check if my computer has a virus?\\n\\nIf your computer suddenly slows down, shows strange pop-ups, or opens unknown programs, run a trusted antivirus scan immediately. If you don’t already have protection installed, get instant guidance from our IT consultants before installing random software.\\n\\n4. When does it make sense to have ongoing IT support instead of fixing issues as they come?\\n\\nIf your business relies heavily on computers and even a few minutes of downtime is costly for you, ongoing IT support is smarter. It helps catch problems early instead of reacting after something breaks.\\n\\n5. How can I prevent IT problems from happening again?\\n\\nKeep your system updated, back up your data regularly, avoid suspicious downloads, and don’t ignore warning signs. Basic maintenance goes a long way.\", \"url\": \"https://penncomp.com/common-it-issues-and-troubleshooting/\", \"with\": [\"As technology becomes increasingly integrated into our daily lives, knowing how \", \"To troubleshoot these issues, businesses should implement automated backup solut\", \"To troubleshoot these issues, organizations should implement robust authenticati\", \"5. How can I prevent IT problems from happening again?\"], \"without\": [\"(713) 669-0965\", \"IT Consulting\", \"AI Solutions\", \"Common IT Issues and How to Troubleshoot Them - PennComp\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5197", "input": "https://www.badcaps.net/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5197\", \"ground_truth_path\": \"source/test/ground-truth/5197.json\", \"ground_truth_sha256\": \"ca55507e2a621d6bfaf2838a6639d023475cb27e3b3e6f4cfd916a0f354d48f3\", \"html_path\": \"source/test/html/5197.html.gz\", \"html_sha256\": \"38282eb9190dd71ad7fb12114b1ab0fae79510765f559f5e35ec8e0e15628912\", \"page_type\": \"listing\", \"reference\": \"Badcaps Capacitor & Electronics Repair Forum\\n\\nFrequently Asked Questions (No Posting)\\nAll new members, PLEASE READ HERE FIRST! Posting only allowed by established members.\\n\\nAnnouncements & Related News\\nSite announcements, capacitor-related news, and anything relavant you might think of... Got News? POST IT!!\\n\\nDocument & Software Archive\\n\\nSchematics and Boardviews\\nShare or download schematics and boardview files. Contribute your knowledge or ask questions. Before using please read our Terms of Service.\\n\\nCommon Parts Library - Datasheets\\nShare or download datasheets or application notes for electronic components and other parts. Contribute your knowledge or ask questions. Before using please read our Terms of Service.\\n\\nGeneral Topics\\n\\nGeneral Capacitor Questions & Issues\\nQuestions and answers for identifying whether your device has bad capacitors. Also post general capacitor-related questions and issues here.\\n\\nGeneral Computer & Tech Discussion\\nHave just a general computer question, post it here. This can be anything from an OS issue, hardware issue not related to capacitors, upgrade question, or whatever basic tech-related issue is on your mind.... This is also a good place to share your tech projects!\\n\\nTroubleshooting Hardware & Devices and Electronics Theory\\n\\nGeneral Electronics Technical Discussion\\nIf you have a general question concerning basic electronics theory or component function & usage, here's where it goes.\\n\\nTroubleshooting Desktop Motherboards, Graphics Cards, and PC Peripherals\\nTechnical discussions covering any type of desktop motherboard, video/graphics card, controller card, or whatever other desktop peripheral you need help with. Any and all brands and models welcome. When starting a new thread, please put the make AND model of your device in the thread title. Also be VERY descriptive of your issue, that way you'll get the best answer possible!\\n\\nTroubleshooting & Designing Networks\\nPost your computer network questions, ideas, gripes, and so on in here. This can be any type of network, whether its cabled, wireless, or whatever. When starting a new thread, please put the make AND model of your device in the thread title. Also be VERY descriptive of your issue, that way you'll get the best answer possible!\\n\\nTroubleshooting Laptops, Tablets, and Mobile Devices\\nTechnical discussions covering any type of laptop, notebook, netbook, tablet, or smartphone. Any and all brands and models welcome. When starting a new thread, please put the make AND model of your device in the thread title. Also be VERY descriptive of your issue, that way you'll get the best answer possible!\\n\\nTroubleshooting Computer Displays\\nTechnical discussions covering any type of PC/computer display, whether it be CRT, LCD, or anything else. When starting a new thread, please put the make AND model of your device in the thread title. Also be VERY descriptive of your issue, that way you'll get the best answer possible!\\n\\nTroubleshooting TVs and Video Sources\\nTechnical questions about your defective television, projection screen, LCD/plasma, or any other type of video device. When starting a new thread, please put the make AND model of your device in the thread title. Also be VERY descriptive of your issue, that way you'll get the best answer possible!\\n\\nTroubleshooting Power Supplies and Power Supply Design\\nTechnical discussion for power supplies. This covers PC supplies, and any other related power supply issue. When starting a new thread, please put the make AND model of your device in the thread title. Also be VERY descriptive of your issue, that way you'll get the best answer possible!\\n\\nTroubleshooting Printers, Copiers, Scanners and other Imaging & Printing Devices\\nTechnical questions about your defective laser or ink printer, plotter, copier, scanner, and other imaging & printing devices. This section also includes digital cameras. When starting a new thread, please put the make AND model of your device in the thread title. Also be VERY descriptive of your issue, that way you'll get the best answer possible!\\n\\nTroubleshooting Audio Equipment\\nTechnical discussion on audio equipment troubleshooting and installation. This can be anything from a home/car stereo, guitar amp, and so on. When starting a new thread, please put the make AND model of your device in the thread title. Also be VERY descriptive of your issue, that way you'll get the best answer possible!\\n\\nTroubleshooting Appliances and other Household Electronic Stuff\\nTechnical discussion on household appliances & other household electrics & electronics; including troubleshooting and installation. This can be anything from a washer/dryer, dishwasher, microwave oven, other sordid kitchen electrics and so on. When starting a new thread, please put the make AND model of your device in the thread title. Also be VERY descriptive of your issue, that way you'll get the best answer possible!\\n\\nTroubleshooting Game Consoles & Other Weird Devices\\nThis can be anything from game consoles to arcade games to anything else that doesn't really fit into any of the above categories. When starting a new thread, please put the make AND model of your device in the thread title. Also be VERY descriptive of your issue, that way you'll get the best answer possible!\\n\\nEquipment Usage, Soldering, Techniques, and Reviews\\nTechnical discussions concerning soldering techniques, usage of test equipment, how it works, what's best, and some pointers in using it all.\\n\\nSpecifications\\n\\nLaptop, Tablet, & Notebook Specifications\\nBasic specifications for laptops, tablets, & notebooks. We are constantly adding new content like boardviews, schematics, fixes, and other data here.\\n\\nServer, iMac, & Desktop PC Specifications\\nBasic specifications for server, iMac, & desktop computers. We are constantly adding new content like boardviews, schematics, fixes, and other data here.\", \"url\": \"https://www.badcaps.net/\", \"with\": [\"All new members, PLEASE READ HERE FIRST! Posting only allowed by established members.\", \"Technical discussions covering any type of desktop motherboard, video/graphics card\", \"Technical discussion on household appliances & other household electrics & electronics\", \"Basic specifications for laptops, tablets, & notebooks\", \"Troubleshooting & Designing Networks\", \"Share or download schematics and boardview files\"], \"without\": [\"Forgot password or user name?\", \"Login or Sign Up\", \"File Search\", \"Join - Register\"]}"} {"category": "forum", "family": "main-content-extraction", "id": "5199", "input": "https://redwoodrvowners.com/community/forum-help-faq/possible-broken-link-on-the-common-problems-solutions-page/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5199\", \"ground_truth_path\": \"source/test/ground-truth/5199.json\", \"ground_truth_sha256\": \"927153463806b76e0c9389a08a5c9dfd7ced8b44918d38a258dbd92ff358c0ab\", \"html_path\": \"source/test/html/5199.html.gz\", \"html_sha256\": \"52bb11bd42ca5fbbcd6593b69c40afba2e5b686a1c124d6adb4e6541d5644b4b\", \"page_type\": \"forum\", \"reference\": \"Possible broken link on the Common Problems & Solutions page\\n\\nFirst, I would like to say that I really like the way information is being organized by topic!\\n\\nI clicked Common Solutions and Problems from the sidebar. It took me to a page that has Inside the coach and Outside the Coach. When I tried to access the Outside the Coach I received an error. But it works just fine if you access Outside the Coach from the sidebar. I don't mean to nitpick, just wanted to give someone a heads up.\\n\\nPosted: August 19, 2018 12:33 PM\\n\\nApologies and thanks for the heads up. Unfortunately, I have tried all ways to access the menu and can't replicate the error. When you access the Inside & Outside the Coach sub-menus, I am unable to get rid of the lines of text at the top.\\n\\nSpent many days with lots of trial and error trying to improve the menus, but this is the best I could accomplish. Unfortunately for non-web design or computer pros, this software package is far from intuitive or user friendly.\\n\\nHas anybody else experienced this error?\\n\\nPosted: August 19, 2018 7:29 PM\\n\\nWhat browser were you using at the time you received this error?\\n\\nPosted: August 20, 2018 6:57 AM\\n\\nHas anybody else experienced this error?\\n\\nSame problem using Google Chrome Browser.\\n\\nPosted: August 20, 2018 1:39 PM\\n\\nHi Terry - that interesting, as I also use Chrome, but don't see the error.\\n\\nPosted: August 20, 2018 5:06 PM\\n\\nI am using Firefox and received an error also.\\n\\nChris\\n\\nPosted: August 20, 2018 6:31 PM\\n\\nI am using Firefox 61.0.2 64-bit.\\n\\nPosted: August 20, 2018 9:27 PM\\n\\nPlease don't misunderstand. I really appreciate all the effort that you all have put into this. I know how frustrating things like this can be.\\n\\nPosted: August 20, 2018 9:30 PM\\n\\nHopefully having identified the error and a work around everyone can at least access the files we have uploaded.\\n\\nI'm very apprehensive to go in and work on the menu structure, especially as it works for some and not others. With my very limited experience, one wrong click with the mouse and it could shut down the entire website.\\n\\nAppreciate the understanding and accepting our limitations\\n\\nWe will shortly begin looking at alternative software that is more user friendly, so hopefully we can get a fix in the not too distance future.\\n\\nPosted: August 21, 2018 12:59 AM\\n\\nI use chrome and I am able to access the information without errors\\n\\nPosted: August 21, 2018 9:00 AM\\n\\nDon't overlook going back to Tony Lane's original website/forum. It was easy and well liked. I still use it for finding info.\\n\\nPosted: August 21, 2018 12:14 PM\", \"url\": \"https://redwoodrvowners.com/community/forum-help-faq/possible-broken-link-on-the-common-problems-solutions-page/\", \"with\": [\"I clicked Common Solutions and Problems from the sidebar\", \"Same problem using Google Chrome Browser.\", \"I'm very apprehensive to go in and work on the menu structure\", \"I use chrome and I am able to access the information without errors\"], \"without\": [\"Benefits of Paid Membership\", \"Notifications\", \"(@j_a_wolfe)\", \"Super Globals\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5201", "input": "https://optasy.com/blog/troubleshoot-your-website-8-easy-steps", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5201\", \"ground_truth_path\": \"source/test/ground-truth/5201.json\", \"ground_truth_sha256\": \"c1e5258e4d2239b986c604db40d2c4dc49a9cd257fc2ef164cdc62e325a9ba03\", \"html_path\": \"source/test/html/5201.html.gz\", \"html_sha256\": \"c85f525b84710867bd20db86c48eb27ceadd37722ab6cd916bfe98c381768138\", \"page_type\": \"article\", \"reference\": \"Having a website that runs smoothly is essential for any business. Unfortunately, website issues can arise from time to time and can be difficult to troubleshoot. The good news is that there are some simple steps you can take to identify and resolve common website problems.\\n\\nIn this article, we'll discuss eight easy steps you can take to troubleshoot your website quickly and efficiently. With these tips, you'll be able to get your website back up and running in no time.\\n\\n1. Check Your Server Status.\\n\\nThe first step in troubleshooting your website is to check the status of your server. If your server is down or experiencing issues, it could be the cause of any problems you're having with your website. You can check the status of your server by accessing the control panel for your hosting provider. This will give you an overview of any issues that may be affecting your server and allow you to take the necessary steps to resolve them.\\n\\n2. Review Your Website Logs.\\n\\nAfter checking your server status, your next step is to review your website logs. Logs are a great way to identify any errors or issues that may be occurring on your website. Reviewing the log files lets you pinpoint the exact source of the problem and take steps to resolve it quickly. Logs can also provide valuable insights into how visitors interact with your website, which can help you optimize your website for better performance.\\n\\n3. Test Your Website Performance.\\n\\nThe third step in troubleshooting your website is to test its performance. This can be done by using a tool such as Google PageSpeed Insights or WebPageTest. These tools will analyze your website and provide you with detailed information about its loading speed, page size, and other performance metrics. This will allow you to identify any areas of improvement that could help improve the overall performance of your website.\\n\\n4. Inspect Your Code for Errors.\\n\\nIf you've tested your website performance, your next step is to inspect your code for errors. This can be done by using a tool such as Firebug or Chrome DevTools. These tools will allow you to view your website's HTML, CSS, and JavaScript code and identify any errors that may be causing issues. Once you have identified the errors, you can take steps to fix them and ensure that your website is running smoothly.\\n\\n5. Check for Broken Links.\\n\\nThe fifth step in troubleshooting your website is to check for broken links. Broken links can cause a variety of issues, such as slow loading times and poor user experience. Various tools can help you identify any broken links on your website, such as Screaming Frog or Xenu Link Sleuth. Once you have identified the broken links, you can take steps to fix them and ensure that your website is running smoothly on all platforms, including mobile devices.\\n\\n6. Ensure You Have the Latest Updates Installed.\\n\\nEnsuring that you have the latest updates installed is imperative if you want a highly performant website. Outdated software can cause a variety of issues, such as security vulnerabilities and compatibility problems. It's important to keep your website up-to-date with the latest versions of any software or plugins you may be using. You can check for updates by accessing the control panel for your hosting provider or by using a tool such as WP Updates Notifier.\\n\\n7. Analyze Traffic Patterns to Identify Issues.\\n\\nYou should also analyze traffic patterns to identify any issues that may be causing your website to perform poorly. Analyzing traffic patterns can help you identify any areas of your website that may be causing problems, such as slow loading times or high bounce rates. You can use tools such as Google Analytics or Hotjar to track and analyze user behavior on your website. This will allow you to identify any potential issues and take steps to resolve them.\\n\\n8. Monitor Your Website Regularly.\\n\\nFinally, remember to monitor your website regularly, as it will allow you to identify any potential issues before they become serious problems. You can use tools such as Uptime Robot or Pingdom to monitor your website's uptime and performance. In this way, you can ensure that your website is running smoothly and that any potential issues are identified quickly so that they can be addressed promptly.\\n\\nDrupal 10 for High Website Performance\\n\\nDrupal 10, launched last month, is the latest version of one of the most powerful content management systems that can help you achieve high website performance. Drupal 10 offers a range of features designed to improve the speed and efficiency of your website, such as caching, minification, and optimization.\\n\\nAmong the best features we can find:\\n\\n- Symfony 6 compatibility. Site owners and module developers will benefit from as much Symfony 6 compatibility as possible, and Symfony 4 deprecations in Drupal 9 for Symfony 5 will be resolved.\\n- Supported solutions for rebuilding jQuery UI functionality by using either vanilla JavaScript or frameworks like React. jQuery UI components used by Drupal core will be removed.\\n- Best practices for deprecating modules. Users will be able to use a proper mechanism for naming, versioning, deprecating wrappers, etc. A 'lifecycle' - property can be used in info.yml files for themes and modules.\\n- Better decoupled developer and site builder experiences, especially for menu and URL handling.\\n- Introduction of CKEditor 5 with better authoring experience and more modern editing (replacing CKEditor 4).\\n- PHP 8.1 compatibility for Drupal 9 and Drupal 10.\\n- Theme Starterkit tools for bespoke theme creation.\\n\\nYou can learn more about how Drupal 10 can take your website to the next level in this article.\\n\\nDrupal 10 Migration\\n\\nIf you're considering migrating to Drupal 10, we can help. Optasy's team of highly skilled developers can help you migrate your website to Drupal 10 quickly and efficiently. We can also provide ongoing support and maintenance for your website, ensuring it runs smoothly and optimally. Contact us today to learn more about our Drupal 10 migration services.\\n\\nPhoto credit: Pixabay.\", \"url\": \"https://optasy.com/blog/troubleshoot-your-website-8-easy-steps\", \"with\": [\"Having a website that runs smoothly is essential for any business\", \"The first step in troubleshooting your website is to check the status of your server\", \"Drupal 10, launched last month, is the latest version of one of the most powerful content management systems\", \"Symfony 6 compatibility\"], \"without\": [\"Website Audit Services\", \"Request a quote\", \"Web Design\", \"Drupal Support\"]}"} {"category": "collection", "family": "main-content-extraction", "id": "5202", "input": "https://www.theworlds50best.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5202\", \"ground_truth_path\": \"source/test/ground-truth/5202.json\", \"ground_truth_sha256\": \"e7cc3798571aa1ff4eccc92d66ffea599014c89ba36a03ebded8db4c271439ce\", \"html_path\": \"source/test/html/5202.html.gz\", \"html_sha256\": \"7575e4daf773a77e29a215ed0c29853b519f8ca29307adef10255567575c84c2\", \"page_type\": \"collection\", \"reference\": \"The World's 50 Best Restaurants 2025\\n\\nDiscover the venues voted into the 1-50 list\\n\\nMaido, Lima\\n\\nThe World's Best Restaurant 2025, sponsored by S.Pellegrino & Acqua Panna\\n\\nMindy Woods\\n\\nChampions of Change Award 2025\\n\\nKhufu's, Cairo\\n\\nResy One To Watch Award 2025\\n\\nWing, Hong Kong\\n\\nGin Mare Art of Hospitality Award 2025\\n\\nPichaya 'Pam' Soontornyanakij\\n\\nThe World’s Best Female Chef 2025\\n\\nAlbert Adrià\\n\\nEstrella Damm Chefs' Choice Award 2025\\n\\nCelele, Cartagena\\n\\nSustainable Restaurant Award 2025\\n\\nMassimo Bottura and Lara Gilmore\\n\\nWoodford Reserve Icon Award 2025\\n\\nPotong, Bangkok\\n\\nHighest New Entry Award 2025\\n\\nMaxime Frédéric\\n\\nThe World's Best Pastry Chef 2025, sponsored by Sosa\\n\\nIkoyi, London\\n\\nHighest Climber Award 2025, sponsored by Lee Kum Kee\\n\\nMohamed Benabdallah\\n\\nThe World’s Best Sommelier Award 2025\", \"url\": \"https://www.theworlds50best.com/\", \"with\": [\"Champions of Change\", \"The World's 50 Best Restaurants\", \"Highest Climber Award 2025, sponsored by Lee Kum Kee\", \"Champions of Change Award 2025\"], \"without\": [\"Register for a 50 Best account\", \"Become a partner\", \"Powered by WebPuzzle\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5203", "input": "https://www.theworlds50best.com/stories/News/asias-50-best-restaurants-2026-the-51-100-list.html", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5203\", \"ground_truth_path\": \"source/test/ground-truth/5203.json\", \"ground_truth_sha256\": \"3adfc846182e46ab19b4da175ba4369c2daa2e4539494e6e3143af934ac29ec2\", \"html_path\": \"source/test/html/5203.html.gz\", \"html_sha256\": \"be86db6025452cdb75b2a57385ba44dc7d886b670c1f8db96373b5e6e8c14510\", \"page_type\": \"article\", \"reference\": \"Asia's 50 Best Restaurants 2026: the 51-100 list revealed\\n\\nRachael Hogg - 12/03/2026\\n\\nAhead of the announcement of Asia's 50 Best Restaurants 2026, discover the incredible restaurants ranked from 51 to 100. Spread across 27 cities, the extended list features some of the most esteemed dining spots in the region, from Bengaluru to Wakayama.\\n\\nNo.100 Celera – NEW ENTRY\\nMakati City\\n\\nChef-owners Nicco Santos and Quenee Vilar cook contemporary Asian cuisine that takes influence from across the continent and beyond. 'Celera' means 'appetite' in Malay, so make sure to come hungry for dishes such as BBQ – white Peking duck and chicken meatballs with kiniing (a local cured and smoked pork), Baguio strawberries, lime and shiso leaf. Dark and moody interiors create an intimate ambience, and the service is warm and hospitable.\\n\\nNo.99 Fiotto – NEW ENTRY\\nBusan\\n\\nThis small farm-to-table restaurant, run by husband-and-wife (and chefs and farmers) team Kim Ji-hye and Lee Dong-ho, offers a pasta-focused tasting menu crafted with carefully sourced ingredients: all the vegetables and fruits come from the family farm; there's native Korean rice; and renowned Jeju black pork on the menu as well. Everything from the kombucha-vinegar to cured ham, fresh pastas and syrups are made in-house and enjoyed by diners at a single long table in front of an open kitchen.\\n\\nNo.98 Kwonsooksoo\\nSeoul\\n\\nKwonsooksoo is a modern Korean restaurant with a traditional name: 'sooksoo' is an old word for a professional cook. The dialogue between ancient and modern informs every aspect of chef-owner Kwon Woo Joong's cooking, which is a creative and contemporary take on Korean cuisine that never loses sight of time-honoured techniques. The menu features dishes such as steamed blue crab, truffle bean noodles and Korean beef tteokgalbi (minced and grilled beef ribs).\\n\\nNo.97 L'évo – RE-ENTRY\\nNanto\\n\\nNature blessed L'Evo with its incredible perch, near the Tateyama mountains, and nature graces L'Evo's pantry, too. Crystalline mountain water comes from the rivers of Toga and Momose, which connect to saltwater Toyama Bay, rich in fish and seafood. Mountain ranges yield deer, boar, pheasant and other game, alongside rice, berries and vegetables. Chef-owner Eiji Taniguchi has created a reimagined auberge inspired by the region with a 13-course tasting menu starring ingredients farmed onsite and foraged locally.\\n\\nNo.96 Haoma – RE-ENTRY\\nBangkok\\n\\nIf Instagram designed urban farms, they'd look like this: a creaky house filled with plants, strings of twinkling lights zigzagging between shelves of seedlings, rustic wooden furniture and floor-to-ceiling windows. Indian chef Deepanker Khosla is evangelical about farm-to-table, zero-waste cooking. His multi-course tasting menus pay homage to the classic recipes of his motherland, yet he produces many of the greens, fruit and fish on site using hydroponics and sourcing the rest of the ingredients as locally as possible from organic farms.\\n\\nNo.95 Gaa\\nBangkok\\n\\nInspired by her father's home cooking as a child, Mumbai-born Garima Arora recognised her calling as a chef at a young age. Melding flavours from India and Thailand, Arora builds progressive dishes with ingredients dictated by the seasons. Guests enjoy a tasting menu – which changes every three months – in a 60-year-old traditional Thai house featuring curved ceilings and a string art installation that represents the spiritual connection and bliss shared by those gathered in the space.\\n\\nNo.94 Ministry of Crab\\nColombo\\n\\nSet in a preserved 400-year-old Dutch Hospital in Colombo with a minimalist-but-huge open kitchen, Ministry of Crab is a haven for crustacean fans, celebrating the Sri Lankan crab in everything from the food to the crab-claw plants that serve as the restaurant's only decor. The restaurant was set up by the country's leading chef-restaurateur Dharshan Munidasa together with Sri Lankan cricket legends Mahela Jayawardena and Kumar Sangakkara. As the name suggests, there is crab, crab and more crab on the menu.\\n\\nNo.93 Dewaya – NEW ENTRY\\nNishikawa\\n\\nDewaya opened in 1918 as an inn serving people travelling to the Three Mountains of Dewa. Chef Haruki Sato is the fourth generation to carry on the family business, learning his trade in Tokyo and elsewhere before returning home to Nishikawa in 2013. The restaurant is a real family affair, with Sato's mother as owner-manager, his wife as assistant manager and his brother as assistant chef and farmer. Together they offer guests traditional foods of their hometown and a taste of the mountains.\\n\\nNo.92 Respiración – NEW ENTRY\\nKanazawa\\n\\nFor lifelong friends Keisuke Yagi, Tatsuro Ume and Yusuke Kitagawa, Respiración has been in the making since they were children. As adults, they travelled to Spain to work in top kitchens, before returning to their hometown to open a restaurant together. The food is modern Spanish featuring Ishikawa ingredients served in a machiya, a traditional Japanese wooden structure. Now the trio have formed company Hife, with one in charge of the restaurant, one in charge of the bar, and the third is the chef at Piso, which sells speciality goods.\\n\\nNo.91 Côte by Mauro Colagreco\\nBangkok\\n\\nCôte sees chef Mauro Colagreco's renowned food philosophy, made famous at Mirazur, a former No.1 on The World's 50 Best Restaurants list, transported from the French Riviera to the banks of Bangkok's River of Kings. You'll find it in the Capella hotel, where Colagreco's flagship style – clean, contemporary reimaginings of classic Riviera dishes, driven by a respect for ingredients and sustainability – is showcased expertly by executive chef Davide Garavaglia in a range of multi-course menus, including Carte Blanche, which sees a surprise meal play out over nine dishes.\\n\\nNo.90 Amber – RE-ENTRY\\nHong Kong\\n\\nUnder the guidance of chef Richard Ekkebus, Amber weaves together the richness of French technique with the vibrancy of Hong Kong and the wider region. After more than two decades in his adopted home, Chef Ekkebus' perspective has evolved with a deep sensitivity to local flavours and textures. The menu uses no dairy, gluten, refined sugar or salt in impressive dishes such as line-caught Suzuki, ping yuen chicken fat, yellow wine velouté, chicken jus, cauliflower and Buddha's Hand.\\n\\nNo.89 Gēn – RE-ENTRY\\nPenang\\n\\nGēn (meaning 'roots') is helmed by talented Johor-born chef Johnson Wong. His seasonal tasting menus showcase nostalgic Malaysian flavours and innovative cooking techniques. Courses arrive at a relaxed pace, allowing time to linger over the likes of corn-fed chicken, chicken liver and chamomile; or flower crab, white corn and beechey bamboo, which are often plated whimsically. The entire experience is a love letter to Malaysia.\\n\\nNo.88 Andō\\nHong Kong\\n\\nDespite not speaking the language, Argentinian chef Agustin Balbi chose to hone his culinary skills in Japan. Balbi moved to Hong Kong in 2016 to open Japanese restaurant Haku, but realised he didn't want to be defined by a single cuisine. That led to Ando, where the chef-owner could create his own culinary language reflective of his own professional journey. The restaurant beautifully fuses elements of Spain, Italy, Argentina and Japan on the plate and in the sleek, minimalist interiors.\\n\\nNo.87 Jungsik\\nSeoul\\n\\nPolished black surfaces, a geometric light feature and several indoor trees provide a sleek setting for this boundary-pushing restaurant. Jung-sik Yim – who also has a renowned namesake restaurant in New York – riffs off traditional dishes using techniques such as spherification, foams and fermenting. The signature tasting menu begins with banchan – small side dishes served with rice – before diving into the likes of caviar, abalone, gimbap, ok dom (tilefish), and hanwoo beef, before finishing with fun and whimsical desserts.\\n\\nNo.86 Anan Saigon – RE-ENTRY\\nHo Chi Minh City\\n\\nIts name translating as 'eat, eat', Anăn Saigon is located in Chợ Cũ, Ho Chi Minh's oldest wet market. Dynamic, street food-inspired dishes come courtesy of Vietnamese-American banker-turned-chef Peter Cuong Franklin, whose resume includes stints at Caprice in Hong Kong, and Nahm in Bangkok. The tasting menus are a great way to get a sense of the chef's culinary mastery via flavour-packed small plates, then retire to the rooftop bar to round things off with a dessert, cocktail and bird's eye city views.\\n\\nNo.85 Jin Sha – RE-ENTRY\\nHangzhou\\n\\nFor five-star dining that does justice to the luxurious Four Seasons Hotel Hangzhou, in whose grounds it's housed, Jin Sha awaits. Seasonal, local ingredients fuel chef Wang Yong's impressive menu – with everything from barbecue to live seafood, and even a whole abalone section. The dining room features dark wooden beams and panelling against richly patterned red carpets. And if the weather is good, make sure to lunch (the only service where the dim sum menu is available) outside on the terrace.\\n\\nNo.84 Xin Rong Ji (Xinyuan South Road)\\nBeijing\\n\\nThis is the flagship of the Xin Rong Ji chain, which now has more than 30 branches. This iteration opened as part of Beijing's Bulgari Hotel in 2019 (although it's located in the Genesis Beijing East Building opposite, rather than in the hotel itself), with a modern dining room that feels elegant yet relaxed. It's the only Xin Rong Ji to serve a sensational rendition of Peking duck, but the menu also includes the likes of soy-braised sea cucumber and stewed lamb soup, all made with authentic Chinese ingredients.\\n\\nNo.83 Farmlore\\nBengaluru\\n\\nThere are a lot of farm-to-table restaurants in the world, but Farmlore stands apart with its truly immersive experience on an actual working farm. The brainchild of chef Johnson Ebenezer and entrepreneur Kaushik Raju is driven by seasonality, sustainability and local produce. The farm-to-table restaurant only seats 18 people and features large floor-to-ceiling glass windows offering views of lush greenery: banana and bay trees, and swathes of lemongrass, which was planted to ward off mosquitos. Fresh produce includes jackfruit, mulberry and coconut, as well as five varieties of mango.\\n\\nNo.82 Kataori – NEW ENTRY\\nKanazawa\\n\\nKataori in the Ishikawa Prefecture's picturesque ancient capital of Kanawaza is made up of a tiny counter with just a handful of seats, offering a ringside view of chef Takuya Kataori at work. Kataori's style and ethos is informed by his previous experience at the late, great Tsuruko restaurant, as well as his hometown, the port of Himi. Each day he travels back there to get the very freshest fish and seafood he can lay his hands on, which forms the core of his 11-course menu.\\n\\nNo.81 Villa Aida – RE-ENTRY\\nWakayama\\n\\nThis is a little slice of Campania in the hills of Wakayama. Aged just 21, chef-owner Kanji Kobayashi travelled alone to Italy on a one-way ticket to learn the art of Italian cuisine. He stayed four years, before returning to his parents' farm to set up Villa Aida. Expect Italian-inspired cuisine with a twist – all dishes are made with ingredients from the local area, many of them grown by Kobayashi himself. He boasts that more than 100 varieties of vegetable can be found in nearby fields, and has announced the restaurant will serve a completely vegetable-based menu from July 2026.\\n\\nNo.80 Jade Dragon – RE-ENTRY\\nMacau\\n\\nHelmed by executive chef Kelvin Au Yeung, a Hong Kong native with more than 20 years of experience in top Chinese kitchens, Jade Dragon is found at City of Dreams in Macau. This lavish restaurant delivers on its name, with jade found everywhere from the decor to chopsticks and accessories worn by the front-of-house team. Dishes have roots in Cantonese traditions, but are created with globally sourced ingredients and modern techniques.\\n\\nNo.79 Ensue\\nShenzhen\\n\\nAmerican chef Christopher Kostow opened Ensue in 2019. The kitchen is run by chef Jeff Wu, who blends Cantonese flavours with Western techniques. Ensue features an incredible backdrop: perched on the 40th floor, it's high enough to overlook the city of Shenzen while also glimpsing the magnificent mountain landscape beyond. The food is focused on organic products, natural simplicity and finding the best season to present them. This philosophy is combined with the ingredients, traditions and techniques of China in dishes like fish maw, bitter melon and onion.\\n\\nNo.78 Peach Blossoms – RE-ENTRY\\nSingapore\\n\\nOn Level five of the Parkroyal Collection Marina Bay hotel, the dining room of Peach Blossoms is a serene, nature-inspired sanctuary offering spectacular views out across the bay and of the Singapore skyline. A seven-course set menu is available at lunch alongside the lunch and dinner a la carte offerings, all of them overseen by executive chef Edward Chong. A seasoned pro with two decades of experience, Chong is known for a cooking style that is authentically Chinese yet modern in spirit, with his elegantly plated dishes designed to awaken the senses.\\n\\nNo.77 Meta\\nSingapore\\n\\nWhile there is no shortage of fine-dining options in Singapore, Meta seamlessly blends Eastern and Western cuisines, executed with a rare level of finesse. Chef Sun Kim spent most of his life in South Korea before stints in Sydney and elsewhere in Singapore. Meta opened its doors in December 2015 and Kim has been at its helm ever since. Meta is short for 'metamorphosis' and represents Kim's continually moving edible ethos, with the menu changing roughly every three months in line with the seasons.\\n\\nNo.76 Cenci\\nKyoto\\n\\nCombining Japanese precision with Italian techniques and flavours, chef-patron Ken Sakamoto surprises and delights diners with his ever-changing tasting menu filled with hyper-seasonal and local produce which ensures no guest has the same experience twice. The restaurant, which opened in 2014, has strong ties to the city of Kyoto and its heritage. Located in a century-old Japanese house near the Heian Shrine, the dining room is accessed through a red-brick tunnel built by Sakamoto and his team.\\n\\nNo.75 Inja\\nNew Delhi\\n\\nInja blends the rich traditions of India and Japan in its whole concept, from the food to the restaurant interior, where minimalist design sits alongside vibrant pieces. The unique concept marries the delicate, technique-driven approach of Japanese cooking with the rich, complex flavours of Indian cuisine. The result is an experience that is both refined and approachable, with standout dishes from chef Adwait Anantwar including the shiso leaf tuna and pomelo chaat, and lobster rasam chawanmushi, alongside a tasting menu.\\n\\nNo.74 Soigné\\nSeoul\\n\\nChef Jun Lee has had a fascinating career – he trained at the Culinary Institute of America, worked at Thomas Keller's Per Se, held positions in Toronto and New York, then returned to Seoul to launch a series of pop-ups, eventually opening Soigné in 2013 on the backs of their success. In the intervening decade, Lee has implemented all he has learned to channel into this acclaimed destination, quite unlike anything else in the city.\\n\\nNo.73 The Table\\nMumbai\\n\\nWith inspiration from all over Asia, the Americas and Europe, The Table offers an eclectic and extensive selection of global food. The restaurant presents a menu of small and large sharing plates, such as sweet and sour fried brussels sprouts, yellowfin tuna tataki, pork belly buns and shrimp dumplings with a spicy ginger broth. Low lighting, cosy seating and excellent cocktails make it ideal for a special occasion, but it's equally suitable for a casual lunch or brunch.\\n\\nNo.72 Sushi Saito\\nTokyo\\n\\nSushi can be rice and fish. At Sushi Saito, it's a transcendental experience. Tucked away in Tokyo's Roppongi Hills neighbourhood, this intimate eight-seat counter made of finest Hinoki wood is the domain of Takashi Saito, a living legend among the sushi masters of Japan. Fresh, vibrant, redefining umami – dining here is an experience that lingers long after the final bite. Guests depart with a profound appreciation for the craft of edomae sushi at its most refined.\\n\\nNo.71 Toyo Eatery\\nManila\\n\\nRun by husband-and-wife team Jordy and May Navarra, Toyo Eatery prioritises Filipino produce and people, fostering long-term relationships with local farmers and artisans. 'Toyo', the Filipino word for 'soy sauce', presents local ingredients in modern ways, playing with fermentation and preservation techniques to create a bold palate of flavours. The restaurant serves both a Kamayan and tasting menu. With the unique Kamayan menu, guests are encouraged to ditch the cutlery and use their hands to enjoy a feast set out on banana leaves.\\n\\nNo.70 Vea\\nHong Kong\\n\\n'Boundaryless Chinese' is how chef Vicky Cheng describes his cuisine. Chinese dishes – ingredients from Hong Kong, Taiwan and Mainland China – are wielded using French techniques, which Chef Cheng honed while working at Restaurant Daniel in New York. The marble counter fronting the open kitchen is the best place to enjoy the tasting menus, which always include the popular Chinese delicacy, roasted sea cucumber, prepared in various ways. The excellent service sets Vea apart, where the thorough dining service is underpinned by the ethos, One Team One Dream.\\n\\nNo.69 Co- – NEW ENTRY\\nChengdu\\n\\nRestaurant founder and head chef Yang and Mei Yi, from the coastal regions of Fujian and the local Sichuan-Chongqing area, have skilfully blended French culinary techniques, memories of the coast and locally sourced Sichuan-Chongqing ingredients. They consistently adhere to the principles of seasonality and sustainability, showing deep care for both the growing environment and the human communities involved. They established an eco-farm 20 kilometres from the restaurant, adopting a more direct and hands-on approach to unlock the true potential of ingredients, which are served to just five tables a night.\\n\\nNo.68 Ta Vie\\nHong Kong\\n\\nLocated in the boutique Pottinger Hotel, Ta Vie translates to 'your life' in French and 'journey' in Japanese. In line with this, the tasting menu juxtaposes East and West. Pure, simple and seasonal sums up the character of the cuisine – accentuating the purity of the seasonal produce through simple yet precise cooking, seasoning and presentation. Japanese chef Hideaki Sato worked at the renowned Nihonryori RyuGin in Tokyo and moved to Hong Kong to open Tenku RyuGin (now closed), before launching Ta Vie in 2015. His wife, Hiromi, runs the front of house.\\n\\nNo.67 Samrub Samrub Thai\\nBangkok\\n\\nSamrub Samrub Thai continues to be one of Bangkok's most prominent restaurants that also serves as an educational platform, highlighting nearly forgotten ingredients through ancient Thai recipes. Chef Prin Polsuk, a veteran of Mandarin Oriental's Sala Rim Naam and Nahm by David Thompson, is an international name, but locally he is considered the unofficial ambassador of Thai cuisine.\\n\\nNo.66 Papa's – NEW ENTRY\\nMumbai\\n\\nDining at Papa's is like going to an intimate dinner party at chef Hussain Shahzad's home. The restaurant embodies the spirit of 'fine, without the fuss', turning fine dining on its head with an experience that is personal, playful and rule breaking. Chef Shahzad puts a new-age stamp on Indian cuisine and traditions, reimagining familiar flavours that he grew up with on the tasting menu which includes dishes like mawa khaja, reimagined as a delicate cronut filled with burnt honey custard and brunost, finished with caviar or a seasonal fruit jam.\\n\\nNo.65 Fumée – NEW ENTRY\\nShenzhen\\n\\nNamed after the French word for 'smoke', this global feeling, yet unmistakably Chinese restaurant, was founded in 2022 by restaurateur David Pan. The kitchen is led by chef Reina Chen, a former opera singer who spent time at Mugaritz in San Sebastian, and who firmly believes in the power of storytelling through food. Throughout her 11-course tasting menu, Reina utilises seafood for its umami qualities while incorporating local fruits, spices and plants for freshness.\\n\\nNo.64 Silks House – NEW ENTRY\\nTaipei\\n\\nChef Max Wo, an alumnus of Hong Kong's renowned fine-dining restaurant Lei Garden, stepped into the head chef role at Silks House in Taipei in 2019. With his pure, traditional cooking style, diners flock to the restaurant's lavish dining room to try Cantonese dishes including wok-fried beef with green vegetables and pine nuts, and clay pot braised mushroom and abalone. There's a series of set menus, along with an extensive a la carte offering.\\n\\nNo.63 Sushi Shunji – NEW ENTRY\\nTokyo\\n\\nAfter being mentored by the legendary Takashi Saito and having served as second chef at Sushi Saito for two years, in 2020, Shunji Hashiba opened his own Edomae-style place next door with the blessing of Chef Saito, before relocating to Motoazabu in 2023. Each evening, just 10 guests sit around the wooden counter in front of the open kitchen to enjoy an omakase menu crafted with precision, delicacy and care, using ingredients sourced from all over Japan.\\n\\nNo.62 Dewakan\\nKuala Lumpur\\n\\nA portmanteau of the Malay words for 'god' and 'food', Dewakan's mission is to honour the bounty and blessing given to the land. Chef Darren Teoh uses his dishes to express a deep connection to the Indigenous people of Malaysia, while applying a modern twist. The restaurant is located on the 48th floor of Naza Tower, offering a spectacular view over the heart of Kuala Lumpur. Floor-to-ceiling windows allow the light to stream in, adding to the bright and luxurious atmosphere of the dining room.\\n\\nNo.61 Mume\\nTaipei\\n\\nOpened in 2014 by chef trio Richie Lin, Long Xiong and Kai Ward, Mume has been run solely by Lin for the last few years. Born in Hong Kong, the chef moved to Sydney to work alongside Peter Gilmore at Quay, then to Noma in Copenhagen. before deciding to move to Taiwan permanently. At Mume, he combines his international outlook, predilection for minimalist, Nordic-inspired plating and passion for Taiwanese produce all into one. The chef's philosophy is all about exploring underrated local ingredients and applying modern European techniques to create stunning, colourful dishes.\\n\\nNo.60 Goh\\nFukuoka\\n\\nDespite the innately Japanese execution and presentation, traces of chef Takeshi 'Goh' Fukuyama's predecessor restaurant – La Maison de la Nature Goh – remain, with French motifs permeating its menu, as seen in a dish of rice crab bouillabaisse. Courses pivot depending on the produce of the day and the seasons, but one thing never changes: Fukuyama's masterful blend of international cuisines.\\n\\nNo.59 Burnt Ends\\nSingapore\\n\\nChef Dave Pynt remains at the helm, but works closely with executive chef Patrick Leano to ensure that new dishes appear on the menu with the distinctive Burnt Ends DNA. Nearly every dish is kissed by the flame, whether directly from the grill or from an oven pit with burning logs. With Chef Leano's Filipino heritage, you'll see some Asian sauces and flavours make their way onto the menu.\\n\\nNo.58 Thevar\\nSingapore\\n\\nDim lighting, green leather and counter seating may give Thevar the informality of a sports bar, but the quality of the food is worlds above. Chef Mano Thevar draws inspiration from his Penang childhood and his Indian heritage, alongside his formative years spent training under French chef Guy Savoy, to create flavourful, modern dishes that are light yet punchy. The tasting menu features the likes of Irish oysters topped with rasam vinaigrette and sambal oil, which is an homage to his grandmother's rasam soup.\\n\\nNo.57 Alla Prima\\nSeoul\\n\\nStylish and compact, Alla Prima only hosts 28 diners, with a number of house rules to follow, from no videos and no strong perfumes to no flip flops and no small children. As long as you stick to these parameters, you're in for a great time – there's a reason so many Seoul-dwellers choose to celebrate their birthdays here. The menu (and its price) changes constantly based on seasonality and the quality of produce available, ranging from six to 11 courses which demonstrate some delightful touches of whimsy from chef Jin-hyuk Kim.\\n\\nNo.56 Born and Bred\\nSeoul\\n\\nYou've heard of wagyu, but how about hanwoo? To put it into perspective, wagyu is to Japan what hanwoo is to South Korea. On the menu at Born and Bred is a staggering succession of dishes – typically between 15 and 18 – that highlight the myriad ways hanwoo beef can be prepared, from cuts grilled over charcoal to beef pho, a katsu sando and even a Philly cheesesteak. Born and Bred is located in a four-storey building that encompasses a butcher shop and casual café (first floor), an a la carte dining hall (second floor), and four private dining rooms (third floor). But the real show goes down in the basement-level speakeasy.\\n\\nNo.55 Solbam\\nSeoul\\n\\nNamed after the hometown of chef-patron Tae-jun Eom, who returned to Seoul after training at the Culinary Institute of America in NYC, Solbam offers contemporary Korean fine dining that champions local, seasonal ingredients. Marrying classic cooking techniques with a thoughtful, modern approach, the tasting menu is preceded by the participatory DIY amuse bouche, with diners offered a selection of ingredients to mix themselves. Taking its design inspiration from an art gallery, the pared-back, white-toned dining room allows guests to concentrate on the food and the comforting power of nature.\\n\\nNo.54 San – NEW ENTRY\\nONE TO WATCH AWARD\\nSeoul\\n\\nSan, a sleek subterranean restaurant in Seoul's upscale Gangnam District, opened in mid-2024. Leading the project is chef-owner Jo Seung-hyun, who, after running the kitchen at Benu in San Francisco for eight years, returned to his native Korea to pursue his first solo restaurant. The impact of Chef Jo's classical French training and modern European influences are clear in the 13-course tasting menu: seasonal Korean ingredients are given new life through the team's imagination and skill.\\n\\nNo.53 Baan Tepa\\nBangkok\\n\\nChef-owner Chudaree 'Tam' Debhakam has created a restaurant and garden experience in Bangkok that champions local produce and Thai biodiversity in the most creative way. Opened in 2020, Baan Tepa is home to an open-kitchen dining room, chef's table and organic culinary garden where guests can learn about local herbs and spices before sitting down to eat. Local ingredients, creativity and sustainability are the three main pillars of the restaurant and Chef Tam seeks to showcase this in every dish.\\n\\nNo.52 Chef 1996 – NEW ENTRY\\nBeijing\\n\\nThis private-rooms-only restaurant set in a bamboo-lined alley is worth seeking out. In the vibrant Chao Yang Qu district of Beijing, Chef Dee named the restaurant after the pivotal year her journey towards creating a personal haven for Sichuan cuisine began. The menu evokes warm memories of traditional flavours and family kitchens, which are reinterpreted through a modern, refined lens. Don't miss the signature crispy tea-smoked duck with house-made Shiranui marmalade and glutinous rice.\\n\\nNo.51 Den\\nTokyo\\n\\nChef Zaiyu Hasegawa's iconic restaurant is unlike any other in Japan. Creative, contemporary, accessible and welcoming whatever the season – these are the qualities of Den. Drawing on his training in kaiseki (Japan's elegant multi-course cuisine), Hasegawa's menus incorporate a diverse range of influences from Japanese home cooking to fast food favourites, plus nuances gleaned from his frequent overseas travels and collaborations. Be prepared for unexpected idiosyncrasies.\\n\\nThe list of Asia's 50 Best Restaurants 2026, sponsored by S.Pellegrino & Acqua Panna, will be revealed live from Hong Kong on Wednesday 25 March.\", \"url\": \"https://www.theworlds50best.com/stories/News/asias-50-best-restaurants-2026-the-51-100-list.html\", \"with\": [\"Ahead of the announcement of Asia's 50 Best Restaurants 2026, discover the incre\", \"For five-star dining that does justice to the luxurious Four Seasons Hotel Hangz\", \"Samrub Samrub Thai continues to be one of Bangkok's most prominent restaurants t\", \"Chef Zaiyu Hasegawa's iconic restaurant is unlike any other in Japan. Creative, \"], \"without\": [\"Register for a 50 Best account\", \"Powered by WebPuzzle\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5205", "input": "https://thewhetpalette.com/2026/02/09/the-worlds-50-best-restaurants-awards-heads-to-abu-dhabi-for-the-first-time/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5205\", \"ground_truth_path\": \"source/test/ground-truth/5205.json\", \"ground_truth_sha256\": \"7912ce5e2fb6f92583c0d2678d6ce895aae4569060cab0eee95e66e75161db7f\", \"html_path\": \"source/test/html/5205.html.gz\", \"html_sha256\": \"9500147660b1cbab9062888cfea649017fb7acb73e6bf4f40924f3b626b56f91\", \"page_type\": \"article\", \"reference\": \"The World’s 50 Best Restaurants 2026 awards, sponsored by S.Pellegrino and Acqua Panna, will take place in November 2026, marking a new chapter for one of the most influential platforms in global gastronomy.\\n\\nSet against Abu Dhabi ’s rapidly evolving dining scene, the week-long program will culminate in the highly anticipated awards ceremony, revealing the 2026 ranking. Supported by host partner, the Department of Culture and Tourism – Abu Dhabi, the event will invite chefs, restaurateurs, and media from around the world to experience the UAE capital’s growing culinary ambition, from boundary-pushing fine dining to deeply rooted regional traditions.\\n\\nThe announcement follows the 2025 awards held in Turin, where I was on the ground last summer covering the ceremony and its surrounding events. That experience offered a firsthand look at how host cities shape the tone, energy, and cultural dialogue of the 50 Best program, a perspective explored in depth in my Turin recap. Abu Dhabi is now stepping into that global spotlight, with the opportunity to tell its own culinary story on an international stage.\\n\\nCraig Hawtin-Butcher, Managing Director of 50 Best, said the organization is “thrilled” to bring the awards to Abu Dhabi, citing the city’s dynamic dining scene and its balance of long-standing traditions with world-class international cuisine. “ We cannot wait to gather the international culinary community in a city that both embraces and values its food culture, ” he noted.\\n\\nAs in previous years, the program will feature cornerstone events including #50BestTalks, the thought-leadership forum addressing key issues shaping hospitality today; 50 Best Signature Sessions, collaborative public dining experiences pairing internationally ranked chefs with local talent; a Chefs’ Feast spotlighting regional ingredients and techniques; and the awards ceremony itself.\\n\\nThe November 2026 ceremony will be preceded by a series of special award announcements recognizing individual and institutional achievements across the industry.\\n\\nAt the 2025 ceremony in Turin, Maido in Lima, Peru, was named The World’s Best Restaurant. As a result, Maido joins The Best of the Best list and will no longer be eligible for future rankings, opening the door for a new No. 1 to emerge in 2026.\\n\\nWith Abu Dhabi now confirmed as host, the countdown to November 2026 begins, and with it, another opportunity to observe how place, culture, and cuisine intersect on one of the world’s most influential culinary stages.\", \"url\": \"https://thewhetpalette.com/2026/02/09/the-worlds-50-best-restaurants-awards-heads-to-abu-dhabi-for-the-first-time/\", \"with\": [\"Set against Abu Dhabi ’s rapidly evolving dining scene, the week-long program wi\", \"Craig Hawtin-Butcher, Managing Director of 50 Best, said the organization is “th\", \"At the 2025 ceremony in Turin, Maido in Lima, Peru, was named The World’s Best\"], \"without\": [\"Post navigation\", \"Subscribe to Blog via Email\", \"Enter your email address\", \"Consulting\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5208", "input": "https://www.topuniversities.com/university-subject-rankings/engineering-technology", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5208\", \"ground_truth_path\": \"source/test/ground-truth/5208.json\", \"ground_truth_sha256\": \"bf3a225f975f73c2a68acde73e3b7da3f04a7dafa049a32a251f2870bd8a1c5d\", \"html_path\": \"source/test/html/5208.html.gz\", \"html_sha256\": \"5d3d8de3a74f8296b537f27789c2698dc3bd29d2f908ce98f260e2a12646bc1f\", \"page_type\": \"listing\", \"reference\": \"Discover which universities around the world are the best for your chosen subject with the QS World University Rankings by Subject.\\n\\nEight individual subjects are included within the broad subject area of engineering and technology, including computer science and a range of engineering disciplines.\\n\\nThe below table compares universities across this entire broad subject area. Of the top 10, Tsinghua University is the most improved this year, having climbed four places to seventh.\", \"url\": \"https://www.topuniversities.com/university-subject-rankings/engineering-technology\", \"with\": [\"Eight individual subjects are included within the broad subject area of engineer\", \"Discover which universities around the world are the best for your chosen subjec\", \"Tsinghua University is the most improved this year, having climbed four places to\"], \"without\": [\"Rankings Overview\", \"QS Sustainability Rankings\", \"Sign me up\", \"Use our tool to find your perfect course\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5209", "input": "https://coe.gatech.edu/news/2025/09/undergrad-engineering-program-returns-no-3-us-news-2026-rankings", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5209\", \"ground_truth_path\": \"source/test/ground-truth/5209.json\", \"ground_truth_sha256\": \"31add85e0fc4b6a11a8eb95c65ad66a499a1ce4afec87cc641b23b9d59109d48\", \"html_path\": \"source/test/html/5209.html.gz\", \"html_sha256\": \"9e55aa5276174ec957caeb871746724f6622224e180d7fa3bea118cbd588597e\", \"page_type\": \"article\", \"reference\": \"The new list puts the College in a tie for the nation’s top public program. Industrial, biomedical, and environmental engineering are each No. 1 in their disciplines.\\n\\nThe Georgia Tech College of Engineering reclaimed the No. 3 position among the nation’s undergraduate engineering programs in the latest rankings from U.S. News & World Report.\\n\\nThe College moved up one spot on the 2026 Best Colleges list released Sept. 23. The ranking puts the program at No. 1 among public universities (tied with the University of California, Berkeley).\\n\\nThe new list marks the second time in three years the College’s overall programs have ranked third, its best-ever position on the annual list.\\n\\nIt’s also the first time three specific engineering disciplines ranked first in a single year:\\nBiomedical engineering returned to No. 1.\\nEnvironmental engineering moved to No. 1 for the first time.\\nThe H. Milton Stewart School of Industrial and Systems Engineering extended a run as the nation’s No. 1 undergraduate program for the 25th straight year.\\n\\n3rd\\n\\nOVERALL ENGINEERING\\n\\n1st among public universities\\n\\nMeanwhile, every discipline ranked sixth or better, with most in the top three.\\n\\nAerospace engineering remained No. 2, along with chemical engineering and civil engineering. Electrical engineering and materials science and engineering both ranked third in the nation.\\n\\nU.S. News uses surveys of deans and senior faculty members at other universities to rank engineering programs and individual disciplines. The publication’s rankings are just one indicator of the quality of an institution, though they can influence undergraduates, professors, prospective students, peer institutions, and the media.\\n\\nOverall, Georgia Tech is tied at No. 32 nationally, one spot higher than last year. Tech also is tied for ninth among public universities.\\n\\n2026 Undergraduate Rankings\\n\\nU.S. News & World Report\\nPublished in Fall 2025\\n\\nSchool Ranking Public Ranking\\nBiomedical Engineering 1st (2nd last year) 1st\\nEnvironmental Engineering 1st (3rd last year) 1st\\nIndustrial Engineering 1st (unchanged) 1st\\nAerospace Engineering 2nd (unchanged) 1st\\nChemical Engineering 2nd (3rd last year) 1st\\nCivil Engineering 2nd (1st last year) 2nd\\nElectrical Engineering 3rd (4th last year) 2nd\\nMaterials Engineering 3rd (unchanged) 2nd\\nMechanical Engineering 4th (2nd last year) 2nd\\nComputer Engineering 6th (4th last year) 3rd\", \"url\": \"https://coe.gatech.edu/news/2025/09/undergrad-engineering-program-returns-no-3-us-news-2026-rankings\", \"with\": [\"Chemical Engineering 2nd (3rd last year) 1st\", \"The Georgia Tech College of Engineering reclaimed the No. 3 position among the na\", \"Biomedical engineering returned to No. 1.\", \"U.S. News uses surveys of deans and senior faculty members at other universities \"], \"without\": [\"Facts and Rankings\", \"Meet the Interim Dean\", \"Associate Deans\", \"Georgia Tech Resources\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5210", "input": "https://www.go.study/blog/best-engineering-universities-in-usa-2026-guide", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5210\", \"ground_truth_path\": \"source/test/ground-truth/5210.json\", \"ground_truth_sha256\": \"52394415cbcbaf9046ba73651ce300bb603a0e0700b0853e7d9f05e45f3f0f83\", \"html_path\": \"source/test/html/5210.html.gz\", \"html_sha256\": \"87f902af3b52f7d7895810b40b55309b141b07ee6c0137c3c05cd7f73046ca8d\", \"page_type\": \"article\", \"reference\": \"Best Universities in USA for Engineering: 2026\\n\\nDeciding to pursue a degree at a Best engineering university in USA for engineering is more than just reaching an academic milestone; it's an investment in a global career advancement. The top engineering colleges in the USA provide Indian engineering students the chance to learn in some of the most advanced technology environments in the world.\\n\\nAs of 2026, the landscape of the Best Engineering Schools in USA has shifted to emphasize \\\"Future-Tech\\\" such as artificial intelligence, semiconductor design, and sustainable energy. The following guide provides a comprehensive breakdown of the USA best universities for engineering, the admission nuances for 2026, and the critical Return on Investment (ROI) metrics that every Indian family must consider.\\n\\nTop 10 engineering universities in USA(2026)\\n\\nRank | University | Location | Notable Specializations | Acceptance Rate\\n1 | Massachusetts Institute of Technology (MIT) | Cambridge, MA | AI, Robotics, Aero/Astro | 4%\\n2 | Stanford University | Stanford, CA | CS, Electrical, Bio-E | 3.70%\\n3 | University of California, Berkeley (UCB) | Berkeley, CA | Civil, Environmental, CS | 11%\\n4 | California Institute of Technology (Caltech) | Pasadena, CA | Space Tech, Chemical Eng | 3%\\n5 | Georgia Institute of Technology (Georgia Tech) | Atlanta, GA | Industrial, Mechanical | 13%\\n6 | Carnegie Mellon University (CMU) | Pittsburgh, PA | Cybersecurity, Software | 11%\\n7 | University of Illinois Urbana-Champaign (UIUC) | Champaign, IL | Computer, Civil, Materials | 22%\\n8 | Purdue University | West Lafayette, IN | Aerospace, Mechanical | 30%\\n9 | Cornell University | Ithaca, NY | Engineering Physics, Systems | 7%\\n10 | University of Michigan—Ann Arbor | Ann Arbor, MI | Automotive, Nuclear | 17%\\n\\nDeep Dive: Why These are the Best Engineering Schools in the USA\\n\\nThe \\\"Silicon Valley\\\" Powerhouse: Stanford & UC Berkeley\\nFor Indian students targeting the tech sector, Top Engineering Universities in USA rankings are often dominated by the West Coast. Stanford University and UC Berkeley offer unparalleled access to venture capital and internship opportunities at companies like Google, Apple, and NVIDIA. Stanford's \\\"entrepreneurial spirit\\\" makes it a top choice for students looking to launch their own tech startups.\\n\\nThe Gold Standard for Research: MIT & Caltech\\nIf your goal is deep research or space exploration, MIT and Caltech are the best colleges for engineering in usa. MIT's \\\"Mind and Hand\\\" philosophy encourages hands-on prototyping, while Caltech's close relationship with NASA's Jet Propulsion Laboratory (JPL) makes it the premier choice for Aerospace and Planetary Engineering.\\n\\nThe \\\"Public Ivies\\\": Georgia Tech & Purdue\\nMany Indian families think that the top engineering schools in the USA are those that mix respect and cost-effectiveness. Georgia Tech and Purdue are excellent public universities. Purdue is well-known as the \\\"Cradle of Astronauts\\\" because it has produced over 20 astronauts, including the famous Neil Armstrong.\\n\\nHigh-Demand Engineering Specializations in 2026\\n\\nThe Best Engineering Colleges in USA have pivoted their curricula to meet the needs of the 2026 global economy. Choosing the right major is crucial for your USA admission process.\\n\\n- Artificial Intelligence & Robotics: CMU and Stanford lead this field. In 2026, AI Engineers are seeing starting salaries exceeding $130,000.\\n- Semiconductor & Microelectronics: With the expansion of the \\\"CHIPS Act,\\\" universities like Purdue and Arizona State are now critical hubs for semiconductor manufacturing engineering.\\n- Biomedical Engineering (BME): Schools like Johns Hopkins and Georgia Tech are at the forefront of bridging the gap between engineering and medicine breakthroughs.\\n- Aerospace Engineering:\\n- With UIUC and Purdue providing top-notch labs, this stream is popular among Indian students.\\n\\nThe ROI Factor: Expenditure vs. Career Prospects\\n\\nFor Indian families, the Return on Investment is the most important factor. Engineering in the USA is seemingly expensive, but the \\\"break-even\\\" point is often faster than in other fields or countries.\\n\\nEstimated Cost of Attendance (Annual)\\n\\n- Private Elites (MIT, Stanford): $75,000 – $90,000 (₹62L – ₹75L)\\n- Public Ivies (Purdue, Georgia Tech): $35,000 – $55,000 (₹29L – ₹46L)\\n\\nCareer Outcomes and Starting Salaries (2026 Estimates)\\n\\nEngineering graduates in USA are currently seeing record-breaking starting packages, especially in STEM-designated programs.\\n\\n- Computer Science/AI Engineer: $98,000–$135,000\\n- Electrical/Electronics Engineer: $96,000–$115,000\\n- Mechanical Engineer: $85,000–$105,000\\n- Civil Engineer: $75,000–$95,000\\n\\nFAQ\\n\\nIs the SAT mandatory for top universities for engineering USA in 2026?\\n\\nYes. Prominent universities like Georgia Tech, Caltech, and MIT have brought back the need for SAT/ACT scores. A math score between 780 and 800 is usually required for top-tier engineering.\\n\\nWhich US university offers the best scholarships for Indian engineers?\\n\\nCornell University is renowned for the Tata Scholarship, which specifically supports Indian undergraduates. Public universities like UT Dallas and Purdue offer significant merit-based tuition waivers for high-achieving students.\\n\\nWhat is the benefit of a \\\"STEM-Designated\\\" Engineering degree?\\n\\nAll major engineering degrees in the USA are STEM-designated. This allows Indian students to stay and work in the USA for a total of 36 months on their F-1 visa (12 months OPT + 24 months STEM extension), providing ample time to recover their education costs.\\n\\nCan I get into a top-10 Engineering school with a 75% in CBSE?\\n\\nFor top engineering universities in America, a GPA of 3.8+ (roughly 90%) is usually required. However, mid-tier universities (Rank 50-100) are very welcoming to students with 75-80%, provided they have strong projects or research experience.\", \"url\": \"https://www.go.study/blog/best-engineering-universities-in-usa-2026-guide\", \"with\": [\"Massachusetts Institute of Technology (MIT)\", \"Stanford University and UC Berkeley offer unparalleled access to venture capital\", \"Artificial Intelligence & Robotics: CMU and Stanford lead this field\", \"All major engineering degrees in the USA are STEM-designated\"], \"without\": [\"Chennai Branches\", \"We can help you study abroad\", \"Chat with me\", \"Request Callback\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5215", "input": "https://www.nrmlaonline.org/2026/01/30/best-places-to-retire-in-2026", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5215\", \"ground_truth_path\": \"source/test/ground-truth/5215.json\", \"ground_truth_sha256\": \"e106ab456d7d3db51dca200c560eb62fa19a64b2fc546128b45347a2a6973fab\", \"html_path\": \"source/test/html/5215.html.gz\", \"html_sha256\": \"2f8ade7e3c54719c910540e6a27c5f0fcadeda73455aff0b3000124f966fc887\", \"page_type\": \"article\", \"reference\": \"Want to know where America’s aging population may be moving to next? According to WalletHub’s analysis, the best places to retire in 2026 are:\\n\\nWyoming: Known for its low taxes, no estate or inheritance tax, and low cost of living, making it a financial and lifestyle-friendly state for retirees.\\n\\nFlorida: Offers tax advantages and amenities geared toward seniors.\\n\\nSouth Dakota: Balances affordability with strong health care access and livability.\\n\\nColorado: Known for outdoor recreation and wellness, Colorado is a great option for those who enjoy nature and outdoor activities.\\n\\nMinnesota: Ranks top for health care, making it an excellent choice for those who prioritize medical care in their retirement.\\n\\nThe bottom line: These states are ranked based on a combination of affordability, health care, and quality of life, ensuring that retirees can stretch their savings further while maintaining a high quality of life.\\n\\nWhat they’re saying: “Retirement is supposed to be relaxing, but it can also be incredibly stressful given that it typically puts people on a fixed income, which may not be enough for them to live comfortably,” WalletHub analyst Chip Lupo said in a statement. “As a result, the best states for retirees are those that have low taxes and a low cost of living to help retirees’ budgets stretch as far as possible.”\", \"url\": \"https://www.nrmlaonline.org/2026/01/30/best-places-to-retire-in-2026\", \"with\": [\"Wyoming: Known for its low taxes, no estate or inheritance tax, and low cost of \", \"Florida: Offers tax advantages and amenities geared toward seniors.\", \"Minnesota: Ranks top for health care, making it an excellent choice for those wh\", \"The bottom line: These states are ranked based on a combination of affordability\"], \"without\": [\"About NRMLA\", \"Board/Staff\", \"Code of Ethics\", \"Submitting Ethics Complaints\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5216", "input": "https://www.travelandleisure.com/best-big-town-for-elderly-to-live-in-2026-11880421", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5216\", \"ground_truth_path\": \"source/test/ground-truth/5216.json\", \"ground_truth_sha256\": \"9394c39512d1f50450a01c78e0b00213285a1c1d4adc8e0730dad8b0370e7d9a\", \"html_path\": \"source/test/html/5216.html.gz\", \"html_sha256\": \"4410d9c623969aa88d23f7fe6636181b5e8b0059c8e618756dd0a01206e02bf4\", \"page_type\": \"article\", \"reference\": \"San Francisco topped AARP's annual ranking of the best cities for seniors for the sixth year in a row.\\nOverall, East Coast cities dominated the top 10, accounting for seven of the ranked urban communities.\\n\\nWhile some contemplate a quiet retirement in a small town, others dream of spending their golden years with art, culture, dining, and the bustle of a city.\\n\\nIn December, the American Association of Retired Persons (AARP) published a report on the 100 best places to live in the U.S. for older adults. AARP ranked the communities for size and overall livability, considering factors such as housing, neighborhood, transportation, environment, health, and engagement.\\n\\nAnd the city that topped the ranking for the sixth year in a row is San Francisco. \\\"[...] even though the area’s monthly housing costs are three times higher than the U.S. median ($2,693 compared to $943 nationally),\\\" the report notes, the city \\\"excels in other metrics, especially health, boasting excellent access to health care, universal access to exercise opportunities, and low smoking rates.\\\"\\n\\nThe city also offers plenty of things to do for visitors and residents alike. Whether you want to spend your evenings biking over the Golden State Bridge or your mornings taking cable cars, there are easy ways to get in plenty of activity without going over budget. San Francisco was also recently named the best hiking city, with 119 popular and easily accessible hikes.\\n\\n“In large communities, it’s typically easier to make healthy choices; having local farmers markets within walking distance, for example, encourages exercise and healthy eating,” the study highlights about living in large cities.\\n\\nHowever, if you plan on spending your senior years in San Francisco, keep in mind that the average home price is about $1.5 million, according to data from Redfin.\\n\\nTrailing San Francisco at No. 2 is not another city but Montgomery County, Maryland. This popular area is just outside of Washington, D.C. and is known for its high standard of living, great schools, rich history, safe and diverse neighborhoods, and plenty of green spaces. And for those who prefer the West Coast, Seattle ranked at No. 3 and Portland, Oregon, at No. 9. Ramsey County, Minnesota, home to the state capital of St. Paul, came in fourth, and Fairfax County, Virginia, another Washington, D.C., suburban area, rounded out the top five.\\n\\nYou can find the complete list of the 25 best big cities for older adults at AARP.org.\", \"url\": \"https://www.travelandleisure.com/best-big-town-for-elderly-to-live-in-2026-11880421\", \"with\": [\"Overall, East Coast cities dominated the top 10, accounting for seven of the ran\", \"In December, the American Association of Retired Persons (AARP) published a repo\", \"“In large communities, it’s typically easier to make healthy choices; having loc\", \"Trailing San Francisco at No. 2 is not another city but Montgomery County, Maryl\"], \"without\": [\"Romantic Getaways\", \"Beach Vacations\", \"National Parks\", \"Disney Vacations\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5218", "input": "https://www.empower.com/the-currency/life/top-states-to-retire", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5218\", \"ground_truth_path\": \"source/test/ground-truth/5218.json\", \"ground_truth_sha256\": \"79a948657e790c81ebd9c024fd4d31cda641066b73a8f8c0ad9b031473bc49ca\", \"html_path\": \"source/test/html/5218.html.gz\", \"html_sha256\": \"ef36916c4936bc56d64744181ace24da0712ae4020b00de475a9ff7ac76d7749\", \"page_type\": \"article\", \"reference\": \"Deciding where to retire is a highly personal choice that blends lifestyle goals with financial considerations\\n\\nKey takeaways\\n\\nRelocating in retirement may help reduce costs, especially if your current state has high taxes.\\n\\nLifestyle preferences like climate, community, and proximity to family help define the best retirement destination for you.\\n\\nState cost of living includes housing, food, healthcare, and transportation — and varies widely.\\n\\nWeigh both financial and lifestyle factors when narrowing down your retirement location.\\n\\nChoosing where to retire isn’t just about escaping winter or finding the lowest taxes. The best retirement destinations balance affordability, taxes, and healthcare access with lifestyle preferences like weather, community, and proximity to family. States such as Florida and Wyoming offer both tax advantages and strong retirement savings trends, according to Empower data.\\n\\nCongrats! Your kids are out of the house, your mortgage may be paid off, and you’re ready to retire. So now the question is: Where should you retire? There are some states that might offer a better retirement lifestyle and have certain financial benefits, but the right place will depend on what’s most important to you.\\n\\nHow to choose the best state to retire in\\n\\nLike any financial decision, choosing where to retire should reflect your unique situation and goals. Here are some important things to consider when it comes to finding the best places to retire — for you.\\n\\nQuality of life factors in retirement\\n\\nThis is among the most subjective factors.\\n\\nSome retirees prioritize city amenities, while others value nature or being near loved ones. Do you want warm weather or four seasons? A walkable neighborhood or rural acreage?\\n\\nDo you crave the slower pace of a beach town or the hustle and bustle of a mid-to-large sized city? Are you open to exploring a new community and making new friends or would you rather forge deeper connections with people you already know or move closer to family? All of this and more will have an impact on your overall quality of life.\\n\\nAmericans with a financial plan expect to retire 5 years earlier than those without*\\n\\nRun different scenarios and see how they stack up to your current plan.\\n\\nHow housing costs impact retirement planning\\n\\nHousing costs have been on the rise nearly everywhere, with the median price of existing homes in the U.S. reaching an all-time high of $435,300 in June 2025. Whether — and where — you plan to buy or rent a home in retirement is likely going to have a bigger impact on your budget than anything else.\\n\\nRead more: The 10 best places to retire in Arizona\\n\\nHealthcare costs to consider in retirement\\n\\nThere are a lot of factors that influence a retiree’s healthcare costs, including location. Some couples may require as much as $413,000 to pay for medical costs in retirement.\\n\\nCosts that vary by state include Medicare Part D premiums, Medicare Advantage plans, Medigap premiums, and out-of-pocket spending.\\n\\nRead more: The 10 best places to retire in Florida\\n\\nWhich states have the lowest taxes for retirees?\\n\\nThis is a big consideration throughout our lives, but as incomes may decrease in retirement, it can become a huge factor. Depending on the type of retirement income, you may have to pay taxes on your distributions. Federal income tax is a given, but living in a state with a high-income tax rate could leave you with even less income to live off.\\n\\nPlus, if you meet the income threshold for your filing status, you may have to pay federal income tax on your Social Security benefits. Depending on where you live, you might also have to pay state income tax in addition to federal income tax on your Social Security benefits.\\n\\nRead more: The 10 best places to retire in California\\n\\nStates with the lowest cost of living for retirees\\n\\nState cost of living is an umbrella category that includes housing, healthcare, insurance, and taxes, but also the cost of daily goods and services, like food and transportation. Some places in the U.S. are easier on your wallet than others. If you’re looking to trim costs in retirement, this may be the primary consideration.\\n\\nRead more: The 10 best places to retire in North Carolina\\n\\nBest climates for retirement in the U.S.\\n\\nAre you looking for year-round sunshine? Or do you love to experience the seasons? Maybe two homes would better suit your snowbird tendencies. According to Empower research, Americans are all over the map when it comes to their ideal retirement location: 24% seek a warmer climate, 23% want to be closer to the ocean, and 20% are on a quest for a less-populated town.\\n\\nRead more: The 10 best places to retire in South Carolina\\n\\nHow to determine the best states to retire in 2026\\n\\nTo find an objective answer to the question of what states are the best to retire in, we came up with a relatively simple formula: Follow the money.\\n\\nMillionaires tend to be able to live in places that offer the best lifestyles. Of course, anyone can run out of money if they overspend, but the more money you have, the more options you have as to where to live.\\n\\nSo, to come up with the best states for retirees, let’s look at the states with the highest percentage of millionaires and compare that list with the states that have the lowest taxes, to see which states make both lists. That way, we can account for both lifestyle considerations and which states make the most sense from a financial perspective.\\n\\nRead more: The cost of living in paradise\\n\\nWhich states have the best tax situation?\\n\\nInstead of looking at tax rates, which can vary depending on your specific circumstances, the Tax Foundation’s State Tax Competitive Index accounts for many complexities: individual income taxes, sales taxes, corporate taxes, property and wealth taxes, unemployment insurance taxes, and use and excise taxes. 1\\n\\nHere are the top 10 states based on that ranking:\\n\\nRank State\\n1 Wyoming\\n2 South Dakota\\n3 Alaska\\n4 Florida\\n5 Montana\\n6 New Hampshire\\n7 Texas\\n8 Tennessee\\n9 North Dakota\\n10 Indiana\\n\\nWhich states have the most millionaires?\\n\\nNext, to get a read on lifestyle in various states, let’s take a look at the 10 states that have the highest amount of households making $1 million or more a year in adjusted gross income, based on an analysis of 2022 data from the Internal Revenue Service. 2\\n\\nRank State Million-dollar returns per 10,000 filers, 2022\\n1 Connecticut 89.51\\n2 Massachusetts 76.43\\n3 New York 71.44\\n4 Florida 69.78\\n5 California 69.72\\n6 New Jersey 67.67\\n7 Wyoming 62.69\\n8 Washington 57.30\\n9 Nevada 54.21\\n10 Texas 54.20\\n\\nThe best U.S. states for retirement\\n\\nThe top two states to retire in according to our formula are — drumroll please — Wyoming and Florida. Wyoming takes the top spot in having a competitive approach to state taxes. Plus, Empower Personal Dashboard TM data** from October 2025 reveals that people in Wyoming have an average retirement savings of $506,372 and are in the top 15 states based on average net worth ($633,808). Florida ranks similarly, with its residents holding an average of $532,867 in retirement savings and ranking 13th for average net worth ($634,533). They’re also both lifestyle standouts: Florida is well-known for beachfront living, and if you’ve ever been to Jackson Hole, you may agree Wyoming is a lovely place.\\n\\nSpecial mentions go to Texas, New Hampshire, and Montana, which were all in the top 20 on both the tax and millionaire lists.\\n\\nFor those of us who want to retire in the U.S., there are nine states that have no state income taxes: Alaska, Florida, Nevada, New Hampshire, South Dakota, Tennessee, Texas, Washington, and Wyoming. For many retirees with the means to move, it may make financial sense to relocate — especially if their home state has high taxes like California or New York.\\n\\nRetirement lifestyle: Beyond finances\\n\\nMoney isn’t everything in retirement — there’s no point in having money if you can’t spend it on a lifestyle that makes you happy, such as being able to roam in nature or go out to nice dinners, shows, and museums. Many of us won’t have unlimited funds when we reach retirement age, so we may need to make sacrifices and relocate.\\n\\nIt’s impossible to say with any real conviction which states offer the best lifestyle for retirees since it’s such a subjective decision. Are you a big city person? Or do you prefer the quiet of a small town? Or maybe you’d prefer a secluded country retreat? Which states are the best states to live in is really going to depend on you.\\n\\nShould you relocate for retirement? Our perspective\\n\\nThere’s no definitive answer to the question of which states are the best ones for retirement. Everyone’s a little biased, anyways. Personally, my home state of Hawaii would be wonderful based on lifestyle, but from an affordability standpoint, Colorado, where I’ve been for nearly two decades, has many of the same lifestyle perks (believe it or not) with lower overall costs.\\n\\nSo, while this list is really for fun, it also can be a good place to start if you’re thinking of relocating to a lower-tax state. To see if it would make financial sense for you to relocate, check out the Empower Retirement Planner tool, which allows you to do scenario planning to see how it impacts your chances of a successful retirement.\\n\\nFAQ\\n\\nWhat are the best states to retire in for low taxes?\\n\\nStates with no income tax — like Florida, Texas, and Wyoming — are often considered tax-friendly for retirees. These states typically don't tax Social Security benefits, pensions, or retirement account withdrawals, though property and sales taxes may still apply.\\n\\nWhich U.S. states have the lowest cost of living for retirees?\\n\\nStates like Mississippi, West Virginia, and Arkansas consistently rank among the lowest in cost of living, with lower housing, healthcare, and daily expenses. 3 These locations may appeal to retirees looking to stretch their income.\\n\\nIs it worth relocating for retirement?\\n\\nIt depends. Relocating can help reduce living expenses, taxes, or improve your lifestyle — but it may also increase certain costs, like travel or healthcare. Tools like Empower’s Retirement Planner can help assess the impact of a move.\\n\\nWhat factors should I consider when choosing a retirement state?\\n\\nKey factors include taxes, housing affordability, healthcare access, climate, and proximity to family or community. Balancing financial needs with lifestyle goals is essential.\\n\\nHow do taxes affect Social Security in retirement?\\n\\nAt the federal level, up to 85% of your Social Security benefits may be taxable based on your income. Additionally, some states also tax Social Security benefits, while others — like Florida and Texas — do not.\\n\\nWhat states are considered the healthiest for retirees?\\n\\nStates with high healthcare rankings for seniors include Massachusetts, Minnesota, and Connecticut. 4 Consider Medicare plan availability, hospital access, and long-term care services when evaluating options.\", \"url\": \"https://www.empower.com/the-currency/life/top-states-to-retire\", \"with\": [\"Relocating in retirement may help reduce costs, especially if your current state\", \"Costs that vary by state include Medicare Part D premiums, Medicare Advantage pl\", \"Rank State Million-dollar returns per 10,000 filers, 2022\", \"What states are considered the healthiest for retirees?\"], \"without\": [\"The Currency\", \"Press center\", \"Investment Insights\", \"Cybersecurity\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5225", "input": "https://www.revolt.tv/article/most-anticipated-festivals-2026-hip-hop-rnb-jazz", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5225\", \"ground_truth_path\": \"source/test/ground-truth/5225.json\", \"ground_truth_sha256\": \"f09aa586ca4e804bdae2c61dbdd1d365030e7b68678de54791ba17d18ac443ec\", \"html_path\": \"source/test/html/5225.html.gz\", \"html_sha256\": \"18035b20c05350fd3051f9259a2950b78768ebd423205385f0ff21db46506915\", \"page_type\": \"article\", \"reference\": \"Key Takeaways\\n\\nMajor artists like Jhené Aiko, A$AP Rocky, and Tyler, The Creator are headlining top festivals in 2026.\\n\\nEvents like HBCU Aware Fest and ESSENCE Festival spotlight Black culture and community through music.\\n\\nDiscover global and local festivals that celebrate Hip Hop and R&B, from Portugal to New Orleans.\\n\\nNothing brings people together quite like music, and when you’re not listening on your own, there’s nothing better than experiencing it with folks you care about (or at least people who love the same songs and artists you do).\\n\\nJudging by the lineups announced both late last year and early this year, 2026 is expected to be a great one for live music across every genre. A$AP Rocky and Baby Keem are headlining different nights at Governors Ball, Jhené Aiko and Ashanti are bringing the vibes to Jazz in the Gardens, and festival favorite Tyler, The Creator is topping multiple lineups — including, potentially, his own Camp Flog Gnaw.\\n\\nWith that in mind, REVOLT put together an ongoing list of festivals to attend in 2026, along with where to buy tickets. Whether you're a rap enthusiast, R&B lover, or enjoy a bit of everything, keep scrolling.\\n\\n1. Jazz in the Gardens (March 7-8)\\n\\nThough it’ll be tough to top last year, Jazz in the Gardens announced that it’ll be returning to Hard Rock Stadium on March 7 and 8. The 2026 lineup includes Jhené Aiko, Nelly and Ashanti, Ludacris, GloRilla, and SWV, to name a few. Event organizers also teased that a “major surprise guest” will be taking the stage.\\n\\n2. Lollapalooza Chile (March 13-15)\\n\\nBefore the Chicago festival, which traditionally takes place in early August, Lollapalooza will take over several countries in South America, beginning in Chile before continuing through Argentina and Brazil. The headliners stay mostly consistent across all three stops: Doechii, Chappell Roan, Sabrina Carpenter, and Tyler, The Creator, along with a few others.\\n\\n3. HBCU Aware Fest (March 26)\\n\\nHBCUs — and HBCU culture as a whole — are certainly not left out of the conversation when it comes to festivals this year. In March, HBCU Aware Fest will hold its inaugural event, with John Legend, GloRilla, Jeezy, Tems, Coco Jones, and the legendary Earth, Wind & Fire on the bill. Jill Scott is also slated to take the stage, just a month after her first album in over a decade, To Whom This May Concern, arrives.\\n\\n“From legendary icons to rising stars, each performance celebrates the cultural power and legacy of HBCUs,” Aware Fest organizers shared in a statement. “This one-of-a-kind benefit concert raises awareness, funding and support for historically Black colleges and universities across America.”\\n\\n4. Coachella (April 10-12, 17-19)\\n\\nCoachella continues to hold its place as one of the most historic and enormous festivals out there, thanks in no small part to its steady supply of banner acts. While pop does make up most of the headliners (Sabrina Carpenter, Justin Bieber, and KAROL G), there’s plenty of Hip Hop and R&B to go around across the two-weekend event. Among the more exciting acts are Young Thug, Clipse, PinkPantheress, and Sexyy Red.\\n\\n5. New Orleans Jazz & Heritage Festival (April 23-26 and April 30-May 3)\\n\\nJazz is alive and well, especially when New Orleans Jazz & Heritage Festival is treating fans to a massive lineup of talented artists across several generations. With two four-day weekends’ worth of action, there’s not much else jazz enthusiasts could ask for.\\n\\n6. Rolling Loud USA (May 8-10)\\n\\nRolling Loud has delivered strong lineups year after year, especially for the younger rap fans. While the California festival usually takes place in March and Miami tends to close out the year, organizers announced in January that 2026 will see its next U.S. edition take place at Orlando’s Camping World Stadium in May. Headliners include Don Toliver, Playboi Carti, and NBA YoungBoy.\\n\\n“With Orlando, we’re able to be more accessible for fans, expand our footprint, and think long-term. Rolling Loud has always been about meeting the culture where it’s going, not where it’s been,” co-founder Matt Zingler said of the decision to move away from Miami.\\n\\n7. Forever Mine Music Festival (May 23-24)\\n\\nR&B-heavy festivals are very much part of the conversation this year. For fans of early 2000s R&B, Forever Mine Music Festival is set to make its debut at Chicago’s Union Park this May. Keyshia Cole and KAYTRANADA will headline days one and two, with additional performances from Kelly Rowland, Monica, Mario, Lloyd, and more.\\n\\n8. Primavera Sound (June 3-7)\\n\\nWith Doja Cat, PinkPantheress, and Little Simz — who REVOLT highlighted in its round-up of female rappers from the U.K. — on the lineup, Primavera Sound is shaping up to be a pretty exciting option for anyone planning to attend the Barcelona-based festival. It’s scheduled for June, which is the perfect excuse to book that summer vacation.\\n\\n9. Governors Ball (June 5-7)\\n\\nGovernors Ball 2026 is headed back to Flushing Meadows Corona Park, where A$AP Rocky, Baby Keem, and Kali Uchis will lead the bill from June 5 to June 7. Other acts set to perform include Clipse, Mariah the Scientist, Freddie Gibbs and The Alchemist, and Ravyn Lenae, along with a handful of additional artists.\\n\\n10. Bonnaroo Music & Arts Festival (June 11-14)\\n\\nAlthough Bonnaroo is a mixed bag in terms of genres, Hip Hop fans will be delighted to know that Vince Staples, Clipse, Smino, and Lil Jon were all announced on the lineup last December. Plus, Mariah the Scientist and alt-pop star Rachel Chinouriri are on the bill. It doesn’t get much better than this!\\n\\n11. Summerfest (June 18-20, 25-27, July 2-4)\\n\\nPerhaps one of the most expansive festivals of 2026, Summerfest will stretch across three weekends beginning June 18. The Milwaukee event is bringing many of Hip Hop and R&B’s favorites to its 12 stages — yes, you read that right! — spread across 75 acres of festival grounds. Alongside current stars like Don Toliver, Ella Mai, and SahBabii, the lineup also boasts legends including The Roots, Charlie Wilson, and Run-DMC’s Rev Run.\\n\\n12. Afro Nation Portugal (July 3-5)\\n\\nOver in Portugal, Afro Nation is gearing up to set the summer off. Gunna, Kehlani, Mariah the Scientist, and LUDMILLA will be performing at the three-day festival, which takes place from July 3 to July 5. There’s also a promising slate of Afrobeats stars on the lineup, including Asake, Wizkid, Tyla, and Olamide.\\n\\n13. ESSENCE Festival (July 3-5)\\n\\nIf you’re not trying to spend Fourth of July glued to a grill or surrounded by relatives, ESSENCE Festival will once again take over New Orleans’ Caesars Superdome. After the 2025 hurdles, organizers announced plans to “invest more” and scale back the number of nightly performers. “You're going to get more of our time, more of our commitment, more of our presence here,” Sundial Media Group CEO Kirk McDonald said in a statement.\\n\\n14. Eaux Claires Festival (July 24-25)\\n\\nAfter an eight-year break, Bon Iver announced that his Eaux Claires Festival will return over the summer, bringing along a lineup that includes Daniel Caesar, Dijon, Lil Yachty, and more. Unlike many of the other festivals on our list, the two-day event will also feature a Writers in Residence program with several notable names from the literary world.\\n\\n15. Osheaga Festival (July 31-Aug. 2)\\n\\nFor all the music enthusiasts in Montreal, artists like Gunna, Kehlani, Clipse, and JID are slated to perform at the 19th edition of Osheaga Festival. Other acts on the bill include Little Simz, Jim Legxacy, Amber Mark, and SG Lewis, so there’s something for just about everyone come late July and early August.\\n\\n16. Reading and Leeds Festival (Aug. 27-30)\\n\\nFor our friends across the pond, there’s plenty of festivals happening in 2026 outside of Glastonbury. Reading and Leeds Festival is set for Aug. 27 to Aug. 30, with U.K. mainstays like Dave and RAYE on the bill. Skepta, JADE, and several others were also announced in the first wave of performers.\\n\\n17. All Points East (Aug. 28-29)\\n\\nAll Points East 2026 is offering two different lineups across two different days, and much like previous years, there’s a lot to be excited for. For one, Tyler, The Creator will be headlining both nights on Aug. 28 and Aug. 29, with familiar faces like Danny Brown, Ghostface Killah, Daniel Caesar, and Baby Keem also set to perform. There are a few new and on-the-rise acts on the bill as well, including Yebba, Samara Cyn, PARTYOF2, and Khamari.\\n\\n18. Austin City Limits Festival (Oct. 2-4, 9-11)\\n\\nAustin City Limits Festival takes place Oct. 2-4 and returns the following weekend from Oct. 9-11. With Doja Cat backing out of last year’s lineup and ultimately leaving Doechii and T-Pain as the only rap and R&B headliners, 2026 has plenty of room to expand its Hip Hop and R&B presence.\\n\\n19. ONE Musicfest (Oct. 24-25)\\n\\nONE Musicfest usually holds off on revealing its full slate of performers until later in the year, but the 2026 edition is confirmed for Oct. 24-25 at Atlanta’s Piedmont Park. In the meantime, revisit REVOLT’s interview with Clipse from 2025’s festival.\", \"url\": \"https://www.revolt.tv/article/most-anticipated-festivals-2026-hip-hop-rnb-jazz\", \"with\": [\"Major artists like Jhené Aiko, A$AP Rocky, and Tyler, The Creator are headlining top festivals\", \"11. Summerfest (June 18-20, 25-27, July 2-4)\", \"Austin City Limits Festival takes place Oct. 2-4 and returns the following weeke\", \"ONE Musicfest usually holds off on revealing its full slate of performers until l\"], \"without\": [\"Listicles\", \"Exclusives, Interest\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5233", "input": "https://podnews.net/press-release/best-true-crime-podcasts-2025", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5233\", \"ground_truth_path\": \"source/test/ground-truth/5233.json\", \"ground_truth_sha256\": \"ad43775be4fa46ec08cf59d6e93a679324500622099415af195032e1ceb2b170\", \"html_path\": \"source/test/html/5233.html.gz\", \"html_sha256\": \"f2425672645b58b6c7aefb43b38be1893c9398bbd203212b44c1ed43cd327344\", \"page_type\": \"article\", \"reference\": \"True crime and investigative podcasts “Wisecrack,” “Spotlight: Snitch City,” and “Bone Valley Season 3 | Graves County” are the best true crime podcasts of 2025. The shows were the top three in the annual Best Podcasts episode of “ Crime Writers On,” the original true crime review podcast.\\n\\nThe other shows in the top ten for 2025 include “Not a Very Good Murderer,” “Stakeknife,” “The Retrievals,” “Final Thoughts: Jerry Springer,” “Breakdown: Three Days in May,” “Scam Factory,” and “Liberty Lost.”\\n\\n“The past year offered many variations on the themes within true crime,” said “Crime Writers On” host Rebecca Lavoie. “There was some great longform investigative reporting. There were thought-provoking profiles of unreliable narrators. And there were stories of average people in need of help who are dismissed by authorities who don’t believe them.”\\n\\n“Crime Writers On” is the original true crime review podcast. It’s hosted by true crime author and journalist Rebecca Lavoie. The co-hosts are true crime author and broadcast journalist Kevin Flynn, true crime writer and private investigator Lara Bricker, and podcaster and noir novelist Toby Ball. Since 2014, the panel has reviewed more than 1,000 true crime and crime-adjacent podcasts, documentaries, TV shows, and other media.\\n\\nThe panel determined the number one podcast for 2025 was “Wisecrack” (Tenderfoot TV). In this genre-bending series, standup comedian Edd Hedges recounts the night a man murdered his neighbors, then banged on his door. The routine intrigues a TV producer who works with Hedges to fact-check the story.\\n\\n“‘Wisecrack’ was unlike anything we’ve ever heard, which makes for an exciting listen. The four of us all literally sat in driveways or extended our commutes because we were so sucked in,” said co-host Flynn.\\n\\nAt number two, “Spotlight: Snitch City” (Boston Globe) examined one police department’s abuse of confidential informant procedures which allow them to skirt constitutional guardrails. Host Dugan Arnett of the Spotlight team found the biggest abuser of the system in New Bedford, MA was the police chief, who retired after the exposé.\\n\\n“Bone Valley Season 3 | Graves County” (Lava for Good), the number three podcast on the list, explored a potential wrongful conviction case. The media loved the 2000 story of a housewife who solved a cold case murder. But Susan Galbreath wasn’t a mere citizen sleuth. Host Maggie Freling reveals Galbreath may have pointed the finger at an innocent man to lead police away from their main suspect, who was a family friend.\\n\\nOther shows in the top ten include Ronan Farrow’s “Not a Very Good Murderer” (Audible Original), in which he spends time with a colorful socialite who may - or may not - have tried to kill two of her husbands. The BBC Sounds podcast “Stakeknife” looks at the ruthless IRA double agent Freddie Scappaticci and whether the British government should be held accountable for allowing their asset to murder Irish informants in order to maintain his cover.\\n\\nThe second season of “The Retrievals” (Serial Productions), which ranked number six, explores how 11% of women undergoing C-sections report their pain medication never kicked in. Host Susan Burton reports the larger problem is often medical staff do not believe the women who say they can feel every excruciating aspect of the surgery, dismissing the complaints as anxiety or over-reactions.\\n\\n“Final Thoughts: Jerry Springer” (Audible Original) is not a traditional true crime series, but host Leon Neyfakh’s profile of the complicated life and legacy of TV’s trashiest talk show host is magnetic. For its eleventh season, the Atlanta Journal-Constitution’s “Breakdown: Three Days in May,” profiles a miscarriage of justice involving a couple who went to prison for murdering their newborn, only to be released after medical evidence suggested a medical condition caused the baby’s death.\\n\\nTwo podcasts from Wondery complete the top ten list. “Scam Factory” focuses on people tricked into working at a scam call center in the jungle of Myanmar, surrounded by armed guards who won’t let them leave unless they can lure others to take their place. “Liberty Lost” tells the story of pregnant teens promised free medical care and assistance by Liberty University’s “Godparent Home.” But when the unwed mothers gave birth, they were coerced into giving up their babies to pre-selected Christian couples.\\n\\n“True crime gets ridiculed as being lurid or sensational. But creators in this genre are turning out important investigative journalism, intriguing thought-pieces and character profiles, and the best nonfiction storytelling in audio. These podcast series are more expensive and labor intensive than the thousands of weekly chat shows and rewatch programs up and down the charts. The ten titles in this list are must-listens and these podcasters should be recognized and rewarded for their excellence,” said Lavoie.\\n\\nThe “Crime Writers On” Best of 2025 list was created from the top ten lists presented by each of the four panelists, with each selected show receiving a score based on its ranking. Sixteen different podcasts were identified. The “Crime Writers On” Best Podcasts of 2025 drops December 8. The Best TV of 2025 episode drops December 11.\\n\\nThe “Crime Writers On” Best of 2025\\n\\nTrailer 1 Wisecrack (Tenderfoot TV)\\n\\nTrue Crime From: Tenderfoot TV and iHeartPodcasts\\nHosted by: Omny Studio\\n\\nTrailer 2 Spotlight: Snitch City (Boston Globe)\\n\\nTrue Crime From: The Boston Globe Spotlight Team\\nHosted by: Megaphone\\n\\nTrailer 3 Bone Valley Season 3 | Graves County (Lava for Good)\\n\\nTrue Crime From: Lava for Good Podcasts\\nHosted by: Omny Studio 4.9 ★\\n\\nTrailer 4 Not a Very Good Murderer (Audible)\\n\\nTrue Crime From: Audible\\nHosted by: ART19\\n\\n5 Stakeknife ( Cover season 2) (BBC Sounds)\\n\\nTrue Crime From: BBC Radio 5 Live\\nHosted by: BBC\\n\\nTrailer 6 The Retrievals season 2 (Serial Productions)\\n\\nTrue Crime From: Serial Productions & The New York Times\\nHosted by: Simplecast 4.7 ★\\n\\n7 Final Thoughts: Jerry Springer (Audible)\\nFrom: Audible Originals\\n\\nTrailer 8 Breakdown: Three Days in May (AJC)\\n\\nNews From: The Atlanta Journal-Constitution\\nHosted by: Megaphone 4.5 ★\\n\\nTrailer 9 Scam Factory (Wondery)\\n\\nTrue Crime From: Audible\\nHosted by: ART19 4.0 ★\\n\\nTrailer 10 Liberty Lost (Wondery)\\n\\nSociety & Culture From: Audible\\nHosted by: ART19 4.3 ★\\n\\nThe above list of podcasts is available as an OPML file for your podcast player\\n\\nThis is a press release which we link to from Podnews, our daily newsletter about podcasting and on-demand. We may make small edits for editorial reasons.\", \"url\": \"https://podnews.net/press-release/best-true-crime-podcasts-2025\", \"with\": [\"The other shows in the top ten for 2025 include “Not a Very Good Murderer,” “Sta\", \"The second season of “The Retrievals” (Serial Productions), which ranked number \", \"Trailer 4 Not a Very Good Murderer (Audible)\", \"The above list of podcasts is available as an OPML file for your podcast player\"], \"without\": [\"Press Releases\", \"Contact Podnews\", \"About Podnews\", \"Podnews LLC\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5234", "input": "http://www.crimewriterson.com/listen/bestpodcasts2025", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5234\", \"ground_truth_path\": \"source/test/ground-truth/5234.json\", \"ground_truth_sha256\": \"00cc5815c1f0626db643b723dbae64022fe7201467f8de171ef189004fc7314a\", \"html_path\": \"source/test/html/5234.html.gz\", \"html_sha256\": \"6a62cc037bc70931a9b12345549fe9061c6a71e4481e5c8de06a9ec59b20a6ef\", \"page_type\": \"listing\", \"reference\": \"Hard-hitting investigations, compelling profiles, and a chorus of people who just don’t believe what women tell them—there was something for everyone in our top ten lists. We reveal the best podcasts of 2025!\\n\\n2025 was a solid year for podcasts. There were multiple investigative series, retrospectives on the history you thought you knew, and even some light‑hearted fare that was quirky and entertaining. But which titles truly stood out? We’ll hear from crime writers as they share their top 10 podcasts we reviewed in 2025.\\n\\nLara's top 10 podcasts:\\n\\nSpotlight: Snitch City\\n\\nLiberty Lost\\n\\nThe Preventionist\\n\\nThe Retrievals season 2\\n\\nNot a Very Good Murderer\\n\\nWisecrack\\n\\nBreakdown: Three Days in May\\n\\nUncover: Sea of Lies\\n\\nScam Factory\\n\\nBone Valley Season 3 | Graves County\\n\\nToby's top 10 podcasts:\\n\\nBone Valley Season 3 | Graves County\\n\\nScam Factory\\n\\nFinal Thoughts: Jerry Springer\\n\\nBreakdown: Three Days in May\\n\\nUncover: Sea of Lies\\n\\nNot a Very Good Murderer\\n\\nWisecrack\\n\\nStakeknife\\n\\nDirtbag Climber\\n\\nLords of Death\\n\\nKevin's top 10 podcasts:\\n\\nWisecrack\\n\\nSpotlight: Snitch City\\n\\nStakeknife\\n\\nFinal Thoughts: Jerry Springer\\n\\nThe Copernic Affair\\n\\nNot a Very Good Murderer\\n\\nThe Retrievals season 2\\n\\nBone Valley Season 3 | Graves County\\n\\nDeath County, PA\\n\\nThe Preventionist\\n\\nRebecca's top 10 podcasts:\\n\\nWisecrack\\n\\nBone Valley Season 3 | Graves County\\n\\nSpotlight: Snitch City\\n\\nStakeknife\\n\\nThe Retrievals season 2\\n\\nNot a Very Good Murderer\\n\\nDirtbag Climber\\n\\nDeath County PA\\n\\nFinal Thoughts: Jerry Springer\\n\\nLiberty Lost\\n\\nThe Crime Writers On Best of 2025 Podcast List\\n\\nWisecrack\\n\\nSpotlight: Snitch City\\n\\nBone Valley Season 3 | Graves County\\n\\nNot a Very Good Murderer\\n\\nStakeknife\\n\\nThe Retrievals season 2\\n\\nFinal Thoughts: Jerry Springer\\n\\nBreakdown: Three Days in May\\n\\nScam Factory\\n\\nLiberty Lost\", \"url\": \"http://www.crimewriterson.com/listen/bestpodcasts2025\", \"with\": [\"Hard-hitting investigations, compelling profiles, and a chorus of people who jus\", \"2025 was a solid year for podcasts. There were multiple investigative series, re\", \"The Crime Writers On Best of 2025 Podcast List\"], \"without\": [\"Best TV of 2025\", \"Hush: Love Thy Neighbor\", \"Back to Top\", \"crimewriterson@gmail.com\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5235", "input": "https://www.thebigpossible.com/blog/whats-the-best-true-crime-podcast-in-2025", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5235\", \"ground_truth_path\": \"source/test/ground-truth/5235.json\", \"ground_truth_sha256\": \"b6b85523bdad0fe57e27f3a54776cd4ea21078d105afa1ff863dba47c586d6ef\", \"html_path\": \"source/test/html/5235.html.gz\", \"html_sha256\": \"bb41b9a5f5377beebe2560a9c1e7e8a22b504d9cca2c6d12cf317f527e539d89\", \"page_type\": \"article\", \"reference\": \"What is it about true-crime podcasts that pulls us in the way they do? We keep asking ourselves that. You start one out of curiosity and suddenly you’re five episodes deep, Googling names you’ve never heard before, and wondering how it’s already past midnight.\\n\\nIf you’ve ever sat there at 1 a.m. thinking “Okay, but which true-crime podcast is actually the best one right now?”, trust us, you’re not alone. The genre just keeps growing. Every time we open Spotify or Apple, there’s another new release climbing the charts and somehow another huge group of people completely wrapped up in it.\\n\\nSure, part of it is the mystery. But a lot of it is how these shows are built. The pacing. The detail. The quiet moments. That feeling of someone telling you a story they probably shouldn’t be telling. It feels personal. It sneaks up on you. You hit play and suddenly a whole evening disappears.\\n\\nThe numbers back it up too. True crime accounts for roughly 10% of all podcast listening worldwide. Around 70% of the audience is women, many saying the genre makes them feel more informed and aware. And true-crime fans are about three times more likely to binge a full season than fans of any other category. That’s not a passing trend. That’s genuine loyalty.\\n\\nIf you spend any time on Reddit, you’ll see long threads where people defend their favorite shows like it’s a sport. Bear Brook. Your Own Backyard. Morbid. Crime Junkie. Once someone adds a show to their weekly routine, that’s it. It becomes part of their rhythm.\\n\\nSo if you’re trying to figure out what’s worth listening to next, here’s our 2025 roundup of the best true-crime podcasts. And what each one gets right when it comes to building stories people can’t stop talking about.\\n\\n1. Your Own Backyard\\n\\nFew podcasts have had a cultural impact like Your Own Backyard. What started as one man’s obsession with the disappearance of Kristin Smart led to a reopened case and, eventually, an arrest. It’s raw, sincere, and relentless in its pursuit of truth.\\nWhy listeners love it: Authentic storytelling, emotional pacing, and the sense that journalism can still matter.\\nWhat brands can learn: Purpose builds trust. Audiences connect when stories feel personal and driven by real stakes.\\n\\n2. Bear Brook\\n\\nProduced by New Hampshire Public Radio, Bear Brook unravels a decades-old cold case using DNA technology and patient reporting. It’s quiet, methodical, and unforgettable.\\nWhy listeners love it: It feels like discovering clues alongside the reporter.\\nWhat brands can learn: Great storytelling is about pacing. Let tension build naturally.\\n\\n3. Crime Junkie\\n\\nThis one’s a juggernaut. With billions of downloads, Crime Junkie has become the most-streamed true-crime show in the U.S. Its conversational tone, clear structure, and consistent weekly drops make it a comfort listen for many fans.\\nWhy listeners love it: Predictability plus personality.\\nWhat brands can learn: Repetition is a branding tool. Consistency builds emotional attachment.\\n\\n4. Morbid: A True Crime Podcast\\n\\nHosted by Alaina and Ash, this show balances humor with empathy. It’s part crime recap, part comedy therapy session — and that blend keeps fans fiercely loyal.\\nWhy listeners love it: It feels like gossiping with smart friends about wild stories.\\nWhat brands can learn: Tone matters. Finding your “voice” is as critical as finding your message.\\n\\n5. Bone Valley\\n\\nBone Valley takes you inside a wrongful conviction case in Florida and does it with a mix of sharp reporting and real compassion. It feels cinematic. It hits emotionally. You end up caring about every person involved.\\n\\nWhy listeners love it: the story unfolds like a true detective novel happening in real time. You’re piecing it together right alongside the host.\\n\\nWhat brands can learn: empathy and detail build trust. Good storytelling makes people genuinely care.\\n\\n6. Scamanda\\n\\nThis podcast tells the unbelievable true story of a woman who faked having cancer to scam her community — and it’s narrated like a Hollywood thriller.\\nWhy listeners love it: It’s proof that truth really is stranger than fiction.\\nWhat brands can learn: Every brand has its version of a twist. Use surprise to re-engage your audience.\\n\\n7. Dateline NBC\\n\\nWith decades of journalism behind it, Dateline NBC remains one of the most trusted names in crime storytelling. The podcast adaptation brings that same TV polish to your headphones.\\nWhy listeners love it: Strong structure, reliable cadence, and voice-of-authority tone.\\nWhat brands can learn: Authority still sells. Credibility and consistency make stories timeless.\\n\\n8. The Retrievals\\n\\nFrom the producers of Serial and The New York Times, The Retrievals examines a shocking medical scandal in a Yale fertility clinic. It’s haunting, humane, and masterfully edited.\\nWhy listeners love it: It explores moral grey zones with compassion.\\nWhat brands can learn: Vulnerability makes your storytelling more powerful.\\n\\n9. CounterClock\\n\\nDelia D’Ambra’s investigation into cold cases and small-town secrets is meticulously detailed and emotionally grounded.\\nWhy listeners love it: It’s a reminder that persistence pays off.\\nWhat brands can learn: Depth wins over noise. The longer you invest in one great story, the more loyal your audience becomes.\\n\\n10. Serial (Season 4)\\n\\nEven years later, Serial remains the gold standard for investigative audio. Season 4 dives into systemic justice and personal accountability — proving that the format it pioneered is still unmatched.\\nWhy listeners love it: The storytelling feels alive. You’re part of the discovery.\\nWhat brands can learn: Curiosity drives connection. Always ask the next question.\", \"url\": \"https://www.thebigpossible.com/blog/whats-the-best-true-crime-podcast-in-2025\", \"with\": [\"If you’ve ever sat there at 1 a.m. thinking “Okay, but which true-crime podcast \", \"This one’s a juggernaut. With billions of downloads, Crime Junkie has become the\", \"With decades of journalism behind it, Dateline NBC remains one of the most trust\", \"Why listeners love it: The storytelling feels alive. You’re part of the discover\"], \"without\": [\"Ready to dominate your niche?\", \"GET A FREE STRATEGY AUDIT\", \"Privacy policy\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5241", "input": "https://entrepreneur.nyu.edu/library/incubators-workspace-accelerators/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5241\", \"ground_truth_path\": \"source/test/ground-truth/5241.json\", \"ground_truth_sha256\": \"669db2de0c405480333242c1ae7bdba6a2fd4e048b1dc332d6702c7158b3e073\", \"html_path\": \"source/test/html/5241.html.gz\", \"html_sha256\": \"4b7b56c526d6f32a7a90294ad7dfa801b491d01ed641c7d4f9998c2b100df6e1\", \"page_type\": \"listing\", \"reference\": \"NYU-Affiliated Programs\\n\\nBioLabs@NYULangone:\\n\\nProvides an engaging, collaborative space, top-of-the-line research equipment, business support and acceleration programming to help startup companies reach their milestones faster.\\n\\nCatalyst NYC:\\n\\nStructured mentorship and support to prepare companies for institutional funding. Data Future Lab's 0 equity accelerator for AI, AR, VR, Cloud Computing, Computer Vision, Cybersecurity, Data & Analytics, Machine Learning, Smart Cities, and Smart Mobility pre-seed to seed stage companies.\\n\\nEndless Frontier Labs:\\n\\nFounded at NYU Stern School of Business in New York City, Endless Frontier Labs is at the intersection of world-renowned research, business leadership, and the most dynamic and innovative city in the world. The program also draws from the knowledge of talented Stern MBA students.\\n\\nGame Innovation Lab:\\n\\nBrings together faculty and students from NYU Tandon doing research focused on games as an innovation challenge. The Lab has an emphasis on the technical/engineering/science side of games and simulations.\\n\\nHospitality Innovation Hub Incubator:\\n\\nProvide all NYU affiliated travel, tourism, and hospitality startup businesses and young entrepreneurs with support in planning, launching, managing, and growing their businesses. HI Hub Incubator is part of the NYU School of Professional Studies.\\n\\nNYC Media Lab Combine:\\n\\nThe NYC Media Lab’s Combine is a venture platform to advance entrepreneurship in emerging media technology. The Combine offers a lean startup accelerator for university startups, corporate intrapreneurship programs, and executive education. Its goal is to help entrepreneurs and innovative companies take advantage of NYC Media Lab's community and the City's thriving technology ecosystem.\\n\\nStartAD:\\n\\nAnchored at NYU Abu Dhabi, startAD supports the entrepreneurship ecosystem through education initiatives and the creation of startups.\\n\\nStartED:\\n\\nThe Accelerator provides up to $170,000 in funding and mentorship. The Incubator is a year-round community for edtech entrepreneurs, faculty and students at NYU.\\n\\nUrban Future Lab:\\n\\nThe center of cleantech innovation in New York. The Urban Future Lab is leading the way to a more sustainable world by connecting people, capital, and purpose to advance market-ready solutions to address climate change.\\n\\nNon-NYU Startup Accelerators\\n\\n500Startups:\\n\\nThe 4-month seed accelerator program provides participants with mentorship, hands-on sessions with startup experts, and a shared office space with other founders.\\n\\nAcceleprise:\\n\\nA four month accelerator for teams to hone their product market fit, build momentum, and prepare for and raise their next round. Participants get access to talks and mentorship from B2B SaaS experts, hand picked advisors, events with other founders, weekly 1:1s with your local MD, and more.\\n\\nDreamit:\\n\\nA growth-focused accelerator designed for startups with market-ready products.\\n\\nERA:\\n\\nThe accelerator combines seed capital, hands-on help and a co-working location with an expert team to positively impact the trajectory of early-stage startups. ERA runs two, four-month programs per year.\\n\\nFinTech Innovation Lab:\\n\\nAnnual program run by the New York City Investment Fund and Accenture for early and growth stage companies that have developed cutting edge technology products targeted at financial services customers.\\n\\nInterplay:\\n\\nPersonalized executive education program designed to give you the basic operational skills you will need to grow through the next steps of your business. The program is very hands-on and entirely customized to the needs of each company. We don’t do classes of companies; companies start the program on their own schedule and the program is entirely bespoke, customized to each company.\\n\\nM-Corps:\\n\\nFocuses on getting founders through the Valley of Death to launch pilots, fulfill first orders, and get new cleantech products to market.\\n\\nMidtown Manhattan Small Business Development Center:\\n\\nIf you or your business reside in New York, the SBDC can maneuver you around the obstacles to success – for free! Among other things, they help their clients understand the importance of a business plan, discover sources of funding, prepare for e-commerce, identify avenues for exporting goods & services, develop marketing plans, assess an invention’s viability, and comply with licensing & regulations.\\n\\nStartUp Health:\\n\\nOrganizing and supporting a global army of Health Transformers to improve the health and wellbeing of everyone in the world.\\n\\nTechstars Equitech Accelerator:\\n\\nFor startups from any sector that are grounded in the values of diversity, led by founders from underestimated communities, or developing technologies that increase access and equity across society.\\n\\nTechstars NYC:\\n\\nHome to a thriving tech ecosystem, Techstars NYC supports a diverse group of founders with world-class resources that help them grow and scale.\\n\\nUrbanX:\\n\\nGuides founders in design, manufacturing, engineering, marketing, community building, and branding. Urban-X connects startups with the leading community of founders, investors, companies and city officials.\\n\\nXRC Labs:\\n\\nInnovation accelerator for the next generation of disruptors in the retail and consumer goods sectors.\\n\\nY Combinator:\\n\\nStartups move to Silicon Valley for 3 months, get a $120K investment, and get intense coaching to refine their pitch to investors.\\n\\nNon-NYU Co-Working Spaces\\n\\nAlley:\\n\\nAn entrepreneurial hub, where teams & individuals can grow their businesses in a supportive, collaborative environment.\\n\\nBioBAT:\\n\\nA not-for-profit research and manufacturing center at the Brooklyn Army Terminal that leases affordable wet lab and office space to expanding science and technology companies.\\n\\nFutureWorks:\\n\\nAn incubator for early- and growth-stage startups to get investor-ready to scale through expert mentorship, a series of essential workshops, and a cohort of founders.\\n\\nHarlem Biospace:\\n\\nThe first Biotech incubator of its kind in New York City to offer affordable shared wet-lab space for competitively-selected entrants.\\n\\nNYDesigns:\\n\\nDedicated to the success of design and hardware tech startups in NYC. Companies in their incubator get three years of private studio space and access to a network of mentors and advisers.\\n\\nWeWork:\\n\\nProvides shared workspace, community, and services for entrepreneurs, freelancers, startups and small businesses.\\n\\nNon-NYU Resources & Programs\\n\\nAfrotech:\\n\\nA news site, conference platform, and podcast centered around Black founders and entrepreneurs in tech, finance, and entrepreneurship.\\n\\nAll Raise:\\n\\nAmplifying female voices, accelerating their success, and creating a tech culture where women are leading, shaping, and funding the future.\\n\\nAstia:\\n\\nFounded in 1999 as a nonprofit organization, Astia, a Silicon Valley-headquartered VC fund, works globally to level the investment playing field for high-growth startups led by women.\\n\\nBackstage Capital:\\n\\nA firm that prioritizes investments to underrepresented founders, including female founders, LGBTQ+ founders, and founders of color.\\n\\nBBG Ventures:\\n\\nAn early-stage fund backing big ideas from female founders.\\n\\nBlack Girl Tech Day:\\n\\nProvides Black Female Founders in tech with an opportunity to network, learn and celebrate their unique contributions.\\n\\nBLCK VC:\\n\\nA 501(c)(3)-pending nonprofit organization that equips Black investors with the access, education, and community they need to accelerate their careers in venture capital.\\n\\nCoalition Venture Studio:\\n\\nAn ongoing initiative designed to support Black founders with expertise, resources, funding, connections, and education.\\n\\ndigitalundivided:\\n\\nFounded in 2012, Didtechnology, Inc (d.b.a digitalundivided), is a social startup with 501 (c) 3 status that merges data and heart to develop innovative programs and initiatives that catalyzes economic growth in Black and Latinx communities.\\n\\nFemale Founders Fund:\\n\\nCreated with one simple belief: women will build the companies of tomorrow. The fund is a leading source of institutional capital for female founders, having raised seed capital with over $3B in enterprise value.\\n\\nGingerBread Capital:\\n\\nInvests in the next generation of women founders and entrepreneurs leading high-growth businesses. They help women gain access to the knowledge, networks and capital they need to build and scale successful enterprises.\\n\\nHarlem Capital:\\n\\nA venture capital firm on a mission to change the face of entrepreneurship by investing in 1,000 diverse founders over 20 years.\\n\\nHBCUVC:\\n\\nDirecting how capital is formed and distributed to increase opportunities for Black, Indigenous, and Latinx innovators by developing, connecting and mobilizing the next generation of venture capital leaders.\\n\\nHearstLab:\\n\\nProvides cash investment and services to early-stage, women-led startups in North America. Their mission is to close the gap in venture capital funding for women by helping founders build healthy, sustainable and highly scalable businesses.\\n\\nPlum Alley:\\n\\nInvests in forward leaning technology and healthcare companies that improve our lives and the planet. They specialize in advanced technologies, medical breakthroughs, and women founders in STEM.\\n\\nPortfolia:\\n\\nLeads a powerful coalition of women investors for the purpose of investing in women-led startups.\\n\\nThe Black Founder List:\\n\\nAn online repository that provides transparent insight into the state of funding for Black founders.\", \"url\": \"https://entrepreneur.nyu.edu/library/incubators-workspace-accelerators/\", \"with\": [\"Structured mentorship and support to prepare companies for institutional funding\", \"Focuses on getting founders through the Valley of Death to launch pilots, fulfil\", \"Amplifying female voices, accelerating their success, and creating a tech cultur\", \"Leads a powerful coalition of women investors for the purpose of investing in wo\"], \"without\": [\"Team & Board\", \"Events Calendar\", \"Newsletter\", \"Donate\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5245", "input": "https://www.edupass.org/paying-for-college/scholarships/databases/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5245\", \"ground_truth_path\": \"source/test/ground-truth/5245.json\", \"ground_truth_sha256\": \"f844a46871c8907aa40c0ff24849ee7e660d7cc6c72f2abc103fe02b2c4a00ea\", \"html_path\": \"source/test/html/5245.html.gz\", \"html_sha256\": \"f7808a335b48ff30fb977947635bcc6c0c255a9a1fc6666b887e2435df729991\", \"page_type\": \"listing\", \"reference\": \"The best way to win a scholarship is to apply for those with criteria that fit your specific profile. But how do you find those elusive scholarships? By looking at the list for international students that we've compiled for you below!\\n\\nApplying to college as an international student can be daunting enough without thinking about how to pay for it. However, there are many companies with scholarships for prospective undergraduate students studying in the United States. International applicants, especially undergraduate students, often find it hard to find fully funded scholarships. That's why we created our list of partners that support the dreams of international students with everything from undergraduate scholarships right through to MBA funding opportunities.\\n\\nYou may also be interested in the list of scholarships for international students.\\n\\nScholarship Competitions for International Students\\n\\nAll\\n\\nScholarships for Women\\n\\nStudents Looking to Make a Difference\\n\\nStudents from Developing Countries\\n\\nStudents from Around the World\\n\\nThe Aga Khan Foundation International Scholarship provides scholarships to students from select developing countries who have no other source of financial help for their graduate studies. The scholarships are 50 percent grant and 50 percent loan.\\n\\nThe American Association of University Women offers fellowships for non-American women who want to earn a Master's or doctorate in the USA. Priority is given to women who can demonstrate commitment to the advancement of women and girls, and the scholarship may be reapplied every year of the program.\\n\\nThe Civil Society Leadership Awards offers full scholarships for Master's students from specific countries who are dedicated to fostering social change.\\n\\nConacyt provides scholarships for Mexican students pursuing post-graduate studies in institutions abroad.\\n\\nColFuturo provides scholarships for Colombian students pursuing post-graduate studies abroad.\\n\\nForeign Fulbright Student Program offers scholarships for graduate students from around the world (as well as young professionals and artists) to study in the USA.\\n\\nInternational Student has a comprehensive and searchable database of grants, scholarships, loan programs, and other information for international students.\\n\\nThe Joint Japan/World Bank Graduate Scholarship Program provides comprehensive financial coverage, including tuition, a monthly stipend, airfare, health insurance, and travel allowance, to students from developing countries who have provided support to their home country's development and who are applying for a development-related Master's program.\\n\\nMPOWER Financing offers scholarships for international and DACA students. Its Global Citizen Scholarship Program has the broadest eligibility criteria and is offered throughout the year, and niche scholarships are also available.\\n\\nThe P.E.O. International Peace Scholarship awards scholarships to women from other countries who are earning their graduate degree in the USA.\\n\\nWebsites That Allow International Students to Search for Scholarships\\n\\nThe College Board supports 7 million students each year as they prepare for college and also oversees the SAT college admission test. Their website offers scholarship and other financial aid and internship information from more than 2,200 programs.\\n\\nInternational Student specifically provides a scholarship search for international students. Its comprehensive and searchable database of grants, scholarships, loan programs and other information ensures that students from around the world have as many resources as possible to find ways to pay for college.\\n\\nFastweb provides access to 1.5 million scholarships worth $3.4 billion. Students create a profile and are able to keep track of their applications on the website.\\n\\nBuddy4Study is a scholarship search engine for Indian students applying to schools in the USA and in other countries.\\n\\nEdukasyon lists various scholarships for students from the Philippines.\\n\\nScholarships for other countries\", \"url\": \"https://www.edupass.org/paying-for-college/scholarships/databases/\", \"with\": [\"Applying to college as an international student can be daunting enough without t\", \"The Civil Society Leadership Awards offers full scholarships for Master's stude\", \"The P.E.O. International Peace Scholarship awards scholarships to women from ot\", \"Buddy4Study is a scholarship search engine for Indian students applying to schoo\"], \"without\": [\"Getting into College\", \"Should You Apply\", \"Before You Apply\", \"Don't miss important scholarship announcements and other vit\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5247", "input": "https://www.topuniversities.com/student-info/scholarship-advice/international-scholarships-study-us", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5247\", \"ground_truth_path\": \"source/test/ground-truth/5247.json\", \"ground_truth_sha256\": \"3e93ab38b6b060160f6a1f13b28fc9b20fb2d1384e80d290f477bf307ce195c8\", \"html_path\": \"source/test/html/5247.html.gz\", \"html_sha256\": \"032587a00ae8d1e2778266c2c0cae02d5ff4c104494be4b0164fdeed133e4782\", \"page_type\": \"listing\", \"reference\": \"It’s no secret that the US is one of the most expensive nations in which to pursue higher education, but don't let that put you off, as there are hundreds of opportunities to gain funding for your studies here.\\n\\nAs an international student, you won’t be eligible for funding intended specifically for US nationals. However, as US universities prioritize internationalization, the number of international scholarships to study in the US has grown. There are also some US universities that offer need-blind admission to international students.\\n\\nBelow is a selection of US scholarships for international students, some funded by the US government, some funded by private organizations and some funded by specific institutions. Good luck with your applications!\\n\\nGovernment-funded US scholarships for international students\\n\\nFulbright Foreign Student Program – Perhaps the most popular government-funded US scholarships for international students, Fulbright offers scholarships for graduate students, young professionals and artists to study in the US for one year or more. Open to international students in all fields excluding medicine.\\nHubert Humphrey Fellowship Program – This is a non-degree scholarship program for international, experienced professionals wishing to undertake 10 months of academic study in the US. Although the funding doesn’t support degree qualifications, students are able to study and develop their knowledge at academic institutions across the nation.\\n\\nNon-governmental US scholarships for international students\\n\\n#YouAreWelcomeHere Scholarship – International scholarships aimed at all overseas students studying any subject at a participating college or university in the US (of which there are 57). You should submit an essay or video demonstrate your interest and initiative in promoting intercultural learning and exchange. (The deadline for Fall 2019 entry has passed, applications will open for the 2020 round in May 2019.)\\nCivil Society Leadership Awards – Fully-funded scholarships are available for students from eligible countries to study in the US or another host country at master’s level.\\nDavid P. Shapiro Autism Scholarship – A scholarship worth US$1,000 open to current or prospective students in the US diagnosed with autism.\\nPreply Scholarship - Three winners will receive an award of up to $2,000. Open to all students (domestic and international, and at any study level) aged between 16 and 35. To enter, you'll need to submit a 500-word essay related to online education, multilingualism, and professional development.\\nSurfshark Privacy and Security Scholarship - A $2,000 prize is available to a student currently enrolled in the US or another study destination as a high school, undergraduate or graduate student. You will need to submit an essay to apply and the scholarship is open to all nationalities.\\nTortuga Backpacks Study Abroad Scholarship – Awarded twice a year to passionate international students wishing to study in the US. Worth US$1,000.\\n\\nFor Asian students:\\n\\nEast-West Center Scholarships and Fellowships – Scholarships to study in the US within selected institutions, aimed at international students from the Asia-Pacific region.\\nJapan-United States Friendship Commission – An initiative run by Japan and the US, this commission offers grant programs to Japanese students wishing to study in the US (and vice versa).\\nWesleyan Freeman Asian Scholarship Program – Scholarships for 11 exceptional Asian students to study in the US at Wesleyan University in Connecticut. Covers the full cost of tuition and student fees.\\n\\nFor Australian students:\\n\\nFulbright Program - The Australian-American Fulbright Commission offers scholarships to Australian citizens across all career stages. Awardees take part in an academic and cultural exchange, pursuing research or study at a U.S. institution, experiencing life abroad and bringing back their knowledge and experience to share with their communities in Australia.\\n\\nFor female students:\\n\\nAAUW International Fellowships – Fellowships offered by the American Association of University Women for female international students to study in the US.\\nBat and Ball Game Women’s Sports Scholarship – A scholarship offering $1,000 to a woman currently studying a sports-related degree at any US university.\\nMIT-Zaragoza Women in Logistics and SCM Scholarship – US scholarships for female students of any age, ethnicity or nationality, to study at the Zaragoza Logistics Center at MIT.\\nMore scholarships for minority female students are listed here.\\n\\nFor graduate students:\\n\\nRotary Peace Fellowships – Scholarships to study in the US awarded to master’s degree students studying within one of Rotary’s Peace Centers (such as at Duke University or the University of North Carolina at Chapel Hill).\\n\\nFor students from developing countries:\\n\\nAga Khan Foundation International Scholarship Programme – Scholarships for postgraduate international students hailing from countries in Africa.\\nMasterCard Foundation Scholarships – Scholarships for African students to study in the US and Africa.\\nFor more scholarships for students from developing regions, visit this listing.\\n\\nUniversity-specific US scholarships for international students\\n\\nAmerican University Emerging Global Leader Scholarship – Undergraduate scholarships to study in the US at American University in Washington DC. Aimed at international students who are showing leadership potential.\\nBrandeis University Wien International Scholarship Program – Funding opportunity for high-achieving students with an interest in student community contribution.\\nClark University Global Scholars Program – Scholarships of no less than US$10,000 as well as a guaranteed $2,500 taxable stipend for a paid internship are available for first-year international applicants.\\nEmory University Needs-Based Scholarship Program – Funding opportunities for international students at Emory University. Students must demonstrate financial need.\\nHarvard University Scholarships – Harvard offers a range of (very competitive) international scholarships for students from all over the globe.\\nIllinois State University International Awards – Illinois State offers tuition waivers, merit awards and graduate assistantships to incoming international students.\\nIowa State University International Merit Scholarships – Merit-based scholarship program for high-achieving international students.\\nMichigan State University International Scholarships – Various grants and scholarships for international students to study in the US at MSU.\\nNew York University Wagner International Scholarships – US scholarships to study at NYU Wagner Graduate School of Public Service.\\nUniversity of Arkansas International Scholarships – Funding opportunities for international students of varying backgrounds and nationalities.\\nUniversity of Iowa Scholarships for International First Year Students – Various scholarships for international students starting their first year in Autumn 2017.\\nUniversity of Minnesota International Scholarships – Offers a Global Excellence Scholarship, as well as the #YouAreWelcomeHere Scholarship, a renewable scholarship which offers $15,000 per year.\\nUniversity of Oregon International Scholarships – US scholarships to study at the University of Oregon, aimed at international students from around the world.\\nUniversity of Wisconsin Superior Non-resident Tuition Waiver Program – Tuition waiver for international students demonstrating financial need at the University of Wisconsin.\\n\\nFor further advice and funding opportunities, consider contacting the public affairs department at the US embassy in the capital city of your home country. Often an educational advisor will be on hand to provide you with funding resources and further scholarship information. You could also download our complete guide on How To Find Scholarships To Study Abroad.\\n\\nThis article was first published in August 2014. It was most recently updated in April 2019.\", \"url\": \"https://www.topuniversities.com/student-info/scholarship-advice/international-scholarships-study-us\", \"with\": [\"As an international student, you won’t be eligible for funding intended specific\", \"Japan-United States Friendship Commission – An initiative run by Japan and the U\", \"Clark University Global Scholars Program – Scholarships of no less than US$10,00\", \"This article was first published in August 2014. It was most recently updated in\"], \"without\": [\"Rankings Overview\", \"QS World University Rankings\", \"QS World University Rankings by Subject\", \"QS Sustainability Rankings\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5248", "input": "https://www.iie.org/scholarships-programs/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5248\", \"ground_truth_path\": \"source/test/ground-truth/5248.json\", \"ground_truth_sha256\": \"42b6da3d1491b1b1db99cc3ad6ab7ffb435203cf8e51ecc5ea52abdd083f4e38\", \"html_path\": \"source/test/html/5248.html.gz\", \"html_sha256\": \"36f458b5193b7edd30cca3df8934803ef4e7adb4fdefbb7742a82fad1485dc1b\", \"page_type\": \"listing\", \"reference\": \"Featured Program\\n\\nThe Language Flagship\\n\\nThe Language Flagship is a multiyear program designed to guide talented undergraduate students enrolled full-time at a Flagship college or university in any major(s) toward graduating with professional-level proficiency in a language critical to U.S. national security\\n\\nShowing 271 Results\\n\\nGoing Global through the Global Citizens Project Scholars program\\n\\nAbout\\n\\nIIE congratulates Northern Arizona University on receipt of the 2024 Andrew Heiskell Award for Innovation in International Education. The University widened access to international education by designing the Global Citizen Project Scholars (GCPS) program, which pools financial and administrative support from throughout campus to make international education economically accessible to all. As a benefit of receiving the Heiskell […]\\n\\nThe LMU Gilman Incentive Grant (GIG): A Bridge to Global Learning\\n\\nAbout\\n\\nIIE congratulates the Loyola Marymount University (LMU) on receipt of the 2024 Andrew Heiskell Award for Innovation in International Education. The University’s Gilman Incentive Grant represents a novel model to incentivize students and support their applications to the Gilman Scholarship. As a benefit of receiving the Heiskell Awards, IIE is publishing guest entries from each recipient institution. How does […]\\n\\nRenewing a Partnership With Data Science for Social Good\\n\\nAbout\\n\\nUNC-Chapel Hill and Eberhart Karls Universität Tübingen Created a Seed Fund for Joint Research on Emerging Technologies IIE congratulates the University of North Carolina at Chapel Hill on receipt of the 2024 Andrew Heiskell Award for Innovation in International Education. The University’s Data Science and Society Collaboration with Eberhard Karls Universität Tübingen funds multidisciplinary research […]\\n\\nResilience and Hope: The Fulbright Journeys of Two Ukrainian Scholars\\n\\nAbout\\n\\npictured above: Dr. Svitlana Babiichuk with her late husband, Yaroslav. Determined to Continue Their Work, Scholars Apply for the Fulbright Program Amid War In the face of adversity, the human spirit finds remarkable ways to persevere and triumph. Two recent Fulbright awardees from Ukraine — Dr. Svitlana Babiichuk and Dr. Ihor Serdyuk — exemplify courage, […]\\n\\nConnecting U.S. and German Students Through Virtual Exchanges and Summer School\\n\\nAbout\\n\\nYou never know what might come from a conversation with like-minded colleagues at a pub in Berlin… IIE congratulates Iowa State University on receipt of the 2024 Andrew Heiskell Award for Innovation in International Education. Designed to remove barriers to international educational exchange, the University’s Virtual Exchange+ Transatlantic Summer School empowers U.S. and German students […]\\n\\nAfter the Fall: One Scholar’s Journey to Safety and Scholarship\\n\\nAbout\\n\\nDr. Sharif Hozoori was forced to flee after the Taliban promised to “clear” universities of people dedicated to international education. Three years ago, Dr. Sharif Hozoori was living in Kabul with a growing family and fulfilling career as a vice chancellor at Afghanistan University. But on August 15, 2021, the city he called home had […]\\n\\nSudan in Focus: “Time Is Of The Essence If We Are To Avoid Lasting Negative Impact”\\n\\nAbout\\n\\nIIE Scholar Rescue Fund Supports Academics Threatened by Humanitarian Crisis in Sudan “April 14, 2023, is a date I will never forget. My family and I embarked on what we believed would be an ordinary day in Khartoum, my beloved city. It was a hot midday, and we were in the midst of shopping for […]\\n\\nThinking of Studying Abroad? Get Your Passport First!\\n\\nAbout\\n\\nFor Passport Awareness Month, the U.S. Department of State’s Bureau of Consular Affairs is providing tips for first-time and repeat travelers alike. September is Passport Awareness Month. As you start to dream about your study abroad plans or your next international vacation, make sure to have a valid passport in hand. Even if your travel […]\", \"url\": \"https://www.iie.org/scholarships-programs/\", \"with\": [\"Going Global through the Global Citizens Project Scholars program\", \"Renewing a Partnership With Data Science for Social Good\", \"After the Fall: One Scholar’s Journey to Safety and Scholarship\", \"Thinking of Studying Abroad? Get Your Passport First!\"], \"without\": [\"IIE Websites Terms and Conditions\", \"Scholarships and Fellowships\", \"Training and Capacity Building\", \"Contact Us\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "5249", "input": "https://www.nafsa.org/about/about-international-education/financial-aid-undergraduate-international-students", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5249\", \"ground_truth_path\": \"source/test/ground-truth/5249.json\", \"ground_truth_sha256\": \"f35f11a0c32749da1df48562b5e76cb3ca10ca24049898e6f09eaefcd1e60aa5\", \"html_path\": \"source/test/html/5249.html.gz\", \"html_sha256\": \"1c07c70058b14068fb5b237517a6ab104490eadbc39aa73521441f0001894dae\", \"page_type\": \"documentation\", \"reference\": \"This resource provides information primarily for students with nonimmigrant visas (F-1, J-1, etc.). Information for permanent residents of the United States is also included.\\n\\nDisclaimer: The inclusion of any websites, services, or links on this page does not constitute an endorsement or recommendation of those websites or services. NAFSA does not guarantee the accuracy, reliability, or completeness of the information provided by any external sites or services. Users are encouraged to conduct their own research and exercise their own judgment when interacting with any third-party content.\\n\\nThe Institute for International Education (IIE) reports in Open Doors 2023 that of the paid tuition and fees to attend a U.S. undergraduate institution in the 2022-23 academic year, nearly 60 percent of payments came from personal and family sources.\\n\\nMinimal scholarship aid is available to international students, and most of it is reserved for graduate study. Generally, U.S. institutions offer little, if any, discount on tuition, although both private and public institutions may waive application fees in some situations.\\n\\nEduPASS (The Smart Student Guide for Studying in the USA) also offers a comprehensive glossary of terms relevant to student financial aid.\\nFunding Factors to Consider: Calculating Cost of Attendance\\nFunding Sources\\nTax Credit Information\\nInformation for Permanent Residents\\nAdditional Web Site Resources\\n\\nFunding Factors to Consider: Calculating Cost of Attendance\\n\\nThe budgeted Cost of Attendance is a calculation of total cost by each institution that is used to determine a student’s level of financial need. It is a total of tuition, mandatory fees, room, board (where applicable), and estimated cost of books and other living expenses (and sometimes travel) for students at the particular institution. Separate determinations can be made for students living at home or independently at the institution’s discretion.\\n\\nEduPASS provides a list of costs to include in your personal budget on top of tuition, housing, and meals.\\n\\nSome specific costs to consider:\\nApplication fees\\nTest/entrance exam fees (e.g., TOEFL)\\nVisa/SEVIS fees\\nTuition and fees\\nRoom and board (accommodation and food)\\nBooks and supplies\\nTravel to the United States\\nTravel within the United States\\nHealth and medical insurance\\nPersonal expenses during term-time for on-campus accommodation (including clothing, phone charges, entertainment, and leisure); and personal expenses during term breaks for on-campus accommodation (including travel, food, extra housing fees, phone charges, entertainment, and leisure)\\n\\nNote: Types of expenses will change according to housing allocation. If you plan to live in private, off-campus housing, you should also expect to pay electricity, heating, water, and other utility expenses.\\n\\nGeographic location will impact your expenses as a result of differing costs of living. There are a number of cost-of-living calculators available on the Internet. These calculators can help you compare costs between two U.S. cities.\\n\\nYou may want to create a budget worksheet for yourself to keep track of those expenses you already know about. Download a generic sample budget worksheet (19kb ) to track each of your expenses. Consult with your university to take advantage of any available supplements or fee waivers.\\n\\nWhile there are not many ways to reduce the education costs for undergraduate international students, the following suggestions may be helpful:\\nIf you have taken International Baccalaureate (IB) or Advanced Placement (AP) courses, have these credentials evaluated to see if some of the credit can be applied to reduce time to graduation.\\nPursue on-campus employment such as serving as a resident assistant (RA) after your first year of study.\\nBegin your U.S. studies at a community college, and then transfer credit from your two-year school to a four-year institution.\\n\\nFunding Sources: Institutional Aid\\n\\nSome public and private universities offer financial incentives for students to attend their institution. Most of the institutional aid available to international students is reserved for graduate study in the form of assistantships and fellowships. Because it is uncommon for U.S. institutions to offer aid to undergraduate international students, such scholarships are often quite competitive. Remember that both private and public institutions may waive application fees in some situations; be sure to consult with your university to take advantage of any supplements or waivers they may offer.\\n\\nMerit-based scholarships are granted on the basis of special skills, talents, or abilities. Your university may have scholarships based on TOEFL scores, academic record, artistic ability, musical ability, or athletic ability. Merit-based scholarships are usually very competitive. To be considered, you will need to demonstrate exceptional ability in the area required.\\n\\nNeed-based scholarships are awarded based on financial need. Those students who can demonstrate need at a predetermined level are eligible for this type of aid.\\n\\nAcademic departments within the university may have funds allocated to assist international students with exceptional need and/or talent. Consult with your university and/or your major department to take advantage of any special funding opportunities they offer.\\n\\nFunding Sources: Scholarships and Grants\\n\\nMany scholarships for undergraduate study are available only to U.S. citizens and permanent residents. However, there are free scholarship databases as well as private, corporate, nonprofit, and government scholarship funds that serve undergraduate international students.\\n\\nSome scholarship databases charge fees to users, and other databases provide their services at no cost. In general, the same information is available from both types of database services, so it is not necessary to pay any fee. Ask in advance, and choose the database service that is free of charge. Be especially aware of dishonest scholarship offers: do not send money, bank account numbers, or credit card numbers to any organization that promises a scholarship in return. If you doubt the truthfulness of any scholarship source, consult with the admissions office or the international student office at the university to which you are applying.\\n\\nThe U.S. Department of Education offers tips and resources to protect students from dishonest organizations.\\n\\nFunding Sources: Web Sites with Multiple Scholarship Resources\\nCollege Board\\nFree online financial aid source for scholarships, grants, and loans for all college-bound students, including permanent residents and international students wishing to study in the United States.\\nScholarship Finder\\nSearchable database of scholarships, fellowships, grants and other financial aid opportunities. Sponsored by the U.S. Department of Labor.\\nEducationUSA\\nSearchable directory of special opportunities and financial aid for international students and scholars.\\nEduPASS\\nList of websites that allow international students to search for scholarships.\\nFastWeb\\nFree online scholarship search service.\\nInternational Education Financial Aid\\nFree online scholarship search service designed for international students.\\nInternational Scholarships\\nFree online scholarship database for international students wishing to study worldwide.\\nMobility International USA\\nFree online scholarship resource for non–U.S. citizens with disabilities.\\n\\nFunding Sources: Private Loans\\n\\nThough rare, there are international student loans available to individuals who meet certain criteria. Many loans require a cosigner. A cosigner is someone who guarantees and is responsible for payment to the loaning institution if for any reason you are unable to pay back the loan. A variety of organizations and institutions provide private loans to international students. Many provide assistance that is targeted to students from specific regions or countries and who meet certain criteria.\\n\\nWhen considering taking out a student loan from any private organization or institution, do thorough research and compare the rates and terms offered by various loan providers. Interest rates, repayment terms, loan maximums, and fees can vary significantly between lenders. Carefully review all terms and conditions, and strongly consider seeking advice from a financial advisor or student loan expert to ensure you make an informed decision. These preemptive steps will help secure the best possible loan for your needs.\\n\\nInterest-Free Loans\\n\\nThe Organization of American States, an international organization based in Washington, DC offers, through the Rowe Fund program, interest-free loans to competent students from Latin American and Caribbean countries to help them finance their graduate, postgraduate, and final two years of undergraduate studies at accredited universities within the United States. For more information and to download the forms, see https://www.oas.org/en/rowefund or e-mail the Rowe Fund Program at [email protected].\\n\\nFunding Sources: Personal Resources\\n\\nFamily Contribution and Personal Income\\n\\nAccording to Open Doors 2023, undergraduate international students must still rely heavily on their own personal and family sources of funding.\\n\\nEmployment Opportunities\\n\\nNonimmigrant students are not eligible to be employed in federal work-study positions, and federal regulations governing the F, M, and J nonimmigrant categories strictly limit both the kind and the amount of other kinds of work that students can do in the United States. Working without authorization in the United States is a serious matter and is considered a violation of immigration status.\\n\\nThe rules concerning nonimmigrant student employment are complex, and you should thoroughly discuss questions about eligibility for any kind of employment with the International Student Adviser on your campus before accepting any work. It is also important to understand that working on or off campus, even if it is permitted, cannot be your sole source of funding. Most jobs will provide spending money for personal expenditures at best.\\n\\nTax Credit Information\\n\\nMany of the financial resources available to undergraduate international students are deemed taxable. In some cases, international students may be exempt from paying taxes on certain forms of financial aid. These exemptions depend on visa type, duration of time in the United States, and the type of financial aid award.\\n\\nIf your home country maintains a tax treaty with the United States, you may qualify for a full refund of any taxes withheld from your financial aid award. You must file a Non-Resident tax return (1040NR) with a letter indicating that your home country holds a tax treaty with the United States. Consult with the International Student Adviser or tax office on campus to learn more.\\n\\nAccording to EduPASS, undergraduate international students are more likely to gain tax exemption if their financial aid is designated as an educational award rather than a work-related award.\\n\\nInformation for Permanent Residents: Citizenship Status\\n\\nU.S. citizens and nationals, lawful permanent residents, and refugees and asylees qualify for federal financial aid in the form of loans, grants, or work-study opportunities. There are a few additional categories that may qualify as well. As a general rule, students in a nonimmigrant category are not eligible for such aid. The U.S. Department of Education publishes a handbook with information for financial aid professionals which addresses eligibility for international students and includes fairly detailed descriptions of the statuses that do and do not qualify for federal financial aid.\\n\\nIf you are a permanent resident, you can apply for federal financial aid by completing the Free Application for Federal Student Aid (FAFSA). As a permanent resident, you may qualify for federal and state government aid, including the Stafford Loan, Perkins Loan, PLUS Loan, Pell Grant, SEOG Grant, or Federal Work-Study. The FAFSA form also helps colleges and universities determine whether a student qualifies for institutional aid.\\n\\nAdditional Web Site Resources\\nList of the world’s embassies and consulates (Embassy World)\\nInternal Revenue Service (IRS) information for foreign students and scholars\\nU.S. State Department Exchange Program information for non-U.S. citizens\\nU.S. State Department list of foreign embassies in the United States\\nU.S. State Department travel information\", \"url\": \"https://www.nafsa.org/about/about-international-education/financial-aid-undergraduate-international-students\", \"with\": [\"Disclaimer: The inclusion of any websites, services, or links on this page does \", \"Begin your U.S. studies at a community college, and then transfer credit from yo\", \"Though rare, there are international student loans available to individuals who \", \"U.S. State Department Exchange Program information for non-U.S. citizens\"], \"without\": [\"About NAFSA\", \"Marketplace\", \"Site by Unleashed Technologies\", \"Privacy Policy\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5252", "input": "https://www.internationalstudent.com/study_usa/financing/scholarships/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5252\", \"ground_truth_path\": \"source/test/ground-truth/5252.json\", \"ground_truth_sha256\": \"4d9795fabd7f665c9adf357084ad5853f7abd545e1a6715cbe73d080be5462e3\", \"html_path\": \"source/test/html/5252.html.gz\", \"html_sha256\": \"9839485f2dbb414d2fa1604b9c6d7043ddfc3da83917b080249e92e8b6401e23\", \"page_type\": \"article\", \"reference\": \"There are many resources available to students to search for scholarships, and there are also many services that charge students for either access to their scholarship database or to conduct a scholarship search on a student’s behalf. If you have the time and available resources, most of the scholarship searches can be found online for free. InternationalScholarships.com is one that offers a free scholarship search, and with a little research you can find many more out there. Take your time, do your homework and you will be able to find all the information you need.\\n\\nFor international students hoping to study in the US, scholarships can be an invaluable help toward financing your goals. Whether you are an incoming first year, a student going on to graduate school, or simply returning to college for a new year, there is financial assistance out there for you.\\n\\nAsk Your School\\n\\nNo matter where you live or attend school, your first step when searching for scholarships should be your school’s financial aid office. Most colleges offer scholarship programs specifically for international students attending the institution. Check out your school’s financial aid website, or call or email the office if you can’t find what you’re looking for.\\n\\nAm I eligible for a scholarship?\\n\\nEligibility for a scholarship depends entirely on the scholarship; there is no general rule of thumb on whether you are eligible for a financial award. Some scholarships require students to have a certain TOEFL score; some ask that you are from a certain country; some ask for you to have a certain grade point average. You will need to do your own research to see if you are eligible for a scholarship. It can be confusing, but remember that college admissions officers and financial aid experts are there to help you find as much money as you qualify for.\\n\\nHow do I apply?\\n\\nAs with eligibility, there is no set rule on how to apply for scholarships. While some just require you to complete an application form, others may require a specially written piece of work, or for you to be pursuing studies in a certain field. If you find a scholarship for which you think that you may be eligible, contact the award administrator of that award. All the scholarships found in the InternationalStudent.com Scholarship search contain contact details of the award administrator.\\n\\nFind a Scholarship\\n\\nScholarship Scams\\n\\nScholarship scams are all over the place, and as an international student you are a prime target for people trying to scam you out of money. To help you, we have created a list of things to look out for and help you spot a Scholarship Scam.\\n\\nRead the full article »\", \"url\": \"https://www.internationalstudent.com/study_usa/financing/scholarships/\", \"with\": [\"For international students hoping to study in the US, scholarships can be an inv\", \"No matter where you live or attend school, your first step when searching for sc\", \"As with eligibility, there is no set rule on how to apply for scholarships. Whil\"], \"without\": [\"USA School Search\", \"Canada School Search\", \"School Search\", \"UK School Search\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5253", "input": "https://www.goabroad.com/articles/scholarships-abroad/scholarships-for-study-abroad-around-the-world", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5253\", \"ground_truth_path\": \"source/test/ground-truth/5253.json\", \"ground_truth_sha256\": \"a96fcd28dab1f7c443635d38b9bcc1cee806491278211e94f86bcbf615fa5d76\", \"html_path\": \"source/test/html/5253.html.gz\", \"html_sha256\": \"007852ce29787d97b12434d0bbf33cb58d540703008c0b1a9310bdf75362ebc3\", \"page_type\": \"article\", \"reference\": \"With steeping increases in the costs of undergraduate education, many students are caught between an (empty-wallet) rock and a (lacking-savings-account) hard place.\\n\\nThe truth is, there are funds available for all kinds of students to study abroad. And you’re not alone: most students are hoping to find a way to study abroad for cheap. Besides, who wouldn’t want to offset semester tuition bills to instead bulk up the wine and cheese budget?!\\n\\nPsst! Need money right now? We've got you covered. Check out MyGoAbroad, where you can fill out a Scholarships & Deals Application to get instant access to savings!\\n\\nIf you just-so-happen to be a student seeking a learning experience that’s more internationally flavored, then you’ll be pleased to know that there are study abroad scholarships and grants offered by many governments, organizations, and specific universities just for you!\\n\\nThe following are a diverse selection of study abroad scholarship opportunities to get you started, whether you are a minority, graduate student, or the plain, ol’ run-of-the-mill college student:\\n\\nSummer, fall, and spring study abroad scholarships\\n\\n1. Fund for Education Abroad\\n\\nDeadline: January (fall, summer, academic year); October (spring)\\n\\nAward: $1250 - $10000\\n\\nDegree Level: Undergraduate\\n\\nThe Fund for Education abroad prides itself on providing accessible scholarships to students who are traditionally underrepresented. Students of color, first-generation, community college students, and more will be given preference in the application process. FEA also partners with many study abroad organizations, such as CAPA, AIFS, and SIT through their Access Partner Program, to reach students studying abroad through a myriad of organizations.\\n\\n2. Benjamin A. Gilman International Scholarship Program\\n\\nDeadline: March, October\\n\\nAwards:\\n\\n$3,000 (summer program)\\n\\n$4,000 (fall and spring program)\\n\\n$5,000 (academic year program)\\n\\nDegree Level: Bachelors\\n\\nSponsored by the Bureau of Educational and Cultural Affairs of the U.S. Department of State, the Benjamin A. Gilman International Scholarship program offers grants to U.S. undergraduates with limited financial means, in order to diversify the population of students going abroad. This annual competitive award is given to a limited number of recipients interested in studying or interning abroad.\\n\\n3. CIEE Study Abroad Scholarships & Grants\\n\\nDeadline: Varies by program deadline\\n\\nAward: Up to $2,000 per student\\n\\nDegree Level: Bachelors\\n\\nThe Council on International Educational Exchange offers multiple scholarships and grants aimed at providing minority students from the United States with the financial means to study abroad, as well as merit-based scholarships for funding assistance. Applicants are required to submit a range of application materials, such as an outline of academic achievements, proof of financial need, a personal statement essay, and letters of recommendation.\\n\\n4. USAC Scholarships\\n\\nDeadline: March (summer), May (fall), October (spring)\\n\\nAward: Varies\\n\\nRecipients: Bachelors\\n\\nThe University Studies Abroad Consortium (USAC) awards students who demonstrate significant financial need with scholarships to support their study abroad aspirations annually. To be eligible for these study abroad scholarships, students must enroll in USAC study abroad programs. USAC’s scholarship offerings include General Scholarships for Non-Consortium Affiliate Students, Legacy Scholarships, and Program-Specific Scholarships.\\n\\n5. The Intern Group Global Leadership Grants\\n\\nDeadline: Varies by year\\n\\nAwards: Varies\\n\\nDegree Level: Any\\n\\nIn order to promote global leadership, The Intern Group is offering four full ride grants for students and recent graduates interested in interning remotely. Typically, they offer scholarships for interning abroad in Dublin, Latin America, Australia, or Shanghai during the summer or fall. The Intern Group offers incredible six-week internship programs in each destination, giving participants the opportunity to gain essential work experience and a renewed global perspective.\\n\\n6. CEA Study Abroad Scholarships\\n\\nDeadlines: April (summer), May (fall), December (spring)\\n\\nAwards:\\n\\n$400 - $1000 (summer)\\n\\n$500 - $3000 (semester, trimester, academic year)\\n\\nDegree Level: Bachelors\\n\\nCEA is committed to changing students’ lives by providing them with essential financial aid needed to study abroad. More than two million dollars is given to students for study abroad programs each year by CEA. CEA Study Abroad scholarships are divided into three categories: merit, need, and diversity. To be eligible for these study abroad scholarships, students must enroll in CEA Study Abroad Programs.\\n\\n7. AIFS Study Abroad Scholarships & Grants\\n\\nDeadline: Varies per scholarship\\n\\nAward: $400 - $1,000; Varies per scholarship\\n\\nRecipients: Bachelors\\n\\nThe American Institute for Foreign Study awards deserving students with more than $800,000 in financial aid for study abroad annually. These funds are available for students seeking both summer and semester study programs.\\n\\nFind scholarships all around the world with SecureMyScholarship\\n\\n8. SIT Study Abroad Scholarships\\n\\nDeadlines:\\n\\nApril 1st (summer)\\n\\nMay 15th (fall)\\n\\nNovember 1st (spring)\\n\\nAward:\\n\\n$500 to $3,000 (summer)\\n\\n$500 to $5,000 (semester)\\n\\nDegree Level: Bachelors\\n\\nThe School for International Training (SIT) offers scholarship funding to qualified students interested in participating in one of SIT’s many study abroad programs around the world. SIT offers a wide range of scholarships and grants that can be applied toward the costs of tuition and housing accommodation for students during their time abroad.\\n\\n9. Critical Language Scholarship\\n\\nDeadline: November\\n\\nAward: Varies\\n\\nDegree Levels: Bachelors & Masters\\n\\nThe U.S. Department of State’s Bureau of Educational and Cultural Affairs provides American students with the opportunity to enjoy fully-funded overseas summer language and cultural immersion programs through the awarding of Critical Language Scholarships (CLS) each year. Applicants are selected based on their commitment to studying non-traditional languages abroad, including Arabic, Japanese, Swahili, and Russian. The Critical Language Scholarship is only open to American undergraduate and graduate students.\\n\\n10. Golden Key Scholarships\\n\\nDeadline: Varies Per Scholarship\\n\\nAward: Varies\\n\\nDegree Level: Bachelors & Masters\\n\\nThe Golden Key Scholarship is an education-based scholarship awarded to qualified individuals with outstanding academic, leadership, and service achievements. Each year, the Golden Key International Honor Society offers $1,000,000 of scholarship awards to both undergraduate and graduate students. The objective of this scholarship is to give students the opportunity to develop their professional skills in an international environment.\\n\\n11. American Association of University Women Fellowships & Grants\\n\\nDeadline: November, December\\n\\nAward: Varies\\n\\nDegree Level: Bachelors\\n\\nThe American Association of University Women (AAUW) has a long history of empowering women, not only in the United States, but all over the globe. AAUW is one of the biggest funding sources for graduate women all over the the world, providing more than three million dollars in funding to outstanding women through more than 200 fellowship and grants annually.\\n\\n12. Corinne Jeannine Schillings Scholarships\\n\\nDeadline:\\n\\nMay (summer, fall, academic year)\\n\\nDecember (spring)\\n\\nAward: $1,000\\n\\nDegree Level: Bachelors\\n\\nThe Corinne Jeannine Schillings Foundation provides both Silver and Gold Scholarships to girl scouts who have a desire to study abroad when they reach university. This “Travel Study” scholarship award is open to girl scouts pursuing any undergraduate area of study, major, or minor courses.\\n\\n13. Tortuga Backpacks Study Abroad Scholarship\\n\\nDeadlines:\\n\\nApril (fall semester)\\n\\nNovember (spring semester)\\n\\nAward: $1,000 & a Tortuga travel backpack\\n\\nDegree Level: Bachelors\\n\\nTortuga Backpacks provides study abroad funding to students with a desire to take amazing extracurricular trips while studying abroad. This scholarship is awarded biannually to qualified American undergraduate students, as well as students who have a U.S. visa, who are interested in exploring more of the world during their international program.\\n\\n14. Coca-Cola Scholars Foundation Scholarship\\n\\nDeadline: October\\n\\nAward: Varies\\n\\nDegree Level: High School Seniors\\n\\nTo commemorate the centennial anniversary of Coca-Cola, the company established the Coca-Cola Scholars Foundation, to carry out their mission to provide students with the opportunity to make a difference in the world and experience lifelong enrichment because of their international experiences. Administered by Phi Theta Kappa, the Coca-Cola Scholars Foundation Scholarship is an achievement-based award available to graduating high school seniors in the United States with excellent academic performance and outstanding leadership who have had a significant impact on their local community.\\n\\n15. Generation Google Scholarship\\n\\nDeadline: Varies Annually\\n\\nAwards:\\n\\n10,000 USD (for study in the U.S.)\\n\\n5,000 CAD (for study in Canada)\\n\\nDegree Level: High School Seniors & Bachelors\\n\\nWhile continuing to break down barriers by inspiring and helping students to become the future of the technology industry, Google established the Generation Google scholarship in order to fund study abroad for American and Canadian students who aspire to become the best computer scientists of their generation. This award is open to all current high school seniors and university students from Canada and the U.S.\\n\\n16. Fulbright U.S. Student Program\\n\\nDeadline: August-October (varies by campus)\\n\\nAward: Varies\\n\\nDegree Levels: Masters, Young Professionals, & Recent Graduates\\n\\nThe Fulbright U.S.Student Program provides grants to selected individuals to work, live, and learn for one academic year in a foreign country. There are two types of grants provided by the Fulbright U.S. Student Program: Study/Research and English Teaching Assistant. This Fulbright grant is open to graduate students, recent graduates, and young professionals in the United States. The total number of grants distributed each year depends on the availability of federal appropriated funds.\\n\\n17. Rotary Foundation Global Scholarship Grants\\n\\nDeadline: Varies\\n\\nAward: $30,000\\n\\nDegree Level: Masters\\n\\nThe Rotary Foundation has been a pillar in humanitarian activities, whether related to local service projects or global initiatives, for decades. The Rotary’s Global Grants program offers support to students pursuing graduate-level coursework or research in the fields of: Peace and Conflict Resolution, Disease Prevention and Treatment, Water Sanitation, Maternal and Child Health, Education and Literacy, and Community and Economic Development.\\n\\n18. Erasmus Mundus Scholarships\\n\\nDeadline: January\\n\\nGrant: Varies\\n\\nDegree Levels: Masters & PhD\\n\\nFunded by the European Union, the Erasmus Mundus Scholarship is an exclusive award for masters or doctoral students of the EU. Its aim is to enhance the quality of higher education and promote understanding between diverse peoples and cultures across the globe.\\n\\n19. Chevening Scholarships\\n\\nDeadline: November\\n\\nAward: Varies (full funding)\\n\\nDegree Level: Masters\\n\\nThe UK government established the Chevening Scholarship program in 1983 to support the development of future global leaders. Funded by the Foreign and Commonwealth Office (FCO), the Chevening Scholarship provides recipients worldwide with the unique opportunity to develop their potential, both academically and professionally, at any UK university. This scholarship is open to graduate students working on their master’s degree in any subject.\\n\\n20. Australia Awards Scholarships\\n\\nDeadline: Varies Per Award\\n\\nAward: Varies\\n\\nDegree Levels: Bachelor, Masters, & PhD\\n\\nAdministered by the Australian Department of Foreign Affairs and Trade, the Australia Awards Scholarship is a long-term development award that provides students from developing countries with the opportunity to undertake full-time study in any participating Australian institution at the undergraduate, graduate, and postgraduate level.\\n\\n21. IES Abroad\\n\\nDeadline: Summer - April 1; Fall/Academic Year - May 1; Spring/Calendar Year/January Term - November 1\\n\\nAwards:\\n\\nUp to $5,000 for semester students\\n\\nUp to $1,000 for summer students\\n\\nDegree Level: Bachelors\\n\\nIES Abroad commits $5 million in study abroad scholarships and aid because we firmly believe that financial limitations should not prevent a qualified student from participating in an IES Abroad program. With a single application you can apply for all IES Abroad scholarships and aid that you are eligible for. Types of financial aid and scholarships offered include: need-based aid, location and major focused scholarships, diversity scholarships, summer internship scholarships, as well as grants for students attending a public university, Boren & Gilman scholarship recipients, and students with disabilities.\\n\\n22. Swedish Institute Scholarships for Global Professionals\\n\\nDeadline: Varies\\n\\nAward: Varies\\n\\nDegree Level: Masters\\n\\nFunded by the Ministry for Foreign Affairs of Sweden and administered by the Swedish Institute, the Swedish Institute Study Scholarship (SISS) aims to develop global leaders. An estimated 300 scholarships are given to qualified graduate applicants each year. The scholarship covers tuition fees, living expenses, and insurance for scholars studying at a Swedish institution.\\n\\n23. VLIR-UOS Awards Scholarships\\n\\nDeadline: Varies\\n\\nAward: Various Expenses Covered\\n\\nDegree Level: Masters\\n\\nVLIR-OUS aims to make a difference by looking for innovative responses to global and local challenges. With this objective in mind, VLIR-UOS hopes to strengthen globalization of higher education institutions in Flanders, Belgium by awarding scholarships to foreign students and professionals. This scholarship program is open to applicants from 31 countries in Africa, Asia, and Latin America. Scholars will have the opportunity to participate in English-taught training programs or pursue master’s degrees at any accredited Belgian academic institution.\\n\\n24. The NextGen Scholarship\\n\\nDeadline: March\\n\\nAward: $1,000\\n\\nDegree Levels: High School Seniors & Bachelors\\n\\nThe NextGen Scholarship was created to help international or American students, whether high school seniors or those pursuing undergraduate degrees, complete higher education degree programs in the United States. Every year, one scholar is awarded based on merit and financial need.\\n\\n25. Global Experiences Scholarships\\n\\nDeadline: Varies\\n\\nAward: Varies\\n\\nDegree Level: Bachelors\\n\\nGlobal Experiences scholarships are available for any term and range from funding for women or underrepresented students to students who embody their core values best. With internships in key cities all over the world, it is worth checking out Global Experiences programs, especially when you could end up participating at nearly no cost to you!\\n\\n26. Shanghai Government Scholarships\\n\\nDeadline: Varies\\n\\nAward: Varies\\n\\nDegree Levels: Bachelor, Masters, & PhD\\n\\nThe Shanghai Municipal Education Commission aims to further develop international education and attract international students to Shanghai, China by providing them with financial resources. Therefore, in 2005, the commission establish the Shanghai Government Scholarship (SGS). Qualified international students interested in pursuing a higher education in an academic institution in Shanghai will have the opportunity to receive three different types of scholarships: Class A (full scholarship for graduate students), Class B (partial scholarship for undergraduate and graduate students), or Class C (Excellent Student Award) scholarship.\\n\\n27. Korean Government Scholarship\\n\\nDeadline: TBA\\n\\nAward: Various Expenses Covered\\n\\nDegree Levels: Bachelor, Masters, & PhD\\n\\nIn order to increase ties and relationships throughout the world, the National Institute for International Education of South Korea offers foreign university students from countries with bilateral cultural agreements with South Korea the opportunity to study abroad in Korea. The Korean Government Scholarship Program (KGSP) aims to support future global leaders by promoting real international education.\\n\\n28. Japanese Government Scholarship\\n\\nDeadline: Annual\\n\\nAward: Varies\\n\\nDegree Levels: Bachelor, Masters, & PhD\\n\\nEstablished in 1954, the Japanese Government (Monbukagakusho) Scholarship program has helped thousands of international students pursue higher education in Japan. Supporting students pursuing undergraduate as well as master's degrees, research, and various other training programs in Japan, this scholarship is open to students from around the world.\\n\\n29. The Bridging Foundation Scholarship\\n\\nDeadline:\\n\\nApril (fall)\\n\\nOctober (spring)\\n\\nAward:\\n\\n$2,500 (semester study)\\n\\n$4,000 (academic year study)\\n\\nDegree Level: Bachelors\\n\\nThe United States-Japan Bridging Foundation, through collaboration with the Bridging Project Clearinghouse at the American Association of Teachers of Japan, awards scholarships to U.S. undergraduate students who want to study in Japan for a semester or a full academic year. Approximately 100 scholarships are awarded to applicants demonstrating a strong interest in a higher education in Japan and a demand for financial assistance annually.\\n\\n30. Asia Exchange Scholarships\\n\\nDeadline: Varies\\n\\nAward: Varies\\n\\nDegree Level: Bachelors\\n\\nAwarded twice a year, the Asia Exchange Scholarships offer students in target countries with the opportunity to pursue undergraduate study at a university or college in Asia. This scholarship program can be used for studying abroad at 12 universities in Asia.\\n\\n31. German Academic Exchange Service (DAAD) Scholarship\\n\\nDeadline: Varies\\n\\nAward: Varies\\n\\nDegree Levels: Bachelor, Masters, & PhD\\n\\nThe German Academic Exchange Service (DAAD) offers a wide range of scholarships for Canadian or American students who want to pursue study or research in Germany. Scholarships are competitive and range from support for short term programs to monthly financial support for the duration of a German degree program.\\n\\n32. Eastern European Study Abroad Scholarships\\n\\nDeadlines:\\n\\nMarch 1st (fall semester)\\n\\nOctober 15th (spring semester)\\n\\nApril 1st (summer semester)\\n\\nAward: up to $2,500\\n\\nDegree Level: Bachelors\\n\\nEastern European Study Abroad (EESA) offers merit and need-based scholarships to students interested in studying abroad with EESA who are financially disadvantaged. Applicants must submit an essay answering a required question and meet minimum GPA requirements to be eligible for EESA Scholarships.\\n\\n33. SSA Scholarships\\n\\nDeadlines:\\n\\nMay 15th (fall semester)\\n\\nOctober 15th (spring semester)\\n\\nApril 15th (summer semester)\\n\\nAward: Varies\\n\\nDegree Level: Bachelor\\n\\nSSA provides Spanish language focused study abroad programs in multiple Spanish-speaking countries around the world. Their scholarship programs provide financial aid opportunities for undergraduates interested in pursuing international programs in Spain, Argentina, and Cuba. The SSA scholarship program offers two types of awards: merit-based and diversity.\\n\\n34. Otago Polytechnic Scholarships\\n\\nDeadline: Varies\\n\\nAward: Varies\\n\\nDegree Levels: Bachelor & Masters\\n\\nOtago Polytechnic is the leading polytechnic institute of higher education in New Zealand. In order to achieve the Otago Polytechnic’s goal of becoming a leading academic institution on an international level, the school offers multiple scholarships to local and international students covering a wide range of fields.\\n\\n35. The School for Field Studies (SFS) Endowed Scholarships\\n\\nDeadline: Varies\\n\\nAward: Varies\\n\\nDegree Level: Bachelors\\n\\nThe School for Field Studies provides a range of scholarship opportunities thanks to numerous alumni and donors who have created lasting legacies through endowed scholarship funds. Six scholarships are offered to international students in need of financial support to attend the School for Field Studies.\\n\\n36. American Research Center in Egypt Fellowships\\n\\nDeadline: Varies\\n\\nAward: Varies\\n\\nDegree Level: PhD\\n\\nFellowships provided by the American Research Center in Egypt (ARCE) offer pre-doctoral and post-doctoral applicants in the United States the chance to profoundly expand their knowledge of Egypt and the Near East through study and research in Egypt. The ARCE’s annual fellowships are made possible by partnerships with the Ministry of Antiquities and the Ministry of Higher Education in Egypt. ARCE offers three types of fellowships that are awarded to more than 10 applicants annually.\\n\\n37. NL Scholarship\\n\\nDeadline: February or May; varies by institution\\n\\nAward: € 5,000\\n\\nDegree Levels: Bachelors & Masters\\n\\nStudy in Holland promotes international education programs to Dutch students while providing resources and guidance for incoming international students. The Holland Scholarship is provided by Study in Holland and financed by the Dutch Ministry of Education, Culture, and Science as well as multiple research universities based in the Netherlands. The Holland Scholarship offers funding for non-European Economic Area (EEA) students that wish to study in Holland. Applicants should be in their first year of undergraduate or graduate studies.\\n\\n38. University of Bologna (UNIBO) Study Grant\\n\\nDeadline: March, April, or May (depending on your qualification)\\n\\nAwards: € 11,000\\n\\nDegree Levels: Bachelors & Masters\\n\\nForty international applicants are awarded with study grants by the University of Bologna each year. Study grants are awarded based on students’ SAT and GRE test scores and online application submission. Only students who wish to register for the university’s First Cycle, Second Cycle, or Single Cycle degree programs are eligible for the grants.\\n\\n39. Monash International Merit Scholarship\\n\\nDeadlines:\\n\\nMarch 15th\\n\\nApril 15th\\n\\nJune 12th\\n\\nOctober 15th\\n\\nNovember 15th\\n\\nAward: Up to $50,000 ($10,000 per year)\\n\\nDegree Levels: Bachelors & Masters\\n\\nMonash University offers more than 30 annual scholarships to outstanding international undergraduate and graduate degree seeking students. Students from any country can apply for scholarships. Scholars are selected based on academic achievement and a 500-word application statement.\\n\\n40. Boren Scholarships and Fellowships\\n\\nDeadline:\\n\\nJanuary (fellowships), February (scholarships)\\n\\nAward:\\n\\n$8,000 (8-11 weeks, available for STEM students only)\\n\\n$12,500 (semester program)\\n\\n$25,000 (academic year program)\\n\\nDegree Level: Undergraduate\\n\\nThe annual scholarships of the National Security Education Program provides fundings to undergraduate students from the U.S. to study less popularly studied, minority world languages. Promoting linguistic and cultural immersion, this award program aims to support students focusing on language studies that are critical to U.S. national security. Boren Scholars can choose to study abroad in their country of choice, excluding nations within Western Europe as well as Canada, Australia, and New Zealand. In exchange for funding, scholars must commit to working in the federal government for at least a year after graduation.\\n\\nBONUS: 5 tips to help you win study abroad scholarships\\n\\n1. One scholarship, one application.\\n\\nAvoid the temptation to mass-apply for multiple scholarships. You need to create individualized, unique cover letters for each and every scholarship that you apply for. Sure, you can reuse certain content or rearrange your resume in similar ways, but in general, make sure your application is unique each and every time.\\n\\n2. Describe your life after study abroad.\\n\\nMany students fail to recognize their semester or summer of studying abroad as a smaller piece to their life puzzle; however, life will go on after you return. How do you anticipate being different? How do you plan to incorporate the lessons you learn while abroad onto your university campus or into your life in your home communities? Educators geek out over students that are willing to discuss bigger picture connections.\\n\\n3. Connect it to your heritage.\\n\\nIf you are going to a region or continent that is linked to your family history, why not use your study abroad experience as a way to get better acquainted with your second, third, and fourth cousins? These experiences are once-in-a-lifetime and add unique depth to your overall time abroad.\\n\\n4. You don’t have to be a pro-athlete or star of the decathlon team.\\n\\nLet’s be honest: study abroad scholarship judges were probably not the end-all, be-all of their college campuses. Average joe’s are welcome. The key is to highlight your best qualities and demonstrate your passion for cross cultural interactions.\\n\\n5. Apply for multiple scholarships.\\n\\nIt may be hard to stomach, but don’t count on a single application to score a fully funded study abroad program. Apply early, and apply often. The more times you throw your name into the ringer, the more likely you are to score a sweet, sweet study abroad scholarship.\\n\\nWin study abroad scholarships for travel!\\n\\nNow, hop to it! Here's how to apply for study abroad scholarships without wasting your time, and if you're really keen to save those minutes...\\n\\nMake your very own MyGoAbroad profile to help you find and compare study abroad programs today!\", \"url\": \"https://www.goabroad.com/articles/scholarships-abroad/scholarships-for-study-abroad-around-the-world\", \"with\": [\"The truth is, there are funds available for all kinds of students to study abroa\", \"13. Tortuga Backpacks Study Abroad Scholarship\", \"32. Eastern European Study Abroad Scholarships\", \"Apply for multiple scholarships\"], \"without\": [\"How it Works\", \"Get Program Matches\", \"Home\", \"Program Types\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5261", "input": "https://www.startupmke.org/coworking", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5261\", \"ground_truth_path\": \"source/test/ground-truth/5261.json\", \"ground_truth_sha256\": \"b3cba527fc04950f9ac18af49624f1bc1b524d8350f0d7e46f580152d62361e7\", \"html_path\": \"source/test/html/5261.html.gz\", \"html_sha256\": \"9f8090670e8027ec57a9e65ffa6cf0e352a423d0f3b78d9df8acc3919ae8b754\", \"page_type\": \"listing\", \"reference\": \"Are you looking for a place for your startup to work in Southeast Wisconsin? Here are a few places…\\n\\nMilwaukee Unbound Coworking -- Milwaukee, WI\\nA space for Creative Entrepreneurs\\n347 E. Ward Street, Milwaukee, WI\\nContact: Zachary Lifton, unbound@binderymke.com Phone: 414-482-3630\\n\\nAtmosphere Collaborative Space – Racine, WI\\n829 Wisconsin Avenue, Racine, Wisconsin 53403\\nContact: Jessica Omelian, Hello@atmosphereracine.com\\n\\nIronwood - Glendale, WI\\n 5215 N. Ironwood Rd, Glendale, WI 53217\\nContact: Paul Smith, Paul@outlookmgmt.com, Phone: 414-418-4595\\n\\nLaunch Box Coworking - Racine, WI\\n901 Pershing Park Drive, Racine, WI\\nContact: Thalia Mendez, mendezt@gtc.edu, Phone: 262-898-7404\\n\\nMalama Doe - Shorewood, WI\\nA coworking space for women located in Shorewood.\\n4465 N. Oakland, Suite 201, Shorewood, WI 53211\\nContact: Sheila Long, sheila@malamadoe.com, Phone: 414-491-8238\\n\\nMKE Studio Share - Milwaukee, WI\\nA co-working space for photographers.\\n2018 S. 1st St., Suite 422, Milwaukee, WI 53207\\nContact: Danielle Stoddard, info@mkestudioshare.com\\n\\nMKE Co-Work - West Allis, WI\\nA coworking space for Entrepreneurs.\\n7311 W Greenfield Ave, West Allis, WI 53214\\nContact: Matt Maurice, Hello@mkecowork.com, Phone: (414) 301-1183\\n\\nSerendipity Labs – Wauwatosa – Wauwatosa, WI\\n11220 West Burleigh Street, Suite 100, Wauwatosa, WI 53222\\nContact: Brittany Dubinsky, wauwatosa@serendipitylabs.com, Phone: 262.204.0877\\n\\nSpaces – Milwaukee, WI\\n1433 North Water Street, Suite 400 and 500, Milwaukee, WI 53202\\nContact: Jarrod Mikulecky, Jarrod.Mikulecky@regus.com, Phone: 414-629-2867\\n\\nTHE HIVE\\n720 N Milwaukee St., Suite 300 & 770 N Jefferson St., Suite 230, Milwaukee, WI\\nContact: Alexis Henningsen, lhenningsen@thehivemke.com\\n\\nTHE VIBE – Milwaukee, WI\\nA community-oriented affordable, entrepreneurial co-working office space.\\n518 E. Concordia Ave., Milwaukee, WI 53212\\nContact: Temo Rodriguez, TheVIBE@riverworksmke.org, Phone: 414.882.7432\\n\\nWARD 4 - Milwaukee, WI\\n333 N Plankinton, 2nd Floor, Milwaukee, WI 53203\\nContact: Kenzi Enright, kenzi@ward4mke.com\\n\\nWorkLofts - Milwaukee, WI\\n2140 North Prospect Avenue, Milwaukee, WI 53202\\nContact: Joyce Smyth Keehn, manager@workloftsmke.com, Phone: 414-385-9200\\n\\nWorkspace @ Bishop Woods - Brookfield, WI\\n250 N Sunnyslope Rd; Suite 200, Brookfield, WI 53005\\nContact: Sean Mannion, sean@workspaces.us, Phone: 414-737-3644\", \"url\": \"https://www.startupmke.org/coworking\", \"with\": [\"Milwaukee Unbound Coworking -- Milwaukee, WI\", \"Contact: Sheila Long, sheila@malamadoe.com, Phone: 414-491-8238\", \"Contact: Alexis Henningsen, lhenningsen@thehivemke.com\", \"250 N Sunnyslope Rd; Suite 200, Brookfield, WI 53005\"], \"without\": [\"Startup Funding Guide\", \"Back to Top\", \"Startup Milwaukee\", \"Coworking Space Directory\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5263", "input": "https://mkecowork.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5263\", \"ground_truth_path\": \"source/test/ground-truth/5263.json\", \"ground_truth_sha256\": \"31dafecbdf45b7bdd58e1b2608f0ca383169301b381d96d4552d142ab2343e02\", \"html_path\": \"source/test/html/5263.html.gz\", \"html_sha256\": \"11c3473a69da364fd6556510b92afa402478bdfcadf72fec1fb45492e1ab3d08\", \"page_type\": \"service\", \"reference\": \"Just need a spot to work on a laptop? Great, membership is perfect. Growing and need your own office but can't afford to get your own property? We have multiple different size offices that can grow as your business demands change!\\n\\nLook, coffee shops are cool for a while but at some point, you need a professional spot to call your own; one you can meet clients and bump shoulders with like-minded folks.\\n\\nWe Heart Small Business\\n\\nYou don't have to spend thousands of bucks a month to get access to a top notch office space.\\n\\nPLAN PRICE\\nMEMBERSHIP OPTIONS Day Pass $30/Day\\nMEMBERSHIP OPTIONS 24/7 Access $100/Month\\nCONFERENCE ROOMS 4 Person Room $40/Hour\\nCONFERENCE ROOMS 5 Person Room $40/Hour\\nCONFERENCE ROOMS 7 Person Room $60/Hour\\nCONFERENCE ROOMS 20 Person Room $150/Hour\\nCONFERENCE ROOMS Garage/Courtyard $200/Hour\\nPRIVATE ROOMS Contact Us for Details hello@mkecowork.com\\nDiscounts available for recurring meetings and events.\\n\\nAmenities\\n\\nFiber Internet\\n\\nFull Kitchen\\n\\nRemote Access\\n\\nMastermind Deck\\n\\nModern Furniture\\n\\nSurveillance Security\\n\\nMastermind Events\\n\\nWeekly Cleaning Service\\n\\nUtilities & Maintenance\", \"url\": \"https://mkecowork.com/\", \"with\": [\"Look, coffee shops are cool for a while but at some point, you need a professional spot to call your own\", \"PRIVATE ROOMS Contact Us for Details hello@mkecowork.com\", \"Discounts available for recurring meetings and events.\", \"Fiber Internet\"], \"without\": [\"© 2026 MKE CoWork\", \"Book a Conference Room\", \"Member Login\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5264", "input": "https://www.ward4mke.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5264\", \"ground_truth_path\": \"source/test/ground-truth/5264.json\", \"ground_truth_sha256\": \"d7bb5a1734a447673546b9e10f164ca92a6e4b5dd1e13c1c0823fc1a97842b4a\", \"html_path\": \"source/test/html/5264.html.gz\", \"html_sha256\": \"49cae6d97af6ecde3b0bd9c895f121ea3ac626f0f7481da60e26effaee4d708d\", \"page_type\": \"service\", \"reference\": \"Where driven professionals\\n\\nwork together in an innovative\\n\\ncommunity.\\n\\nWard4 provides amazing office and coworking spaces to entrepreneurs, start-ups, venture capital-backed companies, small to mid-sized businesses, global corporations and innovative technologists. An alternative to traditional commercial office space, Ward4 provides companies a powerful operating platform combining the best tech connectivity with corporate spaces that are industrial, collaborative and full of community.\\n\\nWorkspace\\n\\nSpecialized, flexible office spaces designed to fit your business. Private suites, private offices, individual memberships and conference rooms are offered. Scale up or down as your business needs change.\\n\\nLearn More →\\n\\nEvents\\n\\nOur unique and innovative spaces make Ward4 the ideal location for events ranging from private meetings, staff meetings and corporate events to simply networking over cocktails.\\n\\nBook An Event→\\n\\nCommunity\\n\\nThe physical space and our members themselves both create a driven and innovative community bursting with entrepreneurial spirit. A lighthouse for innovation, and a destination in Milwaukee's growing tech scene.\\n\\nOur Members→\\n\\nMember Benefits\\n\\nOur members enjoy 24/7 access to the space along with all amenities necessary to become a part of Milwaukee's thriving entrepreneurial ecosystem.\\n\\nWhat's included→\", \"url\": \"https://www.ward4mke.com/\", \"with\": [\"Specialized, flexible office spaces designed to fit your business.\", \"The physical space and our members themselves both create a driven and innovative community\", \"Our members enjoy 24/7 access to the space\", \"Ward4 provides amazing office and coworking spaces to entrepreneurs\"], \"without\": [\"Our Mission\", \"Back to Top\", \"Ward4, 313 North Plankinton Avenue, Milwaukee, WI, 53203, United States\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5266", "input": "https://eu.jsonline.com/story/money/business/onramp/2018/01/23/looking-place-work-here-9-co-working-spots-around-milwaukee/1043688001/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5266\", \"ground_truth_path\": \"source/test/ground-truth/5266.json\", \"ground_truth_sha256\": \"e5f0de822aff51e8f5f334eebe77819a34d57b3409bc02254d5b010099176a13\", \"html_path\": \"source/test/html/5266.html.gz\", \"html_sha256\": \"5a7d86bc8388e0e44ce8b93c2a83ed0deb4b7b0382caa828b96fab2ecd87c901\", \"page_type\": \"article\", \"reference\": \"Entrepreneurs and remote workers are driving the need for co-working spaces where you can rent a desk, or a few, for a growing business.\\n\\nIn the Milwaukee area, a handful of new co-working spaces have opened in the past year dedicated to entrepreneurs, women business owners and water technology. The number of co-working spaces worldwide has more than doubled in the past three years, according to an Emergent Research report. The small business research firm predicts the number of co-working spaces worldwide will double again by 2022.\\n\\nWhether you're turning a side hustle into a full-time gig or you're a digital nomad who needs to get out of the house, here are nine co-working spaces around Milwaukee. All have vacancies.\\n\\n5Wise\\n\\nA self-governing co-working space on National Ave., 5Wise, is a low-cost and flexible option. A membership to 5Wise is $50 a month. Additional memberships can be added on for $25 a month. It offers month-to-month memberships and opened last summer.\\n\\nMembers have 24/7 access to the co-working space and can reserve the meeting areas. High-speed internet, basic office supplies and printing are included. 5Wise also has Chromebooks and other technology for members' use. Coffee, tea and Hamm's beer are also stocked.\\n\\nWebsite: 5wise.co\\n\\nAddress: 3524 W. National Ave.\\n\\nHudson Business Lounge\\n\\nIn the heart of Milwaukee's Historic Third Ward, the Hudson Business Lounge has some of the most expansive options. Yes, it has desks and offices for rent. There are long tables, standing tables, cubicles and phone booths. Meeting rooms — from a solo office to a 15-person conference room — also are bookable by the hour. The Hudson sets itself apart with event space, a cafe and catering options.\\n\\nThe Hudson has a lot of different options for using its space, from a basic day pass ($29) to an unlimited monthly membership ($269 to $459). Members have access to the work center during operating hours, coffee, Wi-Fi, printing and social events.\\n\\nWebsite: thehudson.org\\n\\nAddress: 310 E. Buffalo St.\\n\\nIronwood\\n\\nThe Ironwood has 15 spaces that range in size from a one-person office to a multi-desk space. All the offices are private but enclosed with glass. The smallest is 150 square feet while the largest is 3,500.\\n\\nRent includes printing, access to conference rooms, Wi-Fi and an open kitchen with pastries brought in daily. Tenants can sign short-term leases and enter as they please. The building has parking spots. In some rooms, a desk rental goes for $200 a month, while a private office is $600 a month. A four-person office costs $1,600.\\n\\nWebsite: ironwoodoffice.com\\n\\nAddress: 5205 N. Ironwood Road, Glendale\\n\\nMalamaDoe\\n\\nMalamaDoe isn't trying to be fancy — it wants to be accessible for women and encourage their business dreams. MalamaDoe in Shorewood is a community for female entrepreneurs with a co-working space. The idea is to support women entrepreneurs and help launch their businesses. Membership costs between $150 and $180 a month. I t comes with a key for 24/7 access. MalamaDoe, which opened in the spring of last year, is just for women.\\n\\nMembers can use the Wi-Fi, conference rooms, a greenscreen wall and whiteboards. In meeting its goal of supporting female entrepreneurship, MalamaDoe hosts guests speakers and its members are automatically a part of the Shorewood Business Improvement District.\\n\\nWebsite: malamadoe.com\\n\\nAddress: 4465 N. Oakland Ave., Suite 201, Shorewood\\n\\nOasis Coworking Community\\n\\nThe Oasis Coworking Community housed within the Global Water Center is built for businesses focused on water technology. The center has eight reserved desks and four shared desks with plans to expand the co-working community. A shared desk is $250 a month, while a reserved desk is $325 a month.\\n\\nRenting space in Oasis comes with high-speed internet, printing, storage and mail services. Since it's housed within the Global Water Center, renters also can use the auditorium and meeting rooms. Tenants can access the space 24/7.\\n\\nWebsite: thewatercouncil.com/oasis\\n\\nAddress: Global Water Center, 247 W. Freshwater Way\\n\\nThe Hive\\n\\nA downtown co-working space that opened last fall, The Hive, is looking to help shape the startup scene in Milwaukee. The Hive has four private offices and five shared desks in addition to common areas and meeting rooms. Membership includes printing, coffee, Wi-Fi, snacks and beer.\\n\\nThe Hive offers month-to-month plans starting at $200 a month for 24/7 access. A dedicated desk plan starts at $275 a month and a private office is $550 a month. Day passes to work in The Hive are $15. Right now, it's offering a 10-pack of single day passes for $125.\\n\\nWebsite: thehivemke.com\\n\\nAddress: 720 N. Milwaukee St.\\n\\nWard4\\n\\nWard4 was founded to be a destination for innovation and technology in Milwaukee. It houses the startup accelerator gener8tor. Members have 24/7 access to Ward4, event space and meeting rooms. Ward4 also has projectors, whiteboards and printing services. Members get a mailing address, too.\\n\\nMembership is $250 a month with a yearlong contract or $300 for a month-to-month deal. Members can get a single desk, a private office or an entire suite. Day passes for single desks are $30.\\n\\nWebsite: ward4mke.com\\n\\nAddress: 313 N. Plankinton Ave., Suite 205\\n\\nWater Street office and co-working\\n\\nThis downtown space has some of the larger offices in Milwaukee's co-working scene. Right on Water St., it has a combination of private offices and co-working desks. The offices range in size from a single desk to six-user mini-suites.\\n\\nRent starts at $449 a month and goes up to $1,999 a month. The rental fees include internet, phone, a receptionist, conference room use and even a \\\"never-ending fruit table.\\\" The building also has parking spots available for $50 a month.\\n\\nWebsite: s implefastflexible.com\\n\\nAddress: 1123 N. Water St.\\n\\nWorkspace\\n\\nWorkspace in Brookfield has month-to-month options for entrepreneurs looking for a place to work and access to experts. Members get 24-7 access to Workspace, its conference rooms, Wi-Fi, printing and other services.\\n\\nPick a desk for a day with an open-desk membership for $150 a month. A dedicated desk in the open co-working area is $275 a month. A private office starts at $650 a month. The community holds casual events for members and schedules meeting with potential investors and experts.\\n\\nWebsite: workspaces.us\\n\\nAddress: 250 N. Sunnyslope Road, Suite 200, Brookfield\\n\\nSarah Hauer can be reached at shauer@journalsentinel.com or on Twitter @SarahHauer and Instagram @HauerSarah.\", \"url\": \"https://eu.jsonline.com/story/money/business/onramp/2018/01/23/looking-place-work-here-9-co-working-spots-around-milwaukee/1043688001/\", \"with\": [\"In the Milwaukee area, a handful of new co-working spaces have opened in the pas\", \"Rent includes printing, access to conference rooms, Wi-Fi and an open kitchen wi\", \"Ward4 was founded to be a destination for innovation and technology in Milwaukee\", \"Address: 250 N. Sunnyslope Road, Suite 200, Brookfield\"], \"without\": [\"Skip to main content\", \"Copyright Gannett\", \"Share your feedback\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5268", "input": "https://www.farmersmarketbluffton.org/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5268\", \"ground_truth_path\": \"source/test/ground-truth/5268.json\", \"ground_truth_sha256\": \"bb9842798d9d77296848d5b117dc691704442eba8dd7fed07ec9b4bc0beeaf76\", \"html_path\": \"source/test/html/5268.html.gz\", \"html_sha256\": \"3c9af000f6e62edc38ab378d16f1e7f6ddaeccee1bf74cf59b733f53a95e0dd6\", \"page_type\": \"service\", \"reference\": \"SIGN-UP FOR TEXT ALERTS\\n\\nReceive market updates, weather cancellations, etc. by texting the word\\n'FARMER' to 484848\\n\\nThursdays Year Round\\n\\nSeptember-May 12-4 PM\\nJune, July, August 10-2 PM\\n\\nNewsletter Sign-Up\\n\\nWe look forward to hearing from you. Please contact us to discover how we can make a difference on your next visit.\", \"url\": \"https://www.farmersmarketbluffton.org/\", \"with\": [\"Receive market updates, weather cancellations, etc. by texting the word\", \"September-May 12-4 PM\", \"We look forward to hearing from you\"], \"without\": [\"This Week at the Market\", \"Meet Our Vendors\", \"Hazel Digital Media\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5269", "input": "https://townofbluffton.sc.gov/Calendar.aspx?EID=903", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5269\", \"ground_truth_path\": \"source/test/ground-truth/5269.json\", \"ground_truth_sha256\": \"829324764b3aef10a478c4f3e3ec6ff5ac9de7cbdf2adb7f6f411356c8c21b2f\", \"html_path\": \"source/test/html/5269.html.gz\", \"html_sha256\": \"02837b7ccd98e5190bd8dd29c5a5fe6e68258e0005de46e3f9171e0162515171\", \"page_type\": \"service\", \"reference\": \"Farmers Market of Bluffton\\n\\nThursday, January 27, 2022\\n\\nDate: January 27, 2022\\n\\nTime: 12:00 PM - 5:00 PM\\n\\nAddress: 71 Green Street, Bluffton, SC 29910\\n\\nThe market is located around Martin Family Park in beautiful historic, downtown Bluffton. We feature seasonal fresh, local produce, plants, honey, eggs, beef, and seafood along with specialty items and prepared foods to include, BBQ, Pastas, Organic Meats, Crepes, Baked Goods and Pastries. On Thursday's The Farmers Market of Bluffton is a Must!\", \"url\": \"https://townofbluffton.sc.gov/Calendar.aspx?EID=903\", \"with\": [\"Martin Family Park in beautiful historic, downtown Bluffton\", \"seasonal fresh, local produce, plants, honey, eggs, beef, and seafood\", \"12:00 PM - 5:00 PM\"], \"without\": [\"Online Services\", \"Subscribe to iCalendar\", \"Agenda Center\", \"Strategic Planning\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5273", "input": "https://www.visitbluffton.org/see-do/local-markets", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5273\", \"ground_truth_path\": \"source/test/ground-truth/5273.json\", \"ground_truth_sha256\": \"f52ce11b8f862a3cfa5163578f59eb34faecbdef814cc7d63094725355c5a25b\", \"html_path\": \"source/test/html/5273.html.gz\", \"html_sha256\": \"d74512e70f3c67a0ee7a372f7b873a85091c041e690e684b8e33cc91ab117924\", \"page_type\": \"listing\", \"reference\": \"The Best of the Lowcountry\\n\\nFarmers Market of Bluffton\\n\\nLocally grown in-season fruits and vegetables. Flowers, plants, and herbs. Southern-style BBQ with all the fixin’s, delicious pastries, and other artisan foods. Chef demos, live music, activities for kids, and a vibrant festive atmosphere. Not to mention fresh, just-off-the-boat seafood with everything you need to prepare your very own Lowcountry feast—just like a local. All your farmers market favorites under the breezy moss-draped lanes of Old Town Bluffton, Lowcountry artisan markets, and a sustainable market that celebrates a natural living lifestyle with natural foods, organic produce, and natural wellness products. Prepare to leave with your bags and hearts full.\\n\\nLowcountry Made, Bluffton Artisan Market\\n\\nLowcountry Made is home to over 40 artisan markets around the Lowcountry. The event strives to promote all qualifying makers as well as rotate vendors each month to keep things fresh. The Bluffton Night Bazaar is located on the grounds at Burnt Church Distillery, the first Thursday of each month, April - May, and October - December.\\n\\nRoot and Bloom Market\\n\\nThe Root and Bloom Market is a natural farmers' market held at Martin Family Park in Bluffton, SC. The market's mission is to provide the community with a place to connect with like-minded people and learn how to live healthier lives.\\n\\nEvery Wednesday from 3 pm- 7 pm.\", \"url\": \"https://www.visitbluffton.org/see-do/local-markets\", \"with\": [\"Locally grown in-season fruits and vegetables. Flowers, plants, and herbs. South\", \"Lowcountry Made is home to over 40 artisan markets around the Lowcountry. The ev\", \"The Root and Bloom Market is a natural farmers' market held at Martin Family Par\"], \"without\": [\"Become an Insider\", \"Request A Guide\", \"Where To Stay\", \"What To Do In Bluffton\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5276", "input": "https://www.erieartmuseum.org/current", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5276\", \"ground_truth_path\": \"source/test/ground-truth/5276.json\", \"ground_truth_sha256\": \"917eec5ca1e7e0b08373e2ef7be6e81bdbb13f2d77d538fe3b063aa0ee76d39c\", \"html_path\": \"source/test/html/5276.html.gz\", \"html_sha256\": \"13b8deb720e16f7647c4a6481f0f751a5fb2ee64f3328b6888bd81c3863aea34\", \"page_type\": \"listing\", \"reference\": \"Current Exhibitions\\n\\nThe Golden Record\\nRACHEL LIBESKIND\\n\\nThe Making of an Artist, Part III\\nJOSEPH PLAVCAN\\n\\nReflections\\nSARAH JACOBS\\n\\nSculpture in Bronze: Highlights From The Permanent Collection\\n\\nKids as Curators\\n\\nDrawing from Within: The Sketchbooks of Frank Novel\", \"url\": \"https://www.erieartmuseum.org/current\", \"with\": [\"The Golden Record\", \"RACHEL LIBESKIND\", \"The Making of an Artist, Part III\", \"Reflections\"], \"without\": [\"info@erieartmuseum.org\", \"Pennsylvania Council on the Arts\", \"Erie, PA\", \"Skip to Content\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5277", "input": "https://www.clevelandart.org/whats-on/exhibitions", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5277\", \"ground_truth_path\": \"source/test/ground-truth/5277.json\", \"ground_truth_sha256\": \"bc401aab90aba98beb810443453ae85657f0750b7497bcd1384a52ab5046bb61\", \"html_path\": \"source/test/html/5277.html.gz\", \"html_sha256\": \"30c5f6e6735fe665949d8960fe3fe79eed21920472f65336d89c465b13f551ad\", \"page_type\": \"listing\", \"reference\": \"Showing 34 of 34 results\\n\\nArtLens Gallery\\n\\nTags For: Artlens Gallery\\n\\nLast Chance\\n\\nFeatured\\n\\nJun 7, 2016 – Mar 22, 2026\\n\\nPintoricchio Magnified: An Immersive Conservation Experience\\n\\nTags For: Pintoricchio Magnified: An Immersive Conservation Experience\\n\\nImmersive Exhibition\\n\\nFeatured\\n\\nAug 10, 2025 – Aug 23, 2026\\n\\n Location:\\n\\n115 Manuscripts and Textiles\\n\\nAnn Hamilton: still and moving • the tactile image\\n\\nTags For: Ann Hamilton: Still and Moving • the Tactile Image\\n\\nSpecial Exhibition\\n\\nFeatured\\n\\nDec 14, 2025 – Apr 19, 2026\\n\\n Location:\\n\\n229C Contemporary,\\n\\n230 Photography\\n\\nstill/emerging: Native American Works on Paper\\n\\nTags For: Still/emerging: Native American Works on Paper\\n\\nSpecial Exhibition\\n\\nFeatured\\n\\nFeb 1 – Jun 7, 2026\\n\\n Location:\\n\\n101A–B Prints and Drawings,\\n\\n100 1916 Lobby\\n\\nAmerican Printed Silks, 1927–1947\\n\\nTags For: American Printed Silks, 1927–1947\\n\\nSpecial Exhibition\\n\\nFeatured\\n\\nNov 9, 2025 – Nov 8, 2026\\n\\n Location:\\n\\n234 Textile Gallery\\n\\nDara Birnbaum’s “Technology / Transformation: Wonder Woman”\\n\\nTags For: Dara Birnbaum’s “technology / Transformation: Wonder Woman”\\n\\nGallery Rotation\\n\\nJan 13 – Mar 29, 2026\\n\\n Location:\\n\\n224B Video\\n\\nJuxtaposition and Juncture in Korean Modern and Contemporary Art\\n\\nTags For: Juxtaposition and Juncture In Korean Modern and Contemporary Art\\n\\nGallery Rotation\\n\\nMar 21, 2025 – May 3, 2026\\n\\n Location:\\n\\n236 Korean\\n\\nAdorning Ritual: Jewish Ceremonial Art from the Jewish Museum, New York\\n\\nTags For: Adorning Ritual: Jewish Ceremonial Art From the Jewish Museum, New York\\n\\nGallery Rotation\\n\\nMay 25, 2025 – May 10, 2026\\n\\n Location:\\n\\nVarious Galleries\", \"url\": \"https://www.clevelandart.org/whats-on/exhibitions\", \"with\": [\"Tags For: Pintoricchio Magnified: An Immersive Conservation Experience\", \"still/emerging: Native American Works on Paper\", \"Tags For: Dara Birnbaum’s “technology / Transformation: Wonder Woman”\", \"Adorning Ritual: Jewish Ceremonial Art from the Jewish Museum, New York\"], \"without\": [\"Special Events\", \"Members Only\", \"Performances\", \"What's On - Exhibitions | Cleveland Museum of Art\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5285", "input": "https://www.artnet.com/events/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5285\", \"ground_truth_path\": \"source/test/ground-truth/5285.json\", \"ground_truth_sha256\": \"a1ae0e319136927d3601d6a113c757e1484127a8b8622051bdae5e1aa636d8ad\", \"html_path\": \"source/test/html/5285.html.gz\", \"html_sha256\": \"3fea9d2cdcc1b0f89e3edd00094b8b38c7d0555f9344068e9fa4b419cf838141\", \"page_type\": \"listing\", \"reference\": \"Browse a curated selection of events from around the world, including gallery openings, upcoming auctions, museum exhibitions, and more.\\n\\nReceptors\\n\\nMar 6–Apr 18, 2026\\n\\nKiang Malingue\\n\\nNew York\\n\\n100 Years of Wallace Berman\\n\\nFeb 18–Apr 25, 2026\\n\\nMichael Kohn Gallery\\n\\nLos Angeles\\n\\nArlene Gottfried | Young & Old\\n\\nCLAMP\\n\\nNew York\\n\\nAnima Mundi\\n\\nJack Shainman Gallery\\n\\nNew York\\n\\nSkinnin' The Game\\n\\nSundaram Tagore Gallery\\n\\nNew York\\n\\nRance Jones: Watercolors\\n\\nForum Gallery Inc.\\n\\nNew York\\n\\nI Surprise Myself\\n\\nTraver Gallery\\n\\nSeattle\\n\\nsense of place\\n\\nElizabeth Leach Gallery\\n\\nPortland\\n\\nAffordable Art Fair\\n\\nMar 18, 2026\\n\\nNew York\", \"url\": \"https://www.artnet.com/events/\", \"with\": [\"100 Years of Wallace Berman\", \"Arlene Gottfried | Young & Old\", \"Rance Jones: Watercolors\", \"sense of place\"], \"without\": [\"Newsletter Signup\", \"Privacy Policy\", \"Price Database\", \"Market Alerts\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "5286", "input": "https://www.charitynavigator.org/about-us/our-methodology/ratings/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5286\", \"ground_truth_path\": \"source/test/ground-truth/5286.json\", \"ground_truth_sha256\": \"04e49fc786a3a611af3c2ee0733fb2d31a4da645a00eafa019b452152d82feda\", \"html_path\": \"source/test/html/5286.html.gz\", \"html_sha256\": \"3ab32e2e72d08b869fd8d23051524c14f9dadaa04ff7e3eacbec4785f0f28948\", \"page_type\": \"documentation\", \"reference\": \"We only rate 501(c)(3) tax-exempt organizations — these are US-based organizations commonly referred to as public charities that work all around the world. With a few exceptions, organizations must have an Accountability & Finance score or an Impact program evaluation to be eligible for a Zero to Four-Star rating.\\n\\nOur site also includes basic information on charities that don't meet our rating eligibility criteria. Our goal is to give you as much information as possible to guide your giving decisions.\\n\\nCharities can earn ratings by logging into the Charity Navigator Nonprofit Portal and providing the necessary data.\\n\\nEligible charities receive a zero to four-star star rating — this is determined by the weighted sum of the organization’s individual beacon scores (0-100).\\n\\nRating Score Assessment Description\\n90+ Great Exceeds or meets best practices and industry standards across almost all areas. Likely to be a highly-effective charity.\\n75 - 89 Good Exceeds or meets best practices and industry standards across some areas.\\n60 - 74 Needs improvement Meets or nearly meets industry standards in a few areas and underperforms most charities.\\n50 - 59 Poor Fails to meet industry standards in most areas and underperforms almost all charities.\\n< 50 Very poor Performs below industry standards and well underperforms nearly all charities.\\n\\nWe recognize that not all metrics and beacons equally predict a charity’s success. The percentage each beacon contributes to the organization’s overall rating depends on the number of beacons an organization has earned.\\n\\nCharities can earn beacons by logging into the Charity Navigator Nonprofit Portal and providing the necessary data.\\n\\nProviding Guidance Through Beacons\\n\\nOur Encompass Rating System™ provides a comprehensive analysis of charity performance across four key domains, which we call \\\"beacons.\\\" These beacons and their individual ratings can be seen for each of the charities you search. Learn more about each beacon below.\\n\\nWe are continually developing new methodologies to deliver a more robust and comprehensive evaluation of charity effectiveness and efficiency. Our team not only relies on research and analysis, but also engages donors, sector leaders, charity executives, academics, and many other stakeholders to identify, develop, and validate new metrics and approaches. For more information, visit our methodology guidebook.\", \"url\": \"https://www.charitynavigator.org/about-us/our-methodology/ratings/\", \"with\": [\"Our site also includes basic information on charities that don't meet our rating\", \"75 - 89 Good Exceeds or meets best practices and industry standards across some \", \"Charities can earn beacons by logging into the Charity Navigator Nonprofit Port\", \"We are continually developing new methodologies\"], \"without\": [\"EIN 13-4148824\", \"Sign in/Create an account\", \"Bridge ID\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "5287", "input": "https://www.charitywatch.org/our-charity-rating-process", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5287\", \"ground_truth_path\": \"source/test/ground-truth/5287.json\", \"ground_truth_sha256\": \"45357b0d03ce839a76ed54aa6930e6eb36eede62376f15186d83fd73c6dd76f3\", \"html_path\": \"source/test/html/5287.html.gz\", \"html_sha256\": \"43936055ff7a169a000e90e3bed0a512a915a7d2b0c5712ab546e5c0dd7ccf3a\", \"page_type\": \"documentation\", \"reference\": \"Our Charity Rating Process\\n\\nPlease see our FAQ for information on how CharityWatch selects charities for evaluation. Please see The CharityWatch Difference for a general overview of what makes our ratings different from other sources of charity information.\\n\\nThe Rating Basics\\n\\nCharityWatch analysts perform in-depth evaluations of complex charity financial reporting, including audited financial statements, tax forms, annual reports, state filings, and other documents. Once our analysis of a charity is complete and any required adjustments are made, we perform two end calculations, and then assign the charity a letter grade efficiency rating on an A+ to F scale. The results of these end calculations include:\\n\\nProgram % reflects the percent of total expenses a charity spent on its programs in the year analyzed. For example, a Program % of 80% means that the charity spent 80% of its expenses on charitable programs. The remaining 20% was spent on overhead, which includes fundraising, and management & general.\\n\\nCost to Raise $100 reflects how much it cost the charity to bring in each $100 of cash donations from the public in the year analyzed. For example, a Cost to Raise $100 of $20 means that the charity spent $20 on fundraising for each $100 of cash donations it received.\\n\\nCharityWatch considers a charity to be highly efficient when our end calculations produce a Program % of 75% or greater and a Cost to Raise $100 of $25 or less. See our Top-Rated charities page for our list of highly efficient charities that have also met our benchmarks for governance and transparency.\\n\\nCharity financial reporting can be extremely complex, making the analysis of a charity's financial efficiency time-intensive, as well as challenging to convey to donors who do not have a financial background. The information above is intended to provide a very basic overview of the end calculations CharityWatch performs prior to assigning a letter grade efficiency rating to a charity. We encourage donors to read through this entire page for a more in-depth understanding of the analysis behind CharityWatch's charity ratings.\\n\\nHow Grades Are Calculated\\n\\nCharityWatch analysts perform in-depth evaluations of complex charity financial reporting, including audited financial statements, tax forms, annual reports, state filings, and other documents. Once our analysis of a charity is complete, and any necessary adjustments are made, we perform two end calculations for Program % and Cost to Raise $100. We average the two results on our scale and then assign the charity a final letter grade efficiency rating ranging from A+ to F.\\n\\nProgram % reflects the percent of total expenses a charity spent on its programs in the year analyzed. For example, a Program % of 80% means that the charity spent 80% of its expenses on charitable programs. The remaining 20% was spent on overhead, which includes fundraising, and management & general.\\n\\nCost to Raise $100 reflects how much it cost the charity to raise each $100 of cash donations from the public in the year analyzed. For example, a Cost to Raise $100 of $20 means that the charity spent $20 on fundraising for each $100 of cash donations it received.\\n\\nMany charities present their fundraising efficiency to donors, using pie charts or other means, by comparing their total revenue to their fundraising expenses. This method often has the effect of making a charity appear to be a more efficient fundraiser than it actually is. Many of the revenues charities report, such as investment income, sales proceeds, program service revenue, etc., are not brought in as a result of fundraising. CharityWatch helps you to judge the fundraising efficiency of a charity by comparing fundraising expenses with related contributions, not total revenue. Related contributions are funds raised as the result of fundraising activities.\\n\\nTo illustrate:\\n\\nUsing this formula, a charity can claim that only 10% of its total revenue was spent on fundraising. This percentage may look great in a charity's promotional materials but is not a meaningful measurement of fundraising efficiency.\\n\\nErroneous Comparison:\\n\\n$100,000 Fundraising Expense ÷ $1,000,000 Total Revenue = 10%, or $10 to raise $100\\n\\nIn contrast, CharityWatch's comparison shows donors how much a charity is spending to obtain their contributions, which provides a clearer picture of how much is left to spend on charitable programs and general administration:\\n\\n$100,000 Fundraising Expense ÷ $200,000 Related Contributions = 50%, or $50 to raise $100\\n\\nCharityWatch publishes ratings to help donors understand how efficiently their contributions to charities are being raised and spent. Our goal is to provide donors with the information they need to make their own, better informed decisions about which charities to support.\\n\\nFinancial efficiency matters. A charity's ability to keep its fundraising and other overhead expenses reasonable is what determines how much of your contribution will be available to fund the charitable programs you are intending to support with your donations. The letter grade ratings represent the opinion of CharityWatch and are based solely on financial efficiency measurements. CharityWatch encourages donors to consider a charity's financial efficiency along with other, qualitative factors when making their giving decisions. See our Tips for Giving Wisely for more advice on selecting worthy charities to support.\\n\\nScale:\\n\\nThe below scale does not reflect program or fundraising ratios calculated using a charity's self-reported numbers from its tax form, audit, or other documents. Rather, the ratios reflect the results of the two end calculations CharityWatch analysts make for Program % and Cost to Raise $100 after our in-depth financial analysis is complete and any necessary adjustments are made to a charity's reported figures. See our sections on Treatment of Non-Cash Goods & Services, Treatment of High Assets and Treatment of Joint Costs for more detailed information about some of the adjustments CharityWatch analysts make to an organization's reported figures prior to calculating its efficiency ratios.\\n\\nProgram % Cost to Raise $100 Efficiency Rating\\n90-100% $0 - 4 A+\\n80 - 89% $5 - 11 A\\n75 - 79% $12 - 15 A-\\n72 - 74% $16 - 19 B+\\n68 - 71% $20 - 26 B\\n65 - 67% $27 - 30 B-\\n61 - 64% $31 - 33 C+\\n56 - 60% $34 - 37 C\\n50 - 55% $38 - 40 C-\\n36 - 49% $41 - 59 D\\n0 - 35% $60 - 100 F\\n\\nA range = Excellent\\nB range = Good\\nC range = Satisfactory / Average\\nD = Unsatisfactory / Poor\\nF = Failing\\n? = Nondisclosure or Specific Concerns\\nNR = Not Ratable*\\n\\nCharityWatch considers a charity to be highly efficient when our end calculations produce a Program Percentage of 75% or greater and a Cost to Raise $100 of $25 or less. See our Top-Rated charities page for our list of highly efficient charities that have also met our benchmarks for governance and transparency.\\n\\n[*Not Ratable does not imply a positive or negative rating. CharityWatch may be unable to rate a particular nonprofit due to how it is structured and/or funded, or because it is going through significant operational changes or restructuring. In other cases, CharityWatch designates an organization as \\\"NR\\\" because it is composed of hundreds of local chapters or affiliates, each of which is governed by local volunteers who primarily raise and spend money in their own, respective communities, and for which no consolidated financial audit is published by the organization (e.g., United Way, Volunteers of America, and Jewish Federations of North America).]\\n\\nTreatment of In-Kind (Non-Cash) Donations of Goods and Services\\n\\nSome non-profit organizations receive large donations of non-cash goods and services, which they are responsible for valuing. The dollar value a charity assigns to its non-cash donations is then mixed together with its cash revenue and expenses in its financial reporting. This often has the effect of making the nonprofit appear to be larger and operating more efficiently than it actually is. Accounting rules offer only very general guidance about how charities are required to value non-cash donations, and different charities often assign very different values to the same items. Such inconsistencies in the reporting make it difficult to compare the financial efficiency of different non-profit organizations.\\n\\nFor example: Charity A and Charity B both receive a donation of 100,000 pills from a pharmaceutical company on the same day this year. Charity A might decide that the pills are worth $3.00 each and add $300,000 to its financial statements for the year. Charity B might assign a more realistic value of $0.10 per pill, adding only $10,000 to its financial statements for the year. The financial reporting is impacted in the following way:\\n\\nCharity A Charity B\\nCash Contributions: $100,000 $100,000\\nNon-Cash Contributions: 300,000 10,000\\nTotal Reported Contributions: $400,000 $110,000\\n\\nAs you can see, even though both charities raised $100,000 of cash contributions and received the exact amount and type of non-cash donations this year, Charity A appears to have raised nearly four times the amount of contributions Charity B has raised simply because Charity B valued its non-cash donations more honestly. Now, say that both charities spent $20,000 on fundraising this year. The fundraising efficiency of each charity would appear to be:\\n\\nCharity A Charity B\\nFundraising Expense: $20,000 $20,000\\nDivided by Total Contributions: $400,000 $110,000\\nCost to Raise $100: $5 $18\\n\\nAs you can see, Charity A appears to have raised contributions much more efficiently than Charity B, simply because it chose to place a higher value on the non-cash donations it received. Charity B appears to be a less efficient fundraiser simply because it valued its non-cash donations more honestly.\\n\\nThe same issue arises when calculating a charity's program percentage. Say both charities distributed all the pills they received by the end of the current year. The value of the pills would be reported as a program expense in the charities' financial statements. The program spending efficiency of each charity would appear to be:\\n\\nCharity A Charity B\\nCash Program Expenses: $80,000 $80,000\\nNon-Cash Program Expenses: 300,000 10,000\\nEquals Total Program Expenses: $380,000 $90,000\\nTotal Cash Expenses: $100,000 $100,000\\nNon-Cash Program Expenses: 300,000 10,000\\nEquals Total Expenses: $400,000 $110,000\\nProgram Expense: $380,000 $90,000\\nDivided by Total Expenses: $400,000 $110,000\\nProgram Spending Efficiency %: 95% 82%\\n\\nAs you can see, Charity A appears to be extremely efficient, spending 95% of its budget on programs and only 5% on overhead. Charity B looks less efficient by comparison, spending only 82% of its budget on programs and 18% on overhead. Of course, in reality, Charity A is no more efficient than Charity B. It just appears to be spending more on programs because it was less conservative or realistic about the value of its non-cash donations.\\n\\nNon-cash donations can be difficult to value and distort the calculation of how efficiently a charity raises and spends its cash donations. Both charities received the exact same type and amount of cash and non-cash donations, but because each charity valued them differently, one charity appeared to be operating far more efficiently than the other. Charities have incentive to inflate the values they place on the non-cash donations they receive for this very reason. CharityWatch \\\"follows the cash\\\" and generally excludes the value of in-kind goods and services from its calculations of Program % and Cost to Raise $100. Our ratings provide donors with a clear picture of how efficiently charities are using their cash donations. They also offer superior comparability of different charities than do other sources of information that do not separate charities' non-cash goods and services from their cash.\\n\\nSee our many articles on Donated Goods & Services for specific examples of the issues outlined above.\\n\\nTreatment of Direct Mail, Telemarketing, and Other \\\"Joint Cost\\\" Solicitation Expenses\\n\\nUnder current accounting rules (FASB ASC 958-720; formerly AICPA SOP 98-2), a charity that includes an \\\"action step\\\" in its phone or mail solicitations, such as \\\"don't drink and drive\\\" or \\\"buckle your seatbelt,\\\" can claim that it is \\\"educating\\\" the public, and can therefore report much of the cost of these appeals as a program expense, rather than a fundraising expense, in its financial reporting. Such \\\"action steps\\\" are typically relayed to potential donors through for-profit professional fundraising companies hired by charities to broadly solicit the public for donations. The \\\"educational\\\" component is often information that is common knowledge, or that could otherwise be distributed to the public using a method far more efficient and targeted than fundraising solicitations. Professional telemarketers, on average, keep two-thirds of the money they raise before the charity receives anything. What this means is that someone donating $50 to charity through a professional fundraiser may have just paid over $30 to be solicited and \\\"learn\\\" that they should buckle their seatbelt.\\n\\nWhen a charity claims that it spends \\\"85% on programs,\\\" many donors do not realize that this 85% may include money the charity spends on activities such as telemarketing, direct mail solicitations, and consulting or other fees paid to professional fundraising companies. While accounting rules allow charities to report certain portions of their solicitation costs as program expenses, CharityWatch believes that most donors do not consider a charity's joint solicitation/educational activities to be equivalent to the purely programmatic activities they are intending to support with their donations; e.g., sheltering and feeding the homeless, assisting injured veterans, conducting literacy programs, funding cancer research, etc. For this reason, during our financial analysis we adjust such solicitation expenses out of reported program expenses and add them to fundraising prior to calculating a charity's efficiency ratios and letter grade rating. Activities that are purely educational and do not contain a fundraising component are not \\\"joint costs\\\" and are included in a charity's reported program spending. CharityWatch treats expenses spent on purely educational activities as legitimate programs and does not reallocate them to fundraising when making our efficiency calculations.\\n\\nDonors who agree with CharityWatch's treatment of \\\"joint costs\\\" should refer to the program and fundraising efficiency ratios displayed in the pie charts on a charity's Rating & Metrics section. Donors who consider direct mail, telemarketing, and other joint cost solicitations to be true charitable programs should instead refer to the unadjusted efficiency ratios provided under the \\\"Joint Costs\\\" header of the Rating & Metrics section.\\n\\nTreatment of High Assets\\n\\nGiving is a fixed pie, remaining steady at about 2% of gross domestic product (GDP) for over four decades. Because charitable dollars are limited and society's needs are not, it is vital that charities do not hoard the funds they raise. When a charity sets aside excessive funds for possible, future needs that may or may not ever occur, this necessarily makes these funds unavailable for other charities to use to address more urgent needs. Charities that hoard donations are in some cases ignoring the intentions of donors who contributed in response to a solicitation for a charity's current programs, not programs that might be conducted five, eight, or even ten years in the future.\\n\\nCharityWatch believes it is reasonable for a charity to set aside less than three years' worth its annual budget for financial stability and possible future needs. When a charity's available assets in reserve exceeds three years' worth its annual budget, CharityWatch downgrades its final letter grade rating. However, we continue to show what a charity's efficiency rating was prior to being downgraded for those donors who do not wish to factor a charity's high assets into their giving decisions.\\n\\nExample: If a charity annually spends about one million dollars, CharityWatch will not downgrade the charity's rating for high assets as long as it has less than three million dollars of available assets in reserve. CharityWatch reduces the letter grade ratings of charities holding available assets in reserve equal to between 3 and 4 years their annual budgets. CharityWatch downgrades to an F rating any charity holding available assets in reserve equal to 5 years or more of its annual budget.\\n\\nCharityWatch's computation of available assets is not as simple as dividing a charity's net fund balance by its total operating budget. Rather, we conduct a review of a charity's tax Form 990 and Audit balance sheets and prior to performing our end calculation of available assets, subtract out items such as the equity in Land, Buildings, and Equipment used in operations; Construction in Progress; Permanently Restricted Funds; Accounts Receivable due in greater than five years, and assets that a charity is prohibited by an outside party from using. We do not subtract out Cash, Investments, Temporarily Restricted, Board-Restricted, and other funds that the charity could use if it chose to do so. We also review audit notes for information related to assets, such as imminent and specific plans for large, capital outlays for which the charity is holding funds in reserve, or to see if the charity received an unusually large donation during the fiscal year that it would not reasonably be able to spend by the end of the fiscal period.\\n\\nA charity's Years of Available Assets reflects how many years a charity could continue to operate at current spending levels without raising any additional contributions or other revenues. Read our article Don't Judge a Not-For-Profit by its Profits for factors to consider when assessing a charity's financial stability. See our High Asset Chart to view charities whose grades have been reduced due to High Assets.\\n\\nTypes of Non-Profits and Impact on Rating Calculations\\n\\nThere are nearly two dozen different types of nonprofit organizations under the tax code, each with its own set of rules and reporting requirements based on how the organization is structured, its membership, the activities it conducts, population it serves, and other factors. CharityWatch primarily rates 501(c)3 public charities. We also rate some 501(c)4, 501(c)19, and other types of organizations, but generally only do so when such groups broadly solicit the public for donations.\\n\\nCharityWatch provides general information describing some of the basic differences between 501(c)3, 501(c)4, and 501(c)19 nonprofit organizations in our section on Tax Status. For a comprehensive understanding of the different tax rules and reporting requirements of each different type of nonprofit organization, visit the IRS's website, or seek specific advice from your accountant. To confirm a charity's tax status and whether or not donations to a particular organization are tax-deductible, contact the charity directly and visit the IRS's searchable database.\\n\\nBecause donations to 501(c)4 organizations are not tax-deductible, such organizations often must spend more on fundraising than 501(c)3 public charities to raise the same level of contributions. Due to this and other accounting differences, the letter grade ratings of these non-profits trend lower. See our article Sorting Out Nonprofit Pairs for information about related 501(c)3 and 501(c)4 organizations.\\n\\nException for Social Welfare 501(c)4 organizations: The mailings and phone calls of social welfare organizations that are not eligible to receive tax-deductible contributions may serve a dual purpose: raising funds and recruiting/educating members to write their congressperson or to make other attempts to influence legislation. Many organizations report most or all of the expenses related to such activities as program expenses. Because such mailings and phone calls do contain a fundraising component, CharityWatch believes a portion should be counted as a fundraising expense. In our computation of a 501(c)4 organization's program efficiency ratio, we count up to 30% of the cost of such mailings and phone calls as a program expense. Amounts allocated to program exceeding 30% are reallocated to fundraising. The results of this adjustment are included in the pie charts located on an organization's Rating & Metrics section. To view data without these adjustments, refer to the ratios provided under the \\\"Joint Costs\\\" header of the organization's Rating & Metrics section. (See also the section on Joint Costs, above. )\\n\\nMany of the groups rated by CharityWatch are single-entity organizations that publish one audit and one tax form. However, other organizations are more complex and publish combined or consolidated audited financial statements that may include a national office, local affiliates, and/or several related organizations. It is generally not enough to analyze and publish a rating based on only one entity of an organization that has multiple, related entities. This is because some charities use one entity primarily to raise funds and pay overhead costs, then grant funds to another, related entity whose activities include primarily programs. Calculating separate program and fundraising efficiency ratios for the two, related charities would make the fundraising entity appear to be highly inefficient, and the entity conducting the charity's programs highly efficient. To understand whether or not the resources of a charity are being used efficiently on the whole, the finances of the two related entities must be analyzed together. This is accomplished by analyzing the charity's consolidated or combined audit in conjunction with the tax Form 990 of each related entity.\\n\\nIn other instances, one entity of a charity may be holding excessive assets in reserve while another related charity \\\"cries poor\\\" in an effort to raise funds from donors more easily. Clearly, evaluating only one or the other entity of such an organization does not provide donors with a complete picture of the total resources a charity controls.\\n\\nUnder Generally Accepted Accounting Principles (GAAP), an organization is required to issue consolidated audited financial statements that include its multiple, related entities if the reporting entity has sufficient control over the others. In cases where a charity has related entities but is not required to issue a consolidated audit, it may or may not be possible to make certain adjustments depending on whether the related organizations share the same fiscal year-end date, and other factors.\\n\\nWhenever practicable, CharityWatch obtains consolidated/combined audited financial statements that include all of the entities of a charity. Such an audit eliminates related party transactions between/among related groups, and allows us to determine how efficiently an organization is operating on the whole. In cases where we rate only the larger entity of an organization with multiple, related groups, we make certain adjustments during our analysis so that a charity's grade is not artificially inflated. For example, since a charity does not expend fundraising dollars to receive contributions from a related organization, we generally subtract related party contributions from our contributions figure before performing our calculation of Cost to Raise $100.\\n\\nCharityWatch issues separate ratings for 501(c)4 organizations, even when such groups are included with a 501(c)3 public charity in an organization's consolidated/combined audit, due to the different tax treatment by the IRS of these groups. See our sections on Types of Non-Profits and Tax Status for more information.\\n\\nCharity Reports\\n\\nCharityWatch provides individual reports on each of the over 600 charities we rate. The reports include an Overview and five section s of data: Rating & Metrics, Governance & Transparency, Salaries, Analysts' Notes, and Articles & Alerts.\\n\\nOverview\\n\\nThe Overview of a Charity Report provides the following information, as applicable:\\n\\nReport Issued Date: Reflects the month and year CharityWatch completed an analysis of the charity and published our findings on charitywatch.org. Rating, governance, and salary information for a charity is generally analyzed and updated by CharityWatch every other fiscal year. Please see the FAQ for more information.\\n\\nRating: Reflects the letter grade financial efficiency rating that CharityWatch has assigned the charity for the fiscal year analyzed. The grades range from A+ to F, with A+ signaling a highly efficient charity, and F signaling a highly inefficient charity. Possible grades are A+, A, A-, B+, B, B-, C+, C, C-, D, F. See How Grades are Calculated for a more detailed description.\\n\\nProgram Percentage: A charity's Program % is the percentage of its cash budget it spends on programs out of its total cash expenses for the year analyzed. CharityWatch computes this ratio after performing an in-depth analysis of an organization's financial documents and making necessary adjustments, if any, to reported figures. The end calculation performed is Program Expenses divided by Total Expenses. See How Grades are Calculated for a more detailed description.\\n\\nCost to Raise: A charity's Cost to Raise $100 signifies how many dollars a charity spends on fundraising to raise each $100 of Contributions. CharityWatch computes this ratio after performing an in-depth analysis of an organization's financial documents and making adjustments, if necessary, to reported figures. The end calculation performed is Fundraising Expenses divided by Total Related Contributions. See How Grades are Calculated for a more detailed description.\\n\\nYears of Available Assets: A charity's Years of Available Assets reflects how many years a charity could continue to operate at current spending levels without raising any additional contributions or other revenues. CharityWatch computes this ratio after adjusting for permanently restricted funds; equity in land, buildings, and equipment used in operations; contributions/accounts receivable due in greater than five years; and other assets that a charity is restricted by outside parties from using. CharityWatch believes it is reasonable for a charity to hold less than three years' worth of assets in reserve. Read our article Don't Judge a Not-For-Profit by its Profits for things to consider when assessing a charity's financial stability. See our High Asset Charities Chart to see which charities' grades have been reduced due to High Assets. See Treatment of High Assets for a more detailed description.\\n\\nOther Names: The charity's primary (typically legal and/or dba) name is displayed prominently. A charity may solicit donors under other, multiple names for purposes of direct mail or phone solicitations, or may use other names in its marketing materials and/or reporting documents. In these cases, CharityWatch also provides a list of the additional names we are aware of the charity using currently or in the past. This list is updated as we become aware of any new names.\\n\\nAddress: The charity's address as reported on its IRS Form 990 for the financial year analyzed, or on its website. In cases where CharityWatch's rating is based on multiple entities of a charity with different addresses, generally the address of the largest entity is listed. In cases where we rate only the national office of a charity that has local affiliates, we list the address of the national office.\\n\\nPhone: The charity's phone number, as reported by the charity on its IRS Form 990, or on its website. In cases where CharityWatch's rating is based on multiple entities of a charity with different phone numbers, we will generally list the phone number of the largest entity. In cases where we rate only the national office of a charity that has local affiliates, we generally list the phone number of the national office.\\n\\nWebsite: The charity's website address, as reported by the charity on its IRS Form 990, or on the Internet. In cases where CharityWatch's rating is based on multiple entities of a charity with different web addresses, generally the web address of the largest entity is listed. In cases where we rate only the national office of a charity that has local affiliates with separate web addresses, we generally list the web address of the national office.\\n\\nTax Status: There are nearly two dozen different types of nonprofit organizations under the tax code, each with its own set of rules and reporting requirements based on how the organization is structured, its membership, the activities it conducts, population it serves, or other factors. CharityWatch primarily rates 501(c)3 public charities. We also rate some 501(c)4, 501(c)19, and other types of organizations, but generally only do so when such groups broadly solicit the public for donations.\\n\\nCharityWatch provides general information below describing some of the basic differences between 501(c)3, 501(c)4, and 501(c)19 nonprofit organizations. For a comprehensive understanding of the different tax rules and reporting requirements of each different type of nonprofit organization, visit the IRS's website, or seek specific advice from your accountant. To confirm a charity's tax status and whether or not donations to a particular charity are tax-deductible, contact the charity directly, or visit the IRS's searchable database.\\n\\n501(c)3 nonprofits are public charities that are organized for charitable, religious, scientific, literary, educational, or cruelty-prevention purposes. Donations to such charities are generally tax-deductible. These groups are prohibited from participating in political campaigning, but may engage in limited amounts of lobbying, and conduct nonpartisan educational activities such as promoting voter registration.\\n\\n501(c)4 nonprofits are social welfare organizations that are allowed to conduct lobbying and engage in limited amounts of political activity. With some exceptions, donations to such charities are typically not tax-deductible.\\n\\n501(c)19 nonprofits are organizations formed by or for veterans. Donations to such nonprofits may or may not be tax-deductible depending on what percentage of the organization's membership consists of veterans and active-duty members of the U.S. armed forces.\\n\\n\\\"Multiple\\\" is listed as the tax status for charities whose letter grade rating is based on multiple entities of an organization that have (or may have) different tax designations. For example, a charity's consolidated audit may include the financial activities of its national office, some or all of its local affiliates, foreign entities based outside the U.S., or other related organizations. In these cases, CharityWatch may not have access to the individual tax designations of each legal entity included in a charity's audit and will list \\\"Multiple\\\" as its tax designation. However, if a charity's rating is based on multiple entities of a charity, and CharityWatch is aware that the included entities are all reporting 501(c)3 status, we will list 501(c)3 as the charity's tax status. Donors who are concerned about donating to a specific entity of a charity, for tax-deductibility or other reasons, should contact the charity directly to ask for the tax ID (EIN) number of the specific organization they are interested in supporting.\\n\\nStated Mission: The charity's mission, generally as reported on its tax form for the year analyzed, or on its website. CharityWatch seeks to succinctly convey to donors a charity's broad mission, and may truncate a charity's reported mission in cases where it is too lengthy for the format of our report. For a complete description of a charity's mission and programs, donors may visit the organization's website or review its IRS Form 990. Please contact the charity directly to request a copy of its tax form, or visit our LINKS page for a list of sources where these may be obtained online.\\n\\nRating & Metrics Section\\n\\nThe Rating & Metrics section of a Charity Report provides the following information:\\n\\nFiscal Year: Reflects the financial year on which a charity's rating is based. There is a time lag between a charity’s fiscal year-end and when its financial information becomes available to the public. For example, tax forms and audits containing one to two year old financial information are typically the most current documents available. See our FAQ for more information on the time lag between when a charity's fiscal year ends and when its financial documents generally become available to the public and to CharityWatch for our review. Charities are generally required to file an IRS tax Form 990, along with applicable schedules, each year. For many charities the fiscal year end is the same as the calendar year, or 12/31. Other common financial year-end dates are 3/31, 6/30, and 9/30. However, a charity's financial year can end on any date. A charity's fiscal year-end date can be found on page 1 of the IRS Form 990, line A. If/when this field is left blank by a charity, and no error has been made, the charity is reporting that its fiscal year-end matches the calendar year-end, or 12/31. CharityWatch also analyzes the independent audited financial statements for the same fiscal year that corresponds with the charity’s tax form.\\n\\nProgram Percentage: A charity's Program % is the percentage of its cash budget it spends on programs out of its total cash expenses for the year analyzed. CharityWatch computes this ratio after performing an in-depth analysis of an organization's financial documents and making necessary adjustments, if any, to reported figures. The end calculation performed is Program Expenses divided by Total Expenses. See How Grades are Calculated for a more detailed description.\\n\\nCost to Raise: A charity's Cost to Raise $100 signifies how many dollars a charity spends on fundraising to raise each $100 of Contributions. CharityWatch computes this ratio after performing an in-depth analysis of an organization's financial documents and making adjustments, if necessary, to reported figures. The end calculation performed is Fundraising Expenses divided by Total Related Contributions. See How Grades are Calculated for a more detailed description.\\n\\nJoint Costs: When a charity claims that it spends \\\"85% on programs\\\" in a particular year, many donors do not realize that this 85% may include money the charity spends on activities such as telemarketing, direct mail solicitations, and consulting or other fees paid to professional fundraising companies. While accounting rules allow charities to report certain portions of their solicitation costs as program expenses, CharityWatch believes that most donors do not consider a charity's solicitation activities to be the true programs of a charity they are intending to support with their donations. For this reason, during our financial analysis we adjust such expenses out of reported program expenses and add them to fundraising prior to calculating a charity's efficiency ratios and letter grade rating. Donors who agree with CharityWatch's treatment of \\\"joint costs\\\" should refer to the program and fundraising efficiency ratios displayed in the pie charts. Donors who consider direct mail, telemarketing, and other joint cost solicitations to be true charitable programs should instead refer to the unadjusted efficiency ratios provided under the \\\"Joint Costs\\\" header of the Rating & Metrics section. See our section on Joint Costs for a more detailed description.\\n\\nFinancial Documents: Listed here are the tax forms and audited financial statements that CharityWatch analysts reviewed for the fiscal year analyzed. Many of the groups rated by CharityWatch are single-entity organizations that publish one audit and one tax form. However, other organizations are more complex and publish combined or consolidated audited financial statements that may include a national office, local affiliates, and several related organizations. In such cases, CharityWatch generally analyzes the consolidated audit and several tax forms during our financial evaluation. Using a charity's consolidated audited financial information in our ratings is what allows us to provide donors with a clear picture of how efficiently an organization is operating on the whole, rather than simply how efficiently one piece of a charity appears to be operating. See our section on Treatment of Related Organizations for more information.\\n\\nGovernment Support: Reflects the percentage of a charity's cash revenue received from the government, expressed in one of three ranges: 0-24%, 25-49%, or 50-100%. CharityWatch provides this information for those donors who would like to consider a charity's range of government funding as a factor in their giving decisions.\\n\\nGovernance & Transparency Section\\n\\nThe Governance & Transparency section of a Charity Report provides the following information:\\n\\nTop-Rated Status: Indicates whether or not a charity is Top-Rated by CharityWatch. See the Top-Rated page for a list of highly efficient charities and for an overview of the benchmarks a charity must meet to receive Top-Rated status. Specific criteria include:\\n\\na. A charity must earn a grade of B+ or higher, as calculated by CharityWatch, for the financial year rated. See the section on How Grades are Calculated for more specific information.\\n\\nb. A charity must not hold excessive assets in reserve. See the section on Treatment of High Assets and CharityWatch’s list of High Asset Charities for more specific information.\\n\\nc. A charity must meet CharityWatch’s Transparency benchmarks. A charity must post a complete copy of its most current, independent audited financial statements on its public website. It must also provide complete copies of its IRS Form(s) 990 to CharityWatch upon request, and may be required to answer questions related to its financial reporting and/or provide additional documentation if such information is necessary for CharityWatch to complete a meaningful evaluation. See the Transparency Benchmark section for more specific information.\\n\\nd. A charity must meet CharityWatch’s Governance benchmarks. CharityWatch reviews a charity's tax form to see if it reports having certain policies in place, a sufficiently large and independent governing body, and other basic governance information that serve as standard benchmarks for large charities of national scope or interest. To be eligible for Top-Rated status, charities must pass all nine benchmarks, and, in addition, CharityWatch must not be aware of any serious governance issues at the charity that would cause it to fail our overall standards for good governance. See the Governance Benchmarks section for more specific information.\\n\\nTransparency Benchmark: Indicates whether or not a charity has met CharityWatch's transparency benchmarks for the fiscal year analyzed. To meet transparency benchmarks, a charity must post a complete copy of its most current, independent audited financial statements on its public website. It must provide complete copies of its IRS Form(s) 990 to CharityWatch upon request, and may be required to answer questions related to its financial reporting and/or provide additional documentation if such information is necessary for CharityWatch to complete a meaningful evaluation.\\n\\nThe Form 990 is the tax form that larger charities are required to file with the IRS each year. The Form 990 contains information such as financial statements, a description of the charity’s mission and spending on significant programs, salary data, information about its governance and policies, and more. Charity tax forms are public information and are ubiquitously available from many online sources. Visit our Links page for a list of resources where copies of charity tax forms may be obtained.\\n\\nCharityWatch also analyzes a charity’s audited financial statements during our evaluations. Unlike the IRS Form 990, which contains a charity’s self-reported information, audited financial statements are produced by independent, third-party auditors. Though the IRS requires certain information to be reported in a charity’s annual tax filing, charities have been found to omit schedules, attachments, and other reporting from publicly posted tax forms as a means to hide from public scrutiny information that donors may find unfavorable. Auditors, on the other hand, must adhere to generally accepted accounting principles (GAAP) and follow specific audit rules that encourage transparency and prohibit charities from omitting or hiding significant information from their audited financial statements. Audit notes may report issues such as weak internal financial controls, pending lawsuits, significant financial commitments or outstanding debts, credit risks, compliance with government filings and regulations, and financial instability. By requiring charities to post a copy of their complete audited financial statements on their websites as a condition of meeting our transparency benchmark, CharityWatch hopes to encourage more charities to make their audits publicly available. Charities should visit our Charities FAQ for more information about which audit(s) must be posted in cases where a charity or its parent organization, related organizations, or affiliates publish more than one audit.\\n\\nGovernance Benchmarks: Charities required to file a Form 990 with the IRS are asked to answer basic questions each year about their governing body and management, governance policies, and disclosure practices. CharityWatch reviews a charity's tax form to see if it reports having certain policies in place, a sufficiently large and independent governing body, and other basic governance information that serve as standard benchmarks for large charities of national scope or interest. Meeting such benchmarks, in the opinion of CharityWatch, should be viewed by donors as the bare minimum standard rather than an assurance that a particular charity is well-governed. Charities must pass all nine benchmarks in order to meet CharityWatch's overall benchmark for Governance.\\n\\nWhen in the course of our research and analysis CharityWatch becomes aware of a serious governance issue at a charity that is not adequately reflected in the nine standard governance benchmarks, we flag the Governance section of a charity’s Governance & Transparency section with “CharityWatch Governance Concerns.” We then encourage readers to navigate to the Analysts’ Notes section where an explanation is provided. This indicates that the charity has failed to meet CharityWatch’s overall standard for good governance, which can occur even in instances where the charity otherwise self-reports meeting the nine individual governance benchmarks in its tax filing.\\n\\nPrivacy Policy: CharityWatch reports on charity privacy policies as an informational benchmark. We do not factor privacy policy information into determining a charity’s letter grade rating or into our benchmarks for Governance & Transparency. In order to meet our informational Privacy Policy benchmark, a charity must have a privacy policy or policies that apply to the collection of donor information both online and offline, and must post its policies on its public website. CharityWatch reports on the type of privacy policy a charity maintains among three possible types: a policy of no sharing; an opt-in policy; or an opt-out policy, as described below. Charities whose privacy policies lack clear information about how donors can opt-in or opt-out of personal data sharing will not pass CharityWatch’s benchmark:\\n\\na. Policy of No Sharing: The organization will not share, sell, or exchange a donor’s information for third party fundraising or marketing purposes.\\n\\nb. Opt-In Policy: The organization will not share, sell, or exchange a donor’s information for third party fundraising or marketing purposes unless the donor explicitly grants permission for the organization to do so.\\n\\nc. Opt-Out Policy: The organization will not share, sell, or exchange a donor’s information for third party fundraising or marketing purposes if a donor opts out of allowing the organization to do so. An opt-out policy needs to include clear instructions for how donors can opt out in order to meet the benchmark.\\n\\nSalaries Section\\n\\nThe Salaries section lists the names, job titles, and compensation received by the three highest paid individuals at the organization. The salary information is based on our analysis of the charity's IRS Form 990 and includes compensation, contributions to employee benefit plans, expense accounts and other allowances, and deferred compensation earned in the reporting year. When an employee receives payments from multiple entities controlled by or related to a charity, CharityWatch will calculate and report the total from all entities on which we have information. IRS rules do not require salaries of less than $100,000 to be broken out by individual employee on the tax form, other than for officers, directors, trustees, and key employees. In cases where most or all salaries fall under the reporting limit, CharityWatch may report fewer than three top salaries due to limitations on publicly available data.\\n\\nAnalysts' Notes Section\\n\\nCharityWatch Analysts perform in-depth analyses of charities' audited financial statements and IRS tax filings, and often review other documents such as state filings, annual reports, and fundraising contracts during their evaluations. CharityWatch reports information on this section that we believe may be of interest to donors. The information is typically derived during our analysis of a charity's financial documents.\\n\\nArticles & Alerts Section\\n\\nCharityWatch conducts research and publishes articles on charities. We also regularly contribute research or commentary to articles produced by outside media. Links to articles, videos, and other media related to a specific charity are posted in this section.\", \"url\": \"https://www.charitywatch.org/our-charity-rating-process\", \"with\": [\"CharityWatch analysts perform in-depth evaluations of complex charity financial \", \"As you can see, Charity A appears to be extremely efficient, spending 95% of its\", \"Website: The charity's website address, as reported by the charity on its IRS Fo\", \"CharityWatch Analysts perform in-depth analyses of charities' audited financial\"], \"without\": [\"All Charities A-Z\", \"Top Compensation\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5289", "input": "https://www.hfotusa.org/donor-tips-importance-charity-ratings/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5289\", \"ground_truth_path\": \"source/test/ground-truth/5289.json\", \"ground_truth_sha256\": \"e7d6bf06244a9c2bc8ed4726aa570077f2c819a9892e8ab4fbec6c60a8823a8d\", \"html_path\": \"source/test/html/5289.html.gz\", \"html_sha256\": \"04a6bca715b831dece3a5b84f63c1650faa0c615e65a021035cbf8c8b6ac4a83\", \"page_type\": \"article\", \"reference\": \"According to the National Center for Charitable Statistics, there are more than 1.5 million nonprofits registered in the United States vying for donor dollars. Two important questions to consider when donating to a charity include: Will they be good stewards of your money? Do they have your best interest at heart?\\n\\nDonors must become educated supporters. Listed below are helpful tips on how to be confident your donation is going to the heart of an organization’s mission.\\n\\nThe best way to become an educated donor is to visit the top three charity watchdog websites: Charity Navigator, CharityWatch. While each of these sites bases their ratings on different criteria, they all review and measure nonprofits based on accountability and transparency, donor privacy, and the efficiency of how donations are spent. The more knowledge and insight you have, the more confident you will be in your decision.\\n\\nHomes For Our Troops has a four star rating from Charity Navigator and an A rating from Charity Watch.\\n\\nHere are some other helpful tips to gain a better understanding of the charity:\\n\\nReview the 990 – IRS Form 990 provides the public with financial information about a nonprofit organization. Review this form to learn how much is spent on salaries and fundraising versus programs.\\n\\nVisit the charity’s website – Learn more about the senior-level executives and the Board.\\n\\nVerify – Determine the organization’s nonprofit status. Call and speak to a representative and ask for a copy of their financial statements.\\n\\nEvaluate – Assess the charity’s impact and the impact your donation is making.\\n\\nBeware of charities not rated – Any charity that has full transparency will cooperate with watchdog organizations who play a critical role in altering the public when activities appear to go against the public interest.\\n\\nRemember, regardless of the size of your gift; always find a charity that makes the greatest impact. Learn as much as you can about the organization and choose wisely.\", \"url\": \"https://www.hfotusa.org/donor-tips-importance-charity-ratings/\", \"with\": [\"Donors must become educated supporters. Listed below are helpful tips on how to \", \"Homes For Our Troops has a four star rating from Charity Navigator and an A rati\", \"Verify – Determine the organization’s nonprofit status. Call and speak to a repr\", \"Beware of charities not rated – Any charity that has full transparency will coop\"], \"without\": [\"6 Main Street\", \"866-787-6677\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5290", "input": "https://www.savethechildren.org/us/about-us/charity-ratings", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5290\", \"ground_truth_path\": \"source/test/ground-truth/5290.json\", \"ground_truth_sha256\": \"7e88cd952bb6f6cc9d741818acb1a84a656b089f7b23a69ee06766947dddfdb0\", \"html_path\": \"source/test/html/5290.html.gz\", \"html_sha256\": \"20459a20d8863bafa012e03d2fe27878e90eaebc0386f28c8d2ed13b2c91c059\", \"page_type\": \"article\", \"reference\": \"Nonprofit Ratings & Recognitions\\n\\nWhen people ask, \\\"Is Save the Children a good charity,\\\" we let our results, our financial statements, our nonprofit ratings—and our commitment to the people who power our mission —speak for themselves.\\n\\nBecause of our long-standing commitment to children, Save the Children consistently ranks highly among nonprofit organizations. Independent Charity watchers, consumer advocates and respected publishers agree that Save the Children is a charity donors can trust.\\n\\nSave the Children at a Glance\\n\\nCharity Navigator: ★★★★ (4-Star)\\nCharityWatch: A-\\nBBB Wise Giving Alliance: Accredited Charity\\nChildren Reached (2024): 113.6 million\\nIndividual Supporters: 1.5 million\\n\\nHow Save the Children Compares to Other Top-Rated Charities\\n\\nWhen compared with other top-rated charities, Save the Children consistently meets or exceeds widely used benchmarks for trust, transparency and financial efficiency. Independent watchdog organizations evaluate our governance, accountability and program impact annually, placing us among a small group of nonprofits recognized for strong performance across multiple rating systems.\\n\\nIn 2024, 1.5 million individual supporters played a vital role in advancing our mission for children through financial support and advocacy—reinforcing the confidence donors place in our long-standing global presence, high level of program spending and commitment to public transparency.\\n\\nBelow are just a few of the ratings we’ve received as well as frequently asked questions.\\n\\nIndependent Charity Ratings & Watchdog Reviews\\n\\nSave the Children is evaluated annually by multiple independent charity watchdog organizations using publicly available financial and governance data.\\n\\nMost Recent Rating: 2025 Top-Rated\\n\\nThe Great Nonprofits Top-Rated Awards is the one and only people’s choice award where volunteers, donors, and people served by nonprofits are asked to share stories of inspiration and express their appreciation. Based on a series of positive reviews, Save the Children received a top-rated award for 2025.\\n\\nMost Recent Rating: A-\\n\\nCharityWatch is a nonprofit charity watchdog and information service that provides ratings for approximately 500 major U.S. charities. Ratings are updated annually using data from the IRS Form 990 and audited financial statements.\\n\\nMost Recent Rating: Four Stars\\n\\nFounded in 2001, Charity Navigator has become the nation's largest and most-utilized evaluator of charities. Ratings are updated annually based on two broad areas of a charity's performance: Financial Health and Accountability & Transparency. Charity Navigator applies an overall rating (zero-to-four stars).\\n\\nMost Recent Rating: Accredited Charity\\n\\nThe Better Business Bureau's Wise Giving Alliance reviews charities governance and oversight, effectiveness, finances and fundraising and informational materials to determine whether a charity meets its standards of becoming an accredited charity. Save the Children meets the 20 standards needed to be rated as an accredited national charity.\\n\\nAmerica's Top 100 Charities\\n\\nForbes’ 2025 list of America’s Top 100 Charities is based on the most recently reported fiscal year and the rankings reflect private contributions only.\\n\\nMost Recent Rating: Platinum\\n\\nCandid formerly known as GuideStar provides as much information as they can about each nonprofit's mission, legitimacy, impact, reputation, finances, programs, transparency, governance, and so much more.\\n\\nMost Popular Charities in 2022\\n\\nSave the Children ranked 12 th on the list of Fidelity Charitable Most Popular Charities in 2022. Fidelity Charitable’s most popular nonprofit list is ranked based on the number of donor-advised funds supporting an individual charity. The 2022 list includes the 20 most popular charities by Giving Account support.\\n\\nMost Recent Rating: 4.5 Stars\\n\\nAs the world's largest social network, Facebook members have the ability to write reviews about organizations like Save the Children. We currently have a rating of 4.5 out of 5 on Facebook.\\n\\nImpact, Innovation & Sector Leadership\\n\\nIn addition to charity ratings, Save the Children is recognized for leadership, innovation and impact across the nonprofit sector.\\n\\n2025 Blackbaud Impact Changemaker Award\\n\\nSave the Children received the Changemaker Award for embracing bold innovation in donor engagement and technology transformation to drive greater impact for children worldwide.\\n\\nGreen Climate Fund Accredited\\n\\nSave the Children is a Green Climate Fund accredited entity, aiming to help scale up locally-led approaches to adaptation. The Green Climate Fund (GCF) is the world's largest climate fund ($10 billion pledged).\\n\\nPassing “TrustedSite” Security Scan\\n\\nTrustedSite is dedicated to building and protecting trust for websites. To help address concerns about possible hacker access to confidential data and the safety of visiting or shopping at certain sites, the TrustedSite trustmark appears only when a site passes the daily scans.\\n\\nWorkplace Culture & Leadership Recognition\\n\\nStrong governance and impact are supported by experienced leadership and a mission-driven workplace culture.\\n\\nAmerica’s Greatest Workplaces 2025\\n\\nSave the Children was named one of Newsweek ’s America’s Greatest Workplaces, recognizing organizations that foster employee engagement, trust, and a mission-driven culture. The rankings are based on independent employee surveys, workplace performance indicators, and organizational reputation.\\n\\nJanti Soeripto: 50 Over 50\\n\\nSave the Children President and CEO Janti Soeripto has been recognized by Forbes’ 50 Over 50, a list celebrating leaders driving meaningful impact, innovation, and change across industries and communities. This recognition reflects the experience, vision, and long-term commitment behind Save the Children’s global mission.\\n\\nIs Save the Children a good charity?\\n\\nSave the Children is the world’s leading expert on childhood. Since our founding 100 years ago, we have changed the lives of over 1 billion children. In 2024, Save the Children programs and partners helped 114 million children in 113 countries become healthier, safer and better educated.\\n\\nThese results are reflective of our proven efficiency, effectiveness and accountability. Our independently audited financial statements consistently show that out of every dollar spent, 84 cents goes directly to programs and services for children and families in need. By keeping administrative costs low, more funding goes to children’s programs.\\n\\nHow is Save the Children rated by charity watchdogs?\\n\\nCharity watch groups name us as a top-rated children’s charity among other children’s charities and non-profit organizations. Included among these charity rankings are a four-star rating from Charity Navigator and an A- rating from CharityWatch.\\n\\nWhat percentage of expenditures go to program services?\\n\\nYou can be assured that Save the Children uses the valuable resources donors have provided in the most cost-effective ways possible.\\n\\nIn fiscal year 2024, 84% of all expenditures went straight to our mission. This means that, out of every dollar spent, 84 cents goes to programs and services for children and families in need. Learn more here.\\n\\nWho helps make Save the Children an effective charity?\\n\\nWe do whatever it takes for children – every day and in times of crisis – transforming their lives and the future we share.\\n\\nOur experienced and highly skilled staff and teams around the world work tirelessly to build a better future for and with children by responding to emergencies and conflict, delivering innovative development programs, and ensuring children’s voices are heard through our campaign and advocacy work. This wouldn’t be possible without our supporters who donate to kids in need.\", \"url\": \"https://www.savethechildren.org/us/about-us/charity-ratings\", \"with\": [\"Because of our long-standing commitment to children, Save the Children consisten\", \"Founded in 2001, Charity Navigator has become the nation's largest and most-util\", \"Save the Children was named one of Newsweek ’s America’s Greatest Workplaces, re\", \"We do whatever it takes for children – every day and in times of crisis – transf\"], \"without\": [\"Why Save the Children?\", \"Where We Work\", \"Privacy Policy\", \"Terms of Use\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5291", "input": "https://www.nonprofitaccountingbasics.org/form-990/charity-ratings-why-they-matter-ways-improve", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5291\", \"ground_truth_path\": \"source/test/ground-truth/5291.json\", \"ground_truth_sha256\": \"7f14c3fcfd31956e9900163fe13415d8e7c2f2eca2230ef94dfd2daff33f7522\", \"html_path\": \"source/test/html/5291.html.gz\", \"html_sha256\": \"8adf9ebe910c2876211f84d9a31ef53cfa35e7d5bb786b610c681c415e4c2607\", \"page_type\": \"article\", \"reference\": \"What are charity ratings? Charity ratings are evaluations created by charity watchdog organizations who are also nonprofit entities. The mission of charity watchdogs is to help donors make informed choices about the charitable organizations they want to support. Most of these organizations also post helpful resources for donors and nonprofits on their websites. In addition, charity watchdogs are called “watch dogs” for a reason. They post warnings about organizations they determine to be poorly governed, wasteful, or inefficient.\\n\\nWho are the top charity watchdogs?\\n\\nThe most widely known charity watchdog is Charity Navigator because they rate the most organizations annually. The next two most widely known are CharityWatch and Give.org (the Better Business Bureau’s Wise Giving Alliance). There are other charity rating organizations and if your nonprofit organization is a 501(c)(3) charity, you should consider browsing these sites to determine if your organization has been rated. Listed below are some of the other charity ratings organizations.\\nGiveWell: aims to direct donor funding to nonprofits saving or improving the most lives\\nGlobalGiving: connects nonprofits, donors, and companies worldwide to serve those in need\\nGreat Nonprofits: leading platform for community-sourced impact stories about nonprofits\\n\\nWhy charity ratings matter?\\n\\nThe primary reason charitable organizations should care about charity ratings is the potential impact on donors and donations. A great rating increases fundraising potential, and a poor rating may result in more than lost donations because of the rating on an organization’s reputation.\\n\\nConsider the following groups who can research your organization on charity ratings websites:\\nBoard members: use ratings to assess whether to accept an invitation to join a board\\nStakeholders: volunteers, institutional funders, and partnering organizations use ratings to benchmark organizations against peers\\nFuture nonprofit leaders: use ratings to evaluate whether to apply for key positions\\n\\nWhat is GuideStar? A different kind of Charity Watchdog!\\n\\nMost people know that GuideStar is the place to go for looking up Form 990 data for tax-exempt organizations, but they do much more. GuideStar is a charity watchdog that does not actually rate organizations. Instead, GuideStar offers a platform for organizations to publish information and earn various “seals of transparency”. This GuideStar rating system enables organizations to control their narrative by what they report on Form 990 along with what they publish for their GuideStar profile.\\n\\nFurthermore, GuideStar provides a lot of free resources along with other helpful services which require a subscription or fee. Another benefit of claiming and updating a GuideStar profile is that this site enables a nonprofit to expand its reach. How? This is accomplished through the institutional partners that power their platforms with GuideStar data: AmazonSmile, Google for Nonprofits, Fidelity Charitable donor advised funds, Network for Good, and others.\\n\\nHelpful GuideStar resources:\\nHow to claim your FREE GuideStar profile – click on “ Learn more ” to get help\\nInformation needed to earn each of the GuideStar Seals\\nGo for the top Platinum seal\\nHelp with selecting metrics or key performance indicators\\n\\nHow to improve your charity ratings?\\nStart with reviewing your Form 990: This document is used by all the charity watchdogs and drives many of the ratings. Pay attention to what the watchdogs “watch” for your review:\\nProgram Service Accomplishments [Part III]: provide quantitative data and highlight impact.\\nGovernance, Management, and Disclosure [Part VI]: Make sure you can mark “yes” for Section A: 12a, 13, 14 and 15.\\nCompensation [Part VII]: Make sure key executive and volunteer information is accurate\\nStatement of Functional Expenses [Part IX]: ensure that you are properly allocating expense between administrative, fundraising, and program functions.\\nEarn a GuideStar platinum seal of transparency: GuideStar does more than just maintain a database of Form 990 filings. Research links earning a GuideStar Seal of transparency to a 53% increase in contributions. Read the next section “What is GuideStar?” for more information on seals of transparency.\\nUpdate your website: promote transparency and create a call to action by assessing whether your site includes these components of the best-rated charities:\\nImpact – Show how your programs and activities are making a difference.\\nSupport Opportunities – Let donor and volunteer know about opportunities.\\nCommunity Engagement – Include event calendars and activities – keep it current.\\nAccountability and Transparency – Include links to the most recently filed Form 990 and financial statement audit.\\n\\nDo you or your board need help understanding the Form 990 or want to learn more about accounting best practice to support financial transparency? Talk with your auditors or consider working with an external accounting firm with a focus on the nonprofit sector or with a nonprofit practice.\", \"url\": \"https://www.nonprofitaccountingbasics.org/form-990/charity-ratings-why-they-matter-ways-improve\", \"with\": [\"The most widely known charity watchdog is Charity Navigator because they rate th\", \"Future nonprofit leaders: use ratings to evaluate whether to apply for key posit\", \"Governance, Management, and Disclosure [Part VI]: Make sure you can mark “yes” f\", \"Accountability and Transparency – Include links to the most recently filed Form \"], \"without\": [\"Terms & Conditions\", \"Copyright 2026\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5292", "input": "https://hbkcpa.com/insights/nonprofit-ratings-do-make-a-difference/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5292\", \"ground_truth_path\": \"source/test/ground-truth/5292.json\", \"ground_truth_sha256\": \"1b84206046f67ef8c60a42315e0601b6e09d8935b69fa07108bedfb91b50c019\", \"html_path\": \"source/test/html/5292.html.gz\", \"html_sha256\": \"666b9bfa71d021a18ced95a8579333f697251bb2fffdbea99064cbf0fef6c54a\", \"page_type\": \"article\", \"reference\": \"As many donors are tightening their belts, they are looking for ways to differentiate nonprofits. Many rely on rating and information from charity review sites, such as Charity Navigator, Give Well and Guidestar, now known as Candid.\\n\\nCandid is about data.\\n\\nMost of us were familiar with Guidestar because we have used its 990Finder. In 2019, GuideStar merged with Foundation Center to become Candid. Candid itself is a nonprofit and an information service specializing in reporting on U.S. nonprofit organizations. It provides comprehensive data and insights about the social sector: where dollars come from, what dollars go to, and why it all matters.\\n\\nCandid offers a widely used online profile that can be updated at no cost. When a tax-exempt organization claims its profile and earns a Seal of Transparency, it becomes more visible not just on Candid’s website, but also on more than 200 partner platforms including Facebook, Network for Good, and many donor-advised funds. Candid is not a rating system. Rather, organizations earn Seals of Transparency by contributing information about their mission, staff and leadership, programs, goals, and more.\\n\\nSeals of Transparency\\n\\nCandid ratings, or Seals of Transparency, are assigned at four levels: Bronze, Silver, Gold, and Platinum. A Seal of Transparency is a nonprofit’s first step to becoming eligible for Apple Pay for donations. Best practices suggest organizations begin by qualifying for a Bronze Seal and work up through the levels to Platinum. Each level requires the disclosure of additional information. Gold Seal ratings require information from 2022 and 2023; Platinum Seals require at least one submitted metric from 2023. All levels have required information and optional information.\\n\\nBronze: The Bronze Seal provides basic information that allows donors to find your organization. Four pieces of information are required to earn a Bronze Seal:\\n\\nContact information\\n\\nDonation information\\n\\nMission statement\\n\\nLeadership information \\n\\nSilver: The Silver Seal allows organizations to showcase their programs and activities for donors. Three elements are required to obtain a Silver Seal:\\n\\nProgram details: name, brief description, and geographic area served \\n\\nGrant-maker status: Does your organization make grants or donations to others?\\n\\nBranding: logo, tagline, website, and social media account handles\\n\\nGold: The Gold Seal requires the disclosure of financial information. Two core details are required to secure a Gold Seal:\\n\\n2022 or 2023 financials: Audited financials are not required; basic financial data can be self-disclosed.\\n\\nBoard chair’s name and leadership demographics \\n\\nPlatinum: The Platinum Seal allows the organization to showcase itself and its mission-driven goals at a high level. Two key components are required to achieve a Platinum Seal:\\n\\nStrategy and goals: Upload your strategic plan or briefly answer two questions.\\n\\nMetrics: Share at least one impact-based metric from 2023.\\n\\nSeals expire annually, so information must be updated each year.\\n\\nCandid Seals allow organizations to “opt in” and share additional data including:\\n\\nOrganizational data:\\n\\nInformation on the leader, board members, senior staff and staff\\n\\nEquity strategies\\n\\nBoard leadership practices:\\n\\nBoard education and orientation\\n\\nOversight of the CEO\\n\\nEthics including conflict-of-interest practices\\n\\nBoard makeup and recruitment\\n\\nFormal board assessment measures\\n\\nFeedback practices:\\n\\nCollection of constituent feedback\\n\\nAdditional “permanent” documents can also be provided through the Candid Seal process.\\n\\nWhat should charities do now?\\n\\nClaim your Candid profile if you don’t already have one. If you have one, update your existing profile.\\n\\nReview the information necessary for each Seal level and gather current information as needed.\\n\\nThe information to earn Bronze and Silver Seals is readily available. Earn these to get started and work toward Gold and Platinum Seals.\\n\\nUse the many Candid tools available to help gather data. These tools can provide new ways to demonstrate the impact of your organization.\\n\\nFinally, obtain the shareable link profile that Candid provides to use in your own development activities.\\n\\nWant more information? Go to www.Candid.org or www.Guidestar.org.\\n\\nWhy this matters\\n\\nOrganizations build trust and attract funding by being transparent and proving their effectiveness and efficiency. Donors want to be able to gather current information on a nonprofit easily in order to make informed decisions. As opposed to searching through more than 200 platforms, a donor can go to Candid for comprehensive information.\\n\\nWatch for the Spring 2024 issue of HBK Nonprofit Solutions newsletter Insights and an article by HBK Principal Sean Kocan, CPA, on Charity Navigator, a platform that assesses and rates the financial health and accountability of charitable organizations.\", \"url\": \"https://hbkcpa.com/insights/nonprofit-ratings-do-make-a-difference/\", \"with\": [\"Most of us were familiar with Guidestar because we have used its 990Finder. In 2\", \"Gold: The Gold Seal requires the disclosure of financial information. Two core d\", \"Additional “permanent” documents can also be provided through the Candid Seal pr\", \"Watch for the Spring 2024 issue of HBK Nonprofit Solutions newsletter Insights a\"], \"without\": [\"Client Portal Signup\", \"Online Payment\", \"All Services\", \"Financial Benchmarking and Performance Measurement\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5294", "input": "https://wholewhale.com/tips/nonprofit-transparency-best-practices/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5294\", \"ground_truth_path\": \"source/test/ground-truth/5294.json\", \"ground_truth_sha256\": \"22f3443527c505738215bbe6dfae238fd5e7fd3387224741a45378ef6b80b608\", \"html_path\": \"source/test/html/5294.html.gz\", \"html_sha256\": \"f732beb7f59abd1653d2a951e26ddb2c48bedab481373e534f6bb10553d9bbf4\", \"page_type\": \"article\", \"reference\": \"Researched by Nicholas Azulay + Isabelle Brauer\\n\\nWhole Whale does not publicly offer or claim to offer financial and/or legal advice to nonprofits or any organization. Seek independent counsel from an attorney, accountant, or other certified professional on specific issues related to nonprofit financial transparency and accounting. We are not certified financial or accounting professionals. Requirements may vary depending on country, state, and/or tax-exempt status.\\n\\nWe’ve all been there. We see those feel-good stories about amazing fundraisers on our feeds:\\n\\n“Viral Irish GoFundMe Raises Millions for the Navajo Nation In Act of Generosity That Bridges Historical Debt of Gratitude ”\\n\\nWe are inclined to participate in this amazing cause, but first we want to do our homework on an organization or viral fund before donating real money. In the case of the above grassroots fundraiser, lots of international press easily verified the fund’s legitimacy.\\n\\nBut how does your audience of potential donors and partners verify your organization’s legitimacy? Read on to learn more about nonprofit transparency best practices!\\n\\nWhy Does Financial Transparency Matter for Nonprofits?\\n\\nCommunicating accountability, responsibility, and impact with the general public should be a priority for any organization. Flashy graphics, blogs, highlight reels and the like are great for most people, but the really cautious (or curious) will want to read an annual report, read about board members, and learn more about the nuts and bolts of your organization. Beyond annual reports, your organization’s commitment to financial transparency, represented by the public release of financial documents and tax statements, will be a welcome (and often essential) inclusion for stakeholders of all types.\\n\\nYour organization’s public disclosure of financial and tax documents can help instill confidence in donors, yes, but also grant making foundations, future hires, journalists, charity rating organizations, and the general public more broadly.\\n\\nNot only is public financial disclosure considered a nonprofit transparency best practice (and may be legally required), but it directly impacts your organization’s ability to communicate its mission, values, and financial health to relevant stakeholders.\\n\\nIt’s more important than ever that you and your organization communicate legitimacy to your audience — especially if you hope to cultivate those audience members into donors or partners.\\n\\nIn this article, we’ll walk you through what information your organization should include on your website. We’ll walk through the benefits of charity ratings, then delve into how to present your IRS Form 990 (for U.S.-registered nonprofits), audited tax statements, and other documents like annual reports on your website. From there, we more broadly contextualize financial transparency within other nonprofit transparency best practices, like publicly listing board members, having an on-site privacy policy, and more!\\n\\nGeography of a Nonprofit Financials Page\\n\\nThere are five key elements of a successful nonprofit financial page: charity ratings, audited financial statements, IRS Form 990s, annual reports, and a privacy policy.\\n\\nWhen used effectively, nonprofits can leverage financial charity ratings to demonstrate efficacy and win over potential donors. It can be hard to determine what’s essential with so many different rating systems out there—so what charity rating platforms are most important for building credibility and how do they measure efficacy?\\n\\nCharity Ratings\\n\\nCharity rating organizations use varying metrics for evaluating efficacy and impact, but most organizations use Accountability, Transparency, Program Percentage, and Fundraising efficiency as the basis for their ratings.\\n\\nCharity Navigator is the world’s largest independent charity evaluator and rater. It lists hundreds of thousands of US-based charities with programs worldwide, providing insights into a nonprofit’s financial health and adherence to best practices for accountability and transparency. Charity Navigator reviews organization websites and uses data from their IRS Form 990 to rate how efficiently a charity will use donor support, the health of its programs over time, and its level of commitment to accountability.\\n\\nCharity Navigator defines accountability and transparency in assessing charities in the following terms:\\n\\nAccountability is an obligation or willingness by a charity to explain its actions to its stakeholders.\\nTransparency is an obligation or willingness by a charity to publish and make available critical data about the organization.\\n\\nCharities are rated on a scale of 0-Stars (Exceptionally Poor) to 4-Stars (Exceptional) and will receive graphic badges demonstrating their rating that they can post on their site. In late 2020, Charity Navigator announced significant changes to its rating system. Charity Navigator launched its Encompass Rating System, which currently evaluates nonprofits on two criteria: Finance & Accountability and Impact & Results, but will ultimately include Leadership & Adaptability and Culture & Community.\\n\\nGuidestar by Candid (formerly GuideStar) i s the largest source of nonprofit information. In 2019, Foundation Center and GuideStar joined forces to become Candid, a 501c3 nonprofit organization. GuideStar aims to provide a more neutral, “just the facts” approach to empower better giving practices. Guidestar gathers the following information on IRS-rated nonprofits: verification of registration with the IRS, IRS Forms 990, independent audit reports, mission, and objectives. It’s important for nonprofits to ensure their information is up-to-date and complete in the database because commercial businesses, private foundations, and other grantmakers use Guidestar when they want to quickly get the full financial picture of a nonprofit. Guidestar sends information to 200+ charitable sites, including AmazonSmile and Facebook.\\n\\nGuideStar is not a nonprofit evaluator, but they do provide Seals of Transparency that give potential supporters insights into the organization.\\n\\nCharityWatch self-describes itself as “America’s most independent, assertive charity watchdog.”\\n\\nCharityWatch’s mission is to “dive deep to let you know how efficiently a charity will use your donation to fund the programs you want to support. CharityWatch exposes nonprofit abuses and advocates for your interests as a donor.”\\n\\nTheir approach is different from Charity Navigator in that their rating system is an “A+” through “F” grading system and they don’t strictly focus on financial metrics and ratios. CharityWatch evaluates nonprofits based on their tax statements, audited financials, annual reports, and direct outreach to nonprofits. CharityWatch assesses mutual aid and social advocacy charities that aren’t always eligible to be evaluated by other charity rating organizations due to size or other restrictions like religion.\\n\\nBetter Business Bureau’s Wise Giving Alliance evaluates nonprofits based on four charity areas of accountability: governance, results reporting, finances, and truthful and transparent communications. Organizations that meet the requirements receive a BBB Charity Seal, which they can display online.\\n\\nAudited Financial Statements\\n\\nNot all organizations are required to have their financials independently audited. Independent audits are obligatory for all organizations with annual revenue over $250K; auditing requirements are also dependent on how much federal funding is received or what states your organization operates in. Although the revenue thresholds differ from state to state, more than one-third of all states require nonprofits of a specific annual revenue size to have an independent audit conducted if they solicit funds from their state’s residents.\\n\\nAn independent audit analyzes financial statements and accounting records to verify the accuracy of your accounting records and internal controls. After the audit, the auditor releases a report in the form of a letter stating whether your accounting records and year-end financial statements accurately portray your organization’s financial health according to generally accepted accounting principles (GAAP).\\n\\nIndependent audits can be a strategic tool for nonprofits in establishing financial transparency with your current and future donors. Audits can also provide insights into areas of imporvement and opportunities for record-keeping improvements.\\n\\nIRS Form 990 (For U.S. Nonprofits)\\n\\nForm 990 is the annual tax form that US-based tax-exempt 501(c)3 nonprofits with $100K in annual contributions or over $250K in assets are required to file. Form 990 is publicly available and can be found on the organization’s page or on databases like GuideStar. The Form 990 evaluates the legitimacy and financial health using the revenue and expenses from the most recent fiscal year to demonstrate how finances have been utilized.\\n\\nAnnual Reports\\n\\nA lot of us dread the creation of an annual report. Annual reports are the kind of document you know you should have but are not convinced that its value is worth it. They can be long, tedious, often expensive to create or design.\\n\\nWe’re here to tell you that yes, you should have an annual report. You have a responsibility to your donors and the general public to be transparent about your organization, especially if it is a public charity. While IRS tax forms are important to make available for public inspection, let’s be honest, they’re difficult to comprehend unless you’re a nonprofit professional.\\n\\nAnnual reports give your nonprofit the chance to highlight the amazing work it is doing. How many students did you help? What pieces of legislation did you support? Did a new grant allow you to expand the programming of a particular project? Shout to the rooftops! Celebrate your work, highlight your beneficiaries, communicate your impact.\\n\\nDid your organization fail? Did a program fall short? That’s okay too. Be honest about it in your annual report and tell your partners, stakeholders, and donors how you’re going to learn from it. Done right, your honesty will invite trustworthiness from both your supporters and beneficiaries.\\n\\nAnnual reports are also a crucial part of communicating your organization’s financial position to board members, volunteers, high-value donors, grant-making organizations, and the general public. It’s your responsibility to contextualize financial statements into an easy-to-comprehend narrative.\\n\\nBut we are also here to tell you that no, annual reports don’t have to be long and boring! Get creative in illustrating your impact and being transparent with your financials. Check out this list of the best nonprofit annual reports with ideas to steal for 2021! Hint: they’re not all downloadable PDFs!\\n\\nTemplate\\n\\nAnnual report template\\n\\nSave time on design and focus on showing your impact\\n\\nGeneral Nonprofit Transparency Best Practices\\n\\nPublicly List Board Members & Key Staff\\n\\nIn the spirit of transparency, it is considered best practice for nonprofits to have board members listed publicly online. While the listing of board members (including uncompensated members of a governing body) is required on the IRS Form 990, it is also considered appropriate to do so on your organization’s website itself. Making available information about individuals leading and governing your organization is key to building trust and conveying transparency.\\n\\nPrincipal staff (or all staff) should also be listed. It is important for the public to know who is in charge of the operation and management of a nonprofit. Additionally, listing key staff and board members online provides an outlet for more up-to-date information than that found on the 990.\\n\\nAssume Responsibility For Donor & Data Privacy\\n\\nDonor privacy needs to be of utmost priority for any organization soliciting donations or other personally identifiable information. Charity Navigator recommends that you include a donor privacy policy that states your organization “will not share or sell a donor’s information with anyone else, nor send donor mailings on behalf of other organizations” or “will only share or sell personal information once the donor has given the charity specific permission to do so.”\\n\\nIn 2021, data privacy needs to be a priority for nonprofits, especially with GDPR, CCPA, and SHIELD laws. In addition to a donor policy, all nonprofits should have a web data privacy policy on their site. Check out Amnesty International’s easy-to-read cookie statement.\\n\\nRead more about navigating an evolving data privacy landscape in our Pragmatist’s Guide to US Digital Privacy Laws. New to data privacy? Get an in-depth guide to nonprofit privacy policy.\\n\\nPlease note that Charity Navigator grades organizations on the presence of other policies that while not required to be publicly available, will be evaluated by their inclusion on the 990. Such policies include a conflict of interest policy, whistleblower policy, etc. Read through Charity Navigator’s rubric for more information about nonprofit transparency best practices.\\n\\nWhat Should a Nonprofit Financial’s Page Look Like?\\n\\nThere’s a goldilocks mechanism when it comes to sharing information with site visitors: too much complex information can be overwhelming, but not including enough facts can feel deceiving.\\n\\nHere’s our 5-step guide to make your financial page just right\\n\\nSummarize the key points – Create easy access to your information to help potential supporters get the most important information quickly\\nProvide data visualizations – Break up important info like fundraising vs. program expenses percentages into infographics or illustrations to make information more digestible\\nShow your awards – Prominently display your charity ratings, seals, and accolades. (PS. Displaying your charity ratings on your donate page can help build trust with new supporters!)\\nMake it easy and fast – Public financial documents should be easily viewed and downloaded from the website so a potential donor can feel empowered to do their own research to make conclusions\\nTell your story – Display your past year’s financial statements and annual reports to help build credibility and demonstrate how your organization has transformed over the years\\n\\nHere are some our favorite examples from our clients:\\n\\nDonate Life America\\n\\nLongtime Whole Whale partner Donate Life America uses its Financial Stewardship page to neatly convey its financial story in an easy-to-read narrative. Donate Life America also publicly lists its board members and senior staff.\\n\\nWorld Animal Protection\\n\\nWhole Whale client World Animal Protection’s financial page similarly adheres to many nonprofit transparency best practices. The organization lists its Global Reviews (consolidated annual reports) alongside its Form 990s and Audited Financial Statements going back five years.\", \"url\": \"https://wholewhale.com/tips/nonprofit-transparency-best-practices/\", \"with\": [\"Whole Whale does not publicly offer or claim to offer financial and/or legal adv\", \"Transparency is an obligation or willingness by a charity to publish and make av\", \"General Nonprofit Transparency Best Practices\", \"Longtime Whole Whale partner Donate Life America uses its Financial Stewardship \"], \"without\": [\"Generative AI\", \"Digital Advertising\", \"Email Marketing\", \"Built in Brooklyn\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5295", "input": "https://www.lockheedmartinjobs.com/job/huntsville/college-student-summer-intern/694/92665000464", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5295\", \"ground_truth_path\": \"source/test/ground-truth/5295.json\", \"ground_truth_sha256\": \"4abafb215478c5f5cd77d47a7cacf875881df457e2de81f6024b8e6214723b5d\", \"html_path\": \"source/test/html/5295.html.gz\", \"html_sha256\": \"ab0da9d4155760cb9e1dbb73f3d134aa4b70237e3e76769f203ef8a377125ac1\", \"page_type\": \"listing\", \"reference\": \"Huntsville, Alabama\\n\\nJob ID: 698029BR Date posted: Mar. 11, 2026\\n\\nDescription: By bringing together people that use their\\npassion for purposeful innovation, at\\nLockheed Martin we keep people safe and\\nsolve the world's most complex challenges.\\nOur people are some of the greatest minds\\nin the industry and truly make Lockheed\\nMartin a great place to work.\\n\\nWith our employees as our priority, we\\nprovide diverse career opportunities\\ndesigned to propel development and boost\\nagility. Our flexible schedules, competitive\\npay, and comprehensive benefits enable\\nour employees to live a healthy, fulfilling\\nlife at and outside of work.\\n\\nAt Lockheed Martin, we place an emphasis\\non empowering our employees by\\nfostering innovation, integrity, and\\nexemplifying the epitome of corporate\\nresponsibility.\\n\\nYour Mission is Ours.\\n\\nLockheed Martin Space is seeking an Electronic/Electrical Engineer 2026 Summer Intern. In this role, you will help coordinate/resolve technical issues across multiple teams. This includes assisting in the preparation of engineering packages, coordinating lab hardware and providing direct support to senior electrical engineers with routine tasks. The successful candidate will demonstrate experience working as a member of a team and must adapt well to a changing environment. The successful candidate will also use his/her background to contribute to design, build and test of hardware products.\\nMust be a US Citizen; this position will require a government security clearance. This position is located at a facility that requires special access.\\nBasic Qualifications:\\nEnrolled in BS degree program or higher in Electronic/Electrical Engineering or a related discipline\\n\\nBasic experience using multimeter or similar measuring instrumentation\\nDesired Skills:\\nKnowledge or experience integrating systems or equipment\\nExperience using multimeter, oscilloscope or similar testing equipment\\nKnowledge or experience using CAD tools such as CREO or similar\\nGood communication and organizational skills\\nSelf-starter and Effective working in a fast-paced team environment\\nSecurity Clearance Statement: This position requires a government security clearance, you must be a US Citizen for consideration.\\nClearance Level: Secret\\nOther Important Information You Should Know\\nExpression of Interest: By applying to this job, you are expressing interest in this position and could be considered for other career opportunities where similar skills and requirements have been identified as a match. Should this match be identified you may be contacted for this and future openings.\\nAbility to Work Remotely: Onsite Full-time: The work associated with this position will be performed onsite at a designated Lockheed Martin facility.\\nWork Schedules: Lockheed Martin supports a variety of alternate work schedules that provide additional flexibility to our employees. Schedules range from standard 40 hours over a five day work week while others may be condensed. These condensed schedules provide employees with additional time away from the office and are in addition to our Paid Time off benefits.\\nSchedule for this Position: Part-Time as assigned by leader\\nLockheed Martin is an equal opportunity employer. Qualified candidates will be considered without regard to legally protected characteristics.\\nThe application window will close in 90 days; applicants are encouraged to apply within 5 - 30 days of the requisition posting date in order to receive optimal consideration.\\nAt Lockheed Martin, we use our passion for purposeful innovation to help keep people safe and solve the world's most complex challenges. Our people are some of the greatest minds in the industry and truly make Lockheed Martin a great place to work.\\n\\nWith our employees as our priority, we provide diverse career opportunities designed to propel, develop, and boost agility. Our flexible schedules, competitive pay, and comprehensive benefits enable our employees to live a healthy, fulfilling life at and outside of work. We place an emphasis on empowering our employees by fostering an inclusive environment built upon integrity and corporate responsibility.\\n\\nIf this sounds like a culture you connect with, you’re invited to apply for this role. Or, if you are unsure whether your experience aligns with the requirements of this position, we encourage you to search on Lockheed Martin Jobs, and apply for roles that align with your qualifications.\\nExperience Level: Co-op/Summer Intern\\nBusiness Unit: SPACE\\nRelocation Available: Possible\\nCareer Area: Hardware Engineering\\nType: Call-In\\nShift: First\", \"url\": \"https://www.lockheedmartinjobs.com/job/huntsville/college-student-summer-intern/694/92665000464\", \"with\": [\"Description: By bringing together people that use their\", \"Other Important Information You Should Know\", \"Must be a US Citizen; this position will require a government security clearance\", \"Experience Level: Co-op/Summer Intern\"], \"without\": [\"Share this Job\", \"Join our talent network\", \"Select a Job Category\", \"All Rights Reserved\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5300", "input": "https://code.org/en-US/students/internships-and-apprenticeships", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5300\", \"ground_truth_path\": \"source/test/ground-truth/5300.json\", \"ground_truth_sha256\": \"177822b9266dc445bfde5acf8e9733f45521f17e69cf280000dc09aa2e60db1a\", \"html_path\": \"source/test/html/5300.html.gz\", \"html_sha256\": \"ad9994315e9f88b60e7c2d2b8bcb62f90c1aac943c1d2d315530cc2513898dcf\", \"page_type\": \"listing\", \"reference\": \"Internships and Apprenticeships\\n\\nFind student-friendly opportunities where learners can apply computer science(CS) skills, explore careers, and gain insight into the tech industry.\\n\\nFind internships and apprenticeships\\n\\nJUMP TO SECTION\\n\\nApprenticeships\\n\\nAfter High School\\n\\nApprenti\\n\\nTechnical training and year-long paid apprenticeships at tech companies for students looking for an alternative to college.\\n\\nAfter High School\\n\\nMultiverse\\n\\nPaid CS apprenticeships at top companies and career development for students looking for an alternative to college.\\n\\nAfter High School\\n\\nNPower\\n\\nWork-study program in select states for military veterans and students from underserved communities.\\n\\nAfter High School\\n\\nYear Up United\\n\\nYear-long program includes six months of technical training and a six-month corporate internship.\\n\\nInternships for students entering or in college\\n\\nEntering/In College\\n\\nInStep from Infosys\\n\\nInternships across the globe with opportunities spanning artificial intelligence, sustainability, big data, and more.\\n\\nEntering/In College\\n\\nMicrosoft Internships\\n\\nPaid internship opportunities in fields like software engineering, UX design, data science, and more.\\n\\nInternships for high school students\\n\\nHigh School\\n\\nGenesys Works\\n\\nYear-long program for high school students includes technical training and a paid corporate internship.\\n\\nHigh School\\n\\nMicrosoft High School Internships\\n\\nOn-the-job learning and opportunities to contribute to real-world technology projects at Microsoft.\\n\\nAdditional resources\\n\\nCurriculum Catalog\\n\\nComprehensive curriculum offerings for every grade and experience level featuring robust structured and self-paced learning options.\\n\\nVideo Library\\n\\nExplore our large library of engaging and informative videos to learn about key AI and computer science concepts on a broad range of topics.\\n\\nHour of AI\\n\\nLooking for more short-form activities and resources for all age levels? Explore our library of Hour of AI activities and tutorials!\", \"url\": \"https://code.org/en-US/students/internships-and-apprenticeships\", \"with\": [\"Technical training and year-long paid apprenticeships at tech companies for stud\", \"Year-long program includes six months of technical training and a six-month corp\", \"Year-long program for high school students includes technical training and a pai\", \"Explore our large library of engaging and informative videos to learn about key \"], \"without\": [\"Donate\", \"Privacy Policy\", \"Visit website\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5301", "input": "https://www.intern-list.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5301\", \"ground_truth_path\": \"source/test/ground-truth/5301.json\", \"ground_truth_sha256\": \"43176d79d94318cf63130d998c8345f724689f8761965c08174c93c9f541948a\", \"html_path\": \"source/test/html/5301.html.gz\", \"html_sha256\": \"76c2c815b84668faafcf261c9011dba5fc1186d8cb40d3f23e87839b99b9e8aa\", \"page_type\": \"listing\", \"reference\": \"The Ultimate 2026 U.S. & Canada Internships List\\n\\nLooking for an internship? Get hourly updates from LinkedIn, Indeed, Handshake, and 200K+ career sites - so you never miss a single opportunity.\\n\\nUnited States\\n\\nCanada\\n\\nSoftware Engineering\\nData Analysis\\nMachine Learning and AI\\nProduct Management\\nAccounting and Finance\\nEngineering and Development\\nBusiness Analyst\\nMarketing\\nCybersecurity\\nConsulting\\nCreatives and Design\\nManagement and Executive\\nPublic Sector and Government\\nLegal and Compliance\\nHuman Resources\\nArts and Entertainment\\nSales\\nCustomer Service and Support\\nEducation and Training\\nHealthcare\\nSupply Chain\", \"url\": \"https://www.intern-list.com/\", \"with\": [\"Looking for an internship? Get hourly updates from LinkedIn, Indeed, Handshake\", \"Machine Learning and AI\", \"Public Sector and Government\", \"Customer Service and Support\"], \"without\": [\"2026 New Graduate Jobs List\", \"Top AI/ML Jobs\", \"Guide by Job Function\", \"Master Job Search\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5302", "input": "https://www.internhacker.com/internships/al-us", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5302\", \"ground_truth_path\": \"source/test/ground-truth/5302.json\", \"ground_truth_sha256\": \"277f4cf5fa24bebafe49cb965125c624912c2117a92a5ed574659d4fb742038d\", \"html_path\": \"source/test/html/5302.html.gz\", \"html_sha256\": \"9cf615bcca7af9eb81ae43caf86efa40e93d24705ec60bc2622ffa1faf70b916\", \"page_type\": \"listing\", \"reference\": \"United States\\n\\n33\\n\\nActive Internships\\n\\nLatest Internships in Alabama Showing 10 of 33\\n\\nSoftware Engineer Intern\\n\\nNew\\n\\nLeidos\\n\\nHuntsville, AL • Summer 2026 View internship details\\n\\nSoftware Engineer Intern\\n\\nTeledyne\\n\\nHuntsville, AL • Summer 2026 View internship details\\n\\nComputer Engineer Intern\\n\\nParsons\\n\\nHuntsville, AL • Summer 2026 View internship details\\n\\nEngineering Intern\\n\\nMarmon Holdings\\n\\nDecatur, AL • Summer 2026 View internship details\\n\\nEngineering Intern\\n\\nMarmon Holdings\\n\\nDecatur, AL • Summer 2026 View internship details\\n\\nProduct Information Management Intern\\n\\nGenuine Parts Company\\n\\nBirmingham, AL • Summer 2026 View internship details\\n\\nR&D Co-Op\\n\\nRheem\\n\\nMontgomery, AL • Summer 2026 View internship details\\n\\nHardware Engineer Intern\\n\\nRadiance Technologies\\n\\nHuntsville, AL • Summer 2026 View internship details\\n\\nCo-op System Engineer\\n\\nSymbotic\\n\\nDecatur, AL • Summer 2026 View internship details\\n\\nIntern Software Engineer Intern\\n\\nRTX\\n\\nHuntsville, AL • Summer 2026 View internship details\\n\\nTop Companies Hiring in Alabama\\n\\nExplore Other States\\n\\nFrequently Asked Questions About Internships in Alabama\\n\\nHow many tech internships are available in Alabama?\\n\\nThere are currently 33+ active tech internship positions available in Alabama. This includes software engineering, data science, product management, and other technical roles across the state.\\n\\nWhat companies offer internships in Alabama?\\n\\nTop companies hiring interns in Alabama include CFD Research Corporation, Amentum, Leidos, Marmon Holdings, Teledyne. These companies offer competitive internship programs with opportunities for full-time conversion.\\n\\nWhat cities in Alabama have the most internships?\\n\\nThe cities with the most tech internship opportunities in Alabama include Huntsville, Decatur, Birmingham, H, Hackleburg. These cities are home to major tech companies and startups offering internship programs.\\n\\nWhat types of internships are available in Alabama?\\n\\nAlabama offers a diverse range of tech internships including software engineering, data science, machine learning, product management, UX/UI design, and DevOps roles. Many positions are available for summer, fall, and spring terms.\\n\\nAre there remote internship options in Alabama?\\n\\nYes, many Alabama-based companies offer hybrid or fully remote internship options. You can filter our listings to show remote-friendly positions.\", \"url\": \"https://www.internhacker.com/internships/al-us\", \"with\": [\"Huntsville, AL • Summer 2026 View internship details\", \"Montgomery, AL • Summer 2026 View internship details\", \"What companies offer internships in Alabama?\", \"Are there remote internship options in Alabama?\"], \"without\": [\"Intern Hacker\", \"All Locations\", \"Denver, CO\", \"Kansas City, MO\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5314", "input": "https://houstonspca.org/available-pets/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5314\", \"ground_truth_path\": \"source/test/ground-truth/5314.json\", \"ground_truth_sha256\": \"2657287586f5342d733617b6e526a4da04df0efed732dfeb57aca08240119143\", \"html_path\": \"source/test/html/5314.html.gz\", \"html_sha256\": \"1b1fb462033319d15331ba2da023be738591ebcc74b0687d3fb3f76b8f1b7180\", \"page_type\": \"listing\", \"reference\": \"Please note: we are unable to place any animal on hold.\\n\\nArrow\\n\\nBreed: Gaited\\n\\nSex: Male\\n\\nAge:\\n\\n20 years and 10 months\\n\\nWeight: 840 lbs\\n\\nBethany\\n\\nBreed: Domestic Longhair\\n\\nSex: Female\\n\\nAge:\\n\\n6 years\\n\\nWeight: 5.62 lbs\\n\\nElla\\n\\nBreed: Pony\\n\\nSex: Female\\n\\nAge:\\n\\n17 years and 4 months\\n\\nWeight: 594 lbs\\n\\nBulma\\n\\nBreed: Domestic Short Hair\\n\\nSex: Female\\n\\nAge:\\n\\n1 years\\n\\nWeight: 7.25 lbs\\n\\nJager\\n\\nBreed: Quarter Horse\\n\\nSex: Male\\n\\nAge:\\n\\n11 years and 2 months\\n\\nWeight: 1030 lbs\\n\\nXyla\\n\\nBreed: Paint/Pinto\\n\\nSex: Female\\n\\nAge:\\n\\n3 years and 11 months\\n\\nWeight: 798 lbs\\n\\nCarla\\n\\nBreed: Shepherd\\n\\nSex: Female\\n\\nAge:\\n\\n7 months\\n\\nWeight: 50 lbs\\n\\nBuddy\\n\\nBreed: Hound\\n\\nSex: Male\\n\\nAge:\\n\\n5 years\\n\\nWeight: 47 lbs\\n\\nOrmie\\n\\nBreed: Quarter Horse\\n\\nSex: Male\\n\\nAge:\\n\\n15 years and 5 months\\n\\nWeight: 748 lbs\\n\\nJimbo\\n\\nBreed: Labrador Retriever\\n\\nSex: Male\\n\\nAge:\\n\\n4 years\\n\\nWeight: 70.4 lbs\\n\\nPrincess Leia\\n\\nBreed: Domestic Short Hair\\n\\nSex: Female\\n\\nAge:\\n\\n2 years and 1 months\\n\\nWeight: 7.31 lbs\\n\\nTerrance\\n\\nBreed: Domestic Short Hair\\n\\nSex: Male\\n\\nAge:\\n\\n3 years\\n\\nWeight: 11 lbs\\n\\nAce\\n\\nBreed: German Shepherd\\n\\nSex: Male\\n\\nAge:\\n\\n2 years and 1 months\\n\\nWeight: 62.2 lbs\\n\\nGarfield\\n\\nBreed: Domestic Short Hair\\n\\nSex: Male\\n\\nAge:\\n\\n2 years\\n\\nWeight: 12.5 lbs\\n\\nOphelia\\n\\nBreed: Quarter Horse\\n\\nSex: Female\\n\\nAge:\\n\\n30 years and 8 months\\n\\nWeight: 829 lbs\\n\\nDuncan\\n\\nBreed: Border Collie\\n\\nSex: Male\\n\\nAge:\\n\\n6 months\\n\\nWeight: 32.2 lbs\\n\\nDarling\\n\\nBreed: Quarter Horse\\n\\nSex: Female\\n\\nAge:\\n\\n7 years and 5 months\\n\\nWeight: 1006 lbs\", \"url\": \"https://houstonspca.org/available-pets/\", \"with\": [\"Please note: we are unable to place any animal on hold.\", \"Breed: Domestic Short Hair\"], \"without\": [\"Saving Animals\", \"Wildlife Center\", \"Resources & Programs\", \"Ways to Give\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5316", "input": "https://www.houstonhumane.org/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5316\", \"ground_truth_path\": \"source/test/ground-truth/5316.json\", \"ground_truth_sha256\": \"8ee8ac744d14b392322eae4197968fc9c0462f9d58e29d3c42f43d2541a52b2a\", \"html_path\": \"source/test/html/5316.html.gz\", \"html_sha256\": \"3ec66fb0291866afc13fb43f7fe7b17947c6d013e76d02c60efa223b7233b4a1\", \"page_type\": \"service\", \"reference\": \"The Houston Humane Society is dedicated to ending animal cruelty, abuse & the overpopulation of animals in Houston, Sugar Land, Houston Metro Area.\\n\\nOur Vision\\nTo lead the way in creating a more humane Greater Houston, where every pet is safe in a loving home and every wild animal thrives in its natural habitat.\\n\\nAdopt a Pet\\nOPEN YOUR HEART, OPEN YOUR HOME In our community, there are thousands and thousands of animals without homes. When you adopt an animal from HHS, you are saving two lives, giving one animal a forever home and making space for a homeless pet at our animal shelter. If you're interested in our dog or cat adoptions, we welcome you to stop by our pet adoption center in Houston, TX today.\\n\\ndogs\\ncats\\nother adoptables\\n\\nClinic Services\\nThe main goal of our Animal Wellness Clinic is to provide affordable and accessible veterinary services to pet owners in the greater Brazoria, Ft. Bend, Harris, and surrounding counties. Our animal clinic & friendly veterinary staff provides low-cost preventative animal services such as pet vaccinations, spay & neuter, pet surgery, dental care, and many more. Contact us today to learn more about our veterinary services, schedule an appointment, or stop by our walk-in animal clinic for the vet care your pet needs!\\n\\nservices appointments\\nspay neuter appointment\\ndog services\\ncat services\\n\\nHow You Can Help\\n\\nVolunteer\\nJoin our wonderful team of Volunteers at the Houston Humane Society. There are many opportunities at our shelter and clinic where you can help make a difference. Volunteer on your own or with a group! We are always recruiting new volunteers.\\n\\nFoster\\nHelp foster happiness in animals without a home. Be a foster, save a life. As a foster you are providing temporary housing for our most vulnerable, dogs, cats, puppies and kittens who need extra care outside of the shelter environment.\\n\\nHOUSTON HUMANE SOCIETY\\nLatest\\nStay up to date with the latest news and stories from the Houston Humane Society.\", \"url\": \"https://www.houstonhumane.org/\", \"with\": [\"To lead the way in creating a more humane Greater Houston, where every pet is sa\", \"OPEN YOUR HEART, OPEN YOUR HOME In our community, there are thousands and thous\", \"Join our wonderful team of Volunteers at the Houston Humane Society. There are m\", \"Help foster happiness in animals without a home. Be a foster, save a life. As a \"], \"without\": [\"Report Cruelty\", \"Events Calendar\", \"All Rights Reserved.\", \"Donate\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5317", "input": "https://www.countypets.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5317\", \"ground_truth_path\": \"source/test/ground-truth/5317.json\", \"ground_truth_sha256\": \"0c94c62dcdad2a0dc91181268d35e6140b7a69d5e9fd482373ae323e2bcb7640\", \"html_path\": \"source/test/html/5317.html.gz\", \"html_sha256\": \"543d426f39e87baa697a3c0f73b40586259a447f0d4113fa6741b6667d8fba79\", \"page_type\": \"service\", \"reference\": \"Come adopt a pet!\\n\\nNo adoption appointment needed!\\n\\nAdoption hours:\\nMonday - Friday: 1 pm - 5:30 pm\\nSaturday and Sunday: 11 am - 3:30 pm\\n\\nPlease call 281-999-3191 for an appointment for all other services.\\n\\nTo reclaim your pet:\\n- Bring proof of ownership such as vet records or photos of your pet when coming to reclaim.\\n- Remember to bring your valid photo ID when reclaiming your pet.\\n\\n612 Canino Rd. Houston, TX 77076\\n\\nWe are located on Canino Road between I-45 and the Hardy Toll Road.\\n\\nAdoption Hours:\\n\\n1 pm - 5:30 pm Monday - Friday\\n11 am - 3:30 pm Saturday - Sunday\\nNo adoption appointment needed.\\n\\nAnimal Surrender Hours:\\n\\nBY APPOINTMENT ONLY.\\nPlease call 281-999-3191 for assistance.\\n\\nPet Clinic Hours:\\n\\n8 am - 5 pm Monday – Friday. Closed 12-1 pm for lunch.\", \"url\": \"https://www.countypets.com/\", \"with\": [\"Come adopt a pet!\", \"612 Canino Rd. Houston, TX 77076\", \"We are located on Canino Road between I-45 and the Hardy Toll Road\", \"1 pm - 5:30 pm Monday - Friday\", \"BY APPOINTMENT ONLY\", \"8 am - 5 pm Monday\"], \"without\": [\"Data Hub\", \"Rescue Partners\", \"DONATE\", \"Report Animal Cruelty\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5318", "input": "https://soca-fbc.org/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5318\", \"ground_truth_path\": \"source/test/ground-truth/5318.json\", \"ground_truth_sha256\": \"ee11b7afac55b5951689af9ca02e27e09c9355cad18b77ba65432192acf7df4c\", \"html_path\": \"source/test/html/5318.html.gz\", \"html_sha256\": \"c4972a61e53cf4222264f7b855f1356bccfdcfcf3d1b21c692120728b4811154\", \"page_type\": \"service\", \"reference\": \"SOCA Adoptables\\n\\nSaving Our Companion Animals – Fort Bend County\\n\\nSOCA – FBC is a non-profit, 501c3 organization run solely by volunteers dedicated to saving and improving the lives of companion animals.\\nSOCA Adoptables\\n\\nOur Mission\\n\\nSaving Our Companion Animals – Fort Bend County (SOCA-FBC) is a nonprofit, 501(c)(3) organization. SOCA-FBC is dedicated to saving and improving the lives of companion animals and promoting responsible pet ownership in Fort Bend County, TX. Our 100% volunteer organization helps sick/injured animals, urgent or needy shelter pets, and community animals needing to be re-homed. We render assistance to our local shelters. We believe that becoming a community that cares for its pets starts with Education, Assistance and Accountability. We rely 100% on contributions from the public and your generous support in providing foster homes for the pets in need.\\n\\nVolunteer Opportunities\\n\\nSOCA is seeking a Volunteer Events Coordinator – someone who is interested in helping SOCA get our foster cats and dogs adopted.\\n\\nThis is an administrative role that requires effective communication and coordination, Facebook basics, as well as collage making.\\n\\nContact us today to learn more about this opportunity!\", \"url\": \"https://soca-fbc.org/\", \"with\": [\"SOCA – FBC is a non-profit, 501c3 organization run solely by volunteers\", \"Saving Our Companion Animals – Fort Bend County (SOCA-FBC) is a nonprofit\", \"This is an administrative role that requires effective communication and coordination\", \"Contact us today to learn more about this opportunity\"], \"without\": [\"Barn and Shop Cats\", \"Foster or Volunteer\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5324", "input": "https://bookclubs.com/blog/top-25-book-club-books-of-2025", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5324\", \"ground_truth_path\": \"source/test/ground-truth/5324.json\", \"ground_truth_sha256\": \"06fc5ebfffa76aae79b5f963a9fab3e6dbd9b05471aa7a2518a6894ca731bb3a\", \"html_path\": \"source/test/html/5324.html.gz\", \"html_sha256\": \"0c6854e4a21422b37e53687dee209e4d46df5f12e6453eff6de2127b97bd97ef\", \"page_type\": \"article\", \"reference\": \"Drumroll please!\\n\\nWe pored through data from tens of thousands of clubs that use Bookclubs' organizing tools to schedule meetings, decide what to read next, view book club questions, track the books they've read, and store their book ratings and reviews to bring you the definitive top book club book list of 2025.\\n\\nThese books were beloved by the book clubs using our website and app. To highlight only the latest and greatest books, we've limited this list to books that were published in 2025 or in the second half of 2024. (You can check out last year's most popular books here ).\\n\\nHow many of these books have you or your club read? Will you be adding any to your reading list for 2026? If you have a Bookclubs account, click on the book images below to recommend them to your club. (If you don’t have a Bookclubs account yet, it’s easy and free to get started here )\\n\\nRelated content: Check out the most anticipated book club books of 2026 or check in every month to see what the most popular book club books of the month are.\\n\\nTop 10 Book Club Reads of 2025\\n\\nThe Wedding People by Alison Espach\\n\\nA propulsive and uncommonly wise novel about one unexpected wedding guest and the surprising people who help her start anew. In turns absurdly funny and devastatingly tender, The Wedding People is ultimately a nuanced and resonant look at the winding paths we can take to places we never imagined—and the chance encounters it sometimes takes to reroute us.\\n\\nThe God of the Woods by Liz Moore\\n\\nAs a panicked search begins, a thrilling drama unfolds. Chasing down the layered secrets of the Van Laar family and the blue-collar community working in its shadow, Moore's multi-threaded story invites readers into a rich and gripping dynasty of secrets and second chances. It is Liz Moore's most ambitious and wide-reaching novel yet.\\n\\nBroken Country by Clare Leslie Hall\\n\\nA love triangle unearths dangerous, deadly secrets from the past in this thrilling tale. Broken Country is a novel of simmering passion, impossible choices, and explosive consequences that toggles between the past and present to explore the far-reaching legacy of first love.\\n\\nAtmosphere by Taylor Jenkins Reid\\n\\nThe book-club-beloved author ( The Seven Husbands of Evelyn Hugo, Daisy Jones & The Six ) returned with a new love story set against the backdrop of the 1980s space shuttle program.\\n\\nMy Friends by Fredrik Backman\\n\\n#1 New York Times bestselling author Fredrik Backman returns with an unforgettably funny, deeply moving tale of four teenagers whose friendship creates a bond so powerful that it changes a complete stranger’s life twenty-five years later.\\n\\nGreat Big Beautiful Life by Emily Henry\\n\\nTwo writers compete for the chance to tell the larger-than-life story of a woman with more than a couple of plot twists up her sleeve in this sweeping new novel from Emily Henry ( Funny Story, Happy Place ).\\n\\nThe Briar Club by Kate Quinn\\n\\nThe bestselling author of The Rose Code and The Alice Network returned with a haunting and powerful story of female friendships and secrets in a Washington, DC, boardinghouse during the McCarthy era.\\n\\nThe Lion Women of Tehran by Marjan Kamali\\n\\nFrom the nationally bestselling author of The Stationery Shop, a heartfelt, epic novel of friendship, betrayal, and redemption set against three transformative decades in Tehran, Iran.\\n\\nOnyx Storm by Rebecca Yarros\\n\\nThe highly anticipated third installment of Yarros' Empyrean series arrived in January 2025. Following up on the events of Fourth Wing and Iron Flame, Onyx Storm finds Violet Sorrengail leaving her education behind and journeying to unfamiliar lands on a quest to save her homeland.\\n\\nWild Dark Shore by Charlotte McConaghy\\n\\nA family on a remote island. A mysterious woman washed ashore. A rising storm on the horizon. A novel of breathtaking twists, dizzying beauty, and ferocious love, Wild Dark Shore is about the impossible choices we make to protect the people we love, even as the world around us disappears.\\n\\nMore Book Club Top Books From 2025\\n\\nRounding out the top 25 books of 2025, the following books published in 2025 or late 2024 were also popular with the book clubs on our platform:\\n\\nThe Let Them Theory by Mel Robbins, Sawyer Robbins\\n\\nHere One Moment by Liane Moriarty\\n\\nBeautiful Ugly by Alice Feeney\\n\\nQuicksilver by Callie Hart\\n\\nSay You'll Remember Me by Abby Jimenez\\n\\nOne Golden Summer by Carley Fortune\\n\\nThe Boyfriend by Freida McFadden\\n\\nThe Book Club for Troublesome Women by Marie Bostwick\\n\\nIntermezzo by Sally Rooney\\n\\nSunrise on the Reaping by Suzanne Collins\\n\\nThe Names by Florence Knapp\\n\\nBy Any Other Name by Jodi Picoult\\n\\nLights Out by Navessa Allen\\n\\nBe Ready When the Luck Happens by Ina Garten\\n\\nThe Correspondent by Virginia Evans\\n\\nBook Club Books With Staying Power\\n\\nMany older titles continued to be popular with our clubs this year. Here were the top 25 most popular older titles:\\n\\nThe Frozen River by Ariel Lawhon\\n\\nJames by Percival Everett\\n\\nThe Women by Kristin Hannah\\n\\nRemarkably Bright Creatures by Shelby Van Pelt\\n\\nAll the Colors of the Dark by Chris Whitaker\\n\\nThe Housemaid by Freida McFadden\\n\\nThe Nightingale by Kristin Hannah\\n\\nThe Measure by Nikki Erlick\\n\\nProject Hail Mary by Andy Weir\\n\\nFirst Lie Wins by Ashley Elston\\n\\nThe Midnight Library by Matt Haig\\n\\nFourth Wing by Rebecca Yarros\\n\\nThe Silent Patient by Alex Michaelides\\n\\nThe Invisible Life of Addie LaRue by V. E. Schwab\\n\\nThe Berry Pickers by Amanda Peters\\n\\nDemon Copperhead by Barbara Kingsolver\\n\\nListen for the Lie by Amy Tintera\\n\\nNone of This Is True by Lisa Jewell\\n\\nThe Seven Husbands of Evelyn Hugo by Taylor Jenkins Reid\\n\\nThe Thursday Murder Club by Richard Osman\\n\\nThe Lost Bookshop by Evie Woods\\n\\nHouse in the Cerulean Sea by TJ Klune\\n\\nAll Fours by Miranda July\\n\\nI Who Have Never Known Men by Jacqueline Harpman\\n\\nThe Heaven & Earth Grocery Store by James McBride\", \"url\": \"https://bookclubs.com/blog/top-25-book-club-books-of-2025\", \"with\": [\"These books were beloved by the book clubs using our website and app. To highli\", \"Two writers compete for the chance to tell the larger-than-life story of a woman\", \"Sunrise on the Reaping by Suzanne Collins\", \"I Who Have Never Known Men by Jacqueline Harpman\"], \"without\": [\"Skip to content\", \"Join a Book club\", \"Search books\", \"Great Indie Reads\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5326", "input": "https://lithub.com/the-ultimate-best-books-of-2025-list/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5326\", \"ground_truth_path\": \"source/test/ground-truth/5326.json\", \"ground_truth_sha256\": \"a6a06c3497f50799dc983ac63b00e826755033fb06d7939c3ed3caaec7b18f0f\", \"html_path\": \"source/test/html/5326.html.gz\", \"html_sha256\": \"e0741963188afb91fd3d6dead9af5927b5dda67ef8fa05e326f8c76d35e44ad1\", \"page_type\": \"article\", \"reference\": \"Happy List Season, children. I hope you’ve been good. Just like every year, I have arrived to present to you the Ultimate List, otherwise known as the List of Lists—in which I read all (or at least many) of the Best Of lists on the internet and count which books are recommended most.\\n\\nIs consensus the same as quality? Not always. Is this basically a popularity contest? Sure. But if you want to know which books The Critics are talking about, this is one way to do it. (Three of my own personal favorite books of the year made it to the top five below, which I can only assume means I am either a) boring or b) correct or c) both??)\\n\\nThis year, I processed 58 lists from 49 outlets, which collectively recommended more than 1,300 different books (…help). 90 of those books made it onto 5 or more lists (weirdly this is the exact same number as last year, despite there being more books recommended in total this year), and I have collated these for you here, in descending order of frequency.\\n\\nShop the List on Bookshop.org\\n\\n*\\n\\n21 lists:\\n\\nKiran Desai, The Loneliness of Sonia and Sunny\\n\\nArundhati Roy, Mother Mary Comes to Me\\n\\n20 lists:\\n\\nKatie Kitamura, Audition\\n\\n19 lists:\\n\\nLily King, Heart the Lover\\n\\n18 lists:\\n\\nMegha Majumdar, A Guardian and A Thief\\n\\n16 lists:\\n\\nNicholas Boggs, Baldwin: A Love Story\\n\\nOmar El Akkad, One Day, Everyone Will Have Always Been Against This\\n\\nIan McEwan, What We Can Know\\n\\nDavid Szalay, Flesh\\n\\n15 lists:\\n\\nSusan Choi, Flashlight\\n\\nSophie Elmhirst, A Marriage at Sea\\n\\n14 lists:\\n\\nAngela Flournoy, The Wilderness\\n\\n13 lists:\\n\\nDaniel Kehlmann, tr. Ross Benjamin, The Director\\n\\nR.F. Kuang, Katabasis\\n\\nYiyun Li, Things in Nature Merely Grow\\n\\nOcean Vuong, The Emperor of Gladness\\n\\n12 lists:\\n\\nS.A. Cosby, King of Ashes\\n\\nStephen Graham Jones, The Buffalo Hunter Hunter\\n\\nHan Kang, tr. e. yaewon and Paige Aniyah Morris, We Do Not Part\\n\\n11 lists:\\n\\nChloe Dalton, Raising Hare\\n\\nRobert Macfarlane, Is a River Alive?\\n\\nKaren Russell, The Antidote\\n\\n10 lists:\\n\\nV.E. Schwab, Bury Our Bones in the Midnight Soil\\n\\nMiriam Toews, A Truce That Is Not Peace\\n\\nSarrah Wynn-Williams, Careless People\\n\\n9 lists:\\n\\nAllegra Goodman, Isola\\n\\nLaila Lalami, The Dream Hotel\\n\\nJill Lepore, We the People\\n\\nThomas Pynchon, Shadow Ticket\\n\\n8 lists:\\n\\nScott Anderson, King of Kings\\n\\nGeraldine Brooks, Memorial Days\\n\\nCaroline Fraser, Murderland\\n\\nHaley Cohen Gilliland, A Flower Traveled in My Blood\\n\\nAdam Johnson, The Wayfinder\\n\\nVincenzo Latronico, tr. Sophie Hughes, Perfection\\n\\nCharlotte McConaghy, Wild Dark Shore\\n\\nImani Perry, Black in Blues\\n\\nTorrey Peters, Stag Dance\\n\\nTaylor Jenkins Reid, Atmosphere\\n\\nPatrick Ryan, Buckeye\\n\\nFrancesca Wade, Gertrude Stein: An Afterlife\\n\\nCharlotte Wood, Stone Yard Devotional\\n\\n7 lists:\\n\\nStephen Greenblatt, Dark Renaissance\\n\\nNnedi Okorafor, Death of the Author\\n\\nSam Tanenhaus, Buckley\\n\\n6 lists:\\n\\nChimamanda Ngozi Adichie, Dream Count\\n\\nMargaret Atwood, Book of Lives\\n\\nRon Chernow, Mark Twain\\n\\nSuzanne Collins, Sunrise on the Reaping\\n\\nMelissa Febos, The Dry Season\\n\\nJohn Green, Everything is Tuberculosis\\n\\nAbdulrazak Gurnah, Theft\\n\\nMick Herron, Clown Town\\n\\nJonas Hassen Khemiri, The Sisters\\n\\nEzra Klein and Derek Thompson, Abundance\\n\\nIan Leslie, John & Paul\\n\\nEd Park, An Oral History of Atlantis\\n\\nXenobe Purvis, The Hounding\\n\\nLucas Schaefer, The Slip\\n\\nPatti Smith, Bread of Angels\\n\\nVauhini Vara, Searches: Selfhood in the Visual Age\\n\\nFrances Wilson, Electric Spark\\n\\n5 lists:\\n\\nRick Atkinson, The Fate of the Day\\n\\nTash Aw, The South\\n\\nAlison Bechdel, Spent\\n\\nLeo Damrosch, Storyteller\\n\\nLyse Doucet, The Finest Hotel in Kabul\\n\\nNeko Case, The Harder I Fight the More I Love You\\n\\nVirginia Evans, The Correspondent\\n\\nKate Folk, Sky Daddy\\n\\nAmity Gaige, Heartwood\\n\\nCaleb Gayle, Black Moses\\n\\nSophie Gilbert, Girl on Girl\\n\\nSarah Hall, Helm\\n\\nSeamus Heaney, The Poems of Seamus Heaney\\n\\nEmily Henry, Great Big Beautiful Life\\n\\nFlorence Knapp, The Names\\n\\nBeth Macy, Paper Girl\\n\\nKeith McNally, I Regret Almost Everything\\n\\nSuzanne O’Sullivan, The Age of Diagnosis\\n\\nOlga Ravn, tr. Martin Aitkin, The Wax Child\\n\\nMary Roach, Replaceable You\\n\\nAdam Ross, Playworld\\n\\nEli Sharabi, Hostage\\n\\nBrandon Taylor, Minor Black Figures\\n\\nStephanie Wambugu, Lonely Crowds\\n\\nBryan Washington, Palaver\\n\\nCharmaine Wilkerson, Good Dirt\\n\\nNussaibah Younis, Fundamentally\\n\\n*\\n\\nList of Lists Surveyed:\\n\\nNPR’s Books We Love (Staff Picks) • The New Yorker’s The Best Books of 2025 (Essential Reads) • The New York Times’s 100 Notable Books of 2025 and The 10 Best Books of 2025 • Kirkus’s Best Fiction Books of the Year and Best Nonfiction Books of the Year • TIME’s 100 Must-Read Books of 2025 and The 10 Best Books of 2025 • The Atlantic’s 10 Books That Made Us Think the Most This Year • Vulture’s The Best Books of 2025 • The Wall Street Journal’s The 10 Best Books of 2025 • The Los Angeles Times’s The 15 Best Books of 2025 • The Washington Post’s 50 Notable Works of Fiction from 2025 and 50 Notable Works of Nonfiction from 2025 and The 10 Best Books of 2025 • Publishers Weekly’s Best Books of 2025 (all adult categories) • The Guardian’s The Best Books of 2025 • Vanity Fair’s The 17 Best Books of 2025 You Need to Read • WBEZ/ Chicago Sun-Times’s The Best Reads of 2025 • PEOPLE’s The 15 Best Books of 2025 • Air Mail’s 10 Best Books of 2025 • Town & Country’s The 20 Best Books of 2025 • Electric Lit’s Best Novels of 2025 and Best Short Story Collections of 2025 and Best Nonfiction of 2025 and Best Poetry Collections of 2025 • Amazon’s The Best Books of 2025 • The Chicago Public Library’s Favorite Books of 2025 • BookRiot’s Best Books of 2025 • Bookshop’s Best of 2025: Fiction Books and Best of 2025: Nonfiction Books • The New York Public Library’s Best Books for Adults 2025 • Powells’ Favorite Books of 2025 • The Economist’s The Best Books of 2025 • The Minnesota Star-Tribune’s The 20 Best Fiction and Nonfiction Books of 2025 • The Independent’s The Best Fiction and Nonfiction Books of 2025 • Slate’s The 10 Best Books of 2025 • AP’s 10 Notable Books of 2025 • Foreign Affairs’ The Best of Books 2025 • USA Today’s Best Books of 2025, Ranked • Dazed’s The Best Books of 2025 • The New Statesman’s Books of the Year 2025 • The Christian Science Monitor’s The Top 25 Books for 2025 • Artforum’s Best of 2025: Books • Harper’s Bazaar’s The 10 Best Books of 2025 • Libby’s The Best Books of 2025 • The Observer’s Writers Recommend: The Best Books of 2025 • The Paris Review’s Our Favorite Books of 2025 • Shelf Awareness’s 2025 Best Books of the Year • The Telegraph’s The Greatest Books of 2025 • California Review of Books’ 10 Best Books of 2025 • Booklist’s Editors’ Choice: Adult Books, 2025 • The Times’s The Best Books of 2025 • The Chicago Tribune’s The 10 Best Books of 2025 • The Conversation’s Best Books of 2025 • PBS’s 14 Best Books of 2025 • BookPage’s The Best Fiction of 2025 and The Best Nonfiction of 2025 • and of course, Lit Hub’s 43 Favorite Books of 2025\", \"url\": \"https://lithub.com/the-ultimate-best-books-of-2025-list/\", \"with\": [\"Is consensus the same as quality? Not always. Is this basically a popularity con\", \"Stephen Graham Jones, The Buffalo Hunter Hunter\", \"Vauhini Vara, Searches: Selfhood in the Visual Age\", \"NPR’s Books We Love (Staff Picks) • The New Yorker’s The Best Books of 2025 (Es\"], \"without\": [\"The Latest\", \"Andrew Martin on How to Manage Exposition\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5330", "input": "https://bookriot.com/december-2025-book-club-picks/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5330\", \"ground_truth_path\": \"source/test/ground-truth/5330.json\", \"ground_truth_sha256\": \"fc6a48594c2af3d0d64127bb5098fcc597347163cf76977f542b9bc7032834ce\", \"html_path\": \"source/test/html/5330.html.gz\", \"html_sha256\": \"d0460e957b1c3aee623a6208fe69e67318a4bb5e7f4cca89bbe0d72b80a39458\", \"page_type\": \"article\", \"reference\": \"While a couple of the big book clubs are taking a breather until the new year, many are finishing the year with a brand new selection to read and discuss. As always, you can use this list to find your next read, dump them all on your TBR, or pick a book club to join—they’ve each got a virtual component, some meet in person, many have author participation, and all are awesome.\\n\\nDecember’s selections offer plenty of interesting choices, from a narrative nonfiction book that had a super popular adaptation to a romance with rich family history. There’s also a contemporary novel about obsession, a multi-generational family novel chosen by many book clubs this year, a fascinating historical novel based on the real Tipu’s Tiger, a novella/short story collection centering transness, a Jane Austen novel, and more! It’s a great time to settle in with a good read.\\n\\nThe Audacious Book Club\\n\\nCursed Daughters by Oyinkan Braithwaite\\n\\nAbout the book club: Author Roxane Gay ( Bad Feminist, Ayiti, The Banks ) selects a book every month with the goal of uplifting “authentic and necessary perspectives from writers who fearlessly share their stories.” Here are the Book Club FAQs.\\n\\nWhat Roxane said about the book: “ Cursed Daughters is an engrossing read, one that asks important questions about how much of our life and our history is inherited and how much of it we are responsible for—and capable of—creating for ourselves. I’m looking forward to discussing it with you throughout the month of December. We will be in conversation with Oyinkan on December 20 at 10 a.m. PT/1 p.m. ET. You can register here.”\\n\\nFollow Roxane Gay on social media: Twitter, Facebook, Goodreads\\n\\nMocha Girls Read\\n\\nSpilling the Tea by Brenda Jackson\\n\\nAbout the book club: Mocha Girls Read is a monthly book club of Black women who love to read. They currently have chapters in 14 cities across the United States. Anyone can join an Instagram Live every first Saturday of the month at 5 p.m. PT to hear Alysia, the founder of Mocha Girls Read, discuss the current book club selection.\\n\\nWhat Mocha Girls Read said about the book: “Mocha Girls, the votes are in—and you’ve spoken loud and clear! 🗳️\\n\\nFor our December 2025 Monthly Book Selection, the MGR members chose Spilling the Tea by Brenda Jackson, closing out the year with heart, heat, and hometown drama. This month’s theme — He Said, She Said — celebrated stories by the legendary Walter Mosley and Brenda Jackson, but it was Brenda who took the crown with a strong showing from our readers.\\n\\nWe’re ending the year on a high note with a story full of Southern flavor, second chances, and a reminder that sometimes the best tea is the truth we finally tell ourselves.”\\n\\nFollow Mocha Girls Read on social media: Facebook, Instagram, Twitter, MeetUp, Goodreads, Pinterest\\n\\nSubtle Asian Book Club\\n\\nLoot by Tania James\\n\\nAbout the book club: Tiffany and Alexandra, longtime friends, created the Subtle Asian Book Club in 2020 with the goal of uplifting Asian voices and storytellers. You can read along with the monthly book pick, join in on discussions on social media, and watch videos of their live author interviews.\\n\\nAbout the book: If you’re in the mood for an 18th-century historical novel based on the real Tipu’s Tiger, this is your book club this month!\\n\\nFollow Subtle Asian Book Club on social media: Instagram, Twitter, Facebook, Discord\\n\\nGood Morning America ’s GMA Book Club\\n\\nBest Offer Wins by Marisa Kashino\\n\\nAbout the book club: Read along with Good Morning America Book Club, which aims to “showcase book picks from a wide range of compelling authors.”\\n\\nWhat GMA said about the book: “We feel right at home with our December #GMABookClub pick ‘Best Offer Wins’ — just without the white picket fence. 🏡\\n\\n@MarisaKashino ’s novel asks: How far would you go for the house of your dreams?”\\n\\nFollow GMA Book Club on social media: Instagram, Facebook\\n\\nTODAY Book Club, #ReadWithJenna\\n\\nPride and Prejudice by Jane Austen\\n\\nAbout the book club: Jenna Bush Hager—current co-host of Today with Hoda & Jenna —independently chooses a book each month that she personally loves. (“ Jenna was not paid to mention these items and is unaffiliated with the authors and publishers.“)\\n\\nWhat Jenna said about the book: “’ Pride and Prejudice is one of my favorite books of all time,’ Jenna told TODAY.com. ‘I love Jane Austen so much.’\\n\\nJenna’s relationship to Austen’s novel, first published in 1813, goes back to her childhood visits to her paternal grandmother, Barbara Bush, in Maine.\\n\\n‘My grandmother, Barbara, was the one who introduced me to Jane Austen. I’ll never forget it. We listened to Pride and Prejudice on tape, because yes, listening to books is reading. It was in her bedroom and I would come in every afternoon that I was staying with her in Maine. We would read it and then we’d watch the whole PBS miniseries,’ she remembered.”\\n\\nFollow Read With Jenna on social media: Instagram, Facebook, Read With Jenna Goodreads group\\n\\nThe Stacks Book Club\\n\\nFriday Night Lights: A Town, a Team, and a Dream by H. G. Bissinger\\n\\nAbout the book club: The Stacks is a podcast that chats all about books, and there’s a monthly book club. The book chosen for the month is discussed on the podcast in the last week of the month with a selected special guest.\\n\\nWhat The Stacks Book Club said about the book: “Clear eyes, full hearts, can’t lose. For this month’s book club, we’re diving into a classic of narrative nonfiction: Friday Night Lights: A Town, a Team, and a Dream by H.G. Bissinger. The book follows the 1988 season of the Permian Panthers, one of the best high-school football teams in Texas history. But this story is about much more than just sports—it chronicles the racial tensions, perilous economy, failing education system, and the impact of the team on the town. The parallels to today are uncanny.”\\n\\nFollow The Stacks on social media: Instagram, Facebook, TikTok\\n\\nReese’s Book Club\\n\\nThe Heir Apparent by Rebecca Armitage\\n\\nAbout the book club: Every month, Reese Witherspoon picks a book for Reese’s Book Club that centers a woman in its story.\\n\\nWhat Reese said about the book: “There’s nothing better than snuggling up with a great story this time of year. The December @ReesesBookClub pick, The Heir Apparent by @RebeccaArmitageAuthor, has everything I love in a holiday read—royals, romance, family twists, and a woman finding her own path. Can’t wait for you to dive in.”\\n\\nFollow Reese’s Book Club on social media: Instagram, Facebook, Twitter, TikTok, YouTube\\n\\nSapph-Lit\\n\\nStag Dance by Torrey Peters\\n\\nAbout the book club: Born from TikTok, Sapph-Lit is a safe space book club for sapphic women and nonbinary readers to come together and chat books and life as well as offer each other support. One book a month is selected, alternating between fiction and nonfiction.\\n\\nWhat Sapph-Lit said about the book: “This collection pushes the limits of trans writing and examines the rough edges of queer community and desire.”\\n\\nFollow Sapph-Lit on social media: Instagram, Geneva\\n\\nEclectix The Book Club\\n\\nAbout the book club: Dawnshaeé Reid is a self-proclaimed eclectic blogger who created this book club with Black authors as a priority. It aims to highlight a wide range of genres. There’s an in-person, once-a-month meeting option if you’re in Louisville, KY, and a virtual option that meets on the last Tuesday of every month.\\n\\nWhat Eclectix The Book Club said about the book: “DECEMBER — Re-read What You Want Month\\nWe haven’t done this before and I thought it would be a fun way to close out the reading year, especially as someone who hardly re-reads. It’s quite simple: pick a novel you’ve read before and give it a re-read, then on our discussion day will just all yap and ask questions about the book you selected. (I’ll be sharing what I’m re-reading closer to the month.)”\\n\\nFollow Eclectix The Book Club on social media: Instagram, Discord, TikTok\\n\\nInklings Book Club\\n\\nHamnet by Maggie O’Farrell\\n\\nAbout the book club: Book influencer Jack Edwards has started a book club with the fable app: “Inklings will celebrate compelling and captivating storytelling from around the world, fostering a community of book lovers. That’s YOU!!”\\n\\nAbout the book: If you’re a fan of Shakespeare, historical fiction, and current film adaptations you can go watch, this is your book club this month!\\n\\nFollow Inklings Book Club on social media: Instagram, YouTube, Fable\\n\\nLate Show Book Club\\n\\nBeasts of the Sea by Iida Turpeinen\\n\\nAbout the book club: Stephen Colbert recently announced he’d be doing a monthly book club on The Late Show: “ We’ll be highlighting wonderful books that are worth your time… that you’re not putting into watching this show.”\\n\\nWhat Stephen Colbert said about the book: “It’s a sweeping novel that traces the fate of one marine species from discovery to extinction. It’s about man’s relationship with the natural world, greed, and legacy. You’re welcome for this suggestion when you’re panic-buying a gift for your father-in-law on Christmas Eve.”\\n\\nFollow Late Show Book Club on social media: Instagram, YouTube, TikTok\", \"url\": \"https://bookriot.com/december-2025-book-club-picks/\", \"with\": [\"While a couple of the big book clubs are taking a breather until the new year, m\", \"What GMA said about the book: “We feel right at home with our December #GMABookC\", \"What Sapph-Lit said about the book: “This collection pushes the limits of trans \", \"Beasts of the Sea by Iida Turpeinen\"], \"without\": [\"Join All Access to unlock members-only content\", \"Receive Newsletters\", \"About Book Riot\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5335", "input": "https://www.songkick.com/metro-areas/26330-us-sf-bay-area", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5335\", \"ground_truth_path\": \"source/test/ground-truth/5335.json\", \"ground_truth_sha256\": \"6a44fc5ae77d71107d010c0bd3cee94e3fd9f95179288611ff8ec3f3ad3bfc4a\", \"html_path\": \"source/test/html/5335.html.gz\", \"html_sha256\": \"452460bc393a5f701116fa39538ecb6e1ba4a7e5235a0faa799f3a68604e37e4\", \"page_type\": \"listing\", \"reference\": \"1275 upcoming concerts\\n\\nMOVEMENT Ecstatic Dance SF // QUINTESSENCE 2026\\n\\n554 Fillmore St,\\n\\nSan Francisco, CA, US\\n\\nCuban Jam Session & Salsa Dance Party 2026\\n\\nMuddy Waters Coffee & Lounge,\\n\\nSan Francisco, CA, US\\n\\nSam Smith and Divorce (UK)\\n\\nCastro Theatre,\\n\\nSan Francisco, CA, US\\n\\nMichael Bibi\\nThe Martinez Brothers and Neil Frances\\n\\nPier 48,\\n\\nSan Francisco, CA, US\\n\\nModeselektor\\n\\nThe Midway,\\n\\nSan Francisco, CA, US\\n\\nBlack Label Society and Dark Chapel\\nZakk Sabbath\\n\\nThe Warfield,\\n\\nSan Francisco, CA, US\\n\\nExcision, Hol, Smoakland, Hairitage, Luci, and Crystal Skies\\n\\nBill Graham Civic Auditorium,\\n\\nSan Francisco, CA, US\\n\\nRicardo Arjona\\n\\nChase Center,\\n\\nSan Francisco, CA, US\\n\\nVetiver\\n\\nDance Palace Community & Cultural Center,\\n\\nPoint Reyes Station, CA, US\\n\\nKamaiyah\\n\\nFox Theater,\\n\\nOakland, CA, US\\n\\nAlex Ubago\\n\\nRoccapulco,\\n\\nSan Francisco, CA, US\\n\\nMickey Avalon\\n\\nKilowatt,\\n\\nSan Francisco, CA, US\\n\\nSee more concerts on this date\\n\\nNine Inch Nails and Boys Noize\\n\\nChase Center,\\n\\nSan Francisco, CA, US\\n\\nKim Petras\\n\\nCastro Theatre,\\n\\nSan Francisco, CA, US\\n\\nMatisyahu\\n\\nGuild Theatre,\\n\\nMenlo Park, CA, US\\n\\nVintage Culture\\n\\nThe Midway,\\n\\nSan Francisco, CA, US\\n\\nColony House\\nMercury\\n\\nGreat American Music Hall,\\n\\nSan Francisco, CA, US\\n\\nCharlie Hunter\\n\\nThe Freight,\\n\\nBerkeley, CA, US\\n\\nSlow Crush\\n\\nThe Ritz San Jose,\\n\\nSan Jose, CA, US\\n\\nDonny Benet\\n\\nThe Catalyst,\\n\\nSanta Cruz, CA, US\\n\\nDispirit\\nEternal and Vile Rites\\n\\nEli's Mile High Club,\\n\\nOakland, CA, US\\n\\nMoving Mountains\\n\\nRickshaw Stop,\\n\\nSan Francisco, CA, US\\n\\nSee more concerts on this date\\n\\nBand of Skulls\\n\\nThe Ritz,\\n\\nSan Jose, CA, US\\n\\nAnna von Hausswolff\\n\\nBrick & Mortar Music Hall,\\n\\nSan Francisco, CA, US\\n\\nAYYBO\\n\\nThe Midway,\\n\\nSan Francisco, CA, US\\n\\nOdisseo\\n\\nGreat American Music Hall,\\n\\nSan Francisco, CA, US\\n\\nyung kai and Breezee\\n\\nAugust Hall,\\n\\nSan Francisco, CA, US\\n\\nCaveman\\nNo Guard and Adherence\\n\\nNeck of the Woods,\\n\\nSan Francisco, CA, US\\n\\nKlan de Bronze, Sonido Cumbiambero, and Wendy Queen\\n\\nEl Nuevo Rodeo San Jose,\\n\\nSan Jose, CA, US\\n\\nBand of Skulls\\nGhostwoman\\n\\nGreat American Music Hall,\\n\\nSan Francisco, CA, US\\n\\nClinton Kane\\n\\nCafé du Nord,\\n\\nSan Francisco, CA, US\\n\\nVictor Wooten\\n\\nYoshi's,\\n\\nOakland, CA, US\\n\\nMichelle Shocked\\n\\nThe Lost Church,\\n\\nSan Francisco, CA, US\\n\\nDogma\\n\\nThe Independent,\\n\\nSan Francisco, CA, US\\n\\nSonamo\\n\\nBottom of the Hill,\\n\\nSan Francisco, CA, US\\n\\nSean and the Skinwalkers\\n\\nSly McFly's,\\n\\nMonterey, CA, US\\n\\nMermaid and The Crashers and The Rinds\\n\\nHotel Utah Saloon,\\n\\nSan Francisco, CA, US\\n\\nMeshach Jackson\\n\\nAlmost Famous Wine Lounge,\\n\\nLivermore, CA, US\\n\\nJason Movrich\\n\\nThe Chieftain Irish Pub & Restaurant,\\n\\nSan Francisco, CA, US\\n\\nSee more concerts on this date\\n\\nAmber Mark and Sherwyn\\n\\nCastro Theatre,\\n\\nSan Francisco, CA, US\\n\\nPeso Pluma and Tito Double P\\n\\nMonte Carlo,\\n\\nMountain View, CA, US\\n\\nSon Little\\nTonina\\n\\nThe Independent,\\n\\nSan Francisco, CA, US\\n\\nLauren Spencer-Smith and Sofia Camara\\n\\nThe Fillmore,\\n\\nSan Francisco, CA, US\\n\\nredveil\\nChenayder\\n\\nRickshaw Stop,\\n\\nSan Francisco, CA, US\\n\\nVictor Wooten\\n\\nYoshi's,\\n\\nOakland, CA, US\\n\\nMalibu\\nESP\\n\\nThe Chapel,\\n\\nSan Francisco, CA, US\\n\\nSteinza\\nHudson Ingram\\n\\nCafé du Nord,\\n\\nSan Francisco, CA, US\\n\\nMilly\\nPocket Full Of Crumbs and Kan Kan\\n\\nBottom of the Hill,\\n\\nSan Francisco, CA, US\\n\\nPeaches\\n\\nThe Midway,\\n\\nSan Francisco, CA, US\\n\\nGipsy Kings\\n\\nHenry J. Kaiser Center for the Arts,\\n\\nOakland, CA, US\", \"url\": \"https://www.songkick.com/metro-areas/26330-us-sf-bay-area\", \"with\": [\"Cuban Jam Session & Salsa Dance Party 2026\", \"Dance Palace Community & Cultural Center,\", \"Gipsy Kings\", \"Henry J. Kaiser Center for the Arts,\"], \"without\": [\"Sign up as an artist\", \"Terms of use\", \"Get your tour dates seen everywhere.\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5341", "input": "https://raleighnc.gov/community/services/volunteer-raleigh", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5341\", \"ground_truth_path\": \"source/test/ground-truth/5341.json\", \"ground_truth_sha256\": \"d881285bf3227b09cb9eab6d7afbc1cdac95c465da6da180805631c293d28ad7\", \"html_path\": \"source/test/html/5341.html.gz\", \"html_sha256\": \"b6d6dbcae82d5a51bc572bd374b2768d867903cd3bc2e62b315197a4145efe51\", \"page_type\": \"service\", \"reference\": \"How to Get Started\\n\\nOrientation and Training\\n\\nBenefits\\n\\nVolunteer Opportunities\\n\\nAre you interested in serving your community, but you’re not sure where to start? Are you currently involved in service, but are interested in knowing what other ways you can help? Are you an organization that is looking for ways to recognize your current volunteers or would like to recruit more?\\n\\nVolunteer Raleigh connects people to volunteer opportunities within City departments, City-funded agencies and organizations that provide services to enhance the quality of life for our neighborhoods and communities.\\n\\nVolunteers provide more than 118,000 hours of service to over 50 nonprofit and public agencies, which saves the community approximately $2.6 million.\\n\\nHow to Get Started\\n\\nVolunteer Raleigh offers volunteer opportunities for people 18 years and older.\\n\\nWe are currently updating our volunteer registration system. While we work on this, signing up to volunteer is on hold.\\n\\nWant to Stay Updated?\\nYou can sign up to be notified when volunteer registration resumes.\\n\\nAre you part of an organization?\\nIf your organization wants to join the program, please fill out the interest form to be notified when registration for organizations resumes.\\n\\nIf you need immediate assistance, please email volunteer.raleigh@raleighnc.gov.\\n\\nOrientation and Training\\n\\nDepending on the site you are interested in serving with, that site will have specific requirements for orientation and training. Some sites require you shadow current volunteers, while others do require a background check before you can start volunteering.\\n\\nBe sure to check with the Volunteer Coordinator at your site or with Volunteer Raleigh to be sure of the requirements.\\n\\nYou will receive the training you need before you volunteer! Volunteer Raleigh and our partners are dedicated to ensuring volunteers are trained to fulfill their roles effectively.\\n\\nBenefits\\n\\nHere are a few things volunteering can help you do:\\n\\nMeet new people and expand your network\\n\\nImprove your health and happiness\\n\\nGive back to your community\\n\\nDiscover your goals and aspirations\\n\\nLearn and grow new skills\\n\\nHelp advance your career by adding to your resume\\n\\nVolunteering allows the organizations to expand services and reach greater need that they would not be able to offer without the help from volunteers. Volunteering leads you to find the joy of serving others and helping to improve your community.\\n\\nWhen you register to be part of the Volunteer Raleigh program, you also receive:\\n\\nT-Shirt and Volunteer Raleigh gear based on the number of hours you serve\\n\\nConnection to a growing network of volunteers and opportunities around the City of Raleigh and Wake County\\n\\nInvitation to the Annual Volunteer Awards Banquet in the Spring, based on how many hours you serve\\n\\nVolunteer Opportunities\\n\\nMany volunteer opportunities exist with local organizations that support a variety of focus areas such as community, crisis support, economic, youth/education, food security, health, homelessness/housing, and seniors. View a comprehensive list of volunteer opportunities available through various local organizations in Raleigh.\", \"url\": \"https://raleighnc.gov/community/services/volunteer-raleigh\", \"with\": [\"Volunteer Raleigh connects people to volunteer opportunities within City departm\", \"If your organization wants to join the program, please fill out the interest for\", \"Help advance your career by adding to your resume\", \"Invitation to the Annual Volunteer Awards Banquet in the Spring, based on how ma\"], \"without\": [\"Service categories\", \"Ask Raleigh - Fix, Report, Request\", \"Apps, Maps, and Open Data\", \"Careers, Jobs, and Volunteering\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5342", "input": "https://activategood.org/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5342\", \"ground_truth_path\": \"source/test/ground-truth/5342.json\", \"ground_truth_sha256\": \"7c18a2ab05e67ac218266982a7fc53e3ec15afceb3fe9242d234d45feb5b42a3\", \"html_path\": \"source/test/html/5342.html.gz\", \"html_sha256\": \"0bc16c31dd272ce253b47094f4e4b57b4a3983ba5ba3b841a8b767be2d3deb89\", \"page_type\": \"service\", \"reference\": \"Feeling overwhelmed about how to make a difference? You’re not alone—but it’s easier than you think.\\n\\nActivate Good makes it simple for people of all ages to take meaningful action. Through learning, hands-on experiences, and connection with others, you’ll discover just how powerful your spark can be. Join us in creating real, positive change across the Triangle.\\n\\nOur Mission\\n\\nActivate Good improves our community through people-powered projects for good.\\n\\nOur Vision\\n\\nActivate Good envisions a world in which all people realize and act on their power to improve their communities.\\n\\nEvery year, over 26,000 people take action through Activate Good, joining a movement that supports more than 600 community partners across the Triangle. Whether you’re new to getting involved or ready to do more, we make it simple to find your spark.\\n\\nExplore opportunities to learn, connect, and create change that matters—right here in your community.\\n\\nUpcoming Events\\n\\nNational Volunteer Week is our local call to action as part of Points of Light’s larger nationwide campaign. Since 1974, this annual celebration has recognized the power of volunteers to…\\n\\nThis Earth Day, Activate Good invites you to take action for a cleaner, greener Triangle. Whether you’re passionate about protecting local parks, reducing waste, or making a difference in your…\\n\\nWhen you sponsor Activate Good, you power our service initiatives – projects that combat food insecurity and homelessness, bolster education, support kids and families, and mobilize people of all ages…\\n\\nTAKE ACTION\\n\\nHelp create a better world for all.\\nView and sign up for volunteer needs around the Triangle shared by hundreds of local causes. Search by issue area, date, and more!\\n\\nGiving Back Blog\\n\\nDoing Good Across the Greater Triangle\\n\\n200,000+\\n\\nVOLUNTEER\\nCONNECTIONS\\n\\n600+\\n\\nLOCAL\\nCAUSES SERVED\\n\\n70,000+\\n\\nVOLUNTEERS\\nACTIVATED\", \"url\": \"https://activategood.org/\", \"with\": [\"Feeling overwhelmed about how to make a difference? 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Asheville, NC Sign up here\\nUnited Way of Asheville and Buncombe County Volunteers to help with evolving daily operations of our offices. Asheville, NC Sign up here\\nEnergy Savers Network Volunteers join our team at client homes to complete energy efficiency repairs and upgrades, from swapping in LED light bulbs to insulating attic hatches and more. No prior experience necessary. Asheville, NC and surrounding areas Sign up here\\nManna Foodbank Volunteers gather to sort and pack the food donations that come through our doors. Mills River, NC Sign up here\\nBeLoved Asheville Distribution center help. Asheville, NC Sign up here\\nRed Cross Volunteers work directly with residents to ensure their basic needs are met as well as help them access additional services. Asheville, NC Sign up here\\nCatholic Charities General office support and food pantry Asheville, NC Sign up here\\nHeart with Hands Assist with packing boxes with water, hygiene kits, cleaning supplies, baby supplies, cat and dog food. Swannoanoa, NC Sign up here\\nLutheran Services Carolinas Support long-term relief and recovery efforts. Salisbury, NC Sign up here\\nBaptist on Mission Skilled and unskilled volunteers to help with this first rebuild phase which will get people back into their home and make it safe, sanitary and functional (not finished) before the worst of winter. Volunteers will be needed for the next few years to help people finish their homes. 7 disaster rebuild locations in WNC Sign up here\\nSecond Harvest Food Bank of Northwest NC Food Sorting and Community Meals programs, directly helping provide much-needed food and resources to the communities affected by Helene. ongoing sign up in: Alamance, Alexander, Alleghany, Ashe, Caldwell, Caswell, Davidson, Davie, Forsyth, Guilford, Iredell, Randolph, Rockingham, Stokes, Surry, Watauga, Wilkes, Yadkin Sign up here\\nABCCM- Asheville Buncombe Community Christian Ministry Assist with emergency food boxes, sorting of clothing and furniture items, and other resources Arden, NC Sign up here\\nSupport WNC Various opportunities Western North Carolina Sign up here\\nFuller Center Disaster ReBuilders Construction and Labor. Buncombe/McDowell Sign up here\\nNECHAMA Jewish Response to Disaster Manual labor outside. Henderson and Buncombe Sign up here\\nResilient Recovery NC Contstruction and Labor, equipment operator, electrician, plumber, and fundraising McDowell, Mitchell, Avery, Buncombe, Rutherford, Yancey, and Watauga Counties Sign up here\\nLost Province Center for Cultural Art/Old Lansing School Organizing, sorting, receiving, traffic, and personal shopping. Lansing, NC Sign up here\\nCompassion in Action Load/unload, sort, inventory, stock North Wilkesboro, NC Sign up here\\nAvery County Donation and Volunteer Coordination Various opportunities for skilled volunteers. Newland, NC Sign up here\\nAppalachian Rebuild Project Appalachian Rebuild Project is doing home/property repair in Avery, Mitchell, and Yancey Counties. I'm unsure exactly where they will be on that Monday and Tuesday, but can make a connection for more details if this is of interest\\\" Spruce Pine, NC Sign up here\\nAsheville Poverty Initiative-12 Baskets Café Volunteering with Project Conserve members to serve a meal Asheville, NC Sign up here\\nBeacon of Hope Pantry and Thrift store opportunities Marshall, NC Sign up here\\nHola Carolina Distribution Center Hendersonville, NC Sign up here\\nCaja Solidaria Cata Norena Provides healthy produce, meats and protein options to area residents in need. Volunteers can sign up for 3-hour shifts to package fresh produce and bulk goods, clean, organize and stock. Hendersonville, NC Sign up here\\nMountain CORE Mission Organize and sort donations, help load deliveries and pick ups, and other warehouse duties. Sylva, NC Sign up here\\nMarshall Relief Alliance 806 clean up work for Marshall High Studios (Art studio - local artists livelihood) in downtown Marshall OR organization of Disaster response materials Marshall, NC Contact Rebecca Sharp 828-329-0675\\nCatawba River Inn A hotel that transformed into a distribution center to support its community continues to host distribution events, provide meals, and operate a clothing closet. This area was a hard to reach area. Marion, NC Contact Melanie Harris 828-460-2080\\nMitchell County Distribution Center Mitchell County Distribution Center located at Bowman Middle School Bakersville, NC Contact Katie Vogel 828-467-8783\\nThe Sanctuary at Red Bell Run Farm This is a hay and feed bank for all of WNC. Very active during Helene Columbus, NC Contact Mary Adams 863-956-7571\\nReconcilation House Food Pantry They have become the primary post-storm distribution site for Yancey, and have been a trusted and respected community support for decades addressing food insecurity, heating and rent assistance, among other supports. They may have opportunities on Tuesday as we Burnsville, NC Sign up here\\nBald Creek Relief Assist with unloading and sorting supplies as well as assisting the shoppers find what they need. Burnsville, NC Sign up here\\nHospitality House A variety of tasks to support the operation of the Hospitality House. Boone, NC Learn more here\\nMountain True Various volunteer opportunities. Asheville, NC Sign up here\\nBlunt Kitchen Volunteers to help in our mobile kitchen in Swannanoa, where you will kitchen prep, readying meals for delivery pickup, organizing, cleaning, delivery driving, and more. Swannanoa, NC Sign up here\\nLiteracy Together Seeking tutors to meet with students K-5 twice a week for 50 minutes, between 3:30 pm and 5:30 pm. The Youth Literacy Program works with two after-school programs that primarily serve youth of color. Asheville, NC Sign up here\\nEqual Plates Project Volunteers with process local farm products, chop fresh vegetables, prepare meals and portion into meal trays, wash dishes, related kitchen tasks as needed, have fun with the awesome and talented Central Kitchen team. Asheville, NC Sign up here\\nMeher Archive Collective Seeking able-bodied volunteers to help our team clean our building. Sweeping, cleaning windows, mopping, dusting, and vacuuming Weaverville, NC Sign up here\\nMountainTrue Design volunteers needed architects, engineers, landscape architects, environmental consultants, land planners, surveyors, and soil scientists. Swannanoa and Marshall, NC Sign up here\\nOpen Hearts Art Center Transports adults with Intellectual and Developmental Disabilities (IDD) Monday through Friday. Asheville, NC Sign up here\\nWestern North Carolina Bridge Foundation Housekeeping, Front desk, Maintenance, and Kitchen duty Asheville, NC Sign up here\\nOneGenAway Get food ready to be place in families cars, greeting, and places boxes in the trunks of families Asheville, NC Sign up here\\nValley Hope Foundation Volunteers with experience in skilled trades and general contracting. Black Mountain, NC Sign up here\\nHaywood Street Congregation Assist with meal prepping. Asheville, NC Sign up here\\nSamaritan's Purse Assist with home rebuild. Asheville, Boone, & Burnsville, NC Sign up here\\nAnchor Ridge Assist with loading/unloading trucks, processing items for families, assisting with distribution, and activities with kids N. Wilkesboro, NC Sign up here\\nG4G Ministries Assist with providing meals for the community. Statesville, NC Sign up here\\nRiverview Community Center Assist with the center operations. Creston, NC Sign up here\\nNeonatal Kitten Alliance Assist with the care of taking care of neglected kittens and nursing them back to health Arden, NC Sign up here\", \"url\": \"https://www.nc.gov/working/volunteer-opportunities/volunteernc\", \"with\": [\"United Way of Asheville and Buncombe County Volunteers to help with evolving dai\", \"Lost Province Center for Cultural Art/Old Lansing School Organizing, sorting, re\", \"Mountain True Various volunteer opportunities. 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Or a volunteer seeking new and exciting opportunities? You’re in the right place!\\n\\nVolunteers\\n\\nVisit HandsOnTriangle.org to search for volunteer opportunities with our over 1,400 partner agencies.\\n\\nSearch by location, time/date, organization focus, and more. Find other opportunities using the HandsOnTriangle calendar.\\n\\nNonprofits\\n\\nCreate your HandsOnTriangle nonprofit profile to post volunteer opportunities and events. Over 1,400 agencies have registered for this online service!\\n\\nConnect with nearly 15,000 individuals who use the site to find service opportunities. When you create an account, you will also receive information about the many resources TNVLC offers to local nonprofits.\", \"url\": \"https://thevolunteercenter.org/volunteers/\", \"with\": [\"HandsOn Triangle is home to over 1,400 agencies and 15,000 volunteers!\", \"Are you a nonprofit seeking volunteers? Or a volunteer seeking new and exciting \", \"Search by location, time/date, organization focus, and more. Find other opportun\", \"Create your HandsOnTriangle nonprofit profile to post volunteer opportunities an\"], \"without\": [\"Skip to content\", \"Nonprofit of the Week\", \"Current Trainings\", \"Service Enterprise\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5346", "input": "https://www.raleighrescue.org/ways-to-give/volunteer/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5346\", \"ground_truth_path\": \"source/test/ground-truth/5346.json\", \"ground_truth_sha256\": \"ba8c784b1fb4e6c5522e69d48802ba0916c2787cf6e9c5d1a268724bfd188da9\", \"html_path\": \"source/test/html/5346.html.gz\", \"html_sha256\": \"90bc955295635818903b351a5f3c2a0d7c5809f456bf235950579bbe68f660f1\", \"page_type\": \"service\", \"reference\": \"Volunteers are an important partner in ministering to our clients who are experiencing homelessness! Each year, God blesses us with hundreds of compassionate people who wish to serve. Please read below to learn about the volunteer opportunities currently available.\\n\\nEaster Meal Packing and Delivery Sign Up\\n\\nPlease join us in feeding the community for Easter 2026. The week before Easter we will prepare nearly 1,500 meals to distribute and deliver across Wake County. We need volunteers to help pack March 31 - April 2 and deliver meals on April 3, Good Friday.\\n\\nMeal Bag Program\\n\\nOne way you can support the Mission is to pack bagged meals that we can give to others.\\n\\nHost a Special Event\\n\\nConsider volunteering to host a special event to support our clients at the Mission.\\n\\nHost a Drive or Fundraiser\\n\\nHelp out with current needs of the Mission, along with help us raise money to support our clients journey through the New Life Plan.\\n\\nChildren's Ministry Support\\n\\nAn opportunity to interact with the children in our care to play, read or help with homework.\\n\\nClient Engagement\\n\\nAn opportunity to interact directly with our clients at the Mission to provide encouragement, support their needs, and have fun.\\n\\nJobs For Life Mentor\\n\\nAn 4-week commitment to work with clients going through the Jobs For Life program.\\n\\nHost a Meal\\n\\nWe need volunteer groups to provide and prepare breakfast, lunch, and dinner throughout the week.\\n\\nAdministrative Assistant\\n\\nAn opportunity for someone to help keep items organized, prepare cards, and assist at events held at the Mission.\\n\\nAssessment Bags\\n\\nPrepare bags for prospective clients when they come to the Mission for an assessment.\\n\\nOffsite Volunteer Options for Families and Children Under Age 16\\n\\nFrequently Asked Questions\\n\\nI am interested in volunteering with Raleigh Rescue Mission. What should I do first?\\n\\nComplete our volunteer application form linked here and posted to our volunteer page and select a date and time you are available to attend a volunteer orientation and training.\\n\\nAre all volunteers required to attend a volunteer orientation and training?\\n\\nAll volunteers who will volunteer individually are required to attend a volunteer orientation and training. Groups who want to volunteer can send 1-2 representatives to a volunteer orientation and training. Those representatives are expected to share the training information with the rest of the group.\\n\\nCan groups volunteer at Raleigh Rescue Mission?\\n\\nYes, we allow groups of up to 10 volunteers for projects planned at least 30 days in advance. A lead contact for the group will need to attend a volunteer orientation and training prior to the volunteer event and will need to coordinate logistics of the event with Carla Tuttle via email or phone: pneyng@enyrvtuerfphr.bet, 984-272-2001.\\n\\nWhat is the minimum age to volunteer onsite with Raleigh Rescue Mission?\\n\\nThe minimum age to volunteer onsite is 16 years old. We have offsite volunteer options for individuals who are under age 16 listed at the bottom of this page.\\n\\nCan I do court-mandated community service hours with Raleigh Rescue Mission?\\n\\nUnfortunately, we do not offer community service hours. You can check with other local organizations for court-mandated hours.\\n\\nWhat should I do if I am interested in becoming a Jobs for Life mentor for one of your clients?\\n\\nJobs for Life mentors will need to attend an additional training before being paired with one of our clients. Mentorships last four weeks and require twice-weekly meetings between mentors and mentees. If the mentorship goes well, mentors are encouraged to continue the relationship with the client. With an increased commitment comes an increased impact for the client.\\n\\nPlease contact Carla Tuttle at pneyng@enyrvtuerfphr.bet or 984-272-2001 if you are interested in becoming a mentor to one of our clients.\\n\\nWhat extra steps do I need to take if I am interested in becoming a children's ministry volunteer?\\n\\nChildren's ministry volunteers will need to complete a background check as well as an interview. You can contact Carla Tuttle at pneyng@enyrvtuerfphr.bet to initiate the background check process. Once we receive a clear background report, we will reach out to you to schedule an interview.\\n\\nWhat precautions are being taken onsite to prevent the spread of COVID-19 and other illnesses?\\n\\nWe recommend that all staff, clients, and volunteers be up to date on all vaccines and booster shots for COVID-19 as well as flu.\\nAll visitors to the Mission must wash their hands thoroughly with soap and water upon check-in.\\nStaff, clients, and volunteers have the option of wearing masks while onsite.\\nWe recommend that staff, clients, and volunteers frequently wash and/or sanitize their hands while onsite.\\n\\nWhat should I wear to volunteer?\\n\\nPlease dress in loose-fitting, comfortable, modest clothing. You will not be allowed to enter the building if you are wearing the following: clothing with alcohol, narcotic, violent, sexual themes; racially or culturally insensitive messages or offensive language; a shirt that is low-cut, cropped, backless, has narrow straps (e.g., tank top), is a racerback, or is made with transparent or mesh fabric; shorts; or a skirt/dress that has a high slit or hangs more than two inches above the knee.\\n\\nWhere should I park when volunteering at the Mission?\\n\\nRaleigh Rescue Mission is located at 314 E. Hargett Street in downtown Raleigh, between Person and Bloodworth Streets. Volunteers may park in any of the four spaces on the side of the Mission's building, outside the gate. It is on a first-come, first-served basis. There is two-hour parking on the street on our block, longer-term parking two blocks east, or paid parking in the city parking deck on Blount Street near Marbles Museum and the City Market lot at 230 E. Martin Street. Groups might want to carpool to the Mission when possible. Volunteers parking on the street should pay attention to the street signs and follow the designated guidelines.\\n\\nWhat should I do when I arrive at the Mission for a shift?\\n\\nPlease check in at the front desk when you arrive for your shift. Sign in on the visitor sheet, and wash your hands with soap and water thoroughly. A key staff member will meet you in the lobby and get you started on your shift.\\n\\nWhat should I do if I have signed up for a shift and I cannot be there?\\n\\nPlease notify Carla Tuttle via phone or text at 984-272-2001 as soon as you realize you cannot be present for your shift. We plan activities and projects based on volunteers who have signed up to help. When a volunteer has an emergency and needs to cancel, we have to adjust quickly.\\n\\nI have been trained and approved to serve as a volunteer with Raleigh Rescue Mission. May I show up at the Mission to volunteer whenever it is convenient?\\n\\nPlease do not show up to volunteer without first scheduling a shift. We have a full schedule of responsibilities and events every day and need to plan for volunteers in advance.\", \"url\": \"https://www.raleighrescue.org/ways-to-give/volunteer/\", \"with\": [\"Easter Meal Packing and Delivery Sign Up\", \"Jobs for Life mentors will need to attend an additional training before being pa\", \"Please dress in loose-fitting, comfortable, modest clothing\", \"Raleigh Rescue Mission is located at 314 E. 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Volunteering in Raleigh: Good for your physical, mental, social well-being Volunteering is good for your mind, body and soul, according to a recent article from WakeMed. Volunteering for a cause you love can reduce stress, provide a sense of purpose and even help people struggling with loneliness and isolation. Some volunteer opportunities in the Triangle area can give a boost to physical fitness – imagine working in a community garden, cleaning up a local waterway or park or helping build a new trail. Even sorting and delivering groceries for the Interfaith Food Shuttle can provide quite a workout! How do I find a good volunteer opportunity in Raleigh, Durham or surrounding areas? If you aren't sure where to start, some local non-profits specialize in 'volunteer matching.' They take into account things like: Your personal skills and interests Whether you want to serve alone or in a group Whether you want to serve long-term or just once What social causes you are personally passionate about Whether you need a volunteer opportunity for teens or kids Activate Good lists dozens of service opportunities across the Triangle, connecting you with non-profits with causes ranging from helping animals, serving seniors, helping at shelters, making artwork, beautifying parks, building trails and many others. Activate Good also connects volunteers for special events, such as the MLK Day of Service and the 9/11 Day of Service. United Waycan also connect you with individual or corporate volunteer opportunities and special volunteer events. Where are volunteers most needed in Raleigh and surrounding areas? Many Triangle-area non-profits, hospitals and other programs offer long-term volunteer opportunities, but you can also go help out for just one session if you want to learn more about the organization. There are many non-profit organizations in the Triangle that offer one-day or long-term service opportunities for individuals, groups, teens, kids and corporations. There are dozens of causes to be passionate about, where your specific skills and talents could help. You can provide direct impact for social causes like these (click any cause to be taken to a related volunteer opportunity): Children and adult literacy Helping families with food insecurity Providing clothing or coats for kids Disaster relief Helping survivors of domestic violence Delivering food and social time for home-bound seniors Bringing toys to hospitalized children Working to help in local hospitals Creating art to brighten rooms at nursing homes Working with animals in shelters Serving our local unhomed population Cooking and serving food at a local shelter Cleaning up rivers and parks Building or cleaning Raleigh-Durham hiking trails Providing services for young members of the Triangle's LGBTQIA+ community Recycle affordable furniture for families in need Growing sustainable food on urban farms Provide basic hygiene necessities for women and children Creating beds and toys for shelter animals Organizing donations at a food pantry or thrift shop Preserving Raleigh-Durham historic sites Support mental health and wellness Build housing for those in need Make local art a priority in the community Help those recovering from addiction Fix up bicycles and provide affordable bikes for the community Provide affordable meals for those in need Sorting or delivering clothing donations for kids Help bridge the digital divide for those who struggle with new technology Home-cooked meals for families with children fighting long-term illnesses in hospitals Where can I volunteer in the Triangle area? There are dozens of non-profits and programs in the Triangle that support nearly every social cause you may be passionate about. Here's a list of some specific organizations and links to their websites that can get you started in your volunteer journey. 1. Note in the Pocket - Volunteers and donors provide quality clothing to homeless and impoverished children and families with dignity and love. Note in the Pocket believes that it is unacceptable that children are limited in their educational and social development because they do not have appropriate clothes for school. Volunteers can help sort or deliver clothing donations for kids. 2. Interfaith Food Shuttle - Volunteers can help end hunger in the Triangle with service opportunities like working outdoors on the farm, driving to deliver and distribute food, or working in the warehouse to sort and bag food. 3. Raleigh Rescue Mission - Volunteers can help people who are working to transition out of homelessness. Service opportunities include working with youth in the children's ministry, pack bagged lunches for people experiencing homelessness, serve food, help as a job training mentor or even help with administrative tasks. 4. Diaper Bank of North Carolina - Volunteers help provide equal access to diapers or hygiene products for women through service oppoortunities like wrapping diapers in prep for distribution to families. 5. Safe Haven for Cats - Volunteers help homeless and stay cats by helping clean cages, beds and litter boxes, as well as socializing with cats, fostering and helping with adoption events. 6. SPCA of Wake County - Help animals find comfort, safety and homes. Volunteers can help clean living areas for animals, provide play and socialization, help sort donations, help with adoption events and more. 7. WakeMed - Volunteers can help spread joy to WakeMed patients by serving as a courtesy cart driver, sewing cozy blankets for patients or assisting with animal visitation. 8. Meals on Wheels - Passionate about helping seniors remain independent and in the comfort of their own homes? Volunteers can driver to deliver meals, help pack snack bags or even bring Birthday Box deliveries to a smiling senior. On the second Saturday of each month, volunteers as young as 5 can join the family-friendly fun at a volunteer event. They also need pet food packers to help the beloved pets of seniors. 9. Green Chair Project - Volunteers help create a future where every child has a bed and every home is stocked with essentials by providing resources to individuals overcoming homelessness or disaster. Hands-on volunteers can work on-site processing donations, assembling home bundles, curating decor and greeting guests. 10. Wake County Public Libraries - Volunteers can provide support for library operations as a library ambassador. 11. Red Cross - Want to be prepared to volunteer after a disaster? The Red Cross provides disaster relief training for their Disaster Action Team. Volunteers can also serve as Blood Donor Ambassadors. 12. InterAct - Volunteers can help individuals and families escaping domestic violence through service opportunities like working as a crisis line volunteer, a sexual response advocate, a children's advocate and guests services. Bilingual talents are also needed. 13. Mental Health America of Central Carolinas - Volunteers can support mental wellness by serving as a Compeer, a friend and companion to someone with mental illness. Persons matched with a Compeer often experience fewer hospitalizations, increased self-esteem and other benefits, according to the non-profit's website. 14. Habitat for Humanity - Volunteers are needed to help build homes, as well as serve in the ReStore, where you can organize donations and sell used furniture, cabinets, appliances and building materials. 15. Oak City Cares - Volunteers are needed to help provide and serve meals to people experiencing homelessness. 16. ArtSpace - Passionate about community art? Volunteers can help with fun community events like First Friday and the Summer Art Camp, as well as offering classes or guided tours. Adminsitative tasks and quarterly clean-ups are also needed. 17. Preservation NC - Want to protect and preserve North Carolina history? Volunteers are needed to help photograph historic sites, research historic information about sites and help clean up historic properties. Preservation NC also hosts Volunteer Workdays to improve endangered historic properties. 18. Salvation Army - Volunteers can help in the kitchen to sort donations, help out in the food pantry, provide a meal for the shelter, or help at the program thrift store to turn donations into funding. 19. A Place at the Table - Volunteers staff a 'pay-what-you-can' restaurant to help everyone in Raleigh access a delicious meal. Volunteers work on a lot of tasks, including delivering food to tables or helping prepare meals or lead shifts. Spend an hour volunteering and receive a meal of your own. 20. LGBT Center of Raleigh - Volunteers help provide support for the LGBTQIA+ community, helping welcome visitors, answering phones, assisting in the library or helping with special projects. 21. Healing Transitions - Volunteers help people working to overcome addiction by serving meals on campus, helping in the thrift store, or driving people to and from recovery meetings. 22. Durham Bike Co-op - This all-volunteer organization helps repair and provide bikes to the community. Volunteers can learn about bike repair, work with a mechanic to fix up a bike, or help repair bikes for others. 23. Adopt-a-Trail in Raleigh - Work alone or with a group to adopt a local trail and keep it clean for others to enjoy! 24. Haw River Assembly - Help keep our rivers clean and healthy for future generations to enjoy. Volunteers come on specific dates to help clean rivers and streams, stabilize banks, and mitigate stormwater pollution. 25. Special Olympics - Volunteers serve as coaches, trainers, officials, event organizers, fundraisers and managers -- or even just cheer from the stands! 26. Zach's Toy Chest - Fighting cancer, one toy at a time! Volunteers help collect donations, sort and box up toys to bring to hospitals, and help hand out toys to brighten the days of children fighting cancer. 27. Ronald McDonald House of the Carolinas - Help create a home away from home for families with children hospitalized long-term. Volunteers cook meals, wash dishes, take coffee to guests, set the table and clean up after meals. 28. Raleigh City Farm - Volunteers can join for specific workdays on this urban farm, connecting and nourishing the community through regenerative agriculture. You can also check Activate Good's website for currently active volunteer opportunities, or contact them to be matched to specific volunteer opportunities that match your interests and skills.\", \"url\": \"https://www.wral.com/story/volunteer-opportunities-in-raleigh/21232223/\", \"with\": [\"If you're looking for volunteer opportunities in the Raleigh area\", \"Note in the Pocket - Volunteers and donors provide quality clothing\", \"Interfaith Food Shuttle - Volunteers can help end hunger\", \"Raleigh City Farm - Volunteers can join for specific workdays\"], \"without\": [\"Other WRAL Top Stories\", \"Copyright 2026 by Capitol Broadcasting\", \"WRAL.com\"]}"} {"category": "listing", "family": "main-content-extraction", "id": "5354", "input": "https://eols.librarycalendar.com/events/upcoming", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5354\", \"ground_truth_path\": \"source/test/ground-truth/5354.json\", \"ground_truth_sha256\": \"d0a6b9e6af597539da251af5f008fcb1d8ebc324a31e87405b786890a4aa6688\", \"html_path\": \"source/test/html/5354.html.gz\", \"html_sha256\": \"8cf6599c2aa15cac9b9591b2b115b889e16ffe983be15dbab6e0a3b82a40bb62\", \"page_type\": \"listing\", \"reference\": \"This event is in the \\\"Adults\\\" group\\n\\nLibrary Branch:\\n\\nHulbert Community Library\\n\\nAge Group:\\n\\nAdults\\n\\nProgram Type:\\n\\nCrafts, Hobbies, & Gaming\\n\\nEvent Details:\\n\\n🍀🧩 Piece by Piece: A Community Puzzle Swap 🧩🍀 Love puzzles? Ready for a new challenge? Let’s swap!\\n\\nThis event is in the \\\"Young Adult/ Teens 12-18\\\" group\\n\\nLibrary Branch:\\n\\nMuskogee Public Library\\n\\nAge Group:\\n\\nYoung Adult/ Teens 12-18\\n\\nProgram Type:\\n\\nCrafts, Hobbies, & Gaming\\n\\nEvent Details:\\n\\nTeens (ages 13-18) are able to submit their original digital artwork. The final day to submit is March 1st. Voting will take place from March 2nd-7th and will be anonymous.\\n\\nThis event is in the \\\"Everyone\\\" group\\n\\nLibrary Branch:\\n\\nRieger Memorial Library\\n\\nAge Group:\\n\\nEveryone\\n\\nEOLS provides library meeting space as a community service. This is not a library sponsored event.\\n\\nLibrary Branch:\\n\\nTahlequah Public Library\\n\\nRoom:\\n\\nCarnegie Room\\n\\nPurpose of Meeting\\n\\nWe make movies during our meetings.\\n\\nThis event is in the \\\"Everyone\\\" group\\n\\nLibrary Branch:\\n\\nStilwell Public Library\\n\\nAge Group:\\n\\nEveryone\\n\\nProgram Type:\\n\\nCrafts, Hobbies, & Gaming\\n\\nEvent Details:\\n\\nCome by any time 9 am- 6 pm. All project supplies provided with directions to complete project.\\n\\nThis event is in the \\\"Everyone\\\" group\\n\\nLibrary Branch:\\n\\nJohn F. Henderson Public Library\\n\\nAge Group:\\n\\nEveryone\\n\\nProgram Type:\\n\\nCrafts, Hobbies, & Gaming\\n\\nEOLS provides library meeting space as a community service. This is not a library sponsored event.\\n\\nLibrary Branch:\\n\\nQ.B. Boydstun Library\\n\\nRoom:\\n\\nMeeting Room\\n\\nPurpose of Meeting\\n\\nLow impact exercises designed to help seniors with balance and mobility. Program is free of charge and all are welcome to join.\\n\\nThis event is in the \\\"Adults\\\" group\\n\\nLibrary Branch:\\n\\nEufaula Memorial Library\\n\\nRoom:\\n\\nFollansbee Room\\n\\nAge Group:\\n\\nAdults\\n\\nProgram Type:\\n\\nHealth, Wellness, & Lifestyle\\n\\nEvent Details:\\n\\nChair Exercise: Grab Your Chair and Get Moving—Light movement to work your core and muscle groups. Chairs are provided. Monday 10:00 am - 11:00 am. Thursday 9:30 am - 10:30am.\\n\\nEOLS provides library meeting space as a community service. This is not a library sponsored event.\\n\\nLibrary Branch:\\n\\nStanley Tubbs Memorial Library\\n\\nRoom:\\n\\nMeeting Room\\n\\nPurpose of Meeting\\n\\nSpring Break event with People inc. Build structures with fruits, veggies and toothpicks!\\n\\nThis event is in the \\\"Adults\\\" group\\n\\nLibrary Branch:\\n\\nDelaware County Library\\n\\nRoom:\\n\\nMeeting Room\\n\\nAge Group:\\n\\nAdults\\n\\nProgram Type:\\n\\nHealth, Wellness, & Lifestyle\\n\\nEvent Details:\\n\\nEasy to learn and fun to practice! Reduce the risk and fear of falling. Improve balance and posture. Promote blood flow, muscular strength, and flexibility. Increase energy levels, Lower high blood pressure. Relieve stress.\\n\\nThis event is in the \\\"Children\\\" group\\n\\nThis event is in the \\\"Children 0-5\\\" group\\n\\nThis event is in the \\\"Children 6-11\\\" group\\n\\nThis event is in the \\\"Young Adult/ Teens 12-18\\\" group\\n\\nThis event is in the \\\"Adults\\\" group\\n\\nThis event is in the \\\"Family\\\" group\\n\\nThis event is in the \\\"Everyone\\\" group\\n\\nLibrary Branch:\\n\\nTahlequah Public Library\\n\\nRoom:\\n\\nCarnegie Room\\n\\nAge Group:\\n\\nChildren,\\n\\nChildren 0-5,\\n\\nChildren 6-11,\\n\\nYoung Adult/ Teens 12-18,\\n\\nAdults,\\n\\nFamily,\\n\\nEveryone\\n\\nProgram Type:\\n\\nMusic, Dance, & Film\\n\\nEvent Details:\\n\\nThe Tahlequah Academy of Performing Arts returns for their annual performance of Irish dance! Come and join us!\\n\\nThis event is in the \\\"Children\\\" group\\n\\nThis event is in the \\\"Children 0-5\\\" group\\n\\nLibrary Branch:\\n\\nGrove Public Library\\n\\nRoom:\\n\\nMeeting Room\\n\\nAge Group:\\n\\nChildren,\\n\\nChildren 0-5\\n\\nProgram Type:\\n\\nStorytime,\\n\\nInfant & Toddler Storytime,\\n\\nPreschool Storytime\\n\\nEvent Details:\\n\\nStorytime makes learning fun! Early Literacy Storytime introduces young children to books, rhymes, music, and other literacy-based activities. Storytime is for children ages 0-5 and their grown-ups.\\n\\nThis event is in the \\\"Adults\\\" group\\n\\nLibrary Branch:\\n\\nEufaula Memorial Library\\n\\nRoom:\\n\\nFollansbee Room\\n\\nAge Group:\\n\\nAdults\\n\\nProgram Type:\\n\\nHealth, Wellness, & Lifestyle\\n\\nEvent Details:\\n\\nTai Chi: Moving for Better Balance is an evidence-based fall prevention program that was designed to be used in community-based organizations.\\n\\nThis event is in the \\\"Children 0-5\\\" group\\n\\nThis event is in the \\\"Children 6-11\\\" group\\n\\nThis event is in the \\\"Young Adult/ Teens 12-18\\\" group\\n\\nSpring Fantastic Fish\\n\\n11:00am–12:00pm\\n\\nChildren 0-5,\\n\\nChildren 6-11,\\n\\nYoung Adult/ Teens 12-18\\n\\nMuldrow Public Library\\n\\nLibrary Branch:\\n\\nMuldrow Public Library\\n\\nAge Group:\\n\\nChildren 0-5,\\n\\nChildren 6-11,\\n\\nYoung Adult/ Teens 12-18\\n\\nProgram Type:\\n\\nCrafts, Hobbies, & Gaming\\n\\nEvent Details:\\n\\nJackson Pollock inspired fish painting.\\n\\nThis event is in the \\\"Children\\\" group\\n\\nThis event is in the \\\"Children 0-5\\\" group\\n\\nThis event is in the \\\"Children 6-11\\\" group\\n\\nThis event is in the \\\"Young Adult/ Teens 12-18\\\" group\\n\\nThis event is in the \\\"Adults\\\" group\\n\\nThis event is in the \\\"Family\\\" group\\n\\nThis event is in the \\\"Everyone\\\" group\\n\\nMovie\\n\\n11:00am–12:45pm\\n\\nChildren,\\n\\nChildren 0-5,\\n\\nChildren 6-11,\\n\\nYoung Adult/ Teens 12-18,\\n\\nAdults,\\n\\nFamily,\\n\\nEveryone\\n\\nJim Lucas Checotah Public Library\\n\\nLibrary Branch:\\n\\nJim Lucas Checotah Public Library\\n\\nRoom:\\n\\nDr. Maurice Payne Meeting Room - Entire Room\\n\\nAge Group:\\n\\nChildren,\\n\\nChildren 0-5,\\n\\nChildren 6-11,\\n\\nYoung Adult/ Teens 12-18,\\n\\nAdults,\\n\\nFamily,\\n\\nEveryone\\n\\nProgram Type:\\n\\nMusic, Dance, & Film\\n\\nEvent Details:\\n\\nJoin us for a fun and relaxing movie at the library! Enjoy a great film in a cozy setting with friends, family, or fellow movie lovers. Popcorn and good company are guaranteed—just sit back, relax, and enjoy the show!\\n\\nThis event is in the \\\"Adults\\\" group\\n\\nSAIL\\n\\n1:00pm–2:00pm\\n\\nAdults\\n\\nJim Lucas Checotah Public Library\\n\\nLibrary Branch:\\n\\nJim Lucas Checotah Public Library\\n\\nRoom:\\n\\nDr. Maurice Payne Meeting Room - Entire Room\\n\\nAge Group:\\n\\nAdults\\n\\nProgram Type:\\n\\nHealth, Wellness, & Lifestyle\\n\\nEvent Details:\\n\\nSAIL is a fitness program for older adults, which can be done sitting or standing. Performing exercise that improves strength, balance, and fitness is critical for staying active and reducing the risk or falls.\\n\\nThis event is in the \\\"Children\\\" group\\n\\nThis event is in the \\\"Family\\\" group\\n\\nLibrary Branch:\\n\\nRieger Memorial Library\\n\\nAge Group:\\n\\nChildren,\\n\\nFamily\\n\\nProgram Type:\\n\\nCrafts, Hobbies, & Gaming\\n\\nEvent Details:\\n\\nSpring Break crafts available daily during the week of spring break! Mon-Thurs 1-6pm Fri & Sat 9-2pm 116 North Broadway Haskell, OK 74436\\n\\nThis event is in the \\\"Children 6-11\\\" group\\n\\nLibrary Branch:\\n\\nStilwell Public Library\\n\\nRoom:\\n\\nChildren's Area\\n\\nAge Group:\\n\\nChildren 6-11\\n\\nProgram Type:\\n\\nSTEM & Makerspace\\n\\nEvent Details:\\n\\nSTEM activities ages 5-13\\n\\nThis event is in the \\\"Adults\\\" group\\n\\nRegistration Required\\n\\nLibrary Branch:\\n\\nEufaula Memorial Library\\n\\nRoom:\\n\\nFollansbee Room\\n\\nAge Group:\\n\\nAdults\\n\\nProgram Type:\\n\\nCrafts, Hobbies, & Gaming\\n\\nEvent Details:\\n\\nAnother entry in our monthly Adult Craft Night program! This month we will be making cute \\\"clover\\\" flower crowns for St. Patrick's Day! Or switch up your paper color and create a springtime design of your own!\\n\\nThis event is in the \\\"Adults\\\" group\\n\\nRegistration Required\\n\\nLibrary Branch:\\n\\nJim Lucas Checotah Public Library\\n\\nRoom:\\n\\nDr. Maurice Payne Meeting Room - Entire Room\\n\\nAge Group:\\n\\nAdults\\n\\nProgram Type:\\n\\nClasses & Workshops\\n\\nEOLS provides library meeting space as a community service. This is not a library sponsored event.\\n\\nLibrary Branch:\\n\\nQ.B. Boydstun Library\\n\\nRoom:\\n\\nMeeting Room\\n\\nPurpose of Meeting\\n\\nThis is a monthly meeting for a book club of community members.\\n\\nThis event is in the \\\"Children 6-11\\\" group\\n\\nThis event is in the \\\"Young Adult/ Teens 12-18\\\" group\\n\\nLibrary Branch:\\n\\nDelaware County Library\\n\\nAge Group:\\n\\nChildren 6-11,\\n\\nYoung Adult/ Teens 12-18\\n\\nProgram Type:\\n\\nCrafts, Hobbies, & Gaming\\n\\nEvent Details:\\n\\nDrop in during Spring Break and take on our Mystery Medium Art Challenge! Choose a sealed bag of surprise art supplies and create using only what’s inside. All ages 6-18 welcome. No registration required - just bring your creativity.\\n\\nThis event is in the \\\"Adults\\\" group\\n\\nLibrary Branch:\\n\\nHulbert Community Library\\n\\nRoom:\\n\\nMain Library\\n\\nAge Group:\\n\\nAdults\\n\\nProgram Type:\\n\\nCrafts, Hobbies, & Gaming\\n\\nEvent Details:\\n\\n🍀🧩 Piece by Piece: A Community Puzzle Swap 🧩🍀 Love puzzles? Ready for a new challenge? Let’s swap!\\n\\nThis event is in the \\\"Adults\\\" group\\n\\nLibrary Branch:\\n\\nEufaula Memorial Library\\n\\nRoom:\\n\\nFollansbee Room\\n\\nAge Group:\\n\\nAdults\\n\\nProgram Type:\\n\\nHealth, Wellness, & Lifestyle\\n\\nEvent Details:\\n\\nBeginner friendly.\", \"url\": \"https://eols.librarycalendar.com/events/upcoming\", \"with\": [\"This event is in the \\\"Young Adult/ Teens 12-18\\\" group\", \"This event is in the \\\"Children 6-11\\\" group\", \"Join us for a fun and relaxing movie at the library! 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Florence Ave.\\n\\nClaremore, OK 74017\\n\\nPhone: 918-341-1564\\n\\nHours*\\n\\nMonday -Tuesday 9:30 am – 8:00 pm\\n\\nWednesday – Thursday 9:30 am – 6:00 pm\\n\\nFriday – Saturday 9:30 am – 5:00 pm\\n\\n*Please see event listings above for closures, holidays or adjustments to hours.\", \"url\": \"https://claremore.com/library/\", \"with\": [\"Welcome to the Will Rogers Library, proudly serving Claremore and Rogers County\", \"Library of Things (games, baking items, hotspots, a seed library and more!)\", \"Friday – Saturday 9:30 am – 5:00 pm\", \"Please see event listings above for closures, holidays or adjustments to hours\"], \"without\": [\"View My Bill\", \"Claremore Electric\", \"City of Claremore\", \"Utilities\"]}"} {"category": "article", "family": "main-content-extraction", "id": "5357", "input": "https://tccl.libnet.info/event/7538072", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5357\", \"ground_truth_path\": \"source/test/ground-truth/5357.json\", \"ground_truth_sha256\": \"e48a8e134985e9d599baa050997180af2ae9a71b33e8b12574ce32c8c101c0dd\", \"html_path\": \"source/test/html/5357.html.gz\", \"html_sha256\": \"5a46873e8ce19d927552f2aa60cb8ae745b06de14b90c3266753dc4ddeb998b9\", \"page_type\": \"article\", \"reference\": \"Build A Reader Storytime: Family\\n\\nTuesday, January 10\\n10:30am - 11:00am\\n\\nCharles Page Library\\nMeeting Room\\n\\nBring the whole family for this 0-to-5 storytime! There's something for everyone – simple songs and books for the little ones, more interactive stories and activities for your older children.\", \"url\": \"https://tccl.libnet.info/event/7538072\", \"with\": [\"Bring the whole family for this 0-to-5 storytime!\", \"Charles Page Library\", \"Tuesday, January 10\"], \"without\": [\"Font size options\", \"Privacy and cookie policy\", \"Careers\", \"Tulsa Library Trust\"]}"} {"category": "service", "family": "main-content-extraction", "id": "5364", "input": "https://locations.youfit.com/orlando-colonial-dr", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5364\", \"ground_truth_path\": \"source/test/ground-truth/5364.json\", \"ground_truth_sha256\": \"e5b857594250a7bade33b16cd53ba71831fcbedf2b2e39d6f2c181f1ea802a6e\", \"html_path\": \"source/test/html/5364.html.gz\", \"html_sha256\": \"f5d9d1e328177af5a6cd11f6d3c543cd962acdc084f4109159adebfc9e7db1ef\", \"page_type\": \"service\", \"reference\": \"About YouFit Gyms Orlando Colonial\\n\\nYouFit Gyms offers a personalized and inclusive gym experience at an incredibly accessible price. At YouFit Gyms, you'll find exactly what you need to get your heart pumping, build strength, tone muscles, lose weight, and increase flexibility. We offer small group training classes led by a personal trainer, Olympic weightlifting platforms and bumper plates, energizing group fitness classes, and endless cardio machines.\\n\\nServices\\n\\nCardio Equipment, Free Weights, & Resistance Machines\\nPerformance Lifting Area\\nLocker Rooms\\nGroup Exercise Classes\\n\\nWHY CHOOSE YOUFIT GYMS?\\n\\nAll Fitness Levels\\n\\nWhether you're a seasoned athlete or just beginning your fitness journey, YouFit Gyms is the perfect place to work out. All members receive a free fitness assessment and workout plan to help reach their goals.\\n\\nAffordable Fitness Options\\n\\nAt YouFit Gyms, we believe that fitness should be accessible to everyone. That's why we offer flexible and affordable membership with no hidden fees. Choose from a variety of plans to find one that fits your budget and fitness needs.\\n\\nState-of-the-Art Equipment\\n\\nOur gym features a wide range of modern, high-quality, and functional exercise equipment. From weights, and cardio machines to specialized training areas, we have everything you need to achieve your fitness goals.\\n\\nTRAIN WITH YOUFIT GYMS\\n\\nMOVE WITH YOUR COMMUNITY\\n\\nWhether you're dancing through Zumba, powering up with Les Mills, finding your flow in yoga, or moving at your own pace with Silver Sneakers, our classes keep you motivated and coming back for more. With great music, expert instructors, and an awesome community, it's the most fun you'll have getting fit.\\n\\nTRAINING PROGRAMS BUILT FOR YOU\\n\\nOur certified personal trainers provide the motivation, personalized fitness plans, accountability, and education you need to achieve your goals.\\n\\nTRAIN WITH YOUR COMMUNITY\\n\\nResults-driven classes designed with YOU in mind. Achieve a full body workout, tone your abs & glutes, and stretch & recover and more with a personal trainer by your side. Classes are capped at 10 members, so you receive 1:1 attention from our personal trainers.\\n\\nSo many amenities. So little time.\\n\\nSmall Group Training\\n\\nGet 1:1 attention and expect to hit all major muscle groups and improve your fitness performance in our signature high-intensity small group training class led by a personal trainer.\\n\\nFree Weights & Machines\\n\\nGet your strength training done on the weight room floor. Build muscle endurance, sculpt and tone with free weights including dumbbells, barbells and plates, and weighted machines.\\n\\nCardio Machines\\n\\nWith an endless collection of cardio machines, from treadmills to ellipticals, you'll never have to wait to get your workout in.\\n\\nIndoor Training Turf\\n\\nPivot and stretch without skidding or slipping ever again. Our training turf provides stability to easily absorb changes in weight or pressure.\\n\\nFAQs\\n\\nCAN I BRING A GUEST?\\n\\nAbsolutely. Your guest can join a group class simply by paying a $5.00 fee. The guest must follow all guest policies and present a photo ID. You are allowed a guest each visit if you have a Premium+ membership. Premium and Premium+ members get 50% off guest passes.\\n\\nARE THERE ANY HIDDEN FEES?\\n\\nNope! Upon enrollment, all members are given documentation that outlines any and all charges, so there are no surprises. Membership materials can also be emailed. Just ask!\\n\\nHOW MUCH IS THE ANNUAL FEE?\\n\\nAnnual fees vary by membership type. If you are unsure of your specific Annual Fee, please contact us at info@youfit.com or visit the gym for more details.\", \"url\": \"https://locations.youfit.com/orlando-colonial-dr\", \"with\": [\"Cardio Equipment, Free Weights, & Resistance Machines\", \"Whether you're dancing through Zumba, powering up with Les Mills\", \"With an endless collection of cardio machines, from treadmills to ellipticals\", \"Nope! 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You do not need to specify the handler and\\nruntime properties.\\n\\nYou set the package type to Zip if the deployment package is a.zip file archive.\\nFor these functions, specify the Amazon S3 location of your.zip file in the Code property.\\nAlternatively, for Node.js and Python functions, you can define your function inline in the ZipFile property of the Code property. In both cases, you must also specify the\\nhandler and runtime properties.\\n\\nYou can use code signing\\nif your deployment package is a.zip file archive. To enable code signing for this function,\\nspecify the ARN of a code-signing configuration. When a user\\nattempts to deploy a code package with UpdateFunctionCode, Lambda checks that the code\\npackage has a valid signature from a trusted publisher. The code-signing configuration\\nincludes a set of signing profiles, which define the trusted publishers for this function.\\n\\nWhen you update a AWS::Lambda::Function resource, CloudFormation calls the\\nUpdateFunctionConfiguration\\nand UpdateFunctionCode Lambda APIs under the hood. Because these calls happen sequentially, and invocations can happen\\nbetween these calls, your function may encounter errors in the time between the calls. For example, if you remove an\\nenvironment variable, and the code that references that environment variable in the same CloudFormation\\nupdate, you may see invocation errors related to a missing environment variable. To work around this, you can invoke\\nyour function against a version or alias by default, rather than the $LATEST version.\\n\\nNote that you configure\\nprovisioned concurrency on a AWS::Lambda::Version or a AWS::Lambda::Alias.\\n\\nFor a complete introduction to Lambda functions, see\\nWhat is Lambda?\\nin the Lambda developer guide.\\n\\nSyntax\\n\\nTo declare this entity in your CloudFormation template, use the following syntax:\\n\\nJSON\\n\\n{\\n\\\"Type\\\": \\\"AWS::Lambda::Function\\\",\\n\\\"Properties\\\": {\\n\\\" Architectures \\\": [ String,... ],\\n\\\" CapacityProviderConfig \\\": CapacityProviderConfig,\\n\\\" Code \\\": Code,\\n\\\" CodeSigningConfigArn \\\": String,\\n\\\" DeadLetterConfig \\\": DeadLetterConfig,\\n\\\" Description \\\": String,\\n\\\" DurableConfig \\\": DurableConfig,\\n\\\" Environment \\\": Environment,\\n\\\" EphemeralStorage \\\": EphemeralStorage,\\n\\\" FileSystemConfigs \\\": [ FileSystemConfig,... ],\\n\\\" FunctionName \\\": String,\\n\\\" FunctionScalingConfig \\\": FunctionScalingConfig,\\n\\\" Handler \\\": String,\\n\\\" ImageConfig \\\": ImageConfig,\\n\\\" KmsKeyArn \\\": String,\\n\\\" Layers \\\": [ String,... ],\\n\\\" LoggingConfig \\\": LoggingConfig,\\n\\\" MemorySize \\\": Integer,\\n\\\" PackageType \\\": String,\\n\\\" PublishToLatestPublished \\\": Boolean,\\n\\\" RecursiveLoop \\\": String,\\n\\\" ReservedConcurrentExecutions \\\": Integer,\\n\\\" Role \\\": String,\\n\\\" Runtime \\\": String,\\n\\\" RuntimeManagementConfig \\\": RuntimeManagementConfig,\\n\\\" SnapStart \\\": SnapStart,\\n\\\" Tags \\\": [ Tag,... ],\\n\\\" TenancyConfig \\\": TenancyConfig,\\n\\\" Timeout \\\": Integer,\\n\\\" TracingConfig \\\": TracingConfig,\\n\\\" VpcConfig \\\": VpcConfig\\n}\\n}\\n\\nYAML\\n\\nType: AWS::Lambda::Function\\nProperties:\\nArchitectures:\\n- String\\nCapacityProviderConfig:\\nCapacityProviderConfig\\nCode:\\nCode\\nCodeSigningConfigArn: String\\nDeadLetterConfig:\\nDeadLetterConfig\\nDescription: String\\nDurableConfig:\\nDurableConfig\\nEnvironment:\\nEnvironment\\nEphemeralStorage:\\nEphemeralStorage\\nFileSystemConfigs:\\n- FileSystemConfig\\nFunctionName: String\\nFunctionScalingConfig:\\nFunctionScalingConfig\\nHandler: String\\nImageConfig:\\nImageConfig\\nKmsKeyArn: String\\nLayers:\\n- String\\nLoggingConfig:\\nLoggingConfig\\nMemorySize: Integer\\nPackageType: String\\nPublishToLatestPublished: Boolean\\nRecursiveLoop: String\\nReservedConcurrentExecutions: Integer\\nRole: String\\nRuntime: String\\nRuntimeManagementConfig:\\nRuntimeManagementConfig\\nSnapStart:\\nSnapStart\\nTags:\\n- Tag\\nTenancyConfig:\\nTenancyConfig\\nTimeout: Integer\\nTracingConfig:\\nTracingConfig\\nVpcConfig:\\nVpcConfig\\n\\nProperties\\n\\nArchitectures\\n\\nThe instruction set architecture that the function supports. Enter a string array with one of the valid values (arm64 or x86_64).\\nThe default value is x86_64.\\n\\nRequired: No\\n\\nType: Array of String\\n\\nAllowed values: x86_64 | arm64\\n\\nMinimum: 1\\n\\nMaximum: 1\\n\\nUpdate requires: No interruption CapacityProviderConfig\\n\\nConfiguration for the capacity provider that manages compute resources for Lambda functions.\\n\\nRequired: No\\n\\nType: CapacityProviderConfig\\n\\nUpdate requires: No interruption Code\\n\\nThe code for the function. You can define your function code in multiple ways:\\n\\nFor.zip deployment packages, you can specify the Amazon S3 location of the.zip file\\nin the S3Bucket, S3Key, and S3ObjectVersion properties.\\n\\nFor.zip deployment packages, you can alternatively define the function code inline in the\\nZipFile property. This method works only for Node.js and Python functions.\\n\\nFor container images, specify the URI of your container image in the Amazon ECR registry\\nin the ImageUri property.\\n\\nRequired: Yes\\n\\nType: Code\\n\\nUpdate requires: No interruption CodeSigningConfigArn\\n\\nTo enable code signing for this function, specify the ARN of a code-signing configuration. A code-signing configuration\\nincludes a set of signing profiles, which define the trusted publishers for this function.\\n\\nRequired: No\\n\\nType: String\\n\\nPattern: arn:(aws[a-zA-Z-]*)?:lambda:(eusc-)?[a-z] { 2}((-gov)|(-iso([a-z]?)))?-[a-z]+-\\\\d { 1}:\\\\d { 12}:code-signing-config:csc-[a-z0-9] { 17}\\n\\nUpdate requires: No interruption DeadLetterConfig\\n\\nA dead-letter queue configuration that specifies the queue or topic where Lambda sends asynchronous events\\nwhen they fail processing. For more information, see Dead-letter queues.\\n\\nRequired: No\\n\\nType: DeadLetterConfig\\n\\nUpdate requires: No interruption Description\\n\\nA description of the function.\\n\\nRequired: No\\n\\nType: String\\n\\nMaximum: 256\\n\\nUpdate requires: No interruption DurableConfig\\n\\nConfiguration settings for durable functions, including execution timeout and retention period for execution history.\\n\\nRequired: No\\n\\nType: DurableConfig\\n\\nUpdate requires: Replacement Environment\\n\\nEnvironment variables that are accessible from function code during execution.\\n\\nRequired: No\\n\\nType: Environment\\n\\nUpdate requires: No interruption EphemeralStorage\\n\\nThe size of the function's /tmp directory in MB. The default value is 512,\\nbut it can be any whole number between 512 and 10,240 MB.\\n\\nRequired: No\\n\\nType: EphemeralStorage\\n\\nUpdate requires: No interruption FileSystemConfigs\\n\\nConnection settings for an Amazon EFS file system. To connect a function to a file system, a mount target must be available\\nin every Availability Zone that your function connects to. If your template contains an\\nAWS::EFS::MountTarget resource,\\nyou must also specify a DependsOn attribute to ensure that the mount target is created or updated before the function.\\n\\nFor more information about using the DependsOn attribute, see DependsOn Attribute.\\n\\nRequired: No\\n\\nType: Array of FileSystemConfig\\n\\nMaximum: 1\\n\\nUpdate requires: No interruption FunctionName\\n\\nThe name of the Lambda function, up to 64 characters in length. If you don't specify a name, CloudFormation\\ngenerates one.\\n\\nIf you specify a name, you cannot perform updates that require replacement of this resource. You can perform\\nupdates that require no or some interruption. If you must replace the resource, specify a new name.\\n\\nRequired: No\\n\\nType: String\\n\\nMinimum: 1\\n\\nUpdate requires: Replacement FunctionScalingConfig\\n\\nConfiguration that defines the scaling behavior for a Lambda Managed Instances function, including the minimum and maximum number of execution environments that can be provisioned.\\n\\nRequired: No\\n\\nType: FunctionScalingConfig\\n\\nUpdate requires: No interruption Handler\\n\\nThe name of the method within your code that Lambda calls to run your function.\\nHandler is required if the deployment package is a.zip file archive. The format includes the\\nfile name. It can also include namespaces and other qualifiers, depending on the runtime. For more information,\\nsee Lambda programming model.\\n\\nRequired: No\\n\\nType: String\\n\\nPattern: ^[^\\\\s]+$\\n\\nMaximum: 128\\n\\nUpdate requires: No interruption ImageConfig\\n\\nConfiguration values that override the container image Dockerfile settings. For more information, see Container image\\nsettings.\\n\\nRequired: No\\n\\nType: ImageConfig\\n\\nUpdate requires: No interruption KmsKeyArn\\n\\nThe ARN of the AWS Key Management Service (AWS KMS) customer managed key that's used to encrypt the following resources:\\n\\nThe function's environment variables.\\n\\nThe function's Lambda SnapStart snapshots.\\n\\nWhen used with SourceKMSKeyArn, the unzipped version of the.zip deployment package that's used for function invocations. For more information, see\\nSpecifying a customer managed key for Lambda.\\n\\nThe optimized version of the container image that's used for function invocations. Note that this is not the same key that's used to protect your container image in the Amazon Elastic Container Registry (Amazon ECR). For more information, see Function lifecycle.\\n\\nIf you don't provide a customer managed key, Lambda uses an AWS owned key or an AWS managed key.\\n\\nRequired: No\\n\\nType: String\\n\\nPattern: ^(arn:(aws[a-zA-Z-]*)?:[a-z0-9-.]+:.*)|()$\\n\\nUpdate requires: No interruption Layers\\n\\nA list of function layers\\nto add to the function's execution environment. Specify each layer by its ARN, including the version.\\n\\nRequired: No\\n\\nType: Array of String\\n\\nUpdate requires: No interruption LoggingConfig\\n\\nThe function's Amazon CloudWatch Logs configuration settings.\\n\\nRequired: No\\n\\nType: LoggingConfig\\n\\nUpdate requires: No interruption MemorySize\\n\\nThe amount of memory available to the function at runtime.\\nIncreasing the function memory also increases its CPU allocation. The default value is 128 MB. The value can be any multiple of 1 MB. Note\\nthat new AWS accounts have reduced concurrency and memory quotas. AWS raises these quotas automatically based on your\\nusage. You can also request a quota increase.\\n\\nRequired: No\\n\\nType: Integer\\n\\nMinimum: 128\\n\\nMaximum: 32768\\n\\nUpdate requires: No interruption PackageType\\n\\nThe type of deployment package. Set to Image for container image and set Zip for.zip file archive.\\n\\nRequired: No\\n\\nType: String\\n\\nAllowed values: Image | Zip\\n\\nUpdate requires: Replacement PublishToLatestPublished\\n\\nProperty description not available.\\n\\nRequired: No\\n\\nType: Boolean\\n\\nUpdate requires: No interruption RecursiveLoop\\n\\nThe status of your function's recursive loop detection configuration.\\n\\nWhen this value is set to Allow and Lambda detects your function being invoked as part of a recursive\\nloop, it doesn't take any action.\\n\\nWhen this value is set to Terminate and Lambda detects your function being invoked as part of a recursive\\nloop, it stops your function being invoked and notifies you.\\n\\nRequired: No\\n\\nType: String\\n\\nAllowed values: Allow | Terminate\\n\\nUpdate requires: No interruption ReservedConcurrentExecutions\\n\\nThe number of simultaneous executions to reserve for the function.\\n\\nRequired: No\\n\\nType: Integer\\n\\nMinimum: 0\\n\\nUpdate requires: No interruption Role\\n\\nThe Amazon Resource Name (ARN) of the function's execution role.\\n\\nRequired: Yes\\n\\nType: String\\n\\nPattern: ^arn:(aws[a-zA-Z-]*)?:iam::\\\\d { 12}:role/?[a-zA-Z_0-9+=,.@\\\\-_/]+$\\n\\nUpdate requires: No interruption Runtime\\n\\nThe identifier of the function's\\nruntime. Runtime is required if the deployment package is a.zip file archive. Specifying a runtime results in\\nan error if you're deploying a function using a container image.\\n\\nThe following list includes deprecated runtimes. Lambda blocks creating new functions and updating existing\\nfunctions shortly after each runtime is deprecated. For more information, see\\nRuntime use after deprecation.\\n\\nFor a list of all currently supported runtimes, see\\nSupported runtimes.\\n\\nRequired: No\\n\\nType: String\\n\\nAllowed values: nodejs | nodejs4.3 | nodejs6.10 | nodejs8.10 | nodejs10.x | nodejs12.x | nodejs14.x | nodejs16.x | java8 | java8.al2 | java11 | python2.7 | python3.6 | python3.7 | python3.8 | python3.9 | dotnetcore1.0 | dotnetcore2.0 | dotnetcore2.1 | dotnetcore3.1 | dotnet6 | dotnet8 | nodejs4.3-edge | go1.x | ruby2.5 | ruby2.7 | provided | provided.al2 | nodejs18.x | python3.10 | java17 | ruby3.2 | ruby3.3 | ruby3.4 | python3.11 | nodejs20.x | provided.al2023 | python3.12 | java21 | python3.13 | nodejs22.x | nodejs24.x | python3.14 | java25 | dotnet10\\n\\nUpdate requires: No interruption RuntimeManagementConfig\\n\\nSets the runtime management configuration for a function's version. For more information,\\nsee Runtime updates.\\n\\nRequired: No\\n\\nType: RuntimeManagementConfig\\n\\nUpdate requires: No interruption SnapStart\\n\\nThe function's AWS Lambda SnapStart setting.\\n\\nRequired: No\\n\\nType: SnapStart\\n\\nUpdate requires: No interruption Tags\\n\\nA list of tags to apply to the\\nfunction.\\n\\nNote\\n\\nYou must have the lambda:TagResource, lambda:UntagResource,\\nand lambda:ListTags permissions for your IAM principal to manage the CloudFormation stack. If you\\ndon't have these permissions, there might be unexpected behavior with stack-level tags\\npropagating to the resource during resource creation and update.\\n\\nRequired: No\\n\\nType: Array of Tag\\n\\nUpdate requires: No interruption TenancyConfig\\n\\nThe function's tenant isolation configuration settings. Determines whether the Lambda function\\nruns on a shared or dedicated infrastructure per unique tenant.\\n\\nRequired: No\\n\\nType: TenancyConfig\\n\\nUpdate requires: Replacement Timeout\\n\\nThe amount of time (in seconds) that Lambda allows a function to run before stopping it. The default is 3 seconds. The\\nmaximum allowed value is 900 seconds. For more information, see Lambda execution environment.\\n\\nRequired: No\\n\\nType: Integer\\n\\nMinimum: 1\\n\\nUpdate requires: No interruption TracingConfig\\n\\nSet Mode to Active to sample and trace a subset of incoming requests with\\nX-Ray.\\n\\nRequired: No\\n\\nType: TracingConfig\\n\\nUpdate requires: No interruption VpcConfig\\n\\nFor network connectivity to AWS resources in a VPC, specify a list of security groups and subnets in the VPC.\\nWhen you connect a function to a VPC, it can access resources and the internet only through that VPC. For more\\ninformation, see Configuring a Lambda function to access resources in a VPC.\\n\\nRequired: No\\n\\nType: VpcConfig\\n\\nUpdate requires: No interruption\\n\\nReturn values\\n\\nRef\\n\\nWhen you pass the logical ID of this resource to the intrinsic Ref function, Ref returns the resource name.\\n\\nFor more information about using the Ref function, see Ref.\\n\\nFn::GetAtt\\n\\nThe Fn::GetAtt intrinsic function returns a value for a specified attribute of this type. The following are the available attributes and sample return values.\\n\\nFor more information about using the Fn::GetAtt intrinsic function, see Fn::GetAtt.\\n\\nArn\\n\\nThe Amazon Resource Name (ARN) of the function.\\nSnapStartResponse.ApplyOn\\n\\nProperty description not available. SnapStartResponse.OptimizationStatus\\n\\nProperty description not available.\\n\\nExamples\\n\\nFunction\\n\\nCreate a Node.js function.\\n\\nJSON\\n\\n\\\"AMIIDLookup\\\": {\\n\\\"Type\\\": \\\"AWS::Lambda::Function\\\",\\n\\\"Properties\\\": {\\n\\\"Handler\\\": \\\"index.handler\\\",\\n\\\"Role\\\": {\\n\\\"Fn::GetAtt\\\": [\\n\\\"LambdaExecutionRole\\\",\\n\\\"Arn\\\"\\n]\\n},\\n\\\"Code\\\": {\\n\\\"S3Bucket\\\": \\\"amzn-s3-demo-bucket\\\",\\n\\\"S3Key\\\": \\\"amilookup.zip\\\"\\n},\\n\\\"Runtime\\\": \\\"nodejs20.x\\\",\\n\\\"Timeout\\\": 25,\\n\\\"TracingConfig\\\": {\\n\\\"Mode\\\": \\\"Active\\\"\\n}\\n}\\n}\\n\\nInline Function\\n\\nInline Node.js function that lists Amazon S3 buckets in\\nus-east-1\\n. Before using this example, make sure that your execution role has Amazon S3 read permissions.\\n\\nYAML\\n\\nAWSTemplateFormatVersion: '2010-09-09'\\nDescription: Lambda function ListBucketsCommand.\\nResources:\\nprimer:\\nType: AWS::Lambda::Function\\nProperties:\\nRuntime: nodejs20.x\\nRole: arn:aws:iam::111122223333:role/lambda-role\\nHandler: index.handler\\nCode:\\nZipFile: |\\nconst { S3Client, ListBucketsCommand } = require(\\\"@aws-sdk/client-s3\\\");\\nconst s3 = new S3Client( { region: \\\"us-east-1\\\" }); // replace \\\"us-east-1\\\" with your AWS Region\\n\\nexports.handler = async function(event) {\\nconst command = new ListBucketsCommand( { });\\nconst response = await s3.send(command);\\nreturn response.Buckets;\\n};\\nDescription: List Amazon S3 buckets in us-east-1.\\nTracingConfig:\\nMode: Active\\n\\nVPC Function\\n\\nFunction connected to a VPC.\\n\\nYAML\\n\\nAWSTemplateFormatVersion: '2010-09-09'\\nDescription: VPC function.\\nResources:\\nFunction:\\nType: AWS::Lambda::Function\\nProperties:\\nHandler: index.handler\\nRole: arn:aws:iam::111122223333:role/lambda-role\\nCode:\\nS3Bucket: amzn-s3-demo-bucket\\nS3Key: function.zip\\nRuntime: nodejs20.x\\nTimeout: 5\\nTracingConfig:\\nMode: Active\\nVpcConfig:\\nSecurityGroupIds:\\n- sg-085912345678492fb\\nSubnetIds:\\n- subnet-071f712345678e7c8\\n- subnet-07fd123456788a036\", \"url\": \"https://docs.aws.amazon.com/AWSCloudFormation/latest/TemplateReference/aws-resource-lambda-function.html\", \"with\": [\"Please update your bookmarks and links. For help getting started with CloudForma\", \"Update requires: No interruption DurableConfig\", \"The number of simultaneous executions to reserve for the function.\", \"Create a Node.js function.\"], \"without\": [\"Did this page help you\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "5372", "input": "https://docs.docker.com/compose/gettingstarted/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5372\", \"ground_truth_path\": \"source/test/ground-truth/5372.json\", \"ground_truth_sha256\": \"4ce880cc8f9cdecb9a94d401cc81d967b92dd05359647920e497cdc286db9c85\", \"html_path\": \"source/test/html/5372.html.gz\", \"html_sha256\": \"33d3832926c88c5a9197af465ff884704c8c00c585d651d62927c1df47951f50\", \"page_type\": \"documentation\", \"reference\": \"Docker Compose Quickstart\\n\\nThis tutorial aims to introduce fundamental concepts of Docker Compose by guiding you through the development of a basic Python web application.\\n\\nUsing the Flask framework, the application features a hit counter in Redis, providing a practical example of how Docker Compose can be applied in web development scenarios. The concepts demonstrated here should be understandable even if you're not familiar with Python.\\n\\nPrerequisites\\n\\nMake sure you have:\\nInstalled the latest version of Docker Compose\\nA basic understanding of Docker concepts and how Docker works\\n\\nStep 1: Set up the project\\n\\nCreate a directory for the project:\\n\\n$ mkdir compose-demo\\n$ cd compose-demo\\n\\nCreate app.py in your project directory and add the following:\\n\\nimport os\\nimport redis\\nfrom flask import Flask\\napp = Flask ( __name__ )\\ncache = redis. Redis (\\nhost = os. getenv ( \\\"REDIS_HOST\\\", \\\"redis\\\" ),\\nport = int ( os. getenv ( \\\"REDIS_PORT\\\", \\\"6379\\\" )),\\n)\\n@app.route ( \\\"/\\\" )\\ndef hello ():\\ncount = cache. incr ( \\\"hits\\\" )\\nreturn f \\\"Hello from Docker! I have been seen { count } time(s). \\\\n \\\"\\n\\nThe app reads its Redis connection details from environment variables, with sensible defaults so it works out of the box.\\n\\nCreate requirements.txt in your project directory and add the following:\\n\\nflask\\nredis\\n\\nCreate a Dockerfile:\\n\\n# syntax=docker/dockerfile:1 FROM python:3.12-alpine # Builds an image with the Python 3.12 image WORKDIR /code # Sets the working directory to `/code` ENV FLASK_APP = app.py # Sets environment variables used by the `flask` command ENV FLASK_RUN_HOST = 0.0.0.0 RUN apk add --no-cache gcc musl-dev linux-headers # Installs `gcc` and other dependencies COPY requirements.txt. # Copies `requirements.txt` RUN pip install -r requirements.txt # Installs the Python dependencies COPY.. # Copies the current directory `.` in the project to the workdir `.` in the image EXPOSE 5000 CMD [ \\\"flask\\\", \\\"run\\\", \\\"--debug\\\" ] # Sets the default command for the container to `flask run --debug`\\n\\nImportant\\n\\nMake sure the file is named Dockerfile with no extension. Some editors add.txt\\nautomatically, which causes the build to fail.\\n\\nFor more information on how to write Dockerfiles, see the\\nDockerfile reference.\\n\\nCreate a.env file to hold configuration values:\\n\\nAPP_PORT=8000\\nREDIS_HOST=redis\\nREDIS_PORT=6379\\n\\nCompose automatically reads.env and makes these values available for interpolation\\nin your compose.yaml. For this example the gains are modest, but in practice,\\nkeeping configuration out of the Compose file makes it easier to:\\nChange values across environments without editing YAML\\nAvoid committing secrets to version control\\nReuse values across multiple services\\n\\nCreate a.dockerignore file to keep unnecessary files out of your build context:\\n\\n.env\\n*.pyc\\n__pycache__\\nredis-data\\n\\nDocker sends everything in your project directory to the daemon when it builds an image.\\nWithout.dockerignore, that includes your.env file (which may contain secrets) and\\nany cached Python bytecode. Excluding them keeps builds fast and avoids accidentally\\nbaking sensitive values into an image layer.\\n\\nStep 2: Define and start your services\\n\\nCompose simplifies the control of your entire application stack, making it easy to manage services, networks, and volumes in a single YAML configuration file.\\n\\nCreate compose.yaml in your project directory and paste the following:\\n\\nservices: web: build:. ports: - \\\"${APP_PORT}:5000\\\" environment: - REDIS_HOST=${REDIS_HOST} - REDIS_PORT=${REDIS_PORT} redis: image: redis:alpine\\n\\nThis Compose file defines two services:\\n\\nThe web service uses an image that's built from the Dockerfile in the current directory. It maps port 8000 on the host to port 5000 on the container where Flask listens by default.\\n\\nThe redis service uses a public Redis image pulled from the Docker Hub registry.\\n\\nFor more information on the compose.yaml file, see How Compose works.\\n\\nStart up your application:\\n\\n$ docker compose up\\n\\nWith a single command, you create and start all the services from your configuration file. Compose builds your web image, pulls the Redis image, and starts both containers.\\n\\nOpen http://localhost:8000. You should see:\\n\\nHello from Docker! I have been seen 1 time(s).\\n\\nRefresh the page -- the counter increments on each visit.\\n\\nThis minimal setup works, but it has two problems you'll fix in the next steps:\\nStartup race: web starts at the same time as redis. If Redis isn't ready yet,\\nthe Flask app fails to connect and crashes.\\nNo persistence: If you run docker compose down followed by docker compose up, the\\ncounter resets to zero. docker compose down removes the containers, and with them\\nany data written to the container's writable layer. docker compose stop preserves\\nthe containers so data survives, but you can't rely on that in production where\\ncontainers are regularly replaced.\\n\\nStop the stack before moving on:\\n\\n$ docker compose down\\n\\nStep 3: Fix the startup race with health checks\\n\\nTo fix the startup race, Compose needs to wait until redis is confirmed healthy before\\nstarting web.\\n\\nUpdate compose.yaml:\\n\\nservices: web: build:. ports: - \\\"${APP_PORT}:5000\\\" environment: - REDIS_HOST=${REDIS_HOST} - REDIS_PORT=${REDIS_PORT} depends_on: redis: condition: service_healthy redis: image: redis:alpine healthcheck: test: [ \\\"CMD\\\", \\\"redis-cli\\\", \\\"ping\\\" ] interval: 5s timeout: 3s retries: 5 start_period: 10s\\n\\nThe healthcheck block tells Compose how to test whether Redis is ready:\\ntest is the command Compose runs inside the container to check its health.\\nredis-cli ping connects to Redis and expects a PONG response -- if it gets one,\\nthe container is healthy.\\nstart_period gives Redis 10 seconds to initialize before health checks begin.\\nAny failures during this window don't count toward the retry limit.\\ninterval runs the check every 5 seconds after the start period has elapsed.\\ntimeout gives each check 3 seconds to respond before treating it as a failure.\\nretries sets how many consecutive failures are allowed before Compose marks the\\ncontainer as unhealthy. With interval: 5s and retries: 5, Compose will wait up\\nto 25 seconds before giving up.\\n\\nStart the stack to confirm the ordering is fixed:\\n\\n$ docker compose up\\n\\nYou should see something similar to:\\n\\n[+] Running 2/2\\n Container compose-demo-redis-1 Healthy 0.0s\\n\\nOpen http://localhost:8000 to confirm the app is still working, then stop the stack before moving on:\\n\\n$ docker compose down\\n\\nStep 4: Enable Compose Watch for live updates\\n\\nWithout Compose Watch, every code change requires you to stop the stack, rebuild the image, and restart the containers. Compose Watch eliminates that cycle by automatically syncing changes into your running container as you save files.\\n\\nUpdate compose.yaml to add the develop.watch block to the web service:\\n\\nservices: web: build:. ports: - \\\"${APP_PORT}:5000\\\" environment: - REDIS_HOST=${REDIS_HOST} - REDIS_PORT=${REDIS_PORT} depends_on: redis: condition: service_healthy develop: watch: - action: sync+restart path:. target: /code - action: rebuild path: requirements.txt redis: image: redis:alpine healthcheck: test: [ \\\"CMD\\\", \\\"redis-cli\\\", \\\"ping\\\" ] interval: 5s timeout: 3s retries: 5 start_period: 10s\\n\\nThe watch block defines two rules:\\nThe sync+restart action watches your project directory (. ) on the host. When a file changes, Compose copies any changed files into /code inside the running container, then restarts the container. Because the container restarts with the updated files already in place, Flask starts up reading the new code directly -- no manual rebuild or restart needed.\\nThe rebuild action on requirements.txt triggers a full image rebuild whenever you add a new dependency, since installing packages requires rebuilding the image, not just syncing files.\\n\\nStart the stack with Watch enabled:\\n\\n$ docker compose up --watch\\n\\nMake a live change. Open app.py and update the greeting:\\n\\nreturn f \\\"Hello from Compose Watch! I have been seen { count } time(s). \\\\n \\\"\\n\\nSave the file. Compose Watch detects the change and syncs it immediately:\\n\\nSyncing service \\\"web\\\" after changes were detected\\n\\nRefresh http://localhost:8000. The updated greeting appears without any restart\\nand the counter should still be incrementing.\\n\\nStop the stack before moving on:\\n\\n$ docker compose down\\n\\nFor more information on how Compose Watch works, see\\nUse Compose Watch.\\n\\nStep 5: Persist data with named volumes\\n\\nEach time you stop and restart the stack the visit counter resets to zero. Redis data\\nlives inside the container, so it disappears when the container is removed. A named\\nvolume fixes this by storing the data on the host, outside the container lifecycle.\\n\\nUpdate compose.yaml:\\n\\nservices: web: build:. ports: - \\\"${APP_PORT}:5000\\\" environment: - REDIS_HOST=${REDIS_HOST} - REDIS_PORT=${REDIS_PORT} depends_on: redis: condition: service_healthy develop: watch: - action: sync+restart path:. target: /code - action: rebuild path: requirements.txt redis: image: redis:alpine volumes: - redis-data:/data healthcheck: test: [ \\\"CMD\\\", \\\"redis-cli\\\", \\\"ping\\\" ] interval: 5s timeout: 3s retries: 5 start_period: 10s volumes: redis-data:\\n\\nThe redis-data:/data entry under redis.volumes mounts the named volume at /data, the path where Redis\\nwrites its data files. The top-level volumes key registers it with Docker so it\\npersists between compose down and compose up cycles.\\n\\nStart the stack with docker compose up --watch and refresh http://localhost:8000 a few times to build up a count.\\n\\nTear down the stack with docker compose down and then bring it back up again with docker compose up --watch.\\n\\nOpen http://localhost:8000 -- the counter continues from where it left off.\\n\\nNow reset the counter with docker compose down -v.\\n\\nThe -v flag removes named volumes along with the containers. Use this intentionally -- it permanently deletes the stored data.\\n\\nStep 6: Structure your project with multiple Compose files\\n\\nAs applications grow, a single compose.yaml becomes harder to maintain. The include\\ntop-level element lets you split services across multiple files while keeping them part of the\\nsame application.\\n\\nThis is especially useful when different teams own different parts of the stack, or when\\nyou want to reuse infrastructure definitions across projects.\\n\\nCreate a new file in your project directory called infra.yaml and move the Redis service and volume into it:\\n\\nservices: redis: image: redis:alpine volumes: - redis-data:/data healthcheck: test: [ \\\"CMD\\\", \\\"redis-cli\\\", \\\"ping\\\" ] interval: 5s timeout: 3s retries: 5 start_period: 10s volumes: redis-data:\\n\\nUpdate compose.yaml to include infra.yaml:\\n\\ninclude: - path:./infra.yaml services: web: build:. ports: - \\\"${APP_PORT}:5000\\\" environment: - REDIS_HOST=${REDIS_HOST} - REDIS_PORT=${REDIS_PORT} depends_on: redis: condition: service_healthy develop: watch: - action: sync+restart path:. target: /code - action: rebuild path: requirements.txt\\n\\nRun the application to confirm everything still works:\\n\\n$ docker compose up --watch\\n\\nCompose merges both files at startup. The web service can still reference redis\\nby name because all included services share the same default network.\\n\\nThis is a simplified example, but it demonstrates the basic principle of include and how it can make it easier to modularize complex applications into sub-Compose files. For more information on include and working with multiple Compose files, see\\nWorking with multiple Compose files.\\n\\nStop the stack before moving on:\\n\\n$ docker compose down\\n\\nStep 7: Inspect and debug your running stack\\n\\nWith a fully configured stack, you can observe what's happening inside your containers\\nwithout stopping anything. This step covers the core commands for inspecting the resolved configuration, streaming logs, and running commands\\ninside a running container.\\n\\nBefore starting the stack, verify that Compose has resolved your.env variables and\\nmerged all files correctly:\\n\\n$ docker compose config\\n\\ndocker compose config doesn't require the stack to be running -- it works purely from\\nyour files. A few things worth noting in the output:\\n${APP_PORT}, ${REDIS_HOST}, and ${REDIS_PORT} have all been replaced with the\\nvalues from your.env file.\\nShort-form port notation ( \\\"8000:5000\\\" ) is expanded into its canonical fields\\n( target, published, protocol ).\\nThe default network and volume names are made explicit, prefixed with the project name\\ncompose-demo.\\nThe output is the fully resolved configuration, with any files\\nbrought in via include merged into a single view.\\n\\nUse docker compose config any time you want to confirm what Compose will actually\\napply, especially when debugging variable substitution or working with multiple Compose files.\\n\\nNow start the stack in detached mode so the terminal stays free for the commands that\\nfollow:\\n\\n$ docker compose up -d\\n\\nStream logs from all services\\n\\n$ docker compose logs -f\\n\\nThe -f flag follows the log stream in real time, interleaving output from both\\ncontainers with color-coded service name prefixes. Refresh http://localhost:8000 a\\nfew times and watch the Flask request logs appear. To follow logs for a single service,\\npass its name:\\n\\n$ docker compose logs -f web\\n\\nPress Ctrl+C to stop following logs. The containers keep running.\\n\\nRun commands inside a running container\\n\\ndocker compose exec runs a command inside an already-running container without\\nstarting a new one. This is the primary tool for live debugging.\\n\\nVerify environment variables are set correctly\\n\\n$ docker compose exec web env | grep REDIS\\n\\nREDIS_HOST=redis\\nREDIS_PORT=6379\\n\\nTest that the web container can reach Redis using the service name as the hostname\\n\\n$ docker compose exec web python -c \\\"import redis; r = redis.Redis(host='redis'); print(r.ping())\\\"\\n\\nTrue\\n\\nThis uses the same redis library your app uses, so a True response confirms that\\nservice discovery, networking, and the Redis connection are all working end to end.\\n\\nInspect the live value of the hit counter in Redis\\n\\n$ docker compose exec redis redis-cli GET hits\\n\\nWhere to go next\", \"url\": \"https://docs.docker.com/compose/gettingstarted/\", \"with\": [\"Using the Flask framework, the application features a hit counter in Redis, prov\", \"the containers so data survives, but you can't rely on that in production where\", \"Step 6: Structure your project with multiple Compose files\", \"Inspect the live value of the hit counter in Redis\"], \"without\": [\"Get started\", \"Docker Engine\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "5373", "input": "https://docs.flutter.dev/ui/widgets", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5373\", \"ground_truth_path\": \"source/test/ground-truth/5373.json\", \"ground_truth_sha256\": \"90fe574be53943071c3c4ef83625d9067d330259ab8f1278c2b9bf6aa235f5a0\", \"html_path\": \"source/test/html/5373.html.gz\", \"html_sha256\": \"c60ed6ed4eaac3409b2712510138b6ebba3499e36e568a0a35a38c80bceac13a\", \"page_type\": \"documentation\", \"reference\": \"A catalog of some of Flutter's rich set of widgets.\\n\\nCreate beautiful apps faster with Flutter's collection of visual, structural,\\nplatform, and interactive widgets. In addition to browsing widgets by category,\\nyou can also see all the widgets in the widget index.\\n\\nDesign systems\\n\\nFlutter ships with two design systems as part of the SDK.\\n\\nCupertino\\n\\nBeautiful and high-fidelity widgets that align with\\nApple's Human Interface Guidelines for iOS and macOS.\\n\\nMaterial design\\n\\nVisual, behavioral, and motion-rich widgets implementing\\nthe Material 3 design specification.\\n\\nYou can find many more design systems created by the Flutter community\\non pub.dev, the package repository for Dart and Flutter.\\nFor example, the Windows-inspired fluent_ui,\\nmacOS-inspired macos_ui,\\nand the Ubuntu-inspired yaru widgets.\\n\\nBase widgets\\n\\nBase widgets support a range of common rendering options\\nlike input, layout, and text.\\n\\nAccessibility\\n\\nMake your app accessible.\\n\\nAnimation and motion\\n\\nBring animations to your app.\\n\\nAssets, images, and icons\\n\\nManage assets, display images, and show icons.\\n\\nAsync\\n\\nWidgets supporting async patterns in your Flutter apps.\\n\\nBasics\\n\\nWidgets to know before building your first Flutter app.\\n\\nInput\\n\\nTake user input in addition to input widgets in Material components and Cupertino.\\n\\nInteraction models\\n\\nRespond to touch events and route users to different views.\\n\\nLayout\\n\\nArrange other widgets columns, rows, grids, and many other layouts.\\n\\nPainting and effects\\n\\nThese widgets apply visual effects to the children without changing their layout, size, or position.\\n\\nScrolling\\n\\nScroll multiple widgets as children of the parent.\\n\\nStyling\\n\\nManage the theme of your app, make your app responsive to screen sizes, or add padding.\\n\\nText\\n\\nDisplay and style text.\\n\\n100+ short, 1-minute explainer videos to\\nhelp you quickly get started with Flutter widgets.\\n\\nWatch more widget of the week videos\", \"url\": \"https://docs.flutter.dev/ui/widgets\", \"with\": [\"Create beautiful apps faster with Flutter's collection of visual, structural,\", \"Visual, behavioral, and motion-rich widgets implementing\", \"Take user input in addition to input widgets in Material components and Cupertin\", \"help you quickly get started with Flutter widgets.\"], \"without\": [\"Flutter Docs\", \"Flutter Blog\", \"Quick start\", \"Custom setup\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "5374", "input": "https://docs.flutter.dev/ui/widgets/material", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5374\", \"ground_truth_path\": \"source/test/ground-truth/5374.json\", \"ground_truth_sha256\": \"7149cc6a97dcc28abf6d268b1edf4c2ed1c2eedca6de8e6a3a3615b86ade72da\", \"html_path\": \"source/test/html/5374.html.gz\", \"html_sha256\": \"28584091243bd28fb9aded9588c5881d160176315a53f82a6e213e4d17e5ec9d\", \"page_type\": \"documentation\", \"reference\": \"A catalog of Flutter's material component widgets. Visual, behavioral, and motion-rich widgets implementing the Material 3 design specification.\\n\\nFlutter provides a variety of visual, behavioral, and motion-rich widgets\\nthat implement the Material 3 design specification.\\nMaterial 3 is the default design language of Flutter,\\nenabling you to design and build beautiful, usable apps\\nthat can adapt to any platform.\\n\\nTo catch these and other widgets in action,\\ncheck out the Material 3 demo\\nweb app.\\n\\nActions\\n\\nCommon buttons\\n\\nClickable blocks that start an action, such as sending an email, sharing a document, or liking a comment.\\n\\nFloating Action Button\\n\\nClickable block containing an icon that keeps a key action always in reach.\\n\\nExtended Floating Action Button\\n\\nClickable block that triggers an action. These wider blocks can fit a text label and provide a larger target area.\\n\\nIcon Button\\n\\nClickable icons to prompt app users to take supplementary actions.\\n\\nSegmented Button\\n\\nSingle or multiple selected clickable blocks to help people select options, switch views, or sort elements.\\n\\nCommunication\\n\\nBadge\\n\\nIcon-like block that conveys dynamic content such as counts or status. It can include labels or numbers.\\n\\nLinear Progress Indicator\\n\\nVertical line that changes color as an ongoing process, such as loading an app or submitting a form, completes.\\n\\nSnack Bar\\n\\nBrief messages about app processes that display at the bottom of the screen.\\n\\nContainment\\n\\nAlert Dialog\\n\\nHovering containers that prompt app users to provide more data or make a decision.\\n\\nBottom sheet\\n\\nContainers that anchor supplementary content to the bottom of the screen.\\n\\nCard\\n\\nContainer for short, related pieces of content displayed in a box with rounded corners and a drop shadow.\\n\\nDivider\\n\\nThin line that groups content in lists and containers.\\n\\nList Tile\\n\\nA single fixed-height row that typically contains some text as well as a leading or trailing icon.\\n\\nApp Bar\\n\\nContainer that displays content and actions at the top of a screen.\\n\\nBottom app bar\\n\\nContainer that displays navigation and key actions at the bottom of a screen.\\n\\nNavigation Bar\\n\\nPersistent container that enables switching between primary destinations in an app.\\n\\nNavigation Drawer\\n\\nContainer that slides from the leading edge of the app to navigate to other sections in an app.\\n\\nNavigation rail\\n\\nPersistent container on the leading edge of tablet and desktop screens to navigate to parts of an app.\\n\\nTab Bar\\n\\nLayered containers that organize content across different screens, data sets, and other interactions.\\n\\nSelection\\n\\nCheckbox\\n\\nForm control that app users can set or clear to select one or more options from a set.\\n\\nChip\\n\\nSmall blocks that simplify entering information, making selections, filtering content, or triggering actions.\\n\\nDate Picker\\n\\nCalendar interface used to select a date or a range of dates.\\n\\nMenu\\n\\nContainer that displays a list of choices on a temporary surface.\\n\\nRadio\\n\\nForm control that app users can set or clear to select only one option from a set.\\n\\nSlider\\n\\nForm control that enables selecting a range of values.\\n\\nSwitch\\n\\nToggle control that changes the state of a single item to on or off.\\n\\nTime Picker\\n\\nClock interface used to select and set a specific time.\\n\\nText inputs\\n\\nFind more widgets in the Material 2 widget catalog and other categories of the\\nwidget catalog.\", \"url\": \"https://docs.flutter.dev/ui/widgets/material\", \"with\": [\"Flutter provides a variety of visual, behavioral, and motion-rich widgets\", \"Icon-like block that conveys dynamic content such as counts or status. It can in\", \"Persistent container on the leading edge of tablet and desktop screens to naviga\", \"Find more widgets in the Material 2 widget catalog and other categories of the\"], \"without\": [\"Flutter Docs\", \"Flutter Blog\", \"Quick start\", \"Custom setup\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "5375", "input": "https://docs.flutter.dev/ui/widgets/layout", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5375\", \"ground_truth_path\": \"source/test/ground-truth/5375.json\", \"ground_truth_sha256\": \"a11655148bde5f93c232973b923aa63ad972a5a3f5004f5ae207e366e6451740\", \"html_path\": \"source/test/html/5375.html.gz\", \"html_sha256\": \"6c0e64b7ff403004f652493f176560d7edab1497bf1f44ad48a4b77869008274\", \"page_type\": \"documentation\", \"reference\": \"A catalog of Flutter's layout widgets. Arrange other widgets columns, rows, grids, and many other layouts.\\n\\nArrange other widgets columns, rows, grids, and many other layouts.\\n\\nSingle-child layout widgets\\n\\nAlign\\n\\nA widget that aligns its child within itself and optionally sizes itself based on the child's size.\\n\\nAspect Ratio\\n\\nA widget that attempts to size the child to a specific aspect ratio.\\n\\nBaseline\\n\\nContainer that positions its child according to the child's baseline.\\n\\nCenter\\n\\nAlignment block that centers its child within itself.\\n\\nConstrained Box\\n\\nA widget that imposes additional constraints on its child.\\n\\nContainer\\n\\nA convenience widget that combines common painting, positioning, and sizing widgets.\\n\\nCustom Single Child Layout\\n\\nA widget that defers the layout of its single child to a delegate.\\n\\nExpanded\\n\\nA widget that expands a child of a Row, Column, or Flex.\\n\\nFitted Box\\n\\nScales and positions its child within itself according to fit.\\n\\nFractionally Sized Box\\n\\nA widget that sizes its child to a fraction of the total available space. For more details about the layout algorithm, see RenderFractionallySizedOverflowBox.\\n\\nIntrinsic Height\\n\\nA widget that sizes its child to the child's intrinsic height.\\n\\nIntrinsic Width\\n\\nA widget that sizes its child to the child's intrinsic width.\\n\\nLimited Box\\n\\nA box that limits its size only when it's unconstrained.\\n\\nOffstage\\n\\nA widget that lays the child out as if it was in the tree, but without painting anything, without making the child available for hit...\\n\\nOverflow Box\\n\\nA widget that imposes different constraints on its child than it gets from its parent, possibly allowing the child to overflow the parent.\\n\\nPadding\\n\\nA widget that insets its child by the given padding.\\n\\nSized Box\\n\\nA box with a specified size. If given a child, this widget forces its child to have a specific width and/or height (assuming values are...\\n\\nSized Overflow Box\\n\\nA widget that is a specific size but passes its original constraints through to its child, which will probably overflow.\\n\\nTransform\\n\\nA widget that applies a transformation before painting its child.\\n\\nMulti-child layout widgets\\n\\nColumn\\n\\nLayout a list of child widgets in the vertical direction.\\n\\nCustom Multi Child Layout\\n\\nA widget that uses a delegate to size and position multiple children.\\n\\nCarousel View\\n\\nA Material carousel widget that presents a scrollable list of items, each of which can dynamically change size based on the chosen layout.\\n\\nFlow\\n\\nA widget that implements the flow layout algorithm.\\n\\nGrid View\\n\\nA grid list consists of a repeated pattern of cells arrayed in a vertical and horizontal layout. The GridView widget implements this component.\\n\\nIndexed Stack\\n\\nA Stack that shows a single child from a list of children.\\n\\nLayout Builder\\n\\nBuilds a widget tree that can depend on the parent widget's size.\\n\\nList Body\\n\\nA widget that arranges its children sequentially along a given axis, forcing them to the dimension of the parent in the other axis.\\n\\nList View\\n\\nA scrollable, linear list of widgets. ListView is the most commonly used scrolling widget. It displays its children one after another in the scroll direction....\\n\\nRow\\n\\nLayout a list of child widgets in the horizontal direction.\\n\\nStack\\n\\nThis class is useful if you want to overlap several children in a simple way, for example having some text and an image, overlaid with...\\n\\nTable\\n\\nDisplays child widgets in rows and columns.\\n\\nWrap\\n\\nA widget that displays its children in multiple horizontal or vertical runs.\\n\\nSliver widgets\\n\\nCupertino Sliver Navigation Bar\\n\\nA navigation bar with iOS-11-style large titles using slivers.\\n\\nCupertino Sliver Refresh Control\\n\\nA sliver widget implementing the iOS-style pull to refresh content control.\\n\\nCustom Scroll View\\n\\nA ScrollView that creates custom scroll effects using slivers.\\n\\nSliver App Bar\\n\\nA material design app bar that integrates with a CustomScrollView.\\n\\nSliver Child Builder Delegate\\n\\nA delegate that supplies children for slivers using a builder callback.\\n\\nSliver Child List Delegate\\n\\nA delegate that supplies children for slivers using an explicit list.\\n\\nSliver Fill Remaining\\n\\nA sliver that contains a single box child that fills the remaining space in the viewport.\\n\\nSliver Fixed Extent List\\n\\nA sliver that places multiple box children with the same main axis extent in a linear array.\\n\\nSliver Grid\\n\\nA sliver that places multiple box children in a two dimensional arrangement.\\n\\nSliver List\\n\\nA sliver that places multiple box children in a linear array along the main axis.\\n\\nSliver Padding\\n\\nA sliver that applies padding on each side of another sliver.\\n\\nSliver Persistent Header\\n\\nA sliver whose size varies when the sliver is scrolled to the edge of the viewport opposite the sliver's GrowthDirection.\\n\\nSliver To Box Adapter\\n\\nA sliver that contains a single box widget.\\n\\nFind more widgets in the widget catalog.\", \"url\": \"https://docs.flutter.dev/ui/widgets/layout\", \"with\": [\"Arrange other widgets columns, rows, grids, and many other layouts.\", \"A widget that imposes different constraints on its child than it gets from its p\", \"Displays child widgets in rows and columns.\", \"A sliver that contains a single box widget.\"], \"without\": [\"Flutter Docs\", \"Flutter Blog\", \"Quick start\", \"Custom setup\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "5379", "input": "https://v1.tailwindcss.com/", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5379\", \"ground_truth_path\": \"source/test/ground-truth/5379.json\", \"ground_truth_sha256\": \"cf8c423c68e42c70afc15f0f3713ee99a8bee1e51e7a60e723beb88ae4c4fab0\", \"html_path\": \"source/test/html/5379.html.gz\", \"html_sha256\": \"eb3a32fe09d37d073903cc691c4f40e8e3be153b8d541b780493eac133ae1b42\", \"page_type\": \"documentation\", \"reference\": \"Most CSS frameworks do too much.\\n\\nUtility-first\\n\\nThey come with all sorts of predesigned components like buttons, cards, and alerts that might help you move quickly at first, but cause more pain than they cure when it comes time to make your site stand out with a custom design.\\n\\nTailwind is different.\\n\\nInstead of opinionated predesigned components, Tailwind provides low-level utility classes that let you build completely custom designs without ever leaving your HTML.\\n\\nMarketing\\nFinding customers for your new business\\n\\nGetting a new business off the ground is a lot of hard work. Here are five ideas you can use to find your first customers.\\n\\n< div class = \\\" md:flex \\\" >\\n< div class = \\\" md:flex-shrink-0 \\\" >\\n< img class = \\\" rounded-lg md:w-56 \\\" src = \\\" https://images.unsplash.com/photo-1556740738-b6a63e27c4df?ixlib=rb-1.2.1&ixid=eyJhcHBfaWQiOjEyMDd9&auto=format&fit=crop&w=448&q=80 \\\" alt = \\\" Woman paying for a purchase \\\" >\\n\\n< div class = \\\" mt-4 md:mt-0 md:ml-6 \\\" >\\n< div class = \\\" uppercase tracking-wide text-sm text-indigo-600 font-bold \\\" > Marketing \\n< a href = \\\" # \\\" class = \\\" block mt-1 text-lg leading-tight font-semibold text-gray-900 hover:underline \\\" > Finding customers for your new business \\n< p class = \\\" mt-2 text-gray-600 \\\" > Getting a new business off the ground is a lot of hard work. Here are five ideas you can use to find your first customers. \\n\\n\\n\\nIf you're sick of fighting the framework, overriding unwanted styles, and battling specificity wars, Tailwind was made for you.\\n\\nLearn more about Tailwind's utility-first workflow →\\n\\nResponsive to the core\\n\\nEvery Tailwind utility also comes with responsive variants, making it extremely easy to build responsive interfaces without resorting to custom CSS.\\n\\nTailwind uses an intuitive {screen}: prefix that makes it easy to notice responsive classes in your markup while keeping the original class name recognizable and intact.\\n\\n
\\n\\n1\\n\\n2\\n\\n3\\n\\nLearn more about responsive design with Tailwind →\\n\\nComponent-friendly\\n\\nWhile you can do a lot with just utility classes, as a project grows it can be useful to codify common patterns into higher level abstractions.\\n\\nTailwind provides tools for extracting component classes from repeated utility patterns, making it easy to update multiple instances of a component from one place:\\n\\n< button class = \\\" bg-blue-500 hover:bg-blue-600 text-white font-bold py-2 px-4 rounded \\\" >\\nButton\\n\\n\\n< button class = \\\" btn btn-blue \\\" >\\nButton\\n\\n\\n< style >\\n.btn {\\n@apply font-bold py-2 px-4 rounded;\\n}\\n.btn-blue {\\n@apply bg- blue -500 text- white;\\n}\\n.btn-blue:hover {\\n@apply bg- blue -600;\\n}\\n\\n\\nLearn more about extracting components with Tailwind →\\n\\nDesigned to be customized\\n\\nIf it makes sense to be customizable, Tailwind lets you customize it. This includes colors, border sizes, font weights, spacing utilities, breakpoints, shadows, and tons more.\\n\\nTailwind is written in PostCSS and configured in JavaScript, which means you have the full power of a real programming language at your fingertips.\\n\\nTailwind is more than a CSS framework, it's an engine for creating design systems.\\nmodule. exports = {\\ntheme: {\\nscreens: {\\ntablet: '768px',\\ndesktop: '1024px',\\n},\\ncolors: {\\nprimary: {\\n100: '#ebf8ff',\\n300: '#90cdf4',\\n500: '#4299e1',\\n700: '#2b6cb0',\\n900: '#2a4365',\\n},\\nsecondary: {\\n100: '#fffff0',\\n300: '#faf089',\\n500: '#ecc94b',\\n700: '#b7791f',\\n900: '#744210',\\n},\\n},\\nextend: {\\nboxShadow: {\\nhuge: '0 30px 60px -15px rgba(0, 0, 0,.25)'\\n}\\n}\\n}\\n}\\n\\nLearn more about customizing Tailwind →\", \"url\": \"https://v1.tailwindcss.com/\", \"with\": [\"Instead of opinionated predesigned components, Tailwind provides low-level utili\", \"If you're sick of fighting the framework, overriding unwanted styles, and battli\", \"Tailwind provides tools for extracting component classes from repeated utility p\", \"Tailwind is more than a CSS framework, it's an engine for creating design system\"], \"without\": [\"Documentation\", \"Screencasts\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "5380", "input": "https://v3.tailwindcss.com/docs/utility-first", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5380\", \"ground_truth_path\": \"source/test/ground-truth/5380.json\", \"ground_truth_sha256\": \"faef56751a43791a97bf1ffea21f164595de80818a4f87971d1e60cf6ad9a7bb\", \"html_path\": \"source/test/html/5380.html.gz\", \"html_sha256\": \"be184048591b16984d36336a3eae38010359a88865ef8b57042c5899c1da3c3f\", \"page_type\": \"documentation\", \"reference\": \"Overview\\n\\nTraditionally, whenever you need to style something on the web, you write CSS.\\n\\nUsing a traditional approach where custom designs require custom CSS\\n\\nChitChat\\n\\nYou have a new message!\\n\\n< div class = \\\" chat-notification \\\" >\\n< div class = \\\" chat-notification-logo-wrapper \\\" >\\n< img class = \\\" chat-notification-logo \\\" src = \\\" /img/logo.svg \\\" alt = \\\" ChitChat Logo \\\" >\\n\\n< div class = \\\" chat-notification-content \\\" >\\n< h4 class = \\\" chat-notification-title \\\" > ChitChat \\n< p class = \\\" chat-notification-message \\\" > You have a new message! \\n\\n\\n\\n< style >\\n.chat-notification {\\ndisplay: flex;\\nalign-items: center;\\nmax-width: 24 rem;\\nmargin: 0 auto;\\npadding: 1.5 rem;\\nborder-radius: 0.5 rem;\\nbackground-color: #fff;\\nbox-shadow: 0 20 px 25 px -5 px rgba ( 0, 0, 0, 0.1 ), 0 10 px 10 px -5 px rgba ( 0, 0, 0, 0.04 );\\n}\\n.chat-notification-logo-wrapper {\\nflex-shrink: 0;\\n}\\n.chat-notification-logo {\\nheight: 3 rem;\\nwidth: 3 rem;\\n}\\n.chat-notification-content {\\nmargin-left: 1.5 rem;\\n}\\n.chat-notification-title {\\ncolor: #1a202c;\\nfont-size: 1.25 rem;\\nline-height: 1.25;\\n}\\n.chat-notification-message {\\ncolor: #718096;\\nfont-size: 1 rem;\\nline-height: 1.5;\\n}\\n\\n\\nWith Tailwind, you style elements by applying pre-existing classes directly in your HTML.\\n\\nUsing utility classes to build custom designs without writing CSS\\n\\nChitChat\\n\\nYou have a new message!\\n\\n< div class = \\\" p-6 max-w-sm mx-auto bg-white rounded-xl shadow-lg flex items-center gap-x-4 \\\" >\\n< div class = \\\" shrink-0 \\\" >\\n< img class = \\\" size-12 \\\" src = \\\" /img/logo.svg \\\" alt = \\\" ChitChat Logo \\\" >\\n\\n< div >\\n< div class = \\\" text-xl font-medium text-black \\\" > ChitChat \\n< p class = \\\" text-slate-500 \\\" > You have a new message! \\n\\n\\n\\nIn the example above, we’ve used:\\n\\nTailwind’s flexbox and padding utilities ( flex, shrink-0, and p-6 ) to control the overall card layout\\n\\nThe max-width and margin utilities ( max-w-sm and mx-auto ) to constrain the card width and center it horizontally\\n\\nThe background color, border radius, and box-shadow utilities ( bg-white, rounded-xl, and shadow-lg ) to style the card’s appearance\\n\\nThe size utilities ( size-12 ) to set the width and height of the logo image\\n\\nThe gap utilities ( gap-x-4 ) to handle the spacing between the logo and the text\\n\\nThe font size, text color, and font-weight utilities ( text-xl, text-black, font-medium, etc.) to style the card text\\n\\nThis approach allows us to implement a completely custom component design without writing a single line of custom CSS.\\n\\nNow I know what you’re thinking, “this is an atrocity, what a horrible mess!” and you’re right, it’s kind of ugly. In fact it’s just about impossible to think this is a good idea the first time you see it — you have to actually try it.\\n\\nBut once you’ve actually built something this way, you’ll quickly notice some really important benefits:\\n\\nYou aren’t wasting energy inventing class names. No more adding silly class names like sidebar-inner-wrapper just to be able to style something, and no more agonizing over the perfect abstract name for something that’s really just a flex container.\\n\\nYour CSS stops growing. Using a traditional approach, your CSS files get bigger every time you add a new feature. With utilities, everything is reusable so you rarely need to write new CSS.\\n\\nMaking changes feels safer. CSS is global and you never know what you’re breaking when you make a change. Classes in your HTML are local, so you can change them without worrying about something else breaking.\\n\\nWhen you realize how productive you can be working exclusively in HTML with predefined utility classes, working any other way will feel like torture.\\n\\n Why not just use inline styles?\\n\\nA common reaction to this approach is wondering, “isn’t this just inline styles?” and in some ways it is — you’re applying styles directly to elements instead of assigning them a class name and then styling that class.\\n\\nBut using utility classes has a few important advantages over inline styles:\\n\\nDesigning with constraints. Using inline styles, every value is a magic number. With utilities, you’re choosing styles from a predefined design system, which makes it much easier to build visually consistent UIs.\\n\\nResponsive design. You can’t use media queries in inline styles, but you can use Tailwind’s responsive utilities to build fully responsive interfaces easily.\\n\\nHover, focus, and other states. Inline styles can’t target states like hover or focus, but Tailwind’s state variants make it easy to style those states with utility classes.\\n\\nThis component is fully responsive and includes a button with hover and focus styles, and is built entirely with utility classes:\\n\\nErin Lindford\\n\\nProduct Engineer\\n\\n< div class = \\\" py-8 px-8 max-w-sm mx-auto space-y-2 bg-white rounded-xl shadow-lg sm:py-4 sm:flex sm:items-center sm:space-y-0 sm:gap-x-6 \\\" >\\n< img class = \\\" block mx-auto h-24 rounded-full sm:mx-0 sm:shrink-0 \\\" src = \\\" /img/erin-lindford.jpg \\\" alt = \\\" Woman's Face \\\" />\\n< div class = \\\" text-center space-y-2 sm:text-left \\\" >\\n< div class = \\\" space-y-0.5 \\\" >\\n< p class = \\\" text-lg text-black font-semibold \\\" >\\nErin Lindford\\n\\n< p class = \\\" text-slate-500 font-medium \\\" >\\nProduct Engineer\\n\\n\\n< button class = \\\" px-4 py-1 text-sm text-purple-600 font-semibold rounded-full border border-purple-200 hover:text-white hover:bg-purple-600 hover:border-transparent focus:outline-none focus:ring-2 focus:ring-purple-600 focus:ring-offset-2 \\\" > Message \\n\\n\\n\\n Maintainability concerns\\n\\nThe biggest maintainability concern when using a utility-first approach is managing commonly repeated utility combinations.\\n\\nThis is easily solved by extracting components and partials, and using editor and language features like multi-cursor editing and simple loops.\\n\\n< template >\\n< button class = \\\" bg-blue-500 hover:bg-blue-700 text-white font-bold py-2 px-4 rounded \\\" >\\n< slot />\\n\\n\\n\\nAside from that, maintaining a utility-first CSS project turns out to be a lot easier than maintaining a large CSS codebase, simply because HTML is so much easier to maintain than CSS. Large companies like GitHub, Netflix, Heroku, Kickstarter, Twitch, Segment, and more are using this approach with great success.\\n\\nIf you’d like to hear about others’ experiences with this approach, check out the following resources:\\n\\nBy The Numbers: A Year and a Half with Atomic CSS by John Polacek\\n\\nNo, Utility Classes Aren’t the Same As Inline Styles by Sarah Dayan of Algolia\\n\\nDiana Mounter on using utility classes at GitHub, a podcast interview\\n\\nFor even more, check out The Case for Atomic/Utility-First CSS, curated by John Polacek.\", \"url\": \"https://v3.tailwindcss.com/docs/utility-first\", \"with\": [\"Using a traditional approach where custom designs require custom CSS\", \"The background color, border radius, and box-shadow utilities ( bg-white, rounde\", \"This component is fully responsive and includes a button with hover and focus st\", \"Diana Mounter on using utility classes at GitHub, a podcast interview\"], \"without\": [\"Documentation\", \"Screencasts\"]}"} {"category": "documentation", "family": "main-content-extraction", "id": "5381", "input": "https://vuejs.org/guide/extras/composition-api-faq", "language": "en", "source_suite": "qualified-test", "task": "{\"file_id\": \"5381\", \"ground_truth_path\": \"source/test/ground-truth/5381.json\", \"ground_truth_sha256\": \"be641fc1e744bfbbf1c764f4326681b3347207651682da2e62bdc6b755e6876d\", \"html_path\": \"source/test/html/5381.html.gz\", \"html_sha256\": \"44485b1f728f3e47532b804ee96cf84b52d88a206f04f278a0c0662359f281f8\", \"page_type\": \"documentation\", \"reference\": \"TIP\\n\\nThis FAQ assumes prior experience with Vue - in particular, experience with Vue 2 while primarily using Options API.\\n\\nWhat is Composition API?\\n\\nComposition API is a set of APIs that allows us to author Vue components using imported functions instead of declaring options. It is an umbrella term that covers the following APIs:\\n\\nReactivity API, e.g. ref() and reactive(), that allows us to directly create reactive state, computed state, and watchers.\\n\\nLifecycle Hooks, e.g. onMounted() and onUnmounted(), that allow us to programmatically hook into the component lifecycle.\\n\\nDependency Injection, i.e. provide() and inject(), that allow us to leverage Vue's dependency injection system while using Reactivity APIs.\\n\\nComposition API is a built-in feature of Vue 3 and Vue 2.7. For older Vue 2 versions, use the officially maintained @vue/composition-api plugin. In Vue 3, it is also primarily used together with the