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3 values
Got laid off today. Didn't see it coming. Just... processing 😔
twitter
negative
sadness
medium
My therapist moved practices and I can't afford the new rate. I know I need to find someone new but starting over and explaining everything again feels impossible right now. Has anyone navigated this and come out okay on the other side?
reddit
negative
sadness
medium
Applied to a job I was 60% qualified for on a whim because the mission resonated with me. They called back the next day. Turns out they cared more about the mission alignment than the technical gaps. Interview is Friday. Couldn't believe it.
reddit
positive
surprise
medium
Miss my grandma today. Little things keep reminding me of her 💔 #grief
twitter
negative
sadness
medium
The entitlement of some people in comment sections is genuinely unhinged 😡 #twitter
twitter
negative
anger
medium
The lighting in here was so good I had to 📸 #goldenhour #aesthetic #interiordesign
instagram
neutral
neutral
low
I've reviewed 200+ applications this month. The number of AI-generated cover letters with no personalization is disheartening. Candidates: please show up as humans. #Hiring #CareerAdvice
linkedin
negative
anger
medium
First big surgery scheduled for next week. Terrified but trying to stay grounded 🙏💙 #health #anxiety #healing
instagram
negative
fear
low
The difference between a good product manager and a great one is knowing which meetings to cancel. Time is the most non-renewable resource. #ProductManagement #Productivity
linkedin
neutral
neutral
low
First big surgery scheduled for next week. Terrified but trying to stay grounded 🙏💙 #health #anxiety #healing
instagram
negative
fear
low
Can't sleep again... third night in a row 😞 #insomnia
twitter
negative
sadness
medium
Starting my first leadership role after 7 years as an individual contributor. Imposter syndrome has never hit harder. Any advice from leaders who've been here? #Leadership #FirstTimeManager
linkedin
negative
fear
medium
The algorithm is genuinely getting weirder by the day 🤔 #socialmedia
twitter
neutral
neutral
medium
Farmer's market haul from this morning 🌿🥦 Weekly ritual that just hits different. #farmersmarket #fresh #eatlocal #sunday
instagram
neutral
neutral
medium
My depression has been the worst it's been in years, but I want to mark something: I cooked myself a real meal three days in a row. Doesn't sound like much but for me right now it's everything. Progress isn't linear and I'm choosing to celebrate this.
reddit
positive
joy
high
Delivery app charged me twice and now I'm on hold for 45 minutes. Wonderful. 🙃
twitter
negative
anger
high
Finished my first half marathon!! 🏃‍♀️🏅 Proof that you can do hard things. #running #halfmarathon #fitness #girlboss
instagram
positive
joy
high
I posted a thread about our product failure 6 months ago expecting crickets. It became our most shared content ever. Vulnerability in business creates more connection than polished wins. #Authenticity #Leadership
linkedin
positive
surprise
high
Team just closed our Series A!! Let's GO 🚀💰 Hard work pays off #startup #funding
twitter
positive
joy
high
My side project just went viral overnight and I have no idea why 😅🚀 #buildinpublic
twitter
positive
surprise
high
New job offer in hand! Dream company, dream role. Sometimes life just works out 🌟 #newbeginnings
twitter
positive
joy
high
The entitlement of some people in comment sections is genuinely unhinged 😡 #twitter
twitter
negative
anger
medium
My landlord is now charging a 'convenience fee' for paying rent online. The alternative is dropping a check at their office. We're all being nickel-and-dimed into exhaustion. Had to vent.
reddit
negative
anger
medium
Date night was perfect tonight 🥂❤️ Sometimes the simple things hit different #romance
twitter
positive
joy
medium
Just wrapped our company all-hands and I'm genuinely inspired by the people I get to work alongside. Culture matters more than comp. We're building something special. #Leadership #CompanyCulture
linkedin
positive
joy
high
Hiking to the summit was worth every single step 🏔️🌿 The view up here is everything. #hiking #adventure #nature #mountains
instagram
positive
joy
high
I work in software and the amount of 'urgent' work that turns out not to be urgent after I drop everything for it is genuinely affecting my mental health. No means no until it suddenly means 'NOW' and I'm supposed to just adapt. I'm burned out.
reddit
negative
anger
medium
Plot twist: the "ugly" thrift find I restored is now the centerpiece of my living room 😲🛋️ #thrift #DIY #homedecor #upcycling
instagram
positive
surprise
high
Six months ago I posted here about losing my job and not knowing how to pay rent. Today I want to update you: I found a better job, negotiated a 30% salary increase, and just finished paying off my credit card debt. Things can genuinely turn around.
reddit
positive
joy
medium
My dog just figured out how to open doors and honestly? King behavior 🐕👑 #dogsoftwitter
twitter
positive
joy
medium
Surprise birthday party from my team!! I'm literally crying happy tears 😭❤️ #bestteamever
twitter
positive
joy
high
Brands reaching out for 'exposure' in 2024 is still apparently a thing 🙄 Value creators' work. #contentcreator #fairpay
instagram
negative
anger
high
I cannot BELIEVE my landlord is raising rent 40% with 2 weeks notice. This is illegal right?? 😤
twitter
negative
anger
medium
I've been using the same coffee mug every morning for 10 years. Broke it last week and was devastated. Posted about it here and three strangers DMed me to say they found the exact same mug still being sold. Community is wild.
reddit
positive
surprise
high
I work in software and the amount of 'urgent' work that turns out not to be urgent after I drop everything for it is genuinely affecting my mental health. No means no until it suddenly means 'NOW' and I'm supposed to just adapt. I'm burned out.
reddit
negative
anger
medium
Customer service told me to 'just reset my password' for the 8th time. I AM SO DONE 😡
twitter
negative
anger
high
Three tabs open, six thoughts running, zero things finished. Classic 💻
twitter
neutral
neutral
medium
Can't sleep again... third night in a row 😞 #insomnia
twitter
negative
sadness
medium
Team just closed our Series A!! Let's GO 🚀💰 Hard work pays off #startup #funding
twitter
positive
joy
high
We had to make the hardest decision of our company's history this week — letting go of 15% of our team. These were talented, dedicated people. Today I'm sitting with the weight of that. #Leadership #Layoffs #Accountability
linkedin
negative
sadness
low
Climate reports are terrifying. Like genuinely scared for what's coming 🌍😟
twitter
negative
fear
low
I posted a thread about our product failure 6 months ago expecting crickets. It became our most shared content ever. Vulnerability in business creates more connection than polished wins. #Authenticity #Leadership
linkedin
positive
surprise
high
Reminder that you don't have to have a hot take on everything. Rest is valid 🙏
twitter
neutral
neutral
low
Just hit 10k followers!! Thank you all so much 🙏✨ this community is everything #grateful
twitter
positive
joy
high
Doing a social media detox this weekend. Back Monday probably. Maybe. 🫡
twitter
neutral
neutral
low
My ex posted our vacation photos as if they were solo pics. The audacity 😤😡
twitter
negative
anger
high
A mentor and industry pioneer passed away this week. Her fingerprints are on so many careers including mine. Thinking about legacy and impact today. #Mentorship #Gratitude
linkedin
negative
sadness
low
My landlord is now charging a 'convenience fee' for paying rent online. The alternative is dropping a check at their office. We're all being nickel-and-dimed into exhaustion. Had to vent.
reddit
negative
anger
medium
My tiny apartment plant has been "dying" for 6 months and just sprouted NEW GROWTH 😱🌱 She's a fighter! #plantmom #surprised #plants
instagram
positive
surprise
high
My code actually worked first try today. Screenshot for proof. This never happens. 😂🎉 #developer
twitter
positive
joy
medium
The pace of AI adoption in our industry is moving faster than our ethical frameworks can keep up with. This should concern every leader in tech. #AI #Ethics #Leadership
linkedin
negative
fear
low
Rant: I'm so tired of companies that pride themselves on 'flat hierarchy' using it as an excuse to underpay people and avoid accountability. You can have a collaborative culture AND have managers who are responsible for decisions. These aren't mutually exclusive.
reddit
negative
anger
medium
The AI tools at my company are getting genuinely good at parts of my job that I thought were uniquely human. I'm not asking to debate whether AI is good or bad. I'm just telling you that for the first time in my career I'm scared about my future.
reddit
negative
fear
medium
Just shipped a new feature! 🚀 Couldn't have done it without my amazing team #buildinpublic #startup
twitter
positive
joy
medium
Not every day is aesthetic ✨ and that's okay. Today was hard but I'm still here. #mentalhealth #reallife #authentic #healing
instagram
negative
sadness
low
Brands reaching out for 'exposure' in 2024 is still apparently a thing 🙄 Value creators' work. #contentcreator #fairpay
instagram
negative
anger
high
Had a full panic attack in a grocery store today for no apparent reason. This hasn't happened to me since college. I'm okay now but shaken. What do people do to manage unexpected anxiety episodes when you can't just leave wherever you are?
reddit
negative
fear
medium
Plot twist: the "ugly" thrift find I restored is now the centerpiece of my living room 😲🛋️ #thrift #DIY #homedecor #upcycling
instagram
positive
surprise
high
Two years WFH, first week back in office. The commute is what I forgot about. Everything else is actually kind of nice but those two hours a day gone feels significant when you add it up over a year.
reddit
neutral
neutral
low
To whoever took my parking spot with the 'just a minute' logic for 40 minutes — you know who you are 😒 #petpeeves
instagram
negative
anger
high
We closed our Series B today. 18 months of relentless work by a team that refused to quit. This is just the beginning. #Startup #Funding #SeriesB
linkedin
positive
joy
medium
2025 prediction: companies that invested in manager training during the downturn will outperform those that cut L&D. Development is not optional. #Leadership #LearningAndDevelopment
linkedin
neutral
neutral
low
Best day ever!! Got promoted today!! 🎉🎊 #blessed #grateful
twitter
positive
joy
high
Plot twist: the thing I was dreading ended up being the best part of my week 😂✨
twitter
positive
surprise
high
Just wrapped our company all-hands and I'm genuinely inspired by the people I get to work alongside. Culture matters more than comp. We're building something special. #Leadership #CompanyCulture
linkedin
positive
joy
high
If you unfollow me because I post too much, no hard feelings honestly 😌
twitter
neutral
neutral
medium
My dog just figured out how to open doors and honestly? King behavior 🐕👑 #dogsoftwitter
twitter
positive
joy
medium
Watching the VC market right now makes me genuinely worried for the next generation of founders. Access to capital shouldn't depend on who you know. #Startup #VentureCapital
linkedin
negative
fear
medium
Stumbled upon the most magical hidden café today completely by accident 😮☕ The universe provides. #cafehop #hidden gems #travel
instagram
positive
surprise
medium
Just wrapped our company all-hands and I'm genuinely inspired by the people I get to work alongside. Culture matters more than comp. We're building something special. #Leadership #CompanyCulture
linkedin
positive
joy
high
Six months ago I posted here about losing my job and not knowing how to pay rent. Today I want to update you: I found a better job, negotiated a 30% salary increase, and just finished paying off my credit card debt. Things can genuinely turn around.
reddit
positive
joy
medium
Morning yoga on the balcony with mountain views 🧘‍♀️🌄 This is my peace. #yoga #morningroutine #mindfulness #wellness
instagram
positive
joy
high
Thrilled to announce I've joined Acme Corp as Head of Product! After 8 years in the industry, this feels like the right next step. Grateful for every mentor who helped me get here. #NewRole #ProductManagement #Grateful
linkedin
positive
joy
high
Street photography walk this weekend and I remembered why I love this city 📷🏙️ #photography #streetphotography #urban
instagram
neutral
neutral
medium
Delivery app charged me twice and now I'm on hold for 45 minutes. Wonderful. 🙃
twitter
negative
anger
high
My landlord is now charging a 'convenience fee' for paying rent online. The alternative is dropping a check at their office. We're all being nickel-and-dimed into exhaustion. Had to vent.
reddit
negative
anger
medium
The difference between a good product manager and a great one is knowing which meetings to cancel. Time is the most non-renewable resource. #ProductManagement #Productivity
linkedin
neutral
neutral
low
I've been doing the same morning routine for two years now and I'm not sure if it's genuinely helping me or if I've just convinced myself it is because I invested so much time building it. Anyone else question their habits this way?
reddit
neutral
neutral
medium
We A/B tested a counterintuitive pricing change purely out of curiosity. Conversion went up 34%. Question your assumptions constantly. #ProductManagement #DataDriven #Growth
linkedin
positive
surprise
medium
To whoever took my parking spot with the 'just a minute' logic for 40 minutes — you know who you are 😒 #petpeeves
instagram
negative
anger
high
Randomly got upgraded to a suite at check-in and I'm not okay 😅✨ Living like a main character today. #hotel #travel #blessed
instagram
positive
surprise
high
I read a lot of productivity content and I've noticed that 95% of it is written by people who work for themselves, have flexible schedules, and no children. Would love to see more from people managing all those variables simultaneously.
reddit
neutral
neutral
low
My garden is finally blooming 🌸🌺 Three months of patience and care all showing up at once. #garden #flowers #spring #nature
instagram
positive
joy
high
Controversial opinion: weekday afternoons are peak productivity hours, not mornings
twitter
neutral
neutral
medium
Watching my parents get older is the hardest thing I've ever done 💙
twitter
negative
sadness
low
HOW is this still a thing in 2024?? Fix your app @netflix!! #disappointed
twitter
negative
anger
medium
A mentor and industry pioneer passed away this week. Her fingerprints are on so many careers including mine. Thinking about legacy and impact today. #Mentorship #Gratitude
linkedin
negative
sadness
low
Just got off the best customer call ever. People like this remind me why I love my job ❤️ #grateful
twitter
positive
joy
medium
Reunion with college friends after 3 years 😭❤️ Nothing has changed and everything has changed #friendship
twitter
positive
joy
high
Got a DM from my favorite author saying they loved my review!! WHAT 😱📚 #reading
twitter
positive
surprise
high
First solo trip abroad and I'm low-key panicking at the airport 😬✈️
twitter
negative
fear
medium
Morning run done ✅ Breakfast made ✅ Living my best life 🌅 #morningroutine #wellness
twitter
positive
joy
medium
Delivery app charged me twice and now I'm on hold for 45 minutes. Wonderful. 🙃
twitter
negative
anger
high
Six months ago I posted here about losing my job and not knowing how to pay rent. Today I want to update you: I found a better job, negotiated a 30% salary increase, and just finished paying off my credit card debt. Things can genuinely turn around.
reddit
positive
joy
medium
I'm 29 and I feel completely behind on every metric society tells me I should have hit by now. No home, no savings, nowhere near the career I imagined. The economic reality doesn't match what I was promised and I'm scared it never will.
reddit
negative
fear
medium
First solo trip abroad and I'm low-key panicking at the airport 😬✈️
twitter
negative
fear
medium
Road trip with zero plans, just good music and better company 🚗🎵 #roadtrip #adventure #freedom #travel
instagram
positive
joy
high
Applied to a job I was 60% qualified for on a whim because the mission resonated with me. They called back the next day. Turns out they cared more about the mission alignment than the technical gaps. Interview is Friday. Couldn't believe it.
reddit
positive
surprise
medium
Watching the VC market right now makes me genuinely worried for the next generation of founders. Access to capital shouldn't depend on who you know. #Startup #VentureCapital
linkedin
negative
fear
medium
Climate reports are terrifying. Like genuinely scared for what's coming 🌍😟
twitter
negative
fear
low
End of preview. Expand in Data Studio

Social Media Posts Dataset

400 labeled social media posts across Twitter, Instagram, LinkedIn, and Reddit for multi-label classification.

Dataset Structure

Fields

  • text: Post content (with platform-appropriate style)
  • platform: twitter / instagram / linkedin / reddit
  • sentiment: positive / negative / neutral
  • emotion: joy / anger / sadness / fear / surprise / neutral
  • engagement_level: low / medium / high

Splits

  • train: 320 examples
  • test: 80 examples
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