id stringlengths 4 4 | category stringclasses 5
values | time stringlengths 12 15 | location stringclasses 9
values | event stringlengths 15 123 | proactive bool 2
classes | reason stringlengths 22 238 |
|---|---|---|---|---|---|---|
E001 | Anomaly Detection | Tuesday 10:15 | bathroom | User slipped and fell, remaining stationary on the floor. | true | Safety hazard: Potential injury detected via pose estimation. |
E002 | Rule Violation | Friday 09:30 | bedroom | User is still sleeping in bed, and the balcony planters have not been watered yet. | true | Task Deadline: Plant watering must be completed before Friday 10:00; the task is still incomplete and the deadline is imminent (Rule R012). |
E003 | Rule Violation | Wednesday 19:00 | kitchen | User left the kitchen while the stove fire is still on. | true | Safety hazard: High risk of fire (Rule R010 violation). |
E004 | Anomaly Detection | Thursday 03:00 | living room | User is performing vigorous exercise and making loud noises. | true | Anomaly: Abnormal behavior for this hour; potential mental health concern or disturbance. |
E005 | Anomaly Detection | Monday 14:00 | entrance | Main door has been left open for more than 10 minutes. | true | Security risk: Unexpected breach of home perimeter. |
E006 | Anomaly Detection | Saturday 11:00 | living room | User is standing on a ladder/chair to reach a high shelf. | true | Safety hazard: Risk of falling from height. |
E007 | Habit Deviation | Tuesday 07:20 | bedroom | User is still lying in bed at Tuesday 07:20. | true | Habit deviation: Weekday wake-up and getting out of bed usually occurs around 07:00-07:15 (H001). |
E008 | Habit Deviation | Wednesday 18:15 | study | User remains at the desk at Wednesday 18:15. | true | Habit deviation: The daily workout/exercise habit usually occurs around 18:00-18:30 (H014). |
E009 | Rule Violation | Friday 11:00 | bedroom | User is packing a bag to go out, while the balcony planters are still dry. | true | Task Deadline: Plant watering remains incomplete after the Friday 10:00 cutoff (Rule R012). |
E010 | Habit Deviation | Friday 08:50 | kitchen | The kitchen shows no breakfast activity by Friday 08:50. | true | Habit deviation: Breakfast is normally completed in the 08:25-08:50 window (H005). |
E011 | Habit Deviation | Thursday 22:50 | bedroom | User walks from the study directly into the bedroom at Thursday 22:50. | true | Habit deviation: Nightly skincare/flossing and brushing teeth usually occur before bed around 22:30-22:50 (H021-H022). |
E012 | Habit Deviation | Sunday 09:00 | bedroom | User is reading in the bedroom at Sunday 09:00. | true | Habit deviation: Sunday blood pressure measurement usually occurs around 08:30-08:40 (H042). |
E013 | Habit Deviation | Monday 08:30 | living room | User is sitting in the living room after breakfast at Monday 08:30. | true | Habit-related risk: After breakfast, morning medicine is the next high-support routine around 08:45-09:00; sitting in the living room at 08:30 is an early cue to ensure the medicine routine is not missed (H006). |
E014 | Habit Deviation | Wednesday 16:00 | study | User is still editing notes in the study at Wednesday 16:00. | true | Habit-related risk: The 16:00-16:40 study block is usually reserved for daily summary and task planning; continued note editing at the start of the window may delay or displace that planning routine (H012). |
E015 | Habit Deviation | Thursday 09:45 | study | User is typing at the study desk and yawning at Thursday 09:45. | true | Habit deviation: Morning coffee is a medium-strength habit around 09:00-09:30, and yawning at 09:45 suggests the routine may have been delayed or skipped (H007). |
E016 | Rule Violation | Thursday 16:30 | kitchen | User is operating the coffee machine to brew the 4th cup of the day. | true | Rule violation: Exceeds the daily limit of 3 cups of coffee (Rule R002). |
E017 | Habit Deviation | Tuesday 13:05 | study | User is still using the computer in the study at Tuesday 13:05. | true | Habit deviation: Midday news/rest transition usually starts after lunch, with news around 12:45-13:00 and nap/rest around 13:00-13:40 (H009-H010). |
E018 | World Knowledge | Tuesday 11:50 | living room | User left a fruit knife on the living room floor after opening a package. | true | Critical Safety: Imminent risk of injury to children/pets (World Knowledge). |
E019 | Rule Violation | Wednesday 12:15 | living room | User is eating lunch on the sofa. | true | Rule violation: Eating on the sofa is explicitly forbidden (Rule R004). |
E020 | Habit Deviation | Thursday 13:00 | study | User is still typing on the computer in the study at Thursday 13:00. | true | Habit deviation: Lunch is normally completed in the 12:00-12:45 window (H008). |
E021 | Habit Deviation | Wednesday 13:15 | living room | User is still scrolling through news on the tablet at Wednesday 13:15. | true | Habit deviation: The afternoon nap/rest habit normally begins around 13:00-13:40 after the news window (H010). |
E022 | Rule Violation | Thursday 23:45 | bedroom | User is lying in bed using a smartphone. | true | Rule violation: Active smartphone use in bed at 23:45 exceeds the brief H024 phone-in-bed exception and counts as high-intensity screen use after 23:00 (Rule R006). |
E023 | Rule Violation | Wednesday 12:15 | kitchen | User is eating lunch at the dining table while scrolling through videos on a smartphone. | true | Rule violation: Electronic devices are forbidden at the dining table while eating (Rule R008). |
E024 | Habit Deviation | Thursday 08:05 | bedroom | User remains in the bedroom browsing the iPad at Thursday 08:05. | true | Habit deviation: Morning meditation usually starts around 08:00-08:20 in the living room (H004). |
E025 | Habit Deviation | Monday 10:10 | kitchen | User is making coffee in the kitchen at Monday 10:10. | true | Habit deviation: The Monday weekly video conference usually starts around 10:00 in the study (H026). |
E026 | Habit Deviation | Friday 16:25 | living room | User is watching TV in the living room at Friday 16:25. | true | Habit deviation: Daily summary and planning normally occurs around 16:00-16:40 on weekdays (H012). |
E027 | Habit Deviation | Saturday 20:30 | living room | User is browsing videos in the living room at Saturday 20:30. | true | Habit deviation: The Saturday family video call is a stable weekly routine around 20:00-21:00 (H039). |
E028 | Habit Deviation | Saturday 02:00 | study | User is still playing games in the study at Saturday 02:00. | true | Habit deviation: Friday late-night gaming is a medium leisure habit, but continued gaming at 02:00 is well beyond the usual late-night exception window ending around 00:00 (H035). |
E029 | Habit Deviation | Tuesday 19:30 | entrance | User returns from the dog walk and a trash bag remains beside the entrance. | true | Habit deviation: Taking out trash usually occurs before or around the dog-walk sequence in the evening (H016-H017). |
E030 | Habit Deviation | Wednesday 22:30 | balcony | Laundry is still sitting wet in the washer at Wednesday 22:30. | true | Habit deviation: Wednesday laundry usually starts around 21:10-21:30, and wet laundry still sitting in the washer at 22:30 suggests the laundry flow has stalled (H030). |
E031 | Habit Deviation | Thursday 18:45 | kitchen | User is still chopping vegetables in the kitchen at Thursday 18:45. | true | Habit-related delay risk: Dinner preparation normally fits before the evening trash and dog-walk sequence; still chopping vegetables at 18:45 suggests the evening routine may be running late (H015-H017). |
E032 | Habit Deviation | Friday 10:00 | balcony | The balcony planters still look dry at Friday 10:00. | true | Habit deviation: Friday plant watering usually occurs around 08:40-09:00 and should be completed before the 10:00 rule deadline (H031/R012). |
E033 | Habit Deviation | Tuesday 13:50 | living room | User is still asleep on the sofa at Tuesday 13:50. | true | Habit deviation: The afternoon nap/rest habit usually ends before the weekday deep-work block begins around 14:00 (H010-H011). |
E034 | Rule Violation | Thursday 12:50 | living room | User is eating potato chips on the sofa while browsing the tablet. | true | Rule violation: Snacking on the sofa is explicitly forbidden (Rule R004). |
E035 | Habit Deviation | Saturday 12:00 | living room | The living room and bathroom still look untidied at Saturday 12:00. | true | Habit deviation: Saturday house cleaning is normally completed in the 10:00-11:30 window (H036). |
E036 | World Knowledge | Wednesday 13:15 | living room | User is sleeping without a blanket while room temperature dropped below 18°C. | true | Environment logic: Sleeping body temperature drops; risk of catching a cold. |
E037 | Habit Deviation | Sunday 21:40 | balcony | The laundry basket is still full on the balcony at Sunday 21:40. | true | Habit deviation: Sunday laundry normally occurs around 21:10-21:30 and should be completed before the R013 deadline (H030/R013). |
E038 | Habit Deviation | Tuesday 19:05 | kitchen | User is still cooking in the kitchen at Tuesday 19:05. | true | Habit deviation: Taking out trash normally occurs around 19:00-19:15 before the dog-walk routine (H016-H017). |
E039 | Habit Deviation | Tuesday 19:55 | entrance | The dog leash is on the floor and the dog's paws are still muddy at the entrance. | true | Habit deviation: The dog's paws are normally cleaned and the leash put away after the evening walk (H047). |
E040 | Rule Violation | Friday 10:15 | living room | User is watching the morning news on TV, but the balcony planters are still dry. | true | Task Deadline: Plant watering remains incomplete after the Friday 10:00 deadline (Rule R012). |
E041 | Rule Violation | Thursday 13:05 | living room | User has fallen asleep on the sofa, but the kitchen stove is still detected as 'ON'. | true | Critical Safety: Fire hazard due to unattended stove (Violates Rule R010). |
E042 | Habit Deviation | Tuesday 07:26 | bedroom | User walks from the bedroom to the bathroom at Tuesday 07:26 without the usual iPad weather or schedule check. | true | Habit deviation: The morning iPad weather/schedule check usually occurs before grooming around 07:15-07:25, but the user moved directly into the grooming flow without it (H002). |
E043 | Habit Deviation | Wednesday 16:45 | study | User remains at the desk at Wednesday 16:45 with no snack or stretch activity observed. | true | Habit deviation: The afternoon fruit snack and light stretch usually occurs around 16:40-17:00 (H013). |
E044 | Habit Deviation | Wednesday 08:10 | bathroom | User is still grooming in the bathroom at Wednesday 08:10. | true | Habit deviation: Grooming usually finishes before the morning meditation window around 08:00-08:20 (H003-H004). |
E045 | Rule Violation | Thursday 14:30 | study | User is eating biscuits at the desk while reading documents. | true | Rule violation: Eating in the study is strictly forbidden (Rule R007). |
E046 | Normal Events | Tuesday 08:00 | living room | User is sitting quietly and meditating. | false | Normal Events: Aligns with daily schedule. |
E047 | Normal Events | Friday 23:00 | study | User is playing PC games. | false | Normal activity: Friday night gaming is a known H035 habit-aware exception when it starts within the 22:30-00:00 window and does not exceed the gaming duration rule. |
E048 | Habit Deviation | Monday 14:20 | living room | User is watching TV on the living-room sofa at Monday 14:20. | true | Habit deviation: Weekday deep work and focused reading normally begins around 14:00 in the study (H011). |
E049 | Normal Events | Monday 20:00 | study | User is working with only the desk lamp on (ceiling light off). | false | Personal preference: Recognized lighting habit for focus. |
E050 | Habit Deviation | Tuesday 16:20 | living room | User is lounging on the sofa scrolling through social media at Tuesday 16:20. | true | Habit deviation: The weekday daily summary/task planning block normally occurs around 16:00-16:40 in the study (H012). |
E051 | Normal Events | Sunday 15:30 | kitchen | User is working on a laptop at the kitchen table while having tea. | false | Normal activity: Flexible workspace usage outside the study. |
E052 | Normal Events | Wednesday 02:00 | kitchen | User enters kitchen to drink water. | false | Biological need: Recognized erratic but normal behavior. |
E053 | Rule Violation | Friday 16:10 | study | User is eating a sandwich while typing the daily summary. | true | Rule violation: Eating in the study is strictly forbidden (Rule R007). |
E054 | Normal Events | Thursday 21:00 | study | User turned off ceiling light and kept desk lamp on. | false | Personal preference: Lighting habit. |
E055 | Normal Events | Friday 03:00 | bathroom | User gets up briefly to use the bathroom. | false | Biological need: Normal physiological event. |
E056 | World Knowledge | Sunday 14:15 | balcony | It started raining outside while clothes are hanging on the rack. | true | Environment logic: Rain will ruin dry clothes. |
E057 | Anomaly Detection | Wednesday 18:25 | living room | User collapsed on the floor after jumping and has remained motionless for 30 seconds. | true | Critical Safety: Potential cardiac event or injury detected via pose estimation. |
E058 | Habit Deviation | Wednesday 16:50 | study | User is still intensely working at the desk at Wednesday 16:50. | true | Habit deviation: The 16:40-17:00 fruit snack/light stretch transition is being skipped (H013). |
E059 | Rule Violation | Friday 16:45 | living room | User is sitting on the sofa eating an apple. | true | Rule violation: Snacking on the sofa is explicitly forbidden (Rule R004). |
E060 | Anomaly Detection | Wednesday 19:20 | entrance | User has left for the dog walk, but the main door smart lock is not engaged. | true | Security risk: Perimeter breach detected during user absence. |
E061 | Rule Violation | Wednesday 18:45 | living room | User is chatting on the phone in the living room while the kitchen stove is active (absent > 30s). | true | Critical Safety: Fire hazard; violates Rule R010 (Human presence required when stove is on). |
E062 | Habit Deviation | Thursday 19:30 | living room | User is still watching TV in the living room at Thursday 19:30. | true | Habit deviation: The evening dog walk usually occurs around 19:15-19:45 (H017). |
E063 | World Knowledge | Monday 16:00 | living room | Room temperature is below 18°C and user is wearing short sleeves. | true | Environment logic: Risk of catching a cold. |
E064 | World Knowledge | Friday 20:15 | balcony | User filled the food bowl and left, but the water bowl is detected as empty/dry. | true | Health logic: Pets require fresh water with meals; incomplete care routine detected. |
E065 | World Knowledge | Thursday 18:45 | kitchen | Smoke density is high while user is cooking. | true | Safety hazard: Need ventilation to prevent alarm/health issues. |
E066 | Habit Deviation | Tuesday 18:15 | study | User is still seated at the study desk at Tuesday 18:15. | true | Habit deviation: The daily workout/exercise habit usually occurs around 18:00-18:30 in the living room (H014). |
E067 | Habit Deviation | Tuesday 20:30 | living room | User is watching TV while the dog food bowl remains empty at Tuesday 20:30. | true | Habit deviation: Dog feeding and water refresh normally occur around 20:00-20:20 (H018). |
E068 | World Knowledge | Tuesday 18:55 | living room | Heavy rain is detected outside just before the scheduled outdoor routine. | true | Environment logic: Suggest taking an umbrella/raincoat or delaying the walk. |
E069 | Habit Deviation | Tuesday 08:40 | study | User starts work in the study at Tuesday 08:40. | true | Habit deviation: Breakfast is normally eaten in the kitchen around 08:25-08:50 before the workday settles in (H005). |
E070 | World Knowledge | Thursday 20:40 | kitchen | User is using a metal fork to try and get toast out of a plugged-in toaster. | true | Critical Safety: High risk of electric shock (World Knowledge). |
E071 | World Knowledge | Saturday 09:30 | bathroom | User is cleaning the bathroom with bleach and has closed the door and window completely. | true | Safety hazard: Toxic fume accumulation (chloroform/chlorine); requires immediate ventilation. |
E072 | Habit Deviation | Saturday 16:35 | living room | User is watching sports on TV at Saturday 16:35. | true | Habit deviation: Saturday piano practice is a stable routine around 16:30-17:30 (H038). |
E073 | Rule Violation | Friday 16:50 | living room | User is eating a bowl of grapes while sitting on the sofa. | true | Rule violation: Fruit snacks are permitted but NOT on the sofa (Rule R004). |
E074 | World Knowledge | Wednesday 10:00 | living room | The AQI (Air Quality Index) outside is over 200, but all windows are wide open. | true | Environment logic: Poor outdoor air quality; suggest closing windows and turning on the purifier. |
E075 | Rule Violation | Tuesday 23:10 | bedroom | User is wearing a VR headset in bed. | true | Rule violation: High-intensity electronic device usage after 23:00 (Rule R006). |
E076 | World Knowledge | Monday 11:30 | kitchen | User is defrosting meat on the counter in direct sunlight for several hours. | true | Health logic: Improper food thawing increases bacterial growth; suggest refrigeration. |
E077 | Rule Violation | Wednesday 20:05 | bedroom | User enters the bedroom carrying a full dog food bowl. | true | Rule violation: Feeding pets in the bedroom is strictly forbidden (Rule R003). |
E078 | Rule Violation | Wednesday 20:35 | kitchen | User is detected brewing coffee. | true | Rule violation: Coffee is strictly forbidden after 20:00 (Rule R001). |
E079 | Rule Violation | Friday 20:45 | living room | User is watching TV, while the kettle in the kitchen has been boiling for >5 minutes (unattended). | true | Critical Safety: Fire/Scald hazard; violates stove attendance rule (Rule R010). |
E080 | World Knowledge | Wednesday 08:10 | entrance | User is putting on shoes and holding keys (preparing to leave). | true | Departure logic: Trigger 'Leaving Home' checklist (water, gas, pet food). |
E081 | World Knowledge | Tuesday 21:45 | study | User is reading a physical book with only the dim hallway light on (desk lamp off). | true | Environment logic: Insufficient lighting during night study causes eye strain; suggest turning on the lamp. |
E082 | Rule Violation | Wednesday 22:00 | study | User is eating a late-night snack (chips) while studying. | true | Rule violation: Eating in the study is strictly forbidden (Rule R007). |
E083 | Rule Violation | Thursday 22:35 | bathroom | User entered the bathroom with a smartphone and is scrolling while flossing. | true | Rule violation: Electronic devices are forbidden in the bathroom (Rule R005). |
E084 | World Knowledge | Tuesday 22:55 | bedroom | User plugged in the phone but placed it under the pillow to charge. | true | Critical Safety: Fire hazard due to battery overheating; suggest placing on nightstand. |
E085 | Rule Violation | Saturday 17:00 | kitchen | User is cooking a snack. | true | Schedule Adherence: User is absent from the living room during mandatory piano time (Rule R014). |
E086 | World Knowledge | Friday 22:42 | bathroom | User is brushing teeth, but the faucet has been running continuously for >60 seconds. | true | Resource logic: Water waste detected; suggest turning off the tap while brushing. |
E087 | Rule Violation | Wednesday 23:05 | bedroom | User has been using the smartphone in bed for a long time after 23:00. | true | Rule violation: Prolonged smartphone use after 23:00 exceeds the brief H024 phone-in-bed exception and counts as high-intensity screen use (Rule R006). |
E088 | Habit Deviation | Monday 22:50 | bedroom | User walks from the study straight into the bedroom at Monday 22:50. | true | Habit deviation: Nightly skincare/flossing and brushing teeth usually occur in the bathroom before bed (H021-H022). |
E089 | World Knowledge | Monday 10:30 | study | Doorbell rings while user is working. | true | Notification: User might miss the visitor due to focus/headphones. |
E090 | Habit Deviation | Thursday 23:45 | living room | User is still active in the living room at Thursday 23:45. | true | Habit deviation: Sleep normally begins around 23:30 after the bedtime routine (H025). |
E091 | World Knowledge | Monday 21:30 | kitchen | User is starting to brew tea. | true | Health logic: Drinking fluids late at night may disrupt sleep. |
E092 | Habit Deviation | Sunday 22:35 | bedroom | User is getting into bed on Sunday night while the phone remains unplugged on the desk. | true | Habit-related reminder: Mobile-device charging is normally set up before bed around 22:50-23:00; getting into bed while the phone remains unplugged is an early omission cue as the charging window approaches (H023). |
E093 | World Knowledge | Tuesday 12:00 | study | Direct sunlight is hitting the screen; user is squinting. | true | Environment logic: Glare affects comfort and vision. |
E094 | Habit Deviation | Monday 10:05 | living room | User is browsing news on the tablet in the living room at Monday 10:05. | true | Habit deviation: The Monday weekly video conference usually starts around 10:00 in the study (H026). |
E095 | World Knowledge | Monday 09:55 | kitchen | User is using a loud blender/grinder just 5 minutes before the video conference starts. | true | Context awareness: High noise levels usually disrupt upcoming professional meetings; suggest pausing. |
E096 | World Knowledge | Monday 18:05 | living room | User is performing the daily workout (jumping jacks) during the scheduled Blood Pressure check window. | true | Medical logic: Blood pressure must be measured at a resting state. Exercise invalidates the reading (Conflict between Daily Workout and Monday Health Check). |
E097 | Habit Deviation | Monday 18:50 | study | User is still working in the study at Monday 18:50. | true | Habit deviation: The Monday blood pressure measurement and health check-in usually occurs around 18:00-19:00 (H027). |
E098 | Habit Deviation | Thursday 17:50 | living room | User is watching TV in the living room at Thursday 17:50. | true | Habit deviation: Organizing physical documents and mail is a medium weekly routine on Monday/Thursday around 17:30-18:00 (H028). |
E099 | Habit Deviation | Thursday 19:45 | study | User is still doing deep work in the study at Thursday 19:45. | true | Habit deviation: Tuesday/Thursday yoga practice usually occurs around 19:30-20:30 (H029). |
E100 | World Knowledge | Sunday 21:10 | balcony | It starts raining heavily as the laundry cycle begins on the balcony. | true | Environment logic: Rain will dampen the area and make hanging clothes difficult/messy; suggest using a dryer mode if available. |
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