From the uDemy course on LLM engineering.
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2525 lines
56 KiB
2525 lines
56 KiB
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{ |
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{ |
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{ |
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} |
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], |
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"reason": "Person left home in the morning but did not return, missing all subsequent daily activities including medications and meals." |
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}, |
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{ |
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{ |
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{ |
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{ |
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{ |
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{ |
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}, |
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{ |
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{ |
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{ |
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} |
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}, |
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{ |
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{ |
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{ |
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{ |
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} |
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], |
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"reason": "No fridge activity detected throughout the entire day despite multiple kitchen visits, suggesting potential eating issues or forgetfulness." |
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}, |
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{ |
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{ |
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{ |
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{ |
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{ |
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{ |
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} |
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], |
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"result": "anomalous", |
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"reason": "Person remains in bedroom all day after breakfast, missing meals, medications, and normal daily activities. This could indicate illness or other health issues." |
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}, |
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{ |
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"input": [ |
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}, |
|
{ |
|
"timestamp": 1738519380, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738520400, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738522800, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738522860, |
|
"room": "livingroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738526400, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738530000, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738530060, |
|
"room": "pillbox", |
|
"nodeId": 1, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738530600, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738540800, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738540860, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738542000, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738543200, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738543260, |
|
"room": "livingroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738546800, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738550400, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738550460, |
|
"room": "pillbox", |
|
"nodeId": 1, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738551000, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
} |
|
], |
|
"result": "normal", |
|
"reason": "All activities follow the expected daily routine with normal timing and sequence." |
|
}, |
|
{ |
|
"input": [ |
|
{ |
|
"timestamp": 1738584000, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738584300, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738584600, |
|
"room": "bathroom", |
|
"nodeId": 3, |
|
"humidity": 6500 |
|
}, |
|
{ |
|
"timestamp": 1738584900, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738585200, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738585260, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
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}, |
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{ |
|
"timestamp": 1738585800, |
|
"room": "kitchen", |
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"nodeId": 2, |
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"onOff": false |
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}, |
|
{ |
|
"timestamp": 1738586100, |
|
"room": "livingroom", |
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"nodeId": 2, |
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"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738586400, |
|
"room": "livingroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738587600, |
|
"room": "livingroom", |
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"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738588800, |
|
"room": "hall", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738589400, |
|
"room": "porch", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738589460, |
|
"room": "hall", |
|
"nodeId": 1, |
|
"occupancy": 0 |
|
}, |
|
{ |
|
"timestamp": 1738605600, |
|
"room": "porch", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738605660, |
|
"room": "hall", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738605720, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738605780, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738606800, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738609200, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738609260, |
|
"room": "livingroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738612800, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738616400, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738617000, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738627200, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738627260, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738628400, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738629600, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738629660, |
|
"room": "livingroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738633200, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738636800, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738637400, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
} |
|
], |
|
"result": "anomalous", |
|
"reason": "All three daily medications were missed (morning, afternoon, and evening), while other activities remained normal. This suggests a serious deviation in medication adherence." |
|
}, |
|
{ |
|
"input": [ |
|
{ |
|
"timestamp": 1738670400, |
|
"room": "pillbox", |
|
"nodeId": 1, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738670460, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738670700, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
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{ |
|
"timestamp": 1738671000, |
|
"room": "bathroom", |
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"nodeId": 3, |
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"humidity": 6500 |
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}, |
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{ |
|
"timestamp": 1738671300, |
|
"room": "bathroom", |
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"onOff": false |
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}, |
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{ |
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"timestamp": 1738671600, |
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"onOff": true |
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}, |
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{ |
|
"timestamp": 1738671660, |
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"event": "fridge_opened" |
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}, |
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{ |
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"timestamp": 1738672200, |
|
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"nodeId": 2, |
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"onOff": false |
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}, |
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{ |
|
"timestamp": 1738672500, |
|
"room": "livingroom", |
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"onOff": true |
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}, |
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{ |
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"timestamp": 1738672800, |
|
"room": "livingroom", |
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"nodeId": 1, |
|
"occupancy": 0 |
|
}, |
|
{ |
|
"timestamp": 1738672860, |
|
"room": "kitchen", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738672920, |
|
"room": "hall", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738672980, |
|
"room": "bathroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738673040, |
|
"room": "bedroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738673100, |
|
"room": "livingroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738673160, |
|
"room": "kitchen", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738673220, |
|
"room": "hall", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738673280, |
|
"room": "bathroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738673340, |
|
"room": "bedroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738673400, |
|
"room": "livingroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738673460, |
|
"room": "kitchen", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738673520, |
|
"room": "hall", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738673580, |
|
"room": "bathroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738673640, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738673700, |
|
"room": "bedroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738674000, |
|
"room": "bedroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738677600, |
|
"room": "bedroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738681200, |
|
"room": "bedroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738684800, |
|
"room": "bedroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738688400, |
|
"room": "bedroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
} |
|
], |
|
"result": "anomalous", |
|
"reason": "Unusual rapid transitions between rooms followed by extended bedroom stay suggests potential confusion or disorientation. Missing subsequent daily activities and medications adds to the concern." |
|
}, |
|
{ |
|
"input": [ |
|
{ |
|
"timestamp": 1738756800, |
|
"room": "pillbox", |
|
"nodeId": 1, |
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"onOff": true |
|
}, |
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{ |
|
"timestamp": 1738756860, |
|
"room": "bedroom", |
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"onOff": true |
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}, |
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{ |
|
"timestamp": 1738757100, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738757400, |
|
"room": "bathroom", |
|
"nodeId": 3, |
|
"humidity": 6500 |
|
}, |
|
{ |
|
"timestamp": 1738757700, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738758000, |
|
"room": "kitchen", |
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"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738758060, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738758600, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738758900, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738759200, |
|
"room": "livingroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738760400, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738761600, |
|
"room": "hall", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738762200, |
|
"room": "porch", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738762260, |
|
"room": "hall", |
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"nodeId": 1, |
|
"occupancy": 0 |
|
}, |
|
{ |
|
"timestamp": 1738778400, |
|
"room": "porch", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738778460, |
|
"room": "hall", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738778520, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738778580, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738779600, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738782000, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738782060, |
|
"room": "livingroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738785600, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738789200, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738789260, |
|
"room": "pillbox", |
|
"nodeId": 1, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738789800, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738800000, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738800060, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738801200, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738802400, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738802460, |
|
"room": "livingroom", |
|
"nodeId": 1, |
|
"occupancy": 1 |
|
}, |
|
{ |
|
"timestamp": 1738806000, |
|
"room": "livingroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738809600, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738809660, |
|
"room": "pillbox", |
|
"nodeId": 1, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738810200, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
} |
|
], |
|
"result": "normal", |
|
"reason": "All activities follow the expected daily routine with normal timing and sequence." |
|
}, |
|
{ |
|
"input": [ |
|
{ |
|
"timestamp": 1738843200, |
|
"room": "pillbox", |
|
"nodeId": 1, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738843260, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738843500, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738843800, |
|
"room": "bathroom", |
|
"nodeId": 3, |
|
"humidity": 6500 |
|
}, |
|
{ |
|
"timestamp": 1738844100, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738844400, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738844460, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738844520, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738844580, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738844640, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738844700, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738844760, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738844820, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738844880, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738844940, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738845000, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738845060, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738866400, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738866460, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738866520, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738866580, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738866640, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738866700, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738875600, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738875660, |
|
"room": "pillbox", |
|
"nodeId": 1, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738876200, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738888400, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738888460, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738888520, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738888580, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738888640, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738888700, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
} |
|
], |
|
"result": "anomalous", |
|
"reason": "Unusually frequent kitchen visits and fridge openings throughout the day suggest potential memory issues or compulsive behavior. While other activities remain normal, the repeated kitchen pattern is concerning." |
|
}, |
|
{ |
|
"input": [ |
|
{ |
|
"timestamp": 1738929600, |
|
"room": "pillbox", |
|
"nodeId": 1, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738929660, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738929900, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738930200, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738930260, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738930320, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738930380, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738930440, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738930500, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738930560, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738944000, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738944060, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738944120, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738944180, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738952400, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738952460, |
|
"room": "kitchen", |
|
"event": "fridge_opened" |
|
}, |
|
{ |
|
"timestamp": 1738953000, |
|
"room": "kitchen", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738957600, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738957660, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738957720, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738957780, |
|
"room": "bathroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
}, |
|
{ |
|
"timestamp": 1738962000, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738962060, |
|
"room": "pillbox", |
|
"nodeId": 1, |
|
"onOff": true |
|
}, |
|
{ |
|
"timestamp": 1738962600, |
|
"room": "bedroom", |
|
"nodeId": 2, |
|
"onOff": false |
|
} |
|
], |
|
"result": "anomalous", |
|
"reason": "Unusually frequent bathroom visits throughout the day, with multiple entries and exits in short succession. While other activities remain normal, this pattern suggests potential health issues requiring attention." |
|
} |
|
] |