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Browse files- README.md +59 -0
- dataset_dict.json +1 -0
- test/cache-c0066712718680d3.arrow +3 -0
- test/data-00000-of-00001.arrow +3 -0
- test/dataset_info.json +44 -0
- test/state.json +13 -0
- train/cache-b33c11e64653e11f.arrow +3 -0
- train/data-00000-of-00001.arrow +3 -0
- train/dataset_info.json +44 -0
- train/state.json +13 -0
- validation/cache-e32bc80cefe16ca1.arrow +3 -0
- validation/data-00000-of-00001.arrow +3 -0
- validation/dataset_info.json +44 -0
- validation/state.json +13 -0
README.md
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---
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language:
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- en
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license: mit
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task_categories:
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- text-classification
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task_ids:
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- regression
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tags:
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- burnout
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- android
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- telemetry
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- stress-detection
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- keyboard-dynamics
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pretty_name: Synthetic Burnout Telemetry
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size_categories:
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- n<1K
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---
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# FRIDAY Synthetic Burnout Telemetry
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Synthetic Android telemetry dataset for training a lightweight burnout / urgency
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regression model (e.g. RoBERTa fine-tune). Each row represents a single
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keyboard + notification event captured on a simulated Android device.
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## Dataset structure
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| Split | Rows |
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|------------|------|
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| train | 500 |
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| validation | 62 |
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| test | 63 |
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## Fields
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| Field | Type | Description |
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|--------------|---------|----------------------------------------------------------|
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| `input_text` | string | Serialised signal string fed directly to the tokeniser |
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| `label` | float32 | Burnout / urgency score in **[0, 1]** |
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| `app` | string | Source application (Slack, Gmail, WhatsApp, Teams, System) |
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| `wpm` | int32 | Typing speed in words per minute |
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| `backspaces` | int32 | Correction / backspace count in the session |
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| `hour` | int32 | Hour-of-day the event was captured (0–23) |
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| `session_min`| int32 | Continuous screen-on duration in minutes |
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| `notif_count`| int32 | Pending notifications at event time |
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| `text` | string | Raw message or notification body |
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## Citation
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```bibtex
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@misc{friday_burnout_2024,
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title = {FRIDAY Synthetic Burnout Telemetry},
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author = {Your Name},
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year = {2024},
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note = {Synthetic dataset for mobile stress detection research}
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}
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```
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dataset_dict.json
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{"splits": ["train", "validation", "test"]}
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test/cache-c0066712718680d3.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:313371950b1c4f1b1ffce3dce756451952838cae371a63fbbc60453da658f9fc
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size 42360
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test/data-00000-of-00001.arrow
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version https://git-lfs.github.com/spec/v1
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size 13568
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test/dataset_info.json
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{
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"citation": "",
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"description": "",
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"features": {
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"input_text": {
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"dtype": "string",
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"_type": "Value"
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"label": {
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"dtype": "float32",
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"_type": "Value"
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"app": {
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"dtype": "string",
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"_type": "Value"
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},
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"wpm": {
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"dtype": "int32",
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"_type": "Value"
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"dtype": "int32",
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"notif_count": {
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"dtype": "int32",
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"dtype": "string",
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"homepage": "",
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"license": ""
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}
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test/state.json
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train/cache-b33c11e64653e11f.arrow
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version https://git-lfs.github.com/spec/v1
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size 329040
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train/data-00000-of-00001.arrow
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version https://git-lfs.github.com/spec/v1
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train/dataset_info.json
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train/state.json
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validation/cache-e32bc80cefe16ca1.arrow
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validation/data-00000-of-00001.arrow
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validation/dataset_info.json
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validation/state.json
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