date stringdate 2026-07-01 00:00:00 2026-07-31 00:00:00 | symptom_score int64 1 5 | medication_adherence stringclasses 2
values | sleep_hours float64 4.5 9.5 | exercise_minutes int64 0 116 | notes stringlengths 21 41 ⌀ |
|---|---|---|---|---|---|
2026-07-01 | 2 | No | 9 | 80 | Relaxed weekend, low symptoms |
2026-07-01 | 3 | No | 9.5 | 38 | Productive day, felt focused |
2026-07-01 | 4 | Yes | 9 | 27 | Went for a long walk in the park |
2026-07-02 | 4 | Yes | 4.5 | 69 | Woke up once during the night |
2026-07-02 | 4 | Yes | 7.5 | 44 | Productive day, felt focused |
2026-07-02 | 1 | Yes | 5 | 47 | Low appetite at lunch |
2026-07-03 | 2 | Yes | 5.5 | 60 | Felt a bit anxious before bed |
2026-07-03 | 4 | Yes | 8.5 | 115 | Light dizziness after waking up |
2026-07-03 | 4 | Yes | 7 | 47 | Light dizziness after waking up |
2026-07-04 | 1 | Yes | 8 | 0 | Good day overall, no complaints |
2026-07-04 | 3 | Yes | 9 | 65 | Good energy throughout the day |
2026-07-04 | 5 | Yes | 5.5 | 30 | Struggled to fall asleep |
2026-07-05 | 3 | Yes | 9 | 21 | Slept deeply, no interruptions |
2026-07-05 | 5 | Yes | 9.5 | 44 | High stress at work, tension in shoulders |
2026-07-05 | 2 | Yes | 5 | 22 | Felt well rested in the morning |
2026-07-06 | 2 | Yes | 4.5 | 16 | Good energy throughout the day |
2026-07-06 | 4 | Yes | 9.5 | 47 | Slight cough, otherwise fine |
2026-07-07 | 4 | Yes | 8 | 72 | null |
2026-07-07 | 4 | Yes | 7.5 | 16 | Slight fatigue after work |
2026-07-08 | 1 | Yes | 7 | 66 | Slept deeply, no interruptions |
2026-07-08 | 4 | Yes | 7.5 | 29 | Good energy throughout the day |
2026-07-08 | 3 | Yes | 8.5 | 0 | Productive day, felt focused |
2026-07-09 | 1 | No | 6 | 30 | Mood improved after evening exercise |
2026-07-09 | 1 | Yes | 4.5 | 76 | High stress at work, tension in shoulders |
2026-07-09 | 3 | Yes | 8.5 | 45 | Good day overall, no complaints |
2026-07-10 | 2 | No | 9 | 31 | Mild headache in the afternoon |
2026-07-10 | 1 | Yes | 8.5 | 93 | Light dizziness after waking up |
2026-07-11 | 2 | Yes | 5 | 51 | Mood improved after evening exercise |
2026-07-11 | 2 | No | 9 | 16 | Woke up once during the night |
2026-07-12 | 4 | Yes | 8.5 | 23 | Low appetite at lunch |
2026-07-12 | 3 | Yes | 5.5 | 39 | Good energy throughout the day |
2026-07-13 | 1 | Yes | 9 | 64 | Light dizziness after waking up |
2026-07-13 | 3 | Yes | 7 | 116 | Good day overall, no complaints |
2026-07-14 | 2 | Yes | 8.5 | 49 | Light dizziness after waking up |
2026-07-14 | 1 | Yes | 8.5 | 18 | Went for a long walk in the park |
2026-07-14 | 3 | Yes | 5 | 34 | Felt rested, ready for training |
2026-07-15 | 2 | Yes | 6 | 57 | Relaxed weekend, low symptoms |
2026-07-15 | 3 | No | 4.5 | 0 | Felt a bit anxious before bed |
2026-07-16 | 1 | Yes | 5.5 | 38 | High stress at work, tension in shoulders |
2026-07-16 | 4 | Yes | 8.5 | 0 | null |
2026-07-17 | 5 | No | 8.5 | 0 | Productive day, felt focused |
2026-07-17 | 2 | Yes | 4.5 | 16 | Slept deeply, no interruptions |
2026-07-17 | 5 | Yes | 5 | 28 | Went for a long walk in the park |
2026-07-18 | 3 | Yes | 5.5 | 61 | Low appetite at lunch |
2026-07-18 | 3 | Yes | 6 | 18 | Mild headache in the afternoon |
2026-07-18 | 4 | Yes | 8 | 22 | Slept deeply, no interruptions |
2026-07-19 | 3 | Yes | 5 | 77 | Light dizziness after waking up |
2026-07-19 | 3 | Yes | 8.5 | 15 | null |
2026-07-19 | 3 | Yes | 6.5 | 0 | Took medication as prescribed |
2026-07-20 | 5 | Yes | 7.5 | 46 | null |
2026-07-20 | 4 | Yes | 4.5 | 30 | Productive day, felt focused |
2026-07-21 | 5 | Yes | 9.5 | 28 | null |
2026-07-21 | 5 | No | 9 | 18 | Good day overall, no complaints |
2026-07-21 | 4 | Yes | 7.5 | 24 | Slept deeply, no interruptions |
2026-07-22 | 3 | Yes | 7.5 | 58 | Slight cough, otherwise fine |
2026-07-22 | 3 | Yes | 4.5 | 21 | Slight cough, otherwise fine |
2026-07-22 | 4 | Yes | 8 | 21 | Struggled to fall asleep |
2026-07-23 | 4 | Yes | 8.5 | 49 | Some joint discomfort in the evening |
2026-07-23 | 5 | Yes | 6 | 16 | Relaxed weekend, low symptoms |
2026-07-23 | 4 | Yes | 5 | 58 | Slept deeply, no interruptions |
2026-07-24 | 5 | Yes | 8 | 19 | Felt well rested in the morning |
2026-07-24 | 5 | Yes | 5 | 37 | Light dizziness after waking up |
2026-07-24 | 3 | Yes | 6 | 67 | High stress at work, tension in shoulders |
2026-07-25 | 5 | Yes | 8.5 | 60 | High stress at work, tension in shoulders |
2026-07-25 | 4 | Yes | 8.5 | 29 | Relaxed weekend, low symptoms |
2026-07-26 | 3 | Yes | 6 | 77 | Light dizziness after waking up |
2026-07-26 | 4 | Yes | 6.5 | 24 | Low appetite at lunch |
2026-07-26 | 3 | No | 5 | 22 | Went for a long walk in the park |
2026-07-27 | 5 | Yes | 7.5 | 29 | Slept deeply, no interruptions |
2026-07-27 | 3 | Yes | 9 | 61 | Slight cough, otherwise fine |
2026-07-28 | 3 | Yes | 7 | 27 | Woke up once during the night |
2026-07-28 | 4 | Yes | 8.5 | 58 | Some joint discomfort in the evening |
2026-07-29 | 3 | Yes | 4.5 | 27 | High stress at work, tension in shoulders |
2026-07-29 | 2 | No | 8.5 | 0 | Slight cough, otherwise fine |
2026-07-29 | 4 | Yes | 9.5 | 29 | Felt a bit anxious before bed |
2026-07-30 | 3 | Yes | 8 | 27 | Woke up once during the night |
2026-07-30 | 3 | Yes | 8 | 0 | Took medication as prescribed |
2026-07-30 | 2 | Yes | 9.5 | 0 | null |
2026-07-31 | 3 | Yes | 4.5 | 37 | Slight fatigue after work |
2026-07-31 | 4 | No | 8 | 54 | Felt rested, ready for training |
EU Health UX – Monthly Health Logs
This repository contains a small-scale, privacy-safe dataset of daily health logs collected for user-experience (UX) optimization of a personal health management application.
Overview
- Records: 80
- Coverage: Most recent month (July 2026)
- Update frequency: Monthly
- Format: CSV (UTF-8) –
health_logs.csv
Data Source
The data was contributed by personal health management pilot users located in Germany and France. It reflects routine self-reported health tracking through the application (symptom logging, medication reminders, sleep and activity tracking).
Purpose
The dataset is used exclusively to optimize the user experience (UX) of the healthcare application – for example, analysing how users complete daily check-ins, how symptom scores relate to self-reported adherence, and how the logging interface can be improved.
Privacy & GDPR
In full compliance with the GDPR, all directly identifying information has been removed before publication:
- No real names
- No addresses
- No NHS numbers or other national health identifiers
- No other personally identifiable information (PII)
The dataset does not contain any information that can be used to identify an individual.
Schema
| Column | Description | Type |
|---|---|---|
date |
Date of the log entry (YYYY-MM-DD) | string |
symptom_score |
Self-reported symptom severity from 1 (minimal) to 5 (severe) | int |
medication_adherence |
Whether medication was taken as prescribed (Yes / No) |
string |
sleep_hours |
Total sleep duration in hours | float |
exercise_minutes |
Duration of physical activity in minutes | int |
notes |
Free-text note left by the user (may be empty) | string |
Usage
from datasets import load_dataset
ds = load_dataset("toolathon123/project_20260813_014202_00b44b72")
print(ds["train"].num_rows) # 80
License
This dataset is licensed under the Creative Commons Attribution-NonCommercial 4.0 International (CC-BY-NC-4.0) license.
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