Baselight

Sleep & Health Lifestyle Dataset

Dataset linking lifestyle, health, and demographics to sleep patterns

@kaggle.rehan497_sleep_health_and_lifestyle_dataset

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About this Dataset

Sleep & Health Lifestyle Dataset

This Dataset provides individual-level data on sleep patterns, lifestyle habits, and health indicators, offering insights into how demographics, daily routines, and physiological factors influence sleep quality and disorders

  • Contains sleep, health, and lifestyle data.
  • Includes Sleep Duration, Sleep Quality, Stress Level, Physical Activity, BMI, Heart Rate, and Blood Pressure.
  • Tracks Daily Steps and Occupation.
  • Sleep Disorders include: None, Sleep Apnea, Insomnia.
  • Useful for EDA, machine-learning, and correlation studies.
  • Clean, structured, and beginner-friendly.

⚡ Quick Insights

  • Includes sleep, lifestyle, demographic, and physiological features.
  • Designed for classification, regression, and correlation analysis.
  • Suitable for EDA, feature engineering, and building predictive ML models.
  • Clean and well-structured; perfect for students, researchers, and ML beginners.
  • Balanced mix of categorical and numerical variables.

🎯 Possible Use Cases

  • Predicting sleep disorders using machine-learning models
  • Analyzing relationships between lifestyle habits and sleep quality
  • Studying the effect of stress, activity, and occupation on sleep
  • Health risk assessment based on physiological patterns
  • Building end-to-end data science projects (EDA → ML → Visualization)

📊 Ideal For

  • Health informatics research
  • Behavioral science studies
  • Kaggle ML competitions & practice
  • Academic projects and case studies
  • Data visualization and storytelling

📁 File Included

  • Sleep_health_and_lifestyle_dataset.csv
    A single, cleaned CSV file containing all records and features.

✔️ Summary

This dataset is a versatile and high-quality resource for anyone looking to explore the connections between sleep, health, and lifestyle through data. It provides the right balance of features to build meaningful insights, visualizations, and predictive models.

Tables

Sleep Health And Lifestyle Dataset

@kaggle.rehan497_sleep_health_and_lifestyle_dataset.sleep_health_and_lifestyle_dataset
  • 14.12 kB
  • 374 rows
  • 13 columns
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CREATE TABLE sleep_health_and_lifestyle_dataset (
  "person_id" BIGINT,
  "gender" VARCHAR,
  "age" BIGINT,
  "occupation" VARCHAR,
  "sleep_duration" DOUBLE,
  "quality_of_sleep" BIGINT,
  "physical_activity_level" BIGINT,
  "stress_level" BIGINT,
  "bmi_category" VARCHAR,
  "blood_pressure" VARCHAR,
  "heart_rate" BIGINT,
  "daily_steps" BIGINT,
  "sleep_disorder" VARCHAR
);

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