Baselight

Diabetes, Hypertension And Stroke Prediction

70,692 survey responses from cleaned BRFSS 2015

@kaggle.prosperchuks_health_dataset

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About this Dataset

Diabetes, Hypertension And Stroke Prediction

All datasets are cleaned, augmented, and have balanced classes.

Data Sources:
diabetes_data

hypertension_data

stroke_data

Tables

Diabetes Data

@kaggle.prosperchuks_health_dataset.diabetes_data
  • 310.05 KB
  • 70692 rows
  • 18 columns
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CREATE TABLE diabetes_data (
  "age" DOUBLE,
  "sex" DOUBLE,
  "highchol" DOUBLE,
  "cholcheck" DOUBLE,
  "bmi" DOUBLE,
  "smoker" DOUBLE,
  "heartdiseaseorattack" DOUBLE,
  "physactivity" DOUBLE,
  "fruits" DOUBLE,
  "veggies" DOUBLE,
  "hvyalcoholconsump" DOUBLE,
  "genhlth" DOUBLE,
  "menthlth" DOUBLE,
  "physhlth" DOUBLE,
  "diffwalk" DOUBLE,
  "stroke" DOUBLE,
  "highbp" DOUBLE,
  "diabetes" DOUBLE
);

Hypertension Data

@kaggle.prosperchuks_health_dataset.hypertension_data
  • 150.71 KB
  • 26083 rows
  • 14 columns
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CREATE TABLE hypertension_data (
  "age" DOUBLE,
  "sex" DOUBLE,
  "cp" BIGINT,
  "trestbps" BIGINT,
  "chol" BIGINT,
  "fbs" BIGINT,
  "restecg" BIGINT,
  "thalach" BIGINT,
  "exang" BIGINT,
  "oldpeak" DOUBLE,
  "slope" BIGINT,
  "ca" BIGINT,
  "thal" BIGINT,
  "target" BIGINT
);

Stroke Data

@kaggle.prosperchuks_health_dataset.stroke_data
  • 185.27 KB
  • 40910 rows
  • 11 columns
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CREATE TABLE stroke_data (
  "sex" DOUBLE,
  "age" DOUBLE,
  "hypertension" BIGINT,
  "heart_disease" BIGINT,
  "ever_married" BIGINT,
  "work_type" BIGINT,
  "residence_type" BIGINT,
  "avg_glucose_level" DOUBLE,
  "bmi" DOUBLE,
  "smoking_status" BIGINT,
  "stroke" BIGINT
);

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