✅ This dataset is famous Pima Indians Diabetes Dataset from the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK).
It was originally collected to predict whether a patient has diabetes based on diagnostic measurements.
- Population: Female patients of Pima Indian heritage (at least 21 years old).
- Goal: Predict the onset of diabetes.
Explanation of Columns:
| Column | Meaning |
|---|---|
| Age | Age in years |
| Pregnancies | Number of times pregnant |
| Glucose | Plasma glucose concentration (2 hours in an oral glucose tolerance test) |
| BloodPressure | Diastolic blood pressure (mm Hg) |
| SkinThickness | Triceps skinfold thickness (mm) |
| Insulin | 2-Hour serum insulin (mu U/ml) |
| BMI | Body mass index (weight in kg/(height in m)^2) |
| DiabetesPedigreeFunction | A score representing genetic risk based on family history |
Dataset Link : https://www.kaggle.com/datasets/uciml/pima-indians-diabetes-database