This data contains information from female patients who were at least 21 years old and of Pima Indian heritage.
Source: Kaggle - Pima Indians Diabetes
9 columns
1 binary tаrgеt variable: Outcome
8 independent medical features that аrе either integers or float (and interval or ratio levels)
- Pregnancies: Count
- Glucose: The blood plasma glucose concentration after a 2 hour oral glucose tolerance test.
- BloodPressure: Diastolic blood pressure (mm/HG).
- SkinThickness: Skinfold thickness of the triceps (mm).
- Insulin: 2 hour serum insulin (mu U/ml)
- BMI: Body mass index (kg/m squared).
- DiabetesPedigreeFunction: A function that determines the risk of type 2 diabetes based on family history, the larger the function, the higher the risk of type 2 diabetes.
- Age: Age.
- Outcome: whether the person is diagnosed with type 2 diabetes (1 = yes, 0 = no).