# Pima Indians Diabetes Dataset

#### Description

The dataset is originally from the National Institute of Diabetes and Digestive and Kidney Diseases. The dataset used to predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the dataset.

![](https://1181649628-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-M5Vxy9PzQFOZjhyK8YP%2F-MEXhP-_QL4GqNUVHV2U%2F-MEXuOkDQCEhQi0jNDsX%2Fimage.png?alt=media\&token=5b2d0843-8346-442e-821c-052aba5d8bce)

**Data Set Characteristics:** Classification **-** Bivariate&#x20;

**Number of Instances:** _768_

**Features**

* Pregnancies
* Glucose&#x20;
* Blood Pressure&#x20;
* Skin Thickness&#x20;
* Insulin&#x20;
* BMI
* DiabetesPedigreeFunction&#x20;
* Age
* Outcome

![](https://1181649628-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-M5Vxy9PzQFOZjhyK8YP%2F-MEXhP-_QL4GqNUVHV2U%2F-MEXucJvNaeNfsbqAwfR%2Fimage.png?alt=media\&token=040976c9-8926-4909-967c-99cbb6073f21)

### Acknowledgments

National Institute of Diabetes and Digestive and Kidney Diseases; Includes cost data (donated by Peter Turney)

The dataset is available [here](https://www.kaggle.com/uciml/pima-indians-diabetes-database).
