Baselight

Predict Diabetes

Analysis Diabetes Database

@kaggle.whenamancodes_predict_diabities

About this Dataset

Predict Diabetes

This dataset is originally from the National Institute of Diabetes and Digestive and Kidney
Diseases. The objective of the dataset is to diagnostically predict whether a patient has diabetes,
based on certain diagnostic measurements included in the dataset. Several constraints were placed
on the selection of these instances from a larger database. In particular, all patients here are females
at least 21 years old of Pima Indian heritage.2
From the data set in the (.csv) File We can find several variables, some of them are independent
(several medical predictor variables) and only one target dependent variable (Outcome).

Data Dictionary

Columns Description
Pregnancies To express the Number of pregnancies
Glucose To express the Glucose level in blood
BloodPressure To express the Blood pressure measurement
SkinThickness To express the thickness of the skin
Insulin To express the Insulin level in blood
BMI To express the Body mass index
DiabetesPedigreeFunction To express the Diabetes percentage
Age To express the age
Outcome To express the final result 1 is Yes and 0 is No

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