Type 2 Diabetes Dataset

Citation Author(s):
Kabrambam
Rupabanta Singh
Submitted by:
Kabrambam Singh
Last updated:
Wed, 01/17/2024 - 00:08
DOI:
10.21227/xm4p-nx87
License:
Creative Commons Attribution
4453 Views
Categories:
Biomedical and Health Sciences
Keywords:
Diabetes dataset
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Abstract 

This diabetes dataset was collected from 2000 people at the Frankfurt Hospital, Germany. There are eight features in the dataset. Among the 2000 samples, 684 people are Diabetes patients and the rest of them are normal. This dataset is available in the Kaggle repository. The eight features are given below.

i. Pregnancies: To express the Number of pregnancies

ii. Glucose: To express the Glucose level in blood

iii. BloodPressure: To express the Blood pressure measurement

iv. SkinThickness: To express the thickness of the skin

v. Insulin: To express the Insulin level in blood

vi. BMI: To express the Body mass index

vii. DiabetesPedigreeFunction: To express the Diabetes percentage

viii. Age: To express the age

 

Instructions: 

The dataset includes one field named Outcome and it defines the sample as Diabetes or Normal. To express the final result 1 is Diabetes and 0 is Normal.

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