Journal of Student Development Information System (JoSDIS)
Vol 2, No 2: JoSDIS | Juli 2022

Penggunaan Bahasa Pemrograman Python Untuk Menganalisis Faktor Risiko Penyakit Diabetes Pada Masyarakat Keturunan Pima Indian

Gandha, Steve Aditya (Unknown)
Nurhan, Yonathan Immanuel (Unknown)
William, Jeffrey (Unknown)



Article Info

Publish Date
30 Jul 2022

Abstract

Diabetes is a disease that has existed for a long time. Until now, the prevalence of this disease is still quite high. Diabetes can occur in people of all ages, both children and adults. There are several factors that can increase the risk of diabetes either from genetic factors, diet, or age. In this study the authors will analyze these factors to see which factors have a strong correlation with diabetes. The analysis will be carried out using the Python programming language with the EDA (exploratory data analysis) method where the data will go through several stages starting from data collection, cleaning, to analysis. Analysis will be assisted by several libraries such as pandas, seaborn, & matplotlib. Data will be presented in tabular form and also in diagram form. In this study the author will also discuss the results of the python code. From this study it was found that things such as body weight, number of pregnancies, and the amount of glucose have a fairly high correlation with the risk of diabetes. Factors that are not natural factors can be prevented/maintained by doing a number of things such as exercising, maintaining food, etc.

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Journal Info

Abbrev

JoSDIS

Publisher

Subject

Computer Science & IT

Description

Journal of Student Development Information System (JoSDIS) merupakan jurnal ilmiah dalam bidang Sistem Informasi. Sistem informasi didefinisikan sebagai suatu sistem yang mengintegrasikan teknologi informasi. Journal of Student Development Information System (JoSDIS) diterbitkan oleh Program Studi ...