German_Credit

Data Source

This is the exploratory data analysis of the German Credit Database.

This dataset is a subset of the full dataset by Prof. Hofmann. Original dataset: UCI

Data Description

In this dataset, each entry represents a person who takes a credit by a bank. There are 1000 such entries and 9 features.

Project Goal

To do Exploratory Data Analysis of this dataset and find interesting insights.

Code click here

Conclusion

• As credit amount went up duration for the credit also went up

• People didn’t prefer to take big credits for large amount of time

• We can see that highly skilled workers took greater credit amount than others even though they applied for less no. of applications

• The biggest applications for credit were for car. People with free housing where applying to get cars.

No. of applications by people with free housing according to purpose of application:

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Photo by Josh Appel on Unsplash