Loan Data Analysis

Patrick Rotzetter
05.02.2022

Objective

Objective of the Loan Data Analysis Shiny application is to explore the distribution of some variables of the loan data set provided on Kaggle for Q1 2017 from the Lending Club.

The data can be found under https://data.world/lpetrocelli/lendingclub-loan-data-2017-q-1

Loading and Visualizing the Data

Fhe csv file is separated by comma and values are between quotes, on top we need to clean some non standard characters, this is a bit more complicated than usual.

After cleaning the data, we can check the ratio between bad loans and good loans.

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Data Exploration

The application lets you browse through various distribution of the data variables, for example loan amount.

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