/Exploratory-Data-Analysis-with-R-Prosper

In this exploratory analysis we will explore a dataset from the company Prosper, who is part of the peer-to-peer lending industry.

Primary LanguageHTMLMIT LicenseMIT

Exploratory-Data-Analysis-with-R-Prosper

Project Overview

In this exploratory analysis we will explore a dataset from the company Prosper, who is part of the peer-to-peer lending industry. In this analysis we want to answer the following questions:

Univariate analysis

  • What are the characteristics of the loan (loan amount, term, etc.)?
  • Who uses Prosper?

Multivariate Analysis

  • How does Prosper assess risk?
  • Does Prosper assess risk correctly?

You can access the exploratory analysis by clicking here.

Run

Or if you prefer, you can run the RMarkdown file Prosper-EDA-Yann-Dupis_final.Rmd by downloading RStudio here.

Data

The dataset used in this project is included as prosperLoanData.csv. The dataset's attributes are included in the file Prosper Loan Data - Variable Definitions.xlsx.

License

The contents of this repository are covered under the MIT License