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.
Or if you prefer, you can run the RMarkdown file Prosper-EDA-Yann-Dupis_final.Rmd
by downloading RStudio here.
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
.
The contents of this repository are covered under the MIT License