jmyrberg / german-credit-analysis

Exploratory data analysis of the famous German Credit dataset.

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German Credit Data Analysis

This repository contains an exploratory data analysis of the famous German Credit dataset.

The interactive R-Markdown document analysis.Rmd contains:

  • description of the data
  • interactive data exploration
  • interactive model training, hyperparameter search and validation

How to use:

  • clone this repository or download the files, and run analysis.Rmd in RStudio
  • use the deployed [Shiny application] (https://asot.shinyapps.io/german_credit_data_analysis/) (Note: This may not always work due to shinyapps.io free tier limits)
  • access [the non-interactive version] (analysis.Rmd) in github

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Exploratory data analysis of the famous German Credit dataset.