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kaggle-uk-accident-data-analysis

  • Exploratory data analysis and application of Unsupervised ML algorithms to uncover patterns in Kaggle's UK Accidents data

Dataset

UK Accident Data

Project Structure

  1. code

    • R

      • full_A.R
        Contains R code for geospatial manipulation, PCA, clustering, and plotting clusters and results of PCA.
        For more details please refer: R Readme
    • python

    • python_notebook

      • For more details on running the code, please refer: EDA
    • SAS

      • For Hierarchical clustering, and EDA on SAS, please refer: SAS README
  2. reports

    • pitch
      • project idea/proposal
    • update-1
      • documentation for first project update
    • update-2
      • documentation for second project update
    • update-3
      • documentation for final project update

Running the code

* Every script is independent on its own. Please Make sure the dependencies mentioned in the
  README files are installed before running the scripts