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

     • exploratory-data-analysis For more details please refer: EDA-Python-1
     • algorithms For more details on the algorithms used for the analysis please refer: Algorithms and Techniques

   • 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