Data analyze and visualization of crime activities in NYC

List of dataset are showns in reports.

Everything run out of the box. No need for configuration, except for tableau file.

All *.ipynb file can be open using Google Colab or Jupyter-notebook.

_ PySpark-script: contains script to extract sub data from Historic dataset.

_ sub-dataset: contains data extraction using PySpark-script.

_ data-clean-script: contains Google Colab data cleanning script.

_ clean-dataset: contains cleaned dataset after data-clean-script runs.

_ google-colab-analysis: contains data analysis using Google Colab.

_ tableau-analysis: contains Tableau script for analysis using Tableau.

_ association_rule: contains script to analyze data using association rule with Google Colab.

_ Note: Each folder has detailed instruction of how to run each of them.

_ All our findings and documetations can be locate in: FINAL_NYC_Crime_analysis.pdf

This project is work of:
Duc Tran ([email protected])
Aigerim Madakimova ([email protected])
Bornita Das ([email protected])

MIT