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GeoSpatial Analysis and Risk Modelling on NYC Taxi Shootings and Traffic Re-Route Algorithm

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Public Shootings and Taxi: Risk Analysis & Minimization

by Shromann Majumder


This Project aims to Explore, Analyse and Model Public Shootings Risk NYC Cars Face, as well as propose a solution to minimize this risk.

Important Note

If you're running for the first time, please run Exploratory Analysis.ipynb's first code cell to download the data.

Dependencies

  • Language: Python 3.8.3
  • Packages / Libraries: pandas, pyspark, sklearn, scipy, folium, geopandas, math, plotly, matplotlib, os, urllib, zipfile.

Datasets

Directory

  • raw_data: ALl Datasets used are stored here
  • plots: All plots are saved here
  • Exploratory Analysis.ipynb: Notebook where we conduct Exploratory Analysis
  • Risk Analysis & Modelling.ipynb: Notebook where we Analyse and Model Risk of Taxi, as well as propose a solution.

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GeoSpatial Analysis and Risk Modelling on NYC Taxi Shootings and Traffic Re-Route Algorithm

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