https://github.com/ireneflorez/nypd-mvc

Analysis of NYPD Motor Vehicle Collisions
https://github.com/ireneflorez/nypd-mvc

basemap data-analysis folium jupyter-notebook matplot pandas python

Last synced: 4 months ago
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Analysis of NYPD Motor Vehicle Collisions

• Host: GitHub
• URL: https://github.com/ireneflorez/nypd-mvc
• Owner: IreneFlorez
• Created: 2019-04-29T15:56:46.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2019-04-29T16:51:27.000Z (about 6 years ago)
• Last Synced: 2025-01-11T10:41:25.479Z (6 months ago)
• Topics: basemap, data-analysis, folium, jupyter-notebook, matplot, pandas, python
• Language: Jupyter Notebook
• Size: 11.1 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# nypd-mvc

## Introduction 

Analysis of New York Motor Vehicle Collisions, using data provided provided by the Police Department (NYPD) from 2012 to the present.

## Data

The source dataset can be viewed here: https://console.cloud.google.com/marketplace/details/city-of-new-york/nypd-mv-collisions https://opendata.cityofnewyork.us/Table 

ID:	bigquery-public-data:new_york_mv_collisions.nypd_mv_collisions 

Table Size:	358 MB 

Number of Rows: 1,481,712

### Tools

* Keynote

* Google Big Query, Google Storage

* Python

  - csv

  - pandas

  - numpy

  - scipy

  - datetime

  - matplotlib

  - Basemap

  - folium

## Guiding Question: 

How can we reduce the number of accidents in Brooklyn?

See the AnalysisDeck.pdf for the final submitted analysis, including maps, zipcode analysis, datetime analysis, and collision factor analysis. 

##### Brooklyn accidents Folium heatmap