GithubHelp home page GithubHelp logo

ireneflorez / nypd-mvc Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 0.0 11.34 MB

Analysis of NYPD Motor Vehicle Collisions

HTML 49.87% Jupyter Notebook 50.13%
jupyter-notebook python matplot folium basemap pandas data-analysis

nypd-mvc's Introduction

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

nypd-mvc's People

Watchers

avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.