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sf_crime_classification's Introduction

SF_crime_classification

Kaggle Competition

The goal is to classify crimes according to the data, time, and place where it happened.

We plan to work according to the following steps :

  • Data exploration : visualize where / when crimes occur, how many times per time period / neighborhood, etc.
  • Classification : use of data mining techniques to predict where and when they could happen.
  • Hopefully a search engine where we can type the neighborhood or time to get a statistics summary of crimes

This is a group project by two Columbia grad students : Laetitia JUMEL and Marie-Laura LUISADA

We have created broader crime categories, and displayed the number of crimes corresponding to those categories in the two charts below.

![Alt text](/Charts/Crimes per category per year - Extract.png?raw=true "Optional Title") ![Alt text](/Charts/Crimes per category in each district.png?raw=true "Optional Title")

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