/NYC-Crimes-Data-Analysis

Collected New York City’s Complaints dataset, stored it in HDFS, cleaned and visualized it using Spark and Matplotlib

Primary LanguageJupyter Notebook

NYC-Crimes-Data-Analysis

This Dataset includes all valid felony, misdemeanor and violation reported to the New York City Police Department till the year 2017. After cleaning the data, we will analyze various crimes that happen in NYC, boroughs that are affected the most, location and time of crimes, Seasonal Crimes etc.

This dataset is taken from NYC Open datasets and is based on the NYC complaints dataset. This project will help us to analyze the safe neighborhoods in NYC, the time when these neighborhoods are safe, details of potential crimes happening in NYC, understand them and take appropriate measures for safety.