311-Requests

P-ai's #311 team is working with Hack For LA to improve #311 request LA map. Project Details:

Data_Pipeline: This directory contains data pipeline which computes the per day data of the number of 311 requests, arrests, crimes committed, and traffic stops since 2017. It has been successfully pushed to Hack for LA's github repo. It will be integrated with Hack for LA's backend to compute per day data that will be displayed in Hack for LA's #311 request map.

311_Requests_Analysis: This directory contains exploratory data analysis of features found to be relevant to the number of days required for a request to be completed.

311_Requests_Model: This directory contains machine learning model that determines whether a request will be completed within a week from the time it was submitted.