White Collar Crime Early Warning System

This is a predictive policing app that targets high-level financial fraud, published for The New Inquiry as part of Issue #59: Abolish.

Presented here is a script to train our model along with the processed data used to train it. Please refer to our white paper for more details.

Usage

First install the requirements:

pip install -r requirements.txt

Then, to generate a JSON file of predictions per geohash, run:

python predict.py

This will train a series of models to generate the predictions (see the white paper for details)