faraz-ahmed-sh

forecasting-crime-in-mexico

Analyzing and forecasting crime in Mexico (Project done as part of a course at UChicago - Winter 2017)

data-visualization-public-policy

Visualizations of the Crime Rate of Lahore (2015) using R and D3.js

machine-learning-for-public-policy

This repository includes the projects related to creating an API off of US Census Data, and using machine learning tools to predict delinquincy of the people who have borrowed loans.

Sunlight_Foundation_Summer_2017

This repository includes the projects I worked on during my Summer Fellowship at the Sunlight Foundation in Washington, D.C. (June - August, 2017)

Accountability_Police_Punjab_Visualization

[Work-in-progress] Analyzing the data related to police complaints in Punjab (Pakistan) for the year 2016.

distributing_data_overlapping_polygons

Code to distribute data from one level of geography to another using the spatial overlay method.

faraz-ahmed-sh.github.io

Interactive Dashboard Created Using D3.js and R to Visualize the Crime Rate of Lahore (2014)

maroon_newspaper_viewpoints_scrapper

A python notebook that scraps Viewpoints (aka op-ed) articles from the University of Chicago's newspaper, The Maroon.

nyc-crosswalk-2020tract-to-2010puma

Code to create the 2020 tract to vintage 2010 puma crosswalk using NYC Open Data Portal and GeoPandas

NYC_language_profiles_PUMS

Code to estimate the population of limited English proficient residents in NYC Community Districts from the 5-Year American Community Survey data (2015-2019).

nyc_tract_to_pollsite_ratio

Code to derive the NYC 2020 Census Tract to Election District ratios for aggregating census data at the poll sites level to understand the demographic characteristics of voters, for example.

clickbait-classifier

Simple ML experiment to classify article titles as clickbait or news.

crossfilter

Fast n-dimensional filtering and grouping of records.

fairml

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

geocoding-and-directions-API

jupyter_contrib_nbextensions

A collection of various notebook extensions for Jupyter

kaggle-talkingdata-visualization

Source code for blog post: Interactive Data Visualization of Geospatial Data using D3.js, DC.js, Leaflet.js and Python

ldaworkshop

LDA workshop presented by Fast Forward Labs

nbconvert

Jupyter Notebook Conversion

Python_Tutorials

test-repo

tweetratio

Twitter reply-to-retweet ratio scraping code