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dssg

54 indexed repositories · View on GitHub

• hitchhikers-guide

  The Hitchhiker's Guide to Data Science for Social Good

  Jupyter Notebook · 1051 stars

• aequitas

  Bias Auditing & Fair ML Toolkit

  Python · 773 stars

• triage

  General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems

  Jupyter Notebook · 201 stars

• bikeshare

  Statistical models and webapp for predicting when bikeshare stations will be empty or full.

  JavaScript · 113 stars

• data-science-101

  Methods, tools, tips, and tricks for anyone interested in getting started doing data science for the social good.

  Jupyter Notebook · 95 stars

• energywise

  An energy analytics tool to make commercial building more energy efficient

  Python · 79 stars

• student-early-warning

  Using machine learning to predict high school dropouts

  R · 70 stars

• police-eis

  DSaPP police early intervention system: using machine learning to predict adverse incidents

  Python · 56 stars

• tweedr

  A machine learning API to analyze tweets during disasters.

  JavaScript · 54 stars

• policy_diffusion

  Tracing policy ideas from think tanks and lobbyists through state legislative bills

  Python · 50 stars

• wikienergy

  Git repo for Wiki Energy project

  Jupyter Notebook · 46 stars

• pgdedupe

  A simple command line interface to the datamade/dedupe library.

  Jupyter Notebook · 43 stars

• 411-on-311

  Exploratory analysis and predictive models of how Chicago's neighborhoods interact with the City's 311 service requests.

  Python · 43 stars

• givinggraph

  An API tool to help understand the relationships between non-profits, for-profits, and the causes they support.

  Python · 29 stars

• ushine-learning

  An API that uses machine learning to help the Ushahidi nonprofit do smarter crisis crowdsourcing.

  Python · 25 stars

• census-communities-usa

  Mapping and analyzing local business data from the Census Bureau.

  Python · 22 stars

• cta-sim

  Big data simulation of Chicago's public transportation to improve transit planning and reduce bus crowding

  CSS · 22 stars

• ohio

  Python I/O extras

  Python · 19 stars

• cta-otp

  OpenTripPlanner tool and transit mobility maps for Chicago

  Java · 17 stars

• diogenes

  Searching for an honest classifier

  Python · 17 stars

• 34 more repositories live on View on GitHub