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Overview

We're working to make every step of the Code for SF experience great, from finding your first project to making your first contribution.

Goals / Scope

The goal of this project is to build an understanding of member engagement and diversity with Code for San Francisco.

How to contribute

Roles

  • Product Owner (Greg)
  • Project Coordinator (Ti)
  • Data Scientists (Rocky)

Looking for Data Scientists Critical Thinkers

How to Get Started

For creating workbooks:

  1. Request permission from Greg to google drive that has data already available
  2. Create a local repository via github (or GitHub Desktop)
  3. Add files to the folder called "data" for organization.
  4. Create workbooks in the folder called "workbooks" for organization.

Available Raw Data

user_list_data -> A list of all the users in our slack community conversation_list_data -> A list of all channels in our slack community conversations_history_data -> A list of all the public messages in our slack community members -> A list of members and demographic information attendance -> A list of attendance information

For processing data yourself

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  1. Ensure Pip is updated (some packages may fail otherwise):

    pip3 install --upgrade pip

  2. Create and activate a virtual environment by running this in terminal (and install virtualenv if needed):

    pip3 install virtualenv

python3 -m venv venv

  3. Set up local environmnetal variables. There are 2 api keys, one for slack and one for airtable that need to be added to the end of the file "venv/bin/activate". This is the environment config file that is run when you activate your virtual environment.

  4. Activate virtual environment by navigating to your local report and running:

    source venv/bin/activate

  5. Run requirements.txt so that you have all of the proper packages:

    pip install -r requirements.txt