The State of Black Software Development 2020

Replication files for The State of Black Software Development presentation delivered by Nnamdi Iregbulem at GitLab Commit 2020.

Slides

Video (TBD)

To clone this repo, run:

git clone https://gitlab.com/whoisnnamdi/black-dev-2020.git

or

git clone https://github.com/whoisnnamdi/black-dev-2020.git

Open and run the appropriately titled notebooks to replicate the analysis and generate the charts shown in the presentation.

To run this code you'll need the packages rpy2, statsmodels, and altair. To install these via pip, run:

pip install rpy2
pip install statsmodels
pip install altair

In addition, due to relying on both Python and R for the rpy2 module, you will need both languages installed on your computer.

You'll also need to download the 2019 and 2020 Stack Overflow Annual Developer Survey datasets from here and place the CSVs in data/2019 and data/2020 respectively.