Given a list of brands, this code will use generative AI to create summaries of sustainability efforts based on brand self-report data available online. The bulk of the code is available in the "Brand_Sustainability_Data_Fetcher" Jupyter notebook.
The best overview is in the public Google Colab Notebook here. It discusses how the code works, what could be improved, and includes some summary information.
The best way to view the final output for all 1,000 brands is this page.
You can download the raw results in the brand_summary.csv file in this repo.