Executive Compensation Dataset Extracted From 100k+ SEC Filings (2005-2022)

I built a pipeline to extract Summary Compensation Tables from SEC DEF-14A proxy statements and turn them into structured JSON.

Each record contains: executive name, title, fiscal year, salary, bonus, stock awards, option awards, non-equity incentive, change in pension, other compensation, and total.

The pipeline is running on ~100k filings to build a dataset covering all US public companies from 2005 to today. A sample is up on HuggingFace, full dataset coming when processing is done.

GitHub: https://github.com/pierpierpy/Execcomp-AI

HuggingFace sample: https://huggingface.co/datasets/pierjoe/execcomp-ai-sample