Scraping Regulatory Enforcement Actions: FINRA, CFTC, and SEC Data

Regulatory enforcement data is gold for compliance teams, fintech companies, and investigative journalists. The SEC, FINRA, and CFTC all publish enforcement actions publicly, but their websites make bulk analysis nearly impossible. Let me show you how to build scrapers for each regulator and create a unified enforcement database. Why Scrape Enforcement Actions? Compliance teams need to screen counterparties against enforcement histories Fintech companies build risk scoring models from regulatory patterns Journalists investigate enforcement trends and regulatory capture Investors want to know if a broker or advisor has been sanctioned This data is public but scattered across three different websites with different formats. Setting Up pip install requests beautifulsoup4 pandas lxml Scraping SEC Enforcement Actions The SEC publishes litigation releases and administrative proceedings at sec.gov: import requests from bs4 import BeautifulSoup import pandas as pd from datetime import datetime