SEC Data Packs / S&P 500 Fundamentals
CSV
S&P 500 fundamentals — as a clean CSV dataset.
380,946 rows · 481 companies · income · balance sheet · cash flow
Normalized financials for S&P 500 constituents — revenue, margins, EPS, assets, debt, cash flow — one clean typed row per statement and period. Every figure carries the source filing URL.
Point-in-time snapshot · extracted 2026-07-07 · traceable to every SEC filing
Columns
ticker company_name cik statement_type period_type period_end revenue gross_profit operating_income net_income eps_diluted total_assets stockholders_equity operating_cash_flow capex accession_number filing_urlEvery row also carries accession_number and filing_url, so any figure reconciles to the original filing on sec.gov.
What's in the download
- Income, balance-sheet & cash-flow columns
- Annual / quarterly / YTD periods
- Traceable to each 10-K / 10-Q
- A data dictionary, a runnable Jupyter notebook, and a MANIFEST with SHA-256 checksums.
- Point-in-time snapshot dated 2026-07-07 — reproducible and citable.
The other packs
Insider Trades (Form 4) · Latest-Quarter 13F Holdings · see all three
Need it refreshed daily via an API instead of a one-time file? See the Filingrail API.