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Fortune 500 by the Numbers SEC EDGAR 10-K Financial Analysis
Real Gov Data — SEC EDGAR XBRL API

Fortune 500 by the Numbers

Using real SEC EDGAR 10-K filing data, this project analyzes 12 Fortune 500 companies across 5 sectors. Combined 2023 revenue: $3.7T. Walmart leads by revenue at $611B but Microsoft wins on margins at 34.2%. Apple generates $100B in free cash flow — more than the entire energy sector combined. Amazon grew fastest at +19.6% CAGR since 2019. Chevron was hit hardest by COVID: -35.4% revenue in 2020.

Python SQL SEC EDGAR API pandas matplotlib SQLite openpyxl
Summary: Using real SEC EDGAR 10-K filing data, this project analyzes 12 Fortune 500 companies across 5 sectors. Combined 2023 revenue: $3.7T. Walmart leads by revenue at $611B but Microsoft wins on margins at 34.2%. Apple generates $100B in free cash flow — more than the entire energy sector combined. Amazon grew fastest at +19.6% CAGR since 2019. Chevron was hit hardest by COVID: -35.4% revenue in 2020.
Key Findings
Combined revenue 2023
$3.7T
Walmart — largest
$611B
Microsoft net margin
34.2%
Apple free cash flow
$100B
Amazon CAGR 2019-2023
+19.6%/yr
Chevron COVID hit 2020
-35.4%
Charts & Analysis
Revenue Ranking 2023
12 Fortune 500 companies
Revenue Ranking 2023
Revenue CAGR 2019-2023
Who grew fastest?
Revenue CAGR 2019-2023
Net Profit Margins
2019-2023 by company
Net Profit Margins
Sector Revenue Stacked
Combined $3.7T in 2023
Sector Revenue Stacked
Free Cash Flow 2023
Tech dominates cash generation
Free Cash Flow 2023
COVID Resilience
Drop vs recovery speed scatter
COVID Resilience

Data Source

SEC EDGAR XBRL APIhttps://data.sec.gov/api/xbrl/companyfacts/
All data is real, publicly available government data. Free to download and verify independently.