Atlas for Fundamental Analysis
Fundamentals,
computed, not copied
Statements pulled at run time, margins and free cash flow computed in code you can read, and the 10-Ks you upload answered with the page cited.
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tk = {t: yf.Ticker(t) for t in ["NVDA", "AMD", "INTC"]}fcf = margin(tk, "Free Cash Flow", "Total Revenue")
fcf.plot()
Four years of statements, margins computed in the notebook
Example tasks
From statements to a view
Compare margins across the big semis
Revenue, gross margin and free cash flow for NVDA, AMD and INTC over the last four years, side by side.
Screen the Magnificent Seven on ratios
Trailing and forward P/E, profit margin and return on equity in one table.
Read the 10-Ks you upload
Capex, guidance and risk factors pulled into a table, with the page cited.
Write the memo
A note or LaTeX write-up with the figures from the notebook, published as a link.
Why Atlas
Numbers you can trace
Statements at run time
Annual and quarterly statements are pulled when the cell runs, not pasted from a screenshot.
Every ratio in code
Margins, growth and returns are computed in the notebook, so you can see the definition and change it.
Filings you bring
Upload a 10-K or a broker note and ask. The answer cites the passage.