Reading a Balance Sheet Against Its Cash Flow

10 February 2026

  • Python
  • pandas

Placeholder analysis

Replace this with a real write-up. It exists so the Analytics silo has something to render on a fresh clone. You can now edit it in the admin panel at /keystatic, and the image button in the toolbar drops charts straight into the text.

The question

State it before you touch the data. A question written afterwards is usually just a description of whatever you happened to find.

The data

Where it came from, what period it covers, and what it leaves out. The omissions matter more than people expect.

The method

Enough that someone could repeat it and get the same numbers.

What it supports

Not "what it proves". Be explicit about the gap between the two — that gap is where most analysis quietly goes wrong.