The idea in practice

Analytical quality depends on the inputs, definitions and calculation as well as the explanation. A clear result should show the relevant source period, units and assumptions so another person can inspect it.

Try the distinction on a real task

This is an illustrative request, not a customer result or a promise that every connected service supports every step.

Explain the inputs, formula and caveats behind the headline number in this analysis.

How to apply it

  • Define the question
  • Inspect data completeness
  • Check the calculation independently

What to check

Review the denominator and the difference between observed data and interpretation.

A mistake to avoid

Do not accept a persuasive business explanation before establishing that the underlying numbers are comparable.

Using Bris for this work

Analytical work starts with a question and a defined dataset. Bris can help organize sources, examine figures and prepare a reviewable output. Check the units, date window, missing values and formulas before using the result to make a decision.