A growing public collection

Small labs for understanding business.

Small explorations of everyday business problems: useful tools, illustrated cases, discoveries, revisions and open questions. No business or analytics training needed.

A small experiment

A 10% discount lifts sales by 20%. Revenue goes up. Does the business come out ahead?

See what happens

No. Contribution falls from $1,800 to $1,710. To keep $1,800, sales would need to rise 26.3% — at least 190 whole units instead of 150.

Why, step by step →

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Questions to explore

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More collections appear here when their tools and explanations have been reviewed.

Go as deep as you like

  1. Layer 1Start simpleOne question, one picture, one takeaway.
  2. Layer 2Try itUseful defaults, your own numbers, a live result.
  3. Layer 3Explore a caseOne realistic complication, compared actions.
  4. Layer 4Go deeperAssumptions, derivation, sensitivity and limits.

Skip any layer. Every lab can be read in order or entered at any point.