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Check the unit of analysis in tests

Prompt that checks whether a test is analysed on the same unit it was assigned on. Paste it into an AI tool of your choice, which then checks the unit of analysis in tests.

Topic
Spreadsheets & data
Type
Prompt
Level
Intermediate
Time
about 15 min

Results depend on the tool, the model and what you enter.

Result preview

Example: written by our editors, not real AI output.

Assignment: person Metric: click rate per page view Risk: 3 % of people = 41 % of views Correction: click rate per person, then mean Recomputed: lift +2.1 % → +0.6 %, interval includes 0

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What is assigned?
What do you measure on?
What shape is it in?

Your prompt

This is an instruction for an AI, not the result itself.

Where this prompt works

These AI tools are a good fit for this prompt:

How to use it

  1. Fill in the fields or tap a suggestion. Leave out names, addresses and other personal data.
  2. Copy the finished prompt into an AI tool of your choice.
  3. Paste the table shape and an anonymised extract, without real person IDs.

Why does this work?

If you assign by person and analyse by click, one busy user counts a hundred times. The interval looks safer than it is.

Tips

  • Aggregate per assignment unit first, then compute.

Also a good fit

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