DataWhisperer solution

Check a difference or association

“Is this difference between groups worth investigating?”

Situation

Investigate a score or categorical response difference between groups with descriptive results and a supported exploratory comparison.

How to get there

Open your file and choose Stats in the composer
Select a suggested Stats question to run it, or name two supported columns in your own question and select Run stats
Review the result, effect size, response bases, technical details, and study context

What you get

A saved result for your requested comparison or association
Effect size and response bases
Technical details and result sharing or print/PDF options

Choose a suggested Stats question, or name two columns in your own question. Run one supported comparison, then review the result, effect size and response bases. Each successful run uses one analysis use.

Why DataWhisperer?

Decide if a gap needs a closer look.

A visible difference between customer groups is a prompt to investigate, not a conclusion on its own.

Test a suitable comparison

Use Stats on Max for supported exploratory Welch or chi-square comparisons on suitable columns.

Interpret more than a test result

Consider gap size and study design alongside statistical significance.

Example

Stat test completed in ~1 sec

Representative 48-row sample estimate, not a timed action in this preview. File size and task vary; loading and display affect total elapsed time; not a browser completion guarantee.

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