Expected Cell Count Checker
Inspect expected counts in a two-by-two table before choosing an analysis.
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Inspect expected counts in a two-by-two table before choosing an analysis. All default values are fictional.
Calculation results
Total: 40
Expected cells (row order): 7.5, 12.5, 7.5, 12.5
0 of 4 cells below 5; 0 below 1.
Assumptions and limits
Expected count = row total × column total / grand total. This independence model is for mutually exclusive categories and independent observations; paired, clustered and weighted data need different methods. Counts below 5 or 1 are descriptive flags, not an automatic test selector. No p-value or claim about association is produced. Zero marginal totals are rejected.
SciPy: expected frequencies · Read the practical guide · Download blank worksheet (TXT)