What this calculator does
Benford's law leading-digit check works out compares a data set's leading digits against the distribution natural data follows. Enter your own figures above and the answer updates as you type: nothing is fixed in the code, so the result reflects exactly the numbers you supply.
The formula this calculator evaluates is printed under the tool and explained below, so you can check the working by hand or reuse it in a spreadsheet.
The formula
FormulaExpected share of leading digit d: P(d) = log₁₀(1 + 1/d), for d = 1…9
The inputs explained
| Field | What to enter |
|---|---|
| Data (comma or space separated) | A list of numbers, separated by commas or spaces. |