s Law to detect fraud and anomalies. Calculate expected vs observed frequencies of leading digits.">

Benford's Law Calculator

Free analyze leading digit distribution using benford's law for fraud detection. Get instant, accurate results with our easy-to-use calculator.

Data Input

Benford's Law Analysis

Enter numbers to analyze distribution

About Benford's Law

Expected Frequencies

  • • Digit 1: 30.1%
  • • Digit 2: 17.6%
  • • Digit 3: 12.5%
  • • Digit 4: 9.7%
  • • Digit 5: 7.9%
  • • Digits 6-9: Decreasing

Applications

  • • Fraud detection
  • • Financial auditing
  • • Tax compliance
  • • Scientific data validation

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