BENFORD BENCH ANALYSIS REPORT
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Source: https://github.com/rleeap/Benfords-Law
Subject: Test Benford update
Analyst: Jason Page
Date: 2025-11-10 20:02:52

Reason: Test new algorithm against Benford curve based on US cities.
Hypothesis: Match Benford Curve

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ANALYSIS RESULTS (Type: first)
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Total Data Rows Processed: 28890
Total Valid Digits Found: 28673

Digit |   Expected % |   Actual %   |   Count   |   Difference
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  1   |     30.1 %   |     29.84 %  |     8556  |   -0.26 %
  2   |     17.6 %   |     17.68 %  |     5068  |   +0.08 %
  3   |     12.5 %   |     12.33 %  |     3535  |   -0.17 %
  4   |      9.7 %   |      9.77 %  |     2800  |   +0.07 %
  5   |      7.9 %   |      7.73 %  |     2215  |   -0.17 %
  6   |      6.7 %   |      6.79 %  |     1946  |   +0.09 %
  7   |      5.8 %   |      5.86 %  |     1679  |   +0.06 %
  8   |      5.1 %   |      5.34 %  |     1530  |   +0.24 %
  9   |      4.6 %   |      4.69 %  |     1344  |   +0.09 %

--- END OF REPORT ---