Revisiting the Benford law: When the Benford-like distribution of leading digits in sets of numerical data is expectable?
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The Benford distribution is a particular case of a more general mathematical statement.

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The exact Benford distribution is valid for the exponential function only.

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Explicit expressions for frequencies are obtained for the power, logarithmic, and tangent functions.

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The kinematic experiment illustrating proposed distributions is reported.

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Analysis of leading digits frequencies in thermal conductivities of liquids data is presented.

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