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Testing various datasets if Benford's Law applies

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Putting Benford's Law to the Test

After seeing the Episode on Benford's Law in Latif Nasser's Connected (currently on Netflix), I had to test if this is true and if I could find a few datasets where it applies. And ... I did!

All the data and code I used is available in this repository, you can find the blog article here : http://blog.4dcu.be/programming/2020/09/05/Testing-Benfords-Law.html

Results

I found Benford's law applies to the letter in two datasets I tested: Altitudes of Capitals and daily COVID-19 infections in Belgian Provinces. While they didn't match the hypothetical distribution, a similar non uniform distribution could also be seen in Gwent Pro-Ranked Player's scores and the bacterial abundances in the Human Gut.

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Testing various datasets if Benford's Law applies

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