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I am convinced they could just feed random numbers into those visualization packages and they'd look just as pretty, but they do look ..err... pretty.
I would agree, and say more.

What looks pretty in data visualization is not the same as what is informative. Even though "pretty" is what gets you noticed in geeky social media websites.

The pictures do not tell us anything interesting about e, pi or phi. Possibly they tell us something interesting about random sequences of decimal digits.

One thing even sillier than graphics generated from the digits of e and pi is "music" generated from the digits of e and pi.

God did not make pi, probably.

God could make a book if you went to line 31415

Yer just spreading misinformation. Stop a stopwatch for random numbers. You nigger call it pseudo-random number.