I came back to this thread looking for the list of randomness tests, and I keep missing them somehow.
The reason for my follow up is this: The random number function in Python has important uses far beyond my personal concerns, and random.randint(0,9) is supposed to be the Mersenne Twister. I used the attached code to generate the attached file. It’s randint(0,9) for n=600, keyed back in by hand, instead of automatically from the script: My question/concern is this: does this dataset look like it came from the Mersenne Twister? In 600 iterations, it generated 8,8,8; 0,0,0; 1,1,1 and 5,5,5, with more than 1% (6) occurrences where the same number repeated. I didn't do the +1/-1 test, but the data is in a (python) list that should be easily cut and pasted into a legit datafile. This leads me to question whether the MTPRNG rubber is meeting the Link Mint Mate 23.x.x road. "Catastrophizing," if randint isn't correct in the random library, what about the more crucial PRNG's? I suppose that feeding the random function back without keyboard intervention would yield similar results - it's not my data entry either: I printed the number suggested and the number entered for every instance, before the report. This is why my magic eight ball program had problems, not the design of Mersenne Twister. It may be amatuer as h*ll, but doesn't it point something? James (I thank you for so articulately showing that my hash isn't a PRNG.) On Wed, Nov 16, 2022 at 10:27 AM James Johnson <jj126...@gmail.com> wrote: > These are very many reasons that Python PRNG is indeed adequate. > > Maybe documentation for amateurs and newbies could be improved so that > they get the best results possible without knowing how much work it is. > > How to call the built in PRNG seems to change a good bit. > > As for the hack: I feel obligated to connect to the internet and do > research before I speak further. > > IF it DOES do 0-9 randomly, even if it is not useful for larger ranges, it > may serve by CONCATENATING base 10? > > I feel like it’s the punchline to a lame joke now, but thank you all > again. I will be reading for weeks. > > On Wed, Nov 16, 2022 at 9:36 AM Stephen J. Turnbull < > stephenjturnb...@gmail.com> wrote: > >> James Johnson writes: >> >> > The scholars here are referencing white papers and using hardware and >> > software interchangeably (?) I am not a randomization expert, and I do >> not >> > seek academic recognition. It's a novel hack is all, >> >> I'm no expert either, but hash functions and PRNGs have been around a >> long time. I'm sure this approach has been discovered independently. >> >> Besides the Mersenne twister that Python uses, POSIX systems like >> Linux, MacOS, and BSD provide a number of random number generation >> facilities, briefly documented in the man pages. BSD man pages for >> random and arc4random mention the Fortuna algorithm and the arc4 >> algorithm. At least the latter is similar to yours in that in "mixes >> in" additional entropy gradually as more random numbers are generated. >> >> For sources of "entropy" (random bits) the man page on /dev/random >> and /dev/urandom provide nice brief explanations. >> >> >> -- > Truth causes consequences; consequences bring pain; pain exorcises guilt! >
Random number = 7 Value entered: 7 Random number = 0 Value entered: 0 Random number = 8 Value entered: 8 Random number = 2 Value entered: 2 Random number = 4 Value entered: 4 Random number = 0 Value entered: 0 Random number = 1 Value entered: 1 Random number = 9 Value entered: 9 Random number = 5 Value entered: 5 Random number = 5 Value entered: 5 Random number = 3 Value entered: 3 Random number = 1 Value entered: 1 Random number = 0 Value entered: 0 Random number = 5 Value entered: 5 Random number = 9 Value entered: 9 Random number = 7 Value entered: 7 Random number = 6 Value entered: 6 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 7 Value entered: 7 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 6 Value entered: 6 Random number = 4 Value entered: 4 Random number = 5 Value entered: 5 Random number = 7 Value entered: 7 Random number = 6 Value entered: 6 Random number = 0 Value entered: 0 Random number = 0 Value entered: 0 Random number = 8 Value entered: 8 Random number = 5 Value entered: 5 Random number = 2 Value entered: 2 Random number = 0 Value entered: 0 Random number = 2 Value entered: 2 Random number = 0 Value entered: 0 Random number = 1 Value entered: 1 Random number = 2 Value entered: 2 Random number = 4 Value entered: 4 Random number = 2 Value entered: 2 Random number = 5 Value entered: 5 Random number = 8 Value entered: 8 Random number = 2 Value entered: 2 Random number = 2 Value entered: 2 Random number = 5 Value entered: 5 Random number = 0 Value entered: 0 Random number = 8 Value entered: 8 Random number = 7 Value entered: 7 Random number = 8 Value entered: 8 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 9 Value entered: 9 Random number = 6 Value entered: 6 Random number = 1 Value entered: 1 Random number = 4 Value entered: 4 Random number = 2 Value entered: 2 Random number = 4 Value entered: 4 Random number = 1 Value entered: 1 Random number = 2 Value entered: 2 Random number = 6 Value entered: 6 Random number = 0 Value entered: 0 Random number = 3 Value entered: 3 Random number = 9 Value entered: 9 Random number = 3 Value entered: 3 Random number = 7 Value entered: 7 Random number = 9 Value entered: 9 Random number = 8 Value entered: 8 Random number = 2 Value entered: 2 Random number = 9 Value entered: 9 Random number = 9 Value entered: 9 Random number = 3 Value entered: 3 Random number = 4 Value entered: 4 Random number = 6 Value entered: 6 Random number = 8 Value entered: 8 Random number = 5 Value entered: 5 Random number = 8 Value entered: 8 Random number = 9 Value entered: 9 Random number = 3 Value entered: 3 Random number = 8 Value entered: 8 Random number = 8 Value entered: 8 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 4 Value entered: 4 Random number = 4 Value entered: 4 Random number = 6 Value entered: 6 Random number = 2 Value entered: 2 Random number = 2 Value entered: 2 Random number = 3 Value entered: 3 Random number = 3 Value entered: 3 Random number = 9 Value entered: 9 Random number = 0 Value entered: 0 Random number = 2 Value entered: 2 Random number = 7 Value entered: 7 Random number = 6 Value entered: 6 Random number = 6 Value entered: 6 Random number = 4 Value entered: 4 Random number = 4 Value entered: 4 Random number = 8 Value entered: 8 Random number = 0 Value entered: 0 Random number = 4 Value entered: 4 Random number = 7 Value entered: 7 Random number = 9 Value entered: 9 Random number = 8 Value entered: 8 Random number = 1 Value entered: 1 Random number = 9 Value entered: 9 Random number = 1 Value entered: 1 Random number = 7 Value entered: 7 Random number = 0 Value entered: 0 Random number = 4 Value entered: 4 Random number = 3 Value entered: 3 Random number = 3 Value entered: 3 Random number = 9 Value entered: 9 Random number = 6 Value entered: 6 Random number = 3 Value entered: 3 Random number = 7 Value entered: 7 Random number = 8 Value entered: 8 Random number = 9 Value entered: 9 Random number = 8 Value entered: 8 Random number = 1 Value entered: 1 Random number = 6 Value entered: 6 Random number = 6 Value entered: 6 Random number = 8 Value entered: 8 Random number = 1 Value entered: 1 Random number = 1 Value entered: 1 Random number = 8 Value entered: 8 Random number = 3 Value entered: 3 Random number = 5 Value entered: 5 Random number = 0 Value entered: 0 Random number = 7 Value entered: 7 Random number = 6 Value entered: 6 Random number = 7 Value entered: 7 Random number = 1 Value entered: 1 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 3 Value entered: 3 Random number = 0 Value entered: 0 Random number = 0 Value entered: 0 Random number = 7 Value entered: 7 Random number = 8 Value entered: 8 Random number = 4 Value entered: 4 Random number = 1 Value entered: 1 Random number = 3 Value entered: 3 Random number = 2 Value entered: 2 Random number = 7 Value entered: 7 Random number = 4 Value entered: 4 Random number = 9 Value entered: 9 Random number = 8 Value entered: 8 Random number = 2 Value entered: 2 Random number = 2 Value entered: 2 Random number = 2 Value entered: 2 Random number = 6 Value entered: 6 Random number = 9 Value entered: 9 Random number = 5 Value entered: 5 Random number = 1 Value entered: 1 Random number = 2 Value entered: 2 Random number = 5 Value entered: 5 Random number = 3 Value entered: 3 Random number = 5 Value entered: 5 Random number = 8 Value entered: 8 Random number = 8 Value entered: 8 Random number = 8 Value entered: 8 Random number = 4 Value entered: 4 Random number = 5 Value entered: 5 Random number = 7 Value entered: 7 Random number = 3 Value entered: 3 Random number = 0 Value entered: 0 Random number = 9 Value entered: 9 Random number = 9 Value entered: 9 Random number = 3 Value entered: 3 Random number = 5 Value entered: 5 Random number = 2 Value entered: 2 Random number = 6 Value entered: 6 Random number = 3 Value entered: 3 Random number = 3 Value entered: 3 Random number = 1 Value entered: 1 Random number = 6 Value entered: 1 Random number = 2 Value entered: 6 Random number = 1 Value entered: 1 Random number = 8 Value entered: 8 Random number = 7 Value entered: 7 Random number = 7 Value entered: 7 Random number = 4 Value entered: 4 Random number = 4 Value entered: 4 Random number = 2 Value entered: 2 Random number = 1 Value entered: 6 Random number = 0 Value entered: 0 Random number = 2 Value entered: 2 Random number = 0 Value entered: 0 Random number = 1 Value entered: 6 Random number = 0 Value entered: 0 Random number = 1 Value entered: 1 Random number = 1 Value entered: 1 Random number = 7 Value entered: 7 Random number = 2 Value entered: 2 Random number = 7 Value entered: 7 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 7 Value entered: 7 Random number = 1 Value entered: 1 Random number = 9 Value entered: 9 Random number = 2 Value entered: 2 Random number = 6 Value entered: 6 Random number = 3 Value entered: 3 Random number = 8 Value entered: 8 Random number = 7 Value entered: 7 Random number = 4 Value entered: 4 Random number = 5 Value entered: 5 Random number = 7 Value entered: 7 Random number = 5 Value entered: 5 Random number = 2 Value entered: 2 Random number = 2 Value entered: 2 Random number = 7 Value entered: 7 Random number = 9 Value entered: 9 Random number = 8 Value entered: 8 Random number = 7 Value entered: 7 Random number = 0 Value entered: 0 Random number = 7 Value entered: 7 Random number = 8 Value entered: 8 Random number = 2 Value entered: 2 Random number = 2 Value entered: 2 Random number = 4 Value entered: 4 Random number = 7 Value entered: 7 Random number = 1 Value entered: 1 Random number = 6 Value entered: 6 Random number = 2 Value entered: 2 Random number = 4 Value entered: 4 Random number = 0 Value entered: 0 Random number = 6 Value entered: 6 Random number = 9 Value entered: 9 Random number = 0 Value entered: 0 Random number = 8 Value entered: 8 Random number = 1 Value entered: 1 Random number = 9 Value entered: 9 Random number = 6 Value entered: 6 Random number = 7 Value entered: 7 Random number = 2 Value entered: 2 Random number = 5 Value entered: 5 Random number = 3 Value entered: 3 Random number = 0 Value entered: 0 Random number = 0 Value entered: 0 Random number = 7 Value entered: 7 Random number = 4 Value entered: 4 Random number = 2 Value entered: 2 Random number = 2 Value entered: 2 Random number = 8 Value entered: 8 Random number = 3 Value entered: 3 Random number = 3 Value entered: 3 Random number = 4 Value entered: 4 Random number = 2 Value entered: 2 Random number = 5 Value entered: 5 Random number = 1 Value entered: 1 Random number = 3 Value entered: 3 Random number = 5 Value entered: 5 Random number = 7 Value entered: 7 Random number = 3 Value entered: 3 Random number = 1 Value entered: 1 Random number = 9 Value entered: 9 Random number = 6 Value entered: 6 Random number = 7 Value entered: 7 Random number = 8 Value entered: 8 Random number = 8 Value entered: 8 Random number = 6 Value entered: 6 Random number = 8 Value entered: 8 Random number = 9 Value entered: 9 Random number = 3 Value entered: 3 Random number = 1 Value entered: 1 Random number = 6 Value entered: 6 Random number = 8 Value entered: 8 Random number = 0 Value entered: 0 Random number = 2 Value entered: 2 Random number = 9 Value entered: 9 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 6 Value entered: 6 Random number = 8 Value entered: 8 Random number = 9 Value entered: 9 Random number = 8 Value entered: 8 Random number = 9 Value entered: 9 Random number = 2 Value entered: 2 Random number = 7 Value entered: 7 Random number = 1 Value entered: 1 Random number = 7 Value entered: 7 Random number = 3 Value entered: 3 Random number = 3 Value entered: 3 Random number = 7 Value entered: 7 Random number = 4 Value entered: 4 Random number = 5 Value entered: 5 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 4 Value entered: 4 Random number = 7 Value entered: 7 Random number = 7 Value entered: 7 Random number = 6 Value entered: 6 Random number = 0 Value entered: 0 Random number = 0 Value entered: 0 Random number = 0 Value entered: 0 Random number = 2 Value entered: 2 Random number = 7 Value entered: 7 Random number = 2 Value entered: 2 Random number = 9 Value entered: 9 Random number = 5 Value entered: 5 Random number = 7 Value entered: 7 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 0 Value entered: 0 Random number = 5 Value entered: 5 Random number = 6 Value entered: 6 Random number = 0 Value entered: 0 Random number = 2 Value entered: 2 Random number = 1 Value entered: 1 Random number = 7 Value entered: 7 Random number = 5 Value entered: 5 Random number = 4 Value entered: 4 Random number = 7 Value entered: 7 Random number = 0 Value entered: 0 Random number = 1 Value entered: 1 Random number = 3 Value entered: 3 Random number = 9 Value entered: 9 Random number = 2 Value entered: 2 Random number = 9 Value entered: 9 Random number = 0 Value entered: 0 Random number = 9 Value entered: 9 Random number = 0 Value entered: 0 Random number = 5 Value entered: 5 Random number = 3 Value entered: 3 Random number = 1 Value entered: 1 Random number = 1 Value entered: 1 Random number = 5 Value entered: 5 Random number = 7 Value entered: 7 Random number = 6 Value entered: 6 Random number = 5 Value entered: 5 Random number = 7 Value entered: 7 Random number = 7 Value entered: 7 Random number = 9 Value entered: 9 Random number = 5 Value entered: 5 Random number = 1 Value entered: 1 Random number = 8 Value entered: 8 Random number = 0 Value entered: 0 Random number = 2 Value entered: 2 Random number = 4 Value entered: 4 Random number = 6 Value entered: 6 Random number = 9 Value entered: 9 Random number = 3 Value entered: 3 Random number = 4 Value entered: 4 Random number = 7 Value entered: 7 Random number = 9 Value entered: 9 Random number = 5 Value entered: 5 Random number = 5 Value entered: 5 Random number = 4 Value entered: 4 Random number = 9 Value entered: 9 Random number = 9 Value entered: 9 Random number = 1 Value entered: 1 Random number = 1 Value entered: 1 Random number = 4 Value entered: 4 Random number = 6 Value entered: 6 Random number = 0 Value entered: 0 Random number = 8 Value entered: 8 Random number = 7 Value entered: 7 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 2 Value entered: 2 Random number = 5 Value entered: 5 Random number = 8 Value entered: 8 Random number = 4 Value entered: 4 Random number = 3 Value entered: 3 Random number = 2 Value entered: 2 Random number = 4 Value entered: 4 Random number = 8 Value entered: 8 Random number = 2 Value entered: 2 Random number = 2 Value entered: 2 Random number = 5 Value entered: 5 Random number = 4 Value entered: 4 Random number = 0 Value entered: 0 Random number = 1 Value entered: 1 Random number = 1 Value entered: 1 Random number = 1 Value entered: 1 Random number = 0 Value entered: 0 Random number = 1 Value entered: 1 Random number = 9 Value entered: 9 Random number = 3 Value entered: 6 Random number = 8 Value entered: 8 Random number = 9 Value entered: 9 Random number = 1 Value entered: 1 Random number = 5 Value entered: 5 Random number = 4 Value entered: 4 Random number = 7 Value entered: 7 Random number = 9 Value entered: 9 Random number = 8 Value entered: 8 Random number = 6 Value entered: 6 Random number = 6 Value entered: 6 Random number = 4 Value entered: 4 Random number = 5 Value entered: 5 Random number = 7 Value entered: 7 Random number = 0 Value entered: 0 Random number = 6 Value entered: 6 Random number = 6 Value entered: 6 Random number = 3 Value entered: 3 Random number = 0 Value entered: 0 Random number = 5 Value entered: 5 Random number = 0 Value entered: 0 Random number = 5 Value entered: 5 Random number = 5 Value entered: 5 Random number = 5 Value entered: 5 Random number = 8 Value entered: 8 Random number = 4 Value entered: 4 Random number = 7 Value entered: 7 Random number = 9 Value entered: 9 Random number = 7 Value entered: 7 Random number = 2 Value entered: 2 Random number = 0 Value entered: 0 Random number = 5 Value entered: 5 Random number = 3 Value entered: 3 Random number = 8 Value entered: 8 Random number = 4 Value entered: 4 Random number = 6 Value entered: 6 Random number = 3 Value entered: 3 Random number = 4 Value entered: 4 Random number = 7 Value entered: 7 Random number = 8 Value entered: 8 Random number = 6 Value entered: 6 Random number = 2 Value entered: 2 Random number = 7 Value entered: 7 Random number = 7 Value entered: 7 Random number = 2 Value entered: 2 Random number = 7 Value entered: 7 Random number = 5 Value entered: 5 Random number = 7 Value entered: 7 Random number = 9 Value entered: 9 Random number = 6 Value entered: 6 Random number = 1 Value entered: 1 Random number = 6 Value entered: 6 Random number = 6 Value entered: 6 Random number = 9 Value entered: 9 Random number = 9 Value entered: 9 Random number = 2 Value entered: 2 Random number = 3 Value entered: 3 Random number = 5 Value entered: 5 Random number = 7 Value entered: 7 Random number = 9 Value entered: 9 Random number = 0 Value entered: 0 Random number = 9 Value entered: 9 Random number = 3 Value entered: 3 Random number = 4 Value entered: 4 Random number = 2 Value entered: 2 Random number = 6 Value entered: 6 Random number = 4 Value entered: 4 Random number = 8 Value entered: 8 Random number = 8 Value entered: 8 Random number = 5 Value entered: 5 Random number = 6 Value entered: 6 Random number = 6 Value entered: 6 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 3 Value entered: 3 Random number = 5 Value entered: 5 Random number = 8 Value entered: 8 Random number = 5 Value entered: 5 Random number = 3 Value entered: 3 Random number = 8 Value entered: 8 Random number = 9 Value entered: 9 Random number = 7 Value entered: 7 Random number = 7 Value entered: 7 Random number = 6 Value entered: 6 Random number = 9 Value entered: 9 Random number = 0 Value entered: 0 Random number = 6 Value entered: 6 Random number = 0 Value entered: 0 Random number = 5 Value entered: 5 Random number = 0 Value entered: 0 Random number = 8 Value entered: 8 Random number = 3 Value entered: 3 Random number = 2 Value entered: 2 Random number = 7 Value entered: 7 Random number = 9 Value entered: 9 Random number = 1 Value entered: 1 Random number = 3 Value entered: 3 Random number = 5 Value entered: 5 Random number = 4 Value entered: 4 Random number = 9 Value entered: 9 Random number = 7 Value entered: 7 Random number = 7 Value entered: 7 Random number = 8 Value entered: 8 Random number = 5 Value entered: 5 Random number = 5 Value entered: 5 Random number = 9 Value entered: 9 Random number = 1 Value entered: 1 Random number = 9 Value entered: 9 Random number = 5 Value entered: 5 Random number = 2 Value entered: 2 Random number = 4 Value entered: 4 Random number = 4 Value entered: 4 Random number = 0 Value entered: 0 Random number = 8 Value entered: 8 Random number = 4 Value entered: 4 Random number = 5 Value entered: 5 Random number = 8 Value entered: 8 Random number = 2 Value entered: 2 Random number = 6 Value entered: 6 Random number = 9 Value entered: 9 Random number = 9 Value entered: 9 Random number = 1 Value entered: 1 Random number = 8 Value entered: 8 Random number = 7 Value entered: 7 Random number = 4 Value entered: 4 Random number = 7 Value entered: 7 Random number = 8 Value entered: 8 Random number = 4 Value entered: 4 Random number = 0 Value entered: 0 Random number = 3 Value entered: 3 Random number = 3 Value entered: 3 Random number = 9 Value entered: 9 Random number = 1 Value entered: 1 Random number = 3 Value entered: 3 Random number = 4 Value entered: 4 Random number = 0 Value entered: 0 Random number = 6 Value entered: 6 Random number = 2 Value entered: 2 Random number = 2 Value entered: 2 Random number = 3 Value entered: 3 Random number = 0 Value entered: 0 Random number = 0 Value entered: 0 Random number = 2 Value entered: 2 Random number = 4 Value entered: 4 Random number = 1 Value entered: 1 Random number = 1 Value entered: 1 Random number = 0 Value entered: 0 Random number = 7 Value entered: 7 Random number = 3 Value entered: 6 Random number = 0 Value entered: 0 Random number = 8 Value entered: 8 Random number = 9 Value entered: 9 Random number = 2 Value entered: 2 Random number = 3 Value entered: 3 Random number = 9 Value entered: 9 Random number = 4 Value entered: 4 Random number = 7 Value entered: 7 Random number = 0 Value entered: 0 Random number = 6 Value entered: 3 Random number = 3 Value entered: 3 Random number = 8 Value entered: 8 Random number = 0 Value entered: 0 Random number = 4 Value entered: 4 Random number = 7 Value entered: 7 Random number = 1 Value entered: 1 Random number = 2 Value entered: 2 Random number = 4 Value entered: 4 Random number = 4 Value entered: 4 Random number = 6 Value entered: 6 Random number = 8 Value entered: 8 Random number = 3 Value entered: 3 Random number = 2 Value entered: 2 Random number = 4 Value entered: 4 Random number = 0 Value entered: 0 Random number = 0 Value entered: 0 Random number = 5 Value entered: 5 Random number = 8 Value entered: 8 Random number = 1 Value entered: 1 Random number = 1 Value entered: 1 Random number = 0 Value entered: 0 Random number = 5 Value entered: 5 Random number = 9 Value entered: 9 Random number = 4 Value entered: 4 Random number = 0 Value entered: 0 Random number = 7 Value entered: 7 Random number = 6 Value entered: 6 Random number = 4 Value entered: 4 Random number = 9 Value entered: 9 Random number = 5 Value entered: 5 Random number = 7 Value entered: 7 Random number = 1 Value entered: 1 Random number = 4 Value entered: 4 Random number = 0 Value entered: 0 Random number = 3 Value entered: 3 Random number = 4 Value entered: 4 Random number = 1 Value entered: 1 Random number = 1 Value entered: 1 Random number = 6 Value entered: 6 Random number = 1 Value entered: 1 Random number = 3 Value entered: 3 Random number = 6 Value entered: 6 Random number = 4 Value entered: 4 Random number = 1 Value entered: 1 Random number = 0 Value entered: 0 Random number = 0 Value entered: 0 Random number = 8 Value entered: 8 Random number = 5 Value entered: 5 Random number = 0 Value entered: 0 Random number = 7 Value entered: 7 Random number = 0 Value entered: 0 Random number = 8 Value entered: 8 Random number = 1 Value entered: 1 Random number = 6 Value entered: 6 Random number = 2 Value entered: 2 Random number = 7 Value entered: 7 Random number = 1 Value entered: 1 Random number = 0 Value entered: 0 Random number = 0 Value entered: 0 Random number = 8 Value entered: 8 Random number = 0 Value entered: 0 Random number = 1 Value entered: 1 Random number = 0 Value entered: 0 N = 600 Sum of Xs = 2698 Sum of Squares = 17138 Mean = 4.496666666666667 data set = [7, 0, 8, 2, 4, 0, 1, 9, 5, 5, 3, 1, 0, 5, 9, 7, 6, 3, 6, 7, 3, 6, 6, 4, 5, 7, 6, 0, 0, 8, 5, 2, 0, 2, 0, 1, 2, 4, 2, 5, 8, 2, 2, 5, 0, 8, 7, 8, 3, 6, 9, 6, 1, 4, 2, 4, 1, 2, 6, 0, 3, 9, 3, 7, 9, 8, 2, 9, 9, 3, 4, 6, 8, 5, 8, 9, 3, 8, 8, 3, 6, 4, 4, 6, 2, 2, 3, 3, 9, 0, 2, 7, 6, 6, 4, 4, 8, 0, 4, 7, 9, 8, 1, 9, 1, 7, 0, 4, 3, 3, 9, 6, 3, 7, 8, 9, 8, 1, 6, 6, 8, 1, 1, 8, 3, 5, 0, 7, 6, 7, 1, 3, 6, 3, 0, 0, 7, 8, 4, 1, 3, 2, 7, 4, 9, 8, 2, 2, 2, 6, 9, 5, 1, 2, 5, 3, 5, 8, 8, 8, 4, 5, 7, 3, 0, 9, 9, 3, 5, 2, 6, 3, 3, 1, 1, 6, 1, 8, 7, 7, 4, 4, 2, 6, 0, 2, 0, 6, 0, 1, 1, 7, 2, 7, 3, 6, 7, 1, 9, 2, 6, 3, 8, 7, 4, 5, 7, 5, 2, 2, 7, 9, 8, 7, 0, 7, 8, 2, 2, 4, 7, 1, 6, 2, 4, 0, 6, 9, 0, 8, 1, 9, 6, 7, 2, 5, 3, 0, 0, 7, 4, 2, 2, 8, 3, 3, 4, 2, 5, 1, 3, 5, 7, 3, 1, 9, 6, 7, 8, 8, 6, 8, 9, 3, 1, 6, 8, 0, 2, 9, 3, 6, 6, 8, 9, 8, 9, 2, 7, 1, 7, 3, 3, 7, 4, 5, 3, 6, 4, 7, 7, 6, 0, 0, 0, 2, 7, 2, 9, 5, 7, 3, 6, 0, 5, 6, 0, 2, 1, 7, 5, 4, 7, 0, 1, 3, 9, 2, 9, 0, 9, 0, 5, 3, 1, 1, 5, 7, 6, 5, 7, 7, 9, 5, 1, 8, 0, 2, 4, 6, 9, 3, 4, 7, 9, 5, 5, 4, 9, 9, 1, 1, 4, 6, 0, 8, 7, 3, 6, 2, 5, 8, 4, 3, 2, 4, 8, 2, 2, 5, 4, 0, 1, 1, 1, 0, 1, 9, 6, 8, 9, 1, 5, 4, 7, 9, 8, 6, 6, 4, 5, 7, 0, 6, 6, 3, 0, 5, 0, 5, 5, 5, 8, 4, 7, 9, 7, 2, 0, 5, 3, 8, 4, 6, 3, 4, 7, 8, 6, 2, 7, 7, 2, 7, 5, 7, 9, 6, 1, 6, 6, 9, 9, 2, 3, 5, 7, 9, 0, 9, 3, 4, 2, 6, 4, 8, 8, 5, 6, 6, 3, 6, 3, 5, 8, 5, 3, 8, 9, 7, 7, 6, 9, 0, 6, 0, 5, 0, 8, 3, 2, 7, 9, 1, 3, 5, 4, 9, 7, 7, 8, 5, 5, 9, 1, 9, 5, 2, 4, 4, 0, 8, 4, 5, 8, 2, 6, 9, 9, 1, 8, 7, 4, 7, 8, 4, 0, 3, 3, 9, 1, 3, 4, 0, 6, 2, 2, 3, 0, 0, 2, 4, 1, 1, 0, 7, 6, 0, 8, 9, 2, 3, 9, 4, 7, 0, 3, 3, 8, 0, 4, 7, 1, 2, 4, 4, 6, 8, 3, 2, 4, 0, 0, 5, 8, 1, 1, 0, 5, 9, 4, 0, 7, 6, 4, 9, 5, 7, 1, 4, 0, 3, 4, 1, 1, 6, 1, 3, 6, 4, 1, 0, 0, 8, 5, 0, 7, 0, 8, 1, 6, 2, 7, 1, 0, 0, 8, 0, 1, 0] Number of each entry: 0's - 67 1's - 55 2's - 58 3's - 61 4's - 57 5's - 53 6's - 65 7's - 68 8's - 59 9's - 57 294 odd numbers. 306 even numbers.
testrandom.py
Description: Binary data
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