All 4 pick N scripts are updated to include the latest updates, which are

1. Calculating HOT and COLD by the 1st and 3rd quartile rather than expectancy +/- 1 standard deviation.

2. Adding the number of rows since the last appearance of each digit in the distribution

3. Adding a function that adds the chi-square goodness of fit test and displays both the chi square statistic and the p value for the 150 draw sample.

The 4 versions of the script are

1. The production version, which runs the last 4 7 draw windows

2. The test version that steps through each of the last 7 draws

3. The development version, which is the sandbox for developing new features

And finally

4. The sliding window full history back test. This one outputs to a csv file and allows counting of some over all stats such as how many All Neutral draws happened and in what percent of all 7 draw windows at least 1 all neutral draw happened.

There is no window step through version for the Cash 4 Life, just production, back test and development. So in that light I am better than half way done.

And I have a legit use for the scipy library!

Good coding day!