I think OGS is in the unique position to finally answer the question of “how many games do you need to play to reach shodan?” Of course, quality of play matters. But it would be very interesting to plot two plots:
- Simple regression rank vs. number of games to look at the average number of games needed to reach a specific rank
- Violin plots (mean, median, quantiles) of games needed for each rank
Data preparation is important here, as we probably need to filter out outliers. I can’t code it for myself, but I’m happy to participate if someone is willing to do the coding. I can help with data preprocessing and statistics in both R and Python.