UPDATE: Valve has since fixed the rank distribution, see the updated distribution here: [ Ссылка ]

Sign up for free: [ Ссылка ]

Static graphs: [ Ссылка ]

Notes on the data used for this project:
This study looks at CS:GO accounts that were active between May 2020 and May 2021. This left us with 7 million accounts from around the globe. 40% of these accounts did not have region data publicly available for them, and were therefore excluded from analysis. We are operating on the assumption that these unknown accounts were randomly distributed in terms of rank and region, but if that is not the case then these results could be skewed as a result. If you would like, you can check out the raw data about halfway down this blog post: [ Ссылка ]

Code for running the normality test:
[ Ссылка ]

Resources for understanding the normality test:
[ Ссылка ]
[ Ссылка ]

Chapters
00:00-00:24 Introduction
00:25-00:37 The Data
00:38-01:09 What's a Normal Distribution?
01:10-02:11 How does the MM Data Compare?
02:12-04:56 Implications of skewed rank distribution
04:57-06:19 Is this just related to player count?
06:20-6:40 Conclusions
06:41-06:54 Sign up for free at leetify.com

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