That graph disappoints me. I want to be in one of the bits with barely anyone in! (Preferrably on the right, though!) The graph appears to show a massive influx of new members, which is why there is such a huge amount near 1200.
www.chess.com. Stats %: White Win, Black Win, Draw!
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It does give me heart. I sort of wallow around 1500, and there seems such a cosmic difference between me and the top. But the vast majority of players are not as good as me (about 75% of them) 
I expect the high number of moves is due to people finding the correct answers to tactics more regulary, which reduces the number of miniatures and increases the number of endgames.
My Average Moves per game looks twice better, because the games was shorter!
Anyway, the better it looks, the better Technical Skills of Player!
Moves
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Players - Online Chess
| Players: | 57809 |  Rating Distribution |
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| Average Rating: | 1350 | ||
| Average Glicko RD: | 130 | ||
| White Wins: | 50% | ||
| Black Wins: | 46.6% | ||
| Draws: | 3.3% | ||
| Avg. Moves/Game: | 53 | ||
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You could get a better picture of the move data if we could calculate the median. mode, and include the standard deviation of the number of moves. Average is only one calc for central tendency and other 2 should be evaluated at the same time. Get me some raw data and I can plug and chug.
Moves of
ozzie_c_cobblepot
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Players - Online Chess
Rating Distribution