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Some stats on april
avesano wrote
at 4:00 PM, Sunday May 3, 2020 EDT
Hi,

Here I present some statistics based on the games played in april. If you have some idea of other interesting stat that could be done, just let me know in comments...



Methodology :
I considered all the replays of the april games and studied them to obtain some info on the games played the last month. I had access only to the winner and the participants of the game, the profit or the winner and the day and the hour of the game.

I made the study under the software R (you can download it for free here : https://cran.r-project.org/). If you want the code, ask for it, I can share :)

N.B. : I had some issues with 130 games that I didn't take into consideration in the following.


The results :

Total number of games played : 16 570
Number of 7 players games : 1366 (8,25%)
Number of 6 players games : 1036 (6,25%)
Number of 5 players games : 1962 (11,84%)
Number of 4 players games : 1971 (11,89%)
Number of 3 players games : 3331 (20,10%)
Number of 2 players games : 6904 (41,67%)

Conclusion 1 : A lot of 2 players games...

Number of players (who played at least once) : 1049
Mean number of games for a player : 54
(=(7x1366 + 6x1366 + ...)/1049)
Repartition of the number of games (including tourneys) for the players :

Min. : 1
1st Quarter : 2 (25% of the players played less than 2 games !)
Median : 8 (half of players played less than 8 games)
3rd Quarter : 43 (75% played less than 43 games)
Max. : 992 (congrats convolution)

Conclusion 2 : Most of the players play few games, a minority is addicted. Here are the number of games of the 50 most addicted players :
285 288 295 299 303 306 311 313 329 333 337 339 355 356 356 357 359 361 362 366 372 376 380 381 387 388 395 425 426 459 459 473 474 485 493 515 563 581 600 602 606 613 623 661 723 750 771 841 868 992

And their names (not in order) :
"salassa" "PolarMan" "Vrayer" "avesano" "Aleksa_bre" "JamesKPolk" "PanzerRed" "samcormack" "KungFluFighter" "Sophia1" "Nicker_" "mann20069" "raul010" "dnzyc" "AIBotPlayer" "avigdor" "pdmt" "dragonfly500" "landi" "chipati" "wertrew" "kramwalkis" "zumo" "sosihui" "Monsanto" "mat333" "temazip" "Henrik" "Bouhaaa" "convolution" "Rafkrik" "atta de heerser" "vitaly" "Sharn Newmand" "Carloos" "goscha" "Mikkis" "ramik2006" "liramta" "DIVELIZ" "Armanelo" "rileyfinnpl" "Potittskrell" "NicDabby" "Juppi137" "KnightOfDoom" "Masta ov Deth" "Francisco Lezana" "cemeness" "hockey rox"

Repartition by tables :

0 tables : 5910 games played
(slim p : 1219, Captain Ramius : 985, chronogame : 13, Hero Of Time : 8, Hero Of Time Exp : 669, Jurgen : 2081, pipacs : 30, SOCRATES SLB : 905)

100 tables : 5841 games played
(Wuttt : 117, hcdug : 74, IFIGENIUS : 1898, Lord Magnus : 1341, simor10 : 2411)

500 tables : 601 games played
(1a2b : 339, Chris is King1 : 14, integral : 248)

2000 tables : 621 games played
(22 april : 406, twinky : 215)

5000 tables : 288 games played
(dirtytrolls : 195, Insulaner15 : 93)

Tourneys : 3258 games played
(100 : 550 games, 250 : 837 games, Europe : 189, Mini Freeroll : 471, Players Afternoon : 473, Players Evening : 303, Players Night : 269, others : 130)


Conclusion 3 : unsurprisingly, the "low tables" are more crowded...


Conclusion 4 : The mean of the profit of the winner by game increases all month long starting at 146 points by game for the winner the first day untill 741 points by game the last day.


Conclusion 5 : The frequency remains constant (around 550 games a day) all month long.

Repartition in the day :

Here is the repartition hour by hour of the games :
00 01 02 03 04 05 06 07 08 09
381 559 411 528 754 784 763 860 728 690

10 11 12 13 14 15 16 17 18 19 20 684 842 1000 1009 864 854 843 777 632 455 601

21 22 23
582 512 327

Conclusion 6 : The max is obtained between noon and 2 p.m. (american hour)

Hope you enjoyed it, see you around a table.

avesano

Replies 1 - 2 of 2
Black Flag wrote
at 5:03 PM, Sunday May 3, 2020 EDT
Good work ave. Next question: Do you flag me?
Louis Cypher wrote
at 5:44 AM, Monday May 11, 2020 EDT
Just a small comment in order to keep being a smart ass: There is no evidence for 1049 players but only for 1049 accounts that have been active.

At least I hope you were not able to identify alts by looking at the replays with a script ;-)

Thanks for the work - it shows there still is a little action in this.
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