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Player population (statistics)

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jylpah #1 Posted 17 December 2019 - 12:44 AM

    First Sergeant

  • Player
  • 22275 battles
  • 5,124
  • [AFK]
  • Member since:
    08-05-2014

Hello,

 

I have been working on the scripts (https://github.com/Jylpah/blitz-tools) to add new functionality : analysis of the player population based on the replays. I have not updated the GitHub version yet, but here are the first results based on 82 replays (all T-54 i.e. tier IX and played in late August - early September). The population data does not include myself, only the teammates and enemies. Actually the script also excludes ones' platoon buddies if any. 

 

The Win rate here is not the players global WR, but WR and all other stats (including battle count) in the tier of tank he played.

 

Win rate     | Allies        | Enemies       | TOTAL
0% - 35%     |     1 ( 0.2%) |     3 ( 0.5%) |     4 ( 0.4%)
35% - 40%    |    16 ( 3.3%) |    28 ( 4.9%) |    44 ( 4.1%)
40% - 45%    |   104 (21.1%) |   122 (21.3%) |   226 (21.2%)
45% - 50%    |   152 (30.9%) |   187 (32.6%) |   339 (31.8%)
50% - 55%    |   134 (27.2%) |   142 (24.7%) |   276 (25.9%)
55% - 60%    |    60 (12.2%) |    67 (11.7%) |   127 (11.9%)
60% - 65%    |    19 ( 3.9%) |    16 ( 2.8%) |    35 ( 3.3%)
65% -        |     6 ( 1.2%) |     9 ( 1.6%) |    15 ( 1.4%)

 

Avg. Dmg.    | Allies        | Enemies       | TOTAL
0 - 250      |     1 ( 0.2%) |     0 ( 0.0%) |     1 ( 0.1%)
250 - 500    |     0 ( 0.0%) |     3 ( 0.5%) |     3 ( 0.3%)
500 - 1000   |    73 (14.8%) |   101 (17.6%) |   174 (16.3%)
1000 - 1500  |   182 (37.0%) |   252 (43.9%) |   434 (40.7%)
1500 - 2000  |   185 (37.6%) |   161 (28.0%) |   346 (32.5%)
2000 - 2500  |    45 ( 9.1%) |    50 ( 8.7%) |    95 ( 8.9%)
2500 - 3000  |     5 ( 1.0%) |     7 ( 1.2%) |    12 ( 1.1%)
3000 -       |     1 ( 0.2%) |     0 ( 0.0%) |     1 ( 0.1%)

 

Battles      | Allies        | Enemies       | TOTAL
0k - 1k      |   151 (30.7%) |   197 (34.3%) |   348 (32.6%)
1k - 3k      |   156 (31.7%) |   191 (33.3%) |   347 (32.6%)
3k - 5k      |    64 (13.0%) |    76 (13.2%) |   140 (13.1%)
5k - 10k     |    76 (15.4%) |    66 (11.5%) |   142 (13.3%)
10k - 15k    |    23 ( 4.7%) |    24 ( 4.2%) |    47 ( 4.4%)
15k - 25k    |    17 ( 3.5%) |    16 ( 2.8%) |    33 ( 3.1%)
25k - 50k    |     5 ( 1.0%) |     4 ( 0.7%) |     9 ( 0.8%)
50k -        |     0 ( 0.0%) |     0 ( 0.0%) |     0 ( 0.0%)

 

I am planning to run the analysis for newer replays + to different tiers once I have time to fix few bugs there. I also might change the basis of stats to global stats vs cumulative stats. I also try to find a way to do comparison of the player population at different tiers and between now and year ago.

Edited by jylpah, 17 December 2019 - 05:53 AM.

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minitelrose #2 Posted 17 December 2019 - 01:21 AM

    First Sergeant

  • Player
  • 78153 battles
  • 8,110
  • [AFK]
  • Member since:
    07-06-2014

The return of Jylpah the great !


Read my guides there

"I want the game to be just how it was launched, no MM limitations for platoons, some unbalanced match once in a while, and friendly fire should come back as well. The only thing they should remove is statistics." -phony1907, 08 July 2016, 05:45pm - 

I want just that, and replay files.

 


Mjr_Eazy #3 Posted 17 December 2019 - 02:05 AM

    First Sergeant

  • Player
  • 31860 battles
  • 7,275
  • [BT_SV]
  • Member since:
    04-26-2017

Nice one m8, that’s better than my cruddy hack on my fork....

I look forward to it’s push to git :)


547146227.png

 


jylpah #4 Posted 17 December 2019 - 05:54 AM

    First Sergeant

  • Player
  • 22275 battles
  • 5,124
  • [AFK]
  • Member since:
    08-05-2014

View PostMjr_Eazy, on 17 December 2019 - 04:05 AM, said:

Nice one m8, that’s better than my cruddy hack on my fork....

I look forward to it’s push to git :)

 

Soon, soon. I am using a database setup on my end so now I need to debug the script that it works also without the database setup...


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gallabru #5 Posted 17 December 2019 - 07:50 AM

    Senior Sergeant

  • Player
  • 17980 battles
  • 641
  • [LAGER]
  • Member since:
    09-01-2016
Nice to see you back here. This is an interesting way of tackling the playerbase distrubution.


If I understand these are the career stats of the players you have seen while playing tbe T54, irrespective of the tier they were playing ?
It is amazing that you saw so many low battle count players. Was it on a reroll account ?

My team stats in real time  : http://forum.wotblit...ats-repository/

Carlsberg clan family is recruiting. Contact us.


minitelrose #6 Posted 17 December 2019 - 08:50 AM

    First Sergeant

  • Player
  • 78153 battles
  • 8,110
  • [AFK]
  • Member since:
    07-06-2014

View Postgallabru, on 17 December 2019 - 08:50 AM, said:

Nice to see you back here. This is an interesting way of tackling the playerbase distrubution.


If I understand these are the career stats of the players you have seen while playing tbe T54, irrespective of the tier they were playing ?
It is amazing that you saw so many low battle count players. Was it on a reroll account ?

During weekend I played and had many games with ca 5K players


Read my guides there

"I want the game to be just how it was launched, no MM limitations for platoons, some unbalanced match once in a while, and friendly fire should come back as well. The only thing they should remove is statistics." -phony1907, 08 July 2016, 05:45pm - 

I want just that, and replay files.

 


jylpah #7 Posted 17 December 2019 - 03:04 PM

    First Sergeant

  • Player
  • 22275 battles
  • 5,124
  • [AFK]
  • Member since:
    08-05-2014

View Postgallabru, on 17 December 2019 - 09:50 AM, said:

Nice to see you back here. This is an interesting way of tackling the playerbase distrubution.


If I understand these are the career stats of the players you have seen while playing tbe T54, irrespective of the tier they were playing ?
It is amazing that you saw so many low battle count players. Was it on a reroll account ?

 

These are career stats _for the same tier tanks the player played in that battle_. In case of tier IX, the player stats are mix of VIII-X stats. 

 

 


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jylpah #8 Posted 17 December 2019 - 10:20 PM

    First Sergeant

  • Player
  • 22275 battles
  • 5,124
  • [AFK]
  • Member since:
    08-05-2014

The replay analysis script has been updated in GitHub (for all those two users :-D)

 

You need to update the blitzutils.py too (just take all updated).


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Mjr_Eazy #9 Posted 18 December 2019 - 12:04 AM

    First Sergeant

  • Player
  • 31860 battles
  • 7,275
  • [BT_SV]
  • Member since:
    04-26-2017

View Postjylpah, on 17 December 2019 - 10:20 PM, said:

The replay analysis script has been updated in GitHub (for all those two users :-D)

 

You need to update the blitzutils.py too (just take all updated).


Nice one m8, I’d have thought you’d have got another user by now but I guess it’s just easier to cry about losses and blame MM ;)


547146227.png

 


gallabru #10 Posted 18 December 2019 - 12:25 PM

    Senior Sergeant

  • Player
  • 17980 battles
  • 641
  • [LAGER]
  • Member since:
    09-01-2016
Thx

My team stats in real time  : http://forum.wotblit...ats-repository/

Carlsberg clan family is recruiting. Contact us.


jylpah #11 Posted 18 December 2019 - 05:36 PM

    First Sergeant

  • Player
  • 22275 battles
  • 5,124
  • [AFK]
  • Member since:
    08-05-2014

View PostMjr_Eazy, on 18 December 2019 - 02:04 AM, said:


Nice one m8, I’d have thought you’d have got another user by now but I guess it’s just easier to cry about losses and blame MM ;)

 

I think there are few, but still pretty far from GitHub top 10 downloads :harp:


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szkaraj #12 Posted 22 December 2019 - 02:50 AM

    Senior Sergeant

  • Player
  • 42719 battles
  • 792
  • [AFK]
  • Member since:
    05-16-2015

View Postjylpah, on 18 December 2019 - 05:36 PM, said:

 

I think there are few, but still pretty far from GitHub top 10 downloads :harp:

Hy mate,

How does this GitHub work? I download, install and run while i play, or run it after games? Does it send you data automatickly?


The easy day was yesterday.


gallabru #13 Posted 22 December 2019 - 01:06 PM

    Senior Sergeant

  • Player
  • 17980 battles
  • 641
  • [LAGER]
  • Member since:
    09-01-2016
It is a tool for analysing your replays.
You have to save replays.
You send them as a baych (you can select all) to replays@wotbinspector.com from your ingame interface.
You will receive the replays in your email box
You download them in a folder on your computer and run the python scripts

My team stats in real time  : http://forum.wotblit...ats-repository/

Carlsberg clan family is recruiting. Contact us.


szkaraj #14 Posted 22 December 2019 - 09:49 PM

    Senior Sergeant

  • Player
  • 42719 battles
  • 792
  • [AFK]
  • Member since:
    05-16-2015

View Postgallabru, on 22 December 2019 - 01:06 PM, said:

It is a tool for analysing your replays.
You have to save replays.
You send them as a baych (you can select all) to replays@wotbinspector.com from your ingame interface.
You will receive the replays in your email box
You download them in a folder on your computer and run the python scripts

Ok. And then I send results to jylpah?


The easy day was yesterday.


jylpah #15 Posted 25 December 2019 - 09:31 PM

    First Sergeant

  • Player
  • 22275 battles
  • 5,124
  • [AFK]
  • Member since:
    08-05-2014

View Postszkaraj, on 22 December 2019 - 11:49 PM, said:

Ok. And then I send results to jylpah?

 

No please :-)

 

How the scripts (analyze_wotb_replays.py) works?

 

  1. First you need to transfer / copy the replay files from your gaming device to a computer. I use iPad and iCloud Drive to transfer the replays to my computer.
  2. Then follow the instructions here: https://github.com/Jylpah/blitz-tools/blob/master/README.md

 

Remember, before you can analyze the replays, those needs to be posted to WoTinspector.com using the replay uploader since the analysis script does NOT read the replay files itself, but the JSON files returned by WoTinspector.com.


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Jylpah @EU  Jylpah @Asia  Blitz-tools  


jylpah #16 Posted 25 December 2019 - 09:35 PM

    First Sergeant

  • Player
  • 22275 battles
  • 5,124
  • [AFK]
  • Member since:
    08-05-2014

Just note to the 3+1 (Szkaraj?) users of the scripts. I recently made a major update and integrated cache database (Sqlite3) into the script. This makes repeated analyses far faster since the script can read cached stats from local database instead of fetching those from WG API.

 

If you have use the blitzutils.py in your own scripts, please note that all the function names have been changed according to Python coding style guide and that there new nice helper functions.


BlitzAnalysiz.com  In-depth analysis of WoT Blitz game statistics

Jylpah @EU  Jylpah @Asia  Blitz-tools  


szkaraj #17 Posted 25 December 2019 - 09:37 PM

    Senior Sergeant

  • Player
  • 42719 battles
  • 792
  • [AFK]
  • Member since:
    05-16-2015

View Postjylpah, on 25 December 2019 - 09:35 PM, said:

Just note to the 3+1 (Szkaraj?) users of the scripts. I recently made a major update and integrated cache database (Sqlite3) into the script. This makes repeated analyses far faster since the script can read cached stats from local database instead of fetching those from WG API.

 

If you have use the blitzutils.py in your own scripts, please note that all the function names have been changed according to Python coding style guide and that there new nice helper functions.


Oki, thx. Maybe i give it a try.

 


The easy day was yesterday.






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