Upload logs from matches into a magical stat machine made by Gentleman Jon, master of statistics. That does some more analysis on the logs to find total airshots and things like that. We can generate the graphs and comparisons after that.

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I think you'll run into problems trying to do it for UGC. Typically those matches are played on whatever servers the teams own. ESEA matches are all on ESEA official servers (most of the time) so there's never any worry of plugins missing or not working, stats not tracked, etc. ESEA servers tend to provide a consistent experience in terms of logs. I stand to be corrected, though.

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If you have any programming experience you can use the logs.tf api to do some basic stats on the data you get back, would probably save you some time

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I was looking at logs from ESEA Season 20 and saw some of them had values set to 0 or were plain empty (almost half of the S20 matches for some Invite teams). Is this normal? Does anyone know if there is a way to access the corrected logs?

Here are some examples:
https://play.esea.net/index.php?s=stats&d=match&id=5310659
https://play.esea.net/index.php?s=stats&d=match&id=5537542
https://play.esea.net/index.php?s=stats&d=match&id=5310653
https://play.esea.net/index.php?s=stats&d=match&id=5310660

logs were broken for a period in s20
afaik there isnt a way to fix them

A similar thing can happen with logs.tf if you don't have the plugins to add supplementary stats like accuracy

I'm at my first year of CS, and this afternoon I tried to make my logs.tf just for practice. It's reaaaaaaaally basic (it's all in the terminal), but if anyone is interested I can give it to him and try to improve it!