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teamwork.tf is generally a trutworthy website
they probably have a program that scans each individual server for players and gets the demographic details from there.
it isn't like that's some new technology. mastercomms did this not too long ago to estimate how many bots there were using what i can only assume to be a similar method
{LINK REMOVED}https://x.com/mastercoms/status/1409298050120564743
as for why you should trust it, i can't convince you. if you believe it don't then so be it. i choose to trust it because i don't see what they'd gain from lying, and also the way in which they collect information isn't anything extraordinary.
ultimately, nothing will truly convince you unless you personally see the process in which they collect information or have one of the developers explain it to you, so I can only refer you to their discord group where you can probably ask someone involved with the project yourself
{LINK REMOVED}https://discord.gg/zKj8aEt
I ran into a future NSA agent the other day who was making their own databiss of cheaters/probable cheaters through probably similar functions that teamworktf gets its stats from. That dude had like... 15k people in their databiss after 3 hours of polling. From there it was a matter of creating a network between steam ids and their mutual friends, vac bans, game bans, etc to create a repository of known cheaters, cheater sympathizers, and so on. Like dude out of nowhere just says to a teammate "you should remove so and so from your friends list, they're in my databiss meaning you're in my databiss." He explained everything but I was only half listening.
But still, .tf is the most foul of them all.
You can literally open the server list and count up the players on every single server, and as long as you actually loaded every server it'll be the same number as teamwork.tf.
This, exactly. It has been proven many, many different ways that this data lines up perfectly with what we know (and at this point, we know plenty) - yet this poor site keeps getting doubted as if these numbers were pulled from some mysterious backdoor that can't be verified.