This data is collected directly from Dota 2 system and presented as is. It covers nearly all ranked players is not affected by third-party sharing option.

The dataset aims to capture all DOTA players, which is not technically possible due to limitation of the access to data. A small fraction of the player base may remain hidden, but active players will likely not.