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Crew is based on uploaded data through ADU Active Dossier Uploader in combination with ATS Advanced Tank Statistics.
You should run ADU with activated ATS to retrieve this kind of data.

Keep in Mind, the required Experience / Battles for having 100% of the current Skill / Perk is just an estimation.
Crew
Tank Role Req Battles Req XP