The vendors in many cases obtain that sensitive information by recruiting insiders from Chinese surveillance agencies and government contractors and then reselling their access, no questions asked, to online buyers.
China has created this massive surveillance apparatus, and ordinary individuals find themselves working in a system where there's not much economic and social mobility, and where they have unfettered access to these databases of information.
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