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I am doing a research project at University. Since the accounts and public_keys for EOS change dynamically. Sites like this https://eostracker.io only display 20 accounts per page and it doesn't display public_keys along with account names. Is there a way to get the latest version of available account names/public_keys on EOS mainnet?

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    eostracker has an API which may help you, and there are some more resources here. However, as far as I know, there's no easy way to do this besides inspecting all blocks in the log. mongodb plugin may make it easier in 1.1 release
    – confused00
    Commented Jul 17, 2018 at 0:42

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Best solution I can think of is running a mainnet node with --plugin eosio::mongo_db_plugin to get all accounts in a mongo collection. However, by default, the public keys are not stored in the collection, so you'd have to use $ cleos get account <account_name> to find all the keys associated with the account.

This is quite time/resources consuming, so I'd also be interested to read about more efficient solutions.

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You can use this service which does this periodically for you: https://www.eossnapshots.io/

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