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Logs are the raw data. Statistics are the summary. Stats tell you 100 people visited your site today; logs tell you who all of them were ( or what their IP address is anyway ), when they visited, and so on.
Because most people don't have time to actually read their logs, web hosting companies give us statistics so we can see things in the aggregate.
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