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just use sqlite

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SQLite Tutorial

Query SQLite Databases with Pandas | Python Tutorial

Query SQLite Databases with Pandas | Python Tutorial

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Python Database Connection | Connect Python to Database Step by Step | Python Series Day 28

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How to Filter Data in SQLite | SQLite Tutorial

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