* refactor: clean to roadmap content * refactor: move shared helpers into scripts/lib
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Pandas
Pandas integrates with SQL through pd.read_sql(), which executes a SQL query against a database connection and returns the result as a DataFrame. This allows analysts to leverage SQL for initial data extraction and filtering while using Pandas for downstream manipulation and analysis.
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