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SQL, Pandas, and AI Agents Compared for Analytics Problem Solving

A comparison of SQL, Pandas, and AI agents reveals their effectiveness in solving analytics problems. The analysis measured execution times and agent prompts across three distinct problems and eight dimensions. The findings aim to clarify which tool offers the best performance for various analytical tasks. AI

IMPACT Provides insights into the comparative performance of AI agents against traditional tools like SQL and Pandas for analytics tasks.

RANK_REASON The cluster compares different tools for analytics problems, fitting the research category.

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SQL, Pandas, and AI Agents Compared for Analytics Problem Solving

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