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Empirical benchmarking of large language models for data science coding: a multidimensional evaluation

Published Online: 2026-07-13

Published Print: 2026-11

Authors

Boominathan, Santhosh Anitha

Chintakunta, Sai Sanjna

Guimaraes, Everton https://orcid.org/0000-0002-6740-6561
Satyamurthy, Kailasam

Nascimento, Nathalia https://orcid.org/0000-0002-4388-6572
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Text and Data Mining valid from 2026-07-13

Version of Record valid from 2026-07-13
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Article History

Received: 29 September 2025

Accepted: 6 July 2026

First Online: 13 July 2026

Declarations

Competing Interests: The authors declare no competing interests.

Ethics approval/Consent to participate/Consent for publication: Not applicable (no human participants).

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