Oliveira, Hudson Diego, and Cesar Augusto Tacla. " Benchmarking Agentic Capabilities of LLMs in Data Science: Prompt Analysis and Performance of Open-Weight Models." Anais do XX Workshop-Escola de Sistemas de Agentes, seus Ambientes e Aplicações, Cuiabá/MT, 2026. SBC, 2026, pp.360-371.