Panda Topic
Research on Pandas, a Python library for data analysis, focuses on improving its usability and accessibility. Current efforts involve developing methods for safe and efficient data querying using large language models (LLMs) like GPT-4, aiming to streamline data analysis workflows while protecting data privacy. Analysis of developer discussions reveals common challenges and popular topics within Pandas, informing the development of better educational resources and tools. This work ultimately aims to enhance the effectiveness and accessibility of data analysis for a broader range of users.
Papers
January 27, 2024