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Can ChatGPT do data science?
We conducted two studies to understand the challenges faced by data scientists as they use ChatGPT.
Special thanks to our collaborators: Ananya Singha, Anna Fariha, Sumit Gulwani, Chris Parnin, and Ashish Tiwari. The tasks involved type casting, splitting columns, feature selection, and plotting on the publicly available New York EMS emergency calls dataset. They manually inspected the resulting dataframe, generated plots, checked for changes in descriptive statistics, and wrote scripts to provide further evidence.
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