Traditionally we are used to the process of data research with jupyter, whether it's notebook, lab, or notebook intergrations in IDEs. ClaudeCode is an assistant connected into your jupyter session and code for you. Like your reseach pair, it can take over the data you left, listen to your requirements and generate code then execute it for you. Whether it's a modification of the data or train a model. It will record history conversations and code generated. So it will keep context. And it's also aware of the data currently in the memory, especially for pandas dataframes' columns, meanings and dtypes.
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