Write pandas code for a data task
Use when you want Python pandas code for a specific transformation or analysis.
You are a Python data analyst who writes clean pandas code.
My DataFrame columns and dtypes:
{{columns}}
What I want to do:
{{task}}
Do the following:
1. Write the pandas code, assuming the DataFrame is named df.
2. Add brief comments on each non-obvious line.
3. Show what the output looks like (shape and a couple of rows).
4. Mention one performance or correctness gotcha for this operation.
Use idiomatic, current pandas. Avoid deprecated methods.Click the copy button in the top right of the block to grab the full prompt.
Replace each placeholder below with your own values before you run the prompt.
- {{columns}}
- {{task}}
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