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AI prompts for python

Copy-ready prompts for python. Replace the [brackets] with your own details for the best results.

Python

Write a Python script with explanations

Get working Python code plus an explanation of how it works.

Write a Python script that [describe the task]. Input: [describe input data/format] Output: [describe expected output] Python version: [e.g. 3.12] Libraries allowed: [e.g. standard library only, pandas] Requirements: clear variable names, comments for non-obvious parts, error handling for [likely problems], and a small example of how to run it. After the code, explain how it works in plain English and list any assumptions you made.

How to use it

Run the code on test data first. Read the assumptions list and correct any that are wrong.

Details
Python

Clean a dataset with pandas

Generate pandas code to clean and summarise a messy CSV.

I have a CSV with these columns and sample rows: [paste column names and 5 sample rows — remove personal data] Problems I see: [e.g. missing values, mixed date formats, duplicates] Goal: [e.g. monthly sales totals by region] Write pandas code that loads the file, fixes these problems step by step with comments explaining each choice, and produces the goal output. Print row counts before and after each cleaning step so I can check nothing was lost unexpectedly.

How to use it

Never paste real customer data into an AI tool; use anonymised samples.

Details

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