A data science prompt for exploratory analysis, feature engineering, model selection and reporting. Paste a data description or a pandas or scikit-learn snippet and get explained code and next steps.
What you get
- EDA guidance based on the data you describe
- Feature engineering suggestions
- Model selection advice, for example a stratified split and a class-weighted model for a 9:1 imbalanced target
- Explained code built on the fragments you paste
- Help structuring results for reporting
- A plain-text file, ai-data-science-assistant-skill.txt
Who it's for
Analysts and data scientists at an intermediate level who already work in Python and want a second pair of eyes on the next step. It does not run your code; you run it and come back with results.
Works with Claude, ChatGPT and other AI chats.