ChatGPT Prompts for Data Science

Overview

A GitHub repository curating 60 prompts designed to guide ChatGPT through common data science tasks. Each prompt is a ready-to-use instruction for generating code, explanations, or analysis steps.

Best for

Best for
Data scientists and analysts who want a quick, structured way to leverage ChatGPT for routine data tasks.

Use cases

• Generate data cleaning and preprocessing code from natural language descriptions
• Obtain step-by-step explanations of statistical methods or machine learning algorithms
• Create data visualization code (e.g., matplotlib, seaborn) for specific chart types

Notes

A GitHub repository curating 60 prompts designed to guide ChatGPT through common data science tasks. Each prompt is a ready-to-use instruction for generating code, explanations, or analysis steps.

1,615 stars on GitHub. Last updated 2023-12-28.

Use cases

• Generate data cleaning and preprocessing code from natural language descriptions
• Obtain step-by-step explanations of statistical methods or machine learning algorithms
• Create data visualization code (e.g., matplotlib, seaborn) for specific chart types

Pros

• Curated collection saves time crafting prompts from scratch
• Covers a broad range of fundamental data science workflows
• Open-source and community-maintained with visible star count indicating usefulness

Cons

• Limited to 60 prompts; may not address specialized or advanced tasks
• Effectiveness depends entirely on ChatGPT’s current capabilities and model version
• No built-in testing or validation of prompt outputs

Indexed from awesome-generative-ai and enriched against its public facts.