ChatGPT-Data-Science-Prompts  by travistangvh

Collection of data science prompts for ChatGPT

created 2 years ago
1,550 stars

Top 27.4% on sourcepulse

GitHubView on GitHub
Project Summary

This repository offers a curated collection of 60 ChatGPT prompts specifically designed for data science tasks. It aims to assist data scientists, analysts, and developers in leveraging large language models for coding, explanation, optimization, and conceptual understanding within the data science domain. The prompts provide structured inputs to guide ChatGPT in generating code, debugging, explaining complex topics, and even offering career advice.

How It Works

The repository functions as a prompt library. Each prompt is a pre-formatted instruction designed to elicit specific, useful responses from ChatGPT. The prompts are categorized by task type (e.g., "Write Python," "Explain Code," "Troubleshoot Problem") and include placeholders [like this] for users to insert their specific context, dataset descriptions, code snippets, or conceptual queries. This structured approach ensures more consistent and relevant outputs from the LLM.

Quick Start & Requirements

  • Access to ChatGPT (OpenAI account required).
  • No installation needed; prompts are directly usable in the ChatGPT interface.
  • A PDF version of the collated prompts is available via a link in the README.

Highlighted Details

  • Comprehensive coverage of data science workflows, from data exploration and model training to code optimization and debugging.
  • Prompts are categorized for easy navigation and application to specific needs.
  • Includes prompts for explaining concepts at various levels of expertise (e.g., five-year-old to professor).
  • Features prompts for career coaching and suggesting portfolio projects.

Maintenance & Community

  • Curated by Travis Tang.
  • Adapted from the "Awesome ChatGPT" repository.
  • No explicit community links (Discord, Slack) or roadmap are provided in the README.

Licensing & Compatibility

  • The README does not specify a license.

Limitations & Caveats

  • Effectiveness is dependent on the user's ability to accurately fill in the bracketed placeholders.
  • The quality of ChatGPT's output can vary, and generated code may require further refinement or debugging.
  • No information is provided on the maintenance status or update frequency of the prompt list.
Health Check
Last commit

1 year ago

Responsiveness

Inactive

Pull Requests (30d)
0
Issues (30d)
0
Star History
37 stars in the last 90 days

Explore Similar Projects

Feedback? Help us improve.