ChatGPT Prompts for Data Science
FreeA repository of useful data science prompts for ChatGPT.
FreeFree tier
About ChatGPT Prompts for Data Science
A curated open-source repository containing 60 data science prompts for ChatGPT, created by Travis Tang. The prompts cover a wide range of data science tasks including writing Python code, SQL queries, machine learning model training (classification, time series), hyperparameter tuning, data exploration and visualization, feature importance analysis, code optimization and translation, and troubleshooting. Each prompt is designed with placeholder brackets for easy customization, and the repository includes a PDF with example responses and screenshots. It is adapted from the Awesome ChatGPT repo specifically for data science use cases.
Key Features
Curated collection of 60 data science prompts
Covers Python coding, SQL, code optimization, explanation, and translation
Includes machine learning prompts: classification, hyperparameter tuning, time series, feature importance
Prompts for data exploration and visualization with Matplotlib
Placeholder syntax for easy customization
Open source repository on GitHub
Includes PDF with example responses and screenshots
Pros & Cons
Pros
- Free and open source
- Curated collection of 60 prompts covering a wide range of data science tasks
- Prompts are ready-to-use with customizable placeholders
- Includes example responses in PDF format for reference
- Easy to navigate table of contents
Cons
- Prompts are generic and require manual customization
- Requires a ChatGPT subscription to use the prompts
- Output quality depends on ChatGPT's capabilities and limitations
- Repository last updated may be infrequent
Best For
Data scientists seeking prompt templates for ChatGPTLearning data science concepts through interactive ChatGPT sessionsAutomating code generation for data analysis and modeling tasksDebugging and optimizing data science code with AI assistanceQuickly generating synthetic data or regex patterns for data preprocessing
FAQ
How many prompts are included in this repository?
The repository includes 60 data science prompts for ChatGPT.
Who created this repository?
It was curated by Travis Tang.
How do I use the prompts?
Copy the desired prompt, replace the text in [square brackets] with your own details, and input it into ChatGPT.
What types of tasks do the prompts cover?
Prompts cover writing Python, SQL, code optimization, machine learning (classification, time series, hyperparameter tuning), data exploration, visualization, and more.
Is there any documentation or examples?
Yes, the repository provides a PDF with collated prompts and screenshots of ChatGPT responses.