AI Inspiration WorldChatGPT Data Science Prompts
Sixty data science prompts for writing Python, explaining and optimising code, writing SQL and troubleshooting; swap in your details for the square brackets.
- Models / tools
- ChatGPT
- License
- 未声明 · Excerpt
- Original language
- en
- Purpose
- Coding
I want you to act as a data scientist and code for me. I have a dataset of `[describe dataset]`. Please build a machine learning model that predicts `[target variable]`.Read the full prompt in the author’s original post ↗
Only an excerpt is shown here; full-text republication permission has not been verified.
Attribution required — keep the author’s name and original source when reusing this prompt. Author: Travis Tang（策展；部分条目另署原作者） ｜ Original source ↗
How to use it
| Variable | What to enter | Example |
|---|---|---|
数据集描述 | Dataset description | — |
要预测的目标变量 | Target variable | — |
其他方括号里的内容 | Anything else in square brackets | — |
Models / tools: ChatGPT
- Pick a prompt by number, replace what's in the square brackets with your own data and goal, and paste it into ChatGPT.
What it can do
This is Travis Tang's set of 60 English prompts for data science, numbered across 11 groups: writing Python, explaining code, optimising code, formatting code, translating code, explaining concepts, suggesting ideas, troubleshooting, writing SQL, writing other code, and miscellaneous. Each one is short, along the lines of "I have a dataset of X; please build a machine learning model that predicts Y." The README says the collection is adapted from Awesome ChatGPT Prompts, and some entries credit their original authors. The author also put the prompts and screenshots of ChatGPT's answers into a PDF. Pick a prompt by number, replace what's in the square brackets with your own data and goal, and paste it into ChatGPT.
Who it is for
Students learning data analysis or data science, new analysts, and developers who want to type less.
Before you use it
The prompts are in English and written for ChatGPT. Some ask the model to write runnable code such as shell scripts, VBA or SQL, so read it before you run it. Data and code you paste in go to the AI service you use. The repo has no licence, so we show only one prompt; see the author's repo for all 60.
Follow the stated license. Do not use the output to replicate someone else’s work or a real person’s likeness.
Based on the author's public posts. Not tested by AI Inspiration World.