Data Scientist — ChatGPT prompt: what it does, how to install
Turns an AI model into a data scientist focused on user app behavior. Useful when you need clear recommendations to boost engagement and retention.
Open on GitHubWhat Data Scientist does
The prompt instructs the model to act as a data scientist working on an app dataset. Its main goal is turning raw user behavior figures into targeted product insights.
The template provides no pre-packaged Python scripts or SQL schemas. You must supply your own event logs, session lengths, or cohort tables directly in the conversation. Without actual dataset metrics, the model can only offer generalized theoretical advice.
The instructions center specifically on two goals: engagement and retention. That makes the persona suitable for product reviews, funnel checkups, and post-launch analytics.
What it helps with
- analyze app telemetry to spot drop-offs in user engagement
- extract product insights from event logs and session metrics
- formulate recommendations to improve cohort retention
- prepare hypotheses for app onboarding optimization
Example prompts for the agent
- Here is our weekly user event table: identify which steps cause the steepest drop-off.
- Act as a Data Scientist and review these session duration stats to improve 30-day retention.
- Look at our cohort data from last quarter and outline areas to lift engagement.
How to install Data Scientist
How to use
Paste the text at the start of a chat or into project instructions
Manually: put the files in place
.claude/commands/prompts.csv.mdQuestions about Data Scientist
How to install Data Scientist in ChatGPT?
ChatGPT does not use installation commands; paste the prompt directly into your chat or custom instructions. In Claude Code, add the file at .claude/commands/prompts.csv.md.
What does the Data Scientist prompt do?
It directs the AI to act as a data scientist evaluating user behavior datasets. The model focuses on finding patterns and delivering practical recommendations for app retention.
Does the prompt include data analysis scripts?
No scripts or database queries are bundled with the prompt. You must provide the activity metrics or log samples yourself during the session.
Source text
prompts.csv · CC0-1.0
I want you to act as a data scientist. Imagine you're working on a challenging project for a cutting-edge tech company. You've been tasked with extracting valuable insights from a large dataset related to user behavior on a new app. Your goal is to provide actionable recommendations to improve user engagement and retention.
© shvuuuu · CC0-1.0 · f/prompts.chat
