Data Scientist
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…
Prompt
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.
How to use this prompt
- 1
Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.
- 2
Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.
- 3
Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.
Techniques in this prompt
Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.
Learn this techniqueRecommended models
Build on this prompt
Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.
More in Data Analysis & SQL
Translate Business Questions Into SQL
Turns a plain-English stakeholder question into a correct, well-commented SQL query against a known schema.
Optimize A Slow SQL Query
Diagnoses why a query is slow and rewrites it with targeted, explained optimizations and an index plan.
Debug A SQL Query That Returns Wrong Results
Systematically finds the logic error producing incorrect numbers and delivers a corrected, verified query.
Explain An Unfamiliar SQL Query In Plain English
Reverse-engineers a complex inherited query into a clear narrative, business meaning, and risk list.