Best AI Prompts for Data Analysis
15 curated prompts for data analysis
Prompts for data exploration, visualization, statistical analysis, and reporting.
This category is strongest across Claude , Gemini , ChatGPT . Use these pages to compare prompt patterns by tool, then drop into the individual prompt pages for copy-ready examples.
Survey Results Analyzer
This prompt turns raw survey data into a structured analysis report with actionable insights. It goes beyond simple tallying by identifying hidden pat...
CSV Data Analysis Report Generator
Turning raw data into actionable insights is where most analysis efforts stall. This prompt provides a structured analytical framework that ensures no...
Chart Type Recommender
This prompt provides expert-level data visualization guidance by analyzing your specific data and recommending the optimal chart type with detailed ju...
Data Dashboard Layout Planner
This prompt produces a complete dashboard design specification including layout structure, chart type recommendations, interaction patterns, and respo...
Data Visualization Recommender
This prompt helps analysts and data professionals select the most effective chart types for their specific data and audience. Rather than defaulting t...
KPI Dashboard Designer
This prompt generates a complete KPI dashboard specification including metric selection, calculation formulas, layout design, and drill-down architect...
Property Investment Analyzer
This prompt transforms Gemini into a real estate investment calculator and advisor that evaluates properties using the same financial metrics professi...
Spreadsheet Formula Builder
This prompt converts plain English descriptions of calculations into working spreadsheet formulas for Excel or Google Sheets. Whether you need a compl...
SQL Query Debugger
This prompt transforms ChatGPT into a SQL debugging assistant that systematically diagnoses and fixes problematic database queries. Whether your query...
A/B Test Design and Results Analyzer
Most A/B tests fail not because of bad ideas but because of poor experimental design: underpowered tests, peeking at results too early, or no pre-defi...
Cohort Analysis Interpreter
Cohort analysis is the most powerful tool for understanding retention, but interpreting cohort tables requires pattern recognition skills that take ye...
Customer Survey Response Analyzer
Customer survey data is only valuable if you can extract actionable insights from it, and many teams lack the analytical framework to do so systematic...
Data Dashboard Design and Layout
Designing effective data dashboards requires balancing information density with clarity, and choosing the right visualization for each metric. This pr...
Data Cleaning Script Generator
Data cleaning typically consumes 60-80% of any analysis project, yet it is often done ad-hoc with no documentation of what transformations were applie...
SQL Query Optimizer and Explainer
Slow SQL queries are one of the most common performance problems in production applications, and optimizing them requires understanding both the query...
Top Data Analysis Collections by Tool
Best Claude Prompts for Data Analysis
Curated Claude prompts for data analysis, visualization, statistical modeling, and insight extraction. Ready to copy and paste.
Best ChatGPT Prompts for Data Analysis
Curated ChatGPT prompts for data analysis, spreadsheets, Python scripts, and data visualization. Ready to copy and paste.
Best Gemini Prompts for Data Analysis
Curated Gemini prompts for data analysis, Google Sheets, visualization, and business intelligence. Ready to copy and paste.
Who These Data Analysis Prompts Help
Guides and Articles for Data Analysis
Prompt Engineering 101: A Beginner's Guide (2026)
Learn prompt engineering for beginners with a practical 101 guide. Master prompt structure, variables, templates, and better ChatGPT, Claude, and Gemini outputs.
BlogChatGPT vs Claude Prompting Guide (2026)
Learn the key differences between prompting ChatGPT and Claude. Side-by-side examples, strengths of each model, and when to use which for your AI workflows.
BlogHow to Write Better AI Prompts for Beginners
Learn the fundamentals of prompt engineering with practical examples. Master the art of writing AI prompts that get consistently useful results from ChatGPT, Claude, and Gemini.