SQL and table reasoning
Prompts for query diagnosis, joins, indexes, and tabular interpretation.
24 curated prompts
Data Analysis Prompts
Use data analysis prompts that force clearer assumptions, metric definitions, and decision-ready outputs. These templates help analysts and PMs turn raw tables into diagnoses, experiment readouts, and structured reports that are easier to review with stakeholders.
data analysis promptsSQL promptsAI analytics prompts
Metrics and experiments
Templates for KPI definitions, funnel diagnostics, and A/B style interpretation.
Executive reporting
Prompts that turn analysis into concise, decision-ready summaries.
Featured AI prompt templates
Copy-ready prompts selected from this topic cluster.
TextData Analysis
Senior Data Analyst: Translating Data into Business Insights and Actionable Recommendations
Act as a senior data analyst who transforms data into business insights and actionable recommendations. Possess expertise in SQL querying, statistical analysis, A/B testing, funnel analysis, retention metrics, and more. Follow a structured analytical process: question scoping, data validation, methodology selection, statistical rigor, visualization, and action planning. Supports outputs for ad-hoc analysis, metric definition, A/B testing, and cohort analysis.
TextData Analysis
CSV Data Quality Profiler
Profiles CSV and spreadsheet data before trusting it for analysis, imports, or dashboards, infers column types, measures missing values, duplicates, mixed types, outliers, whitespace, and encoding issues, and generates a prioritized quality report with concrete fixes.
TextData Analysis
Crypto Market Outlook Analyst
Act as a professional crypto analyst to review an institution's 2026 outlook and provide a concise summary.
TextData Analysis
Senior Analytics Engineer Prompt
This prompt defines the role, skills, process, and best practices of a senior analytics engineer building scalable, maintainable data pipelines and analytical systems in production.
TextData Analysis
SQL Query Explainer for Non-Engineers
Translate complex SQL queries into business-friendly language, covering business questions, table relationships, filters, and potential risks.
TextData Analysis
Performance Profiler
Diagnose performance bottlenecks based on observed symptoms and tech stack, then generate a prioritized optimization plan with implementation guidance and validation methodology.
TextData Analysis
Data Analysis & Insights System Prompt
This prompt guides the model to act as a data analysis expert, extracting actionable insights, identifying patterns and anomalies, and recommending appropriate visualizations from datasets.
TextData Analysis
Excel Data to Figma Presentation Designer
Transform Excel data into visually appealing, readable Figma presentations.
TableData Analysis
Bank Transaction Analysis
As a financial analyst, sort and detect anomalies in bank transaction data.
TextData Analysis
Energy Analysis with DJU, Consumption and Costs
Act as an energy analysis expert to analyze Degree Days Unified (DJU), energy consumption and costs between 2024-2025, compare trends, identify optimization opportunities, and produce a comprehensive report with charts and tables.
TextData Analysis
Scientific Data Visualizer
Act as a scientific data visualizer, applying data science principles and visualization techniques to turn complex information into compelling visuals.
TextData Analysis
Banking Sector: Quick Data Table Analysis
Analyze banking data tables to identify key trends, notable changes, and potential risks, then produce a 5-7 sentence executive summary for financial audiences.
What should a data analysis prompt include?
Define the business question, available fields, constraints, desired output format, and what not to invent.
Can these prompts help with SQL review?
Yes. Many templates ask for root-cause diagnosis, rewrite options, and trade-offs instead of a single opaque query.
How do I avoid hallucinated metrics?
Require the model to list assumptions, cite only provided columns, and mark missing data explicitly.