Data Analysis AI prompts
Excel, SQL, data visualization, KPIs and AI-powered reporting. Best for SQL, spreadsheets, dashboards, and KPI reviews, reporting workflows that need clearer logic, summarizing analysis into action-ready recommendations.
338
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5
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3
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Every prompt below is open. Copy it straight into ChatGPT, Claude, or Gemini.
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Filtered prompts
66 prompts match the current filters
Database Schema for A/B testing App
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Database Schema for A/B testing App” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Migration Script for sales performance Database
A timecoded script, shot list and claims/pronunciation/accessibility review checklist. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Migration Script for sales performance Database” with a timecoded script, shot list and claims/pronunciation/accessibility review checklist that can be checked against the supplied evidence.
Migration Script for dashboard design Database
A timecoded script, shot list and claims/pronunciation/accessibility review checklist. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Migration Script for dashboard design Database” with a timecoded script, shot list and claims/pronunciation/accessibility review checklist that can be checked against the supplied evidence.
Performance Tuning for dashboard design SQL
A SQL draft/review with column definitions, assumptions and validation cases. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Performance Tuning for dashboard design SQL” with a SQL draft/review with column definitions, assumptions and validation cases that can be checked against the supplied evidence.
SQL Query for user behavior Analysis
A SQL draft/review with column definitions, assumptions and validation cases. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “SQL Query for user behavior Analysis” with a SQL draft/review with column definitions, assumptions and validation cases that can be checked against the supplied evidence.
SQL Query for marketing analytics Analysis
A SQL draft/review with column definitions, assumptions and validation cases. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “SQL Query for marketing analytics Analysis” with a SQL draft/review with column definitions, assumptions and validation cases that can be checked against the supplied evidence.
SQL View for marketing analytics Reporting
A SQL draft/review with column definitions, assumptions and validation cases. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “SQL View for marketing analytics Reporting” with a SQL draft/review with column definitions, assumptions and validation cases that can be checked against the supplied evidence.
Stored Procedure for A/B testing Process
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Stored Procedure for A/B testing Process” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Stored Procedure for customer churn Process
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Stored Procedure for customer churn Process” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Database Schema for customer churn App
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Database Schema for customer churn App” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
SQL Query for sales performance Analysis
A SQL draft/review with column definitions, assumptions and validation cases. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “SQL Query for sales performance Analysis” with a SQL draft/review with column definitions, assumptions and validation cases that can be checked against the supplied evidence.
SQL View for marketing analytics Reporting
A SQL draft/review with column definitions, assumptions and validation cases. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “SQL View for marketing analytics Reporting” with a SQL draft/review with column definitions, assumptions and validation cases that can be checked against the supplied evidence.
Stored Procedure for A/B testing Process
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Stored Procedure for A/B testing Process” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Data Validation Query for customer churn DB
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Validation Query for customer churn DB” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Data Validation Query for cohort analysis DB
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Validation Query for cohort analysis DB” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Join Optimization for cohort analysis Queries
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Join Optimization for cohort analysis Queries” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Join Optimization for HR metrics Queries
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Join Optimization for HR metrics Queries” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Data Extraction for HR metrics Report
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Extraction for HR metrics Report” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Database Schema for inventory management App
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Database Schema for inventory management App” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Performance Tuning for sales performance SQL
A SQL draft/review with column definitions, assumptions and validation cases. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Performance Tuning for sales performance SQL” with a SQL draft/review with column definitions, assumptions and validation cases that can be checked against the supplied evidence.
Performance Tuning for user behavior SQL
A SQL draft/review with column definitions, assumptions and validation cases. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Performance Tuning for user behavior SQL” with a SQL draft/review with column definitions, assumptions and validation cases that can be checked against the supplied evidence.
SQL View for user behavior Reporting
A SQL draft/review with column definitions, assumptions and validation cases. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “SQL View for user behavior Reporting” with a SQL draft/review with column definitions, assumptions and validation cases that can be checked against the supplied evidence.
Data Validation Query for A/B testing DB
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Validation Query for A/B testing DB” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
ETL Query for cohort analysis Data Pipeline
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “ETL Query for cohort analysis Data Pipeline” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Stored Procedure for financial reporting Process
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Stored Procedure for financial reporting Process” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
ETL Query for customer churn Data Pipeline
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “ETL Query for customer churn Data Pipeline” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Data Extraction for financial reporting Report
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Extraction for financial reporting Report” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
SQL View for inventory management Reporting
A SQL draft/review with column definitions, assumptions and validation cases. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “SQL View for inventory management Reporting” with a SQL draft/review with column definitions, assumptions and validation cases that can be checked against the supplied evidence.
Join Optimization for A/B testing Queries
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Join Optimization for A/B testing Queries” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Join Optimization for HR metrics Queries
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Join Optimization for HR metrics Queries” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
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Related categories
Explore adjacent prompt libraries that support data analysis workflows.
Programming & Dev
Code, debugging, architecture, DevOps and AI-powered development
Finance & Accounting
Financial planning, investments, taxes and cash flow management
Project Management
Planning, agile, risk management, communication and deliverables
SEO & Traffic
On-page optimization, link building, SEO content and organic traffic
How to use Data Analysis prompts well
Start with the prompt closest to your workflow, replace any placeholders with your own context, and tell the model what a good output looks like. The fastest improvement usually comes from clearer context, tighter constraints, and a more specific deliverable.
This category is especially useful for SQL, spreadsheets, dashboards, and KPI reviews. Treat the prompt as the execution layer, then refine it into a reusable workflow once you know it solves a real recurring problem.