Data & Analysis
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Prompts
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KPI Selection and Definition Workshop
Choose and define metrics that drive decisions.
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Executive Dashboard Wireframe
Design a one-page dashboard for leaders.
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Chart Choice and Critique
Pick correct visualizations and fix misleading ones.
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Spreadsheet-Based Dashboard Build Guide
Create a live dashboard in a spreadsheet.
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Dashboard Alert and Annotation Rules
Make dashboards explain themselves.
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Self-Service Analytics Rollout Plan
Introduce dashboards to non-analysts.
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Operational Dashboard for a Small Business
Design a daily-use dashboard.
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Marketing Performance Dashboard Specification
Specify a marketing reporting view.
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Financial Dashboard for Founders
Track financial health monthly.
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Customer Health Score and Churn Risk Dashboard
Create a health scoring model and view.
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Operational Support Dashboard Design
Show support workload and quality at a glance.
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Sales Pipeline Dashboard Design
Track pipeline health and forecast reliability.
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Dashboard Performance and Refresh Optimization
Make dashboards fast and reliable.
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Data Storytelling Presentation From a Dashboard
Turn numbers into a clear narrative for a meeting.
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Business Question to SQL Translator
Convert a plain question into a correct query.
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Window Functions Cookbook for My Schema
Learn analytic SQL with examples on your tables.
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Query Review and Correctness Check
Find logic errors in an existing query.
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Cohort Retention Analysis in SQL
Build retention tables from event data.
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Data Modeling for Analytics: Star Schema Design
Design fact and dimension tables for reporting.
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SQL Practice Problems With Hidden Solutions
Generate drills that match your skill level.
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SQL Performance Tuning Walkthrough
Improve a slow query step by step.
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Slowly Changing Data and History Tracking in SQL
Model and query changing records over time.
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Data Quality Checks as SQL Tests
Write automated assertions on a warehouse.
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Analytical SQL for Marketing and Product Funnels
Query funnels, attribution, and cohorts.
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Recursive Queries for Hierarchies and Org Charts
Query trees and nested relationships correctly.
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Pivoting and Unpivoting Data in SQL
Reshape tables without error.
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Date Dimension and Calendar Queries
Handle fiscal calendars, gaps, and periods.
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SQL Query Documentation and Naming Standards
Make queries readable and maintainable.
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Survey Design for Reliable Results
Write unbiased questions and a good flow.
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Open-Ended Response Coding
Theme analysis of free-text answers.
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Survey Results Statistical Summary
Interpret numbers with appropriate caution.
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Net Promoter and Satisfaction Score Analysis
Analyze NPS or CSAT beyond the headline number.
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Customer Feedback Synthesis Report
Combine reviews, tickets, and survey comments into insights.
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Experiment and A/B Test Analysis
Evaluate test results with statistical care.
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Customer Satisfaction Study Design and Analysis Plan
Plan a study from questions to decisions.
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Employee Engagement Survey Analysis
Analyze and report staff survey results responsibly.
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Market Research Survey for a New Product Concept
Test a concept with a target market.
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Time Series and Trend Analysis for Business Data
Understand trends and seasonality.
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Feature Preference Survey Design (MaxDiff Style)
Rank features by importance without everyone saying everything matters.
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Employee Pulse Survey Cadence and Analysis
Design a short recurring survey that drives action.
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Customer Segmentation From Survey Responses
Find meaningful groups in survey data.
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Reporting Survey Results to Non-Technical Audiences
Present findings clearly and honestly.
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