SQL for Business Analysts Playbook: Turn Raw Data into Reports, Metrics, and Actionable Insights

By: Frost, Rion

SQL for Business Analysts Playbook is a practical, business-first guide to using SQL to turn database records into reliable reports, KPIs, performance analysis, and actionable business insights.

Instead of teaching commands in isolation, this book shows you how professional analysis actually works: start with the business question, define what the metric means, understand the data grain, build the query carefully, validate the result, and communicate only what the evidence supports.

No previous programming experience is required.

Inside, you will learn how to:

Translate stakeholder questions into measures, dimensions, populations, filters, and reporting periodsUnderstand tables, primary keys, foreign keys, relationships, and data grain before calculating metricsRetrieve, filter, sort, and transform business data with practical SQLBuild dependable KPIs using aggregation, grouping, ratios, percentages, and distinct countsJoin multiple tables without accidentally duplicating revenue, customers, orders, or other measuresClean missing, inconsistent, and incorrectly formatted business dataAnalyze dates, reporting periods, fiscal calendars, time zones, and incomplete periodsOrganize complex analysis with subqueries, CTEs, views, and intermediate resultsUse window functions for rankings, running totals, rolling metrics, period comparisons, and Top-N analysisInvestigate sales, revenue, products, regions, and performance changesAnalyze customers, segments, conversion funnels, cohorts, retention, repeat purchasing, and churnValidate row counts, relationships, totals, assumptions, and reporting outputs before publishing resultsBuild BI-friendly datasets that dashboards and other analysts can reuse confidentlyUnderstand important SQL portability differences across popular database platforms

Throughout the book, a consistent fictional business environment helps you apply new techniques to realistic commercial questions instead of disconnected syntax exercises.

The final capstone takes you from raw business tables to an executive-ready analytical report. You will define metrics, validate source data, analyze sales and customers, build funnel and retention analysis, compare results with targets, investigate major variances, reconcile the final numbers, and turn the evidence into useful business conclusions.

Whether you are an aspiring business analyst, spreadsheet user moving into databases, student, career switcher, working analyst, or SQL user who wants stronger business context, this playbook gives you a structured path from basic queries to analysis that other people can understand, verify, reuse, and trust.

• Format: Paperback
• Language: English
• ISBN: B0HF4NP6HT
• ISBN13: 9798192434314
• Release Date: August 2026
• Publisher: Independently Published
• Length: 224 Pages
• Weight: 0.61 lbs.
• Dimensions: 0.6" x 6.0" x 9.0"