Book Image

Data Analysis Using SQL and Excel - Second Edition

By : Gordon S. S. Linoff
Book Image

Data Analysis Using SQL and Excel - Second Edition

By: Gordon S. S. Linoff

Overview of this book

Data Analysis Using SQL and Excel, 2nd Edition shows you how to leverage the two most popular tools for data query and analysis—SQL and Excel—to perform sophisticated data analysis without the need for complex and expensive data mining tools. Written by a leading expert on business data mining, this book shows you how to extract useful business information from relational databases. You'll learn the fundamental techniques before moving into the "where" and "why" of each analysis, and then learn how to design and perform these analyses using SQL and Excel. Examples include SQL and Excel code, and the appendix shows how non-standard constructs are implemented in other major databases, including Oracle and IBM DB2/UDB. The companion website includes datasets and Excel spreadsheets, and the book provides hints, warnings, and technical asides to help you every step of the way. Data Analysis Using SQL and Excel, 2nd Edition shows you how to perform a wide range of sophisticated analyses using these simple tools, sparing you the significant expense of proprietary data mining tools like SAS.
Table of Contents (18 chapters)
Free Chapter
1
Foreword
17
EULA

Pros and Cons: Different Ways of Expressing the Same Thing

SQL is supposed to be descriptive, in the sense that a SQL query describes the result set rather than specify the exact steps for creating it (hence the need for compiling and optimizing the query). SQL is so descriptive, in fact, that it often offers more than one way to express a given result set. The SQL optimizer is supposed to “understand” the query and find the best way to execute it.

That’s the theory. The practice is rather different. Often, one way of writing a query is more efficient than other equivalent ways. Of course, sometimes the differences depend on the database engine. Perhaps surprisingly, in many situations the same construct works best across many databases.

What States Are Not Recognized in Orders?

This section investigates the simple question: What states are in Orders but not in ZipCensus?

The Most Obvious Query

A simple query answers the question:

SELECT DISTINCT o.State
From...