Skip to Content
Tableau Prep: Up & Running
book

Tableau Prep: Up & Running

by Carl Allchin
September 2020
Beginner
442 pages
9h 54m
English
O'Reilly Media, Inc.
Content preview from Tableau Prep: Up & Running

Chapter 17. Unioning

Most software that works with data demands that you form a single table of data to work from. However, the world is often not that simple, so you’ll often have to pull together many tables of data to build that single table. Unioning is a data preparation technique that will help you with this task.

What Is a Union?

You can think of unioning as stacking one data set on top of another. Columns that contain the same content should be unioned as part of the data preparation process. As you’ll soon see, this requires the data structures to be very similar.

Let’s look at two separate example data sets: York Store Sales (Figure 17-1) and Leeds Store Sales (Figure 17-2).

York Store Sales data set
Figure 17-1. York Store Sales data set
Leeds Store Sales data set
Figure 17-2. Leeds Store Sales data set

Unioning these two tables removes the extra set of column headers and stacks the rows of data on top of each other (Figure 17-3).

Unioned result of York and Leeds data sets
Figure 17-3. Unioned result of York and Leeds data sets

The union is usually determined by whether the data fields are:

  • Named the same in each data set. The contents of columns with the same name will be stacked in rows under that column name in the resulting data set. Currently, Prep Builder ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Prepare Your Data for Tableau: A Practical Guide to the Tableau Data Prep Tool

Prepare Your Data for Tableau: A Practical Guide to the Tableau Data Prep Tool

Tim Costello, Lori Blackshear

Publisher Resources

ISBN: 9781492079613Errata Page