Book Image

Mastering Tableau 2021 - Third Edition

By : Marleen Meier, David Baldwin
Book Image

Mastering Tableau 2021 - Third Edition

By: Marleen Meier, David Baldwin

Overview of this book

Tableau is one of the leading business intelligence (BI) tools that can help you solve data analysis challenges. With this book, you will master Tableau's features and offerings in various paradigms of the BI domain. Updated with fresh topics including Quick Level of Detail expressions, the newest Tableau Server features, Einstein Discovery, and more, this book covers essential Tableau concepts and advanced functionalities. Leveraging Tableau Hyper files and using Prep Builder, you’ll be able to perform data preparation and handling easily. You’ll gear up to perform complex joins, spatial joins, unions, and data blending tasks using practical examples. Next, you’ll learn how to execute data densification and further explore expert-level examples to help you with calculations, mapping, and visual design using Tableau extensions. You’ll also learn about improving dashboard performance, connecting to Tableau Server and understanding data visualization with examples. Finally, you'll cover advanced use cases such as self-service analysis, time series analysis, and geo-spatial analysis, and connect Tableau to Python and R to implement programming functionalities within it. By the end of this Tableau book, you’ll have mastered the advanced offerings of Tableau 2021 and be able to tackle common and advanced challenges in the BI domain.
Table of Contents (18 chapters)
16
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17
Index

Geo-spatial analytics with Chicago traffic violations

It's Wednesday morning; your manager comes into your office wanting to check the red-light violations of the last year in Chicago. They ask if you can build a dashboard for that purpose. In particular, you're asked to highlight where the most violations happen and whether there is an overall trend in Chicago traffic light violations over the last few years. You are given two datasets, one with the camera locations and one with the violations, and told that the dashboard is needed within the next hour. What do you do?

Before you continue reading, think about how you would approach this problem. Take five minutes, think about the steps you would take, and sketch a dashboard design.

The following is an overview of how I would do it:

  1. Open the datasets in Tableau Prep Builder
  2. Join the two datasets
  3. Clean the data if needed
  4. Open the output in Tableau
  5. Use a map to visualize the locations...