Data Analytics and Visualization in Quality Analysis using Tableau

✍ Scribed by Hwang, Jaejin; Yoon, Youngjin

• Year: 2021
• Tongue: English
• Leaves: 223
• Category: Library

✦ Synopsis

Data Analytics and Visualization in Quality Analysis using Tableau goes beyond the existing quality statistical analysis. It helps quality practitioners perform effective quality control and analysis using Tableau, a user-friendly data analytics and visualization software. It begins with a basic introduction to quality analysis with Tableau including differentiating factors from other platforms. It is followed by a description of features and functions of quality analysis tools followed by step-by-step instructions on how to use Tableau. Further, quality analysis through Tableau based on open source data is explained based on five case studies. Lastly, it systematically describes the implementation of quality analysis through Tableau in an actual workplace via a dashboard example.

Features:

[list]
[]Describes a step-by-step method of Tableau to effectively apply data visualization techniques in quality analysis
[]Focuses on a visualization approach for practical quality analysis
[]Provides comprehensive coverage of quality analysis topics using state-of-the-art concepts and applications
[]Illustrates pragmatic implementation methodology and instructions applicable to real-world and business cases
[*]Include examples of ready-to-use templates of customizable Tableau dashboards

[/list]

This book is aimed at professionals, graduate students and senior undergraduate students in industrial systems and quality engineering, process engineering, systems engineering, quality control, quality assurance and quality analysis.

✦ Table of Contents

Cover
Half Title
Title Page
Copyright Page
Contents
Preface
Acknowledgments
About the Authors
1. Introduction
Chapter Overview and Expected Learning Outcomes
1.1 Basic Concepts in Quality Analysis
1.2 What Is Tableau?
1.3 How to Leverage Tableau in Quality Analysis
Reference
2. Basic Quality Tools with Tableau
Chapter Overview and Expected Learning Outcomes
What Is the Chart?
Tableau Categorizing Fields
2.1 Stacked Bar Chart
2.1.1 Introduction of Stacked Bar Chart
2.1.2 Tableau Example
2.2 Histogram
2.2.1 Introduction of Histogram
2.2.2 Tableau Example
2.3 Butterfly Chart
2.3.1 Introduction of Butterfly Chart
2.3.2 Tableau Example
2.4 Donut Chart
2.4.1 Introduction of Donut Chart
2.4.2 Tableau Example
2.5 Scatter Plot
2.5.1 Introduction of Scatter Plot
2.5.2 Tableau Example
2.6 Bubble Chart
2.6.1 Introduction of Bubble Chart
2.6.2 Tableau Example
2.7 Box Plot
2.7.1 Introduction of Box Plot
2.7.2 Tableau Example
2.8 Pareto Chart
2.8.1 Introduction of Pareto Chart
2.8.2 Tableau Example
2.9 Bump Chart
2.9.1 Introduction of Bump Chart
2.9.2 Tableau Example
2.10 Maps
2.10.1 Introduction of Maps
2.10.2 Tableau Example
2.11 Gantt Chart
2.11.1 Introduction of Gantt chart
2.11.2 Tableau Example
2.12 Control Chart for Variables
2.12.1 Introduction of Control Chart for Variables
2.12.2 Tableau Example
2.12.3 R Chart
2.12.4 X-bar Chart
2.13 Control Chart for Attributes
2.13.1 Introduction of Control Chart for Attributes
2.13.2 Tableau Example
Note
Reference
3. Quality Dashboard
Chapter Overview and Expected Learning Outcomes
3.1 What Is a Dashboard?
3.2 Dashboard Type
3.3 Dashboard Design Approach
3.4 Healthcare Quality Dashboard
3.5 Airline Quality Dashboard
3.6 Manufacturing Quality Dashboard
3.7 Warehouse Quality Dashboard
4. Case Studies
Chapter Overview and Expected Learning Outcomes
4.1 Case Studies and Data Storytelling
4.1.1 Goal
4.1.2 Audience
4.1.3 Message
4.1.4 Engagement
4.2 Red Wine Quality (Case 1)
4.2.1 Introduction of Dataset
4.2.2 Tableau Example
Tableau Dashboard and Data Storytelling
Goal
Audience
Message
Engagement
4.3 Airline Passenger Satisfaction (Case 2)
4.3.1 Introduction of Dataset
4.3.2 Tableau Example
Tableau Dashboard and Data Storytelling
Goal
Audience
Message
Engagement
4.4 Driverless Car Failure (Case 3)
4.4.1 Introduction of Dataset
4.4.2 Tableau Example
Tableau Dashboard and Data Storytelling
Goal
Audience
Message
Engagement
4.5 Real Time Voice Call Quality Data from Customers (Case 4)
4.5.1 Introduction of Dataset
4.5.2 Tableau Example
Average Call Quality Rate per Operator
Average Quality Rate per Region (1)
Average Quality Rate per Region (2)
Average Quality Rate per Network
Tableau Dashboard and Data Storytelling
Goal
Audience
Message
Engagement
4.6 Brewery Production (Case 5)
4.6.1 Introduction of Dataset
4.6.2 Tableau Example
Tableau Dashboard and Data Storytelling
Goal
Audience
Message
Engagement
4.7 Seoul Bike Sharing Demand (Case 6)
4.7.1 Introduction of Dataset
4.7.2 Tableau Example
Tableau Dashboard and Data Storytelling
Goal
Audience
Message
Engagement
Reference
Index

✦ Subjects

Data Analytics and Visualization in Quality Analysis using Tableau