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Presented by:
Tableau Training
Jeffrey A. Shaffer
COO & Vice President, IT and Analytics
Recovery Decision Science and Unifund
Adjunct Professor, University of Cincinnati
@HighVizAbility
Profile – Jeffrey A. ShafferCOO & V.P. of I.T. & Analytics
Unifund
• Executive in Financial Services
• Lead Information Technology
• Programmers, Database, Network
• Lead Data Science and BI
Adjunct Professor, Data Visualization
University of Cincinnati
Contact Information:[email protected]
(513) 615-0001
Twitter: @HighVizAbility
LinkedIN: www.linkedin.com/in/jeffreyshaffer
Blog: www.DataPlusScience.com
2016Shortlisted for Data Visualization Website
Information is Beautiful Awards
www.BigBookofDashboards.com
“In God we trust, all others bring data.”- W. Edwards Deming
Business Intelligence
Transforms beyond the dataData
Information
Plans that
guide the
organization
or SBU
Knowledge
Facts and statistics collected together for reference or analysis.
Data
Information
Knowledge
Facts provided or learned about something or someone.
Information and skills acquired
through experience or education; the
theoretical or practical understanding of a subject.
StrategyA plan of action or policy designed to achieve a major or overall goal.
Business IntelligenceMoving from data to action…
Data
Information
Plan to guide actions or key
decisions
KnowledgeHow many…?How much…?What are…?
Why are…?
How do we…?What can we…?
Analytics: A New Path to Value – MIT 2010
What is Data Visualization?And Why is it important?
5 2 8 3 6 1 9 3 6 2 5 3 7 4 3 8 3 8 5 8 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 7 2 0 3 7 3 5 4 7 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 7 3 4 5 3 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 7 2 0 3 7 3 5 4 7 1 8 2 0 1 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 7 2 0 3 7 3 5 4 7 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 7 3 4 5 3 2 7 5 2 8 3 6 1 6 2 4 6 2 7 5 9 1 5 2 6 3 6
How many times does the digit 7 appear?
Created by Jeffrey A. Shaffer
5 2 8 3 6 1 9 3 6 2 5 3 7 4 3 8 3 8 5 8 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 7 2 0 3 7 3 5 4 7 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 7 3 4 5 3 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 2 7 0 3 7 3 5 4 7 1 8 2 0 1 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 7 4 8 2 0 3 7 3 5 4 7 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 7 3 4 5 3 2 7 5 2 8 3 6 1 6 2 4 6 2 7 5 9 1 5 2 6 3 6
Created by Jeffrey A. Shaffer
5 2 8 3 6 1 9 3 6 2 5 3 7 4 3 8 3 8 5 8 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 7 2 0 3 7 3 5 4 7 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 7 3 4 5 3 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 2 7 0 3 7 3 5 4 7 1 8 2 0 1 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 7 4 8 2 0 3 7 3 5 4 7 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 7 3 4 5 3 2 7 5 2 8 3 6 1 6 2 4 6 2 7 5 9 1 5 2 6 3 6
Created by Jeffrey A. Shaffer
5 2 8 3 6 1 9 3 6 2 5 3 7 4 3 8 3 8 5 8 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 7 2 0 3 7 3 5 4 7 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 7 3 4 5 3 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 2 7 0 3 7 3 5 4 7 1 8 2 0 1 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 7 5 2 8 3 6 1 6 2 9 3 8 3 8 5 7 4 8 2 0 3 7 3 5 4 7 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 7 3 4 5 3 2 7 5 2 8 3 6 1 6 2 4 6 2 7 5 9 1 5 2 6 3 6
Created by Jeffrey A. Shaffer
56789
56789 color
56789 size
56 89 orientation
56 89 texture
Preattentive attributes of visual perception and use of color
Precise Quantitative Comparisons
Length or Width 2D Position
7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7
5 2 8 3 6 1 9 3 6 2 5 3 4 3 8 3 8 5 8 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 2 0 3 3 5 4 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 3 4 5 3 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 2 0 3 3 5 4 1 8 2 0 1 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 4 8 2 0 3 3 5 4 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 3 4 5 3 2 5 2 8 3 6 1 6 2 4 6 2 5 9 1 5 2 6 3 6
Created by Jeffrey A. Shaffer
7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7
5 2 8 3 6 1 9 3 6 2 5 3 4 3 8 3 8 5 8 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 2 0 3 3 5 4 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 3 4 5 3 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 2 0 3 3 5 4 1 8 2 0 1 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 4 8 2 0 3 3 5 4 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 3 4 5 3 2 5 2 8 3 6 1 6 2 4 6 2 5 9 1 5 2 6 3 6
Created by Jeffrey A. Shaffer
# of times digit 7 appears: 17
7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7
5 2 8 3 6 1 9 3 6 2 5 3 4 3 8 3 8 5 8 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 2 0 3 3 5 4 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 3 4 5 3 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 2 0 3 3 5 4 1 8 2 0 1 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 4 8 2 0 3 3 5 4 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 3 4 5 3 2 5 2 8 3 6 1 6 2 4 6 2 5 9 1 5 2 6 3 6
Created by Jeffrey A. Shaffer
# of times digit 7 appears: 17
7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7
5 2 8 3 6 1 9 3 6 2 5 3 4 3 8 3 8 5 8 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 2 0 3 3 5 4 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 3 4 5 3 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 8 4 2 0 3 3 5 4 1 8 2 0 1 9 6 2 1 4 4 3 9 3 6 5 2 4 9 1 0 2 5 2 8 3 6 1 6 2 9 3 8 3 8 5 4 8 2 0 3 3 5 4 1 8 2 0 1 2 5 3 6 4 3 9 1 0 8 9 5 3 4 5 3 2 5 2 8 3 6 1 6 2 4 6 2 5 9 1 5 2 6 3 6
Created by Jeffrey A. Shaffer
Using Color
From Juice Analytics White Paper: Part 3 Information Design
Tableau
Tableau Software on Google TrendsCompany Names
2016
Tableau Software on Google TrendsSearch Terms
2016
Tableau Software on Google TrendsSearch Terms
2018
Tableau Software on Google TrendsSearch Terms
2018
https://interworks.com/blog/mgiegerich/2018/04/04/dashboard-design-comparison-
tableau-desktop-vs-microsoft-power-bi/
Interworks 2018 Comparison Test
Power BI plots Vienna in the U.S.
Conclusions:
“As Tableau users, we’re spoiled. As a data visualization tool,
it’s the best I’ve used.” - Max Giegerich
Interworks 2018 Comparison Test
Forbes 2017 - Top 10 Technical Skills With the biggest increase in demand
1. Big Data: 3,977%
2. Node.js: 2,493%
3. Tableau: 1,581%
4. NoSQL: 1,002%
5. Apache Hadoop: 704%
6. HTML5: 612%
7. Python: 456%
8. Oracle: 382%
9. JSON: 318%
10. Salesforce CRM: 292%
▪ Tableau Desktop and Tableau Prep
▪ 1 license for Server/Online
▪ $70 per month
▪ Authoring - Read/Write/Publish Tableau files
▪ Database connections
▪ Play control for animation
Creator
Tableau Server Products
▪ Explorer License for Tableau Server
▪ $35 per month (minimum 5)
▪ Web edit for Tableau Server
▪ Authentication
Explorer
▪ Viewer license for Tableau Server
▪ $12 per month (minimum 100)
▪ View and Interact with visualizations
▪ Authentication
Viewer
▪ Tableau Desktop and Tableau Prep
▪ 1 license for Server/Online
▪ $70 per month
▪ Authoring - Read/Write/Publish Tableau files
▪ Database connections
▪ Play control for animation
Creator
Tableau Online Products
▪ Explorer License for Tableau Server
▪ $42 per month (minimum 5)
▪ Web edit for Tableau Online
▪ Authentication
Explorer
▪ Viewer license for Tableau Online
▪ $15 per month (minimum 100)
▪ View and Interact with visualizations
▪ Authentication
Viewer
▪ Tableau Desktop and Tableau Prep
▪ 1 Server/Online
▪ $70 per month
▪ Authoring - Read/Write/Publish Tableau files
▪ Database connections
▪ Play control for animation
Creator
Tableau Software Products
▪ Authoring software
▪ FREE
▪ Save Tableau Files to Tableau Public Server
▪ Excel/CSV
▪ Web Data Connector (WDC)
Public
▪ Hosted Sever
▪ $10k up to hundreds of thousands
▪ Save Tableau Files to Private Tableau Server
▪ Authentication
Server
Tableau Software Products
▪ FREE
▪ Reads Tableau Files
▪ Interact with Tableau filesReader
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▪ Full-time students (FREE)
▪ Tableau Foundation for Non-Profits (FREE)
Education&
Non-Profit
▪ Authoring software
▪ FREE
▪ Save Tableau Files to Tableau Public Server
▪ Excel/CSV/Google Sheets/Spatial Files
▪ Web Data Connector (WDC)
Public
▪ Tableau Workbook File
▪ XML file with visualization
▪ Does NOT contain data
▪ Can’t open without data files or connections
TWB
Main Tableau File Types
▪ Tableau Packaged Workbook
▪ ZIP file
▪ Contains TWB file
▪ Contains the data
TWBX
▪ Data Extracts
▪ Hyper – starting in Tableau 10.5
▪ TDE - Tableau Data Extract
▪ Compressed data sources
HyperTDE
▪ Tableau Data Source
▪ Information about data source
▪ Contains metadata on aggregations, bins, sets
and calculations
▪ Can’t open without data files
TDS
Additional Tableau File Types
▪ Contains the TDS and the data
▪ Does not contain any workbook information, so
not visualizations.
▪ Recipient can refresh the extract from the data
source.
TDSX
▪ Tableau Extension available in 2018.2
▪ XML file
▪ Allows custom scripting
▪ Tableau Extension Gallery (beta)
TREX
Presented by:
Jeffrey A. Shaffer
Vice President, IT and Analytics
Recovery Decision Science and Unifund
Adjunct Professor, University of Cincinnati
