ADVANCED
VISUALIZATION
Tech-Talk by Vetria L. Byrd Visualization Scientist November 05, 2013 Cyberinfrastructure Technology Integration
Will
Provide an overview of
The Visualization Process
Resources available via the Advanced Visualization
Division
Provide an introduction to the types of hands-on visualizatihands-on
workshops available
Will NOT
Provide hands-on
tutorial for specific software
Visualization Scientist
Advanced Visualization Division
Clemson Computing & Information
Technology
Located in Barre Hall (behind McAdams)
“Enable researchers to gain keen insight
into their data by equipping them with
tools and resources that will allow for
visualizing the expected, and discovering
the unexpected in their data.”
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Agent Agent AgentAgent of “of “of “of “InsightInsightInsightInsight””””
Introduce Visualization to the greater Clemson
University community
Increase Clemson’s presence in the
visualization community
Visualization Workshops
Designed to provide varying levels of interest
Open source tools
WHAT DOES
VISUALIZATION MEAN?
WHEN SHOULD YOU
START THINKING ABOUT
Where is Where is Where is Where is Visualization? Visualization?Visualization? Visualization?
WHAT IS THE PURPOSE
OF VISUALIZATION?
“The purpose of
visualization
is “
insight”
,
not pictures.”
noun noun noun noun 1 . 1 . 1 .
1 . an instance of apprehending the true nature of a thing, especially through intuitive understanding.
2. 2. 2.
2. penetrating mental vision or discernment; faculty of seeing into inner character or underlying truth.
3. 3. 3. 3. Psychology . a. a. a.
a. an understanding of relationships that sheds light on or helps solve a problem.
b. b. b.
b. (in psychotherapy) the recognition of sources of emotional difficulty.
c. c. c.
c. an understanding of the motivational forces behind one's actions, thoughts, or behavior; self-knowledge.
IN·SIGHT
IN·SIGHT
IN·SIGHT
IN·SIGHT [IN
IN
IN
IN-SAHYT]
Dictionary.comWHY IS “INSIGHT”
IMPORTANT?
DISCOVERY
Visualizing Patterns
Visualizing Patterns
Visualizing Patterns
Visualizing Patterns
over
over
over
over Time
Time
Time
Time
14
“Insight
Insight
Insight
Insight” Leads
to Discovery
Spotting
Spotting
Spotting
Spotting
Differences
Differences
Differences
Differences
DECISION MAKING
16
Allows users to
Allows users to
Allows users to
Allows users to
answer
answer
answer
answer
questions they
questions they
questions they
questions they
didn’t know they
didn’t know they
didn’t know they
didn’t know they
had
had
had
had
ANALYSIS OF DATA
17
The Challenger
The Challenger
The Challenger
The Challenger
Disaster
Disaster
Disaster
Disaster
“Insight” Leads to . . .
http://en.wikipedia.org/wiki/33 File: Challenger_explosion.jpgEXPLANATION
18
Source: A Tour through the Visualization ZooA Tour through the Visualization ZooA Tour through the Visualization ZooA Tour through the Visualization Zoo by Heer, Bostock & Ogievetsky (ACM Queue, 2010)
Normal Overweight Obese
Visualizing Visualizing Visualizing Visualizing Spatial Spatial Spatial Spatial Relationships RelationshipsRelationships Relationships
“Insight” Leads to . . .
CAN ANYONE THINK OF
ANOTHER REASON WHY
“INSIGHT” IS
IMPORTANT?
THE USE OF VISUALIZATION IN THE ANALYSIS OF
POLLUTION AND AIR FLOWS IN MANHATTAN, NEW YORK CIT Y
NAPOLEON’S INVASION OF RUSSIA IN 1812
BY JACQUE MINARD
Temperature Army Size: 422,000 Army Size: 10,000 Moscow Army Size: 100,000 ----11111111 ----30303030 ----26262626 ----21212121 ----9999 Path of retreatInsight
Explanation
Tells a Story . . .
Importance of Insight
Importance of Insight
Importance of Insight
Importance of Insight
23
VISUALIZATION
APPLICATIONS
Biovisualization Biovisualization Biovisualization Biovisualization The visualization of biological data;
Often grouped with
computer animation
VISUALIZATION APPLICATIONS
Information Visualization Information Visualization Information Visualization Information Visualization
Interdisciplinary
Study of the “visual
representation of large-scale collections of non-numerical information
VISUALIZATION APPLICATIONS
InfoVisGeographic Visualization Geographic VisualizationGeographic Visualization Geographic Visualization
Interdisciplinary
Study of the “visual
representation of large-scale collections of non-numerical information
VISUALIZATION APPLICATIONS
GeoVisScientific Visualization Scientific VisualizationScientific Visualization Scientific Visualization
Primarily concerned
with the visualization of three-dimensional phenomena Emphases on realistic renderings of volumes, surfaces, illumination sources, etc.
VISUALIZATION APPLICATIONS
SciVis28
UNDERLYING
PRINCIPLES
Evolution of Presenting
Information
293D Static Images
Characters on Paper
Animated
2D Images
Vector Display and Plotter Graphics 3D Renderings of a
VISUALIZATION BioVis InfoVis GeoVis Scientific Visualization
THE DATA
Biological Data
Non-numerical
Data
Geospatial Data
Simulated, 3D Data
31
http://www.bu.edu/tech/research/training/tutorials/introduction-to-scientific-visualization-tutorial/the-scientific-visualization-pipeline/
THE PRACTICE OF SCIENTIFIC
VISUALIZATION
SCIENTIFIC VISUALIZATION
32
THE PRACTICE OF
INFORMATION
VISUALIZATION
THE INFORMATION VISUALIZATION
PROCESS
Source: http://www.networkworld.com/community/node/41856 1 2 3 4 5 6 734
INTRODUCTION TO
SCIENTIFIC
VISUALIZATION
Using open-source,
multi-platform data
analysis and
visualization
applications
SCIENTIFIC VISUALIZATION SOFTWARE
Visualization Workshops:
• Introduction to Scientific Visualization Using VisIt
36
INTRODUCTION TO
INFORMATION
VISUALIZATION
Same dataset visualized differently (Using Gephi)
Open Graph Visualization Platform
INFORMATION VISUALIZATION SOFTWARE
Visualization Workshop:
Introduction to Information Visualization Using Gephi
INFORMATION VISUALIZATION SOFTWARE
Data Driven Documents
Interactive Data Visualization
Visualization Workshop:
Introduction to Data Visualization on the Web using D3.js
39
Cooper Library
Laptops available for
DRL Use
For Faculty & Staff For Faculty & Staff For Faculty & Staff For Faculty & Staff
Visualization as a tool for pedagogical purposes Visualization as a Conduit for Collaboration
New Workshop Series on Visual Analytics
Navigating Through the
Visualization Zoo
NEW WORKSHOPS
42
Scientific Visualization Scientific VisualizationScientific Visualization Scientific Visualization Introduction to Scientific Visualization Using VisIt 2.7 ParaView Introduction to ParaView Information Visualization Information VisualizationInformation Visualization Information Visualization
Gephi
Data Driven Documents
(D3.js)
Tableau
Scientific Visualization
Using Visit
Getting Data Into VisIt
Running VisIt on Palmetto
Volume Rendering Information Visualization Using Gephi Using D3.js Tableau
INTERMEDIATE WORKSHOPS
Scientific Visualization Visit Python Scripting Raspberry Pi Workshop Information Visualization Using Gephi Using D3.js Tableau
ADVANCED WORKSHOPS
Visualization Contest
Open to faculty, students and staff
Submissions will be displayed on the outside
projection of the Brown Digital Resource
Laboratory in Cooper Library
From all disciplines
Look for details in your inbox
Advanced Visualization Division
Data Visualization Internships (for undergraduates)
Actively looking for a Visualization Scientist to join the Advanced Visualization Division
Actively looking for a graduate student assistant
If interested or know someone who is . . . . Send me an email