Introduction to Information Visualization-Introduction to Specialization on "Information Visualization"
Introduction to the Specialization
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Introduction to Information Visualization-Introduction to the Course "Information Visualization Fundamentals"
Introduction to the Course
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Introduction to Information Visualization-What is Information Visualization?
Information Visualization Definition
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Visualization Example: Introductory Demo with Tableau
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Key Concepts and Definitions
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The InfoVis pipeline (Diagram of Data Visualization Process)
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Key Concept: Computer Based Graphical Representations and Visualizing Abstract Data
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Key Concept: Interactivity
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Key Concept: Amplifying Cognition
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Example of Amplifying Cognition: "The Game of 15"
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Why Visualize Data?
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Why Use Visualization?
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Example of Explanatory Visualization
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Examples of Exploratory and Confirmatory Visualization
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Examples of Explanatory Visualizations and Tools
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Why Use a Graphical Representation?
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Problems with Summary Statistics
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Why Use Computers to Visualize Data?
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Why Use Interaction?
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Assessing the Quality of a Visualization
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Introduction to Information Visualization-Reading: A Tour Through the Visualization Zoo
A Tour Through the Visualization Zoo
Data Abstraction-Data Abstraction
Reflecting on Data
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What is Data Abstraction?
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Dataset Types: Tables and Networks
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Attribute Types
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Attribute Semantics
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Example for Attribute Types and Semantics
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Data Abstraction to Visualization
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Data Profiling
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Quick Recap
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Fundamental Graphs and Data Transformation-Fundamental Charts
Overview: Fundamental Graphs and Data Transformation
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How to Visualize?
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Fundamental Graphs
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Alternate Representations Part 1
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Alternate Representations Part 2
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Going Beyond Two Attributes
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Scatter Plots + Faceting
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Data Transformation
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Common / Useful Data Transformations - Part 1
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Common / Useful Data Transformations - Part 2
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Summary
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Fundamental Graphs and Data Transformation-Creating Graphs with Tableau
Tutorial: The Tableau Interface
Tutorial: Getting Started with Tableau
Graphical Components and Mapping Strategies-Marks and Channels
Overview: Graphical Components and Mapping Strategies
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Marks + Channels
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Marks
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Channels, Part 1
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Channels, Part 2
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Examples for Graphical Components
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Graphical "Decoding"
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Quality of visual encoding: Expressiveness Principle
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Quality of Visual Encoding: Effectiveness Principle, Part 1
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Quality of Visual Encoding: Effectiveness Principle, Part 2
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Evaluate Visualizations
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Using the Principles to Design Visualization
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Contextual Components: Legends, Labels, and Annotations
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Annotations
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Contextual Components: Axes, Grids, Reference Lines
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Quick Summary
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Conclusion
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Graphical Components and Mapping Strategies-Optional Reading
Evaluation of Artery Visualizations for Heart Disease Diagnosis
Graphical Components and Mapping Strategies-Interview with practitioner
Interview with Moritz Stefaner
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