Produktbild: Functional Aesthetics for Data Visualization

Functional Aesthetics for Data Visualization

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

08.08.2022

Verlag

John Wiley & Sons Inc

Seitenzahl

336

Maße (L/B/H)

23,3/18,5/1,6 cm

Gewicht

694 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-119-81008-7

Beschreibung

Rezension

"Straight away, you can tell this is a labour of love - the enthusiasm and validity with which the authors describe elements from the three elements of theory, academia and practice really shine through. With backgrounds covering all three of these areas, it makes for a complete publication, full of examples not just from practical situations as a practitioner, but from theory - focusing in particular on theory of presentation, psychology, conversation and cognition. All things which influence creation of functional and aesthetic dashboards, most of which, like me, you probably hadn't considered in requisite depth until now..."
--Neil Richards, four time Tableau Visionary and Director of Editorial for Viz For Social Good

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

08.08.2022

Verlag

John Wiley & Sons Inc

Seitenzahl

336

Maße (L/B/H)

23,3/18,5/1,6 cm

Gewicht

694 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-119-81008-7

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Functional Aesthetics for Data Visualization
  • Acknowledgments ix
     
    About the Authors xi
     
    About the Technical Editor xii
     
    Foreword by Pat Hanrahan xiii
     
    Introduction xv
     
    Part A: Perception 1
     
    Chapter 1: The Science Behind Perception 3
     
    Seeing and Understanding Imagery 3
     
    Color Cognition 6
     
    Saccade and Directed Attention 10
     
    The Notion of Space and Spatial Cognition 11
     
    Diagramming the World 13
     
    Summary 20
     
    Chapter 2: Perception in Charts 21
     
    Visualization and Task 23
     
    Chart as an Informational Unit 24
     
    Unboxing Functional Aesthetics in the Physical World 27
     
    Recursive Proportions 28
     
    The Digitized Space: Creating Experiences on the Screen 31
     
    Summary 34
     
    Chapter 3: Charts in Use 35
     
    The First Charts 36
     
    Standardizing Visualization 40
     
    The Shifting Role of Data Visualization 43
     
    Maturity within the Profession 49
     
    Summary 56
     
    Part B: Semantics 57
     
    Chapter 4: Coming to Terms 59
     
    Statistical Graphics Are Inherently Abstract 60
     
    Flattening the Curve 63
     
    Toward Meaningful Depictions 65
     
    Situating with Semiotics 68
     
    Summary 69
     
    Chapter 5: Vagueness and Ambiguity 71
     
    How Tall Is Tall? 71
     
    Spicy or Hot--What's
     
    the Difference? 76
     
    Clarification, Repair, and Refinement 78
     
    Iconicity of Representation 80
     
    The Art of Chart 82
     
    Summary 85
     
    Chapter 6: Data Literacy 87
     
    Navigating Data Literacy 89
     
    The Impact of Writing 90
     
    Data Orality 92
     
    Changing Exposition Styles 96
     
    Data Literacy Democratization 97
     
    Summary 99
     
    Chapter 7: Data Preparation 101
     
    Hairy Dates 102
     
    Common Transformations 103
     
    Clarity in Conversation 107
     
    Shaping for Intent 109
     
    Prepping for the Future 110
     
    Data Enrichment 113
     
    Summary 115
     
    Chapter 8: Scaling It Down 117
     
    Generalization 118
     
    Natural Sizes 119
     
    Fat Fingers and Small Screens 120
     
    Color as a Function of Size 123
     
    Thumbnails and Visual Summaries 124
     
    Summary 128
     
    Chapter 9: Cohesive Data Messages 129
     
    Cohesion in Designing Visualizations 131
     
    Analytical Conversation 144
     
    Summary 152
     
    Chapter 10: Text and Charts 153
     
    Medium Being the Message 154
     
    Types of Text 155
     
    Balancing Text with Charts 161
     
    Chart and Text Agreement 163
     
    Text in Analytical Conversation 166
     
    Making Data More Accessible 168
     
    Text for Supporting Reading Fluency 170
     
    Summary 171
     
    Part C: Intent 173
     
    Chapter 11: Defining and Framing 175
     
    Analytical Intent 176
     
    Register 178
     
    Repair and Refinement 179
     
    Pragmatics 181
     
    Practicing Intent 182
     
    Summary 185
     
    Chapter 12: Visual Communication 187
     
    Do What I Mean, Not What I Say 189
     
    Register in Charts 192
     
    Registers in Composition 194
     
    Mood and Metaphor 197
     
    Beyond Language Communication 197
     
    Expansion and Contraction 200
     
    Summary 201
     
    Chapter 13: Scaffolds 203
     
    Visualization Scaffolding 206
     
    Scaffolding Data Discovery 210
     
    Scaffolding Natural Language Recommendations 213
     
    Analytical Conversation to Repair and Refine 217
     
    Summary 221
     
    Chapter 14: Balancing Emphasis 223
     
    Individual Choices