data visualization
Let an agent explain data visualisation, relay chart types, principles, history, tools and accessibility from statistics and design sources, describe the named forms, relay how to spot misleading charts, and distinguish data visualisation from infographics as editorial design, dashboards, statistical analysis and art.
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
written by Claude from model knowledge without web access - no source was read, every claim is a lead to verify
Researched by: Claude
Purpose and description
Let an agent explain data visualisation, relay chart types, principles, history, tools and accessibility from statistics and design sources, describe the named forms, relay how to spot misleading charts, and distinguish data visualisation from infographics as editorial design, dashboards, statistical analysis and art.
The practice of representing data graphically to support exploration, analysis and communication, using charts, maps, diagrams and interactive displays, with forms the registry aliases name including interactive data visualisation, scientific visualisation of simulations and measurements, cinematic scientific visualisation for public audiences, immersive analytics in virtual and augmented reality, mosaic plots for categorical data and proportional symbol maps; influential figures include William Playfair, Florence Nightingale, Jacques Bertin and Edward Tufte, and principles such as appropriate encoding, honest axes and accessible colour help avoid misleading graphics. Visualisations can mislead through truncated axes or cherry-picked data, so evaluation matters.
What it is for: Understanding and communicating data.
It can be explain chart types and principles; relay history; describe named forms; relay accessibility and misleading chart checks.
Distinguishing features
Visual encoding
Exploration and communication
Design principles
Risk of misleading
What it looks like
Charts, graphs, maps and interactive displays.
Physical character
Playfair s bar and line charts: 1786 year - The Commercial and Political Atlas
Nightingale rose diagram: 1858 year
Bertin Semiologie graphique: 1967 year
How it is recognised
Graphical representation of data
Immersive analytics, interactive data visualisation, scientific visualisation, cinematic scientific visualisation, mosaic plot, proportional symbol map
Infographics combine text and images editorially; dashboards monitor metrics; statistical analysis computes results; data art prioritises aesthetics
Related models
is a kind of - in registry terms
includes -
includes -
is contrasted with -
In practice
Families and kinds
statistical charts
thematic maps
network and hierarchical diagrams
scientific visualisation
interactive and immersive visualisation
Standards and regulation
WCAG accessibility guidance for non-text content
Official statistics presentation guidelines
Failure modes and hazards
Misleading axes and scales
Inaccessible colour choices
Overplotting and clutter
Also called
Where this came from
wikidata · CC0 1.0
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 4 bundles · 8 layers · 8 findings · 16 questions.
Understand What data visualisation is.
Definition.
Definition
Definition.
Definition
Definition.
- What is data visualisation, and how does it differ from infographics, dashboards, statistical analysis and data art? definition
- Is the question about making charts, reading them critically, tools or history? boundary
Forms
Named forms.
Forms
Forms.
- What are immersive analytics, interactive, scientific and cinematic visualisation, mosaic plots and proportional symbol maps? definition
- Which entry fits the specific form? action
Principles Principles.
Sources.
Encoding
Visual encoding.
Encoding
Encoding.
- How do position, length, colour and area encode data, and which are perceived most accurately? provenance
- Which references are standard? provenance
Misleading charts
Misleading charts.
Misleading charts
Misleading charts.
- How can truncated axes and cherry-picking mislead, and how can readers check? provenance
- Which sources are cited? provenance
History History.
Sources.
Playfair
Early charts.
Playfair
Playfair.
- How did Playfair and Nightingale pioneer statistical graphics? provenance
- Which entry fits William Playfair? action
Tufte
Modern theory.
Tufte
Tufte.
- What did Bertin and Tufte contribute, and what critiques exist of chartjunk ideas, with views attributed? provenance
- Is the presentation neutral and attributed? boundary
Context Access and tools.
Regulation.
Accessibility
Accessible charts.
Accessibility
Accessibility.
- How can charts be made accessible for colour-blind and screen reader users? provenance
- Which entry fits colour blindness? action
Tools
Tools.
Tools
Tools.
- Which tools and libraries are commonly used, checked against current sources? provenance
- Is the information current? boundary
What the second pass must settle
- Should immersive analytics be a separate entry?
- How should design guidelines be linked?
- Should cinematic scientific visualisation be linked separately?