Graph Visualization

Graph visualization is a visualization technique for representing graph-structured data by depicting entities as nodes and relationships as edges in a spatial network diagram.

4.8K

Publications

377.6K

Citations

10.1K

Authors

2.5K

Institutions

Publications per year

2017–2026

1.3K

Parents

Visualization

Children

Adjacency Matrix VisualizationAttributed Graph VisualizationComparison VisualizationEdge BundlingForce-directed LayoutsGraph AnnotationGraph DrawingGraph LabelingGraph Layout AlgorithmsGraph Simplification

Publications

4.8K

ggplot2: Elegant Graphics for Data Analysis

Cedric E. Ginestet · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2011 · 14.8K citations

Computing, Biostatistics, Visualization +8

Finding and evaluating community structure in networks

Michelle G. Newman, Michelle Girvan · Physical Review E · 2004 · 14.1K citations · Full text

Engineering, Sociology, Complex Systems +12

A Set of Measures of Centrality Based on Betweenness

Linton C. Freeman · Sociometry · 1977 · 10.2K citations

Natural Sciences, Communication, Mathematics +12

Social Network Analysis: A Handbook.

Franz Urban Pappi · Contemporary Sociology A Journal of Reviews · 1993 · 6.1K citations

Computing, Sociology, Data Visualization +16

Fast algorithm for detecting community structure in networks

M. E. J. Newman · Physical Review E · 2004 · 5.5K citations · Full text

Computing, Computer Science, Complex Systems +10

1–5 of 4.8K

Authors

10.1K

PE
Peter Eades
The University of Sydney, Australia
29 publications · 2.6K citations
24
h-index
HC
Helen C. Purchase
University of Glasgow, United Kingdom
22 publications · 1.9K citations
20
h-index
TD
Tim Dwyer
Monash University, Australia
24 publications · 1.1K citations
19
h-index
MB
Michael Burch
University of Stuttgart, Germany
24 publications · 1.3K citations
18
h-index
JL
Jure Leskovec
Stanford University, United States
19 publications · 5.9K citations
18
h-index

1–5 of 10.1K

Institutions

2.5K

1–8 of 2.5K

Venues

IEEE Transactions on Visualization and Computer Graphics
TVCG · 150 publications · 13.9K citations
63
h-index
arXiv (Cornell University)
Repository · 185 publications · 6.4K citations
42
h-index
Physical Review E
PRE · 51 publications · 32K citations
39
h-index
Journal of Graph Theory
111 publications · 4.1K citations
37
h-index
Computer Graphics Forum
62 publications · 4.2K citations
32
h-index

1–5

See also Graph Visualization
Layout Algorithms	Circular Layouts Dimensionality Reduction Force-directed Layouts Tree Drawing Matrix Layout Design Tree Map Layout Algorithms Constraint-based Layouts Hierarchical Layouts Graph Embeddings Multidimensional Scaling Self-organizing Maps T-distributed Stochastic Neighbor Embedding
Interaction Techniques	Edge Bundling Focus Plus Context Panning Filtering Selection Adaptive Exploration Fisheye Perspective Overview Plus Detail Brushing Direct Manipulation Animated Transitions
Scalability Methods	Community Detection Edge Bundling Dimensionality Reduction Adjacency Matrices Filtering Indexing Structures
Aesthetic Criteria	Crossing Minimization Angular Resolution
Application Domains	Social Network Analysis Social Sciences Machine Learning Software Engineering Bioinformatics Computer Networks Cyber-physical Systems