GraphData
GraphData[name]
gives a graph with the specified name.
GraphData[entity]
gives the graph corresponding to the graph entity.
GraphData[entity,property]
gives the value of the property for the specified graph entity.
GraphData[class]
gives a list of available named graphs in the specified graph class.
GraphData[n]
gives a list of available named graphs with n vertices.
Details
 The specified entity in GraphData can be an Entity, a list of entities or an entity canonical name such as such as "PetersenGraph" or "FosterCage".
 GraphData[entity] gives a Graph object.
 The specified property can be an EntityProperty, a property canonical name or a list of properties.
 GraphData[patt] gives a list of all graph standard names that match the string pattern patt.
 GraphData[] gives a list of all standard named graphs. GraphData[All] gives all available graphs.
 GraphData[{n,i},…] gives data for the i simple graph with n vertices.
 GraphData[{"type",id},…] gives data for the graph of the specified type with identifier id. The identifier is typically an integer or lists of integers.
 GraphData[;;n] gives a list of available standard named graphs with ≤n vertices.
 GraphData[m;;n] gives a list of available standard named graphs with m through n vertices.
 GraphData[class,n] etc. gives a list of available graphs with n vertices etc. in the specified class.
 GraphData["Classes"] gives a list of all supported classes.
 GraphData["Properties"] gives a list of properties available for graphs.
 Basic graph properties include:

"AdjacencyMatrix" adjacency matrix "EdgeCount" total number of edges "Edges" edges "FaceCount" total number of faces (for a planar graph) "Faces" faces "IncidenceMatrix" incidence matrix "VertexCount" total number of vertices "Vertices" vertices  Properties related to graph connectivity include:

"AdjacencyLists" adjacency lists "ArticulationVertexCount" number of articulation vertices "ArticulationVertices" list of vertices whose removal would disconnect the graph "BlockCount" number of blocks "Blocks" minimal 2connected components "BridgeCount" number of bridges "Bridges" list of edges whose removal would disconnect the graph "Connected" connected "ConnectedComponentCount" number of connected components "ConnectedInducedSubgraphCount" connected induced subgraph count "ConnectedComponents" connected components "CyclicEdgeConnectivity" cyclic edge connectivity "Disconnected" disconnected "EdgeConnectivity" minimum edge deletions to disconnect the graph "EdgeCutCount" number of edge cuts "EdgeCuts" edge cuts "LambdaComponents" lambda components "LuccioSamiComponents" Luccio–Sami components "MinimalEdgeCutCount" number of minimal edge cuts "MinimalEdgeCuts" minimal edge cuts "MinimalVertexCutCount" number of minimal vertex cuts "MinimalVertexCuts" minimal vertex cuts "MinimumCyclicEdgeCutCount" minimum cyclic edge cut count "MinimumCyclicEdgeCuts" minimum cyclic edge cuts "MinimumEdgeCutCount" number of minimum edge cuts "MinimumEdgeCut" minimum edge cuts "MinimumVertexCutCount" minimum vertex cut count "MinimumVertexCuts" minimum vertex cuts "MinorCount" graph minor count "SpanningTrees" spanning trees "Strength" graph strength "Toughness" graph toughness "Triangulated" triangulated (maximally planar) "VertexConnectivity" minimum vertex deletions to disconnect the graph  Properties related to graph minors include:

"HadwigerNumber" Hadwiger number "MinorCount" graph minor count  Properties related to graph display include:

"EmbeddingClasses" list of embedding class tags, one to an embedding "Embeddings" vertex coordinates for all available layouts "Graph" graph object "Graphics" graphic "Graphics3D" 3D graphics "Image" image "MeshRegion" mesh region "Polyhedron" polyhedron "VertexCoordinates" vertex coordinates for the default layout  Properties returning Graph objects include:

"BipartiteDoubleGraph" bipartite double graph "CanonicalGraph" canonical version of graph that is isomorphic to the original "CochromaticGraphs" graphs with the same chromatic polynomial "ComplementGraph" graph complement "ConnectedComponents" connected components "CoresistanceGraphs" graphs with the same resistance multiset "CospectralGraphs" graphs with the same spectrum "DualGraph" dual graph "Graph" graph object "LineGraph" line graph "LocalGraph" local graph  Annotatable properties related to listtype output include:

"AdjacencyMatrix","outputtype" one or all adjacency matrices or count of all possible adjacency matrices "ConnectedComponents","outputtype" connected components as a graph, list, count, list of edge counts, or list of vertex counts "Cycles","outputtype" undirected, directed, or count of cycles "Edges","outputtype" edges as a list, edge list, index pair list, rule list, graphic, or count of edges "EulerianCycles","outputtype" undirected, directed, or count of Eulerian cycles "Faces","outputtype" faces as a list, index list, graphic, or count of faces "HamiltonianCycles","outputtype" undirected, directed, or count of Hamiltonian cycles "HamiltonianPaths","outputtype" undirected, directed, or count of Hamiltonian paths "HamiltonianWalks","outputtype" undirected, directed, or count of Hamiltonian walks "VertexCoordinates","outputtype" one or all vertex coordinates or embedding count "Vertices","outputtype" vertices as a list, indexed coordinate rule list, graphic, or count of vertices  Properties giving pure functions representing graph polynomials include:

"CharacteristicPolynomial" characteristic polynomial of the adjacency matrix "ChordlessCyclePolynomial" polynomial encoding the counts of chordless cycles by length "ChromaticPolynomial" chromatic polynomial "CliquePolynomial" clique polynomial "CoboundaryPolynomial" coboundary polynomial "ComplementChordlessCyclePolynimial{ polynomial encoding the counts of chordless cycles in the graph complement by length "ComplementOddChordlessCyclePolynomial" polynomial encoding the counts of odd chordless cycles in the graph complement by length "ConnectedDominationPolynomial" connected domination polynomial "ConnectedInducedSubgraphPolynomial" polynomial encoding the counts of connected induced subgraphs by size "CyclePolynomial" cycle polynomial "DetourPolynomial" characteristic polynomial of the detour matrix "DistancePolynomial" distance polynomial "DominationPolynomial" domination polynomial "EdgeCoverPolynomial" edge cover polynomial "EdgeCutPolynomial" edge cut polynomial "FlowPolynomial" flow polynomial "IdiosyncraticPolynomial" Tutte's idiosyncratic polynomial "IndependencePolynomial" independence polynomial "IrredundancePolynomial" irredundance polynomial "LaplacianPolynomial" Laplacian polynomial "MatchingGeneratingPolynomial" matching generating polynomial "MatchingPolynomial" matching polynomial "MaximalCliquePolynomial" polynomial encoding the counts of maximal cliques by size "MaximalIndependencePolynomial" polynomial encoding the counts of maximal independent vertex sets by size "MaximalIrredundancePolynomial" polynomial encoding the counts of maximal irredundant sets by size "MaximalMatchingGeneratingPolynomial" polynomial encoding the counts of maximal independent edge sets by size "MinimalConnectedDominationPolynomial" polynomial encoding the counts of minimal connected dominating sets by size "MinimalDominationPolynomial" polynomial encoding the counts of minimal dominating sets by size "MinimalEdgeCoverPolynomial" polynomial encoding the counts of minimal edge covers by size "MinimalEdgeCutPolynomial" polynomial encoding the counts of minimal edge cuts by size "MinimalTotalDominationPolynomial" polynomial encoding the counts of minimal total dominating sets by size "MinimalVertexCoverPolynomial" polynomial encoding the counts of minimal vertex covers by size "MinimalVertexCutPolynomial" polynomial encoding the counts of minimal vertex cuts by size "OddChordlessCyclePolynomial" polynomial encoding the counts of odd chordless cycles by length "PathPolynomial" path polynomial "QChromaticPolynomial" Qchromatic polynomial "RankPolynomial" rank polynomial "ReliabilityPolynomial" reliability polynomial "SigmaPolynomial" chromatic polynomial in falling factorial basis "TotalDominationPolynomial" polynomial encoding the counts of total dominating sets by size "TuttePolynomial" Tutte polynomial "VertexCoverPolynomial" polynomial encoding the counts of vertex covers by size "VertexCutPolynomial" polynomial encoding the counts of vertex cuts by size  Coloring‐related graph properties include:

"ChromaticInvariant" chromatic invariant "ChromaticNumber" chromatic number "ChromaticPolynomial" chromatic polynomial "EdgeChromaticNumber" edge chromatic number "FractionalChromaticNumber" fractional chromatic number "FractionalEdgeChromaticNumber" fractional edge chromatic number "MinimumVertexColoring" minimum vertex coloring "MinimumEdgeColoring" minimum edge coloring "MinimumWeightFractionalColoring" minimum weight fractional coloring "QChromaticPolynomial" Q‐chromatic polynomial "WeisfeilerLemanDimension" Weisfeiler–Leman dimension  Graph index properties include:

"ABCIndex" atombond connectivity index "ArithmeticGeometricIndex" arithmeticgeometric index "BalabanIndex" Balaban index "CircuitRank" minimum number of edges to remove to turn acyclic "DetourIndex" detour index "HararyIndex" Harary index "HosoyaIndex" Hosoya index "KirchhoffIndex" Kirchhoff index "KirchhoffSumIndex" Kirchhoff sum index "MolecularTopologicalIndex" molecular topological (second Schultz) index "RandicIndex" Randić index "SomborIndex" Sombor index "StabilityIndex" stability index "TopologicalIndex" topological (first Schultz) index "WienerIndex" Wiener index "WienerSumIndex" Wiener sum index "ZagrebIndex1" first Zagreb index "ZagrebIndex2" second Zagreb index  Matrix graph properties include:

"ABCMatrix" atombond connectivity matrix "AdjacencyMatrix" adjacency matrix "ArithmeticGeometricMatrix" arithmeticgeometric matrix "DetourMatrix" matrix of longest path distances "DistanceMatrix" distance matrix "IncidenceMatrix" incidence matrix "LaplacianMatrix" Laplacian matrix "MaximumFlowMatrix" matrix flow matrix "MinimumCostFlowMatrix" minimum cost flow matrix "NormalizedLaplacianMatrix" normalized Laplacian matrix "RandicMatrix" Randić matrix "ResistanceMatrix" resistances between pairs of vertices for unit‐resistance edges "SomborMatrix" Sombor matrix  Local graph properties include:

"ChordCount" number of chords "Chords" chords "Curvatures" curvatures "IsolatedPointCount" number of isolated points "IsolatedPoints" vertices of degree 0 "LeafCount" number of leaves "Leaves" vertices of degree 1  Global graph properties include:

"Anarboricity" maximum number of edge‐disjoint nonacyclic subgraphs whose union is the original graph "ApexCount" apex count "Apices" list of vertices whose removal renders the graph planar "Arboricity" minimum number of edge‐disjoint acyclic subgraphs whose union is the original graph "Center" indices of vertices with graph eccentricity equal to radius "Circumference" circumference of the graph "Coarseness" maximum number of line‐disjoint nonplanar subgraphs "Corank" edge count minus vertex count plus connected component count "Degeneracy" graph degeneracy "DegreeSequence" vertex degrees in monotonic nonincreasing order "DeterminedByResistance" no other graph shares the same multiset of resistances "DeterminedBySpectrum" no other graph shares the spectrum "Diameter" diameter of the graph "Eccentricities" eccentricities of each vertex "FractionalArboricity" fractional arboricity "IntersectionArray" intersection array "LinearArboricity" linear arboricity "MaximumLeafNumber" largest number of tree leaves in any spanning trees "MaximumVertexDegree" largest vertex degree "MeanCurvature" mean curvature "MeanDistance" mean distance between vertices "MinimumLeafNumber" smallest number of tree leaves in any spanning trees "MinimumVertexDegree" smallest vertex degree "Periphery" indices of vertices with graph eccentricity equal to diameter "Pseudoarboricity" pseudoarboricity "QuadraticEmbeddingConstant" quadratic embedding constant "Rank" vertex count minus connected component count "RegularParameters" parameters describing common neighbor counts of vertices "Skewness" minimum number of edges whose removal would result in a planar graph "SpanningTreeCount" number of spanning trees "StarArboricity" star arboricity "Thickness" minimum number of planar subgraphs whose union is the original graph "TreeNumber" minimal number of trees covering the edges of a graph "Triameter" graph triameter (generalization of graph diameter) "VertexDegrees" vertex degeres  Spectral graph properties include:

"ABCEnergy" atombond connectivity energy "ABCSpectralRadius" atombond connectivity spectral radius "AlgebraicConnectivity" second smallest eigenvalue of the Laplacian matrix "ArithmeticGeometricEnergy" arithmeticgeometric energy "ArithmeticGeometricSpectralRadius" arithmeticgeometric spectral radius "Energy" graph energy "LaplacianSpectralRadius" Laplacian spectral radius "LaplacianSpectralRatio" Laplacian spectral ratio "LaplacianSpectrum" eigenvalues of the Laplacian matrix "RandicEnergy" Randić energy "SomborEnergy" Sombor energy "SomborSpectralRadius" Sombor spectral radius "SpectralRadius" spectral radius "Spectrum" eigenvalues of the adjacency matrix "SpectrumSignature" tallies of adjacency matrix eigenvalues  Labeled graph properties include:

"AverageDisorderNumber" average disorder number "DisorderNumber" disorder number "GracefulLabelingCount" number of fundamentally distinct graceful labelings "GracefulLabelings" fundamentally distinct graceful labelings "RadioLabelingCount" number of fundamentally distinct optimal radio labelings "RadioLabelings" fundamentally distinct optimal radio labelings "RadioNumber" radio number  Graph construction properties include:

"AssemblyNumber" assembly number "ConstructionNumber" construction number  Topological graph properties include:

"CrossingNumber" minimum crossings in an embedding of the graph "Dimension" graph dimension "Genus" minimum number of handles yielding a nonedgecrossing embedding "KleinBottleCrossingNumber" minimum crossings in a Klein bottle embedding "MetricDimension" metric dimension "ProjectivePlaneCrossingNumber" minimum crossings in a projective plane embedding "RectilinearCrossingNumber" minimum crossings in a straight‐line embedding "ToroidalCrossingNumber" minimum crossings in a toroidal embedding  Clique‐related properties include:

"CliquePolynomial clique polynomial "Cliques cliques "BicliqueNumber" biclique number "BipartiteDimension" bipartite dimension "CliqueCount" number of cliques "CliqueCoveringNumber" minimum number of maximum cliques needed to cover the vertex set "CliqueNumber" number of vertices in a maximum clique "FractionalCliqueNumber" fractional clique number "LowerCliqueNumber" size of smallest maximal clique "MaximalCliqueCount" number of distinct maximal cliques "MaximalCliquePolynomial" polynomial encoding tallies of maximal clique sizes "MaximalCliques" maximal cliques "MaximumCliqueCount" number of maximum cliques "MaximumCliques" maximum cliques "MinimumCoveringsByMaximalCliques" smallest coverings by maximal cliques "MinimumCoveringsByMaximalCliquesCount" number of smallest coverings by maximal cliques  Cover‐related properties include:

"CliqueCoveringNumber" minimum number of maximum cliques needed to cover the vertex set "EdgeCoverCount" number of edge covers "EdgeCoverNumber" size of the minimum edge cover "EdgeCoverPolynomial" edge cover polynomial "EdgeCovers" edge covers "MinimalEdgeCoverCount" number of minimal edge covers "MinimalEdgeCoverPolynomial" polynomial encoding tallies of minimal edge cover sizes "MinimalEdgeCovers" minimal edge covers "MinimalVertexCoverCount" number of minimal vertex covers "MinimalVertexCoverPolynomial" polynomial encoding tallies of minimal vertex cover sizes "MinimalVertexCovers" minimal vertex covers "MinimumCliqueCoveringCount" number of minimum clique coverings "MinimumCliqueCoverings" minimum clique coverings "MinimumEdgeCoverCount" number of minimum edge covers (matchings) "MinimumEdgeCovers" minimum edge covers (matchings) "MinimumPathCoveringCount" number of minimum path coverings "MinimumPathCoverings" minimum path coverings "MinimumVertexCoverCount" number of minimum vertex covers "MinimumVertexCovers" minimum vertex covers "PathCoveringNumber" path covering number "VertexCoverCount" number of vertex covers "VertexCoverNumber" size of a minimum vertex cover "VertexCoverPolynomial" vertex cover polynomial  Independent set‐related properties include:

"BipartiteDimension" bipartite dimension "EdgeIndependenceNumber" tallies of independent edge set sizes "IndependenceNumber" size of the largest independent vertex set "IndependencePolynomial" independence polynomial "IndependenceRatio" independence ratio "IndependentEdgeSetCount" number of independent edge sets "IndependentEdgeSets" independent edge sets "IndependentVertexSetCount" number of independent vertex sets "IndependentVertexSets" independent vertex sets "IntersectionNumber" intersection number "LowerIndependenceNumber" size of the smallest maximal independent vertex set "LowerMatchingNumber" size of the smallest maximal independent edge set "MatchingGeneratingPolynomial" matching‐generating polynomial "MatchingNumber" degree of the matching‐generating polynomial "MatchingPolynomial" matching‐generating polynomial "MaximalIndependencePolynomial" polynomial encoding the numbers of maximal independent vertex sets by size "MaximalIndependentEdgeSetCount" number of maximal independent edge sets (matchings) "MaximalIndependentEdgeSets" maximal independent edge sets (matchings) "MaximalIndependentVertexSetCount" number of maximal independent vertex sets "MaximalIndependentVertexSets" maximal independent vertex sets "MaximalMatchingGeneratingPolynomial" polynomial encoding the numbers of maximal independent edge sets by size "MaximumIndependentEdgeSetCount" number of maximum independent edge sets (matchings) "MaximumIndependentEdgeSets" maximum independent edge sets (matchings) "MaximumIndependentVertexSetCount" number of maximum independent vertex sets "MaximumIndependentVertexSets" maximum independent vertex sets  Irredundant set‐related properties include:

"IrredundanceNumber" (lower) irredundance number "IrredundancePolynomial" irredundance polynomial "IrredundantSetCount" number of irredundant sets "IrredundantSets" irredundant sets "MaximalIrredundancePolynomial" polynomial encoding tallies of maximal irredundant set sizes "MaximalIrredundantSetCount" number of maximal irredundant sets "MaximalIrredundantSets" maximal irredundant sets "MaximumIrredundantSetCount" number of maximum irredundant sets "MaximumIrredundantSets" maximum irredundant sets "UpperIrredundanceNumber" upper irredundance number  Dominating set‐related properties include:

"ConnectedDominatingSetCount" connected dominating set count "ConnectedDominatingSets" connected dominating sets "ConnectedDominationNumber" size of smallest possible connected dominating set "ConnectedDominationPolynomial" polynomial encoding tallies of connected dominating set sizes "DomaticNumber" maximum number of disjoint dominating sets in a domatic partition of a graph "DominatingSetCount" number of dominating sets "DominatingSets" dominating sets "DominationNumber" size of smallest possible dominating set "DominationPolynomial" polynomial encoding tallies of dominating set sizes "MinimalConnectedDominatingSetCount" number of minimal connected dominating sets "MinimalConnectedDominatingSets" minimal connected dominating sets "MinimalConnectedDominationPolynomial" polynomial encoding tallies of minimal connected dominating set sizes "MinimalDominatingSetCount" number of minimal dominating sets "MinimalDominatingSets" minimal dominating sets "MinimalDominationPolynomial" polynomial encoding tallies of minimal dominating set sizes "MinimalTotalDominatingSetCount" number of minimal total dominating sets "MinimalTotalDominatingSets" minimal total dominating sets "MinimalTotalDominationPolynomial" polynomial encoding tallies of minimal total dominating set sizes "MinimumConnectedDominatingSetCount" minimum connected dominating set count "MinimumConnectedDominatingSets" minimum connected dominating sets "MinimumDominatingSetCount" number of minimum dominating sets "MinimumDominatingSets" minimum dominating sets "MinimumTotalDominatingSetCount" number of minimum total dominating sets "MinimumTotalDominatingSets" minimum total dominating sets "TotalDominatingSetCount" number of total dominating sets "TotalDominatingSets" total dominating sets "TotalDominationNumber" size of smallest possible total dominating set "TotalDominationPolynomial" polynomial encoding the tallies of total dominating set sizes "UpperDominationNumber" size of the largest maximal dominating set  Symmetry‐related properties include:

"ArcTransitivity" maximal order s of an s‐arctransitive graph "AutomorphismCount" order of the vertex automorphism group "AutomorphismGroup" graph automorphism permutation group "CanonicalPolyhedronDistinctEdgeLengthCount" number of distinct edge lengths in the corresponding canonical polyhedron "CayleyGraphGeneratingGroupNames" names of groups that generate the graph as a Cayley graph "CayleyGraphGeneratingGroups" groups that generate the graph as a Cayley graph "DistinguishingNumber" distinguishing number "FixingNumber" fixing number "MinimumDistinguishingLabelingCount" number of minimum distinguishing labelings "MinimumDistinguishingLabelings" minimum distinguishing labelings "SymmetricallyDistinctFaceCount" number of symmetrically distinct faces "SymmetricallyDistinctFaces" list of symmetrically distinct face representatives "SymmetricallyDistinctVertexPairCount" number of symmetrically distinct vertex pairs "SymmetricallyDistinctVertexPairSignature" signature of symmetrically distinct vertex pairs "SymmetricallyDistinctVertices" list of symmetrically distinct vertex representatives "SymmetricallyDistinctVertexCount" number of symmetrically distinct vertices "SymmetricallyEquivalentFaces" lists of symmetrically equivalent faces "SymmetricallyEquivalentVertices" lists of symmetrically equivalent vertices  Information‐related properties include:

"Bandwidth" graph bandwidth "BroadcastTime" graph broadcast time "BroadcastTimes" list of vertex broadcast times "BurningNumber" burning number "CheegerConstant" Cheeger constant "Conductance" graph conductance "Gonality" gonality "Likelihood" probability for graph to be generated by random number and corresponding vertex subset picking "LovaszNumber" Lovász number (estimate of Shannon capacity) "Pathwidth" graph pagewidth "PebblingNumber" pebbling number "ScrambleNumber" scramble number "ShannonCapacity" effective alphabet size in a graph‐represented communication model "TreeDepth" tree depth "Treewidth" graph treewidth  Path‐ and cycle‐related properties include:

"ChordlessCycleCount" number of chordless cycles of length at least 4 "ChordlessCyclePolynomial" polynomial encoding tallies of chordless cycle by length "ChordlessCycles" cycles of length at least 4 with no chords "ComplementChordlessCycleCount" number of chordless cycles in the graph complement "ComplementChordlessCyclePolynomial" polynomial encoding tallies of chordless cycles of the graph complement by length "ComplementChordlessCycles" chordless cycles of length at least 4 in the graph "ComplementOddChordlessCycleCount" number of odd chordless cycles in the graph complement "ComplementOddChordlessCyclePolynomial" polynomial encoiding tallies of odd chordless cycles of the graph complement by length "ComplementOddChordlessCycles" odd chordless cycles of length at least 4 in the graph complement "CycleCount" number of distinct cycles "CyclePolynomial" cycle polynomial "Cycles" lists of cycles "EulerianCycleCount" number of distinct Eulerian cycles "EulerianCycles" lists of Eulerian cycles "FaceSignature" tallies of face lengths "Girth" length of the shortest cycle "HamiltonDecompositionCount" number of Hamilton decompositions "HamiltonDecompositions" partitions of edge set into Hamiltonian cycles "HamiltonianCycleCount" number of distinct Hamiltonian cycles "HamiltonianCycles" lists of Hamiltonian cycles "HamiltonianNumber" length of a shortest Hamiltonian walk "HamiltonianPathCount" number of distinct Hamiltonian paths "HamiltonianPaths" lists of Hamiltonian paths "HamiltonianWalkCount" number of distinct Hamiltonian walks "HamiltonianWalks" lists of Hamiltonian walks "HexagonCount" number of 6cycles "KCyclicIndices" indices that label the graph as the th cyclic graph "LCFSignature" tally of the orders of all possible LCF signatures "LongestCycleCount" number of longest cycles "LongestCycles" longest cycles "LongestPathCount" number of longest paths "LongestPathLength" length of longest path "LongestPaths" longest paths "MinimumPathCoveringCount" number of minimum path coverings "MinimumPathCoverings" minimum path coverings "OddChordlessCycleCount" number of odd chordless cycles of length greater than 3 "OddChordlessCyclePolynomial" polynomial encoding tallies of numbers of odd chordless cycles by length "OddChordlessCycles" chordless cycles of odd length greater than 3 "PathCount" number of distinct paths "PathCoveringNumber" path covering number "PathPolynomial" path polynomial "PathPolynomialMatrix" matrix function of path polynomials "Paths" lists of paths "PentagonCount" number of 5cycles "Radius" radius of the graph "SquareCount" number of 4cycles "TriangleCount" number of 3cycles  Graph centralities include:

"BetweennessCentralities" betweenness centralities "ClosenessCentralities" closeness centralities "DegreeCentralities" vertex degrees "EccentricityCentralities" reciprocal of vertex eccentricities "EdgeBetweennessCentralities" edge betweenness centralities "EigenvectorCentralities" eigenvector centralities "HITSCentralities" hub centralities "KatzCentralities" Katz centralities "LinkRankCentralities" link rank centralities "PageRankCentralities" page rank centralities "RadialityCentralities" radiality centralities "StatusCentralities" status centralities  Graph clustering coefficients include:

"GlobalClusteringCoefficient" global clustering coefficient "LocalClusteringCoefficients" local clustering coefficients "MeanClusteringCoefficient" mean clustering coefficient  Naming‐related properties include:

"AlternateNames" alternate English names "AlternateStandardNames" alternate standard Wolfram Language names "Entity" graph entity "Name" English name "Names" English name and alternate names "StandardName" standard Wolfram Language name "StandardNames" standard and alternate Wolfram Language names  Notation‐related properties include:

"LCFNotations" graph notations for embeddings based on Hamiltonian cycles "Notation" primary notation used for graph "NotationRules" rules for notations specifying the graph  GraphData["class"] gives a list of named graphs in the specified class. GraphData[name,"class"] gives True or False, depending on whether the graph corresponding to name is in the specified class.
 GraphData[name,"Classes"] gives a list of the classes in which the graph corresponding to name appears.
 Basic classes of graphs include:

"Bipartite" bipartite (two components connected by every edge) "Nonplanar" nonplanar (requires crossings) "Nonsimple" nonsimple graph "Planar" planar (no crossings) "Simple" simple graph (unlabeled, undirected) "Tree" tree (no cycles)  Classes based on crossings include:

"Apex" apex graph "CriticalNonplanar" nonplanar and removal of any vertex gives a planar graph "Doublecross" crossing number 2 "DoubleToroidal" genus 2 "IntrinsicallyLinked" intrinically linked "LinklesslyEmbeddable" linklessly embeddable "Nonplanar" crossing number ≥ 1 "Planar" crossing number 0 "Pretzel" genus 3 "Singlecross" crossing number 1 "Toroidal" minimally embeddable on a torus  Classes based on vertex degrees include:

"Cubic" each vertex is of degree 3 "HighlyIrregular" neighbors of each vertex have distinct vertex degrees "Multigraphic" one or more other graphs share the degree sequence "Octic" each vertex is of degree 8 "Quartic" each vertex is of degree 4 "QuasiRegular" each vertex is of the same degree except a single one with degree one larger than the others "Quintic" each vertex is of degree 5 "Regular" each vertex is of the same degree "Septic" each vertex is of degree 7 "Sextic" each vertex is of degree 6 "Switchable" can be reduced to another graph with the same degree sequence by edge switching "TwoRegular" each vertex is of degree 2 "Unigraphic" no other graph shares the degree sequence "Unswitchable" not switchable  Classes based on traversals include:

"Acyclic" free of cycles "AlmostHamiltonian" node graph with Hamiltonian number "Antipodal" each vertex has exactly one maximumdistance vertex "Bridged" contains at least one bridge "Bridgeless" free of bridges "Chordal" free of chordless cycles of length at least 4 "Chordless" free of chords "Cyclic" contains at least one cycle "Eulerian" has a closed cycle containing every edge once "Geodetic" has a unique shortest path between any two vertices "HamiltonConnected" every pair of vertices bounds a Hamiltonian path "HamiltonDecomposable" has a partition of its edge set into Hamiltonian cycles "Hamiltonian" has a closed cycle containing every vertex once "HamiltonLaceable" Hamilton‐connected with bipartitioned endpoints "HStarConnected" either Hamilton‐connected or Hamilton‐laceable "Hypohamiltonian" one‐vertex‐removed graphs are Hamiltonian "Hypotraceable" one‐vertex‐removed graphs are traceable "KempeCounterexample" counterexample to Kempe's 4‐coloring algorithm "MaximallyNonhamiltonian" maximally nonhamiltonian "Median" median graph "Meyniel" every odd cycle of length ≥5 has at least 2 chords "Noneulerian" not Eulerian "Nonhamiltonian" not Hamiltonian "Pancyclic" contains cycles of all lengths from 3 to vertex count "SquareFree" free of 4‐cycles "Traceable" contains a Hamiltonian path "TriangleFree" free of 3‐cycles "Unicyclic" possesses a unique cycle "UniquelyHamiltonian" possessing a unique Hamiltonian cycle "UniquelyPancyclic" uniquely pancyclic "Untraceable" not traceable  Classes based on chess boards include:

"Antelope" moves of an antelope generalized chess piece "Bishop" moves of two (white and black) chess bishops "BlackBishop" moves of a chess black bishop "Fiveleaper" moves of a fiveleaper generalized chess piece "Camel" moves of a (1,3)leaper graph "Giraffe" moves of a (1,4)leaper graph "King" moves of a chess king "Knight" moves of a chess knight "Queen" moves of a chess queen "Rook" moves of a chess rook "RookComplement" graph complement of a rook graph "TriangularHoneycombAcuteKnight" moves of an acute knight on a triangular honeycomb chess board "TriangularHoneycombBishop" moves of a bishop on a triangular honeycomb chess board "TriangularHoneycombKing" moves of a king on a triangular honeycomb chess board "TriangularHoneycombObtuseKnight" moves of an obtuse knight on a triangular honeycomb chess board "TriangularHoneycombQueen" moves of a queen on a triangular honeycomb chess board "TriangularHoneycombRook" moves of a rook on a triangular honeycomb chess board "WhiteBishop" moves of a chess white bishop "Zebra" moves of a (2,3)leaper graph  Classes based on symmetry and regularity include:

"ArcTransitive" ordered pairs of adjacent vertices have identical environments "Asymmetric" not symmetric "Chang" strongly regular on 28 vertices "DistanceRegular" all vertices have identical distance sets "DistanceTransitive" all pairs of vertices have identical distance environments "EdgeTransitive" all edges have identical environments "Identity" automorphism group is of order unity "LocallyPetersen" locally Petersen "Paulus" strongly regular on 25 or 26 vertices "Semisymmetric" regular and edge transitive but not vertex transitive "StronglyRegular" strongly regular "Symmetric" both edge transitive and vertex transitive "Taylor" distance regular with intersection array of form "VertexTransitive" all vertices have identical environments "WeaklyRegular" regular, but not strongly regular "ZeroSymmetric" vertex‐transitive cubic with edges partitioned into three orbits "ZeroTwo" every two vertices have either 0 or 2 common neighbors  Classes based on forbidden graphs include:

"Beineke" Beineke graph (line graph forbidden induced subgraph) "Kuratowski" Kuratowski graph (planar graph forbidden induced subgraph) "Metelsky" Metelsky graph (ine graph forbidden if induced subgraph) "Pathwidth1ForbiddenMinor" pathwidth 1 forbidden minor "Pathwidth2ForbiddenMinor" pathwidth 2 forbidden minor "PetersenFamily" linklessly embeddable forbidden minor "ProjectivePlanarForbiddenMinor" projective planar forbidden minor "ProjectivePlanarForbiddenTopologicalMinor" projective planar forbidden topological minor "ToroidalForbiddenMinor" toroidal graph forbidden minor "UnitDistanceForbiddenSubgraph" minimal unitdistance forbidden subgraph  Special classes include:

"Bicolorable" two or fewer vertex colors needed "Bicubic" bipartite and cubic "Biplanar" biplanar "Block" block graph "BracedPolygon" braced regular polygon graph "Cage" smallest graph of a given girth "Cayley" Cayley graph "ChromaticallyUnique" no other graph shares the chromatic polynomial "ClawFree" free of the claw graph "Conference" conference graph "DistanceHereditary distancehereditary graph "Flexible" infinitesimally flexible graph "Fullerene" planar cubic with all bounded faces pentagons or hexagons "Fusene" planar 2‐connected with all bounded faces hexagons "Graceful" graceful graph "Imperfect" imperfect (i.e. not perfect) graph "Incidence" incidence graph of a configuration "Integral" spectrum consists of integers "Laman" minimal rigid (Laman) graph "LCF" describable in LCF notation (regular Hamiltonian) "Line" line graph "Local" graph is locally a particular graph for all vertices "Matchstick" embeddable with a planar drawing having unit edge lengths "Moore" graphs with the Moore property "Nonempty" nonempty graph "NoPerfectMatching" has no perfect matching "Nuciferous" nuciferous graph "Nut" adjacency matrix has rank 1 and contains no 0 element "Ore" Ore graph "Outerplanar" outerplanar graph "Perfect" perfect graph "PerfectMatching" has a matching with vertices "Polyhex" polyhex graph "Polyiamond" polyiamond graph "Polyomino" polyomino graph "ProjectivePlanar" graph can be drawn on the real projective plane "Ptolemaic" Ptolemaic graph "QuadraticallyEmbeddable" quadratically embeddable graph "Rigid" infinitesimally rigid graph "SelfComplementary" isomorphic to its complement "SelfDual" isomorphic to its dual "Split" split graph "StronglyPerfect" every induced subgraph has an independent set meeting all maximal cliques of "UniquelyColorable" vertexcolorable in a single way modulo graph symmetry and permutation of colors "UnitDistance" embeddable with edges of unit length "WeaklyPerfect" clique number equals chromatic number "WellCovered" every minimal vertex cover has the same size  Classes associated with polyhedra include:

"Antiprism" skeleton of an antiprism "Archimedean" skeleton of one of the 13 Archimedean solids "ArchimedeanDual" skeleton of one of the 13 Archimedean duals "Dipyramid" skeleton of a dipyramid "JohnsonSkeleton" skeleton of one of the 92 Johnson solids "Platonic" skeleton of one of the five Platonic solids "Polyhedral" skeleton of a polyhedron "Prism" skeleton of a prism "RegularPolychoron" skeleton of one of the six regular four‐dimensional solids "Trapezohedron" skeleton of a trapezohedron "UniformSkeleton" skeleton of a uniform polyhedron "Wheel" skeleton of a pyramid  Snarkrelated classes include:

"Flower" flower graph (snark for n5, 7, …) "Goldberg" Goldberg graph (snark for n5, 7, …) "Snark" snark (cyclically 4edge connected cubic graph with edge chromatic number 4 and girth at least 5) "WeakSnark" weak snark (cyclically 4edge connected cubic graph with edge chromatic number 4 and girth at least 4)  Special classes of trees and their generalization include:

"Cactus" connected graph in which any two graph cycles have no edge in common "Caterpillar" vertices are on a central stalk or only one edge away from a stalk "Centipede" vertices and edges correspond to the configuration of a comb "Forest" a collection of trees (same as "Acyclic") "FullyReconstructibleC1" determined from its 1‐dimensional measurement variety "FullyReconstructibleC2" determined from its 2‐dimensional measurement variety "FullyReconstructibleC3" determined from its 3‐dimensional measurement variety "Halin" Halin graph "Lobster" removal of leaves gives a caterpillar "Pseudoforest" contains at most one cycle per connected component "Pseudotree" a connected pseudoforest "SeriesReduced" seriesreduced tree (no vertices of degree 2) "Spider" one vertex of degree at most 3 and all others with degree at most 2 "Tripod" a tree having exactly three tree leaves  Classes of graphs indexed by one or more integers include:

"Accordion" accordion graph "Alkane" n alkane graph "Apollonian" connectivity graph of a 2D Apollonian gasket "BipartiteKneser" vertices represent k subsets and n‐k subsets of {1,…,n} "Book" graph Cartesian product of a star and a two‐path graph "Bouwer" regular graphs including members that are symmetric but not arc transitive "Bruhat" graph whose vertices are permutations on n symbols with edges for permutations differing by an adjacent transposition "Caveman" caveman graph "Circulant" n vertices each with identical relative adjacencies "Complete" all pairs of vertices are connected "CompleteBipartite" all pairs connected across two disjoint sets of vertices "CompleteKPartite" all pairs connected across disjoint sets of vertices "CompleteTripartite" all neighboring pairs connected across three disjoint sets of vertices "Cone" graph join of a cycle graph and empty graph "Crown" complete bipartite with horizontal edges removed "Cycle" a single cycle through n vertices "CycleComplement" complement graph of the cycle graph "Cyclotomic" graph with vertices adjacent if their difference is a cube in "DiagonalIntersection" graph with vertices formed from the vertices of a regular ngon and the intersection of its diagonals "Dipyramid" skeleton graph of an ndipyramid "Doob" Cartesian product of Shrikhande graphs and a Hamming graph "DoubleCone" double cone graph with ngonal bases "Egawa" Egawa graph "Empty" n vertices with no edges "Fan" graph join of an empty graph with a path graph "FibonacciCube" a Fibonacci cube graph "Flower" flower graph (snark for n5, 7, …) "FoldedCube" folded n‐hypercube graph "Gear" a wheel with vertices added between the vertices of the outer cycle "GeneralizedPolygon" an incidence plane based on a symmetric binary relation "GoethalsSeidelBlockDesign" Goethals–Seidel block design graph "Goldberg" Goldberg graph (snark for n5, 7, …) "Grassmann" Grassmann graph "Grid" an array of points with grid connectivity "Haar" Haar (regular bipartite) graph of index n "Hadamard" graph corresponding to a matrix satisfying "HalvedCube" halved n‐hypercube graph "Hamming" direct product of m complete graphs of size n "Hanoi" a Hanoi graph "Harary" a Harary graph "Helm" a wheel with a pendant edge adjoined at each cycle vertex "HexagonalGrid" hexagonal grid graph "HoneycombToroidal" honeycomb toroidal graph "Hypercube" an n‐dimensional hypercube "IGraph" generalization of a generalized Petersen graph "Jahangir" Jahangir graph "Johnson" graph describing adjacencies in the m‐subsets of an n‐set "JohnsonSkeleton" skeleton graph of the n Johnson solid "KayakPaddle" kayak paddle graph "Keller" Keller graph "KleinBottleTriangulation" a regular triangulation of a Klein bottle "Kneser" vertices represent k‐subsets of {1,…,n} "Ladder" a 2n‐vertex ladder graph "LadderRung" graph union of n two‐paths "LucasCube" Lucas cube graph "Mathon" Mathon graph "MengerSponge" connectivity graph of a Menger sponge "MiddleLayer" middle layer graph "MoebiusLadder" an n‐sided prism graph with a half‐twist "Mycielski" a triangle‐free graph with chromatic number n "Odd" an odd graph "Paley" graph with vertices adjacent if their difference is a square in "Pan" an n‐cycle connected to a singleton graph by a bridge "Pasechnik" Pasechnik graph "Path" an n‐vertex tree with no branches "PathComplement" complement graph of the path graph "Pell" Pell graph "PermutationStar" a "star graph" on permutations of {1,…,n} with edges at swaps "SierpinskiCarpet" connectivity graph of the Sierpiński carpet "SierpinskiSieve" connectivity graph of the Sierpiński sieve "SierpinskiTetrahedron" connectivity graph of the Sierpiński tetrahedron (tetrix) "Spoke" spoke graph with arms and vertices per arm "StackedBook" graph Cartesian product of a star and a path graph "StackedPrism" a stacked prism graph "Star" a center vertex connected to n‐1 vertices "Sun" a complete graph with erected triangles on outer edges "Sunlet" a cycle with pendant edges "Tetrahedral" an ‐Johnson graph "TorusGrid" grid graph on a torus "TorusTriangulation" a regular triangulation of a torus "Transposition" a transposition graph "Triangular" an ‐Johnson graph "TriangularGrid" a triangular grid graph "TriangularSnake" triangular snake graph "Turan" a Turán graph on n vertices that is (k+1)‐clique free "Wheel" a cycle with all vertices connected to a center "WheelComplement" complement of a wheel graph "Windmill" m copies of the complete graph with a vertex in common "Wreath" n collections of k nodes arranged around a circle such that all nodes in adjacent collections are connected  GraphData[name,"property","type"] gives a set of specific graphs, images, or embeddings, where in 2D "type" may include "3D", "All", "Circulant", "Circular", "Degenerate", "Gear", "GeneralizedPetersen", "Grid", "Halin", "IGraph", "IntegerCoordinates", "Integral", "LCF", "Linear", "Matchstick", "MinimalCrossing", "MinimalIntegral", "MinimalPlanarIntegral", "MinimalRectilinearCrossing", "Perspective", "Planar", "Polyiamond", "Polyomino", "Primary", "Torus", "TriangularGrid", "UnitDistance", and "XYZ"; and in 3D "type" may include "Grid", "IntegerCoordinates", "Integral", "Polyhedron", "Primary", "TetrahedralGrid", "UnitDistance", and "XYZ".
 Type properties related to graph display include:

"Embeddings" embeddings of a given type "EmbeddingClasses" list of embedding classifications "Graph" graph of a given type "Graphics" graphics "Graphics3D" 3D graphics "Image" images of a given type "MeshRegion" mesh region  GraphData[name,"property","outputtype"] gives graph properties in the format specified by "outputtype", which, depending on "property", may be "All", "Count", "Directed", "Edge", "Entity", "Graph", "Graphics", "Group", "Image", "Labeled", "List", "Name", "Pair", "Polyhedron", "Rule", or "Undirected".
 Output type properties related to graph output include:

"CayleyGraphGeneratingGroups" groups generating corresponding to graph as a Cayley graph as groups, entities, or entity names "CochromaticGraphs" cochromatic graphs as graphs, entities, entity names, 3D graphs, graphics, or images "CodegreeSequenceGraphs" codegree sequence graphs as graphs, entities, entity names, 3D graphs, graphics, or images "ComplementGraph" complement graph as a graph, entitiy, entity name, graphics, or image "ConnectedComponents" connected components as graphs, entities, entity names, 3D graphs, graphics, or images "CoresistanceGraphs" coresistance graphs as graphs, entities, entity names, 3D graphs, graphics, or images "CospectralGraphs" cospectral graphs as graphs, entities, entity names, 3D graphs, graphics, or images "DualGraph" dual graph as a graph, entitiy, entity name, graphics, or image "LineGraph" line graph as a graph, entitiy, entity name, graphics, or image "LocalGraph" local graph as a graph, entitiy, entity name, graphics, or image "PolyhedralEmbeddings" polyhedra having given graph as a skeleton as polyhedra, entities, or entity names "RootGraph" root graph as a graph, entitiy, entity name, graphics, or image  GraphData[name,"property","ann"] or GraphData["property","ann"] gives various annotations associated with a property. Typical annotations include:

"Description" short textual description of the property "Information" hyperlink to additional information "LongDescription" longer textual description of the property "Note" additional information about the property "Value" the value of the property  Using GraphData may require internet connectivity.
Examples
open allclose allBasic Examples (3)
Scope (715)
Names and Classes (7)
Obtain a list of all standard implemented graphs:
Obtain a list of all implemented graphs:
Find the English name of a graph:
A list of alternate names can also be found:
Additional names acceptable as input can be found:
Find the list of graph classes:
Properties and Annotations (2)
Property Values (4)
The values of properties may take a variety of forms as Wolfram Language expressions:
A property that is not available for a graph has the value Missing["NotAvailable"]:
Some graph properties may be Missing but still include partial information:
A property whose value is too large to include has the value Missing["TooLarge"]:
Detailed Properties (702)
Basic Graph Properties (9)
Give the adjacency matrix, returned as a SparseArray object:
Convert to an explicit matrix:
Plot the matrix using ArrayPlot:
Verify that the positions of 1s in the adjacency matrix correspond to graph edges:
List the number of distinct adjacency matrices possible for the cubical graph:
Return the number of edges of the octahedral graph:
Compare with taking the length of the edge list:
Return the edges of the octahedral graph:
Give the face count of the octahedral graph:
Give the faces of the octahedral graph:
Give the incidence matrix of the octahedral graph:
Properties Related to Graph Connectivity (29)
Give the block count of the butterfly graph:
Give the blocks of the butterfly graph:
Show the bridges of the 3barbell graph:
List connected graphs on five vertices:
Check if the graph is connected:
Check if the graph is connected:
Return the number of connected components in the graph:
Do the same using the "Count" annotation:
Return the connected components of the graph:
List the names of the connected components:
List the indices of connected components:
Give the number of connected induced subgraphs of the diamond graph:
Compare with the value obtained from the connected induced subgraph polynomial:
Display the diamond graph and compare the above counts with those computed from scratch:
Give the connected induced subgraph polynomial of the diamond graph:
Compare to the actual subgraphs:
Give the cyclic edge connectivity of the Petersen graph:
Show the two cyclic components of a edge cut set of size 5:
List disconnected graphs on five vertices:
Check if the graph is disconnected:
Check if the graph is disconnected:
Find the edge connectivity of a complete binary tree of order 4:
Return the number of edge cuts in the triangle graph:
Do the same with the "Count" annotation:
Compare with the length of edge cuts:
Show the edge cuts in the triangle graph:
Visualize how the cuts disconnect the graph:
Give the lambda components of the domino graph:
Give the Luccio–Sami components of the domino graph:
Return the number of minimal edge cuts in the triangle graph:
Do the same with the "Count" annotation:
Compare with the length of edge cuts:
Show the minimal edge cuts in the triangle graph:
Visualize how the cuts disconnect the graph:
Return the number of minimal vertex cuts in the butterfly graph:
Do the same with the "Count" annotation:
Compare with the length of edge cuts:
Show the minimal edge cuts in the butterfly graph:
Visualize how the cuts disconnect the graph:
Return the number of minimum vertex cuts of the square graph with triangles erected on two opposite sides:
Give the number of minimum cyclic edge cuts of the Petersen graph:
Do the same as an annotation to "MinimumCyclicEdgeCuts":
Compare with the number of minimum cyclic edge cuts:
Return the minimum cyclic edge cuts of the Petersen graph:
Compare with the cyclic edge connectivity:
Visualize the cuts to reveal the resulting two cyclic components:
Give the minimum vertex cuts of the square graph with triangles erected on two opposite sides:
Show the disconnected graphs resulting from these cuts:
Give spanning trees for the tetrahedral graph:
Give the strength of the butterfly graph:
Give the toughness of the butterfly graph:
Give the vertex connectivity of Tietze's graph:
Return the number of vertex cuts in the butterfly graph:
Do the same with the "Count" annotation:
Compare with the length of edge cuts:
Properties Related to Graph Minors (2)
Properties Related to Graph Display (12)
Show the default embedding of the octahedral graph:
Show classes of tabulated 2D embeddings of the cubical graph:
Show classes of known 3D embeddings of the cubical graph:
List the known 2D embeddings of the octahedral graph:
List the known 3D embeddings of the octahedral graph:
Show the default embedding of the octahedral graph:
Show the default 3D embedding of the octahedral graph:
Give all cataloged 3D embeddings of the cubical graph:
Show a graphic of the octahedral graph:
Give all cataloged embeddings of the octahedral graph as graphics:
Show a 3D graphic of the octahedral graph:
Give all cataloged embeddings of the cubical graph as 3D graphics:
Show an image of the default embedding of the octahedral graph:
Show the threedimensional embedding of the cubical graph as an image:
Show the Nauru graph as a mesh region:
Show all available embeddings as mesh regions:
Show a mesh region embedded in 3D:
Show the icosahedral graph as a polyhedron:
Return the vertex coordinates for the default embedding of the octahedral graph:
Properties Returning Graph Objects (13)
Return the bipartite double graph of the Clebsch graph:
Give the standard name of the bipartite double graph:
Return the cubical graph in canonical form:
The edge lists are not necessarily the same:
Verify the graphs are isomorphic:
Return the cochromatic graphs of the claw graph:
Return the codegree sequence graphs of the 5path graph:
Since this graph shares a degree sequence, it is not unigraphic:
Return the graph complement of the icosahedral graph:
Return the connected components graph of the graph:
Return a graph object for the dual graph of the icosahedral graph:
Return a graph object for the icosahedral graph:
This is also the default property for graphs:
Return a 3D graph object for the icosahedral graph:
Return the line graph of the icosahedral graph:
Annotatable Properties Related to Graph Output (12)
Return groups whose Cayley graphs generate the cubical graph using the default output type:
Return them explicitly as groups:
Return FiniteGroupData standard names whose Cayley graphs generate the cubical graph:
Return FiniteGroupData entities whose Cayley graphs generate the cubical graph:
Give cochromatic graphs of the claw graph:
Return the names of the cochromatic graphs:
Verify these share the same chromatic polynomial:
Show graph names for graphs that are cochromatic with the 5star graph:
Give the names of graphs cochromatic with the bull graph:
Return the graph complement of the icosahedral graph:
Do the same using the annotation "Graph":
Return as an Image:
Return as a Graphics object:
Give the name of the complement graph:
Return the entity corresponding to the complement graph:
Show the graph names for the complement of graphs on four or fewer vertices:
The complement graph name of a selfcomplementary graph is identical to the StandardName:
Show graph and complement names (should be the same) for "interesting" small selfcomplementary graphs:
Return the connected components graph of the graph:
Do the same using the "Graph" annotation:
Return the indices of the connected components:
Return the names of the connected components:
Return the number of connected components:
Do the same using the "Count" annotation:
Give the vertex counts of the connected components:
Do the same using the "List" annotation:
Do the same using the "VertexCount" annotation:
Do the same using the "Graph" annotation:
Get the names of the coresistance graphs:
Show the graph and its coresistance graph together:
Verify that the graphs in question have the same resistance sets:
Show graphs that share a resistance multiset with at least one other distinct graph:
List the names of graphs sharing the same multiset of resistances with a given graph:
Show graph names for graphs that are equivalent with a particular 20vertex graph:
Return the cospectral graphs of the tesseract graph using the default output type:
Return the cospectral graphs of the tesseract graph explicitly as a graph:
Give the names of graphs cospectral with the Shrikhande graph:
Show graph names for graphs that are cospectral with the tesseract graph:
Return a graph object for the dual graph of the icosahedral graph:
Not all graphs have unique duals:
Show the graph name for the graph that is dual to the icosahedral graph:
It is in turn dual to the icosahedral graph:
List graphs with a tabulated graph dual:
Display the Johnson solid J_{8} skeleton:
Verify that it is dual to itself:
Tabulate cataloged selfdual graphs:
Return the line graph of the icosahedral graph:
Return the name of the line graph:
Give the name of the line graph for the Petersen graph:
Give the names of the line graphs of the Platonic graphs:
Show the Platonic graphs and their line graphs:
Show the graph names for the line graphs of nonempty graphs on four or fewer vertices:
Taking the line graph twice does not in general give back the original graph:
The line graph of a graph is isomorphic to itself only for cycle graphs or unions of identical cycle graphs:
Return the local graph of the Conway–Smith graph:
Return the name of the local graph:
Return polyhedra whose skeletons are isomorphic to the cubical graph using the default output type:
Return explicitly as PolyhedronData standard names:
Annotatiable Properties Related to ListType Output (10)
Give the adjacency matrix of the default embedding for the square graph:
Give the number of possible adjacency matrices:
Return the same using the "Count" annotation:
Give all possible adjacency matrices:
Give (undirected) cycles of the house graph:
Do the same using the explicit "Undirected" annotation:
Give count of undirected cycles:
Compare with the direct property:
Return the edges of the octahedral graph:
Verify the above agrees with the "EdgeCount" property:
Return the edges as a set of rules, suitable for plotting in GraphPlot:
Return a graphic of the edges:
Give (undirected) Eulerian cycles of the butterfly graph:
Compare with the output of FindEulerianCycle:
Do the same using the explicit "Undirected" annotation:
Give count of undirected cycles:
Compare with the direct property:
Give the faces of the octahedral graph:
Verify the above agrees with the "FaceCount" property:
Show the faces of the octahedral graph:
Give (undirected) Hamiltonian cycles of the house X graph:
Do the same using the explicit "Undirected" annotation:
Give directed Hamiltonian cycles:
Give count of undirected Hamiltonian cycles:
Compare with the direct property:
Give (undirected) Hamiltonian paths of the butterfly graph:
Do the same using the explicit "Undirected" annotation:
Give directed Hamiltonian paths:
Give count of undirected Hamiltonian paths:
Compare with the direct property:
Give (undirected) Hamiltonian walks of the butterfly graph:
Do the same using the explicit "Undirected" annotation:
Give directed Hamiltonian paths:
Give count of undirected Hamiltonian paths:
Compare with the direct property:
Give the vertex coordinates of the default embedding of the octahedral graph:
This is equivalent to the "Embeddings" property:
Annotatable Properties Related to Graph Display (7)
Give all tabulated embeddings of the cubical graph:
Show classes for each embedding:
Return the primary embedding of a graph:
Return all tabulated planar embeddings of the graph:
Return all tabulated LCF embeddings of the graph:
Give all tabulated 3D embeddings of the cubical graph:
Show classes for each 3D embedding:
Return all tabulated Polyhedron embeddings of the graph:
Return the cubical graph as a graph object:
Return tabulated planar embeddings:
Return the cubical graph as a 3D graph object:
Return tabulated polyhedron embeddings:
Return the cubical graph as a graphics object:
Return tabulated planar embeddings:
Return the cubical graph as a 3D graph object:
Return tabulated polyhedron embeddings as graphics objects:
Return an image of the primary embedding of a graph:
Give all cataloged embeddings of the octahedral graph:
Show the threedimensional embedding of the cubical graph as an image:
Give all cataloged 3D embeddings of the cubical graph as images:
Properties Representing Graph Polynomials (43)
Display the characteristic polynomial of the Coxeter graph as a pure function:
As a function of a variable x:
Compare with the directly computed value:
Give the chordless cycle polynomial of the cubical graph as a pure function:
Extract tallies by cycle length:
Extract tallies by cycle length a different way:
Compare with the tallies of chordless cycle lengths:
Give the chromatic polynomial of the cubical graph as a pure function:
As a function of a variable x:
The chromatic polynomial is a special case of the rank polynomial:
Give the chromatic polynomial of the icosahedral graph in terms of a variable x:
Give the clique polynomial of the utility graph as a pure function:
Compare to the explicit cliques:
Give the complement chordless cycle polynomial of the circulant graph as a pure function:
Extract tallies by cycle length:
Extract tallies by cycle length a different way:
Compare with the tallies of complement chordless cycle lengths:
Give the complement odd chordless cycle polynomial of the circulant graph as a pure function:
Extract tallies by cycle length:
Extract tallies by cycle length a different way:
Compare with the tallies of complement odd chordless cycle lengths:
Give the coboundary polynomial of the complete graph K_{5} as a pure function:
As a function of a variables q and t:
The coboundary polynomial is a special case of the Tutte polynomial:
Give the connected domination polynomial of the fish graph:
Compare with the connected dominating set count:
Compare with connected dominating set tallies:
Give the connected induced subgraph polynomial of the Eiffel Tower graph:
Compare with the count of connected induced subgraphs:
Give the cycle polynomial of the cubical graph as a pure function:
Give the detour polynomial of the cubical graph as a pure function:
As a function of a variable x:
Give the distance polynomial of the cubical graph as a pure function:
As a function of a variable x:
Give the domination polynomial of the Coxeter graph as a pure function:
As a function of a variable x:
Give the edge cover polynomial of the utility graph as a pure function:
As a function of a variable x:
Compare to the explicit covers:
Give the edge cut polynomial of the utility graph as a pure function:
As a function of a variable x:
Give the flow polynomial of the cubical graph as a function of a variable u:
The flow polynomial is a special case of the rank polynomial:
Give the idiosyncratic polynomial of the cubical graph:
Compare with a direct computation:
Give the independence polynomial of the cubical graph:
Give the irredundance polynomial of the cubical graph:
Compute from the irredundant sets:
Give the Laplacian polynomial of the cubical graph as a pure function:
As a function of a variable x:
Compute from Laplacian polynomial:
Give the matching generating polynomial of the cubical graph:
Give the matching polynomial of the cubical graph:
Give the maximal clique polynomial of the house graph as a pure function:
Extract tallies by maximal clique size:
Extract tallies by maximal clique size a different way:
Compare with the tallies of maximal clique sizes:
Give the maximal independence polynomial of the cricket graph as a pure function:
Extract tallies by maximal independent vertex set size:
Extract tallies by maximal independent vertex set size a different way:
Compare with the tallies of maximal independent edge sets:
Give the maximal irredundance polynomial of the cricket graph as a pure function:
Extract tallies by maximal irredundant set size:
Extract tallies by maximal irredundant set size a different way:
Compare with the tallies of maximal irredundant sets:
Give the maximal matching generating polynomial of the cricket graph as a pure function:
Extract tallies by maximal independent edge set size:
Extract tallies by maximal independent edge set size a different way:
Compare with the tallies of maximal independent edge sets:
Give the minimal connected domination polynomial of the 5wheel graph as a pure function:
Extract tallies by minimal connected dominating set size:
Extract tallies by minimal connected dominating set size a different way:
Compare with the tallies of minimal connected dominating sets:
Give the minimal domination polynomial of the cricket graph as a pure function:
Extract tallies by minimal dominating set size:
Extract tallies by minimal dominating set size a different way:
Compare with the tallies of minimal dominating sets:
Give the minimal edge cover polynomial of the cricket graph as a pure function:
Extract tallies by minimal edge cover size:
Extract tallies by minimal edge cover size a different way:
Compare with the tallies of minimal edge covers:
Give the minimal edge cut polynomial of the utility graph as a pure function:
As a function of a variable x:
Give the minimal total domination polynomial of the butterfly graph as a pure function:
Extract tallies by total dominating set size:
Extract tallies by total dominating set size a different way:
Compare with the tallies of total dominating sets:
Give the minimal vertex cover polynomial of the cricket graph as a pure function:
Extract tallies by minimal vertex cover size:
Extract tallies by minimal vertex cover size a different way:
Compare with the tallies of minimal vertex covers:
Give the minimal vertex cut polynomial of the utility graph as a pure function:
As a function of a variable x:
Give the odd chordless cycle polynomial of the Golomb graph as a pure function:
Extract tallies by odd chordless cycle lengths:
Extract tallies by odd chordless cycle lengths in a different way:
Compare with the tallies of odd chordless cycle lengths:
Give the path polynomial of the cubical graph as a pure function:
Give the Qchromatic polynomial of the Chvátal graph:
Give the rank polynomial of the cubical graph:
Give the reliability polynomial of the cubical graph:
The reliability polynomial is a special case of the Tutte polynomial:
Give the sigma polynomial of the cubical graph:
Give the total domination polynomial of the 5wheel graph as a pure function:
Extract tallies by total dominating set size:
Extract tallies by total dominating set size a different way:
Compare with the tallies of total dominating sets:
Give the Tutte polynomial of the cubical graph:
The Tutte polynomial is a special case of the rank polynomial:
Give the vertex cover polynomial of the utility graph as a pure function:
Compare to the explicit covers:
Give the vertex cut polynomial of the utility graph as a pure function:
ColoringRelated Graph Properties (10)
Give the chromatic invariant cubical graph:
Give the chromatic number of the cubical graph:
Compare with the buildin function:
Visualize the chromatic number:
Give the edge chromatic number of the cubical graph:
Compare with the builtin function:
Visualize the edge chromatic number:
Give the fractional chromatic numbers of the Mycielski graphs:
Compare with the closed form known for this fractional chromatic number:
Give the fractional edge chromatic numbers of the flower snark :
Give a minimum edge coloring of the octahedral graph:
Give a minimum vertex coloring of the octahedral graph:
Show a minimum weight fractional coloring of the Petersen graph:
Compute the fractional chromatic number:
Compare with the direct property:
Give the Qchromatic polynomial of the Chvátal graph:
The Qchromatic polynomial has smaller degree and coefficients than the usual chromatic polynomial for graphs with chromatic number at least 3:
The Qchromatic polynomial is not defined for graphs with chromatic number less than 3:
Give the Weisfeiler–Leman dimension of the tetrahedral graph:
Graph Index Properties (18)
Give the ABC index of the butane graph:
Compare with the sum of ABC matrix elements:
Give the arithmeticgeometric index of the propane graph:
Compare with the sum of arithmeticgeometric matrix elements:
Display the Balaban index of the Coxeter graph:
Give the Balaban index of the isobutane graph:
Give the circuit rank of the Coxeter graph:
Display the circuit rank of the icosahedral graph:
Compare with the value obtained from other properties:
Give the detour index of the cubical graph:
Give the Harary index of the cubical graph:
Give the Hosoya index of the cubical graph:
The Hosoya index is identical to the independent edge set count:
Give the Kirchhoff index of the cubical graph:
Give the Kirchhoff index of the isobutane graph:
Give the Kirchhoff sum index of the cubical graph:
Give the Kirchhoff sum index of the isobutane graph:
Give the molecular topological index of the cubical graph:
Give the stability index of the cubical graph:
Give the Randić index of the octahedral graph:
Compare with the sum of Randić matrix elements:
Give the Sombor index of the octahedral graph:
Compare with the sum of Sombor matrix elements:
Give the topological index of the cubical graph:
Give the Wiener index of the cubical graph:
Give the Wiener index of the isobutane graph:
Give the Wiener sum index of the cubical graph:
Give the Wiener sum index of the isobutane graph:
Give the first Zagreb index of the cubic graph:
The first Zagreb index is defined as the sum of squared vertex degrees:
Give the second Zagreb index of the cubic graph:
The second Zagreb index is defined as the sum of squared vertex degrees:
Matrix Graph Properties (12)
Give the ABC matrix of the propane graph:
Give the arithmeticgeometric matrix of the propane graph:
Give the adjacency matrix, returned as a SparseArray object:
Convert to an explicit matrix:
Plot the matrix using ArrayPlot:
Verify that the positions of 1s in the adjacency matrix correspond to graph edges:
Give the detour matrix of the cubical graph:
Return the distance matrix of the octahedral graph:
Give the incidence matrix of the octahedral graph:
Give the Laplacian matrix of the octahedral graph:
Show the maximum flow matrix for the E graph:
Show the minimum cost flow matrix for the E graph:
Give the normalized Laplacian matrix of the octahedral graph:
Give the matrix in expanded form:
Give the Randić matrix of the propane graph:
Local Graph Properties (6)
List the bridges of the Walther graph:
Do the same using the "Count" annotation:
Give the number of chords in the house graph:
List the chords of the house graph:
Do the same using the "Count" annotation:
Display the curvatures of the A graph:
Show number of leaves directly:
Global Graph Properties (29)
Show the anarboricity of the cycle graph :
Give the number of apices of the Wagner graph:
Compare with the length of the list of apices:
List named connected (nonplanar) apex graphs:
Find all apices of the Wagner graph:
Delete apices and verify planarity of the resulting graphs:
Show the arboricity of the complete graphs:
Compare with the value form theory:
Give the number of articulation vertices in the Agraph:
Compare with the list of articulation vertices:
Find graphs having articulation vertices:
Give the indices of the articulation vertices of the isobutane graph:
Visualize the articulation vertices:
Display the circumference of the icosahedral graph:
Verify that this corresponds to the length of the longest cycle:
Display the corank of the icosahedral graph:
Compute the corank from other graph properties:
Give the graphs on four or fewer vertices that are determined by resistance:
Check if the cubical graph is determined by spectrum:
Check if the tesseract graph is determined by spectrum:
Give the names of the graphs with the same spectrum as the tesseract graph:
Give the diameter of the Pappus graph:
Give the eccentricities of the Pappus graph:
Give the intersection array of the cubical graph:
Display the maximum leaf number of the A graph:
The maximum leaf number is the maximum possible leaf count of a spanning tree:
Give the maximum vertex degree of the E graph:
Display the mean curvature of the A graph:
The mean curvature is the mean of the curvatures associated with individual vertices:
Display the mean distance of the Petersen graph:
Display the minimum leaf number of the A graph:
The maximum leaf number is the minimum possible leaf count of a spanning tree:
Give the minimum vertex degree of the E graph:
Display the periphery of a tree:
Display the quadratic embedding constant of the icosahedral graph:
For graphs whose distance matrices have constant row sums, the quadratic embedding constant equals the second largest eigenvalue of the distance matrix:
Display the rank of the icosahedral graph:
Compute the rank from other graph properties:
Display the regular parameters of the cubical graph:
Display the skewness of the tesseract graph:
Compare with the result from theory:
Display the number of spanning trees in the 120cell graph:
Show the triameter of the Coxeter graph:
Compare with the directly computed value:
Spectral Graph Properties (13)
Give the ABC energy of isobutane:
Compare with the sum of absolute values of the eigenvalue of the ABC matrix:
Give the ABC spectral radius of isobutane:
Compare with the largest eigenvalue of the ABC matrix:
Give the algebraic connectivity of isobutane:
Algebraic connectivity is defined as the second smallest member of the Laplacian spectrum:
Compare with the second smallest eigenvalue of the Laplacian matrix:
Give the arithmeticgeometric energy of methane:
Compare with the sum of absolute values of the eigenvalue of the arithmeticgeometric matrix:
Give the arithmeticgeometric spectral radius of isobutane:
Compare with the largest eigenvalue of the arithmeticgeometric matrix:
Display the Laplacian spectral radius of the tesseract graph:
The Laplacian spectral radius is the largest eigenvalue of the Kirchhoff matrix:
Display the Laplacian spectral ratio of the tesseract graph:
The Laplacian spectral ratio is defined as the ratio of the Laplacian spectral radius to the algebraic connectivity:
Display the Laplacian spectrum of the 600cell graph:
Display a nicely formatted version:
Give the Randić energy of isobutane:
Compare with the sum of absolute values of the eigenvalue of the Randić matrix:
Give the Sombor energy of isobutane:
Compare with the sum of absolute values of the eigenvalue of the Sombor matrix:
Give the Sombor spectral radius of isobutane:
Compare with the largest eigenvalue of the Sombor matrix:
Give the spectral radius of the 600cell graph:
Compare with the graph spectrum:
Labeled Graph Properties (7)
Return the average disorder number of the cubical graph:
Compare with the Wiener index:
Return the disorder number of the cubical graph:
Return the number of fundamentally distinct graceful labelings for the tetrahedral graph:
Do the same using the "Count" annotation:
Compare with the number of distinct labelings:
Show the fundamentally distinct graceful labelings of the tetrahedral graph:
Verify the labeling is graceful:
Show the fundamentally distinct optimal radio labelings of the 5path graph:
Return the number of fundamentally distinct optimal radio labelings for the 5path graph:
Do the same using the "Count" annotation:
Compare with the number of distinct optimal labelings:
Give the radio number of the 5path graph:
Compare again the maximum label of all distinct optimal radio labelings:
Graph Construction Properties (2)
Topological Graph Properties (8)
Display the crossing number of the icosahedral graph:
The crossing number is 0 since the graph is planar:
Return the dimension of the cubical graph:
Show unitdistance embeddings in the plane corresponding to dimension 2:
Give the genus of the cubical graph:
Give the genus of the unique graph that triangulates the torus and Klein bottle:
Give the Klein bottle crossing number of the unique graph that triangulates the torus and Klein bottle:
Return the metric dimension of the cubical graph:
Give the projective plane crossing numbers of the complete bipartite graphs :
Compare with the known closed form values:
Give the rectilinear crossing numbers for complete graphs:
Give the toroidal crossing number of the unique graph that triangulates the torus and Klein bottle:
Clique‐Related Graph Properties (12)
Return the clique count of the octahedral graph:
Compare with the explicit listing of cliques:
Return the clique number of the icosahedral graph:
Compare with the lengths of the maximum cliques:
Give the clique polynomial of the utility graph:
Compare to the explicit cliques:
Return the cliques of the octahedral graph:
Return the fractional clique number of the Heawood graph:
Return the lower clique number of the Krackhardt kite graph:
Compare with the size of the smallest maximal clique:
Return the number of maximal cliques of the cubical graph:
Compare with the number of maximal cliques:
Return the maximal clique polynomial of the cubical graph:
Return the maximal cliques of the bull graph:
Return the maximum cliques of the bull graph:
Give the smallest covers of the cubical graph by maximal cliques:
Give the number of smallest covers of the cubical graph by maximal cliques:
Cover‐Related Graph Properties (20)
Give the biclique cover of the cubical graph:
Return the clique covering number of the icosahedral graph:
Verify it is the chromatic number of the graph complement:
Give the number of edge covers of the cubical graph:
Compare to the length of the list of edge covers:
Return the edge cover number of the icosahedral graph:
Compare with the length of a minimum edge cover:
Give the edge cover polynomial of the utility graph:
Compare to the explicit covers:
Give the edge covers of the utility graph:
Return the number of minimal edge covers for the cubical graph:
Compare to the length of the list:
Return the minimal edge cover polynomial of the tetrahedral graph:
Compute from the minimal edge covers:
Return the minimal edge covers of the tetrahedral graph:
Return the number of minimal vertex covers for the cubical graph:
Compare to the length of the list:
Return the minimal vertex cover polynomial of the tetrahedral graph:
Compute from the minimal vertex covers:
Return the minimal vertex covers of the tetrahedral graph:
Return the number of minimum clique coverings for the cubical graph:
Compare to the length of the list:
Give the number of minimum path coverings of the 4star graph:
Return using a "Count" qualifier:
Compare with minimum path coverings:
Show the minimum path coverings of the 4star graph:
Give the path covering number of the cross graph:
Append "paths" of length 0 to the paths on the graph:
The path covering number is the smallest number of vertexdisjoint paths that cover the given graph:
Compare with the minimum path coverings:
Give the number of vertex covers of the cubical graph:
Compare to the length of the list of edge covers:
Return the vertex cover number:
Compare with the size of a minimum vertex cover:
Give the vertex cover polynomial of the utility graph:
Independent Set‐Related Graph Properties (25)
Give the biclique cover of the cubical graph:
Give the bipartite dimension of the cubical graph:
Return the independence number of the Heawood graph:
Compare with the size of a maximum independent vertex set:
Return the independence polynomial of the utility graph:
Compare to the explicit independent sets:
Return the independence ratio of the Petersen graph:
Compare to the direct ratio of properties:
Return the number of independent edge sets of the Heawood graph:
Compare to the explicit independent sets:
Return the independent edge sets of the utility graph:
Return the number of independent vertex sets of the cubical graph:
Compare to the explicit independent sets:
Return the independent vertex sets of the Heawood graph:
Give the lower independence number of the Petersen graph:
Compare with the smallest exponent of the maximal independence polynomial:
Give the lower matching number of the Coxeter graph:
Compare with the smallest exponent of the maximal matchinggenerating polynomial:
Return the matchinggenerating polynomial of the utility graph:
Compare to the explicit independent edge sets:
Return the matching number of the cubical graph:
Compare with the matchinggenerating polynomial:
Return the maximal independence polynomial for the Heawood graph:
Compare with the numbers of maximal independent vertex sets:
Return the number of maximal independent edge sets for the cubical graph:
Compare with the number of maximal independent edge sets:
Return the maximal independent edge sets for the cubical graph:
Return the maximal matchinggenerating polynomial for the Heawood graph:
Compare with the explicit edge sets:
Return the number of maximal independent vertex sets for the Heawood graph:
Compare with the number of maximal independent vertex sets:
Return the maximal independent vertex sets for the cubical graph:
Return the maximal independence polynomial for the cubical graph:
Compare with the explicit edge sets:
Return the maximal matching generating polynomial for the cubical graph:
Compare with the numbers of maximal independent edge sets:
Return the number of maximum independent edge sets for the Heawood graph:
Do the same with the "Count" annotation:
Return the maximum independent edge sets for the Heawood graph:
Return the number of maximum independent vertex sets for the Heawood graph:
Do the same with the "Count" annotation:
Return the maximum independent vertex sets for the Heawood graph:
Irredundant Set‐Related Graph Properties (9)
Give the irredundance number of the Petersen graph:
Compare with the smallest exponent of the maximal irredundance polynomial:
Give the number of irredundant sets in the cubical graph:
Compare with the length of the list of sets:
Give the irredundant sets in the cubical graph:
Give the maximal irredundant polynomial of the cubical graph:
Compute from the maximal irredundant sets:
Give the number of maximal irredundant sets in the cubical graph:
Compare with the length of the list of sets:
Give the maximal irredundant sets in the cubical graph:
Give the number of maximum irredundant sets in the cubical graph:
Compare with the length of the list of sets:
Give the maximum irredundant sets in the cubical graph:
Give the upper irredundance number of the Petersen graph:
Compare with the largest exponent of the maximal irredundance polynomial: