Description:
The graph was imported from the open workbook "Network Theory Open Alex 1960-2024.csv".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
The edge colors are based on vertex2 cited by count values. The edge widths are based on vertex2 cited by count values. The edge opacities are based on vertex2 cited by count values. The vertex sizes are based on in-degree values.
Overall Graph Metrics:
Vertices: 2964
Unique Edges: 2296
Edges With Duplicates: 2
Total Edges: 2298
Self-Loops: 0
Reciprocated Vertex Pair Ratio: 0
Reciprocated Edge Ratio: 0
Connected Components: 689
Single-Vertex Connected Components: 0
Maximum Vertices in a Connected Component: 96
Maximum Edges in a Connected Component: 100
Maximum Geodesic Distance (Diameter): 16
Average Geodesic Distance: 3.570966
Graph Density: 0.000261547844012274
Modularity: 0.994777
NodeXL Version: 1.0.1.531
Top Words in Vertex2 Abstract in Entire Graph:
[4737] network
[3262] networks
[2804] theory
[1265] social
[1138] model
[1030] based
[1014] between
[960] analysis
[916] paper
[826] results
Top Words in Vertex2 Abstract in G1:
[143] networks
[134] theory
[130] network
[50] analysis
[47] results
[45] theoretical
[40] noma
[40] scaling
[39] article
[37] systems
Top Words in Vertex2 Abstract in G2:
[89] network
[36] theory
[35] approach
[30] networks
[28] challenges
[24] book
[23] conference
[23] introduction
[22] discuss
[19] research
Top Words in Vertex2 Abstract in G3:
[134] network
[120] de
[90] species
[72] la
[64] theory
[60] die
[54] der
[52] interactions
[52] networks
[48] des
Top Words in Vertex2 Abstract in G4:
[232] network
[187] effectuation
[134] networks
[88] effectual
[81] processes
[77] level
[66] characteristics
[55] e
[55] research
[55] entrepreneurial
Top Words in Vertex2 Abstract in G5:
[114] learning
[69] networks
[54] work
[48] network
[27] functions
[27] perspective
[27] regularization
[27] organizing
[27] sensor
[26] theory
Top Words in Vertex2 Abstract in G6:
[54] blockchain
[45] network
[42] time
[36] events
[25] networks
[24] recurrences
[24] event
[24] properties
[18] records
[18] causal
Top Words in Vertex2 Abstract in G7:
[32] theory
[30] classical
[27] networks
[20] bayesian
[20] probabilistic
[19] between
[19] network
[12] sensor
[10] population
[10] bell
Top Words in Vertex2 Abstract in G8:
[74] social
[45] networks
[37] network
[35] structure
[28] nonlinear
[21] information
[21] society
[19] article
[19] analysis
[19] key
Top Words in Vertex2 Abstract in G9:
[46] networks
[42] network
[40] intercultural
[34] research
[33] system
[32] social
[24] cerebellar
[23] approach
[22] theory
[22] field
Top Words in Vertex2 Abstract in G10:
[56] green
[56] networks
[48] biodiversity
[40] space
[40] network
[38] urban
[28] theory
[24] using
[24] potential
[24] complex
Top Word Pairs in Vertex2 Abstract in Entire Graph:
[500] network,theory
[312] w3,org
[312] www,w3
[312] http,www
[291] neural,networks
[255] neural,network
[238] e,g
[228] game,theory
[202] social,network
[188] actor,network
Top Word Pairs in Vertex2 Abstract in G1:
[21] social,networks
[21] game,theory
[21] selectivity,theory
[21] socioemotional,selectivity
[20] coalitional,games
[20] codon,frequencies
[20] multi,cell
[20] power,system
[20] network,analysis
[18] hoc,networks
Top Word Pairs in Vertex2 Abstract in G2:
[23] network,approach
[21] network,theory
[16] networked,learning
[16] instructional,design
[16] selection,relevant
[16] indispensible,resource
[16] researchers,instructional
[16] conference,book
[16] research,papers
[16] quality,research
Top Word Pairs in Vertex2 Abstract in G3:
[25] species,interactions
[25] trophic,levels
[25] niche,network
[25] network,theories
[24] harper,dorn
[24] h,d
[20] species,coexistence
[20] interactions,within
[20] within,trophic
[18] de,segments
Top Word Pairs in Vertex2 Abstract in G4:
[33] network,characteristics
[33] e,g
[33] effectual,processes
[33] effectuation,research
[22] level,multi
[22] entrepreneurial,network
[22] effectuation,network
[22] dynamics,effectuation
[22] emerging,networks
[22] effectual,logic
Top Word Pairs in Vertex2 Abstract in G5:
[27] learning,network
[27] learning,networks
[21] basis,functions
[18] relation,work
[18] training,consultants
[18] employees,managers
[18] learning,work
[18] network,perspective
[18] managers,training
[15] regularization,networks
Top Word Pairs in Vertex2 Abstract in G6:
[24] properties,network
[18] recurrent,events
[12] statistical,properties
[12] network,recurrent
[12] space,time
[12] causal,structure
[12] time,span
[12] theory,records
[9] network,using
[9] blockchain,evolution
Top Word Pairs in Vertex2 Abstract in G7:
[15] bayesian,networks
[10] causal,structures
[10] conditional,independences
[10] probabilistic,theory
[10] conservation,management
[8] boundary,estimation
[5] importantly,quantum
[5] role,formal
[5] articulated,outline
[5] go,beyond
Top Word Pairs in Vertex2 Abstract in G8:
[35] social,structure
[14] feature,social
[14] production,consumption
[14] network,society
[14] consumption,power
[14] relationships,production
[14] power,experience
[14] information,age
[12] multiple,solutions
[12] resistive,networks
Top Word Pairs in Vertex2 Abstract in G9:
[17] nervous,system
[17] central,nervous
[15] intercultural,relations
[15] social,networks
[12] parallel,distributed
[12] trajectories,cerebellar
[12] vector,field
[12] r,n
[10] reliable,present
[10] situated,emergent
Top Word Pairs in Vertex2 Abstract in G10:
[40] green,space
[16] using,cost
[16] graph,theory
[16] theory,gravity
[16] gravity,model
[16] space,networks
[16] green,spaces
[16] cost,path
[16] potential,corridors
[16] based,graph