Description:
The graph was imported from the open file "D:\NodeXL\OpenAlex\Urban Geography.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 edge weight values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on betweenness centrality values.
Overall Graph Metrics:
Vertices: 651
Unique Edges: 506
Edges With Duplicates: 0
Total Edges: 506
Self-Loops: 0
Reciprocated Vertex Pair Ratio: 0
Reciprocated Edge Ratio: 0
Connected Components: 148
Single-Vertex Connected Components: 0
Maximum Vertices in a Connected Component: 19
Maximum Edges in a Connected Component: 18
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 1.536877
Graph Density: 0.00119579345385797
Modularity: 0.98758
NodeXL Version: 1.0.1.531
Top Vertex1 Affiliation in Entire Graph:
[12] University of California, Los Angeles
[10] Wenzhou Medical University
[9] National Institute on Drug Abuse
[8] University of Chinese Academy of Sciences
[8] Wellcome Sanger Institute
[7] University of Vermont
[7] Washington University in St. Louis
[6] University of Kentucky
[6] Texas State University
[6] The Ohio State University
Top Vertex1 Affiliation in G1:
[6] Harvard University
[3] Makerere University
[1] University of Kent
[1] University of Ibadan
[1] Institute of Human Virology
[1] Karolinska Institutet
[1] Mbarara University of Science and Technology
[1] Muhimbili University of Health and Allied Sciences
[1] Muhimbili National Hospital
[1] South African Medical Research Council
Top Vertex1 Affiliation in G2:
[7] Wellcome Sanger Institute
[2] Leiden University Medical Center
[1] Central Washington University
[1] CEA Cadarache
[1] Institut Pasteur
[1] University of Melbourne
[1] University of Calgary
[1] Oxford University Clinical Research Unit
[1] University College Cork
Top Vertex1 Affiliation in G3:
[3] University of Kentucky
[3] University of Tartu
[2] Texas State University
[1] Clark University
[1] ETH Zurich
[1] Orange (France)
[1] State Key Laboratory of Remote Sensing Science
Top Vertex1 Affiliation in G4:
[7] University of Vermont
[3] The Ohio State University
[1] Westat (United States)
[1] Southern Illinois University Carbondale
Top Vertex1 Affiliation in G5:
[10] Wenzhou Medical University
[1] Aalto University
[1] University of California, Davis
Top Vertex1 Affiliation in G6:
[2] National Institute of Meteorology and Hydrology
[2] Centre for Energy Research
[2] Institute for Medical Research and Occupational Health
[1] University of Verona
[1] Université de Montréal
[1] University of Milano-Bicocca
[1] National Centre of Scientific Research "Demokritos"
[1] Hungarian Academy of Sciences
[1] Joint Research Centre
Top Vertex1 Affiliation in G7:
[4] Tulane University
[4] Kenya Medical Research Institute
[1] University of Southern California
[1] University of Oklahoma
[1] International Centre of Insect Physiology and Ecology
Top Vertex1 Affiliation in G8:
[5] Hunter College
[2] University of Delaware
[2] International Institute for Applied Systems Analysis
[2] Dong-A University
[1] Pusan National University
Top Vertex1 Affiliation in G9:
[8] National Institute on Drug Abuse
[1] University of Saskatchewan
[1] Johns Hopkins University
Top Vertex1 Affiliation in G10:
[7] University of California, Los Angeles
[2] AgroParisTech
[1] Karlsruhe Institute of Technology
Top Vertex1 Institution in Entire Graph:
[396] education
[48] facility
[22] nonprofit
[21] healthcare
[9] government
[7] company
[3] other
Top Vertex1 Institution in G1:
[15] education
[1] government
[1] healthcare
[1] other
Top Vertex1 Institution in G2:
[8] nonprofit
[4] education
[2] healthcare
[1] government
[1] facility
Top Vertex1 Institution in G3:
[10] education
[1] company
[1] facility
Top Vertex1 Institution in G4:
[11] education
[1] company
Top Vertex1 Institution in G5:
[12] education
Top Vertex1 Institution in G6:
[7] facility
[3] education
[2] government
Top Vertex1 Institution in G7:
[6] education
[5] facility
Top Vertex1 Institution in G8:
[10] education
[2] nonprofit
Top Vertex1 Institution in G9:
[8] facility
[2] education
Top Vertex1 Institution in G10:
[10] education
Top Vertex1 Institution Country in Entire Graph:
[165] US
[60] CN
[52] GB
[26] CA
[17] NL
[16] AU
[15] SE
[12] FR
[11] KR
[10] IT
Top Vertex1 Institution Country in G1:
[6] US
[4] UG
[2] NG
[2] TZ
[2] ZA
[1] GB
[1] SE
Top Vertex1 Institution Country in G2:
[7] GB
[2] NL
[2] FR
[1] US
[1] AU
[1] CA
[1] VN
[1] IE
Top Vertex1 Institution Country in G3:
[6] US
[3] EE
[1] CH
[1] FR
[1] CN
Top Vertex1 Institution Country in G4:
[12] US
Top Vertex1 Institution Country in G5:
[10] CN
[1] FI
[1] US
Top Vertex1 Institution Country in G6:
[3] IT
[3] HU
[2] BG
[2] HR
[1] CA
[1] GR
Top Vertex1 Institution Country in G7:
[6] US
[5] KE
Top Vertex1 Institution Country in G8:
[7] US
[3] KR
[2] AT
Top Vertex1 Institution Country in G9:
[9] US
[1] CA
Top Vertex1 Institution Country in G10:
[7] US
[2] FR
[1] DE
Top Vertex2 Type in Entire Graph:
[498] article
[3] review
[3] book
[2] preprint
Top Vertex2 Type in G1:
[18] article
Top Vertex2 Type in G2:
[16] article
Top Vertex2 Type in G3:
[12] article
Top Vertex2 Type in G4:
[12] article
Top Vertex2 Type in G5:
[12] article
Top Vertex2 Type in G6:
[12] article
Top Vertex2 Type in G7:
[11] article
Top Vertex2 Type in G8:
[12] article
Top Vertex2 Type in G9:
[10] article
Top Vertex2 Type in G10:
[8] article
[2] preprint
Top Vertex2 Host Organization in Entire Graph:
[168] Elsevier BV
[79] Taylor & Francis
[61] SAGE Publishing
[60] Wiley-Blackwell
[21] Oxford University Press
[20] Springer Science+Business Media
[14] BioMed Central
[9] Routledge
[7] American Academy of Pediatrics
[7] Lippincott Williams & Wilkins
Top Vertex2 Host Organization in G1:
[18] Wiley-Blackwell
Top Vertex2 Host Organization in G2:
[16] Taylor & Francis
Top Vertex2 Host Organization in G3:
[9] Taylor & Francis
[3] Elsevier BV
Top Vertex2 Host Organization in G4:
[12] Elsevier BV
Top Vertex2 Host Organization in G5:
[12] Elsevier BV
Top Vertex2 Host Organization in G6:
[12] Elsevier BV
Top Vertex2 Host Organization in G7:
[11] SAGE Publishing
Top Vertex2 Host Organization in G8:
[5] Springer Science+Business Media
[4] Taylor & Francis
[3] Elsevier BV
Top Vertex2 Host Organization in G9:
[10] Elsevier BV
Top Vertex2 Host Organization in G10:
[5] Springer Science+Business Media
[3] Multidisciplinary Digital Publishing Institute
[2] Elsevier BV
Top Words in Vertex2 Abstract in Entire Graph:
[518] urban
[114] data
[113] cities
[99] city
[98] study
[95] spatial
[94] geographic
[84] model
[82] land
[81] paper
Top Words in Vertex2 Abstract in G1:
[4] geography
[4] moral
[3] place
[2] madagascar
[2] modernity
[2] feeling
[2] structure
[2] people's
[2] marginality
[2] consciousness
Top Words in Vertex2 Abstract in G2:
[10] park
[6] values
[5] diversity
[5] theory
[3] size
[3] human
[2] biogeography
[2] distance
[2] concentrated
[2] urban
Top Words in Vertex2 Abstract in G3:
[10] data
[7] spatial
[5] paper
[5] cities
[4] mobile
[3] temporal
[3] socio
[3] social
[3] understanding
[3] telephone
Top Words in Vertex2 Abstract in G4:
[5] rural
[5] urban
[5] differences
[4] trends
[4] smoking
[3] psychosocial
[3] demographic
[3] tobacco
[3] factors
[2] united
Top Words in Vertex2 Abstract in G5:
[5] urban
[4] high
[4] method
[4] diversity
[3] blue
[3] activities
[3] ppue
[2] helsinki
[2] planning
[2] users
Top Words in Vertex2 Abstract in G6:
[4] rural
[4] urban
[3] females
[3] males
[3] greater
[2] rates
[2] regions
[2] southern
[2] northern
Top Words in Vertex2 Abstract in G7:
[6] theory
[5] legacy
[5] urban
[4] public
[3] equity
[3] locational
[3] facility
[3] quantitative
[3] location
[3] normative
Top Words in Vertex2 Abstract in G8:
[25] energy
[24] urban
[14] model
[12] gis
[9] emissions
[8] supply
[7] db
[7] wind
[7] planning
[6] plants
Top Words in Vertex2 Abstract in G9:
[12] protected
[12] email
[10] university
[9] papers
[8] mail
[8] search
[8] saskatchewan
[8] economics
[6] urban
[5] state
Top Words in Vertex2 Abstract in G10:
[11] routing
[9] data
[8] vehicular
[7] flood
[7] information
[6] model
[6] models
[6] networks
[5] water
[5] protocols
Top Word Pairs in Vertex2 Abstract in Entire Graph:
[26] 95,ci
[25] urban,geography
[23] geographic,information
[22] information,system
[21] google,scholar
[17] urban,planning
[17] immunization,rates
[15] peri,urban
[14] urban,expansion
[13] urban,rural
Top Word Pairs in Vertex2 Abstract in G1:
[4] moral,geography
[2] structure,feeling
Top Word Pairs in Vertex2 Abstract in G2:
[5] park,values
[4] diversity,park
[2] size,diversity
[2] urban,park
[2] concentrated,human
[2] park,size
[2] theory,urban
Top Word Pairs in Vertex2 Abstract in G3:
[3] mobile,telephone
[3] socio,spatial
[2] social,media
[2] media,data
[2] sensor,data
[2] spatial,relations
[2] activities,cities
[2] based,sensor
[2] telephone,based
Top Word Pairs in Vertex2 Abstract in G4:
[3] demographic,psychosocial
[2] versus,urban
[2] psychosocial,characteristics
[2] rural,versus
[2] tobacco,control
[2] united,states
[2] control,regulatory
Top Word Pairs in Vertex2 Abstract in G5:
[3] urban,blue
[2] multiple,elements
[2] user,diversity
[2] assessing,multiple
[2] environmental,justice
[2] urban,planning
[2] elements,environmental
[2] landscape,urban
[2] ppgis,method
[2] blue,space
Top Word Pairs in Vertex2 Abstract in G6:
[2] males,females
[2] urban,rural
Top Word Pairs in Vertex2 Abstract in G7:
[3] location,theory
[3] public,facility
[3] urban,public
[2] locational,theory
[2] efficiency,equity
[2] legacy,urban
[2] hand,legacy
[2] facility,location
Top Word Pairs in Vertex2 Abstract in G8:
[8] energy,supply
[6] gas,emissions
[6] greenhouse,gas
[6] urban,energy
[5] gis,db
[5] urban,planning
[5] supply,plants
[4] renewable,energy
[4] environment,energy
[3] plants,renewable
Top Word Pairs in Vertex2 Abstract in G9:
[12] email,protected
[8] search,papers
[8] mail,email
[8] protected,search
[5] state,university
[4] economics,university
[4] saskatchewan,saskatoon
[4] usa,mail
[4] rose,olfert
[4] mark,partridge
Top Word Pairs in Vertex2 Abstract in G10:
[3] geodtn,nav
[3] routing,protocols
[3] geographic,routing
[3] ad,hoc
[2] signal,strength
[2] economic,social
[2] spatial,distribution
[2] rts,frame
[2] water,quality
[2] strength,rts