The graph represents a network of 224 Twitter users whose tweets in the requested range contained "#ExecEd", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 November 2019 at 15:38 UTC.
The requested start date was Sunday, 17 November 2019 at 15:37 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 75-day, 11-hour, 0-minute period from Sunday, 01 September 2019 at 05:49 UTC to Friday, 15 November 2019 at 16:50 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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.
Author Description
Vertices : 224
Unique Edges : 243
Edges With Duplicates : 480
Total Edges : 723
Self-Loops : 341
Reciprocated Vertex Pair Ratio : 0.0658914728682171
Reciprocated Edge Ratio : 0.123636363636364
Connected Components : 33
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 56
Maximum Edges in a Connected Component : 372
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.70291
Graph Density : 0.00550528507367072
Modularity : 0.350904
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 224 Twitter users whose tweets in the requested range contained "#ExecEd", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 November 2019 at 15:38 UTC.
The requested start date was Sunday, 17 November 2019 at 15:37 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 75-day, 11-hour, 0-minute period from Sunday, 01 September 2019 at 05:49 UTC to Friday, 15 November 2019 at 16:50 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #ExecEd
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[105] great,#execed [105] #execed,course [100] skills,w [85] new,#execed [40] #execed,#formpro [38] school,business [37] #formpro,cc [35] cc,essec [35] business,school [31] leadership,course Top Word Pairs in Tweet in G1:
[40] #execed,#formpro [37] #formpro,cc [35] cc,essec [18] #essecgrad,#execed [14] félicitations,à [14] à,tous [14] tous,nos [14] nos,diplômés [14] diplômés,2019 [14] 2019,l'essec Top Word Pairs in Tweet in G2:
[100] skills,w [98] great,#execed [98] #execed,course [84] new,#execed [37] school,business [33] business,school [31] leadership,course [29] #execed,leadership [28] improve,leadership [28] leadership,skills Top Word Pairs in Tweet in G3:
[9] megan,reitz [9] find,out [8] professor,leadership [7] leadership,dialogue [7] here,#execed [6] reitz,professor [6] peter,drucker [6] drucker,forum [6] #execed,#leadership [5] sharon,olivier Top Word Pairs in Tweet in G4:
[7] execedcourses,great [7] great,#execed [7] #execed,course [3] great,having [3] having,new [3] new,uoft [3] uoft,centre [3] centre,learning [3] learning,#leadership [3] #leadership,culture Top Word Pairs in Tweet in G5:
[14] #ieexecutiveeducation,#execed [6] marketing,interno [6] interno,organización [6] organización,ayuda [6] ayuda,tener [6] tener,marca [6] marca,reputacional [6] reputacional,prueba [6] prueba,bomba [6] bomba,profesor Top Word Pairs in Tweet in G6:
[5] executive,diploma [2] global,business [2] diploma,participant [2] warwick,executive [2] open,evening Top Word Pairs in Tweet in G7:
[4] great,conversation [4] conversation,partnership [4] partnership,curation [4] curation,liesbeth [4] liesbeth,ginitechafrica [4] ginitechafrica,#execed [4] #execed,#stackablecredentials [4] #stackablecredentials,making [3] pthigo,great [3] making,industr Top Word Pairs in Tweet in G8:
[2] composer,pierre [2] pierre,boulez [2] boulez,s [2] s,answer [2] answer,stagnation [2] stagnation,opera [2] opera,blow [2] blow,opera [2] opera,houses [2] houses,up Top Word Pairs in Tweet in G9:
[5] data,science [5] science,important [5] important,companiesâ [5] companiesâ,watch [5] watch,video [5] video,#hecprof [5] #hecprof,christoperignon [5] christoperignon,hecparis [5] hecparis,#execed [3] hecparisexeced,data Top Word Pairs in Tweet in G10:
[12] #lifelonglearning,#execed [7] #uvadarden,#lifelonglearning [6] #execed,#lifelonglearning [5] #uvadarden,#execed [4] giving,voice [4] voice,values [4] digital,course [4] 2020,#uvadarden [3] find,voice [3] voice,voice Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: