The graph represents a network of 6,235 Twitter users whose tweets in the requested range contained "highered", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 09 November 2021 at 19:24 UTC.
The requested start date was Tuesday, 09 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 4-hour, 57-minute period from Monday, 01 November 2021 at 20:03 UTC to Tuesday, 09 November 2021 at 01:00 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 : 6235
Unique Edges : 5021
Edges With Duplicates : 10935
Total Edges : 15956
Number of Edge Types : 5
Retweet : 3719
MentionsInRetweet : 5653
Tweet : 2348
Mentions : 4034
Replies to : 202
Self-Loops : 2473
Reciprocated Vertex Pair Ratio : 0.0498028909329829
Reciprocated Edge Ratio : 0.0948804606333709
Connected Components : 946
Single-Vertex Connected Components : 452
Maximum Vertices in a Connected Component : 3517
Maximum Edges in a Connected Component : 10738
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.428542
Graph Density : 0.000205536598712753
Modularity : 0.485564
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,235 Twitter users whose tweets in the requested range contained "highered", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 09 November 2021 at 19:24 UTC.
The requested start date was Tuesday, 09 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 4-hour, 57-minute period from Monday, 01 November 2021 at 20:03 UTC to Tuesday, 09 November 2021 at 01:00 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 : highered
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[263] higher,education [194] latest,job [156] learn,more [137] #highered,#education [131] well,starting [131] starting,academics [131] academics,fed [131] fed,cancel [131] cancel,culture [131] culture,loss Top Word Pairs in Tweet in G1:
[63] #highered,#edtech [39] chris_neto,stevegreenblatt [32] #edtech,#highered [32] higher,education [31] learn,more [31] edtech_highered,#cdwsocial [30] #highered,#education [27] #edtech,#avtweeps [26] #highered,leaders [23] wish,advice Top Word Pairs in Tweet in G2:
[32] higher,education [27] #highered,#highereducation [24] #highereducation,#highered [23] learn,more [22] #highered,#elearning [17] higher,ed [17] #elearning,#instructionaldesign [16] part,time [15] click,apply [13] #policywonk,#highered Top Word Pairs in Tweet in G3:
[18] utafrith,ottolineleyser [12] professor_dave,chemistryworld [12] chemistryworld,cgmundell [12] cgmundell,irenehames [12] wiringthebrain,vvoikar [12] vvoikar,alepalermo_1 [12] alepalermo_1,roysocchem [12] roysocchem,fabulouslylaura [12] fabulouslylaura,mresmini [11] do_kinder,utafrith Top Word Pairs in Tweet in G4:
[30] psa,aera [30] aera,decisions [30] decisions,coming [30] coming,today [30] today,please [30] please,use [30] use,acceptance [30] acceptance,rejection [30] rejection,papers [30] papers,determine Top Word Pairs in Tweet in G5:
[160] latest,job [96] job,university [83] #cdnpse,#highered [82] #highered,#education [79] seeking,recruit [63] read,more [52] #diversityandinclusion,#inclusiveemployer [43] exposed,#culturalappropriation [43] #culturalappropriation,ie [43] ie,bourassa Top Word Pairs in Tweet in G6:
[41] community,college [41] top,150 [41] 150,community [39] eligible,compete [35] compete,million [30] #aspenprize,top [28] selected,#aspenprize [27] learn,more [22] 150,institutions [22] institutions,eligible Top Word Pairs in Tweet in G7:
[22] students,need [15] understand,student [15] student,experiences [15] experiences,outcomes [13] better,understand [13] outcomes,#highered [13] #highered,#equitablevalueexplorer [13] #equitablevalueexplorer,interactive [12] iheptweets,better [8] gatesfoundation,#highered Top Word Pairs in Tweet in G8:
[16] #educación,#education [16] #universidad,#castells [16] #losu,#edreform [15] making,#highered [15] #highered,safe [15] safe,#airpurifiers [15] #airpurifiers,reduce [15] reduce,spread [15] spread,#covid19 [15] #covid19,susanfourtane Top Word Pairs in Tweet in G9:
[131] well,starting [131] starting,academics [131] academics,fed [131] fed,cancel [131] cancel,culture [131] culture,loss [131] loss,viewpoint [131] viewpoint,diversity [131] diversity,harassment [130] goodwinmj,well Top Word Pairs in Tweet in G10:
[8] #highereducation,#highered [7] #buildbackbetter,act [7] understand,student [6] 55,students [6] students,surveyed [6] surveyed,mentor [6] mentor,one [6] one,know [6] know,find [6] find,one Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: