The graph represents a network of 6,437 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, 14 September 2021 at 18:30 UTC.
The requested start date was Tuesday, 14 September 2021 at 00:01 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 11-day, 8-hour, 19-minute period from Thursday, 02 September 2021 at 15:39 UTC to Monday, 13 September 2021 at 23:59 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 : 6437
Unique Edges : 5372
Edges With Duplicates : 11686
Total Edges : 17058
Number of Edge Types : 5
Retweet : 3663
MentionsInRetweet : 6058
Mentions : 4643
Tweet : 2460
Replies to : 234
Self-Loops : 2600
Reciprocated Vertex Pair Ratio : 0.0419379068602904
Reciprocated Edge Ratio : 0.0804998197765229
Connected Components : 1065
Single-Vertex Connected Components : 506
Maximum Vertices in a Connected Component : 3644
Maximum Edges in a Connected Component : 11802
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.154309
Graph Density : 0.000200900191201561
Modularity : 0.480118
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 6,437 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, 14 September 2021 at 18:30 UTC.
The requested start date was Tuesday, 14 September 2021 at 00:01 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 11-day, 8-hour, 19-minute period from Thursday, 02 September 2021 at 15:39 UTC to Monday, 13 September 2021 at 23:59 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:
[325] higher,education [204] latest,job [182] #highered,#highereducation [126] learn,more [117] coord,phd [111] #highered,institutions [111] covid,19 [101] higher,ed [92] read,more [87] nteu,members Top Word Pairs in Tweet in G1:
[21] braincures,do_kinder [21] elebelfiore,tanvir_h [21] tanvir_h,epsrc [21] epsrc,addyadelaine [21] addyadelaine,ukri_news [21] ukri_news,nercscience [21] nercscience,ahrcpress [21] ahrcpress,the_mrc [21] the_mrc,bbsrc [20] jeremyfarrar,michelle_cruk Top Word Pairs in Tweet in G2:
[35] higher,education [32] learn,more [22] #highereducation,#highered [19] #highered,#highereducation [16] #gov,#highered [16] london,greater [14] #highered,leaders [13] #education,#highered [12] academic,year [11] higher,ed Top Word Pairs in Tweet in G3:
[88] #highered,#highereducation [70] higher,education [45] #highered,#edtech [32] #k12,#highered [30] #universidad,#university [29] #education,#highered [29] covid,19 [29] edtech_highered,#cdwsocial [26] higher,ed [25] #edtech,#elearning Top Word Pairs in Tweet in G4:
[24] #highered,#highereducation [15] higher,ed [15] #highered,#elearning [14] during,pandemic [13] higher,education [10] timeshighered,#highered [10] dissertating,defending [10] defending,during [10] moderated,kayeanna88 [9] #highered,leaders Top Word Pairs in Tweet in G5:
[41] chance,someone [32] shoshanahjacobs,teach [29] someone,classroom [28] #highered,#cdnpse [25] teach,course [25] course,today [25] today,person [25] shoshanahjacobs,#highered [23] #highered,leaders [21] shoshanahjacobs,students Top Word Pairs in Tweet in G6:
[30] higher,education [18] education,research [18] research,development [13] until,start [13] start,first [13] first,practicalped [13] practicalped,conference [13] conference,#practicalpedagogy1 [10] #practicalpedagogy1,13th [9] lthechat,chrisheadleand Top Word Pairs in Tweet in G7:
[87] nteu,members [40] #securejobs,#highered [37] next,friday [37] friday,join [37] join,sallymcmanus [37] sallymcmanus,nteu [37] members,mass [37] mass,online [37] online,action [37] action,#securejobs Top Word Pairs in Tweet in G8:
[17] hey,#highered [16] honored,second [16] second,lady [16] lady,commonwealth [16] commonwealth,pennsylvania [16] pennsylvania,giselefetterman [16] giselefetterman,speaking [16] speaking,annual [16] #highered,peeps [16] peeps,please Top Word Pairs in Tweet in G9:
[27] higher,education [26] esup,days [26] days,#32 [19] #globaled,#highered [18] yldz_cemal,fkuzu79 [18] #highered,#highereducation [16] #highered,#globaled [14] programme,complet [14] complet,esup [14] #32,vient Top Word Pairs in Tweet in G10:
[22] #highered,#research [19] #universities,around [19] around,world [19] world,engage [18] #uk,#universitiesâ [18] #universitiesâ,attractiveness [18] attractiveness,foreign [18] foreign,students [18] students,under [18] under,threat Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: