The graph represents a network of 6,393 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, 23 March 2021 at 17:36 UTC.
The requested start date was Tuesday, 23 March 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 6-day, 5-hour, 16-minute period from Tuesday, 16 March 2021 at 18:43 UTC to Tuesday, 23 March 2021 at 00:00 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 : 6393
Unique Edges : 5386
Edges With Duplicates : 11356
Total Edges : 16742
Number of Edge Types : 5
Replies to : 294
Mentions : 4496
Tweet : 2469
Retweet : 3642
MentionsInRetweet : 5841
Self-Loops : 2590
Reciprocated Vertex Pair Ratio : 0.0477278497080477
Reciprocated Edge Ratio : 0.0911073418948389
Connected Components : 1038
Single-Vertex Connected Components : 530
Maximum Vertices in a Connected Component : 3829
Maximum Edges in a Connected Component : 12228
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.836826
Graph Density : 0.000201986802289034
Modularity : 0.4783
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 6,393 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, 23 March 2021 at 17:36 UTC.
The requested start date was Tuesday, 23 March 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 6-day, 5-hour, 16-minute period from Tuesday, 16 March 2021 at 18:43 UTC to Tuesday, 23 March 2021 at 00:00 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:
[456] higher,education [169] #highered,#highereducation [166] learn,more [163] #highered,institutions [108] covid,19 [106] higher,ed [105] read,more [91] #leadership,#business [88] #business,#management [88] #management,#ceo Top Word Pairs in Tweet in G1:
[46] #highered,#college [37] higher,education [31] #highered,#highereducation [31] read,#adjunctnation [31] #adjunctnation,today [27] higher,ed [27] #adjuncts,#highered [24] learn,more [21] #highereducation,#highered [19] #highered,#elearning Top Word Pairs in Tweet in G2:
[23] #sciencetwitter,#scitwitter [22] #scitwitter,#womeninstem [20] wiringthebrain,vvoikar [20] vvoikar,alepalermo_1 [20] alepalermo_1,roysocchem [20] roysocchem,fabulouslylaura [20] fabulouslylaura,mresmini [16] ajackiehunter,utafrith [16] mresmini,kevin_coutinho [15] actual,ableist Top Word Pairs in Tweet in G3:
[69] higher,education [53] #highered,#highereducation [41] #highered,#edtech [41] #educación,#education [41] #universidad,#university [37] #elearning,#mlearning [35] #highered,#collegebound [34] #education,#highered [30] educkacción,red [29] eraser,#ñam Top Word Pairs in Tweet in G4:
[27] black,students [26] #highered,institutions [24] higher,education [24] future,#highered [22] public,opinion [18] during,pandemic [17] #highered,leaders [17] covid,19 [16] opinion,hub [15] #highered,policy Top Word Pairs in Tweet in G5:
[72] #college,#collegetalk [42] higher,education [33] #highered,#highereducation [27] college,admission [26] admission,season [26] season,crazier [26] crazier,change [26] change,gets [25] college,applications [23] year,show Top Word Pairs in Tweet in G6:
[127] higher,education [24] minister,education [23] shri,drrpnishank [18] india,shri [17] education,institutions [16] education,government [16] government,india [15] india,global [14] higher,#education [12] education,summit Top Word Pairs in Tweet in G7:
[91] #leadership,#business [88] #business,#management [88] #management,#ceo [45] #ceo,#quote [45] #quote,#highered [40] #ceo,#highered [38] ldshpdynamics,#leadership [28] #highered,#quote [12] higher,education [11] great,piece Top Word Pairs in Tweet in G8:
[26] #highered,#cdwsocial [18] #ransomware,attacks [17] #highered,institution [17] edtech_highered,#cdwsocial [16] #highered,institutions [15] institution,upped [15] upped,#security [15] #security,game [15] game,time [15] time,between Top Word Pairs in Tweet in G9:
[16] good,morning [15] colleagues,drs [15] morning,educators [13] honored,recognized [13] recognized,naspafaculty [13] naspafaculty,today [13] today,alongside [13] alongside,amazing [13] amazing,colleagues [13] drs,ant_duran Top Word Pairs in Tweet in G10:
[18] calling,#academictwitter [18] #academictwitter,#highered [18] #highered,uel_news [18] uel_news,learning [18] learning,teaching [18] teaching,symposium [18] symposium,#callforproposals [18] #callforproposals,open [17] #lthechat,201 [17] 201,wednesday Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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