The graph represents a network of 6,421 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 Wednesday, 07 April 2021 at 17:35 UTC.
The requested start date was Tuesday, 06 April 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, 9-hour, 5-minute period from Tuesday, 30 March 2021 at 14:50 UTC to Monday, 05 April 2021 at 23:56 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 : 6421
Unique Edges : 4985
Edges With Duplicates : 11241
Total Edges : 16226
Number of Edge Types : 5
Retweet : 3836
MentionsInRetweet : 5908
Mentions : 3957
Tweet : 2282
Replies to : 243
Self-Loops : 2374
Reciprocated Vertex Pair Ratio : 0.0516407373512877
Reciprocated Edge Ratio : 0.0982098458478369
Connected Components : 1025
Single-Vertex Connected Components : 497
Maximum Vertices in a Connected Component : 3684
Maximum Edges in a Connected Component : 11082
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.249459
Graph Density : 0.000195134636592062
Modularity : 0.479931
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 6,421 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 Wednesday, 07 April 2021 at 17:35 UTC.
The requested start date was Tuesday, 06 April 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, 9-hour, 5-minute period from Tuesday, 30 March 2021 at 14:50 UTC to Monday, 05 April 2021 at 23:56 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:
[309] higher,education [181] learn,more [171] government,funding [170] former,policy [170] policy,adviser [170] adviser,australian [170] australian,government [170] funding,academic [170] academic,research [170] research,becoming Top Word Pairs in Tweet in G1:
[31] learn,more [31] higher,education [31] #highered,#college [26] read,#adjunctnation [26] #adjunctnation,today [24] #adjuncts,#highered [22] higher,ed [17] oklahoma,city [16] #highered,#highereducation [14] #highered,#elearning Top Word Pairs in Tweet in G2:
[47] outcomes,based [45] low,income [40] based,funding [31] higher,education [29] #highered,institutions [23] institutions,#highered [21] equity,#highered [20] #highered,policy [20] re,imagining [18] imagining,outcomes Top Word Pairs in Tweet in G3:
[14] wiringthebrain,vvoikar [14] vvoikar,alepalermo_1 [14] alepalermo_1,roysocchem [14] roysocchem,fabulouslylaura [14] fabulouslylaura,mresmini [12] professor_dave,chemistryworld [12] chemistryworld,cgmundell [12] cgmundell,irenehames [12] irenehames,msmjetten [12] evidencebase_im,braincures Top Word Pairs in Tweet in G4:
[87] higher,education [86] #highered,#edtech [59] covid,19 [46] learn,more [43] #highered,#highereducation [41] #universidad,#university [40] #edtech,#avtweeps [37] #educación,#education [36] nominations,2021 [36] 2021,class Top Word Pairs in Tweet in G5:
[170] former,policy [170] policy,adviser [170] adviser,australian [170] australian,government [170] government,funding [170] funding,academic [170] academic,research [170] research,becoming [170] becoming,increasingly [169] drdemography,former Top Word Pairs in Tweet in G6:
[19] join,#highered [14] #cmsi,#msis [14] time,next [14] next,week [14] week,join [14] #highered,networking [14] networking,dinner [14] dinner,scholars [14] scholars,register [14] register,advance Top Word Pairs in Tweet in G7:
[16] very,common [16] common,experience [16] experience,#adhd [16] #adhd,folks [16] folks,important [16] important,ask [16] ask,right [16] right,questions [16] questions,thinking [15] theadhdacademic,very Top Word Pairs in Tweet in G8:
[25] edtech_highered,#cdwsocial [21] leaders,need [20] skype,business [20] business,set [20] set,retire [20] retire,#highered [20] #highered,leaders [20] need,#videoconferencing [20] #videoconferencing,system [20] system,anticipation Top Word Pairs in Tweet in G9:
[17] good,bad [12] #university,#rankings [12] #rankings,good [12] bad,ugly [12] ugly,april [12] april,discuss [12] discuss,#highered [12] #highered,rankings [12] rankings,context [12] context,#india Top Word Pairs in Tweet in G10:
[85] trying,diversify [85] diversify,faculty [85] faculty,without [85] without,support [85] support,resources [85] resources,necessary [85] necessary,address [85] address,structural [85] structural,inequities [84] profgabrielle,trying Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: