The graph represents a network of 6,335 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, 21 June 2022 at 19:44 UTC.
The requested start date was Tuesday, 21 June 2022 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, 1-hour, 32-minute period from Thursday, 09 June 2022 at 22:21 UTC to Monday, 20 June 2022 at 23:53 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 : 6335
Unique Edges : 5187
Edges With Duplicates : 10679
Total Edges : 15866
Number of Edge Types : 5
Mentions : 3865
Retweet : 3760
MentionsInRetweet : 5521
Replies to : 298
Tweet : 2422
Self-Loops : 2558
Reciprocated Vertex Pair Ratio : 0.049078127072556
Reciprocated Edge Ratio : 0.093564293842458
Connected Components : 943
Single-Vertex Connected Components : 423
Maximum Vertices in a Connected Component : 3292
Maximum Edges in a Connected Component : 9475
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 8.174436
Graph Density : 0.000197104662351415
Modularity : 0.48705
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,335 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, 21 June 2022 at 19:44 UTC.
The requested start date was Tuesday, 21 June 2022 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, 1-hour, 32-minute period from Thursday, 09 June 2022 at 22:21 UTC to Monday, 20 June 2022 at 23:53 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:
[247] #highered,students [239] learn,more [221] higher,education [156] flight,reportedly [129] #highered,#edtech [124] higher,ed [124] curtisschin,#china [123] leaders,#highered [123] #highered,#highereducation [119] curtisschin,#pakistan Top Word Pairs in Tweet in G1:
[46] #policywonk,#highered [41] #highered,#teaching [39] #teaching,#cengage [39] #highered,#academicdevelopment [32] learn,more [28] higher,education [22] #highered,#highereducation [22] #highereducation,#highered [17] higher,ed [17] #gregeneraltest,#graduateschool Top Word Pairs in Tweet in G2:
[89] #highered,#edtech [70] learn,more [68] #edtech,#womenintech [56] #elearning,#highered [45] education,people [45] people,edtech [45] edtech,learn [45] more,#edtech [45] #womenintech,#elearning [36] #edtech,#highered Top Word Pairs in Tweet in G3:
[16] academic,freedom [15] tweets,visual [15] visual,impact [15] mlevantovskaya,let's [15] let's,hope [15] hope,tweet [15] tweet,helps [15] helps,others [15] others,resist [15] resist,both Top Word Pairs in Tweet in G4:
[17] higher,ed [17] more,affordable [16] whopping,82 [16] 82,government's [16] government's,priority [16] priority,making [16] making,college [16] college,more [16] affordable,current [16] current,future Top Word Pairs in Tweet in G5:
[114] leaders,#highered [107] million,students [104] refuse,give [104] give,one [104] one,million [104] students,missing [104] missing,#highered [104] #highered,going [104] going,take [104] take,collaborative Top Word Pairs in Tweet in G6:
[229] #highered,students [156] flight,reportedly [124] curtisschin,#china [119] curtisschin,#pakistan [91] #pakistani,#highered [80] first,batch [79] #islamabad,#xian [79] #xian,check [79] check,status [79] status,first Top Word Pairs in Tweet in G7:
[87] #highered,#education [82] #cdnpse,#highered [77] read,more [48] #education,read [31] #education,#highered [30] fake,#indigenous [30] #indigenous,#professor [30] #professor,resigns [30] #news,#canada [30] #canada,#sask Top Word Pairs in Tweet in G8:
[13] visual,impact [11] tweets,visual [5] impact,massachusetts [5] massachusetts,institute [5] institute,technology [4] impact,london [4] london,school [4] school,economics [4] impact,university [2] economics,lsemanagement Top Word Pairs in Tweet in G9:
[19] #academictwitter,#academicchatter [13] #lthechat,#aussieed [12] #lthechat,#highered [11] help,needed [11] needed,master's [11] master's,dissertation [11] dissertation,survey [11] survey,anonymous [11] anonymous,survey [11] survey,work Top Word Pairs in Tweet in G10:
[13] #highered,policy [11] sheeoed,#highered [11] policy,update [11] presidentsforum,upcea [10] learn,more [10] alternative,credentials [8] 23,presidentsforum [7] compliance,san [7] san,member [7] member,outreach Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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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 G5:
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Top Tweeters in G9:
Top Tweeters in G10: