The graph represents a network of 6,439 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, 13 July 2021 at 17:37 UTC.
The requested start date was Tuesday, 13 July 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 7-day, 3-hour, 40-minute period from Monday, 05 July 2021 at 20:20 UTC to Tuesday, 13 July 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 : 6439
Unique Edges : 5104
Edges With Duplicates : 11251
Total Edges : 16355
Number of Edge Types : 5
Tweet : 2073
Mentions : 3767
Retweet : 4015
MentionsInRetweet : 6308
Replies to : 192
Self-Loops : 2193
Reciprocated Vertex Pair Ratio : 0.0399110342271098
Reciprocated Edge Ratio : 0.0767585551330798
Connected Components : 933
Single-Vertex Connected Components : 453
Maximum Vertices in a Connected Component : 3861
Maximum Edges in a Connected Component : 11553
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.649975
Graph Density : 0.000203018834097766
Modularity : 0.498441
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,439 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, 13 July 2021 at 17:37 UTC.
The requested start date was Tuesday, 13 July 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 7-day, 3-hour, 40-minute period from Monday, 05 July 2021 at 20:20 UTC to Tuesday, 13 July 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:
[435] hannah,jones [433] nikole,hannah [422] howard,university [418] jones,declines [417] offer,heads [417] heads,howard [416] full,story [414] declines,unc [414] unc,#tenure [414] #tenure,offer Top Word Pairs in Tweet in G1:
[15] jeremyfarrar,michelle_cruk [15] michelle_cruk,ukri_ceo [14] ukri_ceo,universitiesuk [14] universitiesuk,union_newsuk [12] union_newsuk,evidencebase_im [12] evidencebase_im,techscommit [12] do_kinder,jeremyfarrar [12] very,appropriate [12] appropriate,poignant [12] poignant,slide Top Word Pairs in Tweet in G2:
[418] nikole,hannah [416] hannah,jones [413] jones,declines [413] offer,heads [413] heads,howard [413] howard,university [410] declines,unc [410] unc,#tenure [410] #tenure,offer [410] university,joekillianpw Top Word Pairs in Tweet in G3:
[34] #highered,#highereducation [22] learn,more [20] #highered,#elearning [19] #highereducation,#highered [19] click,apply [18] higher,education [18] london,greater [17] part,time [16] #highered,#edtech [16] oklahoma,city Top Word Pairs in Tweet in G4:
[70] #k12,#highered [61] #lrnchat,#edchat [61] #edchat,#blendchat [61] #blendchat,#mlearning [55] exploring,#esports [55] #esports,program [55] program,#k12 [55] #highered,school [54] #highered,institutions [54] school,learn Top Word Pairs in Tweet in G5:
[19] #highered,policy [11] melissakorn,anfuller [10] state,funding [8] truly,understand [8] understand,trends [8] trends,#highered [8] #highered,finance [8] finance,important [8] important,look [8] look,multiple Top Word Pairs in Tweet in G6:
[21] find,more [19] pleased,announce [18] governance,committee [18] race,equality [17] join,virtual [17] publication,'assessment [17] 'assessment,feedback [17] feedback,pandemic [17] pandemic,time [17] time,learning Top Word Pairs in Tweet in G7:
[22] #timemanagement,#procrastination [22] #procrastination,#graduation [22] #graduation,#collegeadmission [18] #highered,#sapro [15] #collegeadmission,#collegebound [15] #collegebound,#collegesuccess [15] #collegesuccess,#sat [15] #sat,#act [15] #act,#gre [15] #gre,#collegeprep Top Word Pairs in Tweet in G8:
[83] #diversityandinclusion,#inclusiveemployer [67] #inclusiveemployer,#bigpromise [63] #highered,#highereducation [58] latest,job [51] recruiting,lecturer [39] trentuni,recruiting [38] hefcw,recruiting [37] #bigpromise,#highered [37] higher,education [33] biggest,gripe Top Word Pairs in Tweet in G9:
[130] qual,research [130] research,tip [130] tip,everything [130] everything,learn [130] learn,participants [130] participants,need [130] need,shared [130] shared,final [130] final,data [130] data,representation Top Word Pairs in Tweet in G10:
[66] something,bothered [66] bothered,#highered [66] #highered,last [66] last,couple [66] couple,years [66] years,once [66] once,dei [66] dei,became [66] became,big [66] big,buzzword Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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 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: