The graph represents a network of 4,223 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 Monday, 20 May 2019 at 18:47 UTC.
The requested start date was Monday, 20 May 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 7-hour, 32-minute period from Thursday, 16 May 2019 at 16:28 UTC to Monday, 20 May 2019 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 : 4223
Unique Edges : 5162
Edges With Duplicates : 2101
Total Edges : 7263
Number of Edge Types : 3
Tweet : 1593
Mentions : 5554
Replies to : 116
Self-Loops : 1593
Reciprocated Vertex Pair Ratio : 0.0300518134715026
Reciprocated Edge Ratio : 0.0583501006036217
Connected Components : 668
Single-Vertex Connected Components : 298
Maximum Vertices in a Connected Component : 2194
Maximum Edges in a Connected Component : 4679
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.345429
Graph Density : 0.000278751413527666
Modularity : 0.668939
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[281] clemson,university [280] 000,facebook [280] facebook,shares [280] shares,one [280] one,story [278] erin,mark [278] mark,show [278] show,clemson [278] university,received [278] received,83 Top Word Pairs in Tweet in G1:
[32] higher,education [31] #highered,#collegebound [26] #highered,#highereducation [26] #highered,#college [25] check,out [24] #collegebound,#homeworkhelp [19] read,#adjunctnation [19] #adjunctnation,today [18] #highered,#edchat [17] #highered,#collegewriting Top Word Pairs in Tweet in G2:
[24] part,time [22] #facultysuccess,#highered [20] miracosta,college [19] associate,part [19] time,instructor [18] instructor,pool [18] pool,2018 [17] #highered,#highereducation [15] link,bio [15] oceanside,ca Top Word Pairs in Tweet in G3:
[280] 000,facebook [280] facebook,shares [280] shares,one [280] one,story [278] erin,mark [278] mark,show [278] show,clemson [278] clemson,university [278] university,received [278] received,83 Top Word Pairs in Tweet in G4:
[61] #highered,#highereducation [51] higher,education [40] e,learning [36] #edtech,#highered [35] #elearning,#mlearning [35] 2018,#highered [31] #universidad,#university [29] #highered,#edtech [27] international,journal [26] #education,#highered Top Word Pairs in Tweet in G5:
[13] #realcollege,students [12] #education,#highered [10] #highered,#education [8] #realcollege,#highered [7] #highered,#realcollege [7] remember,pay [7] pay,high [7] high,school [7] school,difficult [7] difficult,made Top Word Pairs in Tweet in G6:
[65] high,school [64] commission,value [59] gatesus,iheptweets [58] value,#education [58] #education,high [58] school,today [58] today,gatesus [58] iheptweets,launches [58] launches,commission [57] suedhellmann,value Top Word Pairs in Tweet in G7:
[36] research,teaching [32] universities,built [32] built,upon [32] upon,heavily [32] heavily,rely [32] rely,unpaid [32] unpaid,labour [32] labour,academics [32] academics,way [32] way,read Top Word Pairs in Tweet in G8:
[9] college,leaders [8] according,2018 [8] 2018,campus [8] campus,computing [8] computing,survey [8] survey,college [8] leaders,departments [8] departments,still [8] still,reeling [8] reeling,'08 Top Word Pairs in Tweet in G9:
[18] share,#female [18] don,t [18] t,want [18] want,#sat [18] #sat,anymore [18] anymore,s [18] s,fine [18] fine,shouldn [18] shouldn,t [18] t,allowed Top Word Pairs in Tweet in G10:
[62] #highered,#edchat [61] write,syllabus [61] syllabus,#highered [61] #edchat,#curriculum [61] #curriculum,#highschool [61] #highschool,#teachers [60] cultofpedagogy,write [5] #edchat,#highered [3] download,guide [3] guide,more Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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