The graph represents a network of 3,999 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, 02 July 2019 at 18:47 UTC.
The requested start date was Monday, 01 July 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, 13-hour, 17-minute period from Thursday, 27 June 2019 at 10:42 UTC to Monday, 01 July 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 : 3999
Unique Edges : 5051
Edges With Duplicates : 2478
Total Edges : 7529
Number of Edge Types : 3
Mentions : 5894
Tweet : 1533
Replies to : 102
Self-Loops : 1533
Reciprocated Vertex Pair Ratio : 0.0436325678496868
Reciprocated Edge Ratio : 0.0836167233446689
Connected Components : 632
Single-Vertex Connected Components : 265
Maximum Vertices in a Connected Component : 2196
Maximum Edges in a Connected Component : 5218
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.829397
Graph Density : 0.000312671964889672
Modularity : 0.622846
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[235] higher,education [155] #highered,#highereducation [111] check,out [97] challenges,facing [96] noah,carl [96] carl,case [96] case,mob [96] mob,rule [96] rule,latest [96] latest,sunday Top Word Pairs in Tweet in G1:
[32] higher,education [32] check,out [27] #highered,#college [26] #highered,#highereducation [23] final,conference [21] #education,#highered [21] #highereducation,#highered [21] conference,universitaturv [19] #highered,#intled [18] #sucti,final Top Word Pairs in Tweet in G2:
[84] higher,education [78] #highered,#highereducation [62] #wpcampus,2019 [45] #elearning,#mlearning [32] big,data [30] #edtech,#highered [29] e,learning [28] #highered,#edtech [26] #education,#educación [26] #ai,#ia Top Word Pairs in Tweet in G3:
[21] part,time [21] #facultysuccess,#highered [19] associate,part [19] time,instructor [19] instructor,pool [19] pool,2018 [14] #highered,#highereducation [14] miracosta,college [13] link,bio [10] higher,education Top Word Pairs in Tweet in G4:
[33] college,students [31] 2018,#highered [26] higher,ed [25] #highered,#edtech [24] higher,education [18] low,income [18] income,students [18] 2017,#highered [17] telling,low [17] students,skip Top Word Pairs in Tweet in G5:
[20] community,college [14] community,colleges [12] degree,attainment [11] check,out [8] higher,education [7] new,research [7] better,support [6] #highered,#communitycollege [6] jillianberman,explains [6] explains,cuts Top Word Pairs in Tweet in G6:
[95] noah,carl [95] carl,case [95] case,mob [95] mob,rule [95] rule,latest [95] latest,sunday [95] sunday,times [95] times,challenges [95] challenges,facing [95] facing,universities Top Word Pairs in Tweet in G7:
[8] #highered,accountability [8] join,aei [8] aei,thirdwaytweet [8] thirdwaytweet,july [8] july,15 [8] #highered,institutions [7] celebration,#pridemonth [7] #pridemonth,#stonewall50 [7] #stonewall50,re [7] re,highlighting Top Word Pairs in Tweet in G8:
[13] australia,boasts [13] boasts,fruitful [13] fruitful,researchers [13] researchers,efficient [13] efficient,research [13] research,spending [13] spending,g20 [13] g20,nation [13] nation,new [13] new,report Top Word Pairs in Tweet in G9:
[8] commentary,today [8] today,more [8] more,700 [8] 700,minority [8] minority,serving [8] serving,institutions [8] institutions,msi [8] msi,designated [8] designated,federal [8] federal,government Top Word Pairs in Tweet in G10:
[21] sadly,overwhelming [21] overwhelming,majority [21] majority,#highered [21] #highered,students [21] students,world [21] world,t [21] t,study [21] study,abroad [21] abroad,provide [20] fmarmole,sadly 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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