The graph represents a network of 4,494 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, 09 September 2019 at 21:22 UTC.
The requested start date was Monday, 09 September 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, 22-hour, 49-minute period from Thursday, 05 September 2019 at 01:10 UTC to Sunday, 08 September 2019 at 23:59 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 : 4494
Unique Edges : 5512
Edges With Duplicates : 2322
Total Edges : 7834
Number of Edge Types : 3
Mentions : 5905
Tweet : 1769
Replies to : 160
Self-Loops : 1769
Reciprocated Vertex Pair Ratio : 0.0365662886194759
Reciprocated Edge Ratio : 0.0705527259007734
Connected Components : 845
Single-Vertex Connected Components : 366
Maximum Vertices in a Connected Component : 2071
Maximum Edges in a Connected Component : 4521
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.234967
Graph Density : 0.000262535669638307
Modularity : 0.67016
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[248] higher,education [138] #highered,#highereducation [82] check,out [77] learn,more [73] #education,#highered [67] #elearning,#mlearning [64] #highered,#edtech [61] #highered,institutions [53] #highereducation,#highered [52] 2018,#highered Top Word Pairs in Tweet in G1:
[108] higher,education [75] #highered,#highereducation [62] #elearning,#mlearning [51] 2018,#highered [44] big,data [40] others,#elearning [37] #highered,#edtech [35] iot,based [35] based,students [35] students,interaction Top Word Pairs in Tweet in G2:
[38] part,time [28] 2019,2020 [28] time,instructor [28] #facultysuccess,#highered [26] associate,part [26] instructor,pool [26] pool,2019 [24] check,out [21] link,bio [21] miracosta,college Top Word Pairs in Tweet in G3:
[17] #highered,institutions [10] learn,more [9] edtech_highered,cdwcorp [7] benefits,challenges [7] challenges,using [7] using,#artificialintelligence [7] #artificialintelligence,promote [7] promote,#studentsuccess [7] #studentsuccess,improve [7] improve,retention Top Word Pairs in Tweet in G4:
[15] low,paying [13] 17,questions [11] #highered,programs [11] expert,advice [11] advice,post [11] post,wfualumni [11] wfualumni,keon [11] keon,m [11] m,mcguire [11] mcguire,offer Top Word Pairs in Tweet in G5:
[17] #realcollege,students [12] #highered,#education [11] tribal,colleges [11] colleges,universities [8] build,support [8] support,#realcollege [8] students,humboldtstate's [8] humboldtstate's,temporary [8] temporary,emergency [8] emergency,housing Top Word Pairs in Tweet in G6:
[20] higher,education [19] digital,marketing [13] complete,6th [13] 6th,annual [13] annual,higher [13] education,digital [13] marketing,web [13] web,survey [13] survey,chance [13] chance,win Top Word Pairs in Tweet in G7:
[9] 2020,wsj [8] #highered,#intled [7] international,students [7] wsj,rankings [7] rankings,jumped [7] jumped,#113 [7] #113,compared [7] compared,#148 [7] #148,2019 [7] 2019,3 Top Word Pairs in Tweet in G8:
[13] learn,more [12] higher,education [12] reports,#highered [12] 86,#syrian [12] #syrian,students [12] students,#universities [12] #universities,#lebanon [12] #lebanon,report [12] report,being [12] being,discriminated Top Word Pairs in Tweet in G9:
[9] #highered,#edchat [8] #college,#collegetalk [6] build,resilience [6] resilience,college [6] college,home [6] football,player [6] player,student [6] student,john [6] john,faced [6] faced,obstacles Top Word Pairs in Tweet in G10:
[6] quick,poll [6] poll,educator [6] educator,teacher [6] teacher,#pln [6] #pln,planning [6] planning,create [6] create,highly [6] highly,interactive [6] interactive,#onlinecourse [6] #onlinecourse,topics Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: