The graph represents a network of 6,046 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, 10 November 2020 at 18:53 UTC.
The requested start date was Tuesday, 10 November 2020 at 01:01 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 6-day, 9-hour, 38-minute period from Tuesday, 03 November 2020 at 13:16 UTC to Monday, 09 November 2020 at 22:55 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 : 6046
Unique Edges : 4822
Edges With Duplicates : 10762
Total Edges : 15584
Number of Edge Types : 5
Tweet : 2507
Retweet : 3495
MentionsInRetweet : 5090
Mentions : 4172
Replies to : 320
Self-Loops : 2614
Reciprocated Vertex Pair Ratio : 0.0567436555460508
Reciprocated Edge Ratio : 0.107393416082029
Connected Components : 1073
Single-Vertex Connected Components : 576
Maximum Vertices in a Connected Component : 3416
Maximum Edges in a Connected Component : 10977
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.811267
Graph Density : 0.000202801406476457
Modularity : 0.455687
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,046 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, 10 November 2020 at 18:53 UTC.
The requested start date was Tuesday, 10 November 2020 at 01:01 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 6-day, 9-hour, 38-minute period from Tuesday, 03 November 2020 at 13:16 UTC to Monday, 09 November 2020 at 22:55 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:
[301] higher,education [222] #highered,#highereducation [160] covid,19 [123] learn,more [119] #education,#highered [108] higher,ed [108] read,more [106] #edtech,#highered [95] #highered,#edtech [84] #highered,institutions Top Word Pairs in Tweet in G1:
[89] #highered,#highereducation [80] higher,education [69] #edtech,#highered [56] #highered,#edtech [56] covid,19 [46] #elearning,#mlearning [43] #universidad,#university [41] higher,ed [40] #education,#highered [38] #edtech,#edchat Top Word Pairs in Tweet in G2:
[40] #highered,#highereducation [35] higher,education [32] #highereducation,#highered [21] #k12primary,#lifelonglearning [21] #lifelonglearning,#prekearlychildhood [21] #prekearlychildhood,#read [21] #read,#highered [18] covid,19 [17] #highered,#elearning [16] higher,ed Top Word Pairs in Tweet in G3:
[25] #highered,#highereducation [20] higher,education [16] #highereducation,#highereducationleadership [15] black,hispanic [15] hispanic,native [15] native,american [12] #equity,#justice [11] #leadership,#equity [11] #justice,#highered [11] college,admissions Top Word Pairs in Tweet in G4:
[18] professor_dave,chemistryworld [18] chemistryworld,cgmundell [18] cgmundell,irenehames [16] utafrith,ottolineleyser [14] ottolineleyser,roysocchem [14] roysocchem,lailalalami [14] lailalalami,professor_dave [13] braincures,marikasboros [13] insidegovt,ukri_ceo [13] stemequals,ukparl_research Top Word Pairs in Tweet in G5:
[13] #highered,#tenuretrack [13] open,rank [11] forum,paper [10] erindoran_edd,#highered [10] happy,share [10] share,free [10] free,copy [10] copy,forum [10] paper,co [10] co,authored Top Word Pairs in Tweet in G6:
[52] #k12,#education [51] see,#k12 [51] #education,#edchat [51] #edchat,#fun [51] #fun,#doodle [51] #doodle,#art [51] #art,#drawing [51] #drawing,#highered [51] #highered,#school [51] #school,#lockdown Top Word Pairs in Tweet in G7:
[25] kicking,#europeanuniversities [25] #europeanuniversities,conference [25] conference,24 [25] 24,alliances [25] alliances,exactly [25] exactly,1ï [25] 1ï,⃠[25] âƒ,year [25] year,launched [25] launched,dedicated Top Word Pairs in Tweet in G8:
[14] #highered,research [12] higher,education [12] things,theory [11] pls,#hescholars [11] #hescholars,mtg [11] mtg,10 [11] 10,doing [11] doing,things [11] theory,#highered [11] research,fri Top Word Pairs in Tweet in G9:
[20] individual,staff [20] staff,faculty [20] faculty,student [20] student,#jesuiteducated [20] #jesuiteducated,institution [20] institution,please [20] please,consider [20] consider,signing [19] loyolaforus,individual [18] signing,anâ Top Word Pairs in Tweet in G10:
[27] #highered,act [25] act,1965 [24] 55th,anniversary [23] today,marks [23] marks,55th [23] anniversary,signing [23] signing,#highered [23] 1965,day [23] day,work [23] work,elevate Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: