The graph represents a network of 4,073 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, 22 April 2019 at 19:08 UTC.
The requested start date was Monday, 22 April 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, 16-hour, 17-minute period from Thursday, 18 April 2019 at 07:42 UTC to Monday, 22 April 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 : 4073
Unique Edges : 5136
Edges With Duplicates : 2449
Total Edges : 7585
Number of Edge Types : 3
Tweet : 1620
Mentions : 5826
Replies to : 139
Self-Loops : 1620
Reciprocated Vertex Pair Ratio : 0.0376663254861822
Reciprocated Edge Ratio : 0.0725981455908463
Connected Components : 631
Single-Vertex Connected Components : 254
Maximum Vertices in a Connected Component : 2379
Maximum Edges in a Connected Component : 5462
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.441303
Graph Density : 0.000305632906721488
Modularity : 0.635966
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[242] higher,education [178] #highered,#highereducation [125] #highered,#edtech [99] higher,ed [98] #edtech,#highered [87] check,out [71] #education,#highered [66] don,t [65] #mentalhealth,tip [63] ithinkwellhugh,#mentalhealth Top Word Pairs in Tweet in G1:
[58] higher,education [38] #highered,#edtech [36] #highered,#edchat [31] #highered,#collegebound [29] #highered,#highereducation [25] 5,pm [25] find,out [24] #edwebinar,survival [24] survival,tips [24] tips,types Top Word Pairs in Tweet in G2:
[21] #facultysuccess,#highered [19] part,time [18] link,bio [18] time,instructor [18] instructor,pool [18] pool,2018 [17] miracosta,college [16] associate,part [14] click,link [13] basketball,coach Top Word Pairs in Tweet in G3:
[31] #edtech,#highered [30] higher,education [24] congratulations,michaelcrow [24] michaelcrow,being [24] being,recognized [24] recognized,fortunemagazine [24] fortunemagazine,one [24] one,world [24] world,s [24] s,50 Top Word Pairs in Tweet in G4:
[56] #highered,#highereducation [50] #elearning,#mlearning [46] higher,education [27] #universidad,#university [25] #edtech,#edchat [25] #university,#universidad [23] #education,#highered [20] #highered,#edtech [17] #tech,#technology [15] #education,#edtech Top Word Pairs in Tweet in G5:
[24] check,highered [24] highered,jobs [21] edsljr,#hbcus [17] johnbking,aaronsament [17] congress,move [17] move,protect [17] protect,vulnerable [17] vulnerable,college [17] college,students [17] students,shoddy Top Word Pairs in Tweet in G6:
[64] #mentalhealth,tip [63] very,relevant [63] relevant,#research [63] #research,chose [63] chose,research [63] research,easy [63] easy,hard [63] hard,wanted [63] wanted,easy [62] tip,tired Top Word Pairs in Tweet in G7:
[25] read,#adjunctnation [25] #adjunctnation,today [15] #highered,#college [14] #adjuncts,#highered [11] columbia,university [10] adjunctnation,read [8] recent,elections [8] elections,big [8] big,consequences [8] consequences,#highered Top Word Pairs in Tweet in G8:
[37] 2017,#highered [21] #highered,#edtech [20] 2016,#highered [14] community,colleges [13] #highered,#onlineed [13] #oer,pioneer [13] pioneer,david [13] david,wiley [13] wiley,predicts [13] predicts,community Top Word Pairs in Tweet in G9:
[19] pleased,proud [19] proud,educational [19] educational,experts [19] experts,countries [19] countries,specialisms [19] specialisms,sectors [19] sectors,applied [19] applied,judge [18] reimaginehedu,pleased [18] judge,t Top Word Pairs in Tweet in G10:
[24] don,t [13] elite,colleges [12] 3,3 [12] 3,don [12] t,anyone [12] anyone,hook [12] hook,elite [12] colleges,don [12] t,enough [12] enough,seats 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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