The graph represents a network of 6,754 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, 11 August 2020 at 18:31 UTC.
The requested start date was Tuesday, 11 August 2020 at 00:01 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, 2-hour, 38-minute period from Tuesday, 04 August 2020 at 21:21 UTC to Tuesday, 11 August 2020 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 : 6754
Unique Edges : 5098
Edges With Duplicates : 10038
Total Edges : 15136
Number of Edge Types : 5
Retweet : 3833
MentionsInRetweet : 5424
Mentions : 3249
Tweet : 2432
Replies to : 198
Self-Loops : 2525
Reciprocated Vertex Pair Ratio : 0.0388743455497382
Reciprocated Edge Ratio : 0.0748393599596825
Connected Components : 1188
Single-Vertex Connected Components : 596
Maximum Vertices in a Connected Component : 3815
Maximum Edges in a Connected Component : 10299
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.245918
Graph Density : 0.000174019763576052
Modularity : 0.520401
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,754 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, 11 August 2020 at 18:31 UTC.
The requested start date was Tuesday, 11 August 2020 at 00:01 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, 2-hour, 38-minute period from Tuesday, 04 August 2020 at 21:21 UTC to Tuesday, 11 August 2020 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".
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:
[329] higher,education [284] covid,19 [197] #highered,#highereducation [100] #highered,institutions [97] learn,more [94] higher,ed [86] fall,semester [85] online,learning [80] need,help [78] #college,#collegetalk Top Word Pairs in Tweet in G1:
[43] #highered,#highereducation [28] part,time [26] learn,more [23] #highereducation,#highered [23] higher,education [23] covid,19 [21] higher,ed [17] oklahoma,city [16] #education,#highered [16] #highered,#college Top Word Pairs in Tweet in G2:
[66] #highered,#highereducation [60] higher,education [51] covid,19 [41] 2018,#highered [36] #elearning,#mlearning [35] #highered,institutions [27] #highered,#edtech [25] higher,ed [25] need,help [24] #universidad,#university Top Word Pairs in Tweet in G3:
[22] response,#pandemic [22] #pandemic,lumina [22] lumina,expanding [22] expanding,strategy [22] strategy,labs [22] labs,technical [22] technical,assistance [22] assistance,fund [22] fund,provide [22] provide,small Top Word Pairs in Tweet in G4:
[39] higher,education [18] remote,learning [18] edtech_highered,babson [16] #highered,#edtech [16] #highered,#cdwsocial [15] covid,19 [15] online,learning [15] edtech_highered,#highered [15] #highered,#elearning [15] babson,college Top Word Pairs in Tweet in G5:
[26] visual,impact [17] read,more [15] #highered,#buffalo [15] #buffalo,#newyork [15] #newyork,#wny [13] instagram,visual [9] tweets,visual [9] more,#covid19 [9] higher,education [8] #covid19,#education Top Word Pairs in Tweet in G6:
[35] exclusive,leaked [35] leaked,documents [35] documents,shows [35] richest,prestigious [35] prestigious,tertiary [35] tertiary,institution [35] institution,university [34] conorduffynews,exclusive [33] shows,australiaâ [33] australiaâ,richest Top Word Pairs in Tweet in G7:
[21] reactionary,attacks [16] #highered,including [16] including,#academictwitter [16] #academictwitter,#twitterstorians [16] #twitterstorians,need [16] need,rally [16] rally,against [16] against,reactionary [15] asheeshksi,#highered [15] attacks,oâ Top Word Pairs in Tweet in G8:
[22] expressions,interest [22] interest,herdjournal [22] herdjournal,associate [22] associate,editors [22] editors,#highered [21] herdjournal,expressions [14] higher,education [14] academic,networks [14] networks,career [14] career,trajectory Top Word Pairs in Tweet in G9:
[33] find,more [32] winners,announced [32] announced,today [32] today,find [29] advancehe,congratulations [25] more,winners [23] advice,lecturers [23] lecturers,4000 [23] 4000,students [23] students,spoken Top Word Pairs in Tweet in G10:
[12] future,hold [12] hold,#highered [8] fall,semester [7] next,week [7] semester,right [7] right,around [7] around,corner [7] corner,future [7] #highered,join [7] join,panel 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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