The graph represents a network of 6,444 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, 26 October 2021 at 18:23 UTC.
The requested start date was Tuesday, 26 October 2021 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 7-day, 5-hour, 25-minute period from Monday, 18 October 2021 at 18:35 UTC to Tuesday, 26 October 2021 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 : 6444
Unique Edges : 5229
Edges With Duplicates : 10429
Total Edges : 15658
Number of Edge Types : 5
Retweet : 3684
MentionsInRetweet : 5560
Tweet : 2315
Mentions : 3877
Replies to : 222
Self-Loops : 2443
Reciprocated Vertex Pair Ratio : 0.0508628519527702
Reciprocated Edge Ratio : 0.0968020743301642
Connected Components : 1041
Single-Vertex Connected Components : 498
Maximum Vertices in a Connected Component : 3649
Maximum Edges in a Connected Component : 10627
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.374687
Graph Density : 0.000195068765653793
Modularity : 0.502474
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,444 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, 26 October 2021 at 18:23 UTC.
The requested start date was Tuesday, 26 October 2021 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 7-day, 5-hour, 25-minute period from Monday, 18 October 2021 at 18:35 UTC to Tuesday, 26 October 2021 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:
[236] higher,education [174] learn,more [148] read,more [147] latest,job [124] #highered,#edtech [117] #highered,#education [107] higher,ed [100] #highered,#highereducation [95] seeking,recruit [91] today,day Top Word Pairs in Tweet in G1:
[124] latest,job [99] #highered,#edtech [92] seeking,recruit [77] job,university [56] higher,education [48] #edtech,#avtweeps [42] #diversityandinclusion,#inclusiveemployer [39] revolutionize,education [37] scientifc,education [37] education,platform Top Word Pairs in Tweet in G2:
[40] learn,more [30] #highered,#highereducation [27] higher,education [22] #highereducation,#highered [20] higher,ed [19] #highered,#elearning [18] #elearning,#instructionaldesign [15] #policywonk,#highered [14] #highered,#edtech [13] #highered,#academicdevelopment Top Word Pairs in Tweet in G3:
[25] don,take [25] take,voting [25] voting,industrial [25] industrial,action [25] action,lightly [25] lightly,love [25] love,job [25] job,care [25] care,students [25] students,research Top Word Pairs in Tweet in G4:
[36] #highered,researchers [36] researchers,looking [36] looking,#blackburntakeover [36] #blackburntakeover,hashtag [36] hashtag,thinking [36] thinking,using [36] using,study [36] study,please [35] hfdavis,#highered [35] please,unders Top Word Pairs in Tweet in G5:
[16] podcast,podcast [16] podcast,spoke [16] spoke,bonni208 [16] bonni208,tihighered [16] tihighered,better [16] better,support [15] karenraycosta,podcast [15] support,adh [14] posted,job [14] job,twitter Top Word Pairs in Tweet in G6:
[75] public,colleges [68] today,day [68] day,apply [68] apply,college [68] college,colorado [68] colorado,today [68] today,tomorrow [68] tomorrow,thursday [68] thursday,free [68] free,apply Top Word Pairs in Tweet in G7:
[42] submit,abstract [39] 'sustainable,educational [39] educational,development' [24] theme,'sustainable [23] #iced22,#conference [23] sub,themes [23] read,more [22] year's,theme [21] abstract,#highered [20] left,submit Top Word Pairs in Tweet in G8:
[11] sheeoed,#highered [11] #highered,policy [11] policy,update [8] 55,years [8] years,ago [8] ago,month [8] month,nasfaa [8] nasfaa,created [8] created,thanks [8] thanks,support Top Word Pairs in Tweet in G9:
[12] access,#highered [12] chancellor,josephicastro [9] higher,education [9] high,school [9] school,programs [8] happening,today [8] celebrate,community [8] community,efforts [8] efforts,promote [8] promote,equity Top Word Pairs in Tweet in G10:
[65] #cdnpse,#highered [64] #highered,#education [60] read,more [26] #education,read [17] excited,share [13] 800,first [13] first,year [11] human,rights [10] instructor,#highered [10] please,share Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: