The graph represents a network of 6,010 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 Wednesday, 18 August 2021 at 18:38 UTC.
The requested start date was Tuesday, 17 August 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 6-day, 15-hour, 57-minute period from Tuesday, 10 August 2021 at 08:03 UTC to Tuesday, 17 August 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 : 6010
Unique Edges : 4690
Edges With Duplicates : 11354
Total Edges : 16044
Number of Edge Types : 5
Tweet : 2425
Mentions : 4261
Retweet : 3620
MentionsInRetweet : 5527
Replies to : 211
Self-Loops : 2540
Reciprocated Vertex Pair Ratio : 0.0389375608399388
Reciprocated Edge Ratio : 0.0749564984607148
Connected Components : 965
Single-Vertex Connected Components : 461
Maximum Vertices in a Connected Component : 3638
Maximum Edges in a Connected Component : 11550
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.866673
Graph Density : 0.000206872165406909
Modularity : 0.454199
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,010 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 Wednesday, 18 August 2021 at 18:38 UTC.
The requested start date was Tuesday, 17 August 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 6-day, 15-hour, 57-minute period from Tuesday, 10 August 2021 at 08:03 UTC to Tuesday, 17 August 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:
[380] latest,job [216] higher,education [200] #highered,#highereducation [152] learn,more [136] link,below [135] cashless,society [135] society,101 [135] 101,book [135] book,available [135] available,preorder Top Word Pairs in Tweet in G1:
[27] jeremyfarrar,michelle_cruk [27] michelle_cruk,ukri_ceo [26] ukri_ceo,universitiesuk [26] universitiesuk,union_newsuk [23] do_kinder,jeremyfarrar [22] union_newsuk,evidencebase_im [21] evidencebase_im,techscommit [21] techscommit,1752group [19] braincures,do_kinder [9] wiringthebrain,vvoikar Top Word Pairs in Tweet in G2:
[72] #highered,#edtech [41] #elearning,#mlearning [41] #highered,#highereducation [41] #k12,#highered [37] higher,education [36] #educación,#education [36] never,more [27] #universidad,#university [26] #edtech,#highered [26] edtech_highered,#cdwsocial Top Word Pairs in Tweet in G3:
[39] #highered,#highereducation [28] learn,more [21] oklahoma,city [19] #highereducation,#highered [17] higher,education [17] london,greater [16] #education,#highered [16] #highered,#edchat [15] city,ok [14] #edchat,#highered Top Word Pairs in Tweet in G4:
[40] #racialjustice,equity [31] #highered,policy [30] advance,#racialjustice [30] equity,increase [25] luminafound,lumina [24] college,students [24] lumina,foundation [24] foundation,awarding [24] awarding,more [24] more,5m Top Word Pairs in Tweet in G5:
[104] protect,community [103] bold,action [103] action,uottawa [103] uottawa,protect [103] community,extraordinary [103] extraordinary,student [103] student,employee [103] employee,vaccinated [103] vaccinated,campus [102] jetkerr,bold Top Word Pairs in Tweet in G6:
[82] #highered,#highereducation [47] #college,#universities [25] #highereducation,#college [20] good,morning [20] morning,educators [20] #vaccine,#vaccination [17] #colleges,#universities [16] #education,#highered [16] #universities,#students [15] colleges,universities Top Word Pairs in Tweet in G7:
[28] #collegeprep,advice [15] achieve,#highered [15] #highered,goals [14] 1998,helped [14] helped,students [14] students,59 [14] 59,countries [14] countries,achieve [14] goals,download [14] guide,#internationalstudents Top Word Pairs in Tweet in G8:
[34] wellbeing,apps [26] much,love [26] love,institutional [26] institutional,wellbeing [26] apps,tools [26] tools,yeah [26] yeah,thought [26] thought,check [26] check,anon [26] anon,rant Top Word Pairs in Tweet in G9:
[355] latest,job [118] #diversityandinclusion,#inclusiveemployer [111] job,university [101] bppgroup,recruiting [97] job,bpp [89] bpp,education [89] education,group [89] group,bppgroup [78] university,sheffield [77] sheffield,sheffielduni Top Word Pairs in Tweet in G10:
[23] higher,education [18] #globaled,#highered [15] read,#adjunctnation [15] #adjunctnation,today [13] helping,teaching [13] teaching,assistants [13] assistants,tas [13] tas,prepare [13] prepare,fall [13] fall,term 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:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: