The graph represents a network of 6,751 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, 02 March 2021 at 18:28 UTC.
The requested start date was Tuesday, 02 March 2021 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 5-day, 9-hour, 57-minute period from Wednesday, 24 February 2021 at 15:02 UTC to Tuesday, 02 March 2021 at 01:00 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 : 6751
Unique Edges : 5650
Edges With Duplicates : 10732
Total Edges : 16382
Number of Edge Types : 5
MentionsInRetweet : 6343
Mentions : 3626
Retweet : 3972
Replies to : 325
Tweet : 2116
Self-Loops : 2199
Reciprocated Vertex Pair Ratio : 0.0461575065429455
Reciprocated Edge Ratio : 0.0882419831703434
Connected Components : 995
Single-Vertex Connected Components : 460
Maximum Vertices in a Connected Component : 3952
Maximum Edges in a Connected Component : 11409
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.604699
Graph Density : 0.00019298101241517
Modularity : 0.522436
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,751 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, 02 March 2021 at 18:28 UTC.
The requested start date was Tuesday, 02 March 2021 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 5-day, 9-hour, 57-minute period from Wednesday, 24 February 2021 at 15:02 UTC to Tuesday, 02 March 2021 at 01:00 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:
[352] higher,education [235] #highered,news [228] breaking,#highered [225] twitter,account [224] news,deleting [224] deleting,entire [224] entire,twitter [224] account,obliged [224] obliged,preserve [224] preserve,legal Top Word Pairs in Tweet in G1:
[63] #highered,#edtech [48] higher,ed [48] #highered,institutions [39] #highered,#highereducation [38] #edtech,#avtweeps [36] higher,education [32] #edtech,#highered [24] ecampusnews,#cdwsocial [22] #educación,#education [21] #k12,#highered Top Word Pairs in Tweet in G2:
[43] higher,education [25] #highereducation,#highered [21] higher,ed [20] #highered,#highereducation [17] learn,more [17] oklahoma,city [16] #highered,#elearning [15] #highered,#edchat [13] #education,#highered [12] covid,19 Top Word Pairs in Tweet in G3:
[18] policy,commission [17] help,shape [17] shape,future [17] future,technicians [17] technicians,#highered [17] #highered,uk [17] uk,first [17] first,policy [17] commission,investigating [17] investigating,national Top Word Pairs in Tweet in G4:
[43] chancellor,josephicastro [42] calstate,chancellor [29] conversation,calstate [26] long,term [25] josephicastro,short [25] short,long [19] term,priorities [17] join,wide [17] wide,ranging [17] ranging,conversation Top Word Pairs in Tweet in G5:
[220] breaking,#highered [220] #highered,news [220] news,deleting [220] deleting,entire [220] entire,twitter [220] twitter,account [220] account,obliged [220] obliged,preserve [220] preserve,legal [220] legal,purposes Top Word Pairs in Tweet in G6:
[122] #mypov,international [122] international,higher [122] higher,education [122] education,students [122] students,challenging [122] challenging,times [122] times,deserve [122] deserve,greater [98] greater,compassion [78] scmpnews,commentary Top Word Pairs in Tweet in G7:
[24] nowhere,world [24] world,calcifying [24] calcifying,open [24] open,highered [24] highered,system [24] system,debt [24] debt,prestige [24] prestige,races [24] races,defunding [23] tressiemcphd,nowhere Top Word Pairs in Tweet in G8:
[11] universities,face [11] face,double [11] double,threat [11] threat,ransomware [11] ransomware,data [11] data,breaches [11] breaches,roblemos [11] roblemos,#education [10] undergrad,grad [10] grad,students Top Word Pairs in Tweet in G9:
[9] #highered,#higheredjobs [8] #highered,#elearning [7] higher,education [6] academic,friends [6] friends,resources [6] resources,found [6] found,helpful [6] helpful,developing [6] developing,literature [6] literature,review Top Word Pairs in Tweet in G10:
[46] #cdnpse,#highered [42] read,more [22] #highered,read [12] report,cbc's [12] cbc's,fifth [12] fifth,estate [12] estate,very [12] very,sad [12] sad,troubling [12] troubling,fact 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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Top Tweeters in G10: