The graph represents a network of 5,944 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, 23 December 2020 at 18:37 UTC.
The requested start date was Tuesday, 22 December 2020 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 7-day, 2-hour, 6-minute period from Monday, 14 December 2020 at 22:53 UTC to Tuesday, 22 December 2020 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 : 5944
Unique Edges : 5037
Edges With Duplicates : 9636
Total Edges : 14673
Number of Edge Types : 5
Mentions : 3558
Retweet : 3369
MentionsInRetweet : 4915
Tweet : 2578
Replies to : 253
Self-Loops : 2678
Reciprocated Vertex Pair Ratio : 0.0565346115888905
Reciprocated Edge Ratio : 0.107018948492127
Connected Components : 1095
Single-Vertex Connected Components : 513
Maximum Vertices in a Connected Component : 3133
Maximum Edges in a Connected Component : 9393
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.265307
Graph Density : 0.000212143220622835
Modularity : 0.494898
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,944 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, 23 December 2020 at 18:37 UTC.
The requested start date was Tuesday, 22 December 2020 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 7-day, 2-hour, 6-minute period from Monday, 14 December 2020 at 22:53 UTC to Tuesday, 22 December 2020 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:
[263] higher,education [162] #highered,#highereducation [156] learn,more [154] covid,19 [126] read,more [120] higher,ed [103] #highered,#edtech [100] #cdnpse,#highered [92] #highered,read [77] read,latest Top Word Pairs in Tweet in G1:
[31] #highered,#highereducation [31] higher,education [23] oklahoma,city [18] higher,ed [17] #highereducation,#highered [15] learn,more [14] #highered,#edchat [14] city,ok [12] great,fit [11] high,school Top Word Pairs in Tweet in G2:
[83] #highered,#edtech [63] higher,education [51] covid,19 [50] #highered,#highereducation [34] #edtech,#highered [30] #elearning,#mlearning [29] #universidad,#highered [25] #education,#highered [25] #universidad,#university [25] #intled,#highered Top Word Pairs in Tweet in G3:
[42] undocumented,students [36] commonapp,changing [36] changing,application [35] #highered,#highereducation [34] applications,undocumented [34] declined,16 [34] 16,2016 [34] 2016,2020 [33] college,students [33] students,declined Top Word Pairs in Tweet in G4:
[14] #education,#highered [13] higher,education [13] edtech_highered,#cdwsocial [12] #highered,institutions [12] help,remote [12] remote,#highered [12] #highered,staff [12] staff,collaborate [12] collaborate,more [12] more,effectively Top Word Pairs in Tweet in G5:
[16] covid,19 [11] chronicle,#highered [11] higher,education [11] 25,years [10] spoke,advisingpodcast [10] advisingpodcast,journey [10] journey,#highered [10] #highered,disabled [10] disabled,researcher [10] researcher,results Top Word Pairs in Tweet in G6:
[33] #cmsi,#msis [21] learn,more [12] #msis,#hbcus [11] #hbcus,#highered [11] community,colleges [10] #msis,#highered [9] schools,colleges [9] colleges,unis [9] unis,holiday [9] holiday,students Top Word Pairs in Tweet in G7:
[9] black,educator [8] three,historically [8] historically,black [8] black,#northcarolina [8] #northcarolina,colleges [8] colleges,received [8] received,record [8] record,financial [8] financial,gifts [8] gifts,philanthropist Top Word Pairs in Tweet in G8:
[13] #highered,rebuilding [12] amid,#covid19 [11] reinvention,#highered [11] rebuilding,#workforce [11] #workforce,amid [10] caeconomy,summit [10] summit,session [10] mikyung,ryu [8] nsclearinghouse's,mikyung [8] session,reinvention Top Word Pairs in Tweet in G9:
[67] read,latest [67] latest,#research [67] #research,expedited [67] expedited,path [67] path,towards [67] towards,#equity [67] #equity,#highered [67] #highered,published [67] published,springernature [66] berondam,read Top Word Pairs in Tweet in G10:
[10] popular,articles [10] articles,year [8] #highered,#highereducation [8] #lovehe,#highered [7] 12,popular [6] #highered,#he [5] national,student [5] student,clearinghouse [5] #colleges,#universities [5] #college,#university 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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