The graph represents a network of 6,130 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, 16 November 2021 at 19:28 UTC.
The requested start date was Tuesday, 16 November 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 7-day, 10-hour, 48-minute period from Monday, 08 November 2021 at 14:11 UTC to Tuesday, 16 November 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 : 6130
Unique Edges : 5303
Edges With Duplicates : 11522
Total Edges : 16825
Number of Edge Types : 5
MentionsInRetweet : 5997
Mentions : 4470
Retweet : 3712
Tweet : 2384
Replies to : 262
Self-Loops : 2530
Reciprocated Vertex Pair Ratio : 0.0485933503836317
Reciprocated Edge Ratio : 0.0926829268292683
Connected Components : 944
Single-Vertex Connected Components : 458
Maximum Vertices in a Connected Component : 3641
Maximum Edges in a Connected Component : 12298
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.694236
Graph Density : 0.000218254776252922
Modularity : 0.467955
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,130 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, 16 November 2021 at 19:28 UTC.
The requested start date was Tuesday, 16 November 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 7-day, 10-hour, 48-minute period from Monday, 08 November 2021 at 14:11 UTC to Tuesday, 16 November 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:
[324] higher,education [160] #highered,#education [143] #highered,#highereducation [134] learn,more [124] latest,job [119] higher,ed [110] read,more [106] #highered,institutions [92] #highered,#edtech [90] #cdnpse,#highered Top Word Pairs in Tweet in G1:
[104] higher,education [101] latest,job [62] #highered,#edtech [49] job,university [45] #highered,#highereducation [42] #education,#highered [39] seeking,recruit [38] #diversityandinclusion,#inclusiveemployer [34] edutech_asia,#edutechasia [34] #highered,#education Top Word Pairs in Tweet in G2:
[26] elebelfiore,tanvir_h [26] tanvir_h,epsrc [26] epsrc,addyadelaine [26] addyadelaine,ukri_news [26] ukri_news,nercscience [26] nercscience,ahrcpress [26] ahrcpress,the_mrc [26] the_mrc,bbsrc [24] wiringthebrain,vvoikar [24] vvoikar,alepalermo_1 Top Word Pairs in Tweet in G3:
[28] #highered,#highereducation [27] higher,education [23] #highereducation,#highered [23] #highered,#elearning [23] #policywonk,#highered [21] learn,more [20] #highered,#academicdevelopment [20] #elearning,#instructionaldesign [17] london,greater [16] higher,ed Top Word Pairs in Tweet in G4:
[64] #highered,#tenuretrack [60] erindoran_edd,#highered [52] #tenuretrack,job [52] job,assistant [41] higher,ed [35] assistant,professor [34] week's,job [34] job,postings [34] postings,#highered [34] #highered,ashe Top Word Pairs in Tweet in G5:
[19] higher,education [18] #highered,policy [15] commissioner,zzmulligan [14] undocumented,students [11] community,colleges [11] congratulations,commissioner [10] sheeoed,#highered [10] zzmulligan,receiving [10] receiving,2021 [10] 2021,exceptional Top Word Pairs in Tweet in G6:
[26] see,#highered [24] #highered,institutions [21] #highered,#facdev [19] weird,dynamic [19] dynamic,see [19] #highered,act [19] act,students [19] students,supposed [19] supposed,already [19] already,know Top Word Pairs in Tweet in G7:
[40] #college,#collegetalk [40] #highered,#collegebound [28] colleges,start [28] start,programs [28] programs,cannabis [28] cannabis,science [28] science,#engineering [28] #engineering,bilingual [28] bilingual,journalism [28] journalism,#datascience Top Word Pairs in Tweet in G8:
[6] wgu,proud [6] proud,one [6] one,utah's [6] utah's,leading [6] leading,#highered [6] #highered,providers [6] providers,#nurses [6] #nurses,honor [6] honor,#nursepractitioner [6] #nursepractitioner,week Top Word Pairs in Tweet in G9:
[22] huge,news [22] news,deakin [22] deakin,ranked [22] ranked,number [22] number,globally [22] globally,#highered [22] #highered,research [22] research,david [22] david,boud [22] boud,top Top Word Pairs in Tweet in G10:
[22] #highered,#highereducation [17] #highereducation,#highereducationleadership [9] higher,education [9] #highered,staff [7] insidehighered,#highered [7] higher,ed [6] volthighered,#highered [6] staff,fleeing [6] fleeing,jobs [6] jobs,industries Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: