The graph represents a network of 6,849 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, 23 February 2021 at 18:31 UTC.
The requested start date was Tuesday, 23 February 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, 11-hour, 11-minute period from Wednesday, 17 February 2021 at 13:48 UTC to Tuesday, 23 February 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 : 6849
Unique Edges : 5008
Edges With Duplicates : 10782
Total Edges : 15790
Number of Edge Types : 5
Retweet : 3968
MentionsInRetweet : 5734
Mentions : 3734
Tweet : 2041
Replies to : 313
Self-Loops : 2117
Reciprocated Vertex Pair Ratio : 0.043673571250312
Reciprocated Edge Ratio : 0.0836920133907221
Connected Components : 966
Single-Vertex Connected Components : 460
Maximum Vertices in a Connected Component : 3640
Maximum Edges in a Connected Component : 9868
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.875907
Graph Density : 0.000178329464837626
Modularity : 0.518848
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,849 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, 23 February 2021 at 18:31 UTC.
The requested start date was Tuesday, 23 February 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, 11-hour, 11-minute period from Wednesday, 17 February 2021 at 13:48 UTC to Tuesday, 23 February 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:
[898] higher,education [613] data,shocking [613] shocking,depressing [613] depressing,rate [613] rate,progression [613] progression,uk [613] uk,higher [613] education,kids [613] kids,free [613] free,school Top Word Pairs in Tweet in G1:
[612] data,shocking [612] shocking,depressing [612] depressing,rate [612] rate,progression [612] progression,uk [612] uk,higher [612] higher,education [612] education,kids [612] kids,free [612] free,school Top Word Pairs in Tweet in G2:
[68] higher,education [60] #highered,#edtech [50] #highered,#highereducation [49] covid,19 [41] #educación,#education [38] #highered,institutions [36] #universidad,#university [34] edtech_highered,#cdwsocial [33] ecampusnews,#cdwsocial [28] #education,#highered Top Word Pairs in Tweet in G3:
[37] higher,education [29] #highered,#highereducation [26] oklahoma,city [24] #highered,#elearning [23] learn,more [22] hybrid,campus [22] shifts,pandemic [19] #highereducation,#highered [19] #elearning,#instructionaldesign [15] being,true Top Word Pairs in Tweet in G4:
[7] free,speech [6] ajackiehunter,universitiesuk [6] universitiesuk,wb_uk [6] wb_uk,whistleuk [6] whistleuk,awhistleblowing [6] awhistleblowing,universityappg [6] universityappg,appgstudents [6] appgstudents,ucu [6] ucu,jeremyfarrar [5] braincures,ajackiehunter Top Word Pairs in Tweet in G5:
[31] under,secretary [28] biden,administration [28] secretary,education [26] former,obama [26] obama,#highered [26] #highered,adviser [26] adviser,jameskvaal [26] jameskvaal,joined [26] joined,biden [26] administration,under Top Word Pairs in Tweet in G6:
[12] deplazesevelyne,alzscience [12] icymi,introductory [12] introductory,#ethics [12] #ethics,module [12] module,#datascience [12] #datascience,#dataanalytics [12] #dataanalytics,courses [12] courses,featuring [12] featuring,overview [12] overview,homework Top Word Pairs in Tweet in G7:
[45] higher,education [22] special,issue [18] issue,emerging [18] emerging,issues [18] issues,internationalization [18] internationalization,canadian [18] canadian,higher [17] emmasabzalieva,special [17] education,re [15] takeusbacktochn,iieglobal Top Word Pairs in Tweet in G8:
[14] #highered,#highereducation [11] higher,education [9] timeshighered,#highered [8] kalrajmishra,ugc_india [8] ugc_india,rajbhawanjaipur [8] rajbhawanjaipur,ashokgehlot51 [8] ashokgehlot51,rajgovofficial [8] rajgovofficial,rajeduofficial [8] rajeduofficial,bsbhatilnc [8] bsbhatilnc,govinddotasra Top Word Pairs in Tweet in G9:
[15] under,proposed [15] proposed,dual [15] dual,admission [15] admission,program [15] program,students [15] students,enroll [15] enroll,calcommcolleges [15] calcommcolleges,conditionally [15] conditionally,accepted [15] accepted,state Top Word Pairs in Tweet in G10:
[32] #college,#collegetalk [31] scholarship,opportunity [31] opportunity,students [31] students,experiencing [31] experiencing,homelessness [31] homelessness,housing [31] housing,insecurity [31] insecurity,extreme [31] extreme,poverty [21] #highered,#highereducation 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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