The graph represents a network of 6,293 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, 17 February 2021 at 18:32 UTC.
The requested start date was Tuesday, 16 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 6-day, 4-hour, 34-minute period from Tuesday, 09 February 2021 at 20:17 UTC to Tuesday, 16 February 2021 at 00:51 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 : 6293
Unique Edges : 5501
Edges With Duplicates : 10873
Total Edges : 16374
Number of Edge Types : 5
Retweet : 3796
MentionsInRetweet : 6185
Mentions : 3827
Replies to : 325
Tweet : 2241
Self-Loops : 2341
Reciprocated Vertex Pair Ratio : 0.0552238805970149
Reciprocated Edge Ratio : 0.104667609618105
Connected Components : 1001
Single-Vertex Connected Components : 432
Maximum Vertices in a Connected Component : 3598
Maximum Edges in a Connected Component : 11385
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.255944
Graph Density : 0.000214266469701802
Modularity : 0.49839
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,293 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, 17 February 2021 at 18:32 UTC.
The requested start date was Tuesday, 16 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 6-day, 4-hour, 34-minute period from Tuesday, 09 February 2021 at 20:17 UTC to Tuesday, 16 February 2021 at 00:51 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:
[249] higher,education [155] #highered,#edtech [140] #highered,#highereducation [139] #college,#collegetalk [136] higher,ed [127] learn,more [107] #highered,#onlinelearning [104] covid,19 [83] colleges,universities [83] #highered,institutions Top Word Pairs in Tweet in G1:
[31] #highered,#highereducation [21] higher,ed [20] higher,education [17] #highered,#elearning [17] click,apply [17] part,time [15] #highereducation,#highered [14] see,latest [14] #elearning,#instructionaldesign [14] oklahoma,city Top Word Pairs in Tweet in G2:
[10] braincures,do_kinder [10] #bamestudents21,conference [9] ukri_news,ukri_ceo [7] jeremyfarrar,michelle_cruk [7] michelle_cruk,ukri_ceo [7] roysocchem,royalsocbio [7] wiringthebrain,vvoikar [7] vvoikar,alepalermo_1 [7] alepalermo_1,roysocchem [7] roysocchem,fabulouslylaura Top Word Pairs in Tweet in G3:
[87] higher,education [62] #highered,#highereducation [40] covid,19 [32] #elearning,#mlearning [32] #highered,institutions [30] #universidad,#university [25] #educación,#education [25] edtech_highered,#cdwsocial [20] #highered,#edtech [20] #education,#highered Top Word Pairs in Tweet in G4:
[77] #irsc,#highered [76] #highered,#onlinelearning [74] #irscdld2021,#irsc [27] #education,#highered [18] students,color [15] 2019,#highered [15] color,students [14] #highered,use [12] higher,education [12] income,communities Top Word Pairs in Tweet in G5:
[50] spread,word [50] hiring,multiple [40] analyst,positions [39] multiple,analyst [38] please,spread [38] word,hiring [38] positions,ithakasr [38] ithakasr,great [38] great,opportunity [38] opportunity,someone Top Word Pairs in Tweet in G6:
[111] #highered,#edtech [68] #edtech,#avtweeps [67] chris_neto,hetma_org [37] #avtweeps,#highered [35] hetma_org,conference [26] higher,ed [20] #higheredav,#avinhighered [20] #highered,#higheredav [19] #k12,#highered [19] still,time Top Word Pairs in Tweet in G7:
[9] spglobalratings,jessica [9] jessica,wood [8] months,2021 [8] 2021,newamericaed's [8] newamericaed's,#highered [8] #highered,team [8] team,hit [8] hit,ground [8] ground,running [8] running,grateful Top Word Pairs in Tweet in G8:
[138] #college,#collegetalk [45] #highered,#collegebound [43] 12,ways [43] ways,win [43] win,college [43] college,scholarship [43] scholarship,#college [43] #collegetalk,#scholarship [35] #scholarship,#scholarships [35] fafsa,important Top Word Pairs in Tweet in G9:
[8] jobs,bad [8] bad,times [7] public,#highered [7] episode,live [7] live,good [7] good,jobs [7] times,futureupodcast [7] futureupodcast,hosts [7] hosts,jselingo [7] jselingo,michaelbhorn Top Word Pairs in Tweet in G10:
[11] #highered,needs [10] #newdeal4highered,#highered [10] time,#newdeal4highered [9] ll,speaking [9] speaking,teach [9] teach,alongside [9] alongside,afta [9] afta,colleagues [9] colleagues,dm [9] dm,questions Top Replied-To in Entire Graph:
Top Replied-To in G2:
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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 G5:
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Top Tweeters in G9:
Top Tweeters in G10: