The graph represents a network of 6,179 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, 07 December 2021 at 20:32 UTC.
The requested start date was Tuesday, 07 December 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, 15-hour, 49-minute period from Monday, 29 November 2021 at 09:10 UTC to Tuesday, 07 December 2021 at 00:59 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 : 6179
Unique Edges : 4570
Edges With Duplicates : 10772
Total Edges : 15342
Number of Edge Types : 5
Retweet : 3776
MentionsInRetweet : 5368
Mentions : 3633
Tweet : 2328
Replies to : 237
Self-Loops : 2491
Reciprocated Vertex Pair Ratio : 0.0467590648187036
Reciprocated Edge Ratio : 0.0893406446435736
Connected Components : 1013
Single-Vertex Connected Components : 491
Maximum Vertices in a Connected Component : 3390
Maximum Edges in a Connected Component : 10126
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.398825
Graph Density : 0.000195867004496427
Modularity : 0.476413
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,179 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, 07 December 2021 at 20:32 UTC.
The requested start date was Tuesday, 07 December 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, 15-hour, 49-minute period from Monday, 29 November 2021 at 09:10 UTC to Tuesday, 07 December 2021 at 00:59 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:
[214] higher,education [133] learn,more [131] latest,job [122] #highered,#highereducation [115] #highered,#education [112] higher,ed [101] read,more [99] #highered,#edtech [85] #highereducation,#highered [84] research,india Top Word Pairs in Tweet in G1:
[33] #highered,fundamental [33] fundamental,right [33] right,access [33] access,technology [33] technology,innovation [33] innovation,makes [33] makes,happen [33] happen,learn [33] learn,people [33] people,cayman Top Word Pairs in Tweet in G2:
[83] #highered,#edtech [39] higher,education [37] learn,more [32] #k12,#highered [31] edtech_highered,#cdwsocial [27] higher,ed [25] future,forward [25] forward,#edtech [25] #edtech,tools [25] tools,power Top Word Pairs in Tweet in G3:
[16] wiringthebrain,vvoikar [16] vvoikar,alepalermo_1 [16] alepalermo_1,roysocchem [16] roysocchem,fabulouslylaura [16] fabulouslylaura,mresmini [12] ajackiehunter,utafrith [11] mresmini,kevin_coutinho [8] braincures,do_kinder [8] utafrith,ottolineleyser [8] ottolineleyser,wiringthebrain Top Word Pairs in Tweet in G4:
[20] umbc,president [20] freeman,hrabowski [20] hrabowski,danettehoward16 [19] join,4pm [19] 4pm,dec [19] dec,15 [19] 15,#equityfirst [19] #equityfirst,discussion [19] discussion,umbc [19] president,dr Top Word Pairs in Tweet in G5:
[82] scholar,conducts [82] conducts,research [82] research,india [82] india,aware [82] aware,publications [82] publications,probably [82] probably,being [82] being,monitored [82] read,details [82] details,protections Top Word Pairs in Tweet in G6:
[56] join,picket [56] picket,lines [56] lines,show [56] show,solidarity [56] solidarity,way [56] way,tell [56] tell,senior [56] senior,management [56] management,casualisation [56] casualisation,precarity Top Word Pairs in Tweet in G7:
[25] doctoral,program [25] program,perfect [25] perfect,doesn [25] doesn,abusive [25] abusive,#academictwitter [25] #academictwitter,#phding [25] #phding,#nottoday [25] #nottoday,#highered [24] serxiogonzalez,doctoral [24] #highered,#educa Top Word Pairs in Tweet in G8:
[74] #cdnpse,#highered [70] #highered,#education [66] read,more [46] closing,today [39] #highered,#altac [38] #education,read [38] today,#highered [24] #altac,#academictwitter [24] #academictwitter,#withaphd [24] #withaphd,#academicchatter Top Word Pairs in Tweet in G9:
[15] higher,ed [12] upcea,straighterline [8] nearly,25 [8] 25,years [8] years,ago [8] ago,group [8] group,19 [8] 19,governors [8] governors,founded [8] founded,wgu Top Word Pairs in Tweet in G10:
[28] #realcollege,students [27] policy,change [26] thoughts,prayers [26] prayers,enough [26] enough,need [26] need,policy [26] change,help [26] help,#realcollege [26] students,assembled [26] assembled,team 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: