The graph represents a network of 6,575 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, 30 March 2021 at 17:31 UTC.
The requested start date was Tuesday, 30 March 2021 at 00:01 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, 9-hour, 47-minute period from Tuesday, 23 March 2021 at 14:09 UTC to Monday, 29 March 2021 at 23:56 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 : 6575
Unique Edges : 5327
Edges With Duplicates : 10170
Total Edges : 15497
Number of Edge Types : 5
Retweet : 3602
MentionsInRetweet : 5341
Mentions : 3852
Replies to : 297
Tweet : 2405
Self-Loops : 2509
Reciprocated Vertex Pair Ratio : 0.0527002348030264
Reciprocated Edge Ratio : 0.100123915737299
Connected Components : 987
Single-Vertex Connected Components : 429
Maximum Vertices in a Connected Component : 4071
Maximum Edges in a Connected Component : 11185
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.373389
Graph Density : 0.00018670161634553
Modularity : 0.503827
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 6,575 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, 30 March 2021 at 17:31 UTC.
The requested start date was Tuesday, 30 March 2021 at 00:01 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, 9-hour, 47-minute period from Tuesday, 23 March 2021 at 14:09 UTC to Monday, 29 March 2021 at 23:56 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:
[305] higher,education [172] #highered,#highereducation [159] learn,more [128] #academictwitter,#highered [121] #highered,institutions [113] #academicchatter,#academictwitter [111] covid,19 [106] read,more [101] #highered,#edtech [101] go,waste Top Word Pairs in Tweet in G1:
[17] #highered,#highereducation [14] quoted,piece [14] piece,talking [14] talking,ways [14] ways,make [14] make,academia [14] academia,fairer [14] fairer,place [14] place,thoughts [14] thoughts,#academictwitter Top Word Pairs in Tweet in G2:
[33] higher,education [20] #highered,#highereducation [19] learn,more [19] oklahoma,city [16] #highereducation,#highered [16] city,ok [15] #education,#highered [14] part,time [13] #college,#highered [13] click,apply Top Word Pairs in Tweet in G3:
[33] edtech_highered,#cdwsocial [29] #highered,#highereducation [25] #highered,institutions [23] higher,education [22] higher,ed [16] colleges,universities [16] covid,19 [16] #highereducation,#highereducationleadership [15] pell,grant [13] ecampusnews,#cdwsocial Top Word Pairs in Tweet in G4:
[64] #highered,#edtech [49] #educación,#education [48] higher,education [48] #universidad,#university [41] #elearning,#mlearning [36] #edtech,#highered [35] #highered,#highereducation [33] #edtech,#edchat [29] educkacción,red [29] #highered,#college Top Word Pairs in Tweet in G5:
[42] dare,model [42] model,behaviors [42] behaviors,see [42] see,#highered [42] #highered,unapologetic [42] unapologetic,naming [42] naming,racism [42] racism,white [42] white,supremacy [42] supremacy,pay Top Word Pairs in Tweet in G6:
[10] shri,drrpnishank [9] uopeople,#uopeople [9] #uopeople,around [9] around,students [9] students,undocumented [9] undocumented,#highered [9] #highered,open [9] open,doors [9] student,voice [9] voice,survey Top Word Pairs in Tweet in G7:
[101] #academictwitter,#highered [100] good,meme [100] meme,go [100] go,waste [100] waste,#tfifriday [100] #tfifriday,#staffworkload [100] #staffworkload,#academicchatter [100] #academicchatter,#academictwitter [99] uwankings,good [99] #highered,#anyoneelseexhau Top Word Pairs in Tweet in G8:
[10] follow,twitter [7] civic,engagement [7] engagement,colleagues [7] colleagues,internationally [7] internationally,send [7] send,best [7] best,video [7] video,article [7] article,etc [7] etc,makes Top Word Pairs in Tweet in G9:
[7] learn,more [7] deadline,apply [7] #iammdc,#higheredjobs [6] mdc,summer [6] summer,2021 [6] 2021,#scholarship [6] #scholarship,open [6] open,deadline [6] apply,mar [6] mar,31 Top Word Pairs in Tweet in G10:
[25] writing,article [25] article,interview [25] interview,women [25] women,college [25] college,parenting [25] parenting,working [25] working,during [25] during,pandemic [25] pandemic,please [25] please,share Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: