The graph represents a network of 5,943 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, 09 December 2020 at 18:34 UTC.
The requested start date was Tuesday, 08 December 2020 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, 10-hour, 4-minute period from Tuesday, 01 December 2020 at 14:55 UTC to Tuesday, 08 December 2020 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 : 5943
Unique Edges : 4654
Edges With Duplicates : 9533
Total Edges : 14187
Number of Edge Types : 5
Mentions : 3264
Tweet : 2556
Retweet : 3350
MentionsInRetweet : 4755
Replies to : 262
Self-Loops : 2627
Reciprocated Vertex Pair Ratio : 0.0560415122312824
Reciprocated Edge Ratio : 0.106135055454163
Connected Components : 1134
Single-Vertex Connected Components : 601
Maximum Vertices in a Connected Component : 3300
Maximum Edges in a Connected Component : 9605
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.88672
Graph Density : 0.000201708670380508
Modularity : 0.486403
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,943 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, 09 December 2020 at 18:34 UTC.
The requested start date was Tuesday, 08 December 2020 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, 10-hour, 4-minute period from Tuesday, 01 December 2020 at 14:55 UTC to Tuesday, 08 December 2020 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:
[214] higher,education [143] #highered,#highereducation [141] learn,more [137] #college,#collegetalk [133] covid,19 [122] read,more [110] #highered,#edtech [96] higher,ed [84] #cdnpse,#highered [75] #highereducation,#highered Top Word Pairs in Tweet in G1:
[37] higher,education [32] #highereducation,#highered [31] #highered,#highereducation [27] #highered,#college [27] part,time [25] read,#adjunctnation [25] #adjunctnation,today [20] #adjuncts,#highered [18] higher,ed [18] learn,more Top Word Pairs in Tweet in G2:
[60] #highered,#edtech [41] #k12,#highered [33] #edtech,#highered [28] higher,education [27] #education,#highered [21] #edtech,#edchat [20] #lillycon,plenary [20] #highered,#education [19] #highered,#edchat [19] during,pandemic Top Word Pairs in Tweet in G3:
[74] read,more [74] #cdnpse,#highered [66] #highered,#highereducation [64] #highered,read [41] #universidad,#university [40] covid,19 [35] hard,clearly [35] clearly,see [35] see,effects [35] effects,climate Top Word Pairs in Tweet in G4:
[21] nearly,million [21] million,people [21] people,canceled [21] canceled,#college [21] #college,plans [21] plans,fall [21] fall,income [21] income,changed [21] changed,during [21] during,#pandemic Top Word Pairs in Tweet in G5:
[23] financial,aid [17] mental,health [16] excited,share [16] share,brief [16] brief,using [16] using,professional [16] professional,judgment [16] judgment,financial [16] aid,advance [16] advance,racial Top Word Pairs in Tweet in G6:
[21] #highered,#onlinelearning [19] training,faculty [16] feeling,huge [16] huge,part [16] part,massive [16] massive,deficit [16] deficit,pedagogical [16] pedagogical,support [16] support,training [16] faculty,model Top Word Pairs in Tweet in G7:
[13] tenure,track [9] join,final [9] final,chronicle [9] chronicle,webinar [9] webinar,fall [9] fall,2020 [9] 2020,race [9] race,class [9] class,campus [9] campus,climate Top Word Pairs in Tweet in G8:
[17] next,virtual [14] workshop,dec [12] uk,#highered [11] free,book [11] book,scholarship [11] scholarship,teaching [11] teaching,learning [11] learning,#sotl [11] #sotl,#highered [11] #highered,cel_elon Top Word Pairs in Tweet in G9:
[45] anyone,#highered [45] #highered,academic [45] academic,job [45] job,market [45] market,informal [45] informal,grad [45] grad,group [45] group,last [45] last,year [45] year,put Top Word Pairs in Tweet in G10:
[47] #givingtuesday,please [47] please,consider [47] consider,giving [47] giving,donation [47] donation,african [47] african,american [47] american,intellectual [47] intellectual,#history [47] #history,society [47] society,aaihs Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: