The graph represents a network of 13,080 Twitter users whose recent tweets contained "#academictwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 25 June 2021 at 23:45 UTC.
The tweets in the network were tweeted over the 8-day, 10-hour, 46-minute period from Thursday, 17 June 2021 at 12:11 UTC to Friday, 25 June 2021 at 22:58 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 : 13080
Unique Edges : 22389
Edges With Duplicates : 9501
Total Edges : 31890
Number of Edge Types : 5
Retweet : 10593
Tweet : 3865
MentionsInRetweet : 11695
Mentions : 5186
Replies to : 551
Self-Loops : 4051
Reciprocated Vertex Pair Ratio : 0.0345894775168396
Reciprocated Edge Ratio : 0.0668660918528946
Connected Components : 2063
Single-Vertex Connected Components : 1219
Maximum Vertices in a Connected Component : 8130
Maximum Edges in a Connected Component : 25226
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.764363
Graph Density : 0.000132878697858906
Modularity : 0.629744
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 13,080 Twitter users whose recent tweets contained "#academictwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 25 June 2021 at 23:45 UTC.
The tweets in the network were tweeted over the 8-day, 10-hour, 46-minute period from Thursday, 17 June 2021 at 12:11 UTC to Friday, 25 June 2021 at 22:58 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 : TwitterSearch
Graph Term : #academictwitter
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:
[2342] #academictwitter,#academicchatter [1142] #academicchatter,#academictwitter [684] #academictwitter,#phdchat [610] comm,sheet [540] academicchatter,#academictwitter [434] #econometrics,#javascript [428] #academictwitter,academicchatter [409] #phdchat,#academictwitter [388] #100daysofcode,#python [388] #python,#nodejs Top Word Pairs in Tweet in G1:
[460] academicchatter,#academictwitter [431] #academictwitter,#academicchatter [368] #academictwitter,academicchatter [363] openacademics,academicchatter [349] openacademics,#academictwitter [334] #academicchatter,#academictwitter [276] #academictwitter,#phdchat [272] academicchatter,phdvoice [253] #academictwitter,#phdlife [233] don,forget Top Word Pairs in Tweet in G2:
[220] #academictwitter,#academicchatter [117] #academicchatter,#academictwitter [34] #phdchat,#academictwitter [30] #phdlife,#academictwitter [28] help,#academictwitter [25] #academictwitter,#phdlife [25] essay,help [25] let's,handle [25] handle,academic [25] academic,great Top Word Pairs in Tweet in G3:
[114] #academictwitter,#academicchatter [55] #academicchatter,#academictwitter [45] #scicomm,#academictwitter [33] #academictwitter,#phdchat [33] #academictwitter,#phd [30] #researchculture,#reimagineresearch [29] #phd,#phdchat [29] #phdlife,#phdvoice [29] #phdvoice,#scicomm [28] #academicmentalhealth,#academictwitter Top Word Pairs in Tweet in G4:
[68] #academictwitter,#academicjobs [65] #phd,#graduateschool [65] #graduateschool,#australia [65] #australia,#hinterviews [65] #hinterviews,#careerdevelopment [65] #careerdevelopment,#academictwitter [64] jobs,jobs [62] tenure,track [62] phd,scholarships [61] mphil,phd Top Word Pairs in Tweet in G5:
[104] #academictwitter,#academicchatter [78] latest,vacancy [52] #academicchatter,#academictwitter [52] today's,#researchtip [49] #sciencetwitter,#medtwitter [45] #medtwitter,#academictwitter [38] #academictwitter,#phdchat [37] #academia,#highered [36] #scitwitter,#academictwitter [36] #academicchatter,#phdchat Top Word Pairs in Tweet in G6:
[610] comm,sheet [305] updated,comm [305] sheet,struggling [305] struggling,academic [305] academic,works [305] works,don [305] don,worry [305] worry,avery [305] avery,nom [305] nom,plume Top Word Pairs in Tweet in G7:
[156] #academictwitter,#academicchatter [124] analysis,#sociology [122] sociology,defined [122] defined,systematic [122] systematic,study [122] study,society [122] society,social [122] social,interactions [122] interactions,understand [122] understand,individuals Top Word Pairs in Tweet in G8:
[44] #academictwitter,#academicchatter [31] two,ph [31] ph,student [31] student,positions [31] positions,come [31] come,work [31] work,fully [31] fully,funded [31] funded,year [31] year,contract Top Word Pairs in Tweet in G9:
[120] #academicmentalhealth,#academictwitter [119] people,work [119] work,more [119] more,hours [119] hours,required [119] required,more [119] more,committed [119] committed,people [119] people,establish [119] establish,strict Top Word Pairs in Tweet in G10:
[420] #econometrics,#javascript [374] #100daysofcode,#python [374] #python,#nodejs [366] #essaypay,#econometrics [366] #javascript,#womenwhocode [350] #coding,#academictwitter [349] #onlineclasses,#coding [339] #homeworkslave,#onlineclasses [328] #essaydue,#homeworkslave [312] #assignmentpay,#100daysofcode Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
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