The graph represents a network of 14,576 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 Wednesday, 20 October 2021 at 16:19 UTC.
The tweets in the network were tweeted over the 7-day, 20-hour, 20-minute period from Tuesday, 12 October 2021 at 18:29 UTC to Wednesday, 20 October 2021 at 14:50 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 : 14576
Unique Edges : 28344
Edges With Duplicates : 10385
Total Edges : 38729
Number of Edge Types : 5
Retweet : 12863
MentionsInRetweet : 17079
Tweet : 3778
Replies to : 335
Mentions : 4674
Self-Loops : 4002
Reciprocated Vertex Pair Ratio : 0.0257091256772549
Reciprocated Edge Ratio : 0.0501294665976178
Connected Components : 2065
Single-Vertex Connected Components : 1192
Maximum Vertices in a Connected Component : 9045
Maximum Edges in a Connected Component : 30995
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 4.593107
Graph Density : 0.000136341042301732
Modularity : 0.630495
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 14,576 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 Wednesday, 20 October 2021 at 16:19 UTC.
The tweets in the network were tweeted over the 7-day, 20-hour, 20-minute period from Tuesday, 12 October 2021 at 18:29 UTC to Wednesday, 20 October 2021 at 14:50 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2589] #academictwitter,#academicchatter [1108] #academicchatter,#academictwitter [1022] #history,#academictwitter [948] openacademics,academicchatter [877] #academictwitter,#phdchat [861] academicchatter,#academictwitter [811] #phdchat,#phdfriend [780] sound,familiar [772] familiar,#india [772] #india,#hindus Top Word Pairs in Tweet in G1:
[890] openacademics,academicchatter [798] #phdchat,#phdfriend [749] academicchatter,#academictwitter [748] #academictwitter,#academicchatter [536] #phdfriend,#phdvoice [534] #academictwitter,#phdchat [409] #academictwitter,#ecr [407] #ecr,#phdchat [406] #academictwitter,openacademics [397] openacademics,phdvoice Top Word Pairs in Tweet in G2:
[188] #academictwitter,#academicchatter [71] #academicchatter,#academictwitter [52] research,papers [48] papers,#academictwitter [42] high,grade [42] grade,research [41] #phdchat,#academictwitter [40] exceptional,essays [39] #domyhomework,#englishclass [37] #phdlife,#academictwitter Top Word Pairs in Tweet in G3:
[1004] #history,#academictwitter [772] sound,familiar [772] familiar,#india [772] #india,#hindus [772] #hindus,#history [170] #dharma,#history [170] #academictwitter,#yoga [161] eventbrite,#diversityandinclusion [161] #diversityandinclusion,#academictwitter [161] #academictwitter,amazing Top Word Pairs in Tweet in G4:
[86] #academictwitter,#academicchatter [48] #academictwitter,#ai [47] #scicomm,#academictwitter [43] #academicchatter,#academicmentalhealth [43] #academicmentalhealth,#womenwhocode [43] #womenwhocode,#womenintech [43] #womenintech,#womeninstem [43] #blackgirlcode,#womenbusinessowner [43] #womenbusinessowner,#autism [43] #autism,#academictwitter Top Word Pairs in Tweet in G5:
[106] #academictwitter,#academicchatter [50] tenure,track [49] #academicchatter,#academictwitter [49] happy,birthday [49] birthday,october [49] #sociology,#academictwitter [34] #academictwitter,#scholcomm [33] #openaccess,#journals [26] track,assistant [25] #phdchat,#academictwitter Top Word Pairs in Tweet in G6:
[126] #academictwitter,#academicchatter [107] latest,job [80] #academicchatter,#academicjobs [75] #academicsearch,#academictwitter [72] opportunity,#academicsearch [71] #academicjobs,#phdposition [71] #phdposition,#opportunity [71] #opportunity,#scholarships [71] #scholarships,#funding [71] #funding,#phd Top Word Pairs in Tweet in G7:
[150] #academictwitter,#phdvoice [135] #academictwitter,#scholarships [130] year,gradually [130] gradually,coming [130] coming,end [130] end,scholarships [130] scholarships,apply [130] apply,increasing [130] increasing,find [130] find,list Top Word Pairs in Tweet in G8:
[280] #academictwitter,#sciencetwitter [229] please,retweet [229] retweet,people [229] people,never [229] never,believe [229] believe,happens [229] happens,daily [229] daily,reminder [229] reminder,drop [229] drop,class Top Word Pairs in Tweet in G9:
[154] next,game [154] game,qualitative [154] qualitative,researchers [154] researchers,submit [154] submit,revisions [154] revisions,satisfy [154] satisfy,quantitative [154] quantitative,reviewer [154] reviewer,criticised [154] criticised,sample Top Word Pairs in Tweet in G10:
[127] #academictwitter,#academicchatter [119] legit,reliable [100] 602,732 [100] 732,7647 [83] essay_help2,602 [78] #academicchatter,#academictwitter [77] top,notch [77] quality,work [75] notch,quality [74] always,deliver Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: