The graph represents a network of 11,383 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 Tuesday, 07 March 2023 at 14:18 UTC.
The tweets in the network were tweeted over the 9-day, 23-hour, 59-minute period from Saturday, 25 February 2023 at 13:14 UTC to Tuesday, 07 March 2023 at 13:13 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 : 11383
Unique Edges : 16884
Edges With Duplicates : 8051
Total Edges : 24935
Number of Edge Types : 5
Retweet : 12036
MentionsInRetweet : 6840
Mentions : 3008
Tweet : 2787
Replies to : 264
Self-Loops : 3013
Reciprocated Vertex Pair Ratio : 0.0236013986013986
Reciprocated Edge Ratio : 0.0461144321093083
Connected Components : 1341
Single-Vertex Connected Components : 725
Maximum Vertices in a Connected Component : 8372
Maximum Edges in a Connected Component : 20724
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.151229
Graph Density : 0.000135572884700622
Modularity : 0.6436
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 11,383 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 Tuesday, 07 March 2023 at 14:18 UTC.
The tweets in the network were tweeted over the 9-day, 23-hour, 59-minute period from Saturday, 25 February 2023 at 13:14 UTC to Tuesday, 07 March 2023 at 13:13 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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3329] #academia,#academictwitter [2323] #research,#academia [2276] #phdlife,#phdchat [1906] #phd,#phdlife [1882] #academictwitter,#phd [1474] #academictwitter,#academicchatter [1174] #womeninstem,#academictwitter [1167] #academictwitter,#nativetwitter [1164] #nativetwitter,#woc [1163] #woc,#professor Top Word Pairs in Tweet in G1:
[2883] #academia,#academictwitter [1961] #research,#academia [1625] #academictwitter,#phd [1438] #phd,#phdlife [1397] #phdlife,#phdchat [827] #research,#researcher [672] #phdchat,#phdlife [665] research,paper [663] #researcher,#academia [611] paper,#research Top Word Pairs in Tweet in G2:
[331] #academictwitter,#academicchatter [280] #academia,#academictwitter [279] #phdlife,#phdchat [253] #research,#academia [241] phdvoice,phd_genie [218] #academictwitter,#academia [212] #academia,#research [200] #epitwitter,#medtwitter [197] #phd,#phdlife [197] #academictwitter,#epitwitter Top Word Pairs in Tweet in G3:
[1154] #academictwitter,#nativetwitter [1151] #nativetwitter,#woc [1150] #woc,#professor [1150] #womeninstem,#academictwitter [1126] ancestors,relatives [1126] relatives,peoples [1125] joyful,indigenous [1125] chemistry,org [1125] physics,chemistry [1125] native,girl Top Word Pairs in Tweet in G4:
[113] #academictwitter,#academicchatter [75] #academicchatter,#academictwitter [45] #math,#chem [32] #assignment,#chemistry [32] #physics,#history [32] #chemistry,#physics [31] review,#assignment [31] #book,review [31] #history,#econometrics [27] #quiz,#exam Top Word Pairs in Tweet in G5:
[176] #datascience,#academictwitter [174] #machinelearning,#serverless [174] #academictwitter,#machinelearning [172] #programming,#datascience [172] #devops,#bigdata [168] #codenewbie,#womenwhocode [164] #womenwhocode,#programming [157] #math,#chem [154] #futureofwork,#devops [154] #100daysofcode,#codenewbie Top Word Pairs in Tweet in G6:
[493] #phdlife,#phdchat [484] #phdvoice,#academictwitter [468] #academicchatter,#phdvoice [461] #xp,#academicchatter [458] #phdchat,#xp [186] #phd,#phdlife [170] #academictwitter,#academicchatter [166] #academia,#research [165] #phdforum,#academictwitter [165] #phdlife,#phdmemes Top Word Pairs in Tweet in G7:
[138] #academicchatter,#academictwitter [63] #altac,#academicchatter [63] #adjunct,#postdoc [62] #academictwitter,#phdchat [60] #academictwitter,#highered [59] #postdoc,#hiring [51] #academictwitter,#gradschool [47] mar,2023 [44] #phdchat,#leavingacademia [44] #leavingacademia,#adjunct Top Word Pairs in Tweet in G8:
[78] support,#academictwitter [76] funded,fall [76] fall,2023 [76] ugochukwucfr,aaronakpuphilip [76] phd,program [76] aaronakpuphilip,samdgreat01 [76] #academictwitter,ugochukwucfr [76] program,funded [76] accepted,phd [76] 2023,support Top Word Pairs in Tweet in G9:
[80] #academictwitter,#academicchatter [62] #scholcomm,#academictwitter [59] website,believe [59] trying,mislead [59] believe,trying [59] community,#scholcomm [59] community,website [59] mislead,community [59] warning,community [28] csdisseminate,#academictwitter Top Word Pairs in Tweet in G10:
[104] #medtwitter,#scicomm [98] #sciencetwitter,#academictwitter [90] #meded,#medtwitter [83] #academictwitter,#meded [80] #scicomm,#anatomy [80] structure,ogdukeneurosurg [80] view,orbital [80] great,view [80] ogdukeneurosurg,#sciencetwitter [80] orbital,structure Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: