The graph represents a network of 12,678 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, 17 January 2023 at 12:59 UTC.
The tweets in the network were tweeted over the 9-day, 20-hour, 0-minute period from Saturday, 07 January 2023 at 16:00 UTC to Tuesday, 17 January 2023 at 12:00 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 : 12678
Unique Edges : 18877
Edges With Duplicates : 8892
Total Edges : 27769
Number of Edge Types : 5
Retweet : 13472
MentionsInRetweet : 7625
Tweet : 3701
Mentions : 2805
Replies to : 166
Self-Loops : 3977
Reciprocated Vertex Pair Ratio : 0.0253439153439153
Reciprocated Edge Ratio : 0.0494349553640539
Connected Components : 1687
Single-Vertex Connected Components : 1012
Maximum Vertices in a Connected Component : 9179
Maximum Edges in a Connected Component : 22994
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.116019
Graph Density : 0.000120576903020418
Modularity : 0.62679
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 12,678 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, 17 January 2023 at 12:59 UTC.
The tweets in the network were tweeted over the 9-day, 20-hour, 0-minute period from Saturday, 07 January 2023 at 16:00 UTC to Tuesday, 17 January 2023 at 12:00 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 : 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:
[3624] #phd,#phdlife [3473] #academictwitter,#academia [3155] #research,#researcher [3071] #phdlife,#phdchat [3011] #academia,#phd [2803] #researcher,#academictwitter [2773] #academicwriting,#academicpublishing [2772] #phdchat,#academicwriting [2150] #academictwitter,#academicchatter [1317] phd,assistance Top Word Pairs in Tweet in G1:
[2314] #phd,#phdlife [2152] #research,#researcher [2036] #academictwitter,#academia [1910] #academia,#phd [1891] #researcher,#academictwitter [1882] #phdlife,#phdchat [1857] #academicwriting,#academicpublishing [1857] #phdchat,#academicwriting [1036] phd,assistance [1036] assistance,service Top Word Pairs in Tweet in G2:
[966] #academictwitter,#academia [849] #academia,#phd [819] #phdlife,#phdchat [812] #phd,#phdlife [746] #research,#researcher [693] #researcher,#academictwitter [686] #phdchat,#academicwriting [686] #academicwriting,#academicpublishing [335] #academictwitter,#academicchatter [273] phdvoice,phd_genie Top Word Pairs in Tweet in G3:
[142] #academictwitter,#academicchatter [134] #math,#chem [125] #econometrics,#math [123] #book,review [120] #history,#econometrics [118] #chemistry,#physics [117] #physics,#history [116] #quiz,#exam [107] pay,#case [107] #case,study Top Word Pairs in Tweet in G4:
[336] #sciencetwitter,#academictwitter [328] vertical,mattress [328] #surgeon,#sciencetwitter [328] #surgery,#surgeon [328] #medtwitter,#surgery [328] mattress,sutures [326] #meded,#medtwitter [285] #meded2022,#medtwitter [252] innov_medicine,#meded2022 [227] sutures,innov_medicine Top Word Pairs in Tweet in G5:
[148] relatable,#academictwitter [87] #academicchatter,#academictwitter [85] openacademics,thephdplace [79] #academictwitter,#scicomm [79] thephdplace,#academictwitter [76] #academictwitter,#academicchatter [58] #phd,#phdlife [56] #research,#researcher [54] #phdlife,#phdchat [54] #academictwitter,#academia Top Word Pairs in Tweet in G6:
[315] #econometrics,#math [313] #book,review [306] #math,#chem [305] #history,#econometrics [300] #quiz,#exam [299] review,#assignment [295] #online,class [294] #physics,#history [293] #chemistry,#physics [290] #assignment,#chemistry Top Word Pairs in Tweet in G7:
[270] student,email [270] indicate,provide [270] instructors,official [270] support,class [270] share,support [270] official,notice [270] invite,student [270] confirm,ve [270] ve,received [270] quick,tip Top Word Pairs in Tweet in G8:
[196] abstracts,science [196] time,head [196] head,graphical [196] graphical,abstracts [196] articles,graphical [196] abstract,science [196] #graphicalsyllabus,#academictwitter [196] graphical,abstract [196] science,course [196] course,#graphicalsyllabus Top Word Pairs in Tweet in G9:
[102] #academictwitter,#academia [91] #phd,#academictwitter [79] #science,#research [59] #writingcommunity,#socent [57] #socent,#academictwitter [55] #academicchatter,#sciencetwitter [55] #phdlife,#phdchat [55] #health,#science [53] #research,#academictwitter [52] #academictwitter,#bioinformatics Top Word Pairs in Tweet in G10:
[124] surveillance,latino [124] #soctwitter,#newbooks [124] princetonupress,#soctwitter [124] means,long [124] long,term [124] examine,surveillance [124] preorder,engage [124] book,available [124] engage,evade [124] membership,princetonupress Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G10: