The graph represents a network of 42,328 Twitter users whose recent tweets contained "#AcademicTwitter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 100,000 tweets, tweeted between 9/28/2022 12:00:01 AM and 10/27/2022 6:37:19 PM. The network was obtained from Twitter on Thursday, 27 October 2022 at 18:00 UTC.
The tweets in the network were tweeted over the 2773-day, 7-hour, 15-minute period from Wednesday, 25 March 2015 at 09:20 UTC to Thursday, 27 October 2022 at 16:36 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 42328
Unique Edges : 32497
Edges With Duplicates : 153737
Total Edges : 186234
Number of Edge Types : 9
Retweet : 61094
MentionsInRetweet : 90190
Replies to : 1968
MentionsInReplyTo : 3013
Quote : 2406
Tweet : 11725
Mentions : 12859
MentionsInQuote : 2570
MentionsInQuoteReply : 409
Self-Loops : 17462
Reciprocated Vertex Pair Ratio : 0.0314188010328704
Reciprocated Edge Ratio : 0.0609234599978348
Connected Components : 1788
Single-Vertex Connected Components : 1034
Maximum Vertices in a Connected Component : 38719
Maximum Edges in a Connected Component : 180418
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.060886
Graph Density : 4.12454165377831E-05
Modularity : 0.338445
NodeXL Version : 1.0.1.507
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=283239
Data Import : The graph represents a network of 42,328 Twitter users whose recent tweets contained "#AcademicTwitter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 100,000 tweets, tweeted between 9/28/2022 12:00:01 AM and 10/27/2022 6:37:19 PM. The network was obtained from Twitter on Thursday, 27 October 2022 at 18:00 UTC.
The tweets in the network were tweeted over the 2773-day, 7-hour, 15-minute period from Wednesday, 25 March 2015 at 09:20 UTC to Thursday, 27 October 2022 at 16:36 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[7645] #programming,#datascience [6832] #datascience,#academictwitter [5627] #womenwhocode,#programming [5467] #100daysofcode,#codenewbie [5341] #codenewbie,#womenwhocode [3686] #academictwitter,#machinelearning [3391] #academictwitter,#academicchatter [2680] academicchatter,#academictwitter [2644] openacademics,academicchatter [2493] #academicchatter,#academictwitter Top Word Pairs in Tweet in G1:
[2139] openacademics,academicchatter [2029] academicchatter,#academictwitter [1500] research,students [1167] #academicchatter,#academictwitter [1134] #academictwitter,#phdchat [1057] openacademics,thephdplace [1045] students,openacademics [1041] resources,research [1040] thephdplace,#academicchatter [1040] tools,resources Top Word Pairs in Tweet in G2:
[836] #meded,#medtwitter [807] isciverse,#chemistry [798] phdvoice,phd_genie [774] j_a_c_s,isciverse [707] #tipsfornewdocs,#meded [685] #academictwitter,phdvoice [656] #chemistry,#chemtwitter [648] #medtwitter,#medicine [640] #medicine,#medical [640] #medical,#medicare Top Word Pairs in Tweet in G3:
[7632] #programming,#datascience [6811] #datascience,#academictwitter [5621] #womenwhocode,#programming [5463] #100daysofcode,#codenewbie [5336] #codenewbie,#womenwhocode [3675] #academictwitter,#machinelearning [1987] #100daysofcode,#programming [1896] #machinelearning,#serverless [1730] #serverless,#ml [1559] #book,review Top Word Pairs in Tweet in G4:
[199] faculty,position [179] assistant,professor [156] phd,student [146] fall,2023 [131] spread,word [122] positions,open [122] faculty,positions [118] hey,#academictwitter [118] open,planning [118] #academictwitter,dukebiology Top Word Pairs in Tweet in G5:
[552] bit,promoted [552] irish,academia [552] noise,glass [552] glass,ceiling [552] promoted,prof [552] cracked,bit [552] hear,noise [552] academia,cracked [552] ceiling,irish [551] dublin_kshankar,hear Top Word Pairs in Tweet in G6:
[297] isasaxonists,hey [283] academia,chapter [283] wrote,abt [283] abt,leaving [283] 'traditional',academia [283] leaving,'traditional' [283] interested,wrote [283] hey,interested [282] chapter,fo [147] walterdgreason,danianjerry Top Word Pairs in Tweet in G7:
[151] #academictwitter,#academicchatter [115] #case,study [115] struggle,help [115] #chemistry,#physics [114] #econometrics,#math [112] #assignment,#chemistry [111] #book,review [110] #physics,#history [107] help,#book [106] review,#assignment Top Word Pairs in Tweet in G8:
[1093] #phd,#phdlife [1091] #phdlife,#phdmemes [1087] #phdmemes,#phdchat [1086] #phdchat,#phdforum [1084] #phdforum,#academictwitter [998] follow,instagram [998] instagram,#phd [962] memingphd,follow [854] #academictwitter,#academicchatte [133] #academictwitter,#academicchatter Top Word Pairs in Tweet in G9:
[81] #academictwitter,#academicchatter [34] #academicchatter,#academictwitter [24] research,impact [23] home,campus [22] jocattlin,wadekelly [22] #fellowship,application [22] season,wonderful [22] application,season [22] midst,#fellowship [22] #phd,#ecr Top Word Pairs in Tweet in G10:
[154] academic,writing [152] writing,coach [151] common,mistakes [150] researchers,write [149] mistakes,researchers [149] coach,common [148] scientistswrite,academic [148] write,discuss [110] people,twitter [109] trying,build Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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