The graph represents a network of 12,051 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 Monday, 01 August 2022 at 14:48 UTC.
The tweets in the network were tweeted over the 7-day, 0-hour, 7-minute period from Monday, 25 July 2022 at 13:19 UTC to Monday, 01 August 2022 at 13:27 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 : 12051
Unique Edges : 23935
Edges With Duplicates : 12026
Total Edges : 35961
Number of Edge Types : 5
Retweet : 14410
MentionsInRetweet : 15086
Tweet : 2533
Mentions : 3497
Replies to : 435
Self-Loops : 2748
Reciprocated Vertex Pair Ratio : 0.0285551809577968
Reciprocated Edge Ratio : 0.0555248400600269
Connected Components : 701
Single-Vertex Connected Components : 348
Maximum Vertices in a Connected Component : 10419
Maximum Edges in a Connected Component : 33796
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.751222
Graph Density : 0.000174376465719172
Modularity : 0.546517
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279787
Data Import : The graph represents a network of 12,051 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 Monday, 01 August 2022 at 14:48 UTC.
The tweets in the network were tweeted over the 7-day, 0-hour, 7-minute period from Monday, 25 July 2022 at 13:19 UTC to Monday, 01 August 2022 at 13:27 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:
[2335] #academictwitter,#academicchatter [2152] academicchatter,#academictwitter [1948] openacademics,academicchatter [1623] #datascience,#academictwitter [1607] #iotpl,#rstats [1587] #devops,#bigdata [1574] #programming,#datascience [1574] #futureofwork,#devops [1550] #serverless,#ml [1549] #rstats,#tech Top Word Pairs in Tweet in G1:
[1695] academicchatter,#academictwitter [1608] openacademics,academicchatter [428] #academictwitter,#academicchatter [322] #academictwitter,academicchatter [277] #phd,#phdlife [276] #academicchatter,#academia [275] #phdlife,#phdmemes [275] #phdmemes,#phdchat [275] #phdchat,#phdforum [275] #phdforum,#academictwitter Top Word Pairs in Tweet in G2:
[568] #academictwitter,#academicchatter [193] #academicchatter,#academictwitter [116] #phdchat,#academictwitter [92] reaction,paper [82] lf,clients [79] academic,commissions [79] budget,friendly [76] #phdlife,#academictwitter [76] accepting,academic [70] #academictwitter,#phdlife Top Word Pairs in Tweet in G3:
[499] #academictwitter,#academicchatter [283] academicchatter,#academictwitter [279] #academicchatter,#academictwitter [242] openacademics,academicchatter [191] #academicchatter,#phdchat [190] phdvoice,#academictwitter [180] phdvoice,phd_genie [171] #academictwitter,#phd [155] #phdlife,#phdvoice [145] academicchatter,phdvoice Top Word Pairs in Tweet in G4:
[1173] #phd,#phdlife [1173] #phdlife,#academictwitter [1074] prajab,pns [1070] phd,berat [1070] berat,tergantung [1070] tergantung,saya [1070] saya,publish [1070] publish,paper [1070] paper,dan [1070] dan,masih Top Word Pairs in Tweet in G5:
[293] reminder,design [293] design,#syllabi [293] #syllabi,sickness [293] sickness,absence [293] absence,grief [293] grief,slowness [293] slowness,decompression [293] decompression,humanity [293] humanity,ve [293] ve,better Top Word Pairs in Tweet in G6:
[339] tyrannosaurus,rex [339] rex,true [339] true,king [339] king,cretaceous [339] cretaceous,paper [339] paper,reviews [339] reviews,evidence [339] evidence,#paleontology [339] #paleontology,#dinosaur [339] #dinosaur,#fossil Top Word Pairs in Tweet in G7:
[58] #academictwitter,#academicchatter [22] #academicchatter,#academictwitter [14] #academictwitter,#academia [8] #phdchat,#academictwitter [8] #sciencetwitter,#academictwitter [8] #studytwt,#academictwitter [8] #academictwitter,#acadcommission [8] #acadcommission,#acadscommission [8] #acadscommission,#academiccommissionph [8] #academiccommissionph,#fabm Top Word Pairs in Tweet in G8:
[1577] #iotpl,#rstats [1571] #datascience,#academictwitter [1559] #devops,#bigdata [1546] #futureofwork,#devops [1542] #programming,#datascience [1521] #rstats,#tech [1519] #serverless,#ml [1497] #bigdata,#cybersecurity [1494] #ml,#iotpl [1490] #web3,#futureofwork Top Word Pairs in Tweet in G9:
[156] job,ad [156] ad,alert [156] alert,american [156] american,university [156] university,hiring [156] hiring,assistant [156] assistant,professor [156] professor,women [156] women,gender [156] gender,sexuality Top Word Pairs in Tweet in G10:
[152] #bioinformatics,#datascience [150] #academictwitter,#phd [150] #phd,#bioinformatics [150] #datascience,#biology [150] #methodology,#journals [150] #journals,#openaccess [138] #neuroscience,#phdchat [138] #phdchat,#postdoc [138] #postdoc,#methodology [105] #phdlife,#research Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: