The graph represents a network of 12,713 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, 30 November 2022 at 18:27 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 51-minute period from Wednesday, 23 November 2022 at 18:31 UTC to Wednesday, 30 November 2022 at 17:23 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 : 12713
Unique Edges : 18282
Edges With Duplicates : 9775
Total Edges : 28057
Number of Edge Types : 5
Tweet : 2227
Retweet : 15084
MentionsInRetweet : 7971
Mentions : 2483
Replies to : 292
Self-Loops : 2387
Reciprocated Vertex Pair Ratio : 0.0165370658372214
Reciprocated Edge Ratio : 0.0325360803712581
Connected Components : 1332
Single-Vertex Connected Components : 674
Maximum Vertices in a Connected Component : 9369
Maximum Edges in a Connected Component : 23187
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.112911
Graph Density : 0.000121337073288162
Modularity : 0.606054
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 12,713 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, 30 November 2022 at 18:27 UTC.
The tweets in the network were tweeted over the 6-day, 22-hour, 51-minute period from Wednesday, 23 November 2022 at 18:31 UTC to Wednesday, 30 November 2022 at 17:23 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:
[3740] #research,#researcher [3375] #academictwitter,#academicchatter [3228] #researcher,#academictwitter [2350] #academia,#academictwitter [1694] #research,#academia [1415] #academictwitter,#academia [1368] #meded,#medtwitter [1216] #phdlife,#phdchat [1197] #scicomm,#academictwitter [1175] #phd,#research Top Word Pairs in Tweet in G1:
[2624] #researcher,#academictwitter [2590] #research,#researcher [1667] #academia,#academictwitter [1418] #research,#academia [1113] #academictwitter,#academia [968] #phdlife,#phdchat [936] #phd,#research [760] #research,#academictwitter [748] #academictwitter,#academicchatter [655] #academictwitter,#phdlife Top Word Pairs in Tweet in G2:
[1042] #research,#researcher [931] #academictwitter,#academicchatter [696] phdvoice,phd_genie [623] write,scientific [596] phd_genie,phdfriendsana [566] yourphdpal,#academictwitter [554] phdfriendsana,yourphdpal [553] #academicchatter,#research [528] slides,andrew [528] scientific,paper Top Word Pairs in Tweet in G3:
[1296] #meded,#medtwitter [1045] #scicomm,#academictwitter [543] works,#meded [514] #medtwitter,#scicomm [349] #medtwitter,#academictwitter [348] #science,#biology [327] #academictwitter,#scicomm [316] #academictwitter,#biology [291] #scicomm,#science [287] #academictwitter,#health Top Word Pairs in Tweet in G4:
[132] #academictwitter,#academicchatter [51] #academicchatter,#academictwitter [40] #math,#chem [39] review,#assignment [39] help,#book [39] #essay,#english [39] #biology,#essay [39] #book,review [39] struggle,help [39] #econometrics,#math Top Word Pairs in Tweet in G5:
[366] #academictwitter,#academicchatter [362] complaint,#academictwitter [362] single,word [362] hear,single [362] word,complaint [362] dearest,students [362] students,hear [8] #witchcraft,share [8] #academictwitter,witch [8] witch,folk Top Word Pairs in Tweet in G6:
[300] #academictwitter,#academicchatter [10] #academicchatter,#academictwitter [10] #academictwitter,#altacchats [7] #academia,#academictwitter [7] #academicchatter,#academia [6] #phdchat,#phdforum [6] #phdmemes,#phdchat [6] instagram,#phd [6] #phdforum,#academictwitter [6] #researcher,#academictwitter Top Word Pairs in Tweet in G7:
[331] #academictwitter,#academicchatter [314] #phd,#phdlife [312] #academicchatter,#academia [312] #phdlife,#phdmemes [311] #phdchat,#phdforum [311] #phdmemes,#phdchat [311] #phdforum,#academictwitter [311] #academia,#research [300] instagram,#phd [289] #research,#phdvoice Top Word Pairs in Tweet in G8:
[161] #acwri,#academictwitter [160] literature,field [158] thread,10 [158] hey,trying [158] tip,#acwri [158] figure,keep [158] keep,literature [158] doomscrolling,twitter [158] tech,tip [158] field,doomscrolling Top Word Pairs in Tweet in G9:
[96] #bioinformatics,#neuroscience [87] #neuroscience,#phdchat [82] #postdoc,#bioinformatics [82] #academictwitter,#postdoc [73] #phdchat,#datasicence [63] data,visualization [61] improve,visual [61] co,dz8okzyd7k [61] scientists,co [61] designed,improve Top Word Pairs in Tweet in G10:
[499] #programming,#datascience [495] #datascience,#academictwitter [489] #iotpl,#rstats [468] #academictwitter,#machinelearning [452] #devops,#bigdata [449] #machinelearning,#serverless [434] #serverless,#ml [423] #ml,#iotpl [404] #futureofwork,#devops [397] #nft,#web3 Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: