The graph represents a network of 11,459 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, 14 February 2023 at 15:51 UTC.
The tweets in the network were tweeted over the 9-day, 11-hour, 58-minute period from Sunday, 05 February 2023 at 02:50 UTC to Tuesday, 14 February 2023 at 14:49 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 : 11459
Unique Edges : 17409
Edges With Duplicates : 8550
Total Edges : 25959
Number of Edge Types : 5
Retweet : 12004
MentionsInRetweet : 7673
Mentions : 3164
Tweet : 2948
Replies to : 170
Self-Loops : 3117
Reciprocated Vertex Pair Ratio : 0.0258816837315131
Reciprocated Edge Ratio : 0.0504574438591627
Connected Components : 1432
Single-Vertex Connected Components : 779
Maximum Vertices in a Connected Component : 8053
Maximum Edges in a Connected Component : 20999
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.075063
Graph Density : 0.000137360103475761
Modularity : 0.618948
NodeXL Version : 1.0.1.510
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=289441
Data Import : The graph represents a network of 11,459 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, 14 February 2023 at 15:51 UTC.
The tweets in the network were tweeted over the 9-day, 11-hour, 58-minute period from Sunday, 05 February 2023 at 02:50 UTC to Tuesday, 14 February 2023 at 14:49 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:
[2450] #research,#researcher [2234] #academictwitter,#academia [1738] #phdlife,#phdchat [1714] #researcher,#academictwitter [1670] #phd,#phdlife [1589] #academia,#phd [1421] #academia,#academictwitter [1391] #academictwitter,#academicchatter [1118] #academicwriting,#academicpublishing [1118] #phdchat,#academicwriting Top Word Pairs in Tweet in G1:
[838] #academictwitter,#academia [827] #research,#researcher [649] #phdlife,#phdchat [596] #researcher,#academictwitter [581] #phd,#phdlife [556] #academia,#phd [465] #academia,#academictwitter [447] #phdchat,#academicwriting [447] #academicwriting,#academicpublishing [387] #phdchat,#phdlife Top Word Pairs in Tweet in G2:
[1507] #research,#researcher [1151] #academictwitter,#academia [1037] #researcher,#academictwitter [966] #academia,#phd [893] #phdlife,#phdchat [812] #phd,#phdlife [785] #academia,#academictwitter [624] #academicwriting,#academicpublishing [624] #phdchat,#academicwriting [580] #phdchat,#phdlife Top Word Pairs in Tweet in G3:
[97] #academictwitter,#academicchatter [59] #academicchatter,#academictwitter [27] #math,#chem [27] #academictwitter,#phdlife [25] #academictwitter,#academia [24] #academictwitter,#phdchat [22] #phdlife,#academictwitter [20] #book,review [20] #english,#academictwitter [20] #econometrics,#math Top Word Pairs in Tweet in G4:
[674] #research,#science [653] #science,#academictwitter [630] #scicomm,#news [620] #news,#technology [605] #technology,#tech [553] #tech,#newsbreak [522] #trending,#research [522] #newsbreak,#trending [415] #meded,#medtwitter [291] sciencemagazine,#scicomm Top Word Pairs in Tweet in G5:
[93] #academictwitter,#academicchatter [53] #academicchatter,#academictwitter [51] united,states [51] #academictwitter,#student [50] #news,#academictwitter [50] #um,#malta [50] #student,#newspoint [50] #maltauniversity,#news [50] #malta,#university [50] #university,#maltauniversity Top Word Pairs in Tweet in G6:
[277] cartoon,newscientist [277] disappointment,science [277] newscientist,#academictwitter [277] science,cartoon [35] today's,#researchtip [34] #academicchatter,#academictwitter [29] #academictwitter,#highered [29] #science,#academictwitter [28] valentines,#science [28] research,valentines Top Word Pairs in Tweet in G7:
[249] fools,askclass [249] helps,#professor [249] wise,fools [249] #professor,#academictwitter [249] teaching,wise [249] askclass,helps [249] #academictwitter,#teaching Top Word Pairs in Tweet in G8:
[96] #openscience,#academictwitter [83] academic,systems [64] hinder,progress [64] quality,short [64] #academictwitter,#ichbinhanna [64] progress,rigor [64] selection,procedures [64] argue,overhaul [64] publication,argue [64] improve,research Top Word Pairs in Tweet in G9:
[184] #academictwitter,#academicchatter [176] #phd,#phdlife [171] #phdforum,#academictwitter [171] #phdmemes,#phdchat [171] #academia,#research [171] #phdchat,#phdforum [171] #phdlife,#phdmemes [169] #academicchatter,#academia [165] #research,#phdvoice [164] instagram,#phd Top Word Pairs in Tweet in G10:
[73] hopkins,mit [73] like,set [73] exposed,gender [73] sabatini,deeply [73] believes,wrong [73] female,faculty [73] suspects,sabatini [73] problem,ackman [73] mit,exposed [73] nancy,hopkins Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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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: