The graph represents a network of 12,071 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 Thursday, 05 January 2023 at 14:05 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 54-minute period from Wednesday, 28 December 2022 at 17:24 UTC to Thursday, 05 January 2023 at 12:18 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 : 12071
Unique Edges : 17035
Edges With Duplicates : 10247
Total Edges : 27282
Number of Edge Types : 5
Retweet : 14953
Tweet : 2583
MentionsInRetweet : 7258
Mentions : 2384
Replies to : 104
Self-Loops : 2718
Reciprocated Vertex Pair Ratio : 0.0127765486725664
Reciprocated Edge Ratio : 0.0252307356233958
Connected Components : 1275
Single-Vertex Connected Components : 773
Maximum Vertices in a Connected Component : 9351
Maximum Edges in a Connected Component : 23103
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.948048
Graph Density : 0.000125678660304329
Modularity : 0.565668
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 12,071 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 Thursday, 05 January 2023 at 14:05 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 54-minute period from Wednesday, 28 December 2022 at 17:24 UTC to Thursday, 05 January 2023 at 12:18 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:
[5892] #research,#researcher [4813] #academia,#academictwitter [4518] #researcher,#academia [3175] #academictwitter,#phd [2144] #academia,#phd [2050] #academictwitter,#academicchatter [1970] #academictwitter,#academia [1749] #phd,#phdlife [1680] #researcher,#academictwitter [1328] assistance,service Top Word Pairs in Tweet in G1:
[3537] #research,#researcher [2834] #academia,#academictwitter [2724] #researcher,#academia [1855] #academictwitter,#phd [990] #researcher,#academictwitter [971] #academictwitter,#academia [877] #academia,#phd [616] #phdvoice,#phdchat [609] research,proposal [580] #phd,#phdlife Top Word Pairs in Tweet in G2:
[1266] #research,#researcher [999] #academia,#academictwitter [925] #researcher,#academia [713] #academictwitter,#phd [646] #academictwitter,#academia [457] #academia,#phd [395] #researcher,#academictwitter [385] phdvoice,phd_genie [366] #academictwitter,#academicchatter [365] #phd,#phdlife Top Word Pairs in Tweet in G3:
[841] #meded,#medtwitter [633] #sciencetwitter,#academictwitter [569] #scicomm,#academictwitter [485] #medtwitter,#scicomm [378] #meded2022,#medtwitter [352] view,orbital [352] great,view [352] ogdukeneurosurg,#sciencetwitter [352] #scicomm,#anatomy [352] structure,ogdukeneurosurg Top Word Pairs in Tweet in G4:
[1108] assistance,service [1108] phd,assistance [802] #research,#researcher [709] #academia,#phd [692] #academia,#academictwitter [639] #researcher,#academia [538] #academictwitter,#academicchatter [480] service,#phdlife [420] #academictwitter,#phd [405] #phd,#phdlife Top Word Pairs in Tweet in G5:
[177] #math,#chem [173] #econometrics,#math [168] #biology,#essay [168] #history,#econometrics [168] #chem,#biology [166] #physics,#history [158] #chemistry,#physics [157] help,#book [152] struggle,help [135] #academictwitter,#academicchatter Top Word Pairs in Tweet in G6:
[308] openacademics,thephdplace [298] thephdplace,#academictwitter [296] #academictwitter,#scicomm [289] research,tools [282] shared,2022 [282] tools,shared [282] academic,research [282] 2022,compilation [282] compilation,openacademics [222] #econometrics,#math Top Word Pairs in Tweet in G7:
[285] questions,recommend [285] writing,coach [285] well,written [285] collaborators,thread [285] before,start [285] article,time [285] academic,writing [285] good,terms [285] recommend,agree [285] stay,good Top Word Pairs in Tweet in G8:
[304] #phd,#phdlife [297] #academictwitter,#academicchatter [295] #academicchatter,#academia [290] #phdchat,#phdforum [290] #phdmemes,#phdchat [290] #phdforum,#academictwitter [290] #academia,#research [290] #phdlife,#phdmemes [287] instagram,#phd [281] follow,memingphd Top Word Pairs in Tweet in G9:
[132] always,flock [132] another,publication [132] phds,ecrs [132] people,qrjcardiff [132] outsiderness,insider [132] celebrating,another [132] critical,reflexivity [132] reflexivity,outsiderness [132] together,critical [132] publication,birds Top Word Pairs in Tweet in G10:
[68] #phdchat,#academictwitter [66] started,re [66] type,research [66] matches,research [66] re,nih [66] see,institute [66] center,matches [66] funding,space [66] matchmaker,tool [66] q1rlo7vam1,#phdchat Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: