The graph represents a network of 13,475 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, 11 July 2022 at 15:21 UTC.
The tweets in the network were tweeted over the 6-day, 16-hour, 30-minute period from Monday, 04 July 2022 at 21:24 UTC to Monday, 11 July 2022 at 13:55 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 : 13475
Unique Edges : 25159
Edges With Duplicates : 11739
Total Edges : 36898
Number of Edge Types : 5
Retweet : 14621
Tweet : 2478
Mentions : 3640
MentionsInRetweet : 15249
Replies to : 910
Self-Loops : 2657
Reciprocated Vertex Pair Ratio : 0.0219322165952474
Reciprocated Edge Ratio : 0.0429230358708497
Connected Components : 1495
Single-Vertex Connected Components : 823
Maximum Vertices in a Connected Component : 9952
Maximum Edges in a Connected Component : 32280
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.175236
Graph Density : 0.000144484960108701
Modularity : 0.581151
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 13,475 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, 11 July 2022 at 15:21 UTC.
The tweets in the network were tweeted over the 6-day, 16-hour, 30-minute period from Monday, 04 July 2022 at 21:24 UTC to Monday, 11 July 2022 at 13:55 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:
[2857] #iotpl,#rstats [2846] #datascience,#academictwitter [2750] #futureofwork,#devops [2737] #rstats,#tech [2711] #devops,#bigdata [2679] #programming,#datascience [2610] #bigdata,#cybersecurity [2474] #ml,#iotpl [2463] #web3,#futureofwork [2456] #serverless,#ml Top Word Pairs in Tweet in G1:
[1158] openacademics,academicchatter [1066] #academictwitter,#academicchatter [993] academicchatter,#academictwitter [685] started,phd [658] openacademics,#academictwitter [531] #phdlife,#phdchat [519] phd_genie,thephdplace [485] thephdplace,phdvoice [466] phdvoice,masteracademia_ [461] academicchatter,momademia Top Word Pairs in Tweet in G2:
[1994] #academia,#academictwitter [1993] words,call [1993] call,academic [1993] academic,women [1993] women,words [1993] words,think [1993] think,innocuous [1993] innocuous,long [1993] long,history [1993] history,being Top Word Pairs in Tweet in G3:
[138] #academictwitter,#academicchatter [64] #academicchatter,#academictwitter [21] #phdlife,#academictwitter [19] #phdchat,#academictwitter [18] #academia,#academictwitter [18] #sciencetwitter,#academictwitter [17] #academictwitter,#phdlife [15] research,paper [14] #academictwitter,#phdchat [14] #medtwitter,#sciencetwitter Top Word Pairs in Tweet in G4:
[2856] #iotpl,#rstats [2838] #datascience,#academictwitter [2749] #futureofwork,#devops [2736] #rstats,#tech [2710] #devops,#bigdata [2677] #programming,#datascience [2609] #bigdata,#cybersecurity [2474] #ml,#iotpl [2462] #web3,#futureofwork [2456] #serverless,#ml Top Word Pairs in Tweet in G5:
[1272] transferable,skills [786] #altacchats,#academictwitter [485] told,important [485] important,transferable [485] skills,asked [485] asked,folks [485] folks,share [485] share,transferable [485] skills,academia [485] academia,useful Top Word Pairs in Tweet in G6:
[427] #academictwitter,#datascience [427] #datascience,#bioinformatics [426] project,#academictwitter [22] #teachertwitter,#academictwitter [21] 4th,grade [21] grade,washington [21] washington,#clearthelist [21] #clearthelist,wish [21] wish,list [21] list,basic Top Word Pairs in Tweet in G7:
[369] #academictwitter,#academicchatter [368] #phd,#phdlife [368] #phdlife,#phdmemes [368] #phdmemes,#phdchat [368] #phdchat,#phdforum [368] #phdforum,#academictwitter [368] #academicchatter,#academia [368] #academia,#research [16] honorary,degree [12] transferable,skills Top Word Pairs in Tweet in G8:
[372] #microscopya,officially [372] officially,launched [372] launched,science [372] science,game [372] game,exploring [372] exploring,beauty [372] beauty,molecular [372] molecular,world [372] world,cell [372] cell,game Top Word Pairs in Tweet in G9:
[206] students,postdocs [205] #phd,students [203] advice,#phd [203] postdocs,stay [203] stay,#academia [203] #academia,choose [203] choose,lab [203] lab,postdoc [203] postdoc,prepare [203] prepare,interview Top Word Pairs in Tweet in G10:
[169] stock,response [169] response,'invitations' [169] 'invitations',academic [169] academic,journals [169] journals,review [169] review,submissions [169] submissions,#academictwitter [169] #academictwitter,#academicwriting [169] #academicwriting,#academiccooperation [26] #academictwitter,#academicchatter Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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 G7:
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Top Tweeters in G10: