The graph represents a network of 15,193 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, 20 January 2022 at 18:27 UTC.
The tweets in the network were tweeted over the 6-day, 7-hour, 42-minute period from Friday, 14 January 2022 at 09:30 UTC to Thursday, 20 January 2022 at 17:12 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 : 15193
Unique Edges : 27687
Edges With Duplicates : 7832
Total Edges : 35519
Number of Edge Types : 5
Retweet : 13163
Tweet : 3458
Mentions : 4087
MentionsInRetweet : 14464
Replies to : 347
Self-Loops : 3641
Reciprocated Vertex Pair Ratio : 0.0210976689288876
Reciprocated Edge Ratio : 0.0413235081635602
Connected Components : 2131
Single-Vertex Connected Components : 1305
Maximum Vertices in a Connected Component : 10309
Maximum Edges in a Connected Component : 28763
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.090421
Graph Density : 0.000119941741691344
Modularity : 0.650404
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 15,193 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, 20 January 2022 at 18:27 UTC.
The tweets in the network were tweeted over the 6-day, 7-hour, 42-minute period from Friday, 14 January 2022 at 09:30 UTC to Thursday, 20 January 2022 at 17:12 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:
[3028] #academictwitter,#academicchatter [2413] #academictwitter,#phdlife [2086] #phdlife,phdvoice [1761] #publications,#academictwitter [1756] struggling,phd [1756] phd,resist [1756] resist,sharing [1756] sharing,#science [1756] #science,#publications [873] #phdchat,#academictwitter Top Word Pairs in Tweet in G1:
[626] academicchatter,#academictwitter [595] openacademics,academicchatter [434] #academictwitter,#academicchatter [342] #academictwitter,openacademics [319] right,#academictwitter [315] sounds,right [314] #academictwitter,#phdlife [312] openacademics,phdvoice [288] #phdchat,#phdlife [284] academicchatter,openacademics Top Word Pairs in Tweet in G2:
[1961] #academictwitter,#phdlife [1939] #phdlife,phdvoice [1653] #publications,#academictwitter [1648] struggling,phd [1648] phd,resist [1648] resist,sharing [1648] sharing,#science [1648] #science,#publications [282] doubt,return [282] return,rlmcelreath Top Word Pairs in Tweet in G3:
[212] #academictwitter,#academicchatter [85] #academicchatter,#academictwitter [35] #phdchat,#academictwitter [31] #academictwitter,#phdchat [31] #phdlife,#academictwitter [29] #phdchat,#phdlife [22] #academictwitter,#phdlife [19] hey,#academictwitter [18] word,count [18] #sciencetwitter,#academictwitter Top Word Pairs in Tweet in G4:
[852] #academictwitter,#academicchatter [655] #scientist,#science [440] #academicchatter,#scientist [392] follow,podcast [346] #science,#sciencetwitter [343] mitosis,magical [343] magical,#fluorescencefriday [343] #fluorescencefriday,#phdchat [343] #phdchat,#microscopy [343] #microscopy,#academictwitter Top Word Pairs in Tweet in G5:
[300] #academictwitter,#academicchatter [210] phd,students [207] message,gender [207] gender,diverse [207] diverse,phd [207] students,start [207] start,publishing [207] publishing,feel [207] feel,obligated [207] obligated,publish Top Word Pairs in Tweet in G6:
[340] #phdchat,#academictwitter [262] phd,students [256] students,time [255] time,sit [255] sit,down [255] down,craft [255] craft,figure [255] figure,write [255] write,sentence [255] sentence,work Top Word Pairs in Tweet in G7:
[165] #phdchat,#academictwitter [153] interested,phd [153] phd,postdoc [153] postdoc,marine [153] marine,predators [153] predators,polar [153] polar,uk [153] uk,waters [153] waters,talk [153] talk,join Top Word Pairs in Tweet in G8:
[175] plans,japa [175] japa,couple [175] couple,updates [175] updates,share [175] share,tag [175] tag,helpful [175] helpful,hosting [175] hosting,space [175] space,sunday [175] sunday,night Top Word Pairs in Tweet in G9:
[199] bhagavad,gita [199] gita,famous [199] famous,hindu [199] hindu,epic [199] epic,poem [199] poem,written [199] written,thousands [199] thousands,features [199] features,timeless [199] timeless,wisdom Top Word Pairs in Tweet in G10:
[104] #academictwitter,#academicchatter [91] #academicchatter,#soctwitter [75] consider,participating [75] participating,important [75] important,study [75] study,black [75] black,women [75] women,body [75] body,image [75] image,#blackfemsoc Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: