The graph represents a network of 2,866 Twitter users whose recent tweets contained "#ScienceTwitter", 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 17:34 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 37-minute period from Monday, 21 November 2022 at 22:32 UTC to Wednesday, 30 November 2022 at 17:10 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 : 2866
Unique Edges : 3623
Edges With Duplicates : 1236
Total Edges : 4859
Number of Edge Types : 5
Retweet : 2368
MentionsInRetweet : 1119
Mentions : 542
Tweet : 741
Replies to : 89
Self-Loops : 802
Reciprocated Vertex Pair Ratio : 0.015357867284845
Reciprocated Edge Ratio : 0.0302511415525114
Connected Components : 529
Single-Vertex Connected Components : 264
Maximum Vertices in a Connected Component : 1349
Maximum Edges in a Connected Component : 2606
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.172169
Graph Density : 0.000426739933431493
Modularity : 0.704628
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285180
Data Import : The graph represents a network of 2,866 Twitter users whose recent tweets contained "#ScienceTwitter", 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 17:34 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 37-minute period from Monday, 21 November 2022 at 22:32 UTC to Wednesday, 30 November 2022 at 17:10 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 : #ScienceTwitter
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:
[827] #meded,#medtwitter [671] works,#meded [600] #scicomm,#academictwitter [509] #sciencetwitter,#scicomm [409] #academictwitter,#health [336] #health,#healthcare [323] #healthy,#healthyliving [323] #medtwitter,#ear [323] #ear,#anatomy [323] #healthcare,#healthy Top Word Pairs in Tweet in G1:
[634] #meded,#medtwitter [613] works,#meded [415] #scicomm,#academictwitter [306] #sciencetwitter,#scicomm [288] #academictwitter,#health [287] ear,works [287] #anatomy,#sciencetwitter [287] #healthcare,#healthy [287] #ear,#anatomy [287] #health,#healthcare Top Word Pairs in Tweet in G2:
[37] #science,#sciencetwitter [18] #sciencetwitter,#science [8] #education,#educationforall [7] #cartoon,#cartoons [7] #cartoons,#comicart [7] #naturephotography,#animal [7] #academictwitter,#sciencetwitter [7] #naturelovers,#nature [7] #nature,#education [7] #animal,#naturelovers Top Word Pairs in Tweet in G3:
[233] #academicchatter,#sciencetwitter [126] #genomics,#bioinformatics [90] #openaccess,#womeninscience [86] #100daysofcode,#datascience [86] #womeninstem,#openaccess [86] #womeninscience,#womenwhocode [79] #womenwhocode,#100daysofcode [78] #scicomm,#academicchatter [78] #womenwhocode,#bigdata [76] #sciencetwitter,#scicomm Top Word Pairs in Tweet in G4:
[112] #sciencetwitter,#scicomm [104] #academictwitter,#health [101] #meded2022,#medtwitter [79] #academia,#academictwitter [79] #scicomm,#academia [77] #medtwitter,#surgery [77] #healthcare,#medical [77] #surgery,#sciencetwitter [71] forearm,transplantation [71] transplantation,#meded2022 Top Word Pairs in Tweet in G5:
[77] #meded,#medtwitter [70] #sciencetwitter,#medstudenttwitter [69] #scicomm,#academictwitter [68] #medtwitter,#scicomm [64] #biology,#sciencetwitter [64] lactic,acid [64] acid,muscle [64] drmiketodorovic,#meded [64] soreness,drmiketodorovic [64] muscle,soreness Top Word Pairs in Tweet in G6:
[58] humanity's,best [58] genius,#scientists [58] laboratories,#technologies [58] best,minds [58] #military,sector [58] closed,laboratories [58] forum,#sciencetwitter [58] #survivalinunity,forum [58] #scientists,closed [58] #creativesociety,#survivalinunity Top Word Pairs in Tweet in G7:
[94] died,suddenly [47] suddenly,film [47] twitter,account [47] unfounded,depopulation [47] claims,#covid19 [47] vaccines,died [47] film,pushes [47] #covid19,vaccines [47] genocide,claims [47] pushing,#diedsuddenly Top Word Pairs in Tweet in G8:
[39] #sciencetwitter,#academicchatter [36] áreas,biología [36] plaza,de [36] investigador,asociado [36] biología,celular [36] tc,en [36] de,sistemas [36] genética,molecular [36] las,siguientes [36] estructural,de Top Word Pairs in Tweet in G9:
[17] mammalogy,veronarindra [17] da,paixão [17] ingrid,beatriz [17] pleased,announce [17] mammalogists,black [17] announce,recipients [17] blkmammalogists,mammalogists [17] recipients,blkmammalogists [17] ramananjato,ingrid [17] indigenous,scholars Top Word Pairs in Tweet in G10:
[41] beetle,staphylinidae [41] stuff,laboulbeniales [41] staphylinidae,stuff [41] worm,#sciencetwitter [41] told,resting [41] rove,beetle [41] #sciencetwitter,think [41] stage,worm [41] resting,stage [41] laboulbeniales,told Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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 G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: