The graph represents a network of 4,879 Twitter users whose recent tweets contained "scicomm", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 23:53 UTC.
The tweets in the network were tweeted over the 2032-day, 10-hour, 36-minute period from Thursday, 22 June 2017 at 14:22 UTC to Sunday, 15 January 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4879
Unique Edges : 4475
Edges With Duplicates : 9758
Total Edges : 14233
Number of Edge Types : 9
Retweet : 3512
MentionsInRetweet : 6047
Replies to : 458
MentionsInReplyTo : 1236
Mentions : 1550
Quote : 213
MentionsInQuote : 415
Tweet : 773
MentionsInQuoteReply : 29
Self-Loops : 1376
Reciprocated Vertex Pair Ratio : 0.0534382767191384
Reciprocated Edge Ratio : 0.101454974439638
Connected Components : 483
Single-Vertex Connected Components : 123
Maximum Vertices in a Connected Component : 3003
Maximum Edges in a Connected Component : 10680
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.038915
Graph Density : 0.000320549423981635
Modularity : 0.501948
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,879 Twitter users whose recent tweets contained "scicomm", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 23:53 UTC.
The tweets in the network were tweeted over the 2032-day, 10-hour, 36-minute period from Thursday, 22 June 2017 at 14:22 UTC to Sunday, 15 January 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : scicomm
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[500] #meded,#medtwitter [343] #gitwitter,#gut [338] slava__bobrov,#meded [332] #gastroenterology,#scicomm [326] #gut,#gastroenterology [326] travels,slava__bobrov [326] #medtwitter,#gitwitter [326] food,travels [324] isciverse,food [147] #annecy_live,#robloxdev Top Word Pairs in Tweet in G1:
[470] #meded,#medtwitter [338] #gitwitter,#gut [332] slava__bobrov,#meded [326] #gastroenterology,#scicomm [322] #medtwitter,#gitwitter [322] #gut,#gastroenterology [322] food,travels [322] travels,slava__bobrov [320] isciverse,food [50] #ivf,#sperm Top Word Pairs in Tweet in G2:
[106] _atanas_,thread [105] abioticstress,review [43] #inpst,#scicomm [43] #gratitude,#inpst [37] review,ale_raza6 [26] #plantsci,#scicomm [25] #dhpsp,#medtwitterai [25] review,zhang [24] #dhpsp,#scicomm [24] ale_raza6,siddmalick Top Word Pairs in Tweet in G3:
[33] #academictwitter,#scicomm [28] openacademics,thephdplace [27] science,scientific [27] thephdplace,#academictwitter [27] scientific,writing [27] writing,openacademics [26] vnvrinda,science [24] #meded,#medtwitter [18] #science,#scicomm [16] #cardioed,#cardiology Top Word Pairs in Tweet in G4:
[39] scicomm_india,pibdst [37] dbtindia,rajesh_gokhale [35] nipgrsocial,dbtindia [31] rajesh_gokhale,ncbishtnipgr [31] ncbishtnipgr,scicomm_india [26] pibdst,congratulations [21] brainstorming,meeting [19] scicomm_india,biopatrika [19] science,communication [18] voicesofindacad,scicomm_india Top Word Pairs in Tweet in G5:
[21] science,communication [16] illustrated,over [16] create,free [16] past,few [16] weeks,planning [16] few,weeks [16] planning,using [16] using,create [16] over,past [16] beetles,illustrated Top Word Pairs in Tweet in G6:
[78] developmental,biology [78] love,drawing [78] epigenetics,developmental [78] drawing,creative [78] postdoc,epigenetics [78] year,#portfolioday [78] #portfolioday,postdoc [78] biology,love [77] creative,colour [77] munafomarzia,year Top Word Pairs in Tweet in G7:
[8] #ophthalmology,#ophthotwitter [8] #ophthotwitter,#scicomm [8] scicomm,xyz [8] ophthopedia,update [4] #sciencetwitter,#edutwitter [3] #研究,#scicomm [3] #scicomm,#sciencecommunication [3] 000,years [3] biomedical,visual [3] science,writers Top Word Pairs in Tweet in G8:
[142] #quebec,#annecy_live [142] #annecy_live,#robloxdev [140] #robloxdev,#scicomm [129] #dals12,#psg [97] #scicomm,#programming [93] #psg,#quebec [83] télégram,co [83] #psg,#losc [83] #losc,#quebec [83] psginmyblood,#dals12 Top Word Pairs in Tweet in G9:
[7] historyextra,exploring [7] exploring,influence [7] one,favourite [7] influence,young [7] favourite,details [7] writing,carroll's [7] life,bbc [7] bbc,historyextra [7] carroll's,life [7] details,writing Top Word Pairs in Tweet in G10:
[15] #uspolitics,#cdnpoli [11] #cdnpoli,#scicomm [10] #science,denial [10] deepgreendesign,democracy1ste [9] scottadamssays,giving [9] giving,sounding [9] aoc,repeating [9] knew,already [9] sounding,board [9] charge,against Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: