The graph represents a network of 2,564 Twitter users whose recent tweets contained "Otolaryngology OR otolaryngologist", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 2/21/2023 2:53:32 PM. The network was obtained from Twitter on Tuesday, 21 February 2023 at 22:57 UTC.
The tweets in the network were tweeted over the 1345-day, 20-hour, 20-minute period from Monday, 17 June 2019 at 02:31 UTC to Tuesday, 21 February 2023 at 22:51 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 : 2564
Unique Edges : 1859
Edges With Duplicates : 3961
Total Edges : 5820
Number of Edge Types : 9
Mentions : 616
Tweet : 1062
Retweet : 1101
MentionsInRetweet : 1713
MentionsInReplyTo : 702
Replies to : 469
Quote : 76
MentionsInQuote : 79
MentionsInQuoteReply : 2
Self-Loops : 1276
Reciprocated Vertex Pair Ratio : 0.0622119815668203
Reciprocated Edge Ratio : 0.117136659436009
Connected Components : 793
Single-Vertex Connected Components : 411
Maximum Vertices in a Connected Component : 568
Maximum Edges in a Connected Component : 1894
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.735032
Graph Density : 0.000420906418777235
Modularity : 0.485117
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,564 Twitter users whose recent tweets contained "Otolaryngology OR otolaryngologist", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 2/21/2023 2:53:32 PM. The network was obtained from Twitter on Tuesday, 21 February 2023 at 22:57 UTC.
The tweets in the network were tweeted over the 1345-day, 20-hour, 20-minute period from Monday, 17 June 2019 at 02:31 UTC to Tuesday, 21 February 2023 at 22:51 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 : Otolaryngology OR otolaryngologist
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:
[224] sleep,medicine [219] head,neck [218] houston,tx [217] otolaryngologist,sleep [217] medicine,specialist [217] tx,banned [217] specialist,houston [217] 12,mdbreathe [217] mdbreathe,otolaryngologist [216] banned,twi Top Word Pairs in Tweet in G1:
[92] head,neck [69] neck,surgery [69] otolaryngology,head [57] ophthalmology,眼科 [57] obstetrics,gynecology [57] dermatology,皮膚科 [56] 産婦人科,ophthalmology [56] 皮膚科,urology [56] otolaryngology,耳鼻咽喉科 [56] departments,obstetrics Top Word Pairs in Tweet in G2:
[217] houston,tx [217] sleep,medicine [217] medicine,specialist [217] otolaryngologist,sleep [217] tx,banned [217] mdbreathe,otolaryngologist [217] specialist,houston [217] 12,mdbreathe [216] banned,twi [216] goddeketal,12 Top Word Pairs in Tweet in G3:
[29] students,interested [21] month,research [21] otolaryngology,physician [21] vanderbilt,training [21] 12,month [21] physician,scientists [21] training,otolaryngology [21] program,12 [20] women,otolaryngology [19] head,neck Top Word Pairs in Tweet in G4:
[30] dubai,world [30] world,congress [25] #otolaryngology,#healthcareprofessionals [19] 2023,dubai [18] ifos,2023 [15] dr,ivy [15] learn,more [15] pre,conference [14] more,#otolaryngology [11] #healthcareprofessionals,#medicaleducation Top Word Pairs in Tweet in G5:
[15] mayo,clinic [9] david,lott [9] dr,david [8] prevedellodanny,dr_pinheiro [8] dr_pinheiro,periscelda [7] thanks,nasbsorg [7] faculty,dream [7] course,faculty [7] team,prevedellodanny [7] nasbsorg,#skullbase Top Word Pairs in Tweet in G6:
[73] kufra,city [73] medical,professionals [73] provide,free [73] landed,kufra [73] professionals,landed [73] libya,provide [73] team,dprk [73] free,assistance [73] dprk,medical [73] city,libya Top Word Pairs in Tweet in G7:
[15] head,neck [14] otolaryngology,head [14] neck,surgery [13] houston,methodist [12] research,assistant [12] methodist,hospital [12] announce,otolaryngology [12] details,image [12] assistant,position [12] below,#insidethematch Top Word Pairs in Tweet in G8:
[42] nikamshow,wanted [42] kumuona,tukahug [42] akaniita,juu [42] pia,mimi [42] sikuwa,nimemuona [42] nilishtuka,kumuona [42] juu,sikuwa [42] akanipeleka,ofisi [42] yao,nikamshow [42] ofisi,yao Top Word Pairs in Tweet in G9:
[18] zara,patel [17] treatment,long [17] patel,md [17] smell,loss [17] tested,treatment [17] related,smell [17] professor,otolaryngology [17] long,term [17] 19,related [17] otolaryngology,tested Top Word Pairs in Tweet in G10:
[11] head,neck [6] newest,faculty [6] announce,newest [6] excited,announce [6] faculty,recruits [6] each,outstanding [5] cortical,tracking [5] tracking,acoustic [5] linguistic,features [5] parker,presented 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 G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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: