The graph represents a network of 28,220 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 40,000 tweets, tweeted between 1/1/2021 12:00:00 AM and 2/14/2023 11:50:22 AM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 21:14 UTC.
The tweets in the network were tweeted over the 3436-day, 21-hour, 41-minute period from Tuesday, 17 September 2013 at 22:05 UTC to Tuesday, 14 February 2023 at 19:47 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 : 28220
Unique Edges : 15611
Edges With Duplicates : 63631
Total Edges : 79242
Number of Edge Types : 9
Retweet : 19399
MentionsInRetweet : 23822
Quote : 822
Tweet : 14434
MentionsInQuote : 652
MentionsInReplyTo : 8095
Mentions : 6978
Replies to : 4954
MentionsInQuoteReply : 86
Self-Loops : 17083
Reciprocated Vertex Pair Ratio : 0.0564957042436865
Reciprocated Edge Ratio : 0.106949236076885
Connected Components : 6082
Single-Vertex Connected Components : 3257
Maximum Vertices in a Connected Component : 14746
Maximum Edges in a Connected Component : 52282
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.489618
Graph Density : 4.07664975538469E-05
Modularity : 0.399345
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 28,220 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 40,000 tweets, tweeted between 1/1/2021 12:00:00 AM and 2/14/2023 11:50:22 AM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 21:14 UTC.
The tweets in the network were tweeted over the 3436-day, 21-hour, 41-minute period from Tuesday, 17 September 2013 at 22:05 UTC to Tuesday, 14 February 2023 at 19:47 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:
[3321] head,neck [2627] viral,load [2620] omicron,variant [2618] uncle,otolaryngologist [2616] load,shreds [2616] order,kn95 [2616] otolaryngologist,order [2616] n95,omicron [2616] kn95,n95 [2616] cloth,masks Top Word Pairs in Tweet in G1:
[877] head,neck [700] neck,surgery [687] obstetrics,gynecology [683] dermatology,皮膚科 [683] otolaryngology,耳鼻咽喉科 [683] ophthalmology,眼科 [682] 眼科,otolaryngology [682] urology,泌尿器科 [682] 耳鼻咽喉科,dermatology [681] departments,obstetrics Top Word Pairs in Tweet in G2:
[977] head,neck [715] otolaryngology,head [636] neck,surgery [344] learn,more [266] department,otolaryngology [259] #ent,#otolaryngology [238] medical,students [231] otolaryngology,residency [210] pediatric,otolaryngology [203] #otolaryngology,#ent Top Word Pairs in Tweet in G3:
[2582] n95,omicron [2582] variant,viral [2582] load,shreds [2582] omicron,variant [2582] order,kn95 [2582] viral,load [2582] uncle,otolaryngologist [2582] message,uncle [2582] shreds,cloth [2582] nye,message Top Word Pairs in Tweet in G4:
[1788] over,confident [1788] msc,called [1788] surgeon,asked [1788] male,surgeon [1788] asked,letter [1788] called,times [1788] recommendation,msc [1788] times,over [1788] letter,recommendation [1787] draphroditeent,male Top Word Pairs in Tweet in G5:
[690] oral,sex [688] baidoo,otolaryngologist [681] dr,kenneth [681] kenneth,baidoo [674] korle,bu [674] poses,cancer [674] otolaryngologist,surgeon [674] cancer,risk [674] risk,dr [674] sex,poses Top Word Pairs in Tweet in G6:
[590] hanging,otolaryngologist [588] dglaucomflecken,hanging [11] head,neck [7] لك,الحمد [7] video,dglaucomflecken [7] ينفد,أوله [7] أوله,ولا [7] day,video [7] same,day [7] حمد,ا Top Word Pairs in Tweet in G7:
[152] head,neck [136] otolaryngology,head [107] neck,surgery [87] #otolaryngology,#healthcareprofessionals [73] speaker,highlight [69] dubai,uae [66] #ifos2023,conference [63] #healthcareprofessionals,#medicaleducation [63] #otolaryngology,#audiology [61] dubai,otology Top Word Pairs in Tweet in G8:
[479] perfectly,healthy [478] cry,14 [478] old,perfectly [478] goodness,know [478] know,laugh [478] otolaryngologist,die [478] 14,yr [478] healthy,told [478] laugh,cry [478] yr,old Top Word Pairs in Tweet in G9:
[225] sleep,medicine [219] mdbreathe,otolaryngologist [218] medicine,specialist [218] otolaryngologist,sleep [217] houston,tx [216] specialist,houston [216] tx,banned [216] 12,mdbreathe [215] banned,twi [215] goddeketal,12 Top Word Pairs in Tweet in G10:
[109] internal,medicine [107] family,medicine [104] number,fourth [104] medicine,2022 [104] 2022,match [104] 847,number [104] medicine,internal [104] fourth,year [104] unfilled,positions [104] number,unfilled Top Replied-To in Entire Graph:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: