The graph represents a network of 1,178 Twitter users whose recent tweets contained "vitreoretinal", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 11/21/2023 3:01:21 PM. The network was obtained from Twitter on Tuesday, 21 November 2023 at 23:17 UTC.
The tweets in the network were tweeted over the 686-day, 2-hour, 36-minute period from Tuesday, 04 January 2022 at 17:01 UTC to Tuesday, 21 November 2023 at 19:38 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 : 1178
Unique Edges : 983
Edges With Duplicates : 894
Total Edges : 1877
Number of Edge Types : 8
Tweet : 971
Mentions : 403
Retweet : 319
Replies to : 102
MentionsInReplyTo : 48
MentionsInQuote : 15
MentionsInQuoteReply : 1
Quote : 18
Self-Loops : 1052
Reciprocated Vertex Pair Ratio : 0.0125523012552301
Reciprocated Edge Ratio : 0.0247933884297521
Connected Components : 501
Single-Vertex Connected Components : 388
Maximum Vertices in a Connected Component : 301
Maximum Edges in a Connected Component : 532
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.997074
Graph Density : 0.000523618361550545
Modularity : 0.465245
NodeXL Version : 1.0.1.526
Data Import : The graph represents a network of 1,178 Twitter users whose recent tweets contained "vitreoretinal", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 11/21/2023 3:01:21 PM. The network was obtained from Twitter on Tuesday, 21 November 2023 at 23:17 UTC.
The tweets in the network were tweeted over the 686-day, 2-hour, 36-minute period from Tuesday, 04 January 2022 at 17:01 UTC to Tuesday, 21 November 2023 at 19:38 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 : TwitterSearch3
Graph Term : vitreoretinal
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[378] vitreoretinal,surgery [311] passed,away [306] november,21 [287] dr,badrinath [284] 21,2023 [282] tuesday,november [282] badrinath,passed [281] pay,respects [281] early,hours [281] home,early Top Word Pairs in Tweet in G1:
[183] vitreoretinal,surgery [141] vitreoretinal,lymphoma [84] primary,vitreoretinal [75] vitreoretinal,surgeon [44] ophthopedia,update [40] adx,2191 [30] vitreoretinal,diseases [27] treatment,primary [24] aldeyra,therapeutics [24] drug,application Top Word Pairs in Tweet in G2:
[280] november,21 [280] early,hours [280] respects,dr [280] away,home [280] 21,2023 [280] home,early [280] badrinath,passed [280] pay,respects [280] hours,tuesday [280] passed,away Top Word Pairs in Tweet in G3:
[25] vitreoretinal,surgery [16] vitreoretinal,surgeon [12] vitreoretinal,lymphoma [7] children,mayocliniceye [7] pediatrician,host [7] #askthemayomom,live [7] 00,ct [7] drangelamattke,joined [7] conditions,children [7] md,phd Top Word Pairs in Tweet in G4:
[24] vitreoretinal,surgery [8] vitreoretinal,diseases [7] journal,vitreoretinal [7] vitreoretinal,surgeon [6] read,more [6] surgery,fellow [5] pediatric,adult [5] differences,between [5] vitreoretinal,techniques [5] significant,anatomical Top Word Pairs in Tweet in G5:
[72] vitreoretinal,surgery [39] #ophthalmology,#retina [30] virtual,reality [29] reality,simulator [28] #retina,#virtualreality [28] training,#ophthalmology [28] surgery,training [28] simulator,improve [28] #virtualreality,#surgeontraining [28] improve,access Top Word Pairs in Tweet in G6:
[4] one,man [4] vitreoretinal,surgery [4] man,band [3] international,vitreoretinal [2] mahi,muqit [2] band,performed [2] graduating,#vitreoretinal [2] carlo,md [2] muqit,consultant [2] completed,residency Top Word Pairs in Tweet in G7:
[22] november,21 [22] passed,away [21] away,november [21] #badrinath,83 [21] 21,wife [21] 83,founder [21] eminent,vitreoretinal [21] vitreoretinal,surgeon [21] #sankara,nethralaya [21] founder,#sankara Top Word Pairs in Tweet in G8:
[3] profstanga,retinalondon [3] diseases,change [3] patterns,management [3] change,referral [3] miriam,minihan [3] surgeon,moorfields [3] pan,retinal [3] tells,navigated [3] ss,oct [3] retinal,imaging Top Word Pairs in Tweet in G9:
[9] adx,2191 [8] vitreoretinal,surgery [7] primary,vitreoretinal [7] vitreoretinal,lymphoma [5] treatment,primary [4] 2191,methotrexate [4] drug,application [4] drug,candidate [4] investigational,drug [4] priority,review Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
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: