The graph represents a network of 4,348 Twitter users whose recent tweets contained "jama_current", 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 12:13 UTC.
The tweets in the network were tweeted over the 2199-day, 8-hour, 53-minute period from Thursday, 02 March 2017 at 16:05 UTC to Saturday, 11 March 2023 at 00:58 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 : 4348
Unique Edges : 4512
Edges With Duplicates : 17607
Total Edges : 22119
Number of Edge Types : 9
Retweet : 2880
MentionsInRetweet : 4840
MentionsInReplyTo : 10265
Replies to : 1520
Mentions : 1607
MentionsInQuote : 175
Quote : 121
MentionsInQuoteReply : 616
Tweet : 95
Self-Loops : 522
Reciprocated Vertex Pair Ratio : 0.0288061336254107
Reciprocated Edge Ratio : 0.055999148301927
Connected Components : 3
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 4343
Maximum Edges in a Connected Component : 22108
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.881151
Graph Density : 0.00049696424841419
Modularity : 0.308377
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,348 Twitter users whose recent tweets contained "jama_current", 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 12:13 UTC.
The tweets in the network were tweeted over the 2199-day, 8-hour, 53-minute period from Thursday, 02 March 2017 at 16:05 UTC to Saturday, 11 March 2023 at 00:58 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 : jama_current
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:
[773] controlled,trial [771] show,benefit [771] high,doses [770] placebo,controlled [769] trial,high [769] randomized,placebo [769] fails,show [768] long,duration [768] ivermectin,randomized [768] doses,long Top Word Pairs in Tweet in G1:
[728] snaggie1,boulware_dr [727] jama_current,snaggie1 [709] high,doses [709] show,benefit [708] placebo,controlled [707] randomized,placebo [707] fails,show [706] duration,fails [706] controlled,trial [706] doses,long Top Word Pairs in Tweet in G2:
[140] jama_current,part [84] revista,jama_current [84] artículo,revisión [84] jama_current,acceso [82] cmno_medint,artículo [82] hipercalcemia,revista [82] revisión,hipercalcemia [78] residual,disease [76] sequencing,detect [76] detect,residual Top Word Pairs in Tweet in G3:
[324] jama_current,part [308] part,jamanetwork [219] jama_current,jamanetwork [109] reloadfluid,jama_current [88] covid,19 [63] higher,dose [37] vs,placebo [37] dose,ivermectin [36] time,sustained [35] sustained,recovery Top Word Pairs in Tweet in G4:
[28] #study,#dig [28] sciences',daily [28] #unbelievable,selected [28] selected,#itemization [28] #itemization,'modern [28] world,sciences' [28] 'modern,world [28] #disseminate,#unbelievable [28] #dig,#disseminate [25] jama_current,thelancet Top Word Pairs in Tweet in G5:
[110] thiamine,steroids [109] vit,thiamine [108] long,term [107] anti,inflammatory [106] outcomes,antioxidants [106] effect,vit [106] antioxidants,anti [106] worse,outcomes [106] steroids,long [106] studied,effect Top Word Pairs in Tweet in G6:
[28] #acc23,#wccardio [26] md,mph [26] editor,chief [22] unosnews,optn [21] engagement,care [21] improving,patient [21] sacred,foundational [21] care,unprecedented [21] trust,sacred [21] patient,community Top Word Pairs in Tweet in G7:
[89] patients,risk [89] doing,#covid19 [89] soft,primary [89] hospitalization,death [89] #covid19,rcts [89] primary,endpoints [89] death,soft [89] risk,hospitalization [89] rcts,patients [88] p_mcculloughmd,doing Top Word Pairs in Tweet in G8:
[69] jama_current,jamanetwork [68] ebgidoc,jama_current [68] shimaghavimimd,fgomollon [68] fgomollon,jantchou [68] jamanetwork,shimaghavimimd [63] acg_ebgi,ebgidoc [59] mahmoudzureik,yaledigestive [59] jantchou,mahmoudzureik [57] brighamgi,amcollegegastro [57] leen_alsayyedmd,stanford_gi Top Word Pairs in Tweet in G9:
[52] risk,factors [36] rkwadhera,jama_current [34] patients,hfpef [34] exercise,hr [33] enhance,exercise [33] response,heart [33] rate,exertion [33] cardiovascular,risk [33] inadequate,response [33] heart,rate Top Word Pairs in Tweet in G10:
[34] dx,st [20] diagnostic,stewardship [18] clinician,burnout [17] st,draw [17] st,prevents [17] growth,dx [17] written,share [17] #diagnosticerror,jama_current [17] prevents,#diagnosticerror [17] jama_current,written Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 G5:
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Top Tweeters in G10: