The graph represents a network of 7,610 Twitter users whose recent tweets contained "Cardiology", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 21 August 2019 at 18:21 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 55-minute period from Monday, 12 August 2019 at 13:20 UTC to Wednesday, 21 August 2019 at 17:15 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 7610
Unique Edges : 22886
Edges With Duplicates : 35595
Total Edges : 58481
Self-Loops : 2564
Reciprocated Vertex Pair Ratio : 0.0957324986640202
Reciprocated Edge Ratio : 0.174736988782833
Connected Components : 1467
Single-Vertex Connected Components : 898
Maximum Vertices in a Connected Component : 4205
Maximum Edges in a Connected Component : 53661
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.918514
Graph Density : 0.000495747393682252
Modularity : 0.313282
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[450] #cardiotwitter,#cardiology [249] american,college [247] #cardiology,#cardiotwitter [241] college,cardiology [220] samrrazamd,iamritu [202] purviparwani,onco_cardiology [191] number,1 [190] 1,enemy [187] iamritu,erinmichos [184] drmarthagulati,purviparwani Top Word Pairs in Tweet in G1:
[169] purviparwani,onco_cardiology [157] iamritu,erinmichos [131] onco_cardiology,purviparwani [115] ase360,iamritu [110] ase360,mswami001 [96] samrrazamd,iamritu [91] onco_cardiology,iamritu [90] don,t [84] onco_cardiology,samrrazamd [84] davidwienermd,purviparwani Top Word Pairs in Tweet in G2:
[60] american,college [52] college,cardiology [31] heart,failure [29] link,bio [28] interventional,cardiology [26] cardiology,jama [24] click,link [24] cardiology,physician [23] jama,network [22] t,co Top Word Pairs in Tweet in G3:
[129] rodrigobagur,rbcasado [123] iamritu,sabouretcardio [119] samrrazamd,iamritu [117] drmarthagulati,purviparwani [112] sabouretcardio,drmarthagulati [109] gina_lundberg,avolgman [107] onco_cardiology,nadeenfaza [106] mswami001,onco_cardiology [105] thaiscoutinhocv,gina_lundberg [105] nadeenfaza,rodrigobagur Top Word Pairs in Tweet in G4:
[63] #cardiotwitter,#cardiology [50] cac,testing [48] american,college [48] college,cardiology [41] find,out [40] cv,risk [38] ivanovich13,torresviera [38] torresviera,siac_cardio [38] igormorr,ernestocardio [37] drtgupta,#accfit Top Word Pairs in Tweet in G5:
[16] looking,forward [14] #european,society [14] world,congress [10] eagerly,looking [10] forward,bongani [10] bongani,mayosi [10] mayosi,memorial [10] memorial,lecture [10] lecture,2019 [10] 2019,#european Top Word Pairs in Tweet in G6:
[38] cardiology,practice [38] plant,based [37] new,read [37] read,e [37] e,journal [37] journal,cardiology [37] aric,study [37] study,jaha [37] jaha,eat [37] eat,veggies Top Word Pairs in Tweet in G7:
[30] #cardiology,#epeeps [26] #cardiotwitter,#cardiology [20] management,severe [20] severe,htn [20] htn,pregnancy [20] pregnancy,landmark [20] landmark,trial [19] #epeeps,#cardiology [17] cardiology,review [16] #afib,#atrialfibrillation Top Word Pairs in Tweet in G8:
[63] #cardiotwitter,#cardiology [62] out,old [62] old,new [62] new,rare [62] rare,brief [62] brief,view [62] view,both [62] both,hearts [62] hearts,transit [62] transit,heart Top Word Pairs in Tweet in G9:
[25] #ecg,#usmle [22] 50,ecg [22] ecg,pearls [22] pearls,see [22] see,here [20] onco_cardiology,drfernunez [17] ecg,quiz [17] quiz,daily [16] #ecg,know [15] know,make Top Word Pairs in Tweet in G10:
[11] quality,life [10] check,out [10] uk,first [10] first,birmingham [10] birmingham,woman [10] woman,become [10] become,country's [10] country's,first [10] first,patient [10] patient,receive Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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