The graph represents a network of 3,049 Twitter users whose recent tweets contained "#CardioTwitter", 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 17:07 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 23-minute period from Monday, 12 August 2019 at 13:20 UTC to Wednesday, 21 August 2019 at 16:44 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 : 3049
Unique Edges : 10799
Edges With Duplicates : 4708
Total Edges : 15507
Self-Loops : 596
Reciprocated Vertex Pair Ratio : 0.0477812718378756
Reciprocated Edge Ratio : 0.0912046686119216
Connected Components : 111
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 2783
Maximum Edges in a Connected Component : 15127
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.851942
Graph Density : 0.00129070759398762
Modularity : 0.481755
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[450] #cardiotwitter,#cardiology [281] #esccot,#escardioed [281] #escardioed,#cardiotwitter [246] #cardiology,#cardiotwitter [199] #esccot,#cardiotwitter [193] #cardiotwitter,#cardioed [183] cardiologia,hoy [183] hoy,vía [176] vía,cardiologiahoyc [172] escardio,johncamm Top Word Pairs in Tweet in G1:
[126] esc,twitter [124] #cardiotwitter,#cardiology [69] #radialfirst,#cardiotwitter [59] twitter,ambassadors [55] risk,patients [53] #cardiology,#cardiotwitter [53] low,risk [53] #cardiotwitter,#medtwitter [51] follow,esc [50] #esccongress,follow Top Word Pairs in Tweet in G2:
[226] #esccot,#escardioed [226] #escardioed,#cardiotwitter [161] #esccot,#cardiotwitter [140] escardio,gerdhindricks [132] cardiologia,hoy [132] hoy,vía [129] escardio,johncamm [127] #ehjcasereports,#esccot [126] vía,cardiologiahoyc [124] cardiologiahoyc,#cardiotwitter Top Word Pairs in Tweet in G3:
[139] #cardiology,#cardiotwitter [91] #echofirst,#cardiology [63] #echofirst,#cardiotwitter [59] #echofirst,ase360 [59] ase360,#cardiotwitter [50] #echofirst,#pocus [50] #pocus,#echo [50] #echo,#cardioed [50] #ultrasound,#echo [50] #echo,#eacvi Top Word Pairs in Tweet in G4:
[33] #cardiotwitter,#interventionalcardiology [30] #radialfirst,#tavr [29] #globalcardiacsurgery,#tssmn [29] #tssmn,#cardiotwitter [23] #shockwave,shockwaveivl [22] low,risk [21] #cardiotwitter,#cardiology [20] shockwaveivl,#radialfirst [20] low,middle [20] middle,income Top Word Pairs in Tweet in G5:
[73] #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 G6:
[78] #cardiotwitter,#cardioed [77] #academictwitter,#academicchatter [77] #academicchatter,#cardiotwitter [77] #cardioed,#somedocs [77] #somedocs,#elearning [77] #elearning,somedocs [74] #meded,#medicine [74] #medicine,#academictwitter [74] somedocs,#phdchat [69] #phdchat,#ecrchat Top Word Pairs in Tweet in G7:
[48] lifestyle,medicine [26] #health,#lifestylemedicine [26] #healthcare,#cardiotwitter [24] #cardiotwitter,#lifestylemedicine [18] high,bp [18] late,life [17] medicine,handbook [17] handbook,named [17] named,one [17] one,best Top Word Pairs in Tweet in G8:
[43] cardiologia,hoy [43] hoy,vía [43] vía,cardiologiahoyc [41] cardiologiahoyc,#cardiotwitter [38] varon,61 [38] 61,años [38] años,acude [38] acude,palpitaciones [38] palpitaciones,horas [38] horas,evolucion Top Word Pairs in Tweet in G9:
[6] #medtwitter,#cardiotwitter [5] #cardiotwitter,#cardio [4] #cardiotwitter,#medtwitter [3] #yescct,#cardiotwitter [3] #cardib,#cardiotwitter [3] #cardiology,#cardiotwitter [2] issue,lancet [2] lancet,initiative [2] initiative,sparks [2] sparks,discussion Top Word Pairs in Tweet in G10:
[49] m_piepoli,#cardiotwitter [42] 10,mets [42] mets,definitive [42] definitive,cut [42] cut,predicting [42] predicting,low [42] low,risk [42] risk,mortality [42] mortality,cause [42] cause,cv Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: