The graph represents a network of 9,490 Twitter users whose recent tweets contained "cardiologist", 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 Thursday, 22 August 2019 at 08:54 UTC.
The tweets in the network were tweeted over the 9-day, 7-hour, 41-minute period from Tuesday, 13 August 2019 at 00:29 UTC to Thursday, 22 August 2019 at 08:11 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 : 9490
Unique Edges : 11029
Edges With Duplicates : 1236
Total Edges : 12265
Self-Loops : 1424
Reciprocated Vertex Pair Ratio : 0.0139818826309571
Reciprocated Edge Ratio : 0.0275781705185473
Connected Components : 1774
Single-Vertex Connected Components : 860
Maximum Vertices in a Connected Component : 2070
Maximum Edges in a Connected Component : 2211
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 2.610735
Graph Density : 0.000114357914954713
Modularity : 0.822972
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4142] พ,ห [2071] ศ,พท [2071] พท,คำว [2071] คำว,า [2071] า,lotologist [2071] lotologist,เห [2071] เห,นคร [2071] นคร,งแรก [2071] งแรก,ก [2071] ก,ค Top Word Pairs in Tweet in G1:
[4142] พ,ห [2071] ศ,พท [2071] พท,คำว [2071] คำว,า [2071] า,lotologist [2071] lotologist,เห [2071] เห,นคร [2071] นคร,งแรก [2071] งแรก,ก [2071] ก,ค Top Word Pairs in Tweet in G2:
[977] hello,twitter [977] twitter,name [977] name,amanda [977] amanda,chadwick [977] chadwick,cardiologist [977] cardiologist,scientific [977] scientific,team [977] team,found [977] found,out [977] out,listening Top Word Pairs in Tweet in G3:
[57] see,cardiologist [47] interventional,cardiologist [27] work,one [27] one,job [27] job,rest [27] rest,life [23] heart,attack [20] successfully,performs [20] performs,rare [20] rare,carotid Top Word Pairs in Tweet in G4:
[42] interventional,cardiologist [32] cardiologist,discuss [30] low,risk [30] aortic,stenosis [30] see,interventional [30] option,before [26] #tavr,low [26] risk,patients [26] patients,approved [26] approved,fda Top Word Pairs in Tweet in G5:
[54] heart,disease [49] saturated,fat [48] over,40yo [48] 40yo,consider [48] consider,getting [48] getting,coronary [48] coronary,artery [48] artery,calcium [48] calcium,score [48] score,change Top Word Pairs in Tweet in G6:
[157] cardiologist,appointment [156] day,77 [156] 77,11 [156] 11,weeks [156] weeks,today [156] today,jayce [156] jayce,dressed [156] dressed,up [156] up,first [156] first,cardiologist Top Word Pairs in Tweet in G7:
[124] lifeofspencer_,real_defender [124] real_defender,realdonaldtrump [123] darielrivas00,lifeofspencer_ [119] realdonaldtrump,live [119] live,australia [119] australia,m [119] m,heart [119] heart,procedure [119] procedure,chosen [119] chosen,cardiologist Top Word Pairs in Tweet in G8:
[72] people,think [72] think,make [72] make,sweeping [72] sweeping,lifestyle [72] lifestyle,changes [72] changes,improve [72] improve,#hearthealth [72] #hearthealth,cardiologist [72] cardiologist,dr [72] dr,jordan Top Word Pairs in Tweet in G9:
[118] hello,twitter [118] twitter,name [118] name,stephanie [118] stephanie,wilson [118] wilson,cardiologist [118] cardiologist,scientific [118] scientific,team [118] team,found [118] found,out [118] out,listening Top Word Pairs in Tweet in G10:
[112] dinner,college [112] college,buddy [112] buddy,cardiologist [112] cardiologist,nyc [112] nyc,benefits [112] benefits,wine [112] wine,dr [112] dr,pauly [112] pauly,resvertrol [112] resvertrol,compound Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G8:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: