The graph represents a network of 6,803 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, 29 May 2019 at 13:15 UTC.
The tweets in the network were tweeted over the 9-day, 21-hour, 5-minute period from Sunday, 19 May 2019 at 15:38 UTC to Wednesday, 29 May 2019 at 12:43 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 : 6803
Unique Edges : 12254
Edges With Duplicates : 14846
Total Edges : 27100
Self-Loops : 2534
Reciprocated Vertex Pair Ratio : 0.0763650546021841
Reciprocated Edge Ratio : 0.141894340169578
Connected Components : 1507
Single-Vertex Connected Components : 973
Maximum Vertices in a Connected Component : 3768
Maximum Edges in a Connected Component : 23326
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.81195
Graph Density : 0.000298201975424388
Modularity : 0.403157
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[252] interventional,cardiology [250] american,college [242] college,cardiology [146] drkristieleong,iamritu [145] check,out [143] simonmdlord,ewingt_phd [143] rezaemaminia,dmgraymd [143] nair_sanj,sbrugaletta [143] sbrugaletta,pabeda1 [143] pabeda1,brandyalee6 Top Word Pairs in Tweet in G1:
[65] american,college [63] interventional,cardiology [61] college,cardiology [52] jama,network [41] cardiology,jama [40] #cardiology,cardiology [37] heart,disease [36] check,out [36] link,bio [30] registered,nurse Top Word Pairs in Tweet in G2:
[91] american,college [89] college,cardiology [60] european,society [59] first,director [59] director,diversity [59] diversity,inclusion [54] society,cardiology [48] check,out [38] interventional,cardiology [35] heart,failure Top Word Pairs in Tweet in G3:
[145] drkristieleong,iamritu [143] simonmdlord,ewingt_phd [143] rezaemaminia,dmgraymd [143] nair_sanj,sbrugaletta [143] sbrugaletta,pabeda1 [143] pabeda1,brandyalee6 [143] venkmurthy,barttels2 [143] samrrazamd,drtoniyasingh [143] drtoniyasingh,nccpacert [143] nccpacert,ahautah Top Word Pairs in Tweet in G4:
[19] interventional,cardiology [14] high,bleeding [14] bleeding,risk [14] risk,patients [13] doy,bienvenida [13] bienvenida,dos [13] dos,nuevas [13] nuevas,revistas [13] revistas,bilingües [13] bilingües,secardiologia Top Word Pairs in Tweet in G5:
[78] coronary,artery [64] nice,demonstration [64] demonstration,concertina [64] concertina,effect [64] effect,series [64] series,perceived [64] perceived,narrowings [64] narrowings,tortuous [64] tortuous,coronary [64] artery,segment Top Word Pairs in Tweet in G6:
[89] changed,3 [89] 3,basic [89] basic,areas [89] areas,improve [89] improve,f1s [89] f1s,shos [89] shos,experience [89] experience,during [89] during,cardiology [89] cardiology,rotation Top Word Pairs in Tweet in G7:
[57] #usmle,#cardiology [33] #ecg,#usmle [26] heart,defects [22] ecg,quiz [22] quiz,daily [21] #ecg,#cardiology [18] #usmle,#ecg [16] ecgquizzes,ecg [15] heart,rate [15] #cardiology,#hearthealth Top Word Pairs in Tweet in G8:
[34] happy,memorial [34] memorial,day [34] day,weekend [33] profdfrancis,happy [32] weekend,cardiology [32] cardiology,fellows [32] fellows,thank [32] thank,m'learned [32] m'learned,friend [32] friend,prof Top Word Pairs in Tweet in G9:
[52] #fitness,#health [50] #health,#training [47] #training,#healthy [38] #healthy,#healthylifestyle [34] #healthylifestyle,#cardio [30] #cardio,#healthyliving [28] #healthyliving,#healthylife [28] #healthylife,#medicine [28] #medicine,#healthcare [28] #healthcare,#ai Top Word Pairs in Tweet in G10:
[20] mitral,regurgitation [20] cardiogenic,shock [19] unifying,concept [19] concept,quantitative [19] quantitative,assessment [19] assessment,secondary [19] secondary,mitral [19] regurgitation,important [19] important,paper [19] paper,pe_bartko 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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