The graph represents a network of 664 Twitter users whose recent tweets contained "#radialfirst", 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 08:20 UTC.
The tweets in the network were tweeted over the 9-day, 7-hour, 27-minute period from Tuesday, 13 August 2019 at 00:39 UTC to Thursday, 22 August 2019 at 08:06 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 : 664
Unique Edges : 2335
Edges With Duplicates : 759
Total Edges : 3094
Self-Loops : 83
Reciprocated Vertex Pair Ratio : 0.0439244663382594
Reciprocated Edge Ratio : 0.0841525756979945
Connected Components : 9
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 634
Maximum Edges in a Connected Component : 3061
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.211778
Graph Density : 0.00577649966381363
Modularity : 0.474599
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[105] #radialfirst,#cardiotwitter [63] chest,pain [60] #cardiotwitter,#interventionalcardiology [58] #radialfirst,#tavr [57] teaching,point [56] prior,cabg [55] #echofirst,#radialfirst [54] #epeeps,#cardioed [54] #cardiotwitter,pcronline [48] #cardiotwitter,#radialfirst Top Word Pairs in Tweet in G1:
[61] #radialfirst,#cardiotwitter [43] #cardiotwitter,pcronline [39] coronary,arterial [39] arterial,left [39] left,ventricular [39] ventricular,fistulae [39] fistulae,#radialfirst [21] #radialfirst,patients [20] omg,thrombus [20] femoral,access Top Word Pairs in Tweet in G2:
[22] #radialfirst,#cardiotwitter [21] #radialfirst,hospital [21] hospital,locator [21] #cardiotwitter,#radialfirst [18] #cardiotwitter,#interventionalcardiology [16] #radialfirst,#tavr [14] chest,pain [13] #shockwave,shockwaveivl [13] shockwaveivl,#radialfirst [12] rotational,atherectomy Top Word Pairs in Tweet in G3:
[28] ekg,gurus [28] gurus,explain [28] explain,40s [28] 40s,m [28] m,severe [28] severe,chest [28] chest,pain [28] pain,1 [28] 1,hr [28] hr,repeated Top Word Pairs in Tweet in G4:
[47] #echofirst,#radialfirst [43] #epeeps,#cardioed [24] assessing,viability [24] viability,patients [24] patients,ef [24] ef,lt [24] lt,35 [24] 35,prior [24] prior,cabg [24] cabg,according Top Word Pairs in Tweet in G5:
[45] teaching,point [21] point,# [19] #,33 [19] 33,always [19] always,questions [19] questions,role [19] role,allen [19] allen,s [19] s,test [19] test,barbeau Top Word Pairs in Tweet in G6:
[10] #radialfirst,#cardiotwitter [7] kalazizimd,amirlotfi9 [7] salmanwaheedmd,hamidskhan5 [7] interesting,finding [7] finding,moderate [7] moderate,lesion [7] lesion,angio [7] angio,today [7] today,oct [7] oct,plaque Top Word Pairs in Tweet in G7:
[11] post,cabg [9] svraomd,esbrilakis [9] #radialfirst,#ldtra [9] please,share [9] share,experiences [9] experiences,w [9] w,non [9] non,deflatable [9] deflatable,coronary [9] coronary,s Top Word Pairs in Tweet in G8:
[29] breaking,news [29] news,#fda [29] #fda,approves [29] approves,#tavr [29] #tavr,low [29] low,risk [29] risk,patients [29] patients,tctmd [29] tctmd,special [29] special,thank Top Word Pairs in Tweet in G9:
[42] #radialfirst,#tavr [42] #cardiotwitter,#interventionalcardiology [33] #shockwave,shockwaveivl [32] shockwaveivl,#radialfirst [22] #cardioed,#cardiotwitter [15] #interventionalcardiology,#cto [14] #interventionalcardiology,#waroncalcium [14] #pci,#chip [13] #tavr,#cardioed [12] #cto,#waroncalcium Top Word Pairs in Tweet in G10:
[4] #radialfirst,vs [4] vs,#femoral [4] #femoral,#cto [4] #cto,#pci [4] #pci,fewer [4] fewer,access [4] access,site [4] site,complications [4] complications,comparable [4] comparable,technical Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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: