The graph represents a network of 4,925 Twitter users whose recent tweets contained "#AHA21", 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 Monday, 15 November 2021 at 05:03 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 56-minute period from Saturday, 06 November 2021 at 08:27 UTC to Monday, 15 November 2021 at 04:24 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 : 4954
Unique Edges : 24219
Edges With Duplicates : 20955
Total Edges : 45174
Number of Edge Types : 5
Mentions : 8396
Replies to : 658
MentionsInRetweet : 25313
Retweet : 9572
Tweet : 1235
Self-Loops : 1329
Reciprocated Vertex Pair Ratio : 0.0769147281212691
Reciprocated Edge Ratio : 0.142842745322001
Connected Components : 125
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 4734
Maximum Edges in a Connected Component : 44910
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.352794
Graph Density : 0.00121313948206398
Modularity : 0.346291
NodeXL Version : 1.0.1.447
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266289
Data Import : The graph represents a network of 4,925 Twitter users whose recent tweets contained "#AHA21", 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 Monday, 15 November 2021 at 05:03 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 56-minute period from Saturday, 06 November 2021 at 08:27 UTC to Monday, 15 November 2021 at 04:24 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #AHA21
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[442] ahascience,ahameetings [412] #aha21,ahascience [395] cv,hf [393] #aha21,ahameetings [371] heart,failure [356] scientific,sessions [323] presented,#aha21 [319] #aha21,#aharme [295] learn,more [287] #aha21,#healthtech Top Word Pairs in Tweet in G1:
[151] #aha21,ahameetings [133] ahascience,ahameetings [106] #aha21,ahascience [99] ahameetings,ahascience [97] early,career [96] #aha21,session [90] hf,hosp [77] results,#aha21 [71] early,surgery [69] ahascience,aha_research Top Word Pairs in Tweet in G2:
[231] ahascience,ahameetings [228] #aha21,ahascience [133] #aha21,#aharme [132] late,breaking [121] heart,failure [118] #aha21,ahameetings [114] health,equity [107] manesh_patelmd,dramitkhera [106] #aha21,session [103] ahascience,#aha21 Top Word Pairs in Tweet in G3:
[336] cv,hf [169] #aha21,#aharme [160] heart,failure [159] hf,urgent [134] sjgreene_md,javedbutler1 [133] hfref,within [133] within,30 [133] 30,60 [133] 60,days [133] days,rx Top Word Pairs in Tweet in G4:
[265] #aha21,#healthtech [157] #aha21,#cardiotwitter [138] scientific,sessions [125] ahameetings,#aha21 [116] american,heart [111] #livertwitter,#cardiotwitter [103] heart,association [93] bariatric,surgery [89] #aha21,#livermtg21 [89] #livermtg21,#tlmdx Top Word Pairs in Tweet in G5:
[214] sodium,intake [107] study,involving [107] involving,10 [107] 10,709 [107] 709,adults [107] adults,higher [107] higher,sodium [107] intake,significantly [107] significantly,associated [107] associated,higher Top Word Pairs in Tweet in G6:
[155] below,story [155] story,#cardiacarrest [155] #cardiacarrest,heroic [155] heroic,actions [155] actions,those [155] those,saved [155] saved,10 [155] 10,350 [155] 350,000 [155] 000,americans Top Word Pairs in Tweet in G7:
[59] presented,#aha21 [33] download,full [28] watch,dr [25] early,surgery [25] rapid,cabg [25] cabg,trial [25] full,slides [23] #cardiotwitter,#escyoung [22] discuss,results [21] trial,presented Top Word Pairs in Tweet in G8:
[42] cv,risk [38] urine,tells [38] tells,value [38] value,urine [38] urine,lytes [38] lytes,cv [38] risk,#kidneyrules [38] #kidneyrules,#aha21 [24] register,#aha21 [22] council,members Top Word Pairs in Tweet in G9:
[14] scientific,sessions [9] american,heart [9] heart,association [7] latest,scientific [6] aortic,stenosis [6] learn,more [5] sessions,2021 [4] looking,forward [4] association,scientific [4] heart,valve Top Word Pairs in Tweet in G10:
[24] ahameetings,american_heart [22] kathleen,dracup [18] looking,forward [16] #aha21,cvsnheart [16] american_heart,bc_cson [16] #aha21,ahameetings [15] martha,hill [14] dracup,distinguished [14] distinguished,lecture [13] covid,19 Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: