The graph represents a network of 3,008 Twitter users whose recent tweets contained "#aha22", 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 Saturday, 05 November 2022 at 17:08 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 39-minute period from Friday, 28 October 2022 at 02:14 UTC to Saturday, 05 November 2022 at 16:54 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.
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Author Description
Vertices : 3008
Unique Edges : 12686
Edges With Duplicates : 9518
Total Edges : 22204
Number of Edge Types : 5
Retweet : 4128
MentionsInRetweet : 12411
Mentions : 4662
Replies to : 377
Tweet : 626
Self-Loops : 658
Reciprocated Vertex Pair Ratio : 0.0752596386399203
Reciprocated Edge Ratio : 0.139984122783805
Connected Components : 102
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 2835
Maximum Edges in a Connected Component : 21996
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.326516
Graph Density : 0.00167118921098996
Modularity : 0.371299
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 3,008 Twitter users whose recent tweets contained "#aha22", 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 Saturday, 05 November 2022 at 17:08 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 39-minute period from Friday, 28 October 2022 at 02:14 UTC to Saturday, 05 November 2022 at 16:54 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 : #aha22
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[423] #aha22,ahascience [324] looking,forward [322] scientific,sessions [250] ahascience,#aha22 [210] early,career [200] late,breaking [192] ahascience,ahameetings [183] transform,hf [173] chicago,#aha22 [163] opening,session Top Word Pairs in Tweet in G1:
[167] #aha22,ahascience [98] scientific,sessions [90] early,career [87] looking,forward [82] ahascience,#aha22 [78] ahascience,ahameetings [57] chicago,#aha22 [52] #healthtech,#digitalhealth [49] cardiology,panel [49] #aha22,#healthtech Top Word Pairs in Tweet in G2:
[187] #aha22,ahascience [112] looking,forward [107] opening,session [94] late,breaking [84] ahascience,ahameetings [83] public,health [82] ahascience,#aha22 [77] early,career [71] scientific,sessions [69] ahameetings,#aha22 Top Word Pairs in Tweet in G3:
[70] research,team [36] present,research [34] heartnews,ahameetings [34] proud,privileged [34] ahascience,weekend [34] looking,forward [34] team,ahascience [34] privileged,work [34] weekend,present [34] #aha2022,#aha22 Top Word Pairs in Tweet in G4:
[60] interested,#cardioonc [55] ahascience,#aha22 [47] #aha22,amp [47] cancer,immunotherapies [45] #cardioonc,#cardioimmunology [43] come,learn [41] medscapecme,cmhc_cme [41] trassafmd,medscapecme [41] oncology_cardio,nicolamaurea [41] #cardioimmunology,come Top Word Pairs in Tweet in G5:
[56] empa,kidney [50] fidelio,#esc21 [50] figaro,fidelio [50] credence,#aha19 [50] dapa,ckd [50] ckd,#esc20 [50] kidney,#aha22 [50] #aha19,dapa [43] basal,characteristics [43] #careme,credence Top Word Pairs in Tweet in G6:
[55] scientific,sessions [49] ranked,one [49] #aha22,press [49] abstract,highest [49] publish,today [49] pre,clinical [49] release,paper [49] press,release [49] '22,abstract [49] verve,101 Top Word Pairs in Tweet in G7:
[89] #cardiovascular,research [89] brightest,minds [89] #aha22,discover [89] findings,breakthroughs [89] breakthroughs,brightest [89] minds,#heartfailure [89] #heartfailure,#cardiovascular [89] discover,latest [89] latest,findings [89] attending,#aha22 Top Word Pairs in Tweet in G8:
[6] scientific,sessions [5] chicago,#aha22 [4] learn,more [4] session,#aha22 [4] stop,booth [4] research,suggests [4] looking,forward [4] new,research [4] #aha22,excited [3] harder,people Top Word Pairs in Tweet in G9:
[13] à,#aha22 [11] ahascience,#cardiotwitter [10] moderated,poster [8] lead,author [8] more,better [8] important,dr [8] dr,banach [8] day,very [8] 000,extra [8] benefits,walking Top Word Pairs in Tweet in G10:
[11] cardiovascular,events [11] randomized,trial [11] apo,iii [11] levels,received [11] pemafibrate,although [11] remnant,cholesterol [11] vldl,cholesterol [11] htg,low [11] lower,patients [11] incidence,cardiovascular 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 G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
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: