The graph represents a network of 3,946 Twitter users whose recent tweets contained "#HIMSS21", 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, 11 August 2021 at 01:29 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 11-minute period from Monday, 02 August 2021 at 20:58 UTC to Wednesday, 11 August 2021 at 01:09 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 : 3946
Unique Edges : 9284
Edges With Duplicates : 7947
Total Edges : 17231
Number of Edge Types : 5
Retweet : 4367
Mentions : 4222
Replies to : 538
MentionsInRetweet : 5957
Tweet : 2147
Self-Loops : 2217
Reciprocated Vertex Pair Ratio : 0.0648460774577954
Reciprocated Edge Ratio : 0.121794273990488
Connected Components : 434
Single-Vertex Connected Components : 320
Maximum Vertices in a Connected Component : 3298
Maximum Edges in a Connected Component : 16282
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.872308
Graph Density : 0.000688830260481006
Modularity : 0.446664
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,946 Twitter users whose recent tweets contained "#HIMSS21", 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, 11 August 2021 at 01:29 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 11-minute period from Monday, 02 August 2021 at 20:58 UTC to Wednesday, 11 August 2021 at 01:09 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 : #HIMSS21
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[377] #himss21,digital [343] learn,more [314] 7,ways [272] healthcare,#himss21 [232] transforming,healthcare [231] ways,ai [231] ai,transforming [230] check,out [228] next,week [185] #digitalhealth,#himss21 Top Word Pairs in Tweet in G1:
[266] #himss21,digital [78] during,#himss21 [76] delta,variant [72] here,#himss21 [71] #digitalhealth,#himss21 [70] check,out [67] himss,#himss21 [67] looking,forward [66] learn,more [56] #himss21,#bethechange Top Word Pairs in Tweet in G2:
[69] #himss21,digital [58] booth,c300 [54] global,health [53] #himss21,vegas [48] identity,#accessmanagement [48] #cyberresilience,himss [43] learn,more [43] #accessmanagement,experts [37] next,week [32] #himss21,#bethechange Top Word Pairs in Tweet in G3:
[102] irmaraste,evirahealth [96] evirahealth,#digitalhealth [90] remote,procedure [90] procedure,london [90] london,based [90] based,surgeon [90] surgeon,californian [90] californian,banana [90] banana,irmaraste [90] irmaraste,zgjr Top Word Pairs in Tweet in G4:
[44] learn,more [28] stop,booth [27] next,week [24] #himss21,vegas [17] digital,park [17] 9th,13th [16] august,9 [16] 9,13 [16] healthcare,life [16] life,sciences Top Word Pairs in Tweet in G5:
[296] 7,ways [220] ways,ai [220] ai,transforming [220] transforming,healthcare [220] healthcare,#himss21 [76] ways,#ai [76] #ai,transforming [76] transforming,#healthcare [74] #healthcare,v [74] v,wef Top Word Pairs in Tweet in G6:
[58] decision,making [45] right,treatment [45] treatment,strategy [38] deciding,right [35] learn,more [31] digital,transformation [28] physicians,make [28] #ai,help [27] help,physicians [27] make,sure Top Word Pairs in Tweet in G7:
[19] next,week [18] attending,#himss21 [14] looking,forward [14] himss,approaches [14] covid,19 [12] approaches,plans [12] plans,health [12] health,tech [12] tech,s [12] s,biggest Top Word Pairs in Tweet in G8:
[22] learn,more [15] next,week [15] stop,booth [14] attending,#himss21 [13] #himss21,find [13] don,t [13] t,miss [13] #backup,recovery [13] recovery,#datamanagement [12] command,center Top Word Pairs in Tweet in G9:
[59] partner,pavilion [48] #digitalemployeeexperience,#healthcare [36] pavilion,#himss21 [30] register,today [29] medical,imaging [22] alliance,manager [19] shares,exciting [18] lub,dub [17] ready,partner [17] check,out Top Word Pairs in Tweet in G10:
[17] #hie,#interoperability [13] interoperability,showcase [13] learn,more [12] #himss21,join [12] ceo,melissakotrys [12] #himss21,session [10] 8,10 [9] machine,learning [9] check,out [9] session,enhancing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Replied-To in G8:
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:
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Top Mentioned in G7:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: