The graph represents a network of 6,675 Twitter users whose recent tweets contained "#digitalhealth", 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, 15 January 2020 at 13:08 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 55-minute period from Tuesday, 07 January 2020 at 10:38 UTC to Wednesday, 15 January 2020 at 12:33 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 : 6675
Unique Edges : 13984
Edges With Duplicates : 6950
Total Edges : 20934
Number of Edge Types : 5
MentionsInRetweet : 10662
Mentions : 4327
Replies to : 314
Retweet : 3002
Tweet : 2629
Self-Loops : 2834
Reciprocated Vertex Pair Ratio : 0.0201615687357592
Reciprocated Edge Ratio : 0.0395262267343486
Connected Components : 720
Single-Vertex Connected Components : 381
Maximum Vertices in a Connected Component : 5067
Maximum Edges in a Connected Component : 18783
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.974895
Graph Density : 0.000331657648496766
Modularity : 0.547471
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 6,675 Twitter users whose recent tweets contained "#digitalhealth", 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, 15 January 2020 at 13:08 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 55-minute period from Tuesday, 07 January 2020 at 10:38 UTC to Wednesday, 15 January 2020 at 12:33 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 : #digitalhealth
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:
[1447] gt,gt [755] #healthtech,#digitalhealth [702] gt,#digitalhealth [695] digital,health [597] #digitalhealth,#socialmedia [584] #socialmedia,#digitalmarketing [510] #digitalhealth,#healthcare [452] #digitalhealth,#mhealth [446] #digitalhealth,#healthtech [345] #healthcare,#digitalhealth Top Word Pairs in Tweet in G1:
[363] #healthtech,#digitalhealth [228] #healthtech,#ehealth [221] irmaraste,evirahealth [207] #digitalhealth,#healthcare [168] #ehealth,#digitalhealth [159] #digitalhealth,#healthtech [118] #ai,#tech [111] digital,health [107] #digitalhealthces,#digitalhealth [102] #tech,#healthtech Top Word Pairs in Tweet in G2:
[1365] gt,gt [678] gt,#digitalhealth [577] #digitalhealth,#socialmedia [569] #socialmedia,#digitalmarketing [358] #digitalhealth,#mhealth [226] #mhealth,#healthtech [204] #iot,#healthtech [202] digital,health [179] #ai,#iot [165] #healthtech,#mhealth Top Word Pairs in Tweet in G3:
[79] digital,health [58] #jpm20,#digitalhealth [51] #digitalhealth,#healthcare [37] #healthcare,#healthtech [35] looking,forward [35] #digitalhealth,#innovation [34] #digitalhealth,#ehealth [33] #jpm20,#jpm2020 [32] #ai,#digitalhealth [32] #digitalhealth,#healthtech Top Word Pairs in Tweet in G4:
[48] digital,health [20] #hcsmeufr,#esante [20] #esante,#digitalhealth [19] #digitalhealth,#mhealth [18] #healthtech,#digitalhealth [17] #digitalhealth,#healthcare [17] #digitalhealth,#healthtech [16] #healthcare,#digitalhealth [16] #mhealth,#healthtech [15] learn,more Top Word Pairs in Tweet in G5:
[119] #healthtech,#digitalhealth [117] #digitalhealth,#healthcare [115] method,creates [115] creates,structures [115] structures,tiniest [115] tiniest,blood [115] blood,vessels [115] vessels,human [115] human,body [115] body,#innovation Top Word Pairs in Tweet in G6:
[25] evolving,way [25] way,provide [25] provide,guidance [25] guidance,advice [25] #niceconnect,#digitalhealth [25] #digitalhealth,#evidencebasedcare [24] nice,changing [24] changing,re [24] re,evolving [24] advice,watch Top Word Pairs in Tweet in G7:
[71] #hcsmeufr,#esante [71] #esante,#digitalhealth [26] digital,health [20] ces,2020 [15] health,data [13] #digitalhealth,#pharmageek [13] venetian,level [13] level,lando [13] lando,4305 [13] #digitalhealth,#ces2020 Top Word Pairs in Tweet in G8:
[9] roi,design [9] design,healthcare [9] healthcare,inspired [9] inspired,tweet [9] tweet,chrissyfarr [9] chrissyfarr,#digitalhealth [9] #digitalhealth,#design [9] #design,#healthcare [9] #healthcare,#healthdesign [9] #healthdesign,pillpack Top Word Pairs in Tweet in G9:
[10] 1st,paper [10] paper,2020 [10] 2020,published [10] published,jmirpub [10] jmirpub,led [10] led,deborahrwahl [10] deborahrwahl,healthpsykn [10] healthpsykn,unikonstanz [10] unikonstanz,trait [10] trait,measures Top Word Pairs in Tweet in G10:
[20] digital,health [18] abstract,#yearofthenurseandmidwife [10] health,working [9] #nightingale2020,gives [9] gives,platform [9] platform,shape [9] shape,profile [9] profile,future [9] future,#nurse [9] #nurse,#midwife 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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Top Tweeters in G10: