The graph represents a network of 731 Twitter users whose recent tweets contained "#WMIF19", 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 Tuesday, 09 April 2019 at 16:40 UTC.
The tweets in the network were tweeted over the 9-day, 18-hour, 32-minute period from Saturday, 30 March 2019 at 22:04 UTC to Tuesday, 09 April 2019 at 16:37 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 : 731
Unique Edges : 1552
Edges With Duplicates : 2025
Total Edges : 3577
Self-Loops : 341
Reciprocated Vertex Pair Ratio : 0.0739710789766407
Reciprocated Edge Ratio : 0.137752459865355
Connected Components : 32
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 685
Maximum Edges in a Connected Component : 3519
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.234161
Graph Density : 0.00361861214699324
Modularity : 0.319247
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[131] phsinnovation,#wmif19 [129] medical,innovation [105] world,medical [102] pharma_bi,aviva1950 [101] innovation,forum [59] #wmif19,phsinnovation [55] looking,forward [52] first,look [51] jensen,huang [47] #wmif19,evankristel Top Word Pairs in Tweet in G1:
[36] phsinnovation,#wmif19 [23] innovation,forum [22] world,medical [22] medical,innovation [20] #wmif19,phsinnovation [20] nvidia,ceo [19] jensen,huang [18] pharma_bi,aviva1950 [18] #wmif,#wmif19 [17] looking,forward Top Word Pairs in Tweet in G2:
[77] pharma_bi,aviva1950 [72] phsinnovation,#wmif19 [50] medical,innovation [38] #wmif19,evankristel [38] evankristel,pharma_bi [31] first,look [30] today,s [25] world,medical [25] innovation,forum [24] aviva1950,phsinnovation Top Word Pairs in Tweet in G3:
[19] world,medical [19] medical,innovation [15] deepakchopra,secazar [15] secazar,seemacms [14] innovation,forum [10] purehealthcare,purestorage [10] closing,thought [10] thought,leave [10] leave,#wmif19 [10] #wmif19,federal Top Word Pairs in Tweet in G4:
[28] announced,#wmif19 [28] #wmif19,radiologyacr [28] radiologyacr,ai [28] ai,lab [28] lab,integrates [28] integrates,nvidia [28] nvidia,clara [28] clara,#ai [28] #ai,toolkit [28] toolkit,enabling Top Word Pairs in Tweet in G5:
[19] more,sophisticated [19] sophisticated,brain [19] brain,scans [19] scans,combining [19] combining,#artificialintelligence [19] #artificialintelligence,produce [19] produce,tools [19] tools,track [19] track,thoughts [18] evankirstel,more Top Word Pairs in Tweet in G6:
[15] r,d [13] #wmif19,bayerpharma [12] week,#wmif19 [12] bayerpharma,executives [12] executives,discuss [12] discuss,ways [12] ways,healthcare [12] healthcare,benefit [12] benefit,ai [12] ai,transforming Top Word Pairs in Tweet in G7:
[7] #ai,#wmif19 [7] huang,nvidia [6] nvidia,#wmif19 [5] #vocal,#biomarkers [5] re,renaissance [5] renaissance,#voice [5] voice,assistants [5] assistants,#healthcare [5] #healthcare,johnbrownstein [5] johnbrownstein,chief Top Word Pairs in Tweet in G8:
[9] phsinnovation,#wmif19 [8] strategy,lead [8] lead,mbrozinsky [6] diana,nole [6] new,models [6] models,care [6] care,delivery [6] ai,oncology [6] conversa,strategy [5] consumer,healthcare Top Word Pairs in Tweet in G9:
[7] evan,kirstel [7] kirstel,#wmif19 [4] #wmif19,evankirstel [4] check,out [3] world,medical [3] medical,innovation [3] innovation,forum [3] 8,10 [3] automatic,20 [3] 20,discount Top Word Pairs in Tweet in G10:
[12] الابتكار,الطبي [12] الطبي,العالمي [11] في,هذه [11] هذه,السلسلة [11] السلسلة,من [11] من,التغريدات [11] التغريدات,سوف [11] سوف,ألخص [11] ألخص,احداث [11] احداث,اليوم 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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