The graph represents a network of 1,302 Twitter users whose recent tweets contained "#imaging", 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, 27 August 2019 at 16:21 UTC.
The tweets in the network were tweeted over the 9-day, 11-hour, 58-minute period from Sunday, 18 August 2019 at 04:11 UTC to Tuesday, 27 August 2019 at 16:10 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 : 1302
Unique Edges : 2053
Edges With Duplicates : 1033
Total Edges : 3086
Self-Loops : 701
Reciprocated Vertex Pair Ratio : 0.0437072143233281
Reciprocated Edge Ratio : 0.0837537840565086
Connected Components : 311
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 191
Maximum Edges in a Connected Component : 824
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.903684
Graph Density : 0.00117007949692485
Modularity : 0.634767
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[373] #robotics,#ai [330] #imaging,#3d [330] #3d,#facialrecognition [264] camera,module [255] #robot,#machinevision [254] #vr,#ar [248] #hardware,#medical [247] #industrial,#imaging [242] #artificialintelligence,#hardware [239] #ar,#vision Top Word Pairs in Tweet in G1:
[27] #imaging,#healthcare [18] link,bio [14] glasses,free [14] free,3d [14] 3d,big [14] big,thing [14] thing,smartphones [14] smartphones,tvs [14] tvs,tablets [14] tablets,digital Top Word Pairs in Tweet in G2:
[51] #imaging,#radiology [35] #radiology,#imaging [32] #radiology,#healthcare [20] #imaging,#healthcare [18] #healthcare,#radiology [17] rsna,radiology_rsna [13] #ai,data [13] #radiology,radiologyacr [12] impact,patient [12] patient,care Top Word Pairs in Tweet in G3:
[66] welcome,martin [66] martin,lab [66] lab,recruiting [66] recruiting,#imaging [66] #imaging,#cytoskeleton [66] #cytoskeleton,#membranes [66] #membranes,love [66] love,understand [66] understand,mechanisms [66] mechanisms,looking Top Word Pairs in Tweet in G4:
[23] imaging,residual [23] residual,inflammatory [23] inflammatory,#cardiovascular [23] #cardiovascular,risk [23] risk,overview [23] overview,growing [23] growing,field [23] field,cardiovascular [23] cardiovascular,#inflammation [23] #inflammation,#imaging Top Word Pairs in Tweet in G5:
[350] #robotics,#ai [308] #imaging,#3d [308] #3d,#facialrecognition [244] camera,module [238] #robot,#machinevision [237] #vr,#ar [233] #hardware,#medical [230] #industrial,#imaging [225] #artificialintelligence,#hardware [222] #ar,#vision Top Word Pairs in Tweet in G6:
[28] interested,stem [28] stem,cell [28] cell,niche [28] niche,tumor [28] tumor,microenvironment [28] microenvironment,join [28] join,looking [28] looking,highly [28] highly,motivated [28] motivated,post Top Word Pairs in Tweet in G7:
[22] #robotics,#ai [21] #imaging,#3d [21] #3d,#facialrecognition [20] camera,module [17] #artificialintelligence,#hardware [17] #industrial,#imaging [17] #robot,#machinevision [17] #vr,#ar [17] #ar,#vision [17] #vision,#computervison Top Word Pairs in Tweet in G8:
[27] happy,present [27] present,new [27] new,fluorescent [27] fluorescent,#probes [27] #probes,#superresolution [27] #superresolution,#paint [27] #paint,#imaging [27] #imaging,nanoscopic [27] nanoscopic,organization [27] organization,#membranes Top Word Pairs in Tweet in G9:
[16] #imaging,#nanotechnology [16] #nanotechnology,#imaging [15] #imaging,#microscopy [13] sheds,light [12] #nanotechnology,#microscopy [11] new,nanotechnology [11] nanotechnology,imaging [11] imaging,technique [11] technique,sheds [11] light,dna Top Word Pairs in Tweet in G10:
[25] #mammary,tissue [23] new,preprint [23] preprint,encouraged [23] encouraged,david [23] david,hume [23] hume,try [23] try,deep [23] deep,#imaging [23] #imaging,#mammary [23] tissue,macgreen Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G8:
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: