The graph represents a network of 2,159 Twitter users whose recent tweets contained "#user2019", 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 Friday, 12 July 2019 at 17:30 UTC.
The tweets in the network were tweeted over the 9-day, 10-hour, 25-minute period from Wednesday, 03 July 2019 at 06:54 UTC to Friday, 12 July 2019 at 17:19 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 : 2159
Unique Edges : 7035
Edges With Duplicates : 5067
Total Edges : 12102
Self-Loops : 752
Reciprocated Vertex Pair Ratio : 0.0580587023686921
Reciprocated Edge Ratio : 0.109745711157075
Connected Components : 42
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 2091
Maximum Edges in a Connected Component : 12013
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.08155
Graph Density : 0.00176406627686504
Modularity : 0.298826
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[465] data,science [314] #user2019,#rstats [269] #rstats,#user2019 [230] user2019_conf,#user2019 [207] talk,#user2019 [191] #user2019,tutorials [184] #user2019,talk [175] catch,up [172] up,#user2019 [171] already,available Top Word Pairs in Tweet in G1:
[319] data,science [103] love,juliesquid [103] juliesquid,non [103] non,elitist [103] elitist,more [103] more,inclusive [103] inclusive,definition [103] definition,data [103] science,data [103] science,ai Top Word Pairs in Tweet in G2:
[187] #rstats,#user2019 [166] #user2019,#rstats [123] user2019_conf,#user2019 [69] data,science [58] check,out [56] looking,forward [53] #user2019,talk [46] #user2019,conference [45] #user2019,keynote [42] day,#user2019 Top Word Pairs in Tweet in G3:
[58] talk,#user2019 [53] #user2019,#rstats [50] rstudio,cloud [49] try,out [48] code,tidyr [48] tidyr,talk [48] #user2019,rstudio [48] cloud,instance [48] instance,want [48] want,try Top Word Pairs in Tweet in G4:
[34] user2019_conf,#user2019 [19] #rstats,#user2019 [15] #user2019,#rstats [12] #rstats,user2019_conf [12] #user2019,talk [11] revodavid,#user2019 [11] today,user2019_conf [11] data,science [11] #user2019,user2019_conf [10] maxheld,came Top Word Pairs in Tweet in G5:
[53] #rspatial,package [52] wow,spatial [52] spatial,data [52] data,space [52] space,time [52] time,cubes [52] cubes,stars [52] stars,#rspatial [52] package,really [52] really,cool Top Word Pairs in Tweet in G6:
[86] catch,up [85] want,catch [85] up,#user2019 [85] #user2019,tutorials [85] tutorials,missed [85] missed,materials [85] materials,14 [85] 14,out [85] out,18 [85] 18,already Top Word Pairs in Tweet in G7:
[20] high,dimensional [18] next,#user2019 [18] dimensional,data [13] juliasilge,next [12] #user2019,high [11] hear,physicists [11] physicists,#rstats [11] #rstats,conferences [11] conferences,uschilaa [11] uschilaa,speaks Top Word Pairs in Tweet in G8:
[53] shiny,dashboard [50] stuck,home [50] home,bad [50] bad,case [50] case,#user2019 [50] #user2019,fomo [50] fomo,use [50] use,shiny [50] dashboard,made [50] made,keep Top Word Pairs in Tweet in G9:
[14] talk,#user2019 [11] #user2019,#rstats [10] slides,talk [10] #rstats,now [9] great,presentation [9] teebzr,slides [7] reproducible,research [7] connecting,#r [6] #user2019,user2019_conf [5] user2019_conf,#user2019 Top Word Pairs in Tweet in G10:
[3] toulouse,#user2019 [2] gala,dinner 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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