The graph represents a network of 1,564 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 Thursday, 11 July 2019 at 05:09 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 46-minute period from Tuesday, 02 July 2019 at 13:20 UTC to Thursday, 11 July 2019 at 05:06 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 : 1564
Unique Edges : 4575
Edges With Duplicates : 2660
Total Edges : 7235
Self-Loops : 460
Reciprocated Vertex Pair Ratio : 0.0496554519659505
Reciprocated Edge Ratio : 0.0946128596254103
Connected Components : 39
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 1498
Maximum Edges in a Connected Component : 7155
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.087118
Graph Density : 0.00211860593356929
Modularity : 0.344812
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[369] data,science [192] #user2019,#rstats [188] #user2019,tutorials [171] catch,up [167] up,#user2019 [167] already,available [166] want,catch [166] tutorials,missed [166] missed,materials [166] materials,14 Top Word Pairs in Tweet in G1:
[123] #user2019,#rstats [109] #rstats,#user2019 [74] user2019_conf,#user2019 [56] data,science [41] #user2019,tutorials [38] thanks,everyone [34] looking,forward [31] #rladies,#user2019 [30] tutorial,user2019_conf [29] catch,up Top Word Pairs in Tweet in G2:
[232] data,science [84] love,juliesquid [82] juliesquid,non [82] non,elitist [82] elitist,more [82] more,inclusive [82] inclusive,definition [82] definition,data [82] science,data [82] science,ai Top Word Pairs in Tweet in G3:
[82] #user2019,tutorials [81] want,catch [81] catch,up [81] up,#user2019 [81] tutorials,missed [81] missed,materials [81] materials,14 [81] 14,out [81] out,18 [81] 18,already Top Word Pairs in Tweet in G4:
[52] really,cool [51] wow,spatial [51] spatial,data [51] data,space [51] space,time [51] time,cubes [51] cubes,stars [51] stars,#rspatial [51] #rspatial,package [51] package,really Top Word Pairs in Tweet in G5:
[39] talk,#user2019 [35] code,tidyr [35] tidyr,talk [35] #user2019,rstudio [35] rstudio,cloud [35] cloud,instance [35] instance,want [35] want,try [35] try,out [35] out,without Top Word Pairs in Tweet in G6:
[49] #rladies,#user2019 [47] hello,#rladies [44] rladiesglobal,hello [32] ledell,hfcfrick [26] talk,#user2019 [26] automatic,explainable [24] two,co [24] co,founders [24] founders,ledell [24] hfcfrick,gave Top Word Pairs in Tweet in G7:
[25] modeling,packages [21] attending,workshop [21] workshop,creating [21] creating,modeling [21] packages,designed [21] designed,humans [21] humans,today [21] today,user2019_conf [21] user2019_conf,find [20] dvaughan32,attending Top Word Pairs in Tweet in G8:
[56] shiny,dashboard [53] stuck,home [53] home,bad [53] bad,case [53] case,#user2019 [53] #user2019,fomo [53] fomo,use [53] use,shiny [53] dashboard,made [53] made,keep Top Word Pairs in Tweet in G9:
[3] toulouse,#user2019 [2] thursday,july [2] #user2019,#trick [2] gala,dinner Top Word Pairs in Tweet in G10:
[3] javascript,jquery [3] jquery,missing [3] missing,manual [3] manual,3rd [3] 3rd,edition [3] edition,javascriptdaily [3] javascriptdaily,javascript [3] javascript,tcs [3] tcs,jqueryrepo [2] shroffpub,javascript 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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