The graph represents a network of 2,597 Twitter users whose tweets in the requested range contained "rstats", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 March 2019 at 17:44 UTC.
The requested start date was Friday, 22 March 2019 at 17:41 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 2-day, 9-hour, 46-minute period from Tuesday, 19 March 2019 at 21:33 UTC to Friday, 22 March 2019 at 07:20 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 : 2597
Unique Edges : 4323
Edges With Duplicates : 2366
Total Edges : 6689
Self-Loops : 746
Reciprocated Vertex Pair Ratio : 0.0161290322580645
Reciprocated Edge Ratio : 0.0317460317460317
Connected Components : 92
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 2335
Maximum Edges in a Connected Component : 6370
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.713761
Graph Density : 0.000644782144622247
Modularity : 0.516572
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1455] bigdata,analytics [1285] datascience,ai [1228] analytics,datascience [926] ai,machinelearning [747] iot,iiot [567] machinelearning,iot [395] iiot,pytorch [377] gather,spread [330] heard,rumour [330] rumour,gather Top Word Pairs in Tweet in G1:
[282] gather,spread [281] heard,rumour [281] rumour,gather [281] spread,going [281] going,away [281] away,simply [281] simply,true [281] true,ll [281] ll,stay [281] stay,around Top Word Pairs in Tweet in G2:
[71] bigdata,analytics [62] analytics,datascience [61] datascience,ai [60] cran,updates [42] ai,machinelearning [35] data,science [31] rstats,datascience [30] iot,iiot [28] machinelearning,iot [23] cranberriesfeed,cran Top Word Pairs in Tweet in G3:
[45] data,science [31] til,embed [31] embed,code [31] code,download [31] download,button [31] button,html [31] html,rmarkdown [31] rmarkdown,doc [31] doc,users [31] users,click Top Word Pairs in Tweet in G4:
[1333] bigdata,analytics [1180] datascience,ai [1120] analytics,datascience [852] ai,machinelearning [691] iot,iiot [519] machinelearning,iot [371] iiot,pytorch [282] python,rstats [268] pytorch,python [201] javascript,reactjs Top Word Pairs in Tweet in G5:
[38] bigdata,analytics [33] analytics,datascience [32] datascience,ai [22] ai,machinelearning [17] iot,iiot [14] segmentation,clustering [14] machinelearning,iot [12] dataandme,icymi [8] icymi,treasure [8] treasure,trove Top Word Pairs in Tweet in G6:
[19] women,leading [19] leading,artificial [19] artificial,intelligence [19] intelligence,industry [19] industry,interview [19] interview,juliejossestat [19] juliejossestat,author [19] author,rstats [19] rstats,packages [19] packages,including Top Word Pairs in Tweet in G7:
[75] rstats,datascience [18] r,rstats [18] pivoting,data [18] data,frames [18] frames,easier [18] easier,thanks [18] thanks,pivot_wide [18] pivot_wide,pivot_long [18] pivot_long,rstats [17] rbloggers,pivoting Top Word Pairs in Tweet in G8:
[28] check,out [28] out,excellent [28] excellent,rstats [28] rstats,script [28] script,emilyandthelime [28] emilyandthelime,builds [28] builds,automated [28] automated,cv [28] cv,citation [28] citation,counts Top Word Pairs in Tweet in G9:
[12] programming,r [11] now,available [10] best,practices [10] rstudio,production [10] cheatsheet,parallel [10] parallel,programming [10] r,heart [10] heart,cheatsheet [10] cheatsheet,based [10] based,parallel Top Word Pairs in Tweet in G10:
[14] new,ropensci [14] ropensci,citation [14] used,rstats [13] country,centroids [13] centroids,global [13] global,biodiversity [13] biodiversity,data [13] data,gbif [13] gbif,data [13] data,publishers Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: