The graph represents a network of 6,516 Twitter users whose recent tweets contained "#rstats", 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 Saturday, 09 November 2019 at 12:35 UTC.
The tweets in the network were tweeted over the 7-day, 1-hour, 20-minute period from Saturday, 02 November 2019 at 10:30 UTC to Saturday, 09 November 2019 at 11:51 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 : 6516
Unique Edges : 14002
Edges With Duplicates : 11129
Total Edges : 25131
Self-Loops : 2404
Reciprocated Vertex Pair Ratio : 0.0188461799200054
Reciprocated Edge Ratio : 0.0369951427240668
Connected Components : 37
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 6396
Maximum Edges in a Connected Component : 24954
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.421878
Graph Density : 0.000354025535820204
Modularity : 0.43641
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 6,516 Twitter users whose recent tweets contained "#rstats", 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 Saturday, 09 November 2019 at 12:35 UTC.
The tweets in the network were tweeted over the 7-day, 1-hour, 20-minute period from Saturday, 02 November 2019 at 10:30 UTC to Saturday, 09 November 2019 at 11:51 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #rstats
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4978] #iot,#iiot [4950] #javascript,#reactjs [4893] #python,#rstats [4865] #reactjs,#golang [4834] #bigdata,#analytics [4806] #cloudcomputing,#serverless [4805] #golang,#cloudcomputing [4784] #serverless,#datascientist [4710] #datascientist,#linux [4477] #datascience,#ai Top Word Pairs in Tweet in G1:
[403] #tidyverse,#rstats [362] #rstats,#datascience [254] #python,#rstats [252] #iot,#iiot [246] #bigdata,#analytics [244] #javascript,#reactjs [232] #reactjs,#golang [227] #datascience,#ai [223] #ai,#machinelearning [223] #golang,#cloudcomputing Top Word Pairs in Tweet in G2:
[242] #rstats,#datascience [191] #rstats,#dataviz [175] now,available [171] excited,announce [169] available,cran [168] announce,renv [162] learn,more [162] #rstats,#rstatsdc [145] #apachespark,#rstats [125] 2,0 Top Word Pairs in Tweet in G3:
[4643] #iot,#iiot [4623] #javascript,#reactjs [4551] #reactjs,#golang [4508] #bigdata,#analytics [4502] #python,#rstats [4500] #cloudcomputing,#serverless [4499] #golang,#cloudcomputing [4478] #serverless,#datascientist [4411] #datascientist,#linux [4165] #datascience,#ai Top Word Pairs in Tweet in G4:
[164] #rstats,#rspatial [141] #30daymapchallenge,day [136] tools,#rstats [135] #rspatial,#ggplot2 [97] #dataviz,#rstats [95] #rstats,#maps [92] bosnia,herzegovina [80] dot,density [68] #maps,#rstats [61] #rstats,#dataviz Top Word Pairs in Tweet in G5:
[154] kjell,johnson [153] calling,#rstats [153] copy,#featureengineering [153] #featureengineering,selection [153] selection,max [153] max,kuhn [153] kuhn,kjell [153] next,week [152] #rstats,enthusiasts [152] enthusiasts,giving Top Word Pairs in Tweet in G6:
[380] #tidyverse,#rstats [65] machine,learning [58] azure,machine [50] details,#rstats [48] learning,now [48] now,supports [48] supports,r [48] r,create [48] create,azure [48] azure,compute Top Word Pairs in Tweet in G7:
[262] #rstats,#datascience [257] https,t [257] t,co [47] #datascience,#rstats [46] #rstats,#pydata [44] small,sample [44] sample,sizes [44] sizes,make [44] make,world [44] world,seem Top Word Pairs in Tweet in G8:
[122] excited,announce [121] super,excited [121] announce,#rstats [121] #rstats,textbook [121] textbook,scheduled [121] scheduled,come [121] come,out [121] out,few [121] few,weeks [121] weeks,already Top Word Pairs in Tweet in G9:
[83] #rstats,#rstatses [48] hoy,nos [48] nos,aceptaron [48] aceptaron,cran [48] cran,paquete [48] paquete,#presentes [48] #presentes,hicimos [48] hicimos,junto [48] junto,vazquezbrust [48] vazquezbrust,demzayat Top Word Pairs in Tweet in G10:
[80] #rstats,package [67] out,here [66] here,wondering [66] wondering,wish [66] wish,know [66] know,gender [66] gender,people [66] people,names [66] names,well [66] well,we've Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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:
Top Mentioned in G8:
Top Mentioned in G9:
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: