The graph represents a network of 2,482 Twitter users whose recent tweets contained "#rstudioconf", 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, 31 January 2020 at 14:58 UTC.
The tweets in the network were tweeted over the 7-day, 17-hour, 37-minute period from Thursday, 23 January 2020 at 19:32 UTC to Friday, 31 January 2020 at 13:09 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 : 2482
Unique Edges : 7081
Edges With Duplicates : 3830
Total Edges : 10911
Number of Edge Types : 5
MentionsInRetweet : 5011
Retweet : 2665
Tweet : 1040
Replies to : 411
Mentions : 1784
Self-Loops : 1046
Reciprocated Vertex Pair Ratio : 0.024329627207325
Reciprocated Edge Ratio : 0.0475035116843315
Connected Components : 74
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 2402
Maximum Edges in a Connected Component : 10828
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.293408
Graph Density : 0.00127171174577068
Modularity : 0.348025
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 2,482 Twitter users whose recent tweets contained "#rstudioconf", 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, 31 January 2020 at 14:58 UTC.
The tweets in the network were tweeted over the 7-day, 17-hour, 37-minute period from Thursday, 23 January 2020 at 19:32 UTC to Friday, 31 January 2020 at 13:09 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 : #rstudioconf
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[681] #rstudioconf,#rstudioconf2020 [548] #rstudioconf,#rstats [366] #rstudioconf,talk [358] data,science [312] #rstudioconf2020,#rstudioconf [294] rstudio,conf [277] #rstats,#rstudioconf [252] slides,#rstudioconf [218] machine,learning [214] conf,2020 Top Word Pairs in Tweet in G1:
[207] #rstudioconf,#rstudioconf2020 [153] #rstudioconf,#rstats [117] machine,learning [96] #rstudioconf,talk [91] talk,#rstudioconf [79] slides,#rstudioconf [75] #rstats,#rstudioconf [75] object,type [71] github,actions [69] type,'closure' Top Word Pairs in Tweet in G2:
[290] #rstudioconf,#rstudioconf2020 [219] #rstudioconf,#rstats [171] data,science [171] #rstudioconf2020,#rstudioconf [140] #rstats,#rstudioconf [94] #rstudioconf,talk [68] open,source [68] slides,#rstudioconf [66] rstudio,conf [59] talk,#rstudioconf Top Word Pairs in Tweet in G3:
[57] preparing,#rstudioconf [38] #rstudioconf,talk [32] beautiful,map [29] #rstudioconf,#rstats [28] watch,party [27] #rstudioconf,#rstudioconf2020 [26] data,science [26] #rstudioconf,watch [24] hey,#rstats [24] #rstats,#gischat Top Word Pairs in Tweet in G4:
[56] rstudio,conf [48] #rstudioconf,#rstudioconf2020 [43] conf,2020 [35] #rstudioconf2020,#rstats [31] #rstudioconf,#rstats [28] 2020,agenda [28] agenda,available [28] available,machine [28] machine,readable [28] readable,form Top Word Pairs in Tweet in G5:
[57] popular,language [57] language,priority [57] priority,missing [57] missing,#rstudioconf2020 [57] #rstudioconf2020,over [57] over,2200 [57] 2200,attendees [57] attendees,year [57] year,#rstudioconf [51] #rstudioconf,#rstudioconf2020 Top Word Pairs in Tweet in G6:
[72] #rstudioconf,talk [68] slides,#rstudioconf [66] talk,site [48] glamour,graphics [45] talk,glamour [41] graphics,#rstudioconf [39] come,talk [39] visualization,session [38] please,come [38] #rstudioconf,during Top Word Pairs in Tweet in G7:
[52] hey,look [52] look,thing [52] thing,really [40] folks,#rstudioconf [38] several,folks [38] #rstudioconf,told [38] told,curious [38] curious,tidyverse [38] tidyverse,little [38] little,overwhelmed Top Word Pairs in Tweet in G8:
[39] rstudio,conf [37] conf,2020 [35] views,rstudio [35] 2020,workshops [35] workshops,rstudiojoe [35] rstudiojoe,reviews [35] reviews,18 [35] 18,courses [35] courses,offer [35] offer,find Top Word Pairs in Tweet in G9:
[49] #rstudioconf,#rstats [46] excel,users [42] allison_horst,jamiecmonty [42] jamiecmonty,ecouture9 [38] thanks,allison_horst [38] available,#rstudioconf [37] wrap,excel [37] users,thanks [37] thanks,great [37] great,attendees Top Word Pairs in Tweet in G10:
[3] talk,#rstudioconf [3] next,year [2] #rstudioconf,next [2] day,deep [2] #rstats,#data [2] #data,#ggplot2 [2] #ggplot2,#dataviz [2] #dataviz,#rstudio [2] #rstudio,#visualization [2] #visualization,#rstudioconf Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G4:
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Top Tweeters in G10: