The graph represents a network of 7,592 Twitter users whose recent tweets contained "#dataviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 03 March 2020 at 10:42 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 1-minute period from Monday, 24 February 2020 at 03:11 UTC to Tuesday, 03 March 2020 at 10:12 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 : 7592
Unique Edges : 11902
Edges With Duplicates : 3707
Total Edges : 15609
Number of Edge Types : 5
Mentions : 2314
Retweet : 3686
Replies to : 230
MentionsInRetweet : 7600
Tweet : 1779
Self-Loops : 1826
Reciprocated Vertex Pair Ratio : 0.00755500207555002
Reciprocated Edge Ratio : 0.0149967040210943
Connected Components : 604
Single-Vertex Connected Components : 298
Maximum Vertices in a Connected Component : 6022
Maximum Edges in a Connected Component : 13344
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.148693
Graph Density : 0.00021058157856782
Modularity : 0.71327
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 7,592 Twitter users whose recent tweets contained "#dataviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 03 March 2020 at 10:42 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 1-minute period from Monday, 24 February 2020 at 03:11 UTC to Tuesday, 03 March 2020 at 10:12 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 : #dataviz
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2044] gt,gt [883] #maps,#dataviz [868] #coronavirus,amid [868] amid,efforts [868] efforts,reduce [868] reduce,pollution [868] pollution,#china [868] #china,signal [868] signal,quarantines [868] quarantines,remains Top Word Pairs in Tweet in G1:
[853] #coronavirus,amid [853] amid,efforts [853] efforts,reduce [853] reduce,pollution [853] pollution,#china [853] #china,signal [853] signal,quarantines [853] quarantines,remains [853] remains,clear [853] clear,unlike Top Word Pairs in Tweet in G2:
[2033] gt,gt [277] #bigdata,#dataviz [233] #datascience,#ai [215] #dataviz,#bigdata [205] #ai,#ml [197] mikequindazzi,gt [194] 12,ways [194] ways,bring [194] bring,#dataanalytics [194] #dataanalytics,life Top Word Pairs in Tweet in G3:
[414] #rstats,#dataviz [145] geom,ggplot [145] ggplot,geom_bump [145] geom_bump,shows [145] shows,rank [145] rank,over [145] over,time [145] time,check [145] check,github [145] github,#rstats Top Word Pairs in Tweet in G4:
[76] #datavis,#dataviz [73] #journalism,#media [72] computation,journalism [72] journalism,conf [72] conf,intersection [72] intersection,between [72] between,data [72] data,computer [72] computer,science [72] science,journalism Top Word Pairs in Tweet in G5:
[335] project,dutch [335] dutch,railways [335] railways,ns_online [335] ns_online,created [335] created,interactive [335] interactive,#dataviz [335] #dataviz,2019 [335] 2019,annual [335] annual,report [335] report,shows Top Word Pairs in Tweet in G6:
[18] morte#1,masculino [18] #mapa,#violencia [18] #violencia,#dadosabertos [18] #dadosabertos,#transparencia [18] #transparencia,#dataviz [18] #dataviz,#visualizacao [15] sp,morte [15] morte,morte#1 [11] #dataviz,#datavisualization [10] use,vega Top Word Pairs in Tweet in G7:
[192] #datascience,#analytics [191] programming,languages [190] history,top [190] top,programming [190] languages,1965 [190] 1965,2019 [190] 2019,#coding [190] #coding,#datascience [190] #analytics,#dataviz [190] #dataviz,#python Top Word Pairs in Tweet in G8:
[206] pie,chart [204] use,case [202] year,little [202] little,one [202] one,pizza [202] pizza,slices [202] slices,pizza [202] pizza,box [202] box,one [202] one,small Top Word Pairs in Tweet in G9:
[195] #rstats,#dataviz [187] learn,#rstats [187] #dataviz,#tidyverse [187] #tidyverse,more [187] self,paced [180] free,online [179] online,#datascience [179] #datascience,our_codingclub [179] our_codingclub,course [179] course,live Top Word Pairs in Tweet in G10:
[20] #coronavirus,#dataviz [18] south,korea [17] #dataviz,#howmuchdataviz [15] cases,rising [14] #covid19,#dataviz [14] #coronavirus,cases [12] outside,china [11] #coronavirus,#epidemiology [11] #dataviz,#publichealth [11] #publichealth,#epidemiology Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Replied-To in G10:
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 G10: