The graph represents a network of 1,054 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 1,000 tweets, tweeted between 1/9/2024 12:00:00 AM and 1/16/2024 3:09:41 PM. The network was obtained from Twitter on Tuesday, 16 January 2024 at 14:11 UTC.
The tweets in the network were tweeted over the 2383-day, 1-hour, 56-minute period from Saturday, 08 July 2017 at 13:14 UTC to Tuesday, 16 January 2024 at 15:11 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1054
Unique Edges : 1142
Edges With Duplicates : 303
Total Edges : 1445
Number of Edge Types : 9
Retweet : 767
Replies to : 52
Mentions : 188
MentionsInRetweet : 165
Quote : 34
Tweet : 195
MentionsInReplyTo : 37
MentionsInQuoteReply : 1
MentionsInQuote : 6
Self-Loops : 224
Reciprocated Vertex Pair Ratio : 0.0129032258064516
Reciprocated Edge Ratio : 0.0254777070063694
Connected Components : 150
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 267
Maximum Edges in a Connected Component : 373
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.279018
Graph Density : 0.000990213197676828
Modularity : 0.754289
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 1,054 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 1,000 tweets, tweeted between 1/9/2024 12:00:00 AM and 1/16/2024 3:09:41 PM. The network was obtained from Twitter on Tuesday, 16 January 2024 at 14:11 UTC.
The tweets in the network were tweeted over the 2383-day, 1-hour, 56-minute period from Saturday, 08 July 2017 at 13:14 UTC to Tuesday, 16 January 2024 at 15:11 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : dataviz OR datavis
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:
[92] data,science [80] bikin,#dataviz [80] #dataviz,untuk [79] project,personal [79] kalau,masih [79] untuk,project [79] situs,university [79] coba,cek [79] cek,situs [79] buntu,bikin Top Word Pairs in Tweet in G1:
[77] data,science [57] world,data [57] seemingly,disparate [57] disparate,form [57] trio,world [57] probability,statistics [57] powerful,trio [57] statistics,seemingly [57] form,powerful [56] parajulisaroj16,probability Top Word Pairs in Tweet in G2:
[80] bikin,#dataviz [80] #dataviz,untuk [79] buntu,bikin [79] maryland,yang [79] university,maryland [79] kalau,masih [79] yang,kasih [79] situs,university [79] untuk,project [79] personal,coba Top Word Pairs in Tweet in G3:
[64] griddbcommunity,learn [37] data,gathered [37] county,see [37] quality,data [37] effects,california [37] epa,#la [37] analyzed,air [37] gathered,epa [37] california,wildfires [37] see,effects Top Word Pairs in Tweet in G4:
[6] data,visualization [5] usdt,pnl [4] #dataviz,#infovis [4] #siggraph,#adobecolor [4] #durhamcountylib,#colortheory [4] #colortheory,#visualanalytics [4] #ieeevis,#dataviz [4] #color,#siggraph [4] #colourlovers,#colortheory [4] #dataanalytics,#datascience Top Word Pairs in Tweet in G5:
[23] beyond,statistical [23] significance,five [23] principles,data [23] statistical,significance [23] analysis,reporting [23] five,principles [23] data,analysis [22] rmarkdown,beyond [12] programming,language [12] language,tutorial Top Word Pairs in Tweet in G6:
[4] check,second [4] anything,opening [4] data,visualisation [4] doors,check [4] wondered,#uxdesign [4] second,blogpost [4] opening,doors [4] #uxdesign,anything [3] long,form [3] visualisation,conversations Top Word Pairs in Tweet in G7:
[40] above,pre [40] warmest,year [40] year,record [40] industrial,value [40] record,globe [40] globe,46 [40] pre,industrial [40] comfortably,warmest [39] neilrkaye,comfortably [39] 46,above Top Word Pairs in Tweet in G8:
[4] gusta,discursito [4] discursito,gt [3] casa,papel [2] comiendo,mierda [2] pasar,ramos [2] paz,señor [2] construiré,imperio [2] argentina,pobres [2] siglo,xix [2] decir,mas Top Word Pairs in Tweet in G9:
[14] graphic,looks [14] week's,climate [14] climate,graphic [12] past,20 [12] decline,snowfall [12] gets,underway [12] looks,decline [12] davos,gets [12] underway,week's [12] snowfall,europe Top Word Pairs in Tweet in G10:
[29] more,info [29] dax,mastering [29] evolution,more [29] kpis,evolution [29] mastering,calculation [29] calculation,kpis [28] tomas_kutac_en,dax [28] info,#powerbim [3] data,science [2] revolutionized,business Top Replied-To in Entire Graph:
Top Replied-To in G6:
Top Replied-To in G8:
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: