The graph represents a network of 1,067 Twitter users whose recent tweets contained "dataviz", 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 1:29:30 PM. The network was obtained from Twitter on Tuesday, 16 January 2024 at 12:35 UTC.
The tweets in the network were tweeted over the 2383-day, 0-hour, 21-minute period from Saturday, 08 July 2017 at 13:14 UTC to Tuesday, 16 January 2024 at 13:35 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 : 1067
Unique Edges : 1156
Edges With Duplicates : 289
Total Edges : 1445
Number of Edge Types : 9
Retweet : 782
Replies to : 53
MentionsInRetweet : 164
Mentions : 185
MentionsInReplyTo : 41
Quote : 30
Tweet : 183
MentionsInQuoteReply : 1
MentionsInQuote : 6
Self-Loops : 213
Reciprocated Vertex Pair Ratio : 0.0109389243391067
Reciprocated Edge Ratio : 0.0216411181244364
Connected Components : 151
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 285
Maximum Edges in a Connected Component : 385
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.118497
Graph Density : 0.000975011912904797
Modularity : 0.761156
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 1,067 Twitter users whose recent tweets contained "dataviz", 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 1:29:30 PM. The network was obtained from Twitter on Tuesday, 16 January 2024 at 12:35 UTC.
The tweets in the network were tweeted over the 2383-day, 0-hour, 21-minute period from Saturday, 08 July 2017 at 13:14 UTC to Tuesday, 16 January 2024 at 13:35 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
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:
[102] 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:
[87] data,science [57] seemingly,disparate [57] trio,world [57] form,powerful [57] powerful,trio [57] probability,statistics [57] statistics,seemingly [57] disparate,form [57] world,data [56] science,analy 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:
[67] griddbcommunity,learn [36] using,#nasa [36] data,gathered [36] predictive,maintenance [36] learn,conduct [36] county,see [36] quality,data [36] kaggle,dataset [36] #griddb,using [36] #nasa,turbofan 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] five,principles [23] analysis,reporting [23] beyond,statistical [23] principles,data [23] significance,five [23] data,analysis [23] statistical,significance [22] rmarkdown,beyond [11] #rstats,#dataviz [10] birth,months Top Word Pairs in Tweet in G6:
[42] above,pre [42] warmest,year [42] year,record [42] industrial,value [42] record,globe [42] globe,46 [42] pre,industrial [42] comfortably,warmest [41] neilrkaye,comfortably [41] 46,above Top Word Pairs in Tweet in G7:
[38] more,info [38] dax,mastering [38] evolution,more [38] kpis,evolution [38] mastering,calculation [38] calculation,kpis [37] tomas_kutac_en,dax [37] info,#powerbim [3] data,science [2] revolutionized,business Top Word Pairs in Tweet in G8:
[4] discursito,gt [4] gusta,discursito [3] casa,papel [2] francia,profunda [2] lleve,pasando [2] analizarlo,explota [2] preso,tras [2] club,tenía [2] referentes,inadaptados [2] #rm,vinicius Top Word Pairs in Tweet in G9:
[9] #generativeart,#dataart [9] #dataart,#dataviz [7] data,visualization [5] planned,march [5] 30pm,cet [5] online,data [5] cet,find [5] vizwithirene,tableau_picasso [5] 20,21 [5] 21,30pm Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G4:
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:
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: