The graph represents a network of 4,079 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 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 00:55 UTC.
The tweets in the network were tweeted over the 2671-day, 13-hour, 26-minute period from Sunday, 25 October 2015 at 11:30 UTC to Friday, 17 February 2023 at 00:57 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 : 4079
Unique Edges : 1975
Edges With Duplicates : 8764
Total Edges : 10739
Number of Edge Types : 9
Retweet : 3545
MentionsInRetweet : 4521
Mentions : 882
Tweet : 1111
Replies to : 235
MentionsInReplyTo : 249
Quote : 104
MentionsInQuote : 87
MentionsInQuoteReply : 5
Self-Loops : 1439
Reciprocated Vertex Pair Ratio : 0.0207547169811321
Reciprocated Edge Ratio : 0.0406654343807763
Connected Components : 498
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 2504
Maximum Edges in a Connected Component : 7522
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.188825
Graph Density : 0.000292710868151939
Modularity : 0.441764
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,079 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 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 00:55 UTC.
The tweets in the network were tweeted over the 2671-day, 13-hour, 26-minute period from Sunday, 25 October 2015 at 11:30 UTC to Friday, 17 February 2023 at 00:57 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 : TwitterSearch2
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[293] #dataviz,using [257] bois,#dataviz [254] modern,techniques [254] idea,challenge [254] #duboischallenge2023,idea [254] recreate,bois [254] challenge,recreate [254] using,modern [253] gzanlorenssi,#duboischallenge2023 [196] data,science Top Word Pairs in Tweet in G1:
[131] ggplot2,adaptar [131] usa,ggplot2 [131] explica,gramática [131] específicamente,tus [131] gráficos,usa [131] adaptar,cualquier [131] tus,necesidades [131] trama,específicamente [131] cualquier,trama [131] gramática,gráficos Top Word Pairs in Tweet in G2:
[250] bois,#dataviz [249] #duboischallenge2023,idea [249] #dataviz,using [249] recreate,bois [249] modern,techniques [249] challenge,recreate [249] idea,challenge [249] using,modern [248] gzanlorenssi,#duboischallenge2023 [2] charts,made Top Word Pairs in Tweet in G3:
[44] #rstats,#dataviz [42] #todayinhistory,#datavis [42] #otd,feb [40] #onthisday,#otd [25] age,gaps [25] #datavis,#historicaldatavis [25] datavisfriendly,#todayinhistory [25] week's,#tidytuesday [25] #dataviz,#datavisualization [23] #historicaldatavis,#onthisday Top Word Pairs in Tweet in G4:
[97] full,article [97] article,#maps [89] people,#europe [86] good,full [86] quality,life [86] #europe,rates [86] region,good [86] life,region [86] rates,quality [85] landgeist,people Top Word Pairs in Tweet in G5:
[139] data,science [38] #python,#programming [38] #datascience,#dataanalytics [37] high,paying [37] careers,data [37] #ai,#ml [37] paying,careers [36] #datascientists,#ai [35] #dataanalytics,#ai [35] #ml,#machinelearning Top Word Pairs in Tweet in G6:
[99] world,dataviz [99] dataviz,prize [57] prize,2023 [44] prize,winner [44] lindsey,poulter [44] grand,prize [43] 000,compare [43] poulter,datavizlinds [43] compare,lindsey [43] 2023,grand Top Word Pairs in Tweet in G7:
[40] february,2023 [39] 2023,sah [39] #datatogel,#yupitoto [39] sah,gt [39] yang,jp [39] #dataviz,#prediksitogel [39] #togelonline,#datatogel [39] #prediksitogel,#togelonline [39] untuk,member [39] selamat,untuk Top Word Pairs in Tweet in G8:
[31] #100daysofcode,#ai [31] #data,#datascience [30] #rstats,#dataviz [29] #datastrategy,#dataviz [29] #ai,#analytics [28] #datascience,#datascientist [28] #datascientist,#datastrategy [25] #analytics,#bigdata [23] #analytics,#ar [23] #dataviz,read Top Word Pairs in Tweet in G9:
[110] #la,county [110] gathered,epa [110] epa,#la [110] quality,data [110] data,gathered [110] california,wildfires [110] see,effects [110] air,quality [110] analyzed,air [110] effects,california Top Word Pairs in Tweet in G10:
[74] sharing,best [74] #analytics,#dataviz [74] data,visualizations [74] globe,sharing [74] best,creative [74] enthusiasts,around [74] around,globe [74] #dataviz,enthusiasts [74] creative,data [73] visualizations,name Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: