The graph represents a network of 4,536 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 2/9/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 00:53 UTC.
The tweets in the network were tweeted over the 2817-day, 7-hour, 25-minute period from Monday, 25 May 2015 at 17:34 UTC to Friday, 10 February 2023 at 00:59 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 : 4536
Unique Edges : 1401
Edges With Duplicates : 9167
Total Edges : 10568
Number of Edge Types : 9
Retweet : 4105
MentionsInRetweet : 4706
Mentions : 585
Quote : 83
Tweet : 611
Replies to : 191
MentionsInReplyTo : 226
MentionsInQuote : 54
MentionsInQuoteReply : 7
Self-Loops : 873
Reciprocated Vertex Pair Ratio : 0.0138138138138138
Reciprocated Edge Ratio : 0.0272511848341232
Connected Components : 345
Single-Vertex Connected Components : 149
Maximum Vertices in a Connected Component : 3326
Maximum Edges in a Connected Component : 8355
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.020474
Graph Density : 0.000246174667343355
Modularity : 0.458671
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,536 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 2/9/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 00:53 UTC.
The tweets in the network were tweeted over the 2817-day, 7-hour, 25-minute period from Monday, 25 May 2015 at 17:34 UTC to Friday, 10 February 2023 at 00:59 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:
[1096] turkey,syria [1083] earth44,shows [1082] shows,earthquakes [1081] created,earth44 [1081] greater,occurred [1081] dataviz,created [1081] magnitude,greater [1080] occurred,turkey [1080] earthquakes,magnitude [1079] syria,feb Top Word Pairs in Tweet in G1:
[1075] earth44,shows [1074] shows,earthquakes [1073] dataviz,created [1073] created,earth44 [1073] magnitude,greater [1073] greater,occurred [1072] earthquakes,magnitude [1072] turkey,syria [1072] occurred,turkey [1071] syria,feb Top Word Pairs in Tweet in G2:
[497] last,century [497] changed,over [497] over,last [497] century,compilation [497] accomplishments,species [497] compilation,greatest [497] greatest,accomplishments [497] world,changed [496] stevestuwill,world [496] species,cr Top Word Pairs in Tweet in G3:
[98] visualización,datos [78] sitio,web [65] paso,paso [58] efectiva,visualización [58] usar,colores [58] datos,cuál [58] consejos,cómo [58] manera,efectiva [58] colores,manera [58] cuál,consejo Top Word Pairs in Tweet in G4:
[229] exciting,day [229] ksac,organised [229] day,optix [229] online,quiz [229] quiz,data [229] 'dataviz',online [229] collaboration,konnexions [229] ksom,collaboration [229] konnexions,ksac [229] optix,ksom Top Word Pairs in Tweet in G5:
[87] stock,prices [54] data,visualization [53] big,tech [51] tech,stock [45] #rstats,#dataviz [32] publication,jss [32] thanks,visnut [32] jss,thanks [32] naniar,version [32] version,cran Top Word Pairs in Tweet in G6:
[83] used,data [70] data,analysis [67] programming,language [65] analysis,statistical [65] quick,reference [65] statistical,computing [65] language,used [65] computing,quick [65] reference,guide [65] powerful,programming Top Word Pairs in Tweet in G7:
[87] buildings,using [87] created,spike [87] original,47 [87] 47,mb [87] copernicus,satellite [87] mb,large [87] using,copernicus [87] europe's,buildings [87] spike,map [87] map,europe's Top Word Pairs in Tweet in G8:
[20] data,visualization [18] see,more [16] detail,#dataviz [16] graphic,detail [16] #dataviz,see [12] #dataviz,#datavisualization [11] february,2023 [10] #situsjudionline,#psg [10] #dataviz,#prediksitogel [10] sah,gt Top Word Pairs in Tweet in G9:
[95] epa,#la [95] county,see [95] california,wildfires [95] data,gathered [95] air,quality [95] effects,california [95] gathered,epa [95] quality,data [95] see,effects [95] #la,county Top Word Pairs in Tweet in G10:
[20] data,visualization [17] #dataviz,#datavisualization [13] showing,bar [13] #tarot,inspired [13] bar,pie [13] set,#tarot [13] #screenprinting,project [13] #dataviz,#screenprinting [13] inspired,cards [13] made,set Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G10:
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: