The graph represents a network of 4,004 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 00:54 UTC.
The tweets in the network were tweeted over the 3895-day, 10-hour, 11-minute period from Monday, 02 July 2012 at 14:46 UTC to Friday, 03 March 2023 at 00:58 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 : 4004
Unique Edges : 2101
Edges With Duplicates : 9031
Total Edges : 11132
Number of Edge Types : 9
Retweet : 3668
MentionsInRetweet : 4834
Tweet : 1011
Mentions : 723
Replies to : 299
MentionsInReplyTo : 380
MentionsInQuote : 116
Quote : 98
MentionsInQuoteReply : 3
Self-Loops : 1316
Reciprocated Vertex Pair Ratio : 0.0199282582702272
Reciprocated Edge Ratio : 0.0390777647518562
Connected Components : 438
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 1929
Maximum Edges in a Connected Component : 6256
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.024665
Graph Density : 0.000319315957587254
Modularity : 0.448861
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,004 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 00:54 UTC.
The tweets in the network were tweeted over the 3895-day, 10-hour, 11-minute period from Monday, 02 July 2012 at 14:46 UTC to Friday, 03 March 2023 at 00:58 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:
[464] début,vaccination [438] cancers,col [437] col,l'utérus [415] contre,papillomavirus [415] l'utérus,depuis [415] vaccination,contre [413] l'australie,éradiqué [412] depuis,début [412] éradiqué,cancers [411] solobucketpond,l'australie Top Word Pairs in Tweet in G1:
[436] début,vaccination [407] cancers,col [407] col,l'utérus [392] contre,papillomavirus [392] vaccination,contre [392] éradiqué,cancers [392] depuis,début [392] l'utérus,depuis [392] l'australie,éradiqué [391] solobucketpond,l'australie Top Word Pairs in Tweet in G2:
[132] limpieza,exploración [132] inferencia,modelado [132] predictivo,partes [132] datos,inferencia [132] modelado,predictivo [132] partes,clave [132] exploración,datos [132] clave,conjunto [131] rosanaferrero,limpieza [127] pruebas,estadísticas Top Word Pairs in Tweet in G3:
[74] #rstats,#dataviz [37] dataviz,tricks [36] shared,hundreds [36] thread,compiles [36] tricks,help [36] past,year [36] hundreds,dataviz [36] year,shared [36] tricks,thread [36] compiles,best Top Word Pairs in Tweet in G4:
[177] #la,county [177] gathered,epa [177] epa,#la [177] quality,data [177] data,gathered [177] california,wildfires [177] see,effects [177] air,quality [177] analyzed,air [177] effects,california Top Word Pairs in Tweet in G5:
[23] shio,gt [22] #dataviz,#prediksitogel [22] member,yang [22] yang,jp [22] #prediksitogel,#togelonline [22] selamat,untuk [22] #resulttogel,#dataviz [22] #datatogel,#yupitoto [22] #togelonline,#datatogel [22] untuk,member Top Word Pairs in Tweet in G6:
[66] drfranckclarot,emmanuelmacron [58] regarder,par [58] n'importe,plutôt [58] préfèrent,écouter [58] juste,regarder [58] gens,préfèrent [58] écouter,n'importe [58] plutôt,juste [58] emmanuelmacron,gens [58] par,eux Top Word Pairs in Tweet in G7:
[24] statistics,boy [24] pm,using [24] year,average [24] annual,aq [24] using,eea's [24] eea's,annual [24] boy,balkans [24] mapped,year [24] average,measures [24] particulate,matter Top Word Pairs in Tweet in G8:
[107] #dataviz,nasagiss [107] 1880,2022 [105] global,temperatures [104] incredible,#dataviz [104] temperatures,1880 [104] rise,global [104] check,incredible [104] nasagiss,showing [104] showing,rise [103] discover,more Top Word Pairs in Tweet in G9:
[56] released,supports [53] v0,18 [53] searching,visualizing [53] visualizing,#openaerialmap [53] accessing,12k [53] supports,searching [53] #openaerialmap,imagery [53] interactively,accessing [53] imagery,interactively [53] 18,released Top Word Pairs in Tweet in G10:
[70] #iot,#iiot [60] #javascript,#reactjs [46] #reactjs,#wordpress [43] #python,#iot [41] #wordpress,#security [39] #iiot,#pytorch [38] #pytorch,#javascript [37] #security,#defi [33] #ai,#iot [33] #python,#ai Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
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: