The graph represents a network of 4,095 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 00:54 UTC.
The tweets in the network were tweeted over the 2008-day, 21-hour, 0-minute period from Friday, 14 July 2017 at 03:59 UTC to Friday, 13 January 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 : 4095
Unique Edges : 2010
Edges With Duplicates : 9101
Total Edges : 11111
Number of Edge Types : 9
Retweet : 3892
MentionsInRetweet : 5010
Mentions : 671
Tweet : 858
Replies to : 192
MentionsInReplyTo : 276
Quote : 102
MentionsInQuote : 100
MentionsInQuoteReply : 10
Self-Loops : 1130
Reciprocated Vertex Pair Ratio : 0.0155098875533152
Reciprocated Edge Ratio : 0.0305460099274532
Connected Components : 379
Single-Vertex Connected Components : 141
Maximum Vertices in a Connected Component : 2758
Maximum Edges in a Connected Component : 8387
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.573103
Graph Density : 0.000312437928461377
Modularity : 0.443483
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,095 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 00:54 UTC.
The tweets in the network were tweeted over the 2008-day, 21-hour, 0-minute period from Friday, 14 July 2017 at 03:59 UTC to Friday, 13 January 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:
[527] map,shows [520] latest,data [507] using,eurostat's [507] eurostat's,latest [501] milos_agathon,map [336] #rstats,#dataviz [299] ages,total [299] children,ages [299] shows,children [299] total,population Top Word Pairs in Tweet in G1:
[468] map,shows [455] milos_agathon,map [451] using,eurostat's [451] eurostat's,latest [451] latest,data [261] population,using [261] total,population [261] children,ages [261] ages,total [261] shows,children Top Word Pairs in Tweet in G2:
[129] online,gratuito [96] pequeño,libro [96] simple,bioinformática [96] bioinformática,online [96] introducción,simple [96] libro,bioinformática [96] gratuito,introducción [95] rosanaferrero,pequeño [93] rosanaferrero,cómo [73] análisis,datos Top Word Pairs in Tweet in G3:
[126] #rstats,#dataviz [83] visualizing,distributions [80] nick,martin [80] martin,#rstats [80] distributions,nick [79] rmarkdown,visualizing [69] data,visualization [58] #rstats,#datascience [51] 20,packages [51] visualization,know Top Word Pairs in Tweet in G4:
[131] parajulisaroj16,book [115] download,pdf [96] sets,download [96] both,simulated [96] data,sets [96] ideas,methods [96] illustrated,both [96] simulated,data [96] methods,illustrated [95] parajulisaroj16,ideas Top Word Pairs in Tweet in G5:
[219] #la,county [219] gathered,epa [219] epa,#la [219] quality,data [219] data,gathered [219] california,wildfires [219] see,effects [219] air,quality [219] analyzed,air [219] effects,california Top Word Pairs in Tweet in G6:
[61] better,data [59] love,beautiful [59] well,published [59] beautiful,extraordinarily [59] extraordinarily,well [59] data,visualizations [59] book,better [59] visualizations,jschwabish [59] published,book [55] kirkdborne,love Top Word Pairs in Tweet in G7:
[120] wondered,find [120] done,hours [120] projects,done [120] find,best [120] best,#dataviz [120] hours,build [120] #dataviz,projects [119] r_graph_gallery,wondered [11] data,visualization [8] parajulisaroj16,book Top Word Pairs in Tweet in G8:
[25] #data,#dataviz [19] source,#nyc [19] #nyc,#data [18] data,visualizations [15] #dataviz,#datavisualization [11] 10,best [11] best,data [11] visualizations,2022 [11] map,source [9] data,visualization Top Word Pairs in Tweet in G9:
[87] 56,43 [87] 43,gw [87] fonctionnement,56 [87] nucléaires,fonctionnement [87] gw,production [87] #nucléaire,français [87] 44,réacteurs [87] réacteurs,nucléaires [87] production,remontée [87] parc,#nucléaire Top Word Pairs in Tweet in G10:
[19] nba,team [19] achievement,each [19] tanya_shapiro,crumpledjumper [19] 2023,best [19] team,2012 [19] inspired,tanya_shapiro [19] best,achievement [19] each,nba [19] first,#dataviz [19] #dataviz,2023 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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: