The graph represents a network of 3,332 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 23:53 UTC.
The tweets in the network were tweeted over the 2852-day, 6-hour, 24-minute period from Monday, 25 May 2015 at 17:34 UTC to Thursday, 16 March 2023 at 23:58 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 : 3332
Unique Edges : 2098
Edges With Duplicates : 9515
Total Edges : 11613
Number of Edge Types : 9
Retweet : 3545
MentionsInRetweet : 4873
Tweet : 792
Replies to : 193
MentionsInReplyTo : 282
Mentions : 1768
Quote : 79
MentionsInQuote : 79
MentionsInQuoteReply : 2
Self-Loops : 2164
Reciprocated Vertex Pair Ratio : 0.0164451453029962
Reciprocated Edge Ratio : 0.0323581560283688
Connected Components : 386
Single-Vertex Connected Components : 158
Maximum Vertices in a Connected Component : 1903
Maximum Edges in a Connected Component : 8695
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.869375
Graph Density : 0.000406527065944961
Modularity : 0.376145
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,332 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 23:53 UTC.
The tweets in the network were tweeted over the 2852-day, 6-hour, 24-minute period from Monday, 25 May 2015 at 17:34 UTC to Thursday, 16 March 2023 at 23:58 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:
[1038] #dataviz,#datascientist [1038] #healthtech,#smartcity [1038] #smartcity,#dataviz [1035] #datascientist,#csuite [1035] #vive2023,#healthtech [1035] #web3,#cx [1035] #digitalhealth,#web3 [1034] #csuite,#digitalhealth [654] chidambara09,#vive2023 [638] #cx,#ehe Top Word Pairs in Tweet in G1:
[125] enfoque,único [125] prueba,modelo [125] modelo,performance [125] buen,modelo [125] evaluar,calidad [125] consistente,evaluar [125] modelo,buen [125] performance,enfoque [125] único,consistente [124] calidad,model Top Word Pairs in Tweet in G2:
[274] australia,each [274] each,individual [274] here's,dataviz [274] fatalities,australia [274] individual,death [274] covid,19 [274] 19,fatalities [274] illustrates,magnitude [274] dataviz,illustrates [274] magnitude,covid Top Word Pairs in Tweet in G3:
[114] data,source [113] map,showing [109] showing,terrain [109] terrain,model [65] 725hemeed,map [64] source,divagis [58] spike,maps [58] tutorial,making [54] #gischat,#geospatial [52] model,republic Top Word Pairs in Tweet in G4:
[116] epa,#la [116] county,see [116] california,wildfires [116] data,gathered [116] air,quality [116] effects,california [116] gathered,epa [116] quality,data [116] see,effects [116] #la,county Top Word Pairs in Tweet in G5:
[95] 50,years [94] statistical,analysis [94] essential,good [94] ago,statistician [94] frank,anscombe [94] anscombe,warned [94] warned,#dataviz [94] #dataviz,essential [94] statistician,frank [94] years,ago Top Word Pairs in Tweet in G6:
[18] usdt,pnl [15] data,visualization [10] total,rev [10] #data,#dataviz [9] power,bi [8] #datavisualization,#dataviz [8] #dataviz,#datavisualization [7] #analytics,#dataviz [7] earnings,report [7] beat,rev Top Word Pairs in Tweet in G7:
[154] nextjs,tailwindcss [154] web,open [154] build,anything [154] tailwindcss,need [154] anything,web [154] reactjs,nextjs [154] 2023,reactjs [154] graph,images [154] need,build [154] open,graph Top Word Pairs in Tweet in G8:
[1026] #dataviz,#datascientist [1026] #smartcity,#dataviz [1026] #healthtech,#smartcity [1023] #digitalhealth,#web3 [1023] #vive2023,#healthtech [1023] #datascientist,#csuite [1023] #web3,#cx [1022] #csuite,#digitalhealth [642] chidambara09,#vive2023 [628] #cx,#ehe Top Word Pairs in Tweet in G9:
[20] #rstats,#dataviz [19] programming,language [16] medecines,visualized [16] #tidytuesday,human [16] veterinary,medecines [16] visualized,companies [16] companies,holding [16] week,#tidytuesday [16] go,week [16] human,veterinary Top Word Pairs in Tweet in G10:
[10] first,dashboard [9] #b2vb,week [8] design,first [8] python,microsoft [8] excel,microsoft [8] microsoft,powerpoint [8] tableau,python [8] microsoft,excel [8] dashboard,using [8] using,tableau Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G9:
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: