The graph represents a network of 3,252 Twitter users whose recent tweets contained "infoviz OR infovis", 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 01:38 UTC.
The tweets in the network were tweeted over the 3722-day, 5-hour, 12-minute period from Saturday, 29 December 2012 at 10:35 UTC to Thursday, 09 March 2023 at 15:47 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 : 3252
Unique Edges : 2872
Edges With Duplicates : 11390
Total Edges : 14262
Number of Edge Types : 9
Retweet : 3059
MentionsInRetweet : 5906
Mentions : 1806
Replies to : 693
MentionsInReplyTo : 1413
Tweet : 1010
Quote : 198
MentionsInQuote : 157
MentionsInQuoteReply : 20
Self-Loops : 1813
Reciprocated Vertex Pair Ratio : 0.0560287715313269
Reciprocated Edge Ratio : 0.106112206488618
Connected Components : 283
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 2439
Maximum Edges in a Connected Component : 12861
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.478357
Graph Density : 0.00052770213952524
Modularity : 0.352833
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,252 Twitter users whose recent tweets contained "infoviz OR infovis", 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 01:38 UTC.
The tweets in the network were tweeted over the 3722-day, 5-hour, 12-minute period from Saturday, 29 December 2012 at 10:35 UTC to Thursday, 09 March 2023 at 15:47 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 : infoviz OR infovis
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:
[678] #dataviz,#infovis [387] #colortheory,#visualanalytics [375] #ieeecga,#durhamcountylib [298] #siggraph,#ieeecga [265] #ieeevis,#dataviz [248] choices,tableau [248] design,choices [248] presentation,design [240] tableau,datasciencectrl [236] #datastorytelling,#dataviz Top Word Pairs in Tweet in G1:
[77] miguel,ángel [76] infoviz,infovis [76] infovis,nodexl [74] infovis_,centro_news [61] centro_news,infovis_ [60] nodexl,infovis_ [59] pierdas,conferencia [57] edición,#infovis2021 [56] comunicación,visual [56] mujeres,datos Top Word Pairs in Tweet in G2:
[233] choices,tableau [233] presentation,design [233] design,choices [224] #datastorytelling,#dataviz [224] tableau,datasciencectrl [224] #dataviz,presentation [210] kirkdborne,#datastorytelling [67] #dataviz,#infovis [57] #bigdata,#datascience [47] data,visualization Top Word Pairs in Tweet in G3:
[85] digital,humanities [77] humanities,research [53] very,large [53] digitised,collections [53] handle,very [53] collections,historical [53] maps,need [53] large,partially [53] #map,#maps [53] historical,maps Top Word Pairs in Tweet in G4:
[215] 20,win [167] number,20 [167] players,yours [167] ranked,number [167] win,players [167] yours,#clashroyale [167] countries,ranked [165] royaleapi,countries [127] #clashroyale,#infovis [61] meta,popular Top Word Pairs in Tweet in G5:
[50] test,time [48] time,award [46] year,test [33] #ieeevis,infovis [28] 10,year [27] infovis,10 [27] 20,year [26] tamaramunzner,#ieeevis [24] d3,mbostock [24] award,d3 Top Word Pairs in Tweet in G6:
[79] inkl,abordnung [79] ulb,inkl [79] abordnung,#scdh [79] stelle,e13 [79] unbefristete,stelle [79] #datavis,ulb [79] e13,#datenvisualisierung [79] #datenvisualisierung,#datavis [78] janhorstmannn,unbefristete [44] digital,humanities Top Word Pairs in Tweet in G7:
[43] nová,#infografika [30] #ovzduší,#kvalitaovzduší [21] jachym,dnes [19] české,republice [19] brno,tuřany [19] rámci,čr [18] teplot,vzduchu [18] #infoviz,#infoviz_cz [17] hodiny,zatímco [17] délky,dne Top Word Pairs in Tweet in G8:
[100] altura,probad [100] número,edificios [100] necesitáis,conocer [100] determinada,altura [100] dentro,zona [100] edificios,determinada [100] probad,web [100] urbana,necesitáis [100] conocer,número [100] zona,urbana Top Word Pairs in Tweet in G9:
[10] veri,görselleştirme [6] 2021,42521 [6] pointer,dereference [6] dereference,vulnerability [6] libxml2,api [6] null,pointer [6] cve,2021 [6] vulnerability,vtk [6] infovis,vtkxmltreereader [6] io,infovis Top Word Pairs in Tweet in G10:
[31] #dataviz,#datavisualization [23] datavizadventur,hi [20] #color,palettes [20] palettes,based [20] mesabree's,project [20] weeks,#color [20] based,mesabree's [16] medical_vet_art,visualizing [15] #infoviz,#infodesign [15] submission,week 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 G4:
Top Replied-To in G5:
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: