The graph represents a network of 3,858 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 00:54 UTC.
The tweets in the network were tweeted over the 2032-day, 14-hour, 51-minute period from Tuesday, 15 August 2017 at 10:05 UTC to Friday, 10 March 2023 at 00:56 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 : 3858
Unique Edges : 2000
Edges With Duplicates : 9292
Total Edges : 11292
Number of Edge Types : 9
Retweet : 3778
MentionsInRetweet : 4970
Replies to : 237
MentionsInReplyTo : 389
Mentions : 790
Tweet : 905
Quote : 91
MentionsInQuote : 130
MentionsInQuoteReply : 2
Self-Loops : 1204
Reciprocated Vertex Pair Ratio : 0.0244391025641026
Reciprocated Edge Ratio : 0.0477121626906531
Connected Components : 365
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 2763
Maximum Edges in a Connected Component : 9194
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.048095
Graph Density : 0.00034367572817387
Modularity : 0.432022
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,858 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 00:54 UTC.
The tweets in the network were tweeted over the 2032-day, 14-hour, 51-minute period from Tuesday, 15 August 2017 at 10:05 UTC to Friday, 10 March 2023 at 00:56 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:
[381] notes,series [381] based,notes [381] online,textbook [381] series,practical [381] practical,statistics [381] textbook,practical [381] practical,labs [368] medicine,based [368] statistics,medicine [367] bugiukas,online Top Word Pairs in Tweet in G1:
[111] complemento,rstudio [111] editor,csv [111] datos,'editdata' [111] 'editdata',complemento [111] usar,microsoft [111] excel,editor [111] tienes,usar [111] editar,datos [111] csv,editar [111] microsoft,excel Top Word Pairs in Tweet in G2:
[342] series,practical [342] online,textbook [342] medicine,based [342] statistics,medicine [342] practical,labs [342] textbook,practical [342] notes,series [342] based,notes [342] practical,statistics [341] bugiukas,online Top Word Pairs in Tweet in G3:
[200] map,shows [198] #population,#rstats [197] 2021,according [197] population,change [197] 2017,2021 [197] change,between [197] according,eurostat [197] between,2017 [197] eurostat,#population [197] shows,population Top Word Pairs in Tweet in G4:
[167] epa,#la [167] county,see [167] california,wildfires [167] data,gathered [167] air,quality [167] effects,california [167] gathered,epa [167] quality,data [167] see,effects [167] #la,county Top Word Pairs in Tweet in G5:
[218] latest,update [218] fought,ukraine [218] battle,bakhmut [218] ukraine,war [218] hard,fought [218] bakhmut,one [218] costly,hard [218] update,battle [218] one,costly [217] sdbernard,latest Top Word Pairs in Tweet in G6:
[21] detail,#dataviz [21] see,more [21] graphic,detail [21] #dataviz,see [13] maret,2023 [13] #dataviz,#prediksitogel [13] sah,gt [13] member,yang [13] #data,#dataviz [13] yang,jp Top Word Pairs in Tweet in G7:
[66] #ai,#machinelearning [56] #dataviz,spirosmargaris [56] spirosmargaris,mikequindazzi [56] #machinelearning,#dataviz [56] market,over [56] mobile,phone [56] mikequindazzi,pawlowskimario [56] phone,market [56] years,#ai [56] over,30 Top Word Pairs in Tweet in G8:
[94] #dataviz,#rstats [93] nivel,estudios [93] distribución,nivel [93] espaciales,#dataviz [93] contrastes,patrones [93] mapear,distribución [93] españa,interesantes [93] interesantes,contrastes [93] estudios,españa [93] patrones,espaciales Top Word Pairs in Tweet in G9:
[105] biomass,life [105] visualizing,biomass [103] #infographic,#design [103] life,#biomass [103] #life,#earth [103] #earth,#infographic [103] #art,#life [103] #biomass,#science [103] #poster,#art [103] #science,#poster Top Word Pairs in Tweet in G10:
[20] true,size [20] projection,true [19] usgs_datasci,february [19] #maps,#gis [17] mercator,projection [17] animating,mercator [16] full,article [15] relation,others [15] each,country [15] country,relation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
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: