The graph represents a network of 4,195 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-05-23 until:2022-05-30", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 30 May 2022 at 09:55 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 54-minute period from Monday, 23 May 2022 at 00:02 UTC to Sunday, 29 May 2022 at 23:56 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 4195
Unique Edges : 9181
Edges With Duplicates : 7295
Total Edges : 16476
Number of Edge Types : 5
Retweet : 6125
Replies to : 629
MentionsInRetweet : 6973
Mentions : 1753
Tweet : 996
Self-Loops : 1098
Reciprocated Vertex Pair Ratio : 0.0329615114058889
Reciprocated Edge Ratio : 0.0638194376884911
Connected Components : 447
Single-Vertex Connected Components : 178
Maximum Vertices in a Connected Component : 2991
Maximum Edges in a Connected Component : 14752
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.519214
Graph Density : 0.000584238906480283
Modularity : 0.521731
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,195 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-05-23 until:2022-05-30", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 30 May 2022 at 09:55 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 54-minute period from Monday, 23 May 2022 at 00:02 UTC to Sunday, 29 May 2022 at 23:56 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : dataviz OR datavis since:2022-05-23 until:2022-05-30
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2147] #fintech,#insurtech [2085] #wordpress,#security [2071] #datavis,#infosec [2070] #mlops,#flutter [2055] #flutter,#html [2019] #insurtech,#ai [2012] #infosec,#devops [2006] #html,#azure [2005] #reactjs,#wordpress [1992] #javascript,#reactjs Top Word Pairs in Tweet in G1:
[228] #rstats,#ggplot2 [223] #rstats,#dataviz [179] #dataviz,#rstats [152] code,#rstats [146] #datavisualization,#dataviz [142] #ggplot2,#ggplot [142] #ggplot,#datavisualization [142] #dataviz,#datadesign [142] #datadesign,#datascience [142] #datascience,#datadriven Top Word Pairs in Tweet in G2:
[134] #bigdata,#datascience [131] #coding,#datascientists [129] #ai,#machinelearning [107] #abdsc,#bigdata [96] #analytics,#ai [90] #bigdata,#analytics [78] data,analysis [78] #datascientists,#100daysofcode [77] free,3739 [77] 3739,pdf Top Word Pairs in Tweet in G3:
[2137] #fintech,#insurtech [2078] #wordpress,#security [2064] #datavis,#infosec [2063] #mlops,#flutter [2048] #flutter,#html [2012] #insurtech,#ai [2005] #infosec,#devops [2000] #html,#azure [1998] #reactjs,#wordpress [1985] #javascript,#reactjs Top Word Pairs in Tweet in G4:
[95] visualize,data [88] #dataviz,#python [87] analyzed,air [87] air,quality [87] quality,data [87] data,gathered [87] gathered,epa [87] epa,#la [87] #la,county [87] county,see Top Word Pairs in Tweet in G5:
[42] data,visualization [28] read,free [28] free,ebook [28] fundamentals,data [28] #dataviz,#rstats [26] ebook,fundamentals [26] visualization,claus [26] claus,wilke [26] wilke,#dataviz [26] #rstats,following Top Word Pairs in Tweet in G6:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [28] source,#nyc [28] #nyc,#dataviz [16] map,source [12] data,visualization [9] #dataviz,#cloudcomputing [9] #cloudcomputing,#bigdata Top Word Pairs in Tweet in G7:
[126] #dataviz,#rstats [126] sea,surface [126] surface,temperature [120] mediterranean,region [120] region,warming [120] warming,20 [120] 20,faster [120] faster,global [120] global,average [120] average,#climatechange Top Word Pairs in Tweet in G8:
[121] #gamecharts,#dataviz [109] mlb,mlbstats [102] 2022,mlb [102] mlbstats,#gamecharts [102] #dataviz,#baseball [102] #baseball,#nft [88] past,week [81] #dataviz,#machinelearning [75] over,past [65] #datascience,#dataviz Top Word Pairs in Tweet in G9:
[71] #rstats,#datascience [71] #datascience,#dataviz [69] #maps,#rstats [52] #dataviz,#maps [45] population,change [43] latest,map [43] map,mapped [43] mapped,net [43] net,migration [43] migration,rate Top Word Pairs in Tweet in G10:
[50] toparon,compu [50] compu,escritorio [50] escritorio,red [50] red,transmisión [50] transmisión,#vih [50] #vih,cdmx [50] cdmx,hicimos [50] hicimos,#dataviz [50] #dataviz,conacyt [50] conacyt,junto Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: