The graph represents a network of 7,729 Twitter users whose recent tweets contained "#dataviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Monday, 20 May 2019 at 14:28 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 55-minute period from Saturday, 11 May 2019 at 21:35 UTC to Monday, 20 May 2019 at 13:30 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 : 7729
Unique Edges : 12772
Edges With Duplicates : 3931
Total Edges : 16703
Number of Edge Types : 4
Retweet : 7481
Mentions : 7360
Tweet : 1705
Replies to : 157
Self-Loops : 1787
Reciprocated Vertex Pair Ratio : 0.0220605491668622
Reciprocated Edge Ratio : 0.0431687715269805
Connected Components : 657
Single-Vertex Connected Components : 303
Maximum Vertices in a Connected Component : 6128
Maximum Edges in a Connected Component : 14516
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.603624
Graph Density : 0.000218735359045428
Modularity : 0.704589
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1896] #dataviz,#climatechange [1758] million,tonnes [1682] co,emissions [1682] emissions,1751 [1097] more,30 [1096] global,fossil [1096] fossil,fuel [1096] fuel,co [1096] 1751,occurred [1096] occurred,lifetime Top Word Pairs in Tweet in G1:
[1837] #dataviz,#climatechange [1716] million,tonnes [1640] co,emissions [1640] emissions,1751 [1068] percentage,global [1068] global,fossil [1068] fossil,fuel [1068] fuel,co [1068] 1751,occurred [1068] occurred,lifetime Top Word Pairs in Tweet in G2:
[259] #tidytuesday,#r4ds [256] evolution,ggplot [254] friday,know [254] know,train [254] train,#ggplot2 [254] #ggplot2,skills [254] skills,first [254] first,blog [254] blog,evolution [254] ggplot,ep Top Word Pairs in Tweet in G3:
[421] #dataanalytics,#dataviz [409] #ml,#dl [379] #datascience,#datascientist [371] #analytics,#dataanalytics [363] gt,gt [359] #bigdata,#analytics [344] #dataviz,#ml [324] #ai,#datascience [303] #dataviz,#bigdata [286] #sqlserver,#sql Top Word Pairs in Tweet in G4:
[90] disaster,risk [82] learn,more [60] mapbox,datavizsociety [49] help,people [49] understand,communicate [49] communicate,disaster [49] gfdrr,mapbox [47] people,understand [47] worldbank,gfdrr [41] #vizrisk,challenge Top Word Pairs in Tweet in G5:
[42] see,more [38] data,visualization [34] #machinelearning,#dataviz [34] #dataviz,#openscience [34] #openscience,#opendata [33] #dataviz,news [32] #pydata,#julialang [29] #python,#pydata [25] #opendata,#opensource [24] judges,hdrundp Top Word Pairs in Tweet in G6:
[65] rhino,poaching [58] #tableau,#dataviz [52] week,20 [49] south,africa [44] #dataviz,gender [44] based,data [43] made,#dataviz [43] gender,politics [43] politics,find [43] find,countries Top Word Pairs in Tweet in G7:
[9] #datavisualization,#dataviz [9] #dataviz,#datascience [9] #dataviz,#datavis [8] data,visualisation [8] rise,#cloud [8] #cloud,based [8] based,team [8] team,centric [8] centric,performance [8] performance,management Top Word Pairs in Tweet in G8:
[296] fascinating,#dataviz [296] #dataviz,looks [296] pyramid,changing [296] changing,right [296] right,investments [296] young,people [296] people,bottom [296] bottom,pyramid [296] pyramid,drive [296] drive,tremendous Top Word Pairs in Tweet in G9:
[190] #climate,#climatechange [188] average,maximum [188] maximum,minimum [188] #dataviz,#climateviz [183] #climatechange,#dataviz [180] temperature,anomalies [178] minimum,temperature [178] anomalies,country [178] country,#europeanunion [178] #europeanunion,years Top Word Pairs in Tweet in G10:
[67] trends,#music [67] #music,features [67] features,billboard [67] billboard,top [67] top,200 [67] 200,1963 [67] 1963,2018 [67] 2018,#dataviz [16] different,generations [16] generations,plan Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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