The graph represents a network of 4,298 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-07-26 until:2021-08-02", 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 Tuesday, 03 August 2021 at 10:14 UTC.
The tweets in the network were tweeted over the 6-day, 16-hour, 59-minute period from Monday, 26 July 2021 at 06:57 UTC to Sunday, 01 August 2021 at 23:57 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 : 4298
Unique Edges : 7296
Edges With Duplicates : 3497
Total Edges : 10793
Number of Edge Types : 5
Retweet : 5175
MentionsInRetweet : 3064
Mentions : 1198
Tweet : 1163
Replies to : 193
Self-Loops : 1229
Reciprocated Vertex Pair Ratio : 0.0169514148424987
Reciprocated Edge Ratio : 0.0333377083606773
Connected Components : 503
Single-Vertex Connected Components : 215
Maximum Vertices in a Connected Component : 2890
Maximum Edges in a Connected Component : 8629
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.871546
Graph Density : 0.000412540137247702
Modularity : 0.626902
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,298 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-07-26 until:2021-08-02", 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 Tuesday, 03 August 2021 at 10:14 UTC.
The tweets in the network were tweeted over the 6-day, 16-hour, 59-minute period from Monday, 26 July 2021 at 06:57 UTC to Sunday, 01 August 2021 at 23:57 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:2021-07-26 until:2021-08-02
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:
[1186] #data,#datascience [1115] #100daysofcode,#dataviz [1074] #ml,#nlp [1032] #tensorflow,#coding [1013] #datascientists,#analytics [972] #analytics,#bigdata [875] #bigdata,#rstats [873] #rstats,#ai [748] #datascience,#ai [732] #coding,#serverless Top Word Pairs in Tweet in G1:
[1130] #data,#datascience [1063] #100daysofcode,#dataviz [1038] #ml,#nlp [983] #tensorflow,#coding [965] #datascientists,#analytics [930] #analytics,#bigdata [832] #bigdata,#rstats [831] #rstats,#ai [712] #datascience,#ai [696] #coding,#serverless Top Word Pairs in Tweet in G2:
[154] #rstats,#rspatial [154] #rspatial,#dataviz [139] before,holidays [139] holidays,again [139] again,hypnotic [139] hypnotic,temperature [139] temperature,animation [139] animation,24 [139] 24,hours [139] hours,averages Top Word Pairs in Tweet in G3:
[321] #dataviz,source [99] rental,prices [99] prices,rising [99] rising,quickly [99] quickly,everywhere [99] everywhere,#dataviz [88] #pandemic,#dataviz [85] symptomatic,breakthrough [85] breakthrough,#covid19 [85] #covid19,infections Top Word Pairs in Tweet in G4:
[29] see,more [29] #dataviz,see [28] graphic,detail [28] detail,#dataviz [10] covid,19 [9] #data,#dataviz [9] mining,airbnb [9] airbnb,dataset [9] #datavis,#learning [8] #dataviz,#datavisualization Top Word Pairs in Tweet in G5:
[47] jburnmurdoch,ft [46] lifesaving,impact [46] impact,full [46] full,vaccination [46] vaccination,log [46] log,plot [46] plot,graph [46] graph,age [46] age,mroliverbarnes [46] mroliverbarnes,jburnmurdoch Top Word Pairs in Tweet in G6:
[26] source,#nyc [26] #nyc,#dataviz [21] #dataviz,#scicomm [19] #dataviz,experience [18] portfolio,site [18] site,years [18] years,old [18] old,struggling [18] struggling,redesign [18] redesign,love Top Word Pairs in Tweet in G7:
[19] #foss,#nosql [19] analyzed,air [19] air,quality [19] quality,data [19] data,gathered [19] gathered,epa [19] epa,#la [19] #la,county [19] county,see [19] see,effects Top Word Pairs in Tweet in G8:
[65] #fintech,#dataviz [39] #tensorflow,#coding [39] #100daysofcode,#dataviz [37] #datascientists,#analytics [36] #bigdata,#rstats [36] #rstats,#ai [34] #bigdata,analytics [33] #machinelearning,#algorithm [33] use,problem [33] problem,type Top Word Pairs in Tweet in G9:
[20] #wow2021,coaches [20] coaches,hear [20] hear,launched [20] launched,community [20] community,engagement [20] engagement,survey [20] survey,love [20] love,cents [20] cents,#datafam [20] #datafam,#tableau Top Word Pairs in Tweet in G10:
[56] details,#dataviz [55] calling,graduates [55] graduates,times [55] times,sunday [55] sunday,times [55] times,launching [55] launching,data [55] data,visualisation [55] visualisation,grad [55] grad,scheme Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
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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:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: