The graph represents a network of 5,667 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-01-02 until:2023-01-09", 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, 09 January 2023 at 12:16 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 11-minute period from Monday, 02 January 2023 at 00:04 UTC to Sunday, 08 January 2023 at 23:16 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 : 5667
Unique Edges : 9512
Edges With Duplicates : 2725
Total Edges : 12237
Number of Edge Types : 5
Retweet : 6033
MentionsInRetweet : 4248
Mentions : 848
Replies to : 132
Tweet : 976
Self-Loops : 1099
Reciprocated Vertex Pair Ratio : 0.0149974319465845
Reciprocated Edge Ratio : 0.0295516648112539
Connected Components : 386
Single-Vertex Connected Components : 201
Maximum Vertices in a Connected Component : 4785
Maximum Edges in a Connected Component : 10839
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.439542
Graph Density : 0.000307730906715834
Modularity : 0.691388
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,667 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-01-02 until:2023-01-09", 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, 09 January 2023 at 12:16 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 11-minute period from Monday, 02 January 2023 at 00:04 UTC to Sunday, 08 January 2023 at 23:16 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:2023-01-02 until:2023-01-09
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:
[750] xbb,kraken [742] covid,19 [740] around,world [737] data,used [732] genomic,sequencing [731] sequencing,data [731] map,dataviz [731] dataviz,covid [731] 19,genomic [731] kraken,lineage Top Word Pairs in Tweet in G1:
[498] #machinelearning,#ml [424] #dataviz,#datavisualization [325] #datavisualization,#datascience [278] #stats,#analytics [256] #rstats,#dataviz [252] tus,datos [230] #rstats,#python [229] #datascience,#analytics [222] #bigdata,#datamining [219] #datascience,#machinelearning Top Word Pairs in Tweet in G2:
[740] xbb,kraken [723] map,dataviz [723] kraken,lineage [723] sequencing,data [723] added,map [723] dataviz,covid [723] around,world [723] genomic,sequencing [723] used,visualise [723] data,used Top Word Pairs in Tweet in G3:
[254] download,pdf [254] pdf,#datascience [189] #datascience,#rstats [160] #machinelearning,#ml [153] data,science [138] #stats,#analytics [134] #rstats,#datascientist [133] #datascientist,#dataviz [132] machine,learning [130] #download,#data Top Word Pairs in Tweet in G4:
[246] visualize,data [228] read,#griddb [228] data,points [228] data,gathered [228] see,effects [228] epa,#la [228] help,visualize [228] quality,data [228] wildfires,region [228] california,wildfires Top Word Pairs in Tweet in G5:
[244] interested,#dataviz [244] topic,please [244] please,introduce [244] projects,topic [244] #dataviz,created [244] online,projects [244] created,free [244] free,online [23] code,#opensource [23] khm56eju95,few Top Word Pairs in Tweet in G6:
[270] #dataviz,shows [241] mean,temperature [214] warmest,year [212] year,record [173] mild,hot [173] first,time [173] uk's,warmest [173] 10,first [172] spell,beginning [172] temperature,exceeded Top Word Pairs in Tweet in G7:
[251] #rstats,#datascience [233] #datascience,#dataviz [229] #dataviz,#maps [218] map,shows [199] #europe,#rstats [195] latest,data [195] eurostat's,latest [195] shows,employed [195] #maps,#geospatial [195] data,#manufacturing Top Word Pairs in Tweet in G8:
[170] #rstats,#dataviz [135] #dataviz,#datavisualization [127] #ml,#ia [124] #datamining,#bigdata [123] #bigdata,#ml [123] #ia,#bi [90] #datavisualization,#datascience [87] hadleywickham,'s [87] check,online [87] online,version Top Word Pairs in Tweet in G9:
[32] #data,#dataviz [29] data,visualization [27] #nyc,#data [27] source,#nyc [27] usdt,pnl [21] visualization,choice [21] best,check [21] ways,take [21] check,ways [21] next,level Top Word Pairs in Tweet in G10:
[140] latest,avoiland [140] played,role [140] week,2022 [140] many,latest [140] 2022,ended [140] unleashing,bitter [140] last,week [140] america,last [140] configuration,#polarvortex [140] north,america Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: