The graph represents a network of 6,526 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-11-15 until:2021-11-22", 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, 22 November 2021 at 21:27 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 15 November 2021 at 00:03 UTC to Sunday, 21 November 2021 at 23:47 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 : 6526
Unique Edges : 12961
Edges With Duplicates : 8817
Total Edges : 21778
Number of Edge Types : 5
Retweet : 9326
MentionsInRetweet : 9288
Replies to : 227
Tweet : 1229
Mentions : 1708
Self-Loops : 1349
Reciprocated Vertex Pair Ratio : 0.0174613356139976
Reciprocated Edge Ratio : 0.0343233398711124
Connected Components : 492
Single-Vertex Connected Components : 190
Maximum Vertices in a Connected Component : 5017
Maximum Edges in a Connected Component : 19480
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.46628
Graph Density : 0.000335257848652546
Modularity : 0.540326
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,526 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-11-15 until:2021-11-22", 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, 22 November 2021 at 21:27 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 15 November 2021 at 00:03 UTC to Sunday, 21 November 2021 at 23:47 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:2021-11-15 until:2021-11-22
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:
[1469] #analytics,#bigdata [1416] #datavis,#modelops [1374] #insurtech,#finserv [1374] #finserv,#marketing [1369] #fintech,#insurtech [1345] #datascientist,#rstats [1262] #javascript,#tensorflow [1256] #modelops,#nlp [1254] #api,#datavis [1220] #tensorflow,#growthhacking Top Word Pairs in Tweet in G1:
[1455] #analytics,#bigdata [1405] #datavis,#modelops [1363] #insurtech,#finserv [1363] #finserv,#marketing [1358] #fintech,#insurtech [1335] #datascientist,#rstats [1250] #javascript,#tensorflow [1246] #api,#datavis [1246] #modelops,#nlp [1211] #tensorflow,#growthhacking Top Word Pairs in Tweet in G2:
[716] breitet,coronavirus [716] coronavirus,deutschland [716] deutschland,die [716] die,aktuelle [716] aktuelle,diezeit [716] diezeit,320 [716] 320,karten [716] karten,seite [716] seite,gedruckt [716] gedruckt,#dataviz Top Word Pairs in Tweet in G3:
[214] #rstats,#dataviz [130] wind,farms [117] #30daymapchallenge,day [79] data,visualization [79] visualization,concepts [75] #dataviz,#dataart [70] #dataviz,#rspatial [68] map,wind [63] 18,water [62] concepts,part Top Word Pairs in Tweet in G4:
[78] book,better [58] more,project [57] considering,writing [57] writing,book [56] hi,considering [56] book,helps [56] helps,people [56] people,create [56] create,beautiful [56] beautiful,easy Top Word Pairs in Tweet in G5:
[340] #datascience,#machinelearning [337] #machinelearning,#dataviz [335] #programming,languages [335] languages,required [335] required,data [335] data,jobs [335] jobs,meta [335] meta,#datascience [335] #dataviz,source [63] types,best Top Word Pairs in Tweet in G6:
[110] #dataviz,#maps [98] mapmakerdavid,showing [98] showing,world's [98] world's,100 [98] 100,largest [98] largest,islands [98] islands,#dataviz [94] great,map [93] map,mapmakerdavid [47] simulation,eye Top Word Pairs in Tweet in G7:
[184] global,temperature [119] today,birthday [119] birthday,21 [119] 21,born [119] born,371 [119] 371,70 [119] 70,ppm [119] ppm,today [119] today,413 [119] 413,93 Top Word Pairs in Tweet in G8:
[115] visualize,data [115] data,points [113] analyzed,air [113] air,quality [113] quality,data [113] data,gathered [113] gathered,epa [113] epa,#la [113] #la,county [113] county,see Top Word Pairs in Tweet in G9:
[29] #dataviz,see [28] graphic,detail [28] detail,#dataviz [28] see,more [26] source,#nyc [26] #nyc,#dataviz [11] map,source [11] over,330 [11] 330,#fiverr [11] #fiverr,#gigs Top Word Pairs in Tweet in G10:
[111] package,#rstats [71] very,proud [71] proud,present [71] present,sccustomize [71] sccustomize,first [71] first,package [71] package,check [71] check,website [71] website,full [71] full,details 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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Top Tweeters in G10: