The graph represents a network of 4,437 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-07-05 until:2021-07-12", 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, 12 July 2021 at 13:21 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 54-minute period from Monday, 05 July 2021 at 00:02 UTC to Sunday, 11 July 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 : 4437
Unique Edges : 7142
Edges With Duplicates : 4109
Total Edges : 11251
Number of Edge Types : 5
Retweet : 5956
Tweet : 1298
MentionsInRetweet : 2661
Replies to : 212
Mentions : 1124
Self-Loops : 1368
Reciprocated Vertex Pair Ratio : 0.0213773508320931
Reciprocated Edge Ratio : 0.0418598489866207
Connected Components : 428
Single-Vertex Connected Components : 180
Maximum Vertices in a Connected Component : 3385
Maximum Edges in a Connected Component : 9929
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.737409
Graph Density : 0.000383538052929369
Modularity : 0.592718
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,437 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-07-05 until:2021-07-12", 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, 12 July 2021 at 13:21 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 54-minute period from Monday, 05 July 2021 at 00:02 UTC to Sunday, 11 July 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:2021-07-05 until:2021-07-12
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:
[1836] #ml,#nlp [1743] #100daysofcode,#dataviz [1738] #tensorflow,#coding [1710] #python,#datascience [1675] #datascientists,#analytics [1629] #rstats,#ai [1610] #bigdata,#rstats [1548] #iiot,#ml [1129] #reactjs,#python [1106] #ai,#reactjs Top Word Pairs in Tweet in G1:
[1800] #ml,#nlp [1710] #100daysofcode,#dataviz [1705] #tensorflow,#coding [1675] #python,#datascience [1641] #datascientists,#analytics [1598] #rstats,#ai [1560] #bigdata,#rstats [1517] #iiot,#ml [1110] #reactjs,#python [1089] #ai,#reactjs Top Word Pairs in Tweet in G2:
[217] #rstats,#dataviz [87] code,#rstats [71] independence,days [55] #tidyverse,#rstats [49] #dataviz,#datascience [44] animal,rescues [44] #dataviz,#rstats [41] national,independence [39] #rstats,#r4ds [39] #r4ds,#dataviz Top Word Pairs in Tweet in G3:
[364] percentage,world [364] world,asleep [364] asleep,awake [364] awake,day [364] day,progresses [364] progresses,assuming [364] assuming,solid [364] solid,hours [364] hours,night [364] night,#dataviz Top Word Pairs in Tweet in G4:
[93] #dataviz,#python [90] analyzed,air [90] air,quality [90] quality,data [90] data,gathered [90] gathered,epa [90] epa,#la [90] #la,county [90] county,see [90] see,effects Top Word Pairs in Tweet in G5:
[70] data,vis [70] vis,dispatch [68] published,third [68] third,data [68] dispatch,gt [68] gt,20 [68] 20,best [68] best,small [68] small,big [68] big,#dataviz Top Word Pairs in Tweet in G6:
[11] data,visualization [11] 07,2020 [11] sp,morte [11] morte,morte#1 [11] morte#1,masculino [11] #mapa,#violencia [11] #violencia,#dadosabertos [11] #dadosabertos,#transparencia [11] #transparencia,#dataviz [11] #dataviz,#visualizacao Top Word Pairs in Tweet in G7:
[112] excited,share [112] share,karstens [112] karstens,lab [112] lab,first [112] first,package [112] package,#microshades [112] #microshades,#user2021 [112] #user2021,today [112] today,during [112] during,ep1 Top Word Pairs in Tweet in G8:
[117] great,salt [117] salt,lake [117] lake,reach [117] reach,170 [117] 170,year [117] year,low [117] low,time [117] time,lapse [117] lapse,#dataviz [117] #dataviz,1989 Top Word Pairs in Tweet in G9:
[88] power,#dataviz [88] #dataviz,alarming [88] alarming,scale [88] scale,well [88] well,done [88] done,nytimes [88] nytimes,wish [88] wish,news [88] news,bleak [9] accessible,data Top Word Pairs in Tweet in G10:
[56] calling,aspiring [56] aspiring,#dataviz [56] #dataviz,designers [56] designers,hiring [56] hiring,two [56] two,trainees [56] trainees,help [56] help,make [56] make,charts [56] charts,maps Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: