The graph represents a network of 5,504 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-03-29 until:2021-04-05", 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, 06 April 2021 at 11:17 UTC.
The tweets in the network were tweeted over the 6-day, 13-hour, 47-minute period from Monday, 29 March 2021 at 10:06 UTC to Sunday, 04 April 2021 at 23:54 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 : 5504
Unique Edges : 9321
Edges With Duplicates : 4948
Total Edges : 14269
Number of Edge Types : 5
Retweet : 6931
MentionsInRetweet : 4141
Tweet : 1452
Mentions : 1476
Replies to : 269
Self-Loops : 1542
Reciprocated Vertex Pair Ratio : 0.013648771610555
Reciprocated Edge Ratio : 0.0269299820466786
Connected Components : 443
Single-Vertex Connected Components : 212
Maximum Vertices in a Connected Component : 4347
Maximum Edges in a Connected Component : 12828
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.931646
Graph Density : 0.000331016591372993
Modularity : 0.604989
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 5,504 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-03-29 until:2021-04-05", 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, 06 April 2021 at 11:17 UTC.
The tweets in the network were tweeted over the 6-day, 13-hour, 47-minute period from Monday, 29 March 2021 at 10:06 UTC to Sunday, 04 April 2021 at 23:54 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:2021-03-29 until:2021-04-05
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:
[822] #rstats,#dataviz [573] #analytics,#bigdata [560] #iot,#iiot [411] #bigdata,#rstats [402] #rstats,#ai [393] principal,components [393] components,analysis [393] analysis,#rstats [385] slides,principal [368] #ai,#100daysofcode Top Word Pairs in Tweet in G1:
[338] #rstats,#dataviz [165] #dataviz,#rstats [141] day,#30daychartchallenge [128] code,#rstats [89] part,whole [58] cómo,mes [58] mes,marzo [58] marzo,cuanto [58] cuanto,horas [58] horas,sol Top Word Pairs in Tweet in G2:
[556] #analytics,#bigdata [546] #iot,#iiot [395] #bigdata,#rstats [389] #rstats,#ai [357] #tech,#vr [356] #ai,#100daysofcode [346] #bigdata,#cloud [341] #100daysofcode,#devcommunity [341] #devcommunity,#iot [339] #python,#ai Top Word Pairs in Tweet in G3:
[351] another,type [351] type,dataviz [351] dataviz,different [351] different,piano [351] piano,notes [351] notes,reverberate [351] reverberate,bowl [351] bowl,water [351] water,source [111] outstanding,animated Top Word Pairs in Tweet in G4:
[186] premium,generative [186] generative,art [186] art,shirt [96] #gamecharts,#dataviz [89] #generativeart,#premium [72] nba,nbastats [63] 2021,nba [63] nbastats,#gamecharts [63] data,visualization [57] april,2021 Top Word Pairs in Tweet in G5:
[365] #rstats,#dataviz [338] slides,principal [338] principal,components [338] components,analysis [338] analysis,#rstats [16] dimension,reduction [16] reduction,regular [16] regular,pca [16] pca,cut [16] cut,#rstats Top Word Pairs in Tweet in G6:
[168] explaining,sine [168] sine,cosine [168] cosine,tangent [168] tangent,unit [168] unit,circle [168] circle,radius [168] radius,#dataviz [76] #dataviz,#rstats [74] #dataviz,#climatechange [71] sunrise,sunset Top Word Pairs in Tweet in G7:
[33] sense,#dataviz [32] custom,image [32] image,backgrounds [32] backgrounds,intense [32] intense,georeferencing [32] georeferencing,mapping [32] mapping,data [32] data,lot [32] lot,more [32] more,clear Top Word Pairs in Tweet in G8:
[145] #dataviz,source [119] house,prices [119] prices,risen [119] risen,2000 [119] 2000,#dataviz [25] throughout,day [24] #datascience,#ml [23] people,spend [23] spend,time [23] time,throughout Top Word Pairs in Tweet in G9:
[38] data,journalism [34] #datajournalism,#dataviz [30] data,visualizations [26] book,better [26] better,data [21] journalism,handbook [21] #ddj,#dataviz [20] received,copy [20] copy,love [20] love,beautiful Top Word Pairs in Tweet in G10:
[75] #gis,#remotesensing [75] #gischat,#eochat [52] #earthengine,python [52] python,course [52] course,19 [52] 19,videos [52] videos,total [52] total,length [52] length,hours [52] hours,available Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
Top Mentioned in G6:
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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: