The graph represents a network of 3,873 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-03-27 until:2023-04-03", 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, 03 April 2023 at 10:42 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 27 March 2023 at 00:02 UTC to Sunday, 02 April 2023 at 23:45 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 : 3873
Unique Edges : 5887
Edges With Duplicates : 9956
Total Edges : 15843
Number of Edge Types : 5
Retweet : 5354
MentionsInRetweet : 6054
Tweet : 886
Mentions : 3283
Replies to : 266
Self-Loops : 1782
Reciprocated Vertex Pair Ratio : 0.0143432715551974
Reciprocated Edge Ratio : 0.0282809024467747
Connected Components : 391
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 2835
Maximum Edges in a Connected Component : 13911
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.840323
Graph Density : 0.000419704758307674
Modularity : 0.36989
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,873 Twitter users whose recent tweets contained "dataviz OR datavis since:2023-03-27 until:2023-04-03", 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, 03 April 2023 at 10:42 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 27 March 2023 at 00:02 UTC to Sunday, 02 April 2023 at 23:45 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:2023-03-27 until:2023-04-03
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:
[2325] #dataviz,#datascientist [2318] #ehealth,#finserv [2318] #finserv,#insurtech [2318] #datascientist,#csuite [2318] #ai,#frenchtech [2318] #healthtech,#smartcity [2318] #smartcity,#dataviz [2318] #cx,#ehealth [2318] #web3,#cx [2318] #digitalhealth,#web3 Top Word Pairs in Tweet in G1:
[332] visualización,datos [269] tus,datos [227] #stats,#analytics [206] manera,efectiva [202] #rstats,#datascience [184] datos,manera [180] #data,#stats [176] recursos,mejorar [174] consejos,usar [174] hbaniecki,#rstats Top Word Pairs in Tweet in G2:
[243] #rstats,#dataviz [188] #rstats,#datascience [178] #datascience,#rstats [165] #datascience,#dataviz [156] #programming,#r [145] #dataviz,#maps [136] #maps,#geospatial [130] #dataanalytics,#dataviz [129] #dataviz,#programming [106] population,pyramid Top Word Pairs in Tweet in G3:
[311] mercator,projection [311] animating,mercator [309] correct,size [309] #dataviz,#30daymapchallenge [309] countries,territories [309] size,shape [309] each,#dataviz [309] shape,relation [309] #worldisnotflat,#day28 [309] territories,correct Top Word Pairs in Tweet in G4:
[222] #datascience,#datascientists [163] data,visualizations [161] love,beautiful [161] well,published [161] #datastorytelling,#statistics [161] #dataviz,#datastorytelling [161] #datascientists,#bedatabrilliant [161] beautiful,extraordinarily [161] extraordinarily,well [161] better,data Top Word Pairs in Tweet in G5:
[91] visualize,data [80] #dataviz,#python [76] tableau,used [76] county,see [76] help,visualize [76] quality,data [76] data,points [76] analyzed,air [76] epa,#la [76] california,wildfires Top Word Pairs in Tweet in G6:
[30] see,more [28] detail,#dataviz [28] graphic,detail [28] #dataviz,see [19] data,visualization [18] #dataviz,#datavisualization [13] #data,#dataviz [12] usdt,pnl [9] #datavisualization,#dataviz [8] display,data Top Word Pairs in Tweet in G7:
[2318] #datascientist,#csuite [2318] #smartcity,#dataviz [2318] #ehealth,#finserv [2318] #web3,#cx [2318] #healthtech,#smartcity [2318] #csuite,#digitalhealth [2318] #finserv,#insurtech [2318] #digitalhealth,#web3 [2318] #cx,#ehealth [2318] #dataviz,#datascientist Top Word Pairs in Tweet in G8:
[18] #infographics,#dataviz [17] amazingly,illustrated [17] #illustration,#infographics [17] copy,#illustration [17] timeline,sanjinez [17] scmp,print [17] print,copy [17] sanjinez,today [17] illustrated,timeline [17] today,scmp Top Word Pairs in Tweet in G9:
[81] dataviz,principles [41] data,visualization [40] principles,six [40] simple,implement [40] fact,ggplot [40] implement,effective [40] visualization,complicated [40] ggplot,makes [40] makes,dead [40] easy,beginner Top Word Pairs in Tweet in G10:
[42] #rstats,#dataviz [41] data,visualization [39] visualization,packages [39] citedrive,#rstats [39] consider,2023 [39] 2023,citedrive [39] packages,consider [16] #visualization,packages [16] data,storytelling [16] storytelling,game Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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 G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: