The graph represents a network of 6,626 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-03-07 until:2022-03-14", 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, 14 March 2022 at 11:03 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 07 March 2022 at 00:02 UTC to Sunday, 13 March 2022 at 23:55 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 : 6626
Unique Edges : 15951
Edges With Duplicates : 13299
Total Edges : 29250
Number of Edge Types : 5
Retweet : 11236
MentionsInRetweet : 13485
Replies to : 1119
Mentions : 2144
Tweet : 1266
Self-Loops : 1424
Reciprocated Vertex Pair Ratio : 0.0170694509619897
Reciprocated Edge Ratio : 0.0335659495934022
Connected Components : 477
Single-Vertex Connected Components : 211
Maximum Vertices in a Connected Component : 5366
Maximum Edges in a Connected Component : 27388
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.633567
Graph Density : 0.000394990574580412
Modularity : 0.511121
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,626 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-03-07 until:2022-03-14", 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, 14 March 2022 at 11:03 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 53-minute period from Monday, 07 March 2022 at 00:02 UTC to Sunday, 13 March 2022 at 23:55 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:2022-03-07 until:2022-03-14
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:
[4515] #mlops,#flutter [4453] #wordpress,#security [4434] #datavis,#infosec [4432] #flutter,#html [4421] #fintech,#insurtech [4414] #html,#azure [4359] #javascript,#reactjs [4338] #insurtech,#ai [4304] #security,#defi [4276] #ai,#finserv Top Word Pairs in Tweet in G1:
[1393] 1880,2021 [1314] anomalies,mensuelles [1235] marksubbarao,ed_hawkins [1235] 1951,1980 [1230] magnifique,mais [1230] mais,effrayante [1230] effrayante,#dataviz [1230] #dataviz,anomalies [1230] mensuelles,température [1230] température,mondiale Top Word Pairs in Tweet in G2:
[4515] #mlops,#flutter [4453] #wordpress,#security [4432] #datavis,#infosec [4432] #flutter,#html [4419] #fintech,#insurtech [4414] #html,#azure [4355] #javascript,#reactjs [4338] #insurtech,#ai [4304] #security,#defi [4276] #ai,#finserv Top Word Pairs in Tweet in G3:
[232] #rstats,#dataviz [86] geom,functions [77] #rstats,#ggplot2 [72] data,visualization [55] pay,gap [50] below,#rstats [49] #dataviz,#r4ds [45] #dataviz,#dataanalytics [44] visualize,data [44] #dataviz,#datavisualization Top Word Pairs in Tweet in G4:
[74] visualize,data [73] #dataviz,#python [69] analyzed,air [69] air,quality [69] quality,data [69] data,gathered [69] gathered,epa [69] epa,#la [69] #la,county [69] county,see Top Word Pairs in Tweet in G5:
[126] #gamecharts,#dataviz [90] #dataviz,#nft [49] nba,nbastats [49] ncaa,men's [49] men's,basketball [49] 2022,ncaa [49] ncaa,#collegebasketball [49] #collegebasketball,#gamecharts [41] 2022,nba [41] nbastats,#gamecharts Top Word Pairs in Tweet in G6:
[240] #dataviz,source [205] despite,rising [205] rising,#gas [205] #gas,prices [205] prices,filling [205] filling,tank [205] tank,gas [205] gas,still [205] still,puts [205] puts,much Top Word Pairs in Tweet in G7:
[25] source,#nyc [25] #nyc,#dataviz [14] data,visualization [12] map,source [11] #dataviz,#datavisualization [9] #datascience,#dataviz [9] #dataviz,#googledatastudio [9] #analysis,#reporting [8] #dataviz,#data [8] evolución,últimos Top Word Pairs in Tweet in G8:
[200] infographic,distribution [200] distribution,nice [200] nice,people [200] people,france [200] france,#dataviz Top Word Pairs in Tweet in G9:
[40] #dataviz,#datavis [39] haven't,shared [39] shared,small [39] small,demo [39] demo,#sonaridh [39] #sonaridh,prototype [39] prototype,historical [39] historical,network [39] network,analysis [39] analysis,#dhd2022 Top Word Pairs in Tweet in G10:
[34] #dataviz,#geospatial [32] #rstats,#rayshader [32] creating,global [32] global,wind [32] wind,velocity [32] velocity,animation [32] animation,#ipyleaflet [32] #ipyleaflet,#xarray [32] #xarray,notebook [32] notebook,#geemap Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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: