The graph represents a network of 5,712 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-01-24 until:2022-01-31", 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, 31 January 2022 at 12:34 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 24 January 2022 at 00:01 UTC to Sunday, 30 January 2022 at 23:58 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 : 5712
Unique Edges : 11143
Edges With Duplicates : 19809
Total Edges : 30952
Number of Edge Types : 5
Replies to : 1753
Retweet : 13960
MentionsInRetweet : 11914
Tweet : 1274
Mentions : 2051
Self-Loops : 1432
Reciprocated Vertex Pair Ratio : 0.020901068276823
Reciprocated Edge Ratio : 0.0409463148316652
Connected Components : 517
Single-Vertex Connected Components : 226
Maximum Vertices in a Connected Component : 4412
Maximum Edges in a Connected Component : 29133
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.670404
Graph Density : 0.000404276576678649
Modularity : 0.368602
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,712 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-01-24 until:2022-01-31", 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, 31 January 2022 at 12:34 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 57-minute period from Monday, 24 January 2022 at 00:01 UTC to Sunday, 30 January 2022 at 23:58 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:2022-01-24 until:2022-01-31
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:
[6941] #fintech,#insurtech [6578] #iot,#iiot [6534] #mlops,#flutter [6508] #datavis,#infosec [6476] #wordpress,#security [6420] #flutter,#html [6368] #html,#azure [6352] #javascript,#reactjs [6276] #insurtech,#ai [6272] #infosec,#devops Top Word Pairs in Tweet in G1:
[709] hottest,coldest [709] coldest,years [709] years,record [709] around,world [701] long,ago [701] ago,hottest [677] #globalwarming,#climatechange [673] record,around [533] #dataviz,#globalwarming [532] world,#dataviz Top Word Pairs in Tweet in G2:
[6914] #fintech,#insurtech [6530] #iot,#iiot [6528] #mlops,#flutter [6485] #datavis,#infosec [6470] #wordpress,#security [6416] #flutter,#html [6364] #html,#azure [6346] #javascript,#reactjs [6270] #insurtech,#ai [6267] #infosec,#devops Top Word Pairs in Tweet in G3:
[95] data,viz [86] data,visualization [61] #dataviz,#datavisualization [44] graphics,dataviz [41] job,one [41] one,coolest [41] coolest,propublica [41] propublica,openings [41] openings,we've [41] we've,come Top Word Pairs in Tweet in G4:
[197] #rstats,#dataviz [174] board,games [100] #dataviz,#rstats [99] data,visualization [83] code,#rstats [73] week's,#tidytuesday [71] #tidytuesday,board [66] generalized,pairs [66] pairs,plot [57] #datascience,#dataviz Top Word Pairs in Tweet in G5:
[82] visualize,data [76] analyzed,air [76] air,quality [76] quality,data [76] data,gathered [76] gathered,epa [76] epa,#la [76] #la,county [76] county,see [76] see,effects Top Word Pairs in Tweet in G6:
[190] #bigdata,#analytics [153] #analytics,#ai [152] #100daysofcode,#100daysofmlcode [120] #dataviz,#python [119] #tech,#100daysofcode [116] #100daysofmlcode,#codenewbie [116] #codenewbie,#dataviz [112] #iiot,#machinelearning [103] #ai,#ml [97] #artificialintelligence,#iiot Top Word Pairs in Tweet in G7:
[25] source,#nyc [25] #nyc,#dataviz [16] map,source [10] #coronavirus,#stayhome [10] #stayhome,#dataviz [10] #dataviz,#flattenthecurve [10] #flattenthecurve,#datascience [10] #datascience,#socialdistance [10] #socialdistance,#coviz [8] #covid19,cases Top Word Pairs in Tweet in G8:
[69] #maps,#rstats [62] #dataviz,#maps [45] more,info [45] #dataviz,#map [45] #map,#cartography [43] #gis,#urbananalytics [43] #urbananalytics,#spatialdata [41] #dataviz,#mapping [40] original,ethnicities [40] ethnicities,hungary Top Word Pairs in Tweet in G9:
[124] monthly,temperature [124] temperature,world [124] world,1850 [122] 1850,#dataviz [19] oc,good [19] good,favorite [19] favorite,wordle [19] wordle,starter [19] starter,#dataviz [18] trust,people Top Word Pairs in Tweet in G10:
[128] distribución,tipos [128] tipos,bosques [128] 2019,datos [128] datos,#rstats [128] #rstats,#dataviz [119] bosques,península [119] península,ibérica [119] ibérica,2019 [32] #dataviz,#scicomm [22] south,pole Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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 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: