The graph represents a network of 8,502 Twitter users whose recent tweets contained "dataviz", 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, 02 March 2021 at 17:50 UTC.
The tweets in the network were tweeted over the 7-day, 14-hour, 43-minute period from Tuesday, 23 February 2021 at 02:08 UTC to Tuesday, 02 March 2021 at 16:51 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 : 8502
Unique Edges : 14688
Edges With Duplicates : 8711
Total Edges : 23399
Number of Edge Types : 5
Retweet : 10456
MentionsInRetweet : 8848
Replies to : 701
Tweet : 1479
Mentions : 1915
Self-Loops : 1574
Reciprocated Vertex Pair Ratio : 0.0192381195056695
Reciprocated Edge Ratio : 0.03775
Connected Components : 597
Single-Vertex Connected Components : 287
Maximum Vertices in a Connected Component : 6964
Maximum Edges in a Connected Component : 21234
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.311218
Graph Density : 0.000221375148663789
Modularity : 0.591644
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 8,502 Twitter users whose recent tweets contained "dataviz", 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, 02 March 2021 at 17:50 UTC.
The tweets in the network were tweeted over the 7-day, 14-hour, 43-minute period from Tuesday, 23 February 2021 at 02:08 UTC to Tuesday, 02 March 2021 at 16:51 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
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:
[2368] fossil,fuel [2368] occurred,lifetime [2340] more,50 [2340] 50,75 [2339] percentage,global [2339] global,fossil [2339] fuel,co [2339] co,emissions [2339] emissions,1751 [2339] 1751,occurred Top Word Pairs in Tweet in G1:
[2317] percentage,global [2317] global,fossil [2317] fossil,fuel [2317] fuel,co [2317] co,emissions [2317] emissions,1751 [2317] 1751,occurred [2317] occurred,lifetime [2317] lifetime,15 [2317] 15,30 Top Word Pairs in Tweet in G2:
[1188] #dataviz,#datascience [1181] #100daysofcode,#ai [1132] #ai,#analytics [1125] #tech,#vr [1032] #analytics,#artificialintelligence [1015] #coding,#dataviz [960] #datascience,#deeplearning [959] #vr,#womenwhocode [957] #artificialintelligence,#bigdata [884] #bigdata,#cloud Top Word Pairs in Tweet in G3:
[846] #maps,#rstats [814] #dataviz,#maps [804] map,europe [804] europe,shows [804] shows,people [804] people,work [804] work,science [804] science,technology [804] technology,field [804] 2019,#science Top Word Pairs in Tweet in G4:
[144] #datavisualization,#dataviz [141] #dataviz,#opensource [140] today,day [139] densitydesign,studiocalibro [139] studiocalibro,inmagiklabs [137] version,#rawgraphs [136] #opensource,#floss [134] day,densitydesign [134] inmagiklabs,very [134] very,excited Top Word Pairs in Tweet in G5:
[102] #dataviz,#python [97] analyzed,air [97] air,quality [97] quality,data [97] data,gathered [97] gathered,epa [97] epa,#la [97] #la,county [97] county,see [97] see,effects Top Word Pairs in Tweet in G6:
[249] #dataviz,source [185] those,missed [185] missed,binary [185] binary,message [185] message,encoded [185] encoded,#perseverancerover [185] #perseverancerover,parachute [185] parachute,#dataviz [33] reported,#covid19 [33] #covid19,deaths Top Word Pairs in Tweet in G7:
[34] #heatmaps,identify [34] identify,variance [34] variance,reveal [34] reveal,patterns [34] patterns,detect [34] detect,correlations [34] correlations,ease [34] ease,#dataviz [21] see,more [20] graphic,detail Top Word Pairs in Tweet in G8:
[187] #gischat,#eochat [184] #geopython,#gischat [161] #earthengine,#gis [150] #jupyter,#mapping [123] #geospatial,#dataviz [120] #dataviz,#geopython [91] #gis,#remotesensing [91] #remotesensing,#python [91] #geemap,feature [85] #mapping,#ipyleaflet Top Word Pairs in Tweet in G9:
[76] jinterlandi,iarynam [71] very,helpful [71] helpful,sharp [71] sharp,#dataviz [71] #dataviz,commentary [71] commentary,state [71] state,state [71] state,obstacles [71] obstacles,vaccination [71] vaccination,nytopinion Top Word Pairs in Tweet in G10:
[44] geologic,map [44] #arcgispro,#b3d [44] #geology,#geography [44] #geography,#gis [44] #gis,#dataviz [40] #cartography,#dataviz [39] #maps,#cartography [37] dot,vote [37] vote,2020 [37] 2020,presidential 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 G6:
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 G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
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: