The graph represents a network of 5,704 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-01-17 until:2022-01-24", 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, 24 January 2022 at 12:47 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 17 January 2022 at 00:08 UTC to Sunday, 23 January 2022 at 23:59 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 : 5704
Unique Edges : 13388
Edges With Duplicates : 26430
Total Edges : 39818
Number of Edge Types : 5
Retweet : 15733
MentionsInRetweet : 18044
Replies to : 2410
Tweet : 1313
Mentions : 2318
Self-Loops : 1554
Reciprocated Vertex Pair Ratio : 0.0307791371538957
Reciprocated Edge Ratio : 0.059720139930035
Connected Components : 538
Single-Vertex Connected Components : 267
Maximum Vertices in a Connected Component : 4357
Maximum Edges in a Connected Component : 37682
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.771365
Graph Density : 0.000492100931597971
Modularity : 0.33858
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,704 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-01-17 until:2022-01-24", 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, 24 January 2022 at 12:47 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 17 January 2022 at 00:08 UTC to Sunday, 23 January 2022 at 23:59 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:2022-01-17 until:2022-01-24
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:
[8348] #fintech,#insurtech [8201] #mlops,#flutter [8163] #flutter,#html [8086] #html,#azure [7978] #wordpress,#security [7962] #iot,#iiot [7946] #datavis,#infosec [7905] #insurtech,#ai [7789] #infosec,#devops [7708] #ai,#finserv Top Word Pairs in Tweet in G1:
[8234] #fintech,#insurtech [8097] #mlops,#flutter [8060] #flutter,#html [8001] #html,#azure [7888] #wordpress,#security [7874] #iot,#iiot [7836] #datavis,#infosec [7807] #insurtech,#ai [7691] #infosec,#devops [7612] #ai,#finserv Top Word Pairs in Tweet in G2:
[238] #rstats,#dataviz [128] #rstats,#ggplot2 [121] three,years [121] time,update [120] ish,#dataviz [120] #dataviz,film [120] film,genre [120] genre,popularity [120] popularity,1910 [120] 1910,2021 Top Word Pairs in Tweet in G3:
[214] #datavisualization,#dataviz [106] data,visualizations [102] #dataviz,#datascience [99] visualización,datos [98] imagen,vale [98] vale,mil [98] mil,palabras [98] palabras,consejos [98] consejos,visualización [98] datos,#datavisualization Top Word Pairs in Tweet in G4:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [27] time,brush [27] brush,#datavis [27] #datavis,knowledge [27] knowledge,discover [27] discover,power [27] power,dual Top Word Pairs in Tweet in G5:
[125] enilev,khulood_almani [87] pawlowskimario,margaretsiegien [76] #dataviz,chboursin [74] hana_elsayyed,shi4tech [72] curieuxexplorer,pawlowskimario [71] fogle_shane,baski_la [71] theadityapatro,albertoemachado [69] #space,#dataviz [69] #dataviz,joannmoretti [69] joannmoretti,shi4tech Top Word Pairs in Tweet in G6:
[221] basics,spanish [221] spanish,curso [221] curso,línea [221] línea,completo [221] completo,esencial [221] esencial,ecólogos [221] ecólogos,punto [221] punto,lanzarse [221] lanzarse,versión [221] versión,completamente Top Word Pairs in Tweet in G7:
[44] 2022,#analysis [44] #analysis,#breakingnews [44] #breakingnews,#canada [44] #canada,#currentaffairs [44] #currentaffairs,#dataviz [44] #dataviz,#liberal [44] #liberal,#news [44] #news,#politics [44] #politics,#progressive [44] #progressive,#taypeinernat Top Word Pairs in Tweet in G8:
[49] #eochat,#gischat [49] #maps,#gis [46] #gis,#dataviz [45] #dataviz,#geospatial [43] full,article [43] article,#maps [41] tutorial,github [41] spectral,indices [39] #geospatial,#spatial [35] #gischat,#dataviz Top Word Pairs in Tweet in G9:
[141] minute,interval [141] interval,asos [141] asos,data [141] data,available [141] available,tried [141] tried,dataviz [141] dataviz,idea [141] idea,showing [141] showing,sparklines [141] sparklines,each Top Word Pairs in Tweet in G10:
[74] #dataviz,#rstats [71] excited,announce [71] announce,package [71] package,ggdensity [71] ggdensity,public [71] public,github [71] github,extends [71] extends,ggplot2 [71] ggplot2,providing [71] providing,more 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 G5:
Top Replied-To in G7:
Top Replied-To in G8:
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 G7:
Top Mentioned in G8:
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: