The graph represents a network of 5,230 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-10-31 until:2022-11-07", 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, 07 November 2022 at 12:37 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 31 October 2022 at 00:01 UTC to Sunday, 06 November 2022 at 23:44 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 : 5230
Unique Edges : 8316
Edges With Duplicates : 7961
Total Edges : 16277
Number of Edge Types : 5
Retweet : 7684
MentionsInRetweet : 5149
Mentions : 1926
Replies to : 393
Tweet : 1125
Self-Loops : 1330
Reciprocated Vertex Pair Ratio : 0.0181737094436392
Reciprocated Edge Ratio : 0.0356986421375383
Connected Components : 461
Single-Vertex Connected Components : 193
Maximum Vertices in a Connected Component : 3815
Maximum Edges in a Connected Component : 13981
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.477637
Graph Density : 0.000333922414596929
Modularity : 0.50623
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 5,230 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-10-31 until:2022-11-07", 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, 07 November 2022 at 12:37 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 43-minute period from Monday, 31 October 2022 at 00:01 UTC to Sunday, 06 November 2022 at 23:44 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:2022-10-31 until:2022-11-07
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:
[2656] #javascript,#reactjs [2645] #iot,#iiot [2628] #fintech,#insurtech [2624] #datavis,#infosec [2578] #wordpress,#security [2577] #flutter,#html [2550] #html,#azure [2509] #reactjs,#wordpress [2493] #security,#defi [2416] #insurtech,#ai Top Word Pairs in Tweet in G1:
[401] #datascience,#rstats [391] curso,online [353] #dataviz,#datavisualization [303] #rstats,#programming [297] #programming,#analytics [296] data,visualization [295] #analytics,#bi [295] basado,increíble [295] visualization,claus [295] libro,#dataviz Top Word Pairs in Tweet in G2:
[445] #30daymapchallenge,day [323] #gis,#maps [239] #datavisualization,#dataviz [239] #rstats,#dataviz [229] using,#rstats [228] made,using [218] day,points [214] #rstats,#datascience [189] points,map [189] #rstats,#datavisualization Top Word Pairs in Tweet in G3:
[2572] #javascript,#reactjs [2560] #iot,#iiot [2557] #fintech,#insurtech [2541] #datavis,#infosec [2501] #flutter,#html [2500] #wordpress,#security [2474] #html,#azure [2433] #reactjs,#wordpress [2417] #security,#defi [2350] #insurtech,#ai Top Word Pairs in Tweet in G4:
[85] infobeautyaward,#iibawards [78] beautiful,awards [78] day,make [78] thrilled,share [78] centerforbiodiv,dataviz [78] monarch,recovery [78] shortlist,2022 [78] western,monarch [78] again,dataviz [78] information,beautiful Top Word Pairs in Tweet in G5:
[29] see,more [28] detail,#dataviz [28] graphic,detail [28] #dataviz,see [27] source,#nyc [27] #nyc,#dataviz [12] map,source [11] #datavisualization,#dataviz [11] contact,today [10] #freelancer,#upwork Top Word Pairs in Tweet in G6:
[48] lot,fun [39] explored,topic [39] viz,lot [39] one,#ironviz [39] qualifiers,#dataviz [39] globalization,nba [39] nba,inspired [39] topic,globalization [39] players,enjoy [39] public,viz Top Word Pairs in Tweet in G7:
[182] matplotlib,#dataviz [182] represent,information [182] neurons,sometimes [182] information,higher [182] animation,made [182] together,encode [182] share,cute [182] made,showcase [182] need,share [182] showcase,neurons Top Word Pairs in Tweet in G8:
[94] day,#30daymapchallenge [94] #python,using [75] #gis,#dataviz [75] #data,#datascience [68] made,#python [62] map,showing [49] #30daymapchallenge,lines [49] map,made [49] using,#numpy [49] #uk,#gb Top Word Pairs in Tweet in G9:
[147] #dataviz,source [147] outstanding,animated [147] depth,july [147] version,click [147] epic,#dataviz [147] 2018,interactive [147] earthquakes,depth [147] more,epic [147] online,version [147] year,worth Top Word Pairs in Tweet in G10:
[91] visualize,data [78] read,#griddb [78] data,points [78] data,gathered [78] see,effects [78] epa,#la [78] help,visualize [78] quality,data [78] wildfires,region [78] california,wildfires 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 G6:
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 G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: