The graph represents a network of 5,622 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-05-16 until:2022-05-23", 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, 23 May 2022 at 12:29 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 16 May 2022 at 00:02 UTC to Sunday, 22 May 2022 at 23:57 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 : 5622
Unique Edges : 10684
Edges With Duplicates : 17964
Total Edges : 28648
Number of Edge Types : 5
Retweet : 12455
Replies to : 2081
MentionsInRetweet : 10315
Tweet : 1199
Mentions : 2598
Self-Loops : 1538
Reciprocated Vertex Pair Ratio : 0.0279062221140586
Reciprocated Edge Ratio : 0.054297214110962
Connected Components : 506
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 4222
Maximum Edges in a Connected Component : 26641
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.730722
Graph Density : 0.000400964999435782
Modularity : 0.377292
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,622 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-05-16 until:2022-05-23", 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, 23 May 2022 at 12:29 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 55-minute period from Monday, 16 May 2022 at 00:02 UTC to Sunday, 22 May 2022 at 23:57 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:2022-05-16 until:2022-05-23
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:
[6425] #fintech,#insurtech [6203] #mlops,#flutter [6187] #flutter,#html [6137] #wordpress,#security [6065] #html,#azure [6049] #datavis,#infosec [5962] #javascript,#reactjs [5953] #iot,#iiot [5931] #insurtech,#ai [5878] #reactjs,#wordpress Top Word Pairs in Tweet in G1:
[423] #rstats,#dataviz [231] data,visualization [174] #dataviz,#rstats [141] fundamentals,data [140] free,ebook [116] visualization,claus [116] claus,wilke [114] read,free [112] ebook,fundamentals [111] wilke,#dataviz Top Word Pairs in Tweet in G2:
[110] comment,one [110] one,piece [110] piece,#dataviz [110] #dataviz,story [110] story,without [110] without,looking [110] looking,context [110] context,especially [110] especially,debating [110] debating,newspaper Top Word Pairs in Tweet in G3:
[6416] #fintech,#insurtech [6189] #mlops,#flutter [6173] #flutter,#html [6123] #wordpress,#security [6051] #html,#azure [6035] #datavis,#infosec [5949] #javascript,#reactjs [5934] #iot,#iiot [5917] #insurtech,#ai [5864] #reactjs,#wordpress Top Word Pairs in Tweet in G4:
[436] data,visualization [432] fundamentals,data [368] #dataviz,#datavisualization [350] free,ebook [344] ebook,read [344] read,online [344] online,fundamentals [344] visualization,using [344] using,#rstats [344] #rstats,#rmarkdown Top Word Pairs in Tweet in G5:
[239] #ai,#machinelearning [165] #analytics,#ai [158] #bigdata,#datascience [124] #datascience,#analytics [123] #machinelearning,#artificialintelligence [123] #artificialintelligence,#data [123] #data,#dataanalytics [123] #dataanalytics,#python [123] #python,#sql [123] #sql,#statistics Top Word Pairs in Tweet in G6:
[27] source,#nyc [27] #nyc,#dataviz [16] map,source [13] view,more [13] more,lidar [13] lidar,equator [12] check,qlik [12] qlik,recently [12] recently,released [12] released,#dataviz Top Word Pairs in Tweet in G7:
[72] #datascience,#dataviz [51] over,past [51] past,week [44] grown,#instagram [44] #instagram,over [30] #dataviz,#machinelearning [27] #statstwitter,#datascience [24] #machinelearning,#datascience [24] teams,grown [21] #ncaabasketball,#ncaambb Top Word Pairs in Tweet in G8:
[113] three,websites [113] websites,hosts [113] hosts,data [113] data,challenges [113] challenges,data [113] data,omega [113] omega,maven [113] maven,analytics [113] analytics,onyx [113] onyx,data Top Word Pairs in Tweet in G9:
[58] leonardo,online [58] online,#color [58] #color,tool [58] tool,adobe [58] adobe,quite [58] quite,extensive [58] extensive,#dataviz [58] #dataviz,section [58] section,cc [58] cc,lisacmuth Top Word Pairs in Tweet in G10:
[44] #dataviz,source [35] #python,using [31] #data,#datascience [31] #datascience,#dataviz [31] #dataviz,#geography [30] using,#matplotlib [30] #matplotlib,#numpy [30] projection,true [30] true,size [30] #dataviz,#maps 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 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: