The graph represents a network of 625 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Friday, 25 February 2022 at 17:10 UTC.
The tweets in the network were tweeted over the 13-hour, 15-minute period from Friday, 25 February 2022 at 03:44 UTC to Friday, 25 February 2022 at 16:59 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.
Vertices : 625
Unique Edges : 1040
Edges With Duplicates : 1065
Total Edges : 2105
Number of Edge Types : 5
Retweet : 862
Tweet : 125
MentionsInRetweet : 725
Replies to : 127
Mentions : 266
Self-Loops : 136
Reciprocated Vertex Pair Ratio : 0.0148560817084494
Reciprocated Edge Ratio : 0.0292772186642269
Connected Components : 100
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 283
Maximum Edges in a Connected Component : 1612
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.913757
Graph Density : 0.0028025641025641
Modularity : 0.463542
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 625 Twitter users whose recent tweets contained "dataviz OR datavis", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Friday, 25 February 2022 at 17:10 UTC.
The tweets in the network were tweeted over the 13-hour, 15-minute period from Friday, 25 February 2022 at 03:44 UTC to Friday, 25 February 2022 at 16:59 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
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[512] #iot,#iiot [479] #fintech,#insurtech [475] #datavis,#infosec [470] #wordpress,#security [467] #mlops,#flutter [466] #infosec,#devops [465] #javascript,#reactjs [465] #flutter,#html [465] #html,#azure [452] #reactjs,#wordpress Top Word Pairs in Tweet in G1:
[474] #iot,#iiot [467] #fintech,#insurtech [462] #datavis,#infosec [459] #wordpress,#security [456] #mlops,#flutter [455] #infosec,#devops [454] #javascript,#reactjs [454] #flutter,#html [454] #html,#azure [443] #reactjs,#wordpress Top Word Pairs in Tweet in G2:
[54] telling,great [54] great,data [54] data,story [54] story,visualization [54] visualization,decision [54] decision,tree [54] tree,#dataviz [54] #dataviz,#kdnuggets [12] #python,#dataviz [11] creating,beautiful Top Word Pairs in Tweet in G3:
[34] #artificialintelligence,#ai [31] descarga,gratis [31] gratis,#ebook [31] #ebook,#machinelearning [31] #machinelearning,#artificialintelligence [31] #ai,#datascience [31] #datascience,#python [31] #python,#programming [31] #programming,#technology [31] #technology,#deeplearning Top Word Pairs in Tweet in G4:
[4] graphic,detail [4] detail,#dataviz [4] #dataviz,see [4] see,more [3] #datavisualization,#dataviz [3] beautiful,data [3] confirmed,probable [2] introduction,data [2] data,visualization [2] visualization,ggplot2 Top Word Pairs in Tweet in G5:
[13] analyzed,air [13] air,quality [13] quality,data [13] data,gathered [13] gathered,epa [13] epa,#la [13] #la,county [13] county,see [13] see,effects [13] effects,california Top Word Pairs in Tweet in G6:
[14] #datavisualization,#dataviz [9] seminal,works [9] works,articles [9] articles,books [9] books,#datavisualization [9] #dataviz,known [9] known,practitioners [9] practitioners,reads [9] reads,particularly [9] particularly,science Top Word Pairs in Tweet in G7:
[5] etc,links [3] week's,#data [3] #data,#dataviz [3] #dataviz,#ddj [3] #ddj,#datajournalism [3] #datajournalism,etc [3] links,open [3] open,bar [3] bar,slava [3] slava,ukraini Top Word Pairs in Tweet in G8:
[2] each,#socialmedia [2] #socialmedia,#platform [2] #platform,peaking [2] peaking,#google [2] #google,#digitalmarketing [2] #digitalmarketing,#reddit [2] #reddit,#facebook [2] #facebook,#meta [2] #meta,#dataviz [2] #dataviz,joannmoretti Top Word Pairs in Tweet in G9:
[10] week's,#tidytuesday [10] #rstats,#dataviz [7] political,rights [7] rights,civil [7] civil,liberties [7] liberties,africa [7] africa,week's [7] #tidytuesday,code [7] code,#rstats [6] free,continents Top Word Pairs in Tweet in G10:
[12] #rstats,#dataviz [10] cuáles,fueron [10] fueron,#sequías [10] #sequías,intensas [10] intensas,mayor [10] mayor,extensión [10] extensión,1961 [10] 1961,2020 [10] 2020,sequía [10] sequía,grave Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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: