The graph represents a network of 4,136 Twitter users whose recent tweets contained "gephi", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 02:34 UTC.
The tweets in the network were tweeted over the 3683-day, 19-hour, 51-minute period from Saturday, 05 January 2013 at 22:56 UTC to Monday, 06 February 2023 at 18:48 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4136
Unique Edges : 3058
Edges With Duplicates : 12419
Total Edges : 15477
Number of Edge Types : 9
Retweet : 3114
MentionsInRetweet : 5145
MentionsInReplyTo : 3947
Mentions : 922
Replies to : 1479
Tweet : 588
MentionsInQuote : 83
MentionsInQuoteReply : 48
Quote : 151
Self-Loops : 1289
Reciprocated Vertex Pair Ratio : 0.06004828002414
Reciprocated Edge Ratio : 0.113293481354967
Connected Components : 363
Single-Vertex Connected Components : 165
Maximum Vertices in a Connected Component : 3140
Maximum Edges in a Connected Component : 13378
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.787254
Graph Density : 0.000410820494949235
Modularity : 0.380278
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,136 Twitter users whose recent tweets contained "gephi", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 02:34 UTC.
The tweets in the network were tweeted over the 3683-day, 19-hour, 51-minute period from Saturday, 05 January 2013 at 22:56 UTC to Monday, 06 February 2023 at 18:48 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : gephi
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:
[636] herramienta,gephi [604] gephi,visualizar [582] twitter,torno [579] torno,etiqueta [559] visualizar,red [540] etiqueta,convoca [537] red,twitter [524] utilizado,herramienta [523] hemos,utilizado [522] periodistascuba,hemos Top Word Pairs in Tweet in G1:
[171] #mediaresearchinstitute,#twitterresearchproject [106] allhoff_joachim,#mediaresearchinstitute [106] gephi,gephi [93] #gephi,#nodexl [87] #twitterresearchproject,digital [87] digital,landscape [85] version,gephi [81] network,analysis [75] grandjeanmartin,gephi [74] #nodexl,#rstats Top Word Pairs in Tweet in G2:
[543] herramienta,gephi [542] gephi,visualizar [541] visualizar,red [521] red,twitter [521] twitter,torno [519] etiqueta,convoca [518] torno,etiqueta [515] utilizado,herramienta [514] hemos,utilizado [513] periodistascuba,hemos Top Word Pairs in Tweet in G3:
[374] gephi,wonderful [362] graphs,networks [361] kinds,graphs [361] open,source [360] wonderful,open [360] visualize,explore [360] source,software [360] explore,kinds [360] allows,visualize [360] software,allows Top Word Pairs in Tweet in G4:
[380] gephi,theprojectmerge [379] theprojectmerge,mergebcdg [196] mergebcdg,#merge [193] data,credit [193] chain,forensic [193] geeking,data [193] credit,gephi [193] forensic,geeking [192] dfwplay,chain [192] #merge,rocketbotpr Top Word Pairs in Tweet in G5:
[14] top,hashtags [10] same,gephi [9] mspowerbi,gephi [7] gephi,thepsf [7] nodexl,gephi [6] demarit,timoheinonen [6] realitymeta,maciej_burno [6] marinsanna,demarit [6] manothangaraj,terhikoulumies [6] step_up_one,slushhq Top Word Pairs in Tweet in G6:
[14] network,analysis [13] using,gephi [10] jan,2023 [9] blockchain,visualization [9] social,network [8] coinmonks,jan [8] dy_storyteller,coinmonks [6] herramienta,gephi [5] desobediencia,civil [5] money,flow Top Word Pairs in Tweet in G7:
[6] pedro_barciela,anitta [6] esses,gráficos [6] lulaoficial,cajupensa [6] anitta,lulaoficial [4] pedro_barciela,gephi [4] os,dados [4] ideias_radicais,pedro_barciela [3] pedro_barciela,eu [3] api,twitter [3] pedro_barciela,pedro Top Word Pairs in Tweet in G8:
[17] marañas,puntitos [17] jugar,'investigador [17] 'investigador,redes [17] sociales',apantallando [17] amiguitos,marañas [17] apantallando,amiguitos [17] redes,sociales' [17] usted,jugar [17] quiere,usted [16] leogarciamx,quiere Top Word Pairs in Tweet in G9:
[24] scraper,website [24] stack,#seo [24] serp,api [24] check,structure [24] data,stack [24] data,serp [24] market,data [24] website,data [24] data,gephi [24] api,market Top Word Pairs in Tweet in G10:
[12] allhoff_joachim,#mediaresearchinstitute [12] trending,twitter [10] rstudio,gephi [10] hugh,jackman [10] pulling,string [10] conversation,twitter [9] #mediaresearchinstitute,#twitterresearchproject [8] twitter,today [7] node,size [7] gephi,python Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: