The graph represents a network of 4,019 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 02:19 UTC.
The tweets in the network were tweeted over the 3712-day, 1-hour, 53-minute period from Saturday, 05 January 2013 at 22:56 UTC to Tuesday, 07 March 2023 at 00:50 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 : 4019
Unique Edges : 3137
Edges With Duplicates : 12691
Total Edges : 15828
Number of Edge Types : 9
Retweet : 2926
MentionsInRetweet : 5022
MentionsInReplyTo : 4338
Mentions : 965
Replies to : 1659
Tweet : 603
MentionsInQuote : 99
Quote : 167
MentionsInQuoteReply : 49
Self-Loops : 1387
Reciprocated Vertex Pair Ratio : 0.0679522497704316
Reciprocated Edge Ratio : 0.12725709372313
Connected Components : 376
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 3052
Maximum Edges in a Connected Component : 13825
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.873976
Graph Density : 0.000432118665804824
Modularity : 0.365189
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,019 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 02:19 UTC.
The tweets in the network were tweeted over the 3712-day, 1-hour, 53-minute period from Saturday, 05 January 2013 at 22:56 UTC to Tuesday, 07 March 2023 at 00:50 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:
[454] open,source [391] graphs,networks [390] kinds,graphs [381] gephi,wonderful [379] source,software [374] gephi,theprojectmerge [374] software,allows [373] herramienta,gephi [373] allows,visualize [372] visualize,explore Top Word Pairs in Tweet in G1:
[172] #mediaresearchinstitute,#twitterresearchproject [113] gephi,gephi [103] allhoff_joachim,#mediaresearchinstitute [87] version,gephi [85] #gephi,#nodexl [75] #nodexl,#rstats [74] grandjeanmartin,gephi [68] #twitterresearchproject,digital [68] network,analysis [68] digital,landscape Top Word Pairs in Tweet in G2:
[364] gephi,wonderful [361] graphs,networks [360] kinds,graphs [360] open,source [359] wonderful,open [359] visualize,explore [359] source,software [359] explore,kinds [359] allows,visualize [359] software,allows Top Word Pairs in Tweet in G3:
[374] gephi,theprojectmerge [370] theprojectmerge,mergebcdg [195] mergebcdg,#merge [185] forensic,geeking [185] data,credit [185] chain,forensic [185] credit,gephi [185] geeking,data [184] #merge,rocketbotpr [184] dfwplay,chain Top Word Pairs in Tweet in G4:
[282] gephi,visualizar [282] herramienta,gephi [281] visualizar,red [262] etiqueta,convoca [261] red,twitter [261] torno,etiqueta [261] twitter,torno [259] utilizado,herramienta [258] hemos,utilizado [257] periodistascuba,hemos Top Word Pairs in Tweet in G5:
[17] top,hashtags [12] same,gephi [9] maciej_burno,marinsanna [9] demarit,timoheinonen [9] timoheinonen,manothangaraj [9] slushhq,realitymeta [9] realitymeta,maciej_burno [9] marinsanna,demarit [9] manothangaraj,terhikoulumies [9] mspowerbi,gephi Top Word Pairs in Tweet in G6:
[12] network,analysis [9] using,gephi [8] jan,2023 [8] social,network [7] blockchain,visualization [6] herramienta,gephi [6] coinmonks,jan [6] dy_storyteller,coinmonks [5] desobediencia,civil [5] redes,sociales Top Word Pairs in Tweet in G7:
[23] data,gephi [22] website,data [22] data,stack [22] api,market [22] scraper,website [22] stack,#seo [22] serp,api [22] #seo,scraper [22] data,serp [22] check,structure Top Word Pairs in Tweet in G8:
[6] esses,gráficos [4] pedro_barciela,gephi [4] os,dados [4] garbg_collector,doutorpandego [3] pedro_barciela,eu [3] api,twitter [3] pedro_barciela,pedro [3] análise,redes [3] esse,tipo [3] dados,twitter Top Word Pairs in Tweet in G9:
[17] redes,sociales' [17] amiguitos,marañas [17] sociales',apantallando [17] 'investigador,redes [17] usted,jugar [17] quiere,usted [17] apantallando,amiguitos [17] marañas,puntitos [17] jugar,'investigador [16] encargado,redes Top Word Pairs in Tweet in G10:
[12] trending,twitter [11] allhoff_joachim,#mediaresearchinstitute [10] conversation,twitter [10] rstudio,gephi [10] hugh,jackman [10] pulling,string [8] #mediaresearchinstitute,#twitterresearchproject [8] twitter,today [7] size,based [7] based,betweenness Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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