The graph represents a network of 4,224 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 02:23 UTC.
The tweets in the network were tweeted over the 3209-day, 6-hour, 57-minute period from Friday, 04 April 2014 at 17:54 UTC to Tuesday, 17 January 2023 at 00:52 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 : 4224
Unique Edges : 2860
Edges With Duplicates : 11377
Total Edges : 14237
Number of Edge Types : 9
Retweet : 3123
MentionsInRetweet : 4648
Mentions : 1057
MentionsInReplyTo : 3105
Replies to : 1378
Tweet : 632
MentionsInQuote : 83
Quote : 163
MentionsInQuoteReply : 48
Self-Loops : 1375
Reciprocated Vertex Pair Ratio : 0.0721439483958581
Reciprocated Edge Ratio : 0.134578847371754
Connected Components : 404
Single-Vertex Connected Components : 175
Maximum Vertices in a Connected Component : 3211
Maximum Edges in a Connected Component : 12254
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.00011
Graph Density : 0.000354076521789048
Modularity : 0.380184
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,224 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 02:23 UTC.
The tweets in the network were tweeted over the 3209-day, 6-hour, 57-minute period from Friday, 04 April 2014 at 17:54 UTC to Tuesday, 17 January 2023 at 00:52 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:
[637] herramienta,gephi [605] gephi,visualizar [583] twitter,torno [580] torno,etiqueta [560] visualizar,red [541] etiqueta,convoca [538] red,twitter [525] utilizado,herramienta [524] hemos,utilizado [523] periodistascuba,hemos Top Word Pairs in Tweet in G1:
[204] #mediaresearchinstitute,#twitterresearchproject [196] gephi,gephi [149] allhoff_joachim,#mediaresearchinstitute [126] gephi,10 [111] #twitterresearchproject,digital [111] digital,landscape [109] dark,mode [106] apple,silicon [104] silicon,support [104] image,export Top Word Pairs in Tweet in G2:
[544] herramienta,gephi [543] gephi,visualizar [542] visualizar,red [522] twitter,torno [522] red,twitter [520] etiqueta,convoca [519] torno,etiqueta [516] utilizado,herramienta [515] hemos,utilizado [514] periodistascuba,hemos Top Word Pairs in Tweet in G3:
[327] gephi,wonderful [320] verukita1,gephi [319] graphs,networks [318] open,source [318] kinds,graphs [317] software,allows [317] explore,kinds [317] allows,visualize [317] wonderful,open [317] visualize,explore Top Word Pairs in Tweet in G4:
[40] software,allows [40] open,source [40] visualize,explore [40] kinds,graphs [40] allows,visualize [40] wonderful,open [40] graphs,networks [40] gephi,wonderful [40] source,software [40] explore,kinds Top Word Pairs in Tweet in G5:
[13] network,analysis [9] social,network [8] using,gephi [6] herramienta,gephi [5] desobediencia,civil [5] periodistas,cuba [5] convoca,desobediencia [5] unión,periodistas [5] gephi,10 [5] etiqueta,convoca Top Word Pairs in Tweet in G6:
[56] mundocryto,manithawani [56] cuentas,retuiteadas [56] mencionando,mundocryto [56] manithawani,últimos [56] destacadas,cuentas [56] gráfico,anterior [56] vemos,destacadas [56] anterior,vemos [56] retuiteadas,mencionando [55] julianmaciast,gráfico Top Word Pairs in Tweet in G7:
[6] lulaoficial,cajupensa [6] esses,gráficos [6] anitta,lulaoficial [6] pedro_barciela,anitta [4] os,dados [4] ideias_radicais,pedro_barciela [4] pedro_barciela,gephi [4] lulaoficial,ptbrasil [3] _bigpao,pedro_barciela [3] análise,redes Top Word Pairs in Tweet in G8:
[17] 'investigador,redes [17] apantallando,amiguitos [17] quiere,usted [17] jugar,'investigador [17] sociales',apantallando [17] usted,jugar [17] amiguitos,marañas [17] marañas,puntitos [17] redes,sociales' [16] encargado,redes Top Word Pairs in Tweet in G9:
[40] using,gephi [39] guersole,monrodriguez [38] analyse,networks [38] axel,bruns [38] networks,using [38] visually,analyse [36] cscolari,#newbook [24] snurb_dot_info,guersole [23] #newbook,#newchapter [23] bruns,snurb_dot_info Top Word Pairs in Tweet in G10:
[24] market,data [24] api,market [24] data,stack [24] gephi,check [24] check,structure [24] #seo,scraper [24] scraper,website [24] data,gephi [24] website,data [24] serp,api Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G5:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G10: