The graph represents a network of 3,982 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 01:19 UTC.
The tweets in the network were tweeted over the 3718-day, 21-hour, 10-minute period from Saturday, 05 January 2013 at 22:56 UTC to Monday, 13 March 2023 at 20:07 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 : 3982
Unique Edges : 3198
Edges With Duplicates : 12744
Total Edges : 15942
Number of Edge Types : 9
Retweet : 2869
MentionsInRetweet : 5000
MentionsInReplyTo : 4451
Replies to : 1710
Mentions : 975
Quote : 168
MentionsInQuote : 100
Tweet : 622
MentionsInQuoteReply : 47
Self-Loops : 1424
Reciprocated Vertex Pair Ratio : 0.0705864339304854
Reciprocated Edge Ratio : 0.131864988558352
Connected Components : 387
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 2988
Maximum Edges in a Connected Component : 13873
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.840989
Graph Density : 0.000441070474003147
Modularity : 0.364902
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,982 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 01:19 UTC.
The tweets in the network were tweeted over the 3718-day, 21-hour, 10-minute period from Saturday, 05 January 2013 at 22:56 UTC to Monday, 13 March 2023 at 20:07 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 [382] gephi,wonderful [380] source,software [375] software,allows [374] gephi,theprojectmerge [374] allows,visualize [373] visualize,explore [373] explore,kinds Top Word Pairs in Tweet in G1:
[174] #mediaresearchinstitute,#twitterresearchproject [116] gephi,gephi [104] allhoff_joachim,#mediaresearchinstitute [90] version,gephi [86] #gephi,#nodexl [76] #nodexl,#rstats [76] grandjeanmartin,gephi [72] network,analysis [68] #twitterresearchproject,digital [68] digital,landscape Top Word Pairs in Tweet in G2:
[365] gephi,wonderful [362] graphs,networks [361] open,source [361] kinds,graphs [360] software,allows [360] visualize,explore [360] allows,visualize [360] wonderful,open [360] source,software [360] explore,kinds Top Word Pairs in Tweet in G3:
[374] gephi,theprojectmerge [370] theprojectmerge,mergebcdg [196] mergebcdg,#merge [186] forensic,geeking [186] data,credit [186] chain,forensic [186] credit,gephi [186] geeking,data [185] #merge,rocketbotpr [185] dfwplay,chain Top Word Pairs in Tweet in G4:
[18] top,hashtags [12] same,gephi [11] nodexl,gephi [9] mspowerbi,gephi [9] demarit,timoheinonen [9] realitymeta,maciej_burno [9] marinsanna,demarit [9] manothangaraj,terhikoulumies [9] timoheinonen,manothangaraj [9] maciej_burno,marinsanna Top Word Pairs in Tweet in G5:
[191] gephi,visualizar [191] herramienta,gephi [191] visualizar,red [174] torno,etiqueta [174] twitter,torno [174] red,twitter [174] etiqueta,convoca [172] utilizado,herramienta [171] hemos,utilizado [170] periodistascuba,hemos Top Word Pairs in Tweet in G6:
[12] network,analysis [9] using,gephi [8] social,network [8] jan,2023 [7] blockchain,visualization [7] herramienta,gephi [6] etiqueta,convoca [6] redes,sociales [6] dy_storyteller,coinmonks [6] convoca,desobediencia Top Word Pairs in Tweet in G7:
[56] mundocryto,manithawani [56] anterior,vemos [56] vemos,destacadas [56] cuentas,retuiteadas [56] manithawani,últimos [56] destacadas,cuentas [56] gráfico,anterior [56] mencionando,mundocryto [56] retuiteadas,mencionando [55] julianmaciast,gráfico Top Word Pairs in Tweet in G8:
[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 G9:
[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] _bigpao,pedro_barciela Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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 G6:
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: