The graph represents a network of 17,118 Twitter users whose recent tweets contained "Ronaldo (agua OR water OR cola OR coke) until:2021-06-16", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 16 June 2021 at 13:46 UTC.
The tweets in the network were tweeted over the 3-hour, 40-minute period from Tuesday, 15 June 2021 at 20:19 UTC to Tuesday, 15 June 2021 at 23:59 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.
Author Description
Vertices : 17118
Unique Edges : 18917
Edges With Duplicates : 833
Total Edges : 19750
Number of Edge Types : 5
Retweet : 15493
Tweet : 2422
Replies to : 443
MentionsInRetweet : 753
Mentions : 639
Self-Loops : 2461
Reciprocated Vertex Pair Ratio : 0.0010590104136024
Reciprocated Edge Ratio : 0.00211578019394652
Connected Components : 2038
Single-Vertex Connected Components : 1317
Maximum Vertices in a Connected Component : 13261
Maximum Edges in a Connected Component : 15716
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.524535
Graph Density : 5.80699270860822E-05
Modularity : 0.844655
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 17,118 Twitter users whose recent tweets contained "Ronaldo (agua OR water OR cola OR coke) until:2021-06-16", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 16 June 2021 at 13:46 UTC.
The tweets in the network were tweeted over the 3-hour, 40-minute period from Tuesday, 15 June 2021 at 20:19 UTC to Tuesday, 15 June 2021 at 23:59 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 : Ronaldo (agua OR water OR cola OR coke) until:2021-06-16
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[21249] coca,cola [14910] cristiano,ronaldo [5363] millones,dólares [4064] 000,millones [3089] valor,bolsa [2972] dólares,valor [2713] gesto,cristiano [2674] casi,000 [2178] mil,millones [2165] agua,coca Top Word Pairs in Tweet in G1:
[3154] coca,cola [1990] cristiano,ronaldo [1944] 000,millones [1928] millones,dólares [1927] valor,bolsa [1926] casi,000 [1926] dólares,valor [1167] botellas,coca [1165] 20,segundos [1157] cola,gesto Top Word Pairs in Tweet in G2:
[1138] coca,cola [875] cristiano,ronaldo [149] gesto,cristiano [107] millones,dólares [77] 000,millones [73] ronaldo,coca [50] acciones,coca [43] cola,perde [40] botellas,coca [36] perde,bilhões Top Word Pairs in Tweet in G3:
[1381] coca,cola [1183] cristiano,ronaldo [1033] millones,dólares [369] mil,millones [317] jugador,eurocopas [312] 000,millones [310] valor,bolsa [268] agua,coca [264] cola,marca [241] unas,pérdidas Top Word Pairs in Tweet in G4:
[1261] coca,cola [779] cristiano,ronaldo [455] billion,value [431] cola,lost [394] cola,bottles [383] ronaldo,removed [375] two,coca [373] removed,two [373] bottles,vicinity [373] vicinity,favor Top Word Pairs in Tweet in G5:
[678] coca,cola [669] cristiano,ronaldo [542] millones,dólares [519] tomar,agua [509] dólares,coca [495] hizo,perder [494] ronaldo,hizo [493] perder,día [493] día,4mil [493] 4mil,millones Top Word Pairs in Tweet in G6:
[422] cristiano,ronaldo [413] coca,cola [156] drink,water [86] 000,millones [77] people,drink [76] water,cristiano [73] ronaldo,euro2020 [71] press,conference [67] agua,coca [60] ronaldo,removed Top Word Pairs in Tweet in G7:
[803] mil,millones [540] coca,cola [396] acciones,coca [396] cola,costaban [396] costaban,56 [396] 56,10 [396] 10,luego [396] luego,gesto [396] gesto,ronaldo [396] ronaldo,acciones Top Word Pairs in Tweet in G8:
[402] coca,cola [178] milyar,dolar [177] coca,cola'ya [165] cola,şişelerini [147] dolar,değer [122] ronaldo,#reis [122] #reis,maça [122] maça,çıkmadan [122] çıkmadan,ilk [122] ilk,golünü Top Word Pairs in Tweet in G9:
[559] coca,cola [450] cristiano,ronaldo [334] bilhões,dólares [225] bebam,água [222] ronaldo,colocou [222] colocou,coca [222] cola,lado [222] lado,sugeriu [222] sugeriu,pessoas [222] pessoas,bebam Top Word Pairs in Tweet in G10:
[364] cristiano,ronaldo [362] coca,cola [308] gesto,cristiano [306] bilhões,dólares [246] cola,perde [245] após,gesto [231] 20,bilhões [226] perde,mais [226] mais,bilhões [226] dólares,20 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 G6:
Top Mentioned in G7:
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: