The graph represents a network of 17,539 Twitter users whose recent tweets contained "Ronaldo (agua OR water OR cola OR coke)", 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 11:29 UTC.
The tweets in the network were tweeted over the 4-hour, 3-minute period from Wednesday, 16 June 2021 at 05:06 UTC to Wednesday, 16 June 2021 at 09:10 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 : 17539
Unique Edges : 19632
Edges With Duplicates : 879
Total Edges : 20511
Number of Edge Types : 5
Retweet : 14620
Tweet : 3279
MentionsInRetweet : 1142
Replies to : 604
Mentions : 866
Self-Loops : 3313
Reciprocated Vertex Pair Ratio : 0.00200554474134371
Reciprocated Edge Ratio : 0.00400306116441985
Connected Components : 2775
Single-Vertex Connected Components : 1911
Maximum Vertices in a Connected Component : 12676
Maximum Edges in a Connected Component : 15388
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.227231
Graph Density : 5.52245000602765E-05
Modularity : 0.847543
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 17,539 Twitter users whose recent tweets contained "Ronaldo (agua OR water OR cola OR coke)", 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 11:29 UTC.
The tweets in the network were tweeted over the 4-hour, 3-minute period from Wednesday, 16 June 2021 at 05:06 UTC to Wednesday, 16 June 2021 at 09:10 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)
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:
[17706] coca,cola [9673] cristiano,ronaldo [2904] press,conference [1775] cola,bottles [1710] market,value [1638] ronaldo,coca [1429] ronaldo,removed [1277] drink,water [1238] milyar,dolar [1061] removed,two Top Word Pairs in Tweet in G1:
[1551] coca,cola [692] cristiano,ronaldo [230] market,value [156] wipes,billions [152] cola,market [150] snub,wipes [145] billions,coca [144] ronaldo,snub [127] press,conference [109] ronaldo,coca Top Word Pairs in Tweet in G2:
[1006] coca,cola [1003] cristiano,ronaldo [966] cola,perdu [964] perdu,milliards [963] bouteilles,coca [961] depuis,cristiano [961] ronaldo,enlevé [961] enlevé,deux [961] deux,bouteilles [961] coca,remplacé Top Word Pairs in Tweet in G3:
[1310] coca,cola [694] cristiano,ronaldo [456] botol,coca [319] rp,57 [305] air,mineral [302] sekitar,rp [298] cola,dari [298] press,conference [298] cola,kehilangan [292] saat,press Top Word Pairs in Tweet in G4:
[945] coca,cola [483] cristiano,ronaldo [284] ronaldo,removed [272] drink,water [195] market,value [187] people,drink [180] removed,two [175] two,bottles [173] sponsors,coca [171] star,cristiano Top Word Pairs in Tweet in G5:
[969] coca,cola [675] cristiano,ronaldo [427] millones,dólares [372] 000,millones [342] dólares,valor [342] valor,bolsa [340] casi,000 [266] agua,coca [263] botellas,coca [237] 20,segundos Top Word Pairs in Tweet in G6:
[656] coca,cola [617] press,conference [616] first,ronaldo [616] ronaldo,coca [616] cola,paul [616] paul,pogba [613] pogba,happy [613] happy,heineken [613] heineken,front [613] front,press Top Word Pairs in Tweet in G7:
[655] coca,cola [348] cristiano,ronaldo [173] one,tweet [173] crypto,market [173] ronaldo,hold [173] hold,water [170] tweet,change [170] market,ronaldo [168] #cocacola,#christianoronaldo [168] #christianoronaldo,coke Top Word Pairs in Tweet in G8:
[568] coca,cola [539] cristiano,ronaldo [502] press,conference [492] cola,bottles [489] #euro2020,press [469] water',cristiano [463] drink,water' [443] bottles,start [437] ronaldo,removes [437] removes,coca Top Word Pairs in Tweet in G9:
[627] coca,cola [260] cristiano,ronaldo'nun [222] cola,şişesini [215] kaldırıp,için [211] iki,coca [211] şişesini,önünden [209] basın,toplantısında [195] önünden,kaldırıp [190] ronaldo'nun,basın [187] toplantısında,iki Top Word Pairs in Tweet in G10:
[413] elon,musk [412] ronaldo,elon [197] coca,cola [91] cristiano,ronaldo [75] ronaldo,removed [75] removed,two [74] cola,lost [71] cola,bottles [69] hanifjamals,cristiano [69] two,coca 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 G6:
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: