The graph represents a network of 15,873 Twitter users whose recent tweets contained "#coronavirusEspana", 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 Tuesday, 10 March 2020 at 18:52 UTC.
The tweets in the network were tweeted over the 6-hour, 32-minute period from Tuesday, 10 March 2020 at 11:29 UTC to Tuesday, 10 March 2020 at 18:02 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 : 15873
Unique Edges : 18653
Edges With Duplicates : 3092
Total Edges : 21745
Number of Edge Types : 5
Retweet : 10548
Tweet : 4429
Replies to : 1012
MentionsInRetweet : 3726
Mentions : 2030
Self-Loops : 4552
Reciprocated Vertex Pair Ratio : 0.00158953353304396
Reciprocated Edge Ratio : 0.00317402185191967
Connected Components : 2948
Single-Vertex Connected Components : 2029
Maximum Vertices in a Connected Component : 11048
Maximum Edges in a Connected Component : 16304
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.9544
Graph Density : 6.50283538388377E-05
Modularity : 0.749063
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 15,873 Twitter users whose recent tweets contained "#coronavirusEspana", 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 Tuesday, 10 March 2020 at 18:52 UTC.
The tweets in the network were tweeted over the 6-hour, 32-minute period from Tuesday, 10 March 2020 at 11:29 UTC to Tuesday, 10 March 2020 at 18:02 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 : #coronavirusEspana
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:
[1458] #coronavirusespana,#coronavirusmadrid [1429] #coronavirusespana,#covid2019 [1111] #coronavirusmadrid,#coronavirusespana [1052] #coronavirusmadrid,#coronavirusespaña [955] #coronavirusespana,#coronavirusesp [898] #coronavirusespaña,#coronavirusespana [863] ortega,smith [853] #coronavirusespana,#covid19espana [733] fuentes,oficiales [711] audio,circula Top Word Pairs in Tweet in G1:
[224] #coronavirusmadrid,#coronavirusespana [172] #coronavirusespana,#coronavirusmadrid [159] ortega,smith [150] #coronavirusespana,#covid2019 [137] #coronavirusespana,#covid19espana [83] #covid2019,#coronavirusespana [72] #coronavirusespana,#coronavirus [64] #covid19espana,#coronavirusespana [62] #coronavirus,#coronavirusespana [55] #coronavirusespana,#coronavid19 Top Word Pairs in Tweet in G2:
[274] #laalternativa,#chicasvox [265] #coronavirusespana,#coronavirusmadrid [262] #chicasvox,#coronavirusespana [183] #covid19espana,#coronavirusespana [151] medidas,adicionales [144] cc,aa [143] frente,#coronavirus [141] ministro,sanidadgob [140] hacer,frente [140] #covid2019,#coronavirusespana Top Word Pairs in Tweet in G3:
[643] #coronavirusespaña,#coronavirusespana [642] fuentes,oficiales [640] #coronavirusespana,#coronavirusesp [639] audio,circula [639] circula,whatsapp [639] whatsapp,supuestamente [639] supuestamente,pertenece [639] pertenece,jefe [639] jefe,cardiología [639] cardiología,hospital Top Word Pairs in Tweet in G4:
[80] #coronavirusespana,#coronavirusmadrid [73] #coronavirusespana,#covid2019 [62] #directo,#coronavirusespana [61] #coronavirusespana,#coronavirus [56] #coronavirusespana,#gobiernodimision [51] nada,#coronavirusespana [49] pues,momento [49] momento,único [49] único,asumido [49] asumido,errores Top Word Pairs in Tweet in G5:
[616] #coronavirusespana,#covid2019 [613] puto,brócoli [613] brócoli,resiste [613] resiste,#coronavirusespana [613] #covid2019,#espana [613] #espana,#coronavirus [613] #coronavirus,#panico [15] #coronavirusespana,#vox [10] gobierno,frente [10] frente,coronavirus Top Word Pairs in Tweet in G6:
[267] fuera,apocalipsis [248] entrando,mercadona [248] mercadona,viendo [248] viendo,gente [248] gente,comprar [248] comprar,kilos [248] kilos,pasta [248] pasta,salchichas [248] salchichas,papel [248] papel,higiénico Top Word Pairs in Tweet in G7:
[231] #coronavirusmadrid,#coronavirusesp [230] #coronavirusesp,#coronavirusespaña [191] #coronavirusespaña,#coronavirusespana [167] martes,10 [167] 10,marzo [164] comunidadmadrid,#coronavirusmadrid [163] última,actualización [163] actualización,martes [163] marzo,12 [163] 12,00 Top Word Pairs in Tweet in G8:
[144] 30,fallecidos [135] datos,30 [135] fallecidos,1200 [135] 1200,contagiados [135] contagiados,#coronavirusespana [135] #coronavirusespana,eran [135] eran,cuatro [135] cuatro,días [135] días,permitió [135] permitió,manifestación Top Word Pairs in Tweet in G9:
[231] podemos,decir [231] decir,estamos [231] estamos,ante [231] ante,gobierno [231] gobierno,inútil [231] inútil,irresponsable [231] irresponsable,nuestra [231] nuestra,democracia [231] democracia,podemos [231] podemos,decirlo Top Word Pairs in Tweet in G10:
[236] #coronavirusespaña,#covid19españa [149] #coronavirusmadrid,#coronavirusespaña [123] ortega,smith [117] coronavirus,#coronavirusmadrid [93] #últimahora,vox [93] vox,confirma [93] confirma,ortega [93] smith,coronavirus [89] #últimahora,#endirecto [74] gobierno,suspende Top Replied-To in Entire Graph:
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 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: