The graph represents a network of 12,326 Twitter users whose recent tweets contained "@m_ebrard", 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 Saturday, 12 November 2022 at 05:27 UTC.
The tweets in the network were tweeted over the 2-day, 6-hour, 53-minute period from Wednesday, 09 November 2022 at 21:48 UTC to Saturday, 12 November 2022 at 04:41 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 : 12328
Unique Edges : 41176
Edges With Duplicates : 25895
Total Edges : 67071
Number of Edge Types : 5
Mentions : 18787
MentionsInRetweet : 29025
Retweet : 12666
Replies to : 6539
Tweet : 54
Self-Loops : 191
Reciprocated Vertex Pair Ratio : 0.0076530612244898
Reciprocated Edge Ratio : 0.0151898734177215
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 12326
Maximum Edges in a Connected Component : 67071
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.206148
Graph Density : 0.000322306273662005
Modularity : 0.369078
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 12,326 Twitter users whose recent tweets contained "@m_ebrard", 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 Saturday, 12 November 2022 at 05:27 UTC.
The tweets in the network were tweeted over the 2-day, 6-hour, 53-minute period from Wednesday, 09 November 2022 at 21:48 UTC to Saturday, 12 November 2022 at 04:41 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 : @m_ebrard
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[9506] ᵖᵉˡᵉᵃ,ᵖᵉˡᵉᵃ [2193] claudiashein,gobcdmx [1727] bardas,#cdmx [1634] trabajadores,claudiashein [1632] borrando,bardas [1631] servicios,urbanos [1616] olvidan,tareas [1616] #conmarcelosí,olvidan [1616] tareas,servicios [1613] urbanos,sobsecdmx Top Word Pairs in Tweet in G1:
[613] estudiantes,migrantes [613] edificio,donde [612] donde,vive [612] racismo,xenofobia [612] alemania,donde [611] necesito,ayuda [611] 2,días [611] norte,alemania [610] urgente,hermana [610] migrantes,2 Top Word Pairs in Tweet in G2:
[7756] ᵖᵉˡᵉᵃ,ᵖᵉˡᵉᵃ [1114] pintas,favor [1109] m_ebrard,rápido [1108] rápido,reaccionaron [1108] está,borrando [1108] qué,dicen [1108] dicen,claudiashein [1108] veo,equipo [1108] favor,m_ebrard [1108] claudiashein,trabaja Top Word Pairs in Tweet in G3:
[1650] claudiashein,gobcdmx [1466] bardas,#cdmx [1407] ᵖᵉˡᵉᵃ,ᵖᵉˡᵉᵃ [1369] servicios,urbanos [1369] trabajadores,claudiashein [1367] tareas,servicios [1367] #conmarcelosí,olvidan [1367] olvidan,tareas [1364] urbanos,sobsecdmx [1324] borrando,bardas Top Word Pairs in Tweet in G4:
[574] canciller,m_ebrard [304] estados,unidos [280] san,luis [269] plan,acción [233] acción,2022 [229] claudiashein,gobcdmx [210] subsecretaria,estado [194] #avanzadanacional,#marceloebrard [191] sre_mx,m_ebrard [173] comunidades,mexicanas Top Word Pairs in Tweet in G5:
[621] r_ramirez_o,m_ebrard [404] el_bid,r_ramirez_o [402] lopezobrador_,el_bid [356] aliciabarcena,lopezobrador_ [220] razones,personales [218] agradezco,apoyo [218] presidente,lopezobrador_ [216] el_bid,agradezco [216] m_ebrard,sus [216] comunicado,presidente Top Word Pairs in Tweet in G6:
[181] vacunas,respuesta [181] exigimos,vacunas [180] sre_mx,m_ebrard [180] cofepris,sre_mx [180] ssalud_mx,cofepris [180] hlgatell,ssalud_mx [177] m_ebrard,mx_diputados [176] viruela,símica [174] efectiva,ante [174] ante,viruela Top Word Pairs in Tweet in G7:
[21] san,luis [18] m_ebrard,rgc_mx [18] canciller,m_ebrard [18] luis,potosí [15] rgc_mx,jaimevalls [11] educación,superior [11] ricardo,gallardo [11] relaciones,exteriores [11] secretario,relaciones [10] presente,conferencia Top Word Pairs in Tweet in G8:
[18] sre_mx,m_ebrard [13] canciller,m_ebrard [12] nuestro,país [11] m_ebrard,#centroméxicoqatar2022 [10] días,fifaworldcup [8] estamos,listos [8] listos,esperamos [8] m_ebrard,alfzegbe [8] esperamos,kataraqatar [8] alfzegbe,moisespoblanno Top Word Pairs in Tweet in G9:
[16] méritos,capacidad [10] elba,esther [9] felipecalderon,mejor [9] ebrard,m_ebrard [8] reflejo,gobierno [8] 2024,ebrard [8] capacidad,claudiashein [8] conozco,metro [8] sexenio,educación [8] m_ebrard,méritos Top Word Pairs in Tweet in G10:
[8] m_ebrard,lopezobrador_ [8] vaticannews_es,vaticanihd [8] canadaoas,ustreasury [8] speakerpelosi,canadaoas [8] whaasstsecty,secblinken [8] secblinken,statedeptspox [8] jrbauza,repmariasalazar [8] ustreasury,almagro_oea2015 [8] almagro_oea2015,extspoxeu [8] vp,vaticannews_es 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: