The graph represents a network of 6,008 Twitter users whose recent tweets contained "#MarketingDigital", 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 Monday, 03 June 2019 at 17:33 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 25-minute period from Sunday, 26 May 2019 at 19:56 UTC to Monday, 03 June 2019 at 15:22 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 : 6008
Unique Edges : 7411
Edges With Duplicates : 13483
Total Edges : 20894
Self-Loops : 11039
Reciprocated Vertex Pair Ratio : 0.0738953400693711
Reciprocated Edge Ratio : 0.137621120629125
Connected Components : 1960
Single-Vertex Connected Components : 1418
Maximum Vertices in a Connected Component : 2878
Maximum Edges in a Connected Component : 14940
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.838897
Graph Density : 0.000197311968704066
Modularity : 0.33713
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4498] #marketingdigital,#emprender [2138] #emprender,#internet [1035] #emprender,#seo [753] #marketing,#marketingdigital [635] marketing,digital [448] #marketingdigital,#socialmedia [421] #marketingdigital,#marketingonline [387] #socialmedia,#marketingdigital [346] redes,sociales [338] #seo,#marketingdigital Top Word Pairs in Tweet in G1:
[300] #marketing,#marketingdigital [136] marketing,digital [117] #marketingdigital,#marketingonline [97] #marketingdigital,#socialmedia [95] #marketingdigital,#marketing [94] #marketingdigital,#builderall [94] #builderall,#trabajarencasa [82] #socialmedia,#marketingdigital [68] #marketingdigital,#redessociales [63] gt,lt Top Word Pairs in Tweet in G2:
[232] marketing,digital [228] #marketingdigital,#socialmedia [199] paso,paso [167] cómo,hacer [128] qué,sirve [128] redes,sociales [124] cómo,funciona [98] google,alerts [93] nuevo,post [92] vía,rubenmanez Top Word Pairs in Tweet in G3:
[262] #digitalmarketing,#marketing [252] #marketing,#socialmediamarketing [212] #socialmediamarketing,#seo [177] #seo,#socialmedia [174] #marketing,#socialmedia [165] #business,#branding [164] #socialmedia,#business [155] #marketingdigital,#seo [142] #transformacióndigital,#marketingdigital [142] #seo,#redessociales Top Word Pairs in Tweet in G4:
[35] mounirdigital,nouvelle [35] 5,services [35] services,secrets [35] secrets,pour [35] pour,remporter [35] remporter,ses [35] ses,sets [35] sets,#socialmedia [35] #socialmedia,et [35] et,vous Top Word Pairs in Tweet in G5:
[130] 5,años [129] celebra,5 [128] años,#pymesunidas [126] profesionales,#marketingdigital [121] #marketingdigital,diran [114] #pymesunidas,profesionales [86] diran,triunfar [70] #triunfapyme,evento [70] evento,celebra [59] #triunfapyme,celebra Top Word Pairs in Tweet in G6:
[75] #marketing,#marketingdigital [68] #marketingdigital,#marketingonline [54] #videomarketing,#videobranding [54] #marcapersonal,#videomarketing [52] #marketingonline,#marcapersonal [50] #videobranding,#bloggers [50] #bloggers,#blogs [37] #blogs,#vblog [32] marketing,digital [24] tener,cuenta Top Word Pairs in Tweet in G7:
[100] tengo,regalo [100] regalo,#marketerosnocturnos [100] #marketerosnocturnos,quienes [100] quienes,tweet [100] tweet,mande [100] mande,dm [100] dm,correo [100] correo,les [100] les,envío [99] santinosdigital,tengo Top Word Pairs in Tweet in G8:
[4341] #marketingdigital,#emprender [2127] #emprender,#internet [971] #emprender,#seo [214] #seo,#marketingdigital [204] ganar,dinero [179] blog,#marketingdigital [167] wordpress,#marketingdigital [158] 13,mejores [158] #emprender,#ranking [143] #emprender,#twitter Top Word Pairs in Tweet in G9:
[27] vasos,desechables [26] 16,onzas [26] #pymes,#gestioncomercial [21] #gestioncomercial,#emprendedores [21] #emprendedores,#marketing [21] #marketing,#economia [21] #economia,#comercial [21] #comercial,#marketingdigital [18] dynamicvenezuela,gmail [18] gmail,com Top Word Pairs in Tweet in G10:
[13] estaba,cantado [13] cantado,añadir [13] añadir,favicon [13] favicon,quiera [13] quiera,serps [13] serps,google [13] google,empieza [13] empieza,borrar [13] borrar,algunos [12] ruizmkt,estaba Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: