The graph represents a network of 5,653 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 Thursday, 15 August 2019 at 16:34 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 24-minute period from Tuesday, 06 August 2019 at 14:00 UTC to Thursday, 15 August 2019 at 15:25 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 : 5653
Unique Edges : 7942
Edges With Duplicates : 9841
Total Edges : 17783
Self-Loops : 6763
Reciprocated Vertex Pair Ratio : 0.0644767205103841
Reciprocated Edge Ratio : 0.121142565672022
Connected Components : 1992
Single-Vertex Connected Components : 1462
Maximum Vertices in a Connected Component : 2473
Maximum Edges in a Connected Component : 11883
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.757521
Graph Density : 0.00024544020179053
Modularity : 0.4388
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[927] #marketing,#marketingdigital [824] #marketingdigital,#socialmedia [798] marketing,digital [506] #marketingdigital,#redessociales [495] redes,sociales [480] #marketingdigital,#marketingonline [367] #socialmedia,#marketingdigital [329] social,media [329] t,co [328] #marketingdigital,#seo Top Word Pairs in Tweet in G1:
[299] #marketing,#marketingdigital [148] marketing,digital [111] #marketingdigital,#publicidaddigital [107] #marketingdigital,#builderall [107] #builderall,#trabajarencasa [104] #marketingdigital,#marketing [104] #publicidaddigital,#publicidadpehuajo [104] #publicidadpehuajo,#comerciospehuajo [103] #comerciospehuajo,#vidrierapublicitariapehuajo [103] #vidrierapublicitariapehuajo,#publicidadenredes Top Word Pairs in Tweet in G2:
[448] marketing,digital [395] #marketingdigital,#socialmedia [273] vía,escuelamktweb [269] #marketingdigital,#redessociales [245] redes,sociales [238] rubenmanez,#marketingdigital [205] vía,rubenmanez [197] cómo,hacer [174] social,media [137] #marketingdigital,vía Top Word Pairs in Tweet in G3:
[89] #marketingdigital,#socialmedia [85] pour,les [62] #socialmedia,#marketingdigital [52] et,les [50] les,plus [46] les,influenceurs [46] influenceurs,et [44] comment,créer [43] #instagram,masque [43] masque,les Top Word Pairs in Tweet in G4:
[202] #contentmarketing,#marketingdigital [199] #digitalmarketing,#marketing [162] #business,#branding [137] #marketing,#socialmediamarketing [119] #marketingdigital,#marketingtips [115] #socialmediamarketing,#socialmedia [104] #content,#contentmarketing [100] #marketing,#marketingdigital [99] #branding,#onlinemarketing [98] #socialmedia,#seo Top Word Pairs in Tweet in G5:
[73] tu,negocio [53] primera,#tiendademarketingdigital [53] #tiendademarketingdigital,está [53] expertos,#diseño [53] #diseño,#redessociales [53] #redessociales,#webs [53] #webs,mucha [53] mucha,creatividad [53] creatividad,whatsapp [53] whatsapp,tlf Top Word Pairs in Tweet in G6:
[88] #marketingdigital,#marketingonline [66] #marketingdigital,exciting [66] exciting,place [66] place,#digital [66] #digital,#products [61] #marketingdigital,#seo [59] #transformacióndigital,#marketingdigital [59] #seo,#redessociales [53] #marketingonline,#socialmedia [48] #wordpressblogger,#marketingdigital Top Word Pairs in Tweet in G7:
[25] libros,#marketingdigital [18] más,vendidos [18] vendidos,amazon [17] actualizada,lista [17] lista,libros [17] #marketingdigital,más [17] amazon,añadidos [17] añadidos,fernandomacia [17] fernandomacia,claraavilac [17] claraavilac,pau_ninja Top Word Pairs in Tweet in G8:
[29] digital,marketing [29] #marketingdigital,#seo [29] #seo,#wordpress [29] #xl8,#t9n [23] #socialmediamarketing,#socialmedia [21] #digitalmarketing,#marketing [21] #branding,#onlinemarketing [21] #marketing,#socialmedia [21] marketing,agency [21] gt,lt Top Word Pairs in Tweet in G9:
[92] 3,5 [82] sobre,#marketingdigital [78] 5,octubre [76] disfruta,acompaña [76] acompaña,aprende [76] aprende,principales [76] principales,influencers [76] año,2019 [73] congreso,#canariasdigital [73] #canariasdigital,año Top Word Pairs in Tweet in G10:
[16] vía,mkt4ecommerce [13] mkt4ecommerce,#marketingdigital [12] vía,merca20 [12] vía,mkdirecto [10] #marketingdigital,#communitymanager [10] #communitymanager,#redessociales [10] #redessociales,#socialmedia [9] https,t [9] t,co [9] #socialmedia,#business Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G8:
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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:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: