The graph represents a network of 6,073 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 Tuesday, 23 February 2021 at 09:55 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 40-minute period from Monday, 15 February 2021 at 09:45 UTC to Tuesday, 23 February 2021 at 08:25 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 : 6073
Unique Edges : 8442
Edges With Duplicates : 10938
Total Edges : 19380
Number of Edge Types : 5
Mentions : 2723
Tweet : 6660
Retweet : 5380
MentionsInRetweet : 4513
Replies to : 104
Self-Loops : 6912
Reciprocated Vertex Pair Ratio : 0.0673089441478974
Reciprocated Edge Ratio : 0.126128323981459
Connected Components : 2238
Single-Vertex Connected Components : 1657
Maximum Vertices in a Connected Component : 2686
Maximum Edges in a Connected Component : 13418
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.463146
Graph Density : 0.000222317100659586
Modularity : 0.41617
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 6,073 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 Tuesday, 23 February 2021 at 09:55 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 40-minute period from Monday, 15 February 2021 at 09:45 UTC to Tuesday, 23 February 2021 at 08:25 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #marketingdigital
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:
[957] #marketing,#marketingdigital [746] marketing,digital [643] #digitalmarketing,#marketing [641] #marketing,#socialmediamarketing [634] #socialmediamarketing,#socialmedia [627] #marketingdigital,#socialmedia [579] #business,#marketingdigital [540] redes,sociales [523] #marketingdigital,#seo [491] #growthhacking,#marketingdigital Top Word Pairs in Tweet in G1:
[318] #marketing,#marketingdigital [191] #digitalmarketing,#marketing [189] #socialmediamarketing,#socialmedia [187] #marketing,#socialmediamarketing [165] #business,#marketingdigital [157] marketing,digital [152] #redessociales,#marketingdigital [137] #socialmedia,#business [129] #marketingdigital,#branding [108] #marketingdigital,#marketing Top Word Pairs in Tweet in G2:
[363] marketing,digital [298] escuelamktweb,#marketingdigital [283] redes,sociales [257] mejores,artículos [247] marketingandweb,#marketingdigital [232] #marketingdigital,#socialmedia [183] miguelfloro,marketingandweb [170] artículos,marketing [162] cómo,hacer [159] paso,paso Top Word Pairs in Tweet in G3:
[471] charlesfrize,ageless_2u [471] ageless_2u,#growthhacking [471] #growthhacking,#marketingdigital [471] #marketingdigital,#onlineadvertising [471] #onlineadvertising,#digitalmarketing [471] #digitalmarketing,#onlinemarketingghana [359] #frizemedia,charlesfrize [337] #socialmediamarketing,#socialmedia [331] #digitalmarketing,#marketing [331] #marketing,#socialmediamarketing Top Word Pairs in Tweet in G4:
[106] #marketing,#marketingdigital [78] #marketingdigital,#socialmedia [70] #marketingdigital,#socialselling [70] #socialselling,#transfonum [63] #marketingdigital,#seo [59] #marketingdigital,#marketingonline [58] #socialmedia,#marketingdigital [57] #marketingdigital,#inboundmarketing [49] #seo,#sea [42] seo,merkadmon Top Word Pairs in Tweet in G5:
[217] curso,#marketingdigital [215] quieres,ganarte [215] ganarte,taller [215] taller,intensivo [215] intensivo,horas [215] horas,totalmente [215] totalmente,gratuito [215] gratuito,debes [215] debes,seguir [215] seguir,cuenta Top Word Pairs in Tweet in G6:
[37] #marketingdigital,#seo [33] #seo,#marketingdigital [33] estrategia,marketing [33] cuál,mejor [33] activithink,iosu_blanco [33] miguelfloro,rubenmanez [33] rubenmanez,seoenmadrid [33] seoenmadrid,abuelatecuenta [33] abuelatecuenta,vivianfrancos [33] vivianfrancos,vidamaja Top Word Pairs in Tweet in G7:
[94] expertos,#marketingdigital [93] pierdas,#viernesdenetworking [93] #viernesdenetworking,#data [93] #data,#networking [93] #networking,grandes [93] grandes,activos [93] activos,#empresariales [93] #empresariales,ven [93] ven,recibe [93] recibe,retroalimentación Top Word Pairs in Tweet in G8:
[144] #marketingdigital,#marketingmóvil [121] #marketingmóvil,#transformacióndigital [118] #publiar,#marketingdigital [114] #realidadaumentada,#instagram [110] proyecto,filtro [110] filtro,efecto [110] efecto,#realidadaumentada [109] quieres,probar [109] probar,experiencia [92] #instagram,marca Top Word Pairs in Tweet in G9:
[15] #marketing,#marketingdigital [14] hubspotespanol,#marketingdigital [14] #marketingdigital,#inbound [9] #digitalmarketing,#socialmediamarketing [9] redacción,seo [9] plugins,slider [9] slider,wordpress [9] customer,journey [9] journey,kotler [9] kotler,#infografia Top Word Pairs in Tweet in G10:
[7] #mktinsider,#marketingdigital [7] través,amazon [7] #bsmartfactory,#growthhacking [7] #growthhacking,#designthinking [7] #designthinking,#marketingdigital [7] #marketingdigital,#communicationdigitale [7] #communicationdigitale,#growthsenegal [6] #marketing,#marketingdigital [6] #growthsenegal,#tl221 [6] #tl221,#kebetu Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: