The graph represents a network of 5,736 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 Friday, 09 April 2021 at 21:59 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 58-minute period from Thursday, 01 April 2021 at 19:31 UTC to Friday, 09 April 2021 at 20:30 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 : 5736
Unique Edges : 8180
Edges With Duplicates : 13962
Total Edges : 22142
Number of Edge Types : 5
MentionsInRetweet : 5700
Mentions : 3430
Tweet : 6998
Retweet : 5662
Replies to : 352
Self-Loops : 7301
Reciprocated Vertex Pair Ratio : 0.0757159670459003
Reciprocated Edge Ratio : 0.140773158278629
Connected Components : 2195
Single-Vertex Connected Components : 1668
Maximum Vertices in a Connected Component : 2483
Maximum Edges in a Connected Component : 16196
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.794626
Graph Density : 0.000250061101727993
Modularity : 0.359298
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 5,736 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 Friday, 09 April 2021 at 21:59 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 58-minute period from Thursday, 01 April 2021 at 19:31 UTC to Friday, 09 April 2021 at 20:30 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1267] #business,#marketingdigital [1053] #marketing,#marketingdigital [798] #socialmediamarketing,#socialmedia [720] #marketing,#digitalmarketing [717] #marketing,#socialmediamarketing [693] #digitalmarketing,#marketing [648] marketing,digital [628] #marketingdigital,#onlinebusiness [626] #digitalmarketing,#business [613] #socialmedia,#business Top Word Pairs in Tweet in G1:
[252] #marketing,#marketingdigital [148] #redessociales,#marketingdigital [146] marketing,digital [131] #marketingdigital,#marketing [98] redes,sociales [98] #marketing,#socialmediamarketing [89] #digitalmarketing,#marketing [88] #socialmediamarketing,#socialmedia [77] #marketingdigital,#socialmedia [68] #business,#marketingdigital Top Word Pairs in Tweet in G2:
[1160] #business,#marketingdigital [691] #marketing,#digitalmarketing [661] #socialmediamarketing,#socialmedia [619] #digitalmarketing,#business [616] #marketingdigital,#onlinebusiness [603] #affiliate,#affiliatemarketing [595] lt,co [595] gt,#affiliate [595] #affiliatemarketing,#marketing [595] #onlinebusiness,#marketingsystem Top Word Pairs in Tweet in G3:
[239] marketingandweb,#marketingdigital [236] marketing,digital [230] cómo,hacer [203] miguelfloro,marketingandweb [193] escuelamktweb,#marketingdigital [181] #marketingdigital,#socialmedia [158] paso,paso [150] #marketingdigital,#seo [148] redes,sociales [103] plan,marketing Top Word Pairs in Tweet in G4:
[276] 27,28 [263] 28,abril [258] #marketingdigital,#marketingdecontenidos [195] #cmm21,evento [179] #posiciona21,congreso [154] 15,16 [147] #marketing,#marketingdigital [137] 16,abril [134] #marketingdecontenidos,#marketingdigital [126] #marketingdigital,#seo Top Word Pairs in Tweet in G5:
[65] #socialmedia,#marketingdigital [62] #marketingdigital,#socialselling [62] #socialselling,#transfonum [56] #marketingdigital,#inboundmarketing [52] blogmoderateur,#marketingdigital [50] #marketingdigital,#socialmedia [48] #marketing,#marketingdigital [44] #contentmarketing,#seo [31] #inboundmarketing,#contentmarketing [31] #seo,#socialmedia Top Word Pairs in Tweet in G6:
[87] #marketingdigital,#communitymanager [87] #aapp,#administracionespúblicas [85] #rrss,#ayuntamiento [84] #communitymanager,#transparencia [84] #funcionarios,#rrss [83] #administracionespúblicas,#compol [82] #transparencia,#gestiónpública [82] #ayuntamiento,#administraciónelectrónica [82] #administraciónelectrónica,#aapp [82] elaborar,plan Top Word Pairs in Tweet in G7:
[148] #marketingdigital,#marketingmóvil [78] #socialmedia,#redessociales [77] #transformacióndigital,#socialmedia [73] #socialmedia,#socialmediamarketing [67] #realidadaumentada,#instagram [65] #marketingmóvil,#transformacióndigital [64] #publiar,#marketingdigital [64] filtro,efecto [64] efecto,#realidadaumentada [64] quieres,probar Top Word Pairs in Tweet in G8:
[9] marketing,digital [7] hola,ficha [7] ficha,roja [7] roja,ficha [7] ficha,azul [7] azul,hola [7] hola,dado [7] dado,dime [7] dime,eres [7] eres,tú Top Word Pairs in Tweet in G9:
[30] #digitaltransformation,#marketingdigital [22] old,#tech [22] #tech,#socialmedia [22] #socialmedia,companies [22] companies,statistacharts [22] statistacharts,mt [22] mt,enricomolinari [22] enricomolinari,#tiktok [22] #tiktok,#snapchat [22] #snapchat,#uber Top Word Pairs in Tweet in G10:
[35] #negocio,#marketingdigital [29] #marketingdigital,#emprendimiento [28] #dorieff,#ecommerce [28] #ecommerce,#pymes [28] #pymes,#negocio [18] #emprendimiento,#comerciodigital [14] tema,semana [14] quieres,leer [14] leer,toda [14] toda,info 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:
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:
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Top Tweeters in G9:
Top Tweeters in G10: