The graph represents a network of 2,544 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 5,000 tweets. The network was obtained from Twitter on Tuesday, 22 June 2021 at 16:18 UTC.
The tweets in the network were tweeted over the 3-day, 20-hour, 37-minute period from Friday, 18 June 2021 at 19:03 UTC to Tuesday, 22 June 2021 at 15:41 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 : 2544
Unique Edges : 3141
Edges With Duplicates : 3363
Total Edges : 6504
Number of Edge Types : 5
Tweet : 2580
Retweet : 2001
Mentions : 895
Replies to : 23
MentionsInRetweet : 1005
Self-Loops : 2704
Reciprocated Vertex Pair Ratio : 0.0645923591965341
Reciprocated Edge Ratio : 0.121346651868294
Connected Components : 1023
Single-Vertex Connected Components : 779
Maximum Vertices in a Connected Component : 1095
Maximum Edges in a Connected Component : 4118
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.451191
Graph Density : 0.000417813605977192
Modularity : 0.447621
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,544 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 5,000 tweets. The network was obtained from Twitter on Tuesday, 22 June 2021 at 16:18 UTC.
The tweets in the network were tweeted over the 3-day, 20-hour, 37-minute period from Friday, 18 June 2021 at 19:03 UTC to Tuesday, 22 June 2021 at 15:41 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 : #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:
[392] #marketing,#marketingdigital [305] #digitalmarketing,#marketing [299] #business,#marketingdigital [293] #marketing,#socialmediamarketing [292] #socialmediamarketing,#socialmedia [264] #marketingdigital,#seo [255] qué,es [248] #socialmedia,#business [227] #marketingdigital,#socialmedia [223] #marketingdigital,#branding Top Word Pairs in Tweet in G1:
[138] #marketing,#marketingdigital [55] marketing,digital [51] #socialmediamarketing,#socialmedia [49] #marketingdigital,#marketing [49] #digitalmarketing,#marketing [49] #marketing,#socialmediamarketing [48] #business,#marketingdigital [41] #marketingdigital,por [39] de,#marketingdigital [38] #marketingdigital,#branding Top Word Pairs in Tweet in G2:
[213] #digitalmarketing,#marketing [208] #business,#marketingdigital [207] #socialmediamarketing,#socialmedia [204] #marketing,#socialmediamarketing [185] #socialmedia,#business [164] #digitalmarketing,#marketingdigital [154] #branding,#seo [152] #marketingdigital,#seo [149] #marketingdigital,#branding [140] #affiliatemarketing,#digitalmarketing Top Word Pairs in Tweet in G3:
[151] qué,es [115] marketingandweb,#marketingdigital [92] escuelamktweb,#marketingdigital [83] vía,miguelfloro [78] miguelfloro,marketingandweb [75] #marketingdigital,#socialmedia [70] redes,sociales [67] tipos,de [61] marketing,digital [49] #marketingdigital,#seo Top Word Pairs in Tweet in G4:
[38] #socialmedia,#marketingdigital [32] #marketingdigital,#socialselling [32] #socialselling,#transfonum [28] #marketingdigital,#inboundmarketing [26] votre,site [20] blogmoderateur,#marketingdigital [20] #marketingdigital,#transfonum [19] une,stratégie [19] #contentmarketing,#marketingdigital [19] #inboundmarketing,#contentmarketing Top Word Pairs in Tweet in G5:
[76] #ecommerce,#socialmedia [65] #socialmedia,#marketingdigital [58] en,#econgress21 [54] de,#marketingdigital [49] en,el [40] #marketingdigital,#socialmedia [39] #econgress21,econgressmalaga [34] #marketingdigital,del [34] del,sur [34] sur,de Top Word Pairs in Tweet in G6:
[28] qué,es [22] de,marketing [20] un,plan [20] plan,de [17] #marketingdecontenidos,#marketingdigital [16] de,#marketingdigital [16] redes,sociales [14] en,el [14] aspectos,tener [14] tener,en Top Word Pairs in Tweet in G7:
[24] #marketingdigital,#marketingonline [23] #marketing,#marketingdigital [19] #seo,#marketing [18] #marketingonline,#socialmedia [15] #marketingtwitter,#marketingdigital [12] #digitalmarketing,#marketingdigital [11] #digitalmarketing,#marketing [11] #marketing,#socialmediamarketing [11] #socialmedia,#marketing [11] #marketingdigital,#b2b Top Word Pairs in Tweet in G8:
[68] #socialmedia,#redessociales [51] #marketingdigital,#marketingmóvil [36] #marketingmóvil,#transformacióndigital [36] #transformacióndigital,en [36] en,#socialmedia [36] filtro,efecto [36] efecto,#realidadaumentada [36] #realidadaumentada,#instagram [36] quieres,probar [36] probar,esta Top Word Pairs in Tweet in G9:
[8] en,el [6] más,info [6] info,en [6] el,siguiente [6] siguiente,enlace [4] artículo,de [4] #marketingdigital,#inboundmarketing [3] like,ads [3] ads,like [3] like,tough Top Word Pairs in Tweet in G10:
[17] sales,funnel [17] funnel,tools [17] tools,grow [17] grow,business [17] business,online [17] online,#affiliate [17] #affiliate,#affiliatemarketing [17] #affiliatemarketing,#business [17] #business,#onlinemarketing [17] #onlinemarketing,#marketingdigital Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
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 G9:
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: