The graph represents a network of 7,485 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 Saturday, 30 May 2020 at 09:52 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 9-minute period from Thursday, 21 May 2020 at 23:09 UTC to Saturday, 30 May 2020 at 08:18 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 : 7485
Unique Edges : 10865
Edges With Duplicates : 16967
Total Edges : 27832
Number of Edge Types : 5
Retweet : 7500
Mentions : 4020
Tweet : 8323
MentionsInRetweet : 7455
Replies to : 534
Self-Loops : 8598
Reciprocated Vertex Pair Ratio : 0.0827473268471246
Reciprocated Edge Ratio : 0.152846975088968
Connected Components : 2891
Single-Vertex Connected Components : 2077
Maximum Vertices in a Connected Component : 2884
Maximum Edges in a Connected Component : 19853
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.909476
Graph Density : 0.000200650722431858
Modularity : 0.373565
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 7,485 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 Saturday, 30 May 2020 at 09:52 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 9-minute period from Thursday, 21 May 2020 at 23:09 UTC to Saturday, 30 May 2020 at 08:18 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 G2:
[257] escuelamktweb,miguelfloro [229] marketing,digital [194] 28,mayo [99] 27,28 [99] miguelfloro,#marketingdigital [81] escuelamktweb,#marketingdigital [81] congreso,marketing [80] #marketingdigital,#communitymanager [78] congreso,#dsm20 [72] #dsm20,escuelamktweb Top Word Pairs in Tweet in G3:
[536] #marketing,#marketingdigital [530] #digitalmarketing,#marketing [457] #digitalmarketing,#marketingdigital [453] #onlinemarketing,#marketingdigital [424] #seo,#digitalart [420] #startups,#startup [380] #marketing,#stayhome [367] #socialmediamarketing,#seo [363] #startup,#bigdata [311] #marketing,#socialmediamarketing Top Word Pairs in Tweet in G4:
[302] #socialmedia,#marketingdigital [204] #marketingdigital,#socialmedia [197] #marketingdigital,#contentmarketing [195] #contentmarketing,#marketingdigital [192] #contentmarketing,#socialmedia [190] cette,semaine [182] #marketingdigital,#transfonum [178] #marketingdigital,#inboundmarketing [173] marketing,digital [173] #seo,#marketingdigital Top Word Pairs in Tweet in G5:
[104] #marketingdigital,#marketingonline [80] #marketing,#marketingdigital [58] #marketingdigital,#marketingmóvil [48] #marcapersonal,#videomarketing [41] #videomarketing,#videobranding [39] #marketingonline,#marcapersonal [35] #transformacióndigital,#socialmedia [33] #videobranding,#bloggers [28] #bloggers,#blogs [27] #marketingonline,#socialmedia Top Word Pairs in Tweet in G6:
[130] find,solution [89] #logo,#solution [50] #solution,#logodesign [48] #logodesign,#logodesigner [48] #logodesigner,#graphicdesigner [46] #graphicdesigner,#graphicdesign [46] #graphicdesign,#branding [45] #branding,#corporateidentity [45] #corporateidentity,#marketing [45] #marketing,#marketingdigital Top Word Pairs in Tweet in G7:
[110] código,anagc [95] 15,dto [95] premios,mes [95] #marketingdigital,#seo [95] reina,rey [95] #desmarketinges,#marketingdigital [95] #marketingdigital,#socialmediamarketing [95] suscríbete,código [95] anagc,consigue [95] #socialmediamarketing,#seo Top Word Pairs in Tweet in G8:
[145] #marketing,#marketingdigital [135] marketing,crisis [98] nuevo,libro [93] crisis,top [86] estrategia,#marketing [86] online,#marketingdigital [60] _caritas,ayudar [59] medios,digitales [59] ventas,#marketing [50] top,10 Top Word Pairs in Tweet in G9:
[32] #businesses,#businessgrowth [10] #logodesigns,#logodesigner [8] #branding,#brands [8] #businessgrowth,#businessowner [7] logo,sale [7] #iconic,#businesses [7] #businessowner,#branding [7] #brands,#marketingdigital [5] #logodesigner,#vectorart [5] #logodesigner,#logos Top Word Pairs in Tweet in G10:
[26] #digitalmarketing,#marketingdigital [22] technical,knowledge [20] #marketingdigital,#digitalmarketing [20] links,#socialmedia [17] #marketingstrategy,#marketingdigital [16] #instagram,#facebook [16] #link,#marketingdigital [16] #make,#free [14] #free,#money [12] #money,#online Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: