The graph represents a network of 6,268 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 Wednesday, 18 November 2020 at 17:07 UTC.
The tweets in the network were tweeted over the 9-day, 0-hour, 45-minute period from Monday, 09 November 2020 at 14:39 UTC to Wednesday, 18 November 2020 at 15:24 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 : 6268
Unique Edges : 7552
Edges With Duplicates : 10648
Total Edges : 18200
Number of Edge Types : 5
Retweet : 4890
MentionsInRetweet : 2303
Tweet : 8261
Replies to : 123
Mentions : 2623
Self-Loops : 8499
Reciprocated Vertex Pair Ratio : 0.0595635040921491
Reciprocated Edge Ratio : 0.112430267486769
Connected Components : 2407
Single-Vertex Connected Components : 1807
Maximum Vertices in a Connected Component : 2721
Maximum Edges in a Connected Component : 11596
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.818356
Graph Density : 0.000177971565077514
Modularity : 0.405211
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,268 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 Wednesday, 18 November 2020 at 17:07 UTC.
The tweets in the network were tweeted over the 9-day, 0-hour, 45-minute period from Monday, 09 November 2020 at 14:39 UTC to Wednesday, 18 November 2020 at 15:24 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:
[1185] #marketing,#marketingdigital [1067] #marketingdigital,#seo [771] #digitalmarketing,#marketingdigital [769] marketing,digital [600] #marketing,#socialmediamarketing [511] #business,#marketingdigital [505] #digitalmarketing,#marketing [468] #socialmediamarketing,#socialmedia [411] #socialmedia,#marketingdigital [390] #marketingdigital,#socialmedia Top Word Pairs in Tweet in G1:
[362] #marketing,#marketingdigital [247] #marketingdigital,#emprendimiento [238] #dorieff,#marketingdigital [229] #ecommerce,#tiendaonline [217] #emprendimiento,#pymes [215] #pymes,#ecommerce [154] marketing,digital [142] #marketing,#socialmediamarketing [142] #digitalmarketing,#marketing [121] #socialmediamarketing,#socialmedia Top Word Pairs in Tweet in G2:
[313] marketing,digital [180] #marketingdigital,#seo [166] redes,sociales [152] #marketing,#marketingdigital [150] #marketingdigital,#socialmedia [134] cómo,hacer [127] mejores,blogs [120] rubenmanez,#marketingdigital [111] 18,19 [108] blogs,marketing Top Word Pairs in Tweet in G3:
[125] #marketingdigital,#seo [101] #marketing,#marketingdigital [96] #socialmedia,#marketingdigital [67] #contentmarketing,#marketingdigital [58] #digitalmarketing,#marketing [56] #business,#marketingdigital [53] #socialmediamarketing,#socialmedia [52] #marketing,#socialmediamarketing [51] #marketing,#content [50] #expozive,#marketing Top Word Pairs in Tweet in G4:
[506] #digitalmarketing,#marketingdigital [418] #marketingdigital,#seo [338] #affiliatemarketing,#digitalmarketing [328] webtalk,rewards [328] rewards,presentation [328] presentation,earn [328] earn,webtalk [325] #seo,#founder [323] webtalk,#affiliatemarketing [291] #cryptotrading,#promotor Top Word Pairs in Tweet in G5:
[30] #marketingdigital,#comunicacion [17] #comunicacion,#bigdata [13] esmarketingdigital,esmktdigital [13] esmktdigital,november [12] #marketing,#marketingdigital [12] influencers,#marketingdigital [12] #redessociales,#tv [11] #bigdata,#reputaciondigital [11] cualquier,estrategia [11] estrategia,marketing Top Word Pairs in Tweet in G6:
[47] marketing,digital [35] #marketingdigital,#diseñoweb [33] #marketing,#marketingdigital [27] #diseñoweb,#marketingdigital [25] #marketingdigital,aulacm [23] redes,sociales [21] #socialmedia,#marketingdigital [21] aprendemos,#marketingdigital [21] #marketingdigital,amparo [21] #marketingdigital,#marketingstrategy Top Word Pairs in Tweet in G7:
[114] #digitalmarketing,#marketingdigital [90] #digitalmarketing,#bigdata [90] #bigdata,#startups [90] #startups,#startup [90] #digitalart,#contentmarketing [90] #datascience,#ai [87] #ai,#5g [82] #marketingdigital,#seo [78] #contentmarketing,#digitalmarketing [77] #contentmarketing,#marketing Top Word Pairs in Tweet in G8:
[141] #socialmedia,#socialmediamarketing [138] #socialmediamarketing,#emailmarketing [120] #emailmarketing,#digitalmarkting [120] #digitalmarkting,#marketingdigital [89] #marketingdigital,#marketingstrategy [83] #onlinemarketing,#marketingdigital [79] #seo,#digitalmarketing [73] #marketingdigital,#contentmarketing [70] #marketingdigital,#marketingonline [69] #digitalmarketing,#onlinemarketing Top Word Pairs in Tweet in G9:
[96] #digital,#marketingdigital [87] guide,super [87] super,complet [87] complet,#reseauxsociaux [87] #reseauxsociaux,objectifs [87] objectifs,audience [87] audience,chiffres [87] chiffres,quand [87] quand,publier [87] #marketingdigital,#btsndrc Top Word Pairs in Tweet in G10:
[65] tus,contenidos [65] contenidos,#marketingdigital [54] nuestra,formación [54] formación,company [44] puedes,conseguir [44] #seo,#socialselling [44] través,desmarketinges [44] desmarketinges,#marketingdigital [43] aún,enterado [43] enterado,desmarketinges 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:
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Top Tweeters in G10: