The graph represents a network of 5,566 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 Sunday, 18 April 2021 at 15:55 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 11-minute period from Saturday, 10 April 2021 at 08:58 UTC to Sunday, 18 April 2021 at 14:09 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 : 5566
Unique Edges : 7971
Edges With Duplicates : 16762
Total Edges : 24733
Number of Edge Types : 5
Replies to : 521
Mentions : 4528
MentionsInRetweet : 6688
Retweet : 6320
Tweet : 6676
Self-Loops : 7108
Reciprocated Vertex Pair Ratio : 0.0675854757487411
Reciprocated Edge Ratio : 0.126613704071499
Connected Components : 2088
Single-Vertex Connected Components : 1586
Maximum Vertices in a Connected Component : 2435
Maximum Edges in a Connected Component : 19263
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.438512
Graph Density : 0.000260082473521209
Modularity : 0.318931
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,566 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 Sunday, 18 April 2021 at 15:55 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 11-minute period from Saturday, 10 April 2021 at 08:58 UTC to Sunday, 18 April 2021 at 14:09 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:
[1206] #business,#marketingdigital [1064] #marketingdecontenidos,#marketingdigital [1039] #marketingdigital,#socialmedia [898] #socialmediamarketing,#socialmedia [890] #marketing,#marketingdigital [862] #marketing,#socialmediamarketing [819] #digitalmarketing,#marketing [743] #socialmedia,#business [702] #marketingdigital,#marketingdecontenidos [634] #marketingdigital,#branding Top Word Pairs in Tweet in G1:
[279] #marketing,#marketingdigital [159] #marketing,#socialmediamarketing [154] #business,#marketingdigital [148] #marketingdigital,#marketing [145] #socialmediamarketing,#socialmedia [144] marketing,digital [143] #digitalmarketing,#marketing [140] #socialmedia,#business [84] #seo,#instagram [83] #marketingdigital,#branding Top Word Pairs in Tweet in G2:
[1000] #business,#marketingdigital [690] #socialmediamarketing,#socialmedia [647] #marketing,#socialmediamarketing [621] #digitalmarketing,#marketing [557] #socialmedia,#business [518] #marketingdigital,#branding [463] #branding,#seo [457] #marketing,#digitalmarketing [377] #marketingdigital,#onlinebusiness [367] #digitalmarketing,#business Top Word Pairs in Tweet in G3:
[1046] #marketingdecontenidos,#marketingdigital [682] #marketingdigital,#marketingdecontenidos [579] #marketingdigital,#socialmedia [487] #socialmedia,#contentmarketingmeeting [477] #cmm21,#marketingdecontenidos [374] #cmm21,#marketingdigital [333] cmmeeting,#marketingdecontenidos [312] 15,16 [302] 16,abril [297] #marketingdigital,cmmeeting Top Word Pairs in Tweet in G4:
[302] redes,sociales [235] escuelamktweb,#marketingdigital [209] #marketingdigital,#socialmedia [166] marketingandweb,#marketingdigital [124] paso,paso [118] miguelfloro,marketingandweb [115] marketing,digital [100] cómo,hacer [99] #marketingdigital,#seo [93] #marketing,#marketingdigital Top Word Pairs in Tweet in G5:
[79] #marketingdigital,#socialselling [79] #socialselling,#transfonum [74] #socialmedia,#marketingdigital [73] #contentmarketing,#marketingdigital [56] #content,#contentmarketing [54] #expozive,#marketing [54] #marketing,#content [54] #marketingdigital,#fintech [54] #fintech,#crypto [54] #crypto,#forex Top Word Pairs in Tweet in G6:
[18] hubspotespanol,#marketingdigital [18] #marketingdigital,#inbound [15] marketing,digital [13] #marketingdigital,#socialmedia [10] redes,sociales [8] #buenosdias,hoy [8] hoy,os [8] os,queremos [8] queremos,presentar [8] presentar,nueva Top Word Pairs in Tweet in G7:
[30] #diseñoweb,#marketingdigital [21] #avanziamarketing,#marketingdigital [20] marketing,digital [20] #marketingdigital,#rrss [19] #marketingdigital,#socialmedia [18] #pódcast,#marketingdigital [17] 26,#pódcast [17] #rrss,descúbrelos [17] #communitymanager,#comunicación [17] #comunicación,#socialmedia Top Word Pairs in Tweet in G8:
[24] marketing,digital [15] redes,sociales [15] #marketingdigital,#redessociales [11] #innobi21,#marketingdigital [11] #marketingdigital,#marketing [10] innovabilbao,museoguggenheim [10] #marketing,#socialmedia [10] #socialmedia,#marketingonline [10] #emailmarketing,#marketingdigital [9] caso,éxito Top Word Pairs in Tweet in G9:
[33] #marketing,#marketingdigital [21] #marketingdigital,#marketing360 [18] #mercadeo,#marketing [17] #marketingdigital,#marketingstrategy [17] #marketing360,#mercadeoholistico [17] #digitalmarketing,#bigdata [17] #marketing,#seo [16] #marketingstrategy,#marketingtips [16] #mercadeoholistico,#valencia [15] #bigdata,#startups Top Word Pairs in Tweet in G10:
[26] #ecommerce,#socialmedia [26] #socialmedia,#marketingdigital [21] mayor,congreso [21] congreso,#ecommerce [21] #marketingdigital,europa [20] conferencias,webinars [19] 19,junio [16] #marketingdigital,#socialmedia [15] sábado,19 [12] webinars,stands 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: