The graph represents a network of 688 Twitter users whose recent tweets contained "#DSMPublicidad", 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, 26 January 2022 at 03:34 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 15-minute period from Monday, 17 January 2022 at 19:52 UTC to Wednesday, 26 January 2022 at 02:07 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 : 689
Unique Edges : 3292
Edges With Duplicates : 27432
Total Edges : 30724
Number of Edge Types : 5
Replies to : 1466
Tweet : 664
Retweet : 3958
MentionsInRetweet : 8919
Mentions : 15717
Self-Loops : 774
Reciprocated Vertex Pair Ratio : 0.135942327497425
Reciprocated Edge Ratio : 0.239347234814143
Connected Components : 38
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 650
Maximum Edges in a Connected Component : 30683
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.358845
Graph Density : 0.0116342356634151
Modularity : 0.094869
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 688 Twitter users whose recent tweets contained "#DSMPublicidad", 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, 26 January 2022 at 03:34 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 15-minute period from Monday, 17 January 2022 at 19:52 UTC to Wednesday, 26 January 2022 at 02:07 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 : #DSMPublicidad
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1237] en,#dsmpublicidad [713] escuelamktweb,marketingandweb [703] #dsmpublicidad,escuelamktweb [602] congreso,de [588] de,enero [574] 25,26 [571] 26,de [568] marketingandweb,miguelfloro [560] en,el [509] miguelfloro,rubenmanez Top Word Pairs in Tweet in G1:
[630] en,#dsmpublicidad [396] #dsmpublicidad,escuelamktweb [380] escuelamktweb,marketingandweb [367] marketingandweb,miguelfloro [348] miguelfloro,rubenmanez [346] de,enero [338] 26,de [336] 25,26 [330] vía,escuelamktweb [298] de,formación Top Word Pairs in Tweet in G2:
[105] de,enero [103] 26,de [102] 25,26 [100] de,marketing [98] de,formación [94] más,de [89] el,premio [85] 30,premios [84] gustaría,conseguir [84] conseguir,el Top Word Pairs in Tweet in G3:
[167] congreso,de [147] en,#dsmpublicidad [114] #marketingdigital,#publicidad [112] de,#marketingdigital [111] de,enero [106] 25,26 [105] 26,de [89] #dsmpublicidad,2022 [86] de,formación [84] en,el Top Word Pairs in Tweet in G4:
[395] en,#dsmpublicidad [262] escuelamktweb,marketingandweb [248] javisolismadrid,arcatalan [248] arcatalan,vizca75 [248] vizca75,viryingp [248] viryingp,mingaras [217] #dsmpublicidad,escuelamktweb [169] recetaspueblo,albertoalcocer [167] albertoalcocer,marisolramos88 [151] en,el Top Word Pairs in Tweet in G5:
[3] congreso,de [3] marketing,digital [3] en,vivo [2] de,venta [2] todos,los [2] el,#dsmpublicidad [2] siempre,hay [2] #dsmpublicidad,gran [2] de,cada [2] de,marketing Top Word Pairs in Tweet in G6:
[31] congreso,de [31] de,publicidad [31] online,#dsmpublicidad [22] con,saucedosilv [22] de,almanatura [22] miguelfloro,congreso [22] publicidad,online [22] #dsmpublicidad,humanracerh [22] humanracerh,procesos [22] procesos,de Top Word Pairs in Tweet in G7:
[4] youtube,ads [4] de,#dsmpublicidad [4] el,congreso [4] ponencias,más [3] hoy,las [3] las,18 [3] 18,00h [3] 00h,estará [3] estará,nagorebarroco [3] nagorebarroco,en Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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: