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#SEOnderground Twitter NodeXL SNA Map and Report for Saturday, 25 September 2021 at 14:10 UTC (experimental version)
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From:
vivian
Uploaded on:
September 25, 2021
Short Description:
#SEOnderground via NodeXL https://bit.ly/3ubjwxa
@loscreativos_co
@activithink
@carenew
@mjcachon
@elblogdelseo
@aleyda
@anabelanogs
@fernandomacia
@isocialwebseo
@jorgejaramillo

Top hashtags:
#seonderground
#seo
#marketingdigital
#marketing
#colombia
#mexico

Description:
Description
The graph represents a network of 586 Twitter users whose recent tweets contained "#SEOnderground", 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, 25 September 2021 at 14:13 UTC.

The tweets in the network were tweeted over the 8-day, 15-hour, 8-minute period from Thursday, 16 September 2021 at 22:14 UTC to Saturday, 25 September 2021 at 13:22 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


Overall Graph Metrics
Vertices : 586
Unique Edges : 3593
Edges With Duplicates : 16044
Total Edges : 19637
Number of Edge Types : 5
Retweet : 6015
Replies to : 1091
Mentions : 2559
Tweet : 449
MentionsInRetweet : 9523
Self-Loops : 474
Reciprocated Vertex Pair Ratio : 0.11439842209073
Reciprocated Edge Ratio : 0.205309734513274
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 582
Maximum Edges in a Connected Component : 19632
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.280879
Graph Density : 0.0148332895773169
Modularity : 0.14789
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 586 Twitter users whose recent tweets contained "#SEOnderground", 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, 25 September 2021 at 14:13 UTC.

The tweets in the network were tweeted over the 8-day, 15-hour, 8-minute period from Thursday, 16 September 2021 at 22:14 UTC to Saturday, 25 September 2021 at 13:22 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 : #SEOnderground
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[303] https://bit.ly/SEOnderground-2021-Día1
[253] https://bit.ly/SEOnderground-2021-Día-2
[234] https://www.youtube.com/watch?v=23JGOdyUUUw

[226] https://www.youtube.com/watch?v=BtQSlpsN0K4

[161] https://youtu.be/23JGOdyUUUw
[139] https://youtu.be/BtQSlpsN0K4
[95] http://youtu.be/BtQSlpsN0K4
[59] http://bit.ly/3yeY22T
[55] http://bit.ly/SEOnderground-2021
[49] http://seonderground.com

Top URLs in Tweet in G1:
[218] https://bit.ly/SEOnderground-2021-Día1
[190] https://bit.ly/SEOnderground-2021-Día-2
[158] https://www.youtube.com/watch?v=BtQSlpsN0K4

[149] https://www.youtube.com/watch?v=23JGOdyUUUw

[104] https://youtu.be/23JGOdyUUUw
[86] https://youtu.be/BtQSlpsN0K4
[75] http://youtu.be/BtQSlpsN0K4
[39] http://bit.ly/SEOnderground-2021
[27] http://seonderground.com
[27] https://seonderground.com/

Top URLs in Tweet in G2:
[82] https://bit.ly/SEOnderground-2021-Día1
[56] https://www.youtube.com/watch?v=BtQSlpsN0K4

[54] https://www.youtube.com/watch?v=23JGOdyUUUw

[49] https://youtu.be/BtQSlpsN0K4
[49] https://bit.ly/SEOnderground-2021-Día-2
[48] http://bit.ly/3yeY22T
[47] https://youtu.be/23JGOdyUUUw
[40] https://www.slideshare.net/mjcachon/expediente-xpath-seonderground-2021
[26] https://www.slideshare.net/aleydasolis/cmo-diagnosticar-y-recuperar-de-una-cada-de-trfico-seo-seonderground
[19] http://seonderground.com

Top URLs in Tweet in G3:
[31] https://www.youtube.com/watch?v=23JGOdyUUUw

[14] https://bit.ly/SEOnderground-2021-Día-2
[10] https://www.youtube.com/watch?v=BtQSlpsN0K4

[10] https://youtu.be/23JGOdyUUUw
[6] http://youtu.be/BtQSlpsN0K4
[4] https://youtu.be/BtQSlpsN0K4
[3] https://twitter.com/Metricool_es/status/1441416966355369990
[3] https://bit.ly/SEOnderground-2021-Día1
[3] https://twitter.com/aleyda/status/1441412011292704776
[3] http://seonderground.com

Top URLs in Tweet in G4:
[10] https://twitter.com/virginrod/status/1441052199832928257
[2] https://www.slideshare.net/aleydasolis/cmo-diagnosticar-y-recuperar-de-una-cada-de-trfico-seo-seonderground
[1] https://seonderground.com
[1] https://www.slideshare.net/mjcachon/expediente-xpath-seonderground-2021
[1] https://twitter.com/APatQuin/status/1441066975623536642
[1] https://www.danielherediamejias.com/python-scripts-aws-lambda/
[1] https://www.youtube.com/watch?v=BtQSlpsN0K4


Top URLs in Tweet in G5:
[2] https://twitter.com/MEPparanormal/status/1437140040765911044
[1] https://twitter.com/MEPparanormal/status/1438234290286891013

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=BtQSlpsN0K4


Top Domains
Top Domains in Tweet in Entire Graph:
[772] bit.ly
[595] twitter.com
[484] youtube.com
[412] youtu.be
[143] seonderground.com
[131] slideshare.net
[27] udemy.com
[24] hubs.la
[19] seranking.com
[14] danielherediamejias.com

Top Domains in Tweet in G1:
[522] bit.ly
[416] twitter.com
[323] youtube.com
[272] youtu.be
[87] seonderground.com
[24] slideshare.net
[14] hubs.la
[14] seranking.com
[14] udemy.com
[8] seoendias.com

Top Domains in Tweet in G2:
[228] bit.ly
[120] youtu.be
[116] youtube.com
[105] twitter.com
[101] slideshare.net
[52] seonderground.com
[13] udemy.com
[10] hubs.la
[8] danielherediamejias.com
[6] lnkd.in

Top Domains in Tweet in G3:
[60] twitter.com
[43] youtube.com
[22] bit.ly
[20] youtu.be
[3] slideshare.net
[3] seonderground.com

Top Domains in Tweet in G4:
[11] twitter.com
[3] slideshare.net
[1] seonderground.com
[1] danielherediamejias.com
[1] youtube.com

Top Domains in Tweet in G5:
[3] twitter.com

Top Domains in Tweet in G6:
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7903] seonderground
[2298] seo
[249] marketingdigital
[117] marketing
[58] colombia
[55] mexico
[51] argentina
[50] espana
[33] python
[28] linkbuilding



Top Hashtags in Tweet in G1:
[5473] seonderground
[1468] seo
[158] marketingdigital
[71] marketing
[40] colombia
[37] mexico
[37] argentina
[37] espana
[23] linkbuilding
[21] loscreativos

Top Hashtags in Tweet in G2:
[2119] seonderground
[744] seo
[87] marketingdigital
[36] marketing
[16] narcisoyepes
[14] colombia
[14] mexico
[11] python
[11] argentina
[10] viernes

Top Hashtags in Tweet in G3:
[289] seonderground
[84] seo
[10] marketing
[6] keywords
[4] marketingdigital
[4] colombia
[4] mexico
[3] metricoolers
[3] argentina
[3] espana

Top Hashtags in Tweet in G4:
[17] seonderground
[2] seo

Top Hashtags in Tweet in G5:
[3] felizviernes
[3] seonderground
[2] felizviernesatodos
[2] ancientaliens
[2] ufos
[2] extraterrestrials
[2] aliens
[2] conspiracy
[2] space
[2] extraterrestres

Top Hashtags in Tweet in G6:
[2] seonderground

Top Words
Top Words in Tweet in Entire Graph:
[7932] #seonderground
[2300] #seo
[1313] seo
[985] elblogdelseo
[850] vivo
[843] loscreativos_co
[772] 2021
[740] gracias
[700] evento
[697] día

Top Words in Tweet in G1:
[5491] #seonderground
[1466] #seo
[876] seo
[648] elblogdelseo
[604] vivo
[547] loscreativos_co
[517] 2021
[486] gracias
[478] día
[476] evento

Top Words in Tweet in G2:
[2130] #seonderground
[748] #seo
[399] seo
[312] elblogdelseo
[259] loscreativos_co
[244] 2021
[219] gracias
[211] vivo
[204] evento
[191] día

Top Words in Tweet in G3:
[289] #seonderground
[84] #seo
[65] activithink
[61] aleyda
[41] metricool_es
[36] loscreativos_co
[35] vivo
[33] gracias
[28] día
[27] paoloigna1

Top Words in Tweet in G4:
[17] #seonderground
[14] seo
[10] list
[10] favorite
[10] pythonistas
[10] gregbernhardt4
[10] chouinardjc
[10] koraygubur
[10] datachaz
[10] rvtheverett

Top Words in Tweet in G5:
[3] #felizviernes
[3] #seonderground
[2] mientras
[2] ocurra
[2] contestar
[2] oleada
[2] ondas
[2] radio
[2] ira
[2] bien

Top Words in Tweet in G6:
[2] #seonderground

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1594] #seonderground,#seo
[708] #seonderground,2021
[307] día,#seonderground
[299] #seonderground,vivo
[217] #seo,elblogdelseo
[200] aleyda,#seonderground
[176] #seo,#marketingdigital
[167] faraujoj,elblogdelseo
[152] #seo,aleyda
[144] través,youtube

Top Word Pairs in Tweet in G1:
[1028] #seonderground,#seo
[471] #seonderground,2021
[222] día,#seonderground
[214] #seonderground,vivo
[149] #seo,elblogdelseo
[144] aleyda,#seonderground
[107] #seo,#marketingdigital
[105] faraujoj,elblogdelseo
[102] #seo,aleyda
[102] través,youtube

Top Word Pairs in Tweet in G2:
[524] #seonderground,#seo
[226] #seonderground,2021
[76] día,#seonderground
[74] #seonderground,vivo
[68] #seo,elblogdelseo
[66] presentación,#seonderground
[65] #seo,#marketingdigital
[55] loscreativos_co,triariosas
[54] faraujoj,elblogdelseo
[50] #seonderground,os

Top Word Pairs in Tweet in G3:
[42] #seonderground,#seo
[23] #seo,#seonderground
[18] aleyda,#seonderground
[15] capitanapodcast,sepulestrella
[15] sepulestrella,hedwigkudo
[15] hedwigkudo,richartasanchez
[15] richartasanchez,alfchoice
[15] alfchoice,activithink
[15] activithink,perbea123
[15] perbea123,anabelanogs

Top Word Pairs in Tweet in G4:
[10] list,favorite
[10] favorite,seo
[10] seo,pythonistas
[10] pythonistas,#seonderground
[10] #seonderground,gregbernhardt4
[10] gregbernhardt4,chouinardjc
[10] chouinardjc,koraygubur
[10] koraygubur,datachaz
[10] datachaz,rvtheverett
[10] rvtheverett,leefootseo

Top Word Pairs in Tweet in G5:
[2] mientras,ocurra
[2] ocurra,contestar
[2] contestar,oleada
[2] oleada,ondas
[2] ondas,radio
[2] radio,ira
[2] ira,bien
[2] bien,#felizviernes
[2] #felizviernes,#seonderground
[2] #seonderground,#felizviernesatodos

Top Replied-To
Top Replied-To in Entire Graph:
@activithink
@metricool_es
@alejandrogm
@elblogdelseo
@paoloigna1
@mjcachon
@ninadelsur_seo
@loscreativos_co
@micasabja
@seostratega

Top Replied-To in G1:
@activithink
@metricool_es
@alejandrogm
@elblogdelseo
@ninadelsur_seo
@mjcachon
@micasabja
@loscreativos_co
@paoloigna1
@serednet

Top Replied-To in G2:
@activithink
@mjcachon
@paoloigna1
@metricool_es
@seostratega
@elblogdelseo
@loscreativos_co
@micasabja
@ninadelsur_seo
@isocialwebseo

Top Replied-To in G3:
@capitanapodcast
@metricool_es
@activithink
@paoloigna1
@xavi_pulga
@gatajefaza
@walterrubiano
@ninadelsur_seo
@danielhereme
@loscreativos_co

Top Mentioned
Top Mentioned in Entire Graph:
@elblogdelseo
@loscreativos_co
@aleyda
@faraujoj
@mjcachon
@hostinger
@fernandomacia
@soywebmaster
@serednet
@seranking

Top Mentioned in G1:
@elblogdelseo
@loscreativos_co
@aleyda
@faraujoj
@hostinger
@mjcachon
@serednet
@siteground_es
@seranking
@soywebmaster

Top Mentioned in G2:
@elblogdelseo
@loscreativos_co
@faraujoj
@aleyda
@fernandomacia
@mjcachon
@veroacu
@soywebmaster
@isocialwebseo
@seostratega

Top Mentioned in G3:
@aleyda
@loscreativos_co
@activithink
@metricool_es
@elblogdelseo
@faraujoj
@paoloigna1
@anabelanogs
@seoenmadrid
@seodecanarias

Top Mentioned in G4:
@gregbernhardt4
@chouinardjc
@koraygubur
@datachaz
@rvtheverett
@leefootseo
@oritsimu
@eliasdabbas
@hamletbatista
@fernandomacia

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@mckbirdbks
@ipythonistabot
@pymesunidases
@lavanguardia
@nytimes
@scratchinpro
@s_msonia
@alexbobadilla
@apez140

Top Tweeters in G1:
@mckbirdbks
@pymesunidases
@nytimes
@leidymarmalade
@kamradlegasov
@ma_martin
@douglasfugazi
@tailgunnerz
@marcelapvr
@google

Top Tweeters in G2:
@lavanguardia
@scratchinpro
@alexbobadilla
@alcaldiademed
@codewithtwitchi
@semrush
@__nca
@blondoamazonico
@aleyda
@nayade415

Top Tweeters in G3:
@paoloigna1
@s_msonia
@apez140
@hedwigkudo
@jordiestradab
@iosu_blanco
@m_ontoba
@aletecno
@alfchoice
@huhuzgz

Top Tweeters in G4:
@ipythonistabot
@slideshare
@hamletbatista
@oritsimu
@mungaicharles
@totinunez
@datachaz
@jessthebp
@koraygubur
@_gil_ang

Top Tweeters in G5:
@alienastromusic
@ferreolterror

Top Tweeters in G6:
@alejaboomsplash
@lorenakgramajo


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