#ECONGRESS22 OR @eCongressMalaga, Twitter, 9/5/2022 4:04:01 AM, 281309


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#ECONGRESS22 OR @eCongressMalaga Twitter NodeXL SNA Map and Report for 05/Sep/22 by #SEOhashtag
#ECONGRESS22 OR @eCongressMalaga Twitter NodeXL SNA Map and Report for 05/Sep/22 by #SEOhashtag
From:
vivian
Uploaded on:
September 05, 2022
Short Description:
#ECONGRESS22 OR @eCongressMalaga via @NodeXL #SEOhashtag https://bit.ly/3wVFgQ6
@econgressmalaga
@claudialunapale
@coronaoso
@malaga
@beatrizgalea
@joaquindanvila
@mkt4ecommerce
@m_wettergren
@fycma
@publisuites

Top hashtags:
#econgress22
#ecommerce
#socialmedia
#málaga

Description:
Description
The graph represents a network of 97 Twitter users whose recent tweets contained "#ECONGRESS22 OR @eCongressMalaga", 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 Monday, 05 September 2022 at 04:03 UTC.

The tweets in the network were tweeted over the 7-day, 20-hour, 28-minute period from Saturday, 27 August 2022 at 16:07 UTC to Sunday, 04 September 2022 at 12:35 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 : 97
Unique Edges : 264
Edges With Duplicates : 238
Total Edges : 502
Number of Edge Types : 5
MentionsInRetweet : 227
Mentions : 143
Retweet : 92
Replies to : 26
Tweet : 14
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.106312292358804
Reciprocated Edge Ratio : 0.192192192192192
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 91
Maximum Edges in a Connected Component : 496
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.006269
Graph Density : 0.0357603092783505
Modularity : 0.321729
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 97 Twitter users whose recent tweets contained "#ECONGRESS22 OR @eCongressMalaga", 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 Monday, 05 September 2022 at 04:03 UTC.

The tweets in the network were tweeted over the 7-day, 20-hour, 28-minute period from Saturday, 27 August 2022 at 16:07 UTC to Sunday, 04 September 2022 at 12:35 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 : #ECONGRESS22 OR @eCongressMalaga
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:
[61] https://www.econgressmalaga.es/
[13] https://www.econgressmalaga.es
[8] https://marketing4ecommerce.net/regresa-el-econgress-malaga-asi-sera-la-decima-edicion-de-la-cita-del-ecommerce-y-marketing-digital-por-excelencia/
[7] https://www.promalaga.es/econgress-malaga-epicentro-del-ecommerce-social-media-y-marketing-digital-vuelve-en-septiembre-a-fycma/
[4] https://fycma.com/malaga-se-convierte-en-referente-del-marketing-digital-con-la-celebracion-de-su-10o-econgress/
[4] https://marketing4ecommerce.net/regresa-el-econgress-malaga-asi-sera-la-decima-edicion-de-la-cita-del-ecommerce-y-marketing-digital-por-excelencia/?utm_source=news&utm_medium=mail&utm_campaign=newsm4c
[3] https://twitter.com/eCongressMalaga/status/1564327551304179712
[3] https://twitter.com/eCongressMalaga/status/1565316040552333313
[2] https://twitter.com/paoloigna1/status/1564328933960699904
[2] https://twitter.com/encierrobombmlg/status/1565295295746940929

Top URLs in Tweet in G1:
[11] https://www.econgressmalaga.es/
[10] https://www.econgressmalaga.es
[4] https://www.promalaga.es/econgress-malaga-epicentro-del-ecommerce-social-media-y-marketing-digital-vuelve-en-septiembre-a-fycma/
[2] https://twitter.com/encierrobombmlg/status/1565295295746940929
[1] https://fycma.com/malaga-se-convierte-en-referente-del-marketing-digital-con-la-celebracion-de-su-10o-econgress/
[1] https://econgressmalaga.es
[1] https://twitter.com/eCongressMalaga/status/1563558708180828160
[1] https://twitter.com/eCongressMalaga/status/1563479687506132992
[1] https://twitter.com/econgressmalaga/status/1563558708180828160

Top URLs in Tweet in G2:
[27] https://www.econgressmalaga.es/
[2] https://marketing4ecommerce.net/regresa-el-econgress-malaga-asi-sera-la-decima-edicion-de-la-cita-del-ecommerce-y-marketing-digital-por-excelencia/
[1] https://twitter.com/paoloigna1/status/1564328933960699904
[1] https://twitter.com/m_wettergren/status/1564749431869767683
[1] https://marketing4ecommerce.net/regresa-el-econgress-malaga-asi-sera-la-decima-edicion-de-la-cita-del-ecommerce-y-marketing-digital-por-excelencia/?utm_source=news&utm_medium=mail&utm_campaign=newsm4c
[1] https://www.econgressmalaga.es
[1] https://fycma.com/malaga-se-convierte-en-referente-del-marketing-digital-con-la-celebracion-de-su-10o-econgress/
[1] https://www.promalaga.es/econgress-malaga-epicentro-del-ecommerce-social-media-y-marketing-digital-vuelve-en-septiembre-a-fycma/
[1] https://econgressmalaga.es
[1] https://twitter.com/econgressmalaga/status/1563479687506132992

Top URLs in Tweet in G3:
[10] https://www.econgressmalaga.es/
[1] https://twitter.com/eCongressMalaga/status/1565316040552333313

Top URLs in Tweet in G4:
[11] https://www.econgressmalaga.es/
[6] https://marketing4ecommerce.net/regresa-el-econgress-malaga-asi-sera-la-decima-edicion-de-la-cita-del-ecommerce-y-marketing-digital-por-excelencia/
[3] https://marketing4ecommerce.net/regresa-el-econgress-malaga-asi-sera-la-decima-edicion-de-la-cita-del-ecommerce-y-marketing-digital-por-excelencia/?utm_source=news&utm_medium=mail&utm_campaign=newsm4c
[2] https://www.promalaga.es/econgress-malaga-epicentro-del-ecommerce-social-media-y-marketing-digital-vuelve-en-septiembre-a-fycma/
[2] https://www.econgressmalaga.es
[2] https://fycma.com/malaga-se-convierte-en-referente-del-marketing-digital-con-la-celebracion-de-su-10o-econgress/
[2] https://twitter.com/eCongressMalaga/status/1564327551304179712
[1] https://twitter.com/econgressmalaga/status/1563479687506132992
[1] https://twitter.com/eCongressMalaga/status/1565316040552333313
[1] https://twitter.com/paoloigna1/status/1564328933960699904

Top URLs in Tweet in G7:
[2] https://www.econgressmalaga.es/
[2] https://twitter.com/territoriobtc/status/1562746405051314178

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=bKbGftPbMmU


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[86] econgress22
[33] ecommerce
[29] socialmedia
[28] málaga
[19] marketingdigital
[19] marketing
[7] promálaga
[7] emprendedores
[6] malaga
[6] negocio



Top Hashtags in Tweet in G1:
[12] econgress22
[7] ecommerce
[7] socialmedia
[5] marketing
[5] málaga
[4] promálaga
[2] marketingdigital
[2] larios
[1] digital

Top Hashtags in Tweet in G2:
[43] econgress22
[13] ecommerce
[13] málaga
[11] socialmedia
[9] marketing
[7] marketingdigital
[5] malaga
[5] emprendedores
[5] negocio
[4] startup

Top Hashtags in Tweet in G3:
[5] econgress22
[4] ecommerce
[3] málaga
[3] socialmedia
[3] marketingdigital
[2] seo
[2] contentcreation
[2] branding
[1] marketing
[1] empresas

Top Hashtags in Tweet in G4:
[20] econgress22
[8] ecommerce
[7] málaga
[7] socialmedia
[7] marketingdigital
[4] marketing
[4] ventas
[2] promálaga
[2] digital
[1] empresas

Top Hashtags in Tweet in G6:
[3] econgress22

Top Hashtags in Tweet in G7:
[2] econgress22

Top Hashtags in Tweet in G8:
[1] econgress22
[1] ecommerce
[1] networking
[1] engineering
[1] saas
[1] digitalmarketing
[1] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[89] 10
[86] #econgress22
[82] septiembre
[70] econgressmalaga
[60] sábado
[45] fycma
[44] málaga
[35] digital
[34] #ecommerce
[34] edición

Top Words in Tweet in G1:
[29] econgressmalaga
[16] edición
[16] fycma
[16] 10
[15] septiembre
[15] luis_verde
[15] rsanchezmlg
[15] beatrizgalea
[15] digital
[12] #econgress22

Top Words in Tweet in G2:
[43] #econgress22
[36] 10
[34] septiembre
[26] sábado
[15] fycma
[14] málaga
[13] congreso
[13] #ecommerce
[13] palacio
[13] congresos

Top Words in Tweet in G3:
[13] 10
[10] septiembre
[9] sábado
[8] publisuites
[8] málaga
[5] econgressmalaga
[5] apoyo
[5] ayuntamiento
[5] malaga
[5] palacio

Top Words in Tweet in G4:
[24] 10
[23] septiembre
[20] econgressmalaga
[20] #econgress22
[13] sábado
[12] fycma
[11] digital
[11] málaga
[11] edición
[10] ecommerce

Top Words in Tweet in G5:
[4] juradomarinl
[4] paola43567
[4] joseantoniogad1
[4] puntogofre
[4] econgressmalaga
[4] marzelailauziri
[3] josecmarina
[3] salsaschovi
[2] especial
[2] cashconverterse

Top Words in Tweet in G6:
[3] #econgress22
[2] vas

Top Words in Tweet in G7:
[2] apuntas
[2] 12
[2] conferencias
[2] talleres
[2] área
[2] stands
[2] beerworking
[2] info
[2] entradas
[2] #econgress22

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] 10,septiembre
[57] sábado,10
[28] #ecommerce,#socialmedia
[23] septiembre,málaga
[19] marketing,digital
[19] palacio,congresos
[19] 12,conferencias
[19] conferencias,talleres
[19] stands,beerworking
[18] #econgress22,sábado

Top Word Pairs in Tweet in G1:
[15] 10,septiembre
[13] econgressmalaga,fycma
[12] sábado,10
[12] elisa,pérez
[12] pérez,siles
[11] 10ª,edición
[11] luis_verde,rsanchezmlg
[11] septiembre,málaga
[10] próximo,sábado
[10] málaga,convertirá

Top Word Pairs in Tweet in G2:
[34] 10,septiembre
[24] sábado,10
[12] palacio,congresos
[11] septiembre,palacio
[10] #ecommerce,#socialmedia
[8] septiembre,fycma
[7] congreso,#ecommerce
[6] septiembre,málaga
[6] #socialmedia,#marketingdigital
[6] mayor,congreso

Top Word Pairs in Tweet in G3:
[10] 10,septiembre
[9] sábado,10
[5] apoyo,ayuntamiento
[5] ayuntamiento,malaga
[5] malaga,sábado
[5] septiembre,palacio
[5] palacio,congresos
[5] congresos,málaga
[4] publisuites,econgressmalaga
[4] diputacionmlg,viveandalucia

Top Word Pairs in Tweet in G4:
[23] 10,septiembre
[12] sábado,10
[8] #econgress22,sábado
[8] #ecommerce,#socialmedia
[6] congreso,#ecommerce
[6] septiembre,fycma
[6] edición,econgressmalaga
[5] marketing,digital
[5] málaga,vuelve
[5] vuelve,convertirse

Top Word Pairs in Tweet in G5:
[4] juradomarinl,paola43567
[4] joseantoniogad1,puntogofre
[4] puntogofre,econgressmalaga
[3] paola43567,josecmarina
[3] josecmarina,joseantoniogad1
[3] econgressmalaga,salsaschovi
[3] salsaschovi,marzelailauziri
[2] especial,juradomarinl
[2] cashconverterse,juradomarinl

Top Word Pairs in Tweet in G6:
[2] vas,#econgress22

Top Word Pairs in Tweet in G7:
[2] apuntas,12
[2] 12,conferencias
[2] conferencias,talleres
[2] talleres,área
[2] área,stands
[2] stands,beerworking
[2] beerworking,info
[2] info,entradas
[2] entradas,#econgress22

Top Replied-To
Top Replied-To in Entire Graph:
@malaga
@paoloigna1
@cashconverterse
@canalmalagartv
@econgressmalaga
@samutorr
@101tvmalaga
@teleprensa
@malagaep
@inffluyo

Top Replied-To in G1:
@malaga

Top Replied-To in G2:
@canalmalagartv
@paoloigna1
@geotelecom
@malagajuventud
@malaga
@samutorr
@cashconverterse
@opiniondemalaga
@inffluyo
@malagaep

Top Replied-To in G3:
@to_navas
@samutorr

Top Replied-To in G4:
@econgressmalaga
@paoloigna1

Top Replied-To in G5:
@cashconverterse

Top Replied-To in G6:
@senormunoz
@pablocirre

Top Mentioned
Top Mentioned in Entire Graph:
@econgressmalaga
@fycma
@luis_verde
@rsanchezmlg
@beatrizgalea
@malaga
@malagaimfe
@publisuites
@shopify
@mkt4ecommerce

Top Mentioned in G1:
@econgressmalaga
@fycma
@luis_verde
@rsanchezmlg
@beatrizgalea
@malagaimfe
@malaga
@malagajuventud
@promalaga
@clientify

Top Mentioned in G2:
@fycma
@econgressmalaga
@malaga
@carlosblanco
@mkt4ecommerce
@imf_education
@beatrizgalea
@rsanchezmlg
@luis_verde

Top Mentioned in G3:
@publisuites
@econgressmalaga
@malaga
@diputacionmlg
@viveandalucia
@unicajabanco
@dinahosting
@siteground_es
@shopify
@esicmalaga

Top Mentioned in G4:
@econgressmalaga
@fycma
@mkt4ecommerce
@beatrizgalea
@rsanchezmlg
@luis_verde
@forogreencities
@smovingforum
@simedmalaga
@raillive_malaga

Top Mentioned in G5:
@juradomarinl
@paola43567
@joseantoniogad1
@puntogofre
@econgressmalaga
@marzelailauziri
@josecmarina
@salsaschovi

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@codewithtwitchi
@kikemlaga
@diariosur
@carmelomayorv
@teleprensa
@coronaoso
@epandalucia
@opiniondemalaga
@malagahoy_es

Top Tweeters in G1:
@kikemlaga
@diariosur
@carmelomayorv
@coronaoso
@malagahoy_es
@malaga
@claudialunapale
@malagajuventud
@luis_verde
@fycma

Top Tweeters in G2:
@codewithtwitchi
@teleprensa
@epandalucia
@opiniondemalaga
@correos
@101tvmalaga
@ecommercerd
@malagaep
@carlosblanco
@imf_education

Top Tweeters in G3:
@raiolanetworks
@viveandalucia
@shopify
@to_navas
@diputacionmlg
@esicmalaga
@vivecostadelsol
@dinahosting
@publisuites
@siteground_es

Top Tweeters in G4:
@paoloigna1
@canalmalagartv
@mkt4ecommerce
@dircomnoticias
@rubenbaston
@pjimenezg76
@geotelecom
@forogreencities
@beatrizgalea
@bydeventos

Top Tweeters in G5:
@josecmarina
@puntogofre
@cashconverterse
@juradomarinl
@salsaschovi
@marzelailauziri
@paola43567
@joseantoniogad1

Top Tweeters in G6:
@senormunoz
@pablocirre
@jesusporras

Top Tweeters in G7:
@territoriobtc
@mistertop11_

Top Tweeters in G8:
@nolock_dev