#DES2021, Twitter, 4/19/2021 7:25:50 AM, 253082


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#DES2021 Twitter NodeXL SNA Map and Report for Monday, 19 April 2021 at 07:24 UTC
#DES2021 Twitter NodeXL SNA Map and Report for Monday, 19 April 2021 at 07:24 UTC
From:
vivian
Uploaded on:
April 19, 2021
Short Description:
#DES2021 via NodeXL https://bit.ly/3dv2NOQ
@des_show
@chidambara09
@ifema
@aldomanucio_lab
@een_eu
@silviaavilesg
@clusterbigdatam
@fundaciobigdata
@globbit_es
@tecnopole

Top hashtags:
#des2021
#digitaltransformation
#business
#eencanhelp
#tech
#innovation

Description:
Description
The graph represents a network of 36 Twitter users whose recent tweets contained "#DES2021", 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, 19 April 2021 at 07:25 UTC.

The tweets in the network were tweeted over the 6-day, 4-hour, 32-minute period from Monday, 12 April 2021 at 06:45 UTC to Sunday, 18 April 2021 at 11:18 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 : 36
Unique Edges : 53
Edges With Duplicates : 32
Total Edges : 85
Number of Edge Types : 5
Retweet : 15
Tweet : 14
MentionsInRetweet : 21
Mentions : 33
Replies to : 2
Self-Loops : 14
Reciprocated Vertex Pair Ratio : 0.0350877192982456
Reciprocated Edge Ratio : 0.0677966101694915
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 31
Maximum Edges in a Connected Component : 79
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.88843
Graph Density : 0.0468253968253968
Modularity : 0.307578
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 36 Twitter users whose recent tweets contained "#DES2021", 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, 19 April 2021 at 07:25 UTC.

The tweets in the network were tweeted over the 6-day, 4-hour, 32-minute period from Monday, 12 April 2021 at 06:45 UTC to Sunday, 18 April 2021 at 11:18 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 : #DES2021
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:
[6] https://des2021.b2match.io/
[3] https://vivianfrancos.com/des2021-llega-a-madrid-del-18-al-20-de-mayo/
[3] https://mtr.cool:443/vgwlkybneb
[3] https://pinkermoda.com/des-digital-enterprise-show/
[3] https://www.des-madrid.com/digital-business-world-congress/c-level-agenda/
[2] https://www.des-madrid.com/visit/tickets-benefits/
[2] https://twitter.com/ClusterBigDataM/status/1382706375118233602
[2] https://www.des-madrid.com/health-safety-measures/
[2] https://mtr.cool:443/aoxkduaher
[2] https://mtr.cool:443/wljaouacac

Top URLs in Tweet in G1:
[3] https://www.des-madrid.com/digital-business-world-congress/c-level-agenda/
[2] https://twitter.com/ClusterBigDataM/status/1382706375118233602
[2] https://www.ituser.es/actualidad/2021/04/digitalizacion-y-recuperacion-los-grandes-temas-del-proximo-digital-enterprise-show
[2] https://www.des-madrid.com/es/
[1] https://www.des-madrid.com/visit/tickets-benefits/
[1] https://www.des-madrid.com/des-show/
[1] https://www.globbit.com/des-digital-enterprise-show-2021-protagonizada-por-la-ia-y-la-digitalizacion-21892/

Top URLs in Tweet in G2:
[2] https://mtr.cool:443/vgwlkybneb
[1] https://www.linkedin.com/slink?code=g4cQ2ra
[1] https://mtr.cool:443/wljaouacac
[1] https://mtr.cool:443/aoxkduaher
[1] https://www.des-madrid.com/health-safety-measures/
[1] https://des2021.b2match.io/
[1] https://digtechs.com/seminario-web-procesos-de-firma-y-digitalizacion-oportunidades-y-beneficios-de-la-innovacion-digital/?lang=es&utm_campaign=Marzo%202021&utm_content=158538549&utm_medium=social&utm_source=twitter&hss_channel=tw-1225817872565460992
[1] https://pinkermoda.com/des-digital-enterprise-show/
[1] https://events.opinno.io/event-detail/des
[1] https://www.des-madrid.com/visit/tickets-benefits/

Top URLs in Tweet in G3:
[5] https://des2021.b2match.io/

Top URLs in Tweet in G4:
[2] https://pinkermoda.com/des-digital-enterprise-show/
[1] https://mtr.cool:443/vgwlkybneb
[1] https://mtr.cool:443/wljaouacac
[1] https://mtr.cool:443/aoxkduaher
[1] https://www.des-madrid.com/health-safety-measures/

Top URLs in Tweet in G5:
[1] https://www.linkedin.com/slink?code=dKq3R5J
[1] https://asociaciondec.org/otros-eventos-cx/la-asociacion-dec-anfitrion-en-el-des2021/48337/
[1] https://www.des-madrid.com/

Top URLs in Tweet in G6:
[3] https://vivianfrancos.com/des2021-llega-a-madrid-del-18-al-20-de-mayo/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[56] des2021
[20] digitaltransformation
[13] business
[10] eencanhelp
[10] tech
[7] innovation
[6] transformaciondigital
[5] digitalization
[4] digital
[3] seohashtag



Top Hashtags in Tweet in G1:
[16] des2021
[5] digitaltransformation
[5] business
[3] eencanhelp
[3] tech
[3] partners
[3] transformaciondigital
[3] madrid
[3] hrsummit
[2] digitalization

Top Hashtags in Tweet in G2:
[18] des2021
[6] digitaltransformation
[5] innovation
[4] digital
[3] womentech
[3] digitalization
[3] transformaciondigital
[3] innovacion
[2] business
[2] transformacióndigital

Top Hashtags in Tweet in G3:
[5] digitaltransformation
[5] business
[5] des2021
[5] eencanhelp
[5] tech

Top Hashtags in Tweet in G4:
[8] des2021
[4] digitaltransformation
[2] innovation
[2] womentec
[2] ia
[2] digitalización
[2] pyme
[2] nextgenerationeu
[1] business
[1] eencanhelp

Top Hashtags in Tweet in G5:
[3] des2021
[1] transformacióndigital
[1] sociosdec
[1] cx

Top Hashtags in Tweet in G6:
[6] des2021
[3] seohashtag

Top Words
Top Words in Tweet in Entire Graph:
[56] #des2021
[43] des_show
[34] 18
[34] 20
[24] mayo
[21] event
[20] #digitaltransformation
[16] digital
[13] evento
[13] ifema

Top Words in Tweet in G1:
[16] #des2021
[16] des_show
[13] 18
[13] 20
[11] ifema
[10] mayo
[7] evento
[6] event
[5] estamos
[5] #digitaltransformation

Top Words in Tweet in G2:
[18] #des2021
[12] des_show
[7] descuento
[6] 18
[6] 20
[6] #digitaltransformation
[6] digital
[5] mayo
[5] 2021
[5] #innovation

Top Words in Tweet in G3:
[10] event
[5] registrations
[5] des_show
[5] brokerage
[5] open
[5] looking
[5] solutions
[5] accelerate
[5] #digitaltransformation
[5] #business

Top Words in Tweet in G4:
[10] des_show
[8] #des2021
[4] #digitaltransformation
[2] placer
[2] colaborar
[2] año
[2] échale
[2] vistazo
[2] nuestra
[2] agenda

Top Words in Tweet in G5:
[3] evento
[3] #des2021
[2] 18
[2] 20

Top Words in Tweet in G6:
[6] #des2021
[6] 18
[6] 20
[6] mayo
[3] #seohashtag
[3] llega
[3] madrid
[3] digital
[3] enterprise
[3] show

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] 18,20
[24] 20,mayo
[11] #digitaltransformation,#business
[10] mayo,2021
[10] registrations,des_show
[10] des_show,brokerage
[10] brokerage,event
[10] event,open
[10] open,looking
[10] looking,solutions

Top Word Pairs in Tweet in G1:
[13] 18,20
[10] 20,mayo
[8] mayo,ifema
[3] 35,descuento
[3] registrations,des_show
[3] des_show,brokerage
[3] brokerage,event
[3] event,open
[3] open,looking
[3] looking,solutions

Top Word Pairs in Tweet in G2:
[6] 18,20
[5] 20,mayo
[4] mayo,2021
[3] placer,colaborar
[3] agenda,preliminar
[3] preliminar,vas
[3] vas,perder
[3] #digitaltransformation,#des2021
[3] #des2021,#innovation
[3] #innovation,#womentech

Top Word Pairs in Tweet in G3:
[5] registrations,des_show
[5] des_show,brokerage
[5] brokerage,event
[5] event,open
[5] open,looking
[5] looking,solutions
[5] solutions,accelerate
[5] accelerate,#digitaltransformation
[5] #digitaltransformation,#business
[5] #business,#des2021

Top Word Pairs in Tweet in G4:
[2] des_show,placer
[2] placer,colaborar
[2] colaborar,año
[2] échale,vistazo
[2] vistazo,nuestra
[2] nuestra,agenda
[2] agenda,preliminar
[2] preliminar,vas
[2] vas,perder
[2] perder,18

Top Word Pairs in Tweet in G5:
[2] 18,20

Top Word Pairs in Tweet in G6:
[6] 18,20
[6] 20,mayo
[3] #seohashtag,#des2021
[3] #des2021,llega
[3] llega,madrid
[3] madrid,18
[3] mayo,#des2021
[3] #des2021,digital
[3] digital,enterprise
[3] enterprise,show

Top Replied-To
Top Replied-To in Entire Graph:
@des_show

Top Replied-To in G1:
@des_show

Top Replied-To in G2:
@des_show

Top Mentioned
Top Mentioned in Entire Graph:
@des_show
@ifema
@innormadrid
@vrara_madrid
@pinkermoda
@een_eu
@ituser_itdm
@eudebusiness
@clusterbigdatam

Top Mentioned in G1:
@des_show
@ifema
@ituser_itdm
@clusterbigdatam
@een_eu

Top Mentioned in G2:
@des_show
@innormadrid
@eudebusiness
@vrara_madrid
@digtechs_com
@pinkermoda

Top Mentioned in G3:
@des_show

Top Mentioned in G4:
@des_show
@vrara_madrid
@een_eu
@innowayst
@pinkermoda

Top Mentioned in G5:
@asociacion_dec

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@education_24x7
@inesrobredo
@arcaincubatore
@globbit_es
@aldomanucio_lab
@silviaavilesg
@incipy
@anabelanogs
@ituser_itdm

Top Tweeters in G1:
@chidambara09
@arcaincubatore
@globbit_es
@aldomanucio_lab
@incipy
@ituser_itdm
@mranera
@apte_es
@ifema
@tecnopole

Top Tweeters in G2:
@inesrobredo
@des_show
@eudebusiness
@opinno
@innormadrid
@asocfintechins
@nuclioschool
@on5g_mwc
@aetc3c
@digtechs_com

Top Tweeters in G3:
@education_24x7
@een_eu
@een_hessen
@eenireland
@een_hellas

Top Tweeters in G4:
@silviaavilesg
@pinkermoda
@vrara_madrid
@innowayst

Top Tweeters in G5:
@asociacion_dec
@pcttenerife
@itchannel_news

Top Tweeters in G6:
@anabelanogs
@hashtagmarketi7


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