#DES2022 OR #DES22 OR @DES_show, Twitter, 2/7/2022 4:35:03 PM, 271498


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#DES2022 OR #DES22 OR @DES_show Twitter NodeXL SNA Map and Report for Monday, 07 February 2022 at 16
#DES2022 OR #DES22 OR @DES_show Twitter NodeXL SNA Map and Report for Monday, 07 February 2022 at 16
From:
vivian
Uploaded on:
February 07, 2022
Short Description:
#DES2022 OR #DES22 OR @DES_show via NodeXL https://bit.ly/3HBe1h4
@des_show
@albertoemachado
@balaji_sandiego
@eventsinfluenc1
@rodriguezhernan
@nebext
@ecom_nationfr
@uclaaanspain
@jdiazandreu
@silviaavilesg

Top hashtags:
#des2022
#digitaltransformation
#industry40

Description:
Description
The graph represents a network of 76 Twitter users whose recent tweets contained "#DES2022 OR #DES22 OR @DES_show", 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, 07 February 2022 at 16:33 UTC.

The tweets in the network were tweeted over the 7-day, 8-hour, 31-minute period from Monday, 31 January 2022 at 07:52 UTC to Monday, 07 February 2022 at 16:23 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 : 76
Unique Edges : 137
Edges With Duplicates : 103
Total Edges : 240
Number of Edge Types : 5
Mentions : 70
MentionsInRetweet : 97
Retweet : 56
Replies to : 3
Tweet : 14
Self-Loops : 15
Reciprocated Vertex Pair Ratio : 0.0487804878048781
Reciprocated Edge Ratio : 0.0930232558139535
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 76
Maximum Edges in a Connected Component : 240
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.502078
Graph Density : 0.0301754385964912
Modularity : 0.412943
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 76 Twitter users whose recent tweets contained "#DES2022 OR #DES22 OR @DES_show", 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, 07 February 2022 at 16:33 UTC.

The tweets in the network were tweeted over the 7-day, 8-hour, 31-minute period from Monday, 31 January 2022 at 07:52 UTC to Monday, 07 February 2022 at 16:23 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 : #DES2022 OR #DES22 OR @DES_show
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:
[13] https://www.des-show.com/digital-business-world-congress/call-for-speakers/call-for-speakers-application/
[12] https://www.ecommerce-nation.fr/
[10] https://bit.ly/3L867xQ
[9] https://prnoticias.com/2022/01/25/los-european-digital-mindset-awards-2022-abren-su-convocatoria/?utm_source=agorapulse&utm_medium=twitter
[8] https://bit.ly/3HdYIe4
[7] https://www.des-show.com/exhibit/request-a-tailored-proposal/
[6] https://www.laecuaciondigital.com/empresas/eventos/digital-enterprise-show-busca-las-startups-mas-disruptivas-del-mundo-para-participar-en-el-des-startup-forum-2022/
[5] https://my.mtr.cool/ccgvpfrauq
[3] https://mtr.cool/zqktmpweqd
[3] https://my.mtr.cool/trzxlbsxms

Top URLs in Tweet in G1:
[8] https://bit.ly/3L867xQ
[5] https://www.des-show.com/exhibit/request-a-tailored-proposal/
[5] https://www.des-show.com/digital-business-world-congress/call-for-speakers/call-for-speakers-application/
[3] https://my.mtr.cool/ccgvpfrauq
[3] https://docs.google.com/forms/d/e/1FAIpQLSdPdRkj6KrGY-qkpWejIEtK92aYuv4JOdfHPmJ0ZASMo2d1Fg/viewform
[3] https://mtr.cool/zqktmpweqd
[2] https://www.ecommerce-nation.fr/
[2] https://carlosjochoa.com/2021/12/02/humanos-virtuales-en-el-metaverso-y-ahora-que/
[2] https://www.laecuaciondigital.com/empresas/eventos/digital-enterprise-show-busca-las-startups-mas-disruptivas-del-mundo-para-participar-en-el-des-startup-forum-2022/
[2] https://my.mtr.cool/trzxlbsxms

Top URLs in Tweet in G2:
[10] https://www.ecommerce-nation.fr/
[8] https://prnoticias.com/2022/01/25/los-european-digital-mindset-awards-2022-abren-su-convocatoria/?utm_source=agorapulse&utm_medium=twitter
[6] https://www.des-show.com/digital-business-world-congress/call-for-speakers/call-for-speakers-application/
[2] https://bit.ly/3HdYIe4
[2] https://twitter.com/DES_show/status/1488074945057988608/photo/1
[2] https://www.des-show.com/exhibit/request-a-tailored-proposal/
[2] https://my.mtr.cool/ccgvpfrauq
[2] https://www.laecuaciondigital.com/empresas/eventos/digital-enterprise-show-busca-las-startups-mas-disruptivas-del-mundo-para-participar-en-el-des-startup-forum-2022/
[1] https://bit.ly/3obw7Pm
[1] https://bit.ly/3L867xQ

Top URLs in Tweet in G3:
[1] https://enterprisersproject.com/article/2022/2/it-leadership-4-ways-lead-digital-maturity

Top URLs in Tweet in G4:
[6] https://bit.ly/3HdYIe4
[1] https://www.des-show.com/digital-business-world-congress/call-for-speakers/call-for-speakers-application/
[1] https://bit.ly/3L867xQ

Top URLs in Tweet in G5:
[2] http://www.RyderClubSpain.com
[2] https://www.laecuaciondigital.com/empresas/eventos/digital-enterprise-show-busca-las-startups-mas-disruptivas-del-mundo-para-participar-en-el-des-startup-forum-2022/
[1] https://www.des-show.com/digital-business-world-congress/call-for-speakers/call-for-speakers-application/
[1] https://twitter.com/DES_show/status/1486989574190645248

Top Domains
Top Domains in Tweet in Entire Graph:
[23] des-show.com
[19] bit.ly
[12] ecommerce-nation.fr
[11] mtr.cool
[9] prnoticias.com
[6] laecuaciondigital.com
[5] twitter.com
[3] google.com
[2] ryderclubspain.com
[2] carlosjochoa.com

Top Domains in Tweet in G1:
[12] des-show.com
[8] mtr.cool
[8] bit.ly
[3] google.com
[2] twitter.com
[2] ecommerce-nation.fr
[2] carlosjochoa.com
[2] laecuaciondigital.com
[1] prnoticias.com
[1] marketinginsiderreview.com

Top Domains in Tweet in G2:
[10] ecommerce-nation.fr
[9] des-show.com
[8] prnoticias.com
[4] bit.ly
[3] mtr.cool
[2] twitter.com
[2] laecuaciondigital.com

Top Domains in Tweet in G3:
[1] enterprisersproject.com

Top Domains in Tweet in G4:
[7] bit.ly
[1] des-show.com

Top Domains in Tweet in G5:
[2] ryderclubspain.com
[2] laecuaciondigital.com
[1] des-show.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[76] des2022
[32] digitaltransformation
[14] industry40
[13] innovative
[12] ecommerce
[11] digitalización
[9] concursos
[9] startups
[8] nodexl
[7] ai



Top Hashtags in Tweet in G1:
[34] des2022
[13] digitaltransformation
[8] industry40
[5] ai
[5] blockchain
[5] digitalmarketing
[5] cybersecurity
[5] pyme
[5] innovative
[4] startups

Top Hashtags in Tweet in G2:
[37] des2022
[17] digitaltransformation
[10] ecommerce
[8] digitalización
[8] concursos
[6] innovative
[4] industry40
[3] mwc22
[3] startups
[2] technovationgirls

Top Hashtags in Tweet in G4:
[6] nodexl
[4] des2022
[2] digitaltransformation
[2] industry40
[1] innovative

Top Hashtags in Tweet in G5:
[2] soycunefalumni
[2] málaga
[2] startups
[2] fintech
[2] retail
[1] des2022
[1] innovative

Top Words
Top Words in Tweet in Entire Graph:
[83] #des2022
[51] des_show
[39] 2022
[32] #digitaltransformation
[26] startup
[23] fórum
[23] partners
[20] digital
[20] over
[20] startups

Top Words in Tweet in G1:
[34] #des2022
[21] startup
[19] des_show
[18] 2022
[18] fórum
[16] startups
[13] #digitaltransformation
[12] 14
[12] 16
[10] over

Top Words in Tweet in G2:
[38] #des2022
[25] des_show
[20] 2022
[17] #digitaltransformation
[12] very
[12] happy
[12] announce
[12] one
[12] partners
[12] welcome

Top Words in Tweet in G4:
[12] nodexl
[10] #des2022
[6] #nodexl
[6] this0499154500
[6] chidambara09
[6] hashtagmarketi7
[6] albertoemachado
[6] salhaj
[6] khulood_almani
[6] top

Top Words in Tweet in G5:
[4] des_show
[2] cunefalumni
[2] uclaaanspain
[2] supports
[2] #soycunefalumni
[2] #málaga
[2] recibirá
[2] año
[2] primera
[2] evento

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] startup,fórum
[19] very,happy
[19] happy,announce
[19] partners,welcome
[19] welcome,onboard
[19] onboard,#des2022
[19] #des2022,#digitaltransformation
[17] 14,16
[16] go,stage
[13] call,speakers

Top Word Pairs in Tweet in G1:
[18] startup,fórum
[12] 14,16
[10] participar,startup
[10] fórum,2022
[8] 16,june
[8] go,stage
[8] des_show,busca
[8] busca,startups
[8] startups,disruptivas
[8] disruptivas,mundo

Top Word Pairs in Tweet in G2:
[12] very,happy
[12] happy,announce
[12] partners,welcome
[12] welcome,onboard
[12] onboard,#des2022
[12] #des2022,#digitaltransformation
[10] announce,ecom_nationfr
[10] ecom_nationfr,one
[10] one,media
[10] media,partners

Top Word Pairs in Tweet in G4:
[6] #nodexl,nodexl
[6] nodexl,this0499154500
[6] this0499154500,nodexl
[6] nodexl,chidambara09
[6] chidambara09,hashtagmarketi7
[6] hashtagmarketi7,albertoemachado
[6] albertoemachado,salhaj
[6] salhaj,khulood_almani
[6] khulood_almani,top
[6] top,hashtags

Top Word Pairs in Tweet in G5:
[2] cunefalumni,uclaaanspain
[2] uclaaanspain,supports
[2] supports,des_show
[2] des_show,#soycunefalumni
[2] #málaga,recibirá
[2] recibirá,año
[2] año,primera
[2] primera,des_show
[2] des_show,evento
[2] evento,#startups

Top Replied-To
Top Replied-To in Entire Graph:
@cunefalumni
@eli_krumova

Top Replied-To in G2:
@eli_krumova

Top Replied-To in G5:
@cunefalumni

Top Mentioned
Top Mentioned in Entire Graph:
@des_show
@ecom_nationfr
@albertoemachado
@prnoticias
@this0499154500
@nodexl
@chidambara09
@hashtagmarketi7
@salhaj
@khulood_almani

Top Mentioned in G1:
@des_show
@ametic_es
@thestartupsmag
@spanishstartup_
@allied4startups
@startupindia
@jemose
@apachedigital_
@ecom_nationfr
@carlosjochoafer

Top Mentioned in G2:
@des_show
@ecom_nationfr
@prnoticias
@blevrault_es
@albertoemachado
@this0499154500
@nodexl
@chidambara09
@hashtagmarketi7
@salhaj

Top Mentioned in G3:
@ciodive
@oablanchard
@des_show
@andy_fitze
@chels_la
@floriansemle
@linkedinexpert
@montyhamilton
@paul4innovating
@kimsstevenson

Top Mentioned in G4:
@this0499154500
@nodexl
@chidambara09
@hashtagmarketi7
@albertoemachado
@salhaj
@khulood_almani
@ametic_es
@des_show

Top Mentioned in G5:
@des_show
@uclaaanspain
@startupand_
@l_e_digital

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@chidambara09
@ml_tweet_bot
@gosquad22
@salhaj
@superteamml
@prnoticias
@iosu_blanco
@lukeisaacson2
@oablanchard

Top Tweeters in G1:
@cybersec_feeds
@ml_tweet_bot
@gosquad22
@cepymenews
@mgg_2012
@rodriguezhernan
@inmobimarv
@lasociedadmovil
@ametic_es
@carlosjochoafer

Top Tweeters in G2:
@superteamml
@prnoticias
@lukeisaacson2
@albertoemachado
@eli_krumova
@kred
@anabelanogs
@mktdiginews
@miguelfloro
@lushia22

Top Tweeters in G3:
@oablanchard
@linkedinexpert
@floriansemle
@paul4innovating
@ciodive
@montyhamilton
@vdimauro
@balaji_sandiego
@andy_fitze
@chels_la

Top Tweeters in G4:
@chidambara09
@salhaj
@iosu_blanco
@xeronbot
@100daysofcoders
@khulood_almani
@eventsinfluenc1
@hashtagmarketi7
@nodexl
@this0499154500

Top Tweeters in G5:
@jdiazandreu
@startupand_
@l_e_digital
@uclaaanspain
@cunefalumni


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