#ExecEd, Twitter, 3/21/2019 12:41:05 PM, 191160


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#ExecEd_2019-03-21_05-38-41.xlsx
#ExecEd_2019-03-21_05-38-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2019
Short Description:
#ExecEd via NodeXL http://bit.ly/2Juygni
@ashridge_biz
@ieseg
@audencia
@execedcourses
@bernhardkerres
@mba_sprint
@infonutc
@thjeanjean
@kuczinnovation
@laurarojo_mgmt

Top hashtags:
#execed
#leadership
#ieseg
#executive
#luiss
#familybusiness
#professional

Description:
Description
The graph represents a network of 94 Twitter users whose tweets in the requested range contained "#ExecEd", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 March 2019 at 12:38 UTC.

The requested start date was Thursday, 21 March 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 16-hour, 44-minute period from Thursday, 07 March 2019 at 06:29 UTC to Wednesday, 20 March 2019 at 23:14 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 : 94
Unique Edges : 95
Edges With Duplicates : 75
Total Edges : 170
Number of Edge Types : 3
Mentions : 97
Tweet : 71
Replies to : 2
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0.032967032967033
Reciprocated Edge Ratio : 0.0638297872340425
Connected Components : 25
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 11
Maximum Edges in a Connected Component : 54
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.254032
Graph Density : 0.010752688172043
Modularity : 0.551125
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://executive.edhec.edu/fr/blog/alumni-story-projet-consulting-tremplin-collectif-individuel?utm_source=Twitter&utm_medium=article&utm_campaign=alumni-story-projet-consulting-tremplin-collectif-individuel-2019-02-27
[2] https://meilleurs-masters.com/master-management-de-l-hotellerie/essec-business-school-mba-in-hospitality-management.html
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/KO9yxs
[2] https://www.youtube.com/watch?v=Pe-JGPh_hhs

[2] https://www.transportation.northwestern.edu/education/executive-education/
[2] https://www.kuczmarski.com/expertise/executive-education/managing-and-activating-innovation/
[2] https://medium.com/@jurgenappelo/the-design-thinking-and-lean-startup-models-are-broken-here-is-the-innovation-vortex-43592a4414d
[2] http://www.business.rutgers.edu/news/rutgers-mini-mba-digital-marketing-ranked-among-top-30-best-value-certificate-programs
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/Y5z4Wg
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/cJdkVv

Top URLs in Tweet in G1:
[1] https://www.hult.edu/en/executive-education/events/ash-ef-helsinki-21-mar/?utm_source=twitter&utm_medium=social&utm_campaign=organicsocialtwitter&utm_content=helsinki_event
[1] https://www.hult.edu/en/executive-education/events/team-engagement-london-26-mar/?utm_source=twitter&utm_medium=social&utm_campaign=organicsocialtwitter&utm_content=team_engagement_event
[1] https://www.hult.edu/en/executive-education/insights/how-experiential-learning-gives-you-lessons-you-will-never-forget/?utm_source=twitter&utm_medium=social&utm_campaign=organicsocialtwitter&utm_content=q2legovid5_tw_lw040319_uk
[1] https://www.hult.edu/en/executive-education/insights/how-experiential-learning-gives-you-lessons-you-will-never-forget/
[1] https://www.hult.edu/en/executive-education/events/ash-ef-stockholm-19-mar/?utm_source=twitter&utm_medium=social&utm_campaign=organicsocialtwitter&utm_content=stockholme_event
[1] https://twitter.com/Ashridge_Biz/status/1105048247389818880

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=Pe-JGPh_hhs

[1] https://www.ieseg.fr/news/ieseg-s-allie-avec-luiss-business-school/
[1] https://www.ieseg.fr/en/news/ieseg-partners-with-luiss-business-school/

Top URLs in Tweet in G4:
[1] https://twitter.com/forbes_fr/status/1103211353521774597

Top URLs in Tweet in G5:
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/Y5z4Wg
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/KO9yxs
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/cJdkVv
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/Z2MF2N
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/jeUjYr
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/neS9cd
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/QbHKd2
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/wsjeUw
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/laAh5n
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/enr05H

Top URLs in Tweet in G6:
[1] https://dbs.deusto.es/cs/Satellite/deusto-b-school/es/deustobschool/programas-3/formacion-ejecutiva-0/finanzas/seminario-de-blockchain-la-disrupcion-del-valor-y-la-confianza/introduccion-24/info-prog

Top URLs in Tweet in G7:
[1] https://www.mbasprint.com/faculty
[1] https://www.mbasprint.com

Top URLs in Tweet in G8:
[1] https://lnkd.in/eR-h4RK
[1] https://www.coursera.org/learn/ai-for-everyone
[1] https://twitter.com/HarvardBizAn/status/1072539163109584899
[1] https://twitter.com/MasonExecEd/status/1105448221860642816
[1] https://www.dri.guide/courses/dx-accelerator/lectures/5669156/?utm_campaign=meetedgar&utm_medium=social&utm_source=Twitter
[1] https://www.dri.guide/courses/dx-accelerator/lectures/5735111/?utm_campaign=meetedgar&utm_medium=social&utm_source=Twitter
[1] https://www.wgbh.org/news/science-and-technology/2019/03/15/lessons-from-the-worlds-quirkiest-innovators

Top URLs in Tweet in G9:
[2] https://www.transportation.northwestern.edu/education/executive-education/

Top URLs in Tweet in G10:
[2] https://meilleurs-masters.com/master-management-de-l-hotellerie/essec-business-school-mba-in-hospitality-management.html
[2] https://medium.com/@jurgenappelo/the-design-thinking-and-lean-startup-models-are-broken-here-is-the-innovation-vortex-43592a4414d
[1] https://www.centre-inffo.fr/site-reforme/apprentissage/apprentissage-lessentiel/comment-mobiliser-les-premiers-dispositifs-pro-a-dans-son-entreprise-3
[1] https://www.hrbartender.com/2019/leadership-and-management/managers-developing-talent/

Top Domains
Top Domains in Tweet in Entire Graph:
[54] po.st
[5] hult.edu
[4] twitter.com
[3] edhec.edu
[2] meilleurs-masters.com
[2] dri.guide
[2] youtube.com
[2] ieseg.fr
[2] northwestern.edu
[2] mbasprint.com

Top Domains in Tweet in G1:
[5] hult.edu
[1] twitter.com

Top Domains in Tweet in G2:
[2] youtube.com
[2] ieseg.fr

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[54] po.st

Top Domains in Tweet in G6:
[1] deusto.es

Top Domains in Tweet in G7:
[2] mbasprint.com

Top Domains in Tweet in G8:
[2] twitter.com
[2] dri.guide
[1] lnkd.in
[1] coursera.org
[1] wgbh.org

Top Domains in Tweet in G9:
[2] northwestern.edu

Top Domains in Tweet in G10:
[2] meilleurs-masters.com
[2] medium.com
[1] centre-inffo.fr
[1] hrbartender.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[101] execed
[15] leadership
[8] ieseg
[7] executive
[6] luiss
[6] familybusiness
[5] professional
[4] management
[4] blockchain
[4] freight



Top Hashtags in Tweet in G1:
[6] execed
[2] ef
[2] research
[2] ashridge
[1] helsinki
[1] engagement
[1] teamashridge
[1] internationaldayofhappiness
[1] stockholm
[1] experientialeducation

Top Hashtags in Tweet in G2:
[8] ieseg
[6] luiss
[6] familybusiness
[3] iesegexperience
[3] execed
[2] executive
[1] mccain
[1] management
[1] leadership
[1] transformation

Top Hashtags in Tweet in G3:
[1] leadership
[1] management
[1] music
[1] classicalmusic
[1] teaching
[1] execed
[1] executiveeducation

Top Hashtags in Tweet in G4:
[4] excellence
[1] emba
[1] execed

Top Hashtags in Tweet in G5:
[54] execed
[6] leadership
[3] communication
[2] marketing
[1] business
[1] operations
[1] strategy
[1] human
[1] technology
[1] finance

Top Hashtags in Tweet in G6:
[4] execed
[4] blockchain
[1] miraribarrena
[1] alastriablockchainecosystem
[1] dlt

Top Hashtags in Tweet in G7:
[5] professional
[5] executive
[4] leaders
[2] leadership
[2] execed
[1] team
[1] talentdevelopment
[1] returnonlearning
[1] landd
[1] hrd

Top Hashtags in Tweet in G8:
[7] execed
[2] mba
[2] digitalreadiness
[2] leadership
[2] transformation
[2] tribal
[1] georgetown
[1] mcdonough
[1] masonnation
[1] coaching

Top Hashtags in Tweet in G9:
[4] freight
[4] transportation
[4] logistics
[2] nutc
[2] execed
[2] professionaldevelopment
[2] learn

Top Hashtags in Tweet in G10:
[5] execed
[4] formpro
[2] startup
[2] innovation
[2] development
[2] talent
[1] profession
[1] startups

Top Words
Top Words in Tweet in Entire Graph:
[142] Words in Sentiment List#1: Positive
[11] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2215] Non-categorized Words
[2368] Total Words
[101] execed
[44] course
[38] leadership
[33] executive
[31] great

Top Words in Tweet in G1:
[8] ashridge
[6] execed
[5] ashridge_biz
[4] ef
[4] engagement
[4] around
[4] people
[3] take
[3] walk
[3] headquarters

Top Words in Tweet in G2:
[13] ieseg
[8] executive
[7] program
[6] luiss
[6] business
[6] school
[6] familybusiness
[6] management
[5] partners
[5] italy

Top Words in Tweet in G3:
[5] leadership
[4] very
[4] much
[4] looking
[4] forward
[4] reunited
[4] alaudaquartet
[4] vylarollins
[4] another
[4] program

Top Words in Tweet in G4:
[5] des
[4] excellence
[4] l'
[4] executive
[4] mba
[4] audencia_execed
[4] est
[4] jugé
[4] comme
[4] l'une

Top Words in Tweet in G5:
[54] execed
[37] course
[24] leadership
[22] business
[22] school
[19] great
[18] improve
[18] skills
[18] w
[17] new

Top Words in Tweet in G6:
[7] alastria_
[4] joins
[4] forces
[4] w
[4] deustodbs
[4] execed
[4] seminar
[4] '
[4] blockchain'
[4] disrupting

Top Words in Tweet in G7:
[12] lead
[6] mba_sprint
[6] 2019
[6] wait
[6] ready
[5] best
[5] professional
[5] year
[5] register
[5] executive

Top Words in Tweet in G8:
[7] execed
[3] leadership
[3] mba
[3] transformation
[2] online
[2] course
[2] curriculum
[2] rip
[2] digitalreadiness
[2] tribal

Top Words in Tweet in G9:
[5] expand
[5] professional
[5] network
[5] knowledge
[5] w
[5] infonutc's
[5] executive
[4] freight
[4] transportation
[4] logistics

Top Words in Tweet in G10:
[5] execed
[4] formpro
[4] development
[3] thjeanjean
[2] msc
[2] hospitality
[2] management
[2] design
[2] thinking
[2] lean

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] execed,course
[20] new,execed
[19] great,execed
[18] skills,w
[15] business,school
[12] executive,education
[8] execed,leadership
[6] luiss,business
[6] wait,lead
[6] lead,ready

Top Word Pairs in Tweet in G1:
[3] take,walk
[3] walk,around
[3] around,headquarters
[3] headquarters,ashridge
[3] ashridge,hult
[3] hult,executive
[3] executive,education
[3] education,stumble
[3] stumble,upon
[3] upon,group

Top Word Pairs in Tweet in G2:
[6] luiss,business
[6] business,school
[5] ieseg,partners
[5] partners,luiss
[5] school,italy
[5] italy,familybusiness
[5] familybusiness,management
[5] management,executive
[5] executive,education
[5] education,program

Top Word Pairs in Tweet in G3:
[4] very,much
[4] much,looking
[4] looking,forward
[4] forward,reunited
[4] reunited,alaudaquartet
[4] alaudaquartet,vylarollins
[4] vylarollins,another
[4] another,leadership
[4] leadership,program
[3] bernhardkerres,very

Top Word Pairs in Tweet in G4:
[4] excellence,l'
[4] l',executive
[4] executive,mba
[4] mba,audencia_execed
[4] audencia_execed,est
[4] est,jugé
[4] jugé,comme
[4] comme,l'une
[4] l'une,des
[4] des,4

Top Word Pairs in Tweet in G5:
[19] great,execed
[19] execed,course
[18] skills,w
[17] new,execed
[9] business,school
[6] execed,leadership
[6] leadership,course
[5] improve,leadership
[5] leadership,skills
[5] school,business

Top Word Pairs in Tweet in G6:
[4] alastria_,joins
[4] joins,forces
[4] forces,w
[4] w,deustodbs
[4] deustodbs,execed
[4] execed,seminar
[4] seminar,'
[4] ',blockchain'
[4] blockchain',disrupting
[4] disrupting,value

Top Word Pairs in Tweet in G7:
[6] wait,lead
[6] lead,ready
[6] ready,lead
[5] 2019,best
[5] best,professional
[5] professional,year
[5] year,wait
[5] lead,register
[5] register,executive
[4] mba_sprint,2019

Top Word Pairs in Tweet in G8:
[2] mba,rip
[2] rip,digitalreadiness
[2] digitalreadiness,leadership
[2] leadership,execed
[2] execed,transformation
[2] transformation,tribal

Top Word Pairs in Tweet in G9:
[5] expand,professional
[5] professional,network
[5] network,knowledge
[5] w,infonutc's
[4] knowledge,freight
[4] freight,transportation
[4] transportation,logistics
[4] logistics,20
[4] 20,22
[4] 22,w

Top Word Pairs in Tweet in G10:
[4] execed,formpro
[2] msc,hospitality
[2] hospitality,management
[2] management,execed
[2] design,thinking
[2] thinking,lean
[2] lean,startup
[2] startup,models
[2] models,broken
[2] broken,here

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mba_sprint
@infonutc
@ieseg
@ashridge_biz
@deustodbs
@drbtkaczykmba
@alaudaquartet
@vylarollins
@audencia_execed
@cu_sps_stratcom

Top Mentioned in G1:
@ashridge_biz
@forbes
@bbcnews
@guardian
@hrmagazine
@ef
@ef_solutions

Top Mentioned in G2:
@ieseg
@iesegnetwork
@iesegexecutive

Top Mentioned in G3:
@alaudaquartet
@vylarollins
@bernhardkerres
@lbs
@lbs_careers

Top Mentioned in G4:
@audencia_execed
@audencia
@forbes_fr
@ft

Top Mentioned in G5:
@execedcourses
@kelloggexeced
@unswagsm
@lsemanagement

Top Mentioned in G6:
@deustodbs
@alastria_

Top Mentioned in G7:
@mba_sprint
@drbtkaczykmba

Top Mentioned in G9:
@infonutc
@northwesternu

Top Mentioned in G10:
@thjeanjean

Top Tweeters
Top Tweeters in Entire Graph:
@jmlpyt
@guardian
@bbcnews
@ft
@forbes
@aldo_zaffalon
@marianneschro11
@harvardbiz
@robinheed
@serbianlinuks

Top Tweeters in G1:
@guardian
@bbcnews
@forbes
@hrmagazine
@ashridge_biz
@ef
@hult_biz
@naysanf
@ef_solutions
@jenpotten

Top Tweeters in G2:
@ieseg
@luissbusiness
@otedelgado
@studyatieseg
@iesegnetwork
@mariovitalem
@iesegexecutive

Top Tweeters in G3:
@marianneschro11
@lbs
@hellostage_
@bernhardkerres
@lbs_careers
@vylarollins
@alaudaquartet

Top Tweeters in G4:
@ft
@frankdormont
@audencia
@forbes_fr
@audencia_execed
@narnaudaudencia
@axelle_chevy

Top Tweeters in G5:
@aldo_zaffalon
@robinheed
@execedcourses
@unswagsm
@lsemanagement
@kelloggexeced

Top Tweeters in G6:
@mgg_2012
@mgarciamenendez
@deustodbs
@gobernanzadeti
@alastria_

Top Tweeters in G7:
@drbtkaczykmba
@asikorskab
@energizersllc
@jamesjimmyjimuk
@mba_sprint

Top Tweeters in G8:
@ademccormack
@pdxnicolle
@sbailey1
@nyusternexeced
@rajeswariramana

Top Tweeters in G9:
@northwesternu
@just_joan
@infonutc
@nul_transport

Top Tweeters in G10:
@jmlpyt
@serbianlinuks
@valerie_loison
@thjeanjean


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