#ExecEd, Twitter, 8/24/2019 6:11:44 PM, 207626


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#ExecEd_2019-08-23_06-10-54.xlsx
#ExecEd_2019-08-23_06-10-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 24, 2019
Short Description:
#ExecEd via NodeXL http://bit.ly/2ZfdjEm
@execedcourses
@ieexeceducation
@ashridge_biz
@whartoncai
@thjeanjean
@lydie_2lorraine
@wharton
@stanfordcorpgov
@uniconexed
@bayfield_sonia

Top hashtags:
#execed
#formpro
#leadership
#ieexecutiveeducation
#technology

Description:
Description
The graph represents a network of 54 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 Friday, 23 August 2019 at 13:10 UTC.

The requested start date was Thursday, 22 August 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, 13-minute period from Thursday, 08 August 2019 at 01:10 UTC to Wednesday, 21 August 2019 at 17:24 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 : 54
Unique Edges : 47
Edges With Duplicates : 65
Total Edges : 112
Number of Edge Types : 2
Mentions : 53
Tweet : 59
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.0465116279069767
Reciprocated Edge Ratio : 0.0888888888888889
Connected Components : 14
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 14
Maximum Edges in a Connected Component : 58
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.486486
Graph Density : 0.0157232704402516
Modularity : 0.400789
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://www.lesechos.fr/economie-france/social/le-gouvernement-va-faire-la-publicite-du-compte-personnel-de-formation-1124068
[3] https://www.gsb.stanford.edu/exec-ed/programs/directors-consortium
[3] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/PNr4iq
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/HJcZwb
[2] https://solutions.lesechos.fr/equipe-management/c/ia-travail-en-pleine-mutation-17957/
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/ookiSO
[2] https://twitter.com/HarvardNPLI/status/1160244418110218242
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/4Vygqh
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/URbKIo
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/U91o7G

Top URLs in Tweet in G1:
[3] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/PNr4iq
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/4Vygqh
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/ookiSO
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/HJcZwb
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/URbKIo
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/6PVWA1
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/z4A5NN
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/a3g72o
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/6pTZ5M
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/5Wm7Or

Top URLs in Tweet in G2:
[1] https://www.ie.edu/insights/articles/communication-substance-and-form/
[1] https://www.ie.edu/insights/articles/strategies-from-words-to-deeds-thanks-to-pmos/
[1] https://www.ie.edu/insights/articles/transformation-with-purpose-through-striving-and-stretching/

Top URLs in Tweet in G3:
[1] https://executiveeducation.wharton.upenn.edu/for-individuals/all-programs/customer-analytics-for-growth-using-machine-learning-ai-and-big-data/?utm_source=wcai&utm_medium=display&utm_content=baev&utm_campaign=wcaide20baev

Top URLs in Tweet in G4:
[3] https://www.lesechos.fr/economie-france/social/le-gouvernement-va-faire-la-publicite-du-compte-personnel-de-formation-1124068
[2] https://solutions.lesechos.fr/equipe-management/c/ia-travail-en-pleine-mutation-17957/
[1] https://www.parlonsrh.com/comment-les-francais-percoivent-ils-la-formation-en-2019/
[1] https://app.amazingcontent.io/best-content/monthly/ThJeanjean/2019/july

Top URLs in Tweet in G5:
[1] https://www.hult.edu/en/executive-education/events/speaking-truth-london-17-sept/?utm_source=twitter&utm_medium=social&utm_campaign=organicsocialtwitter&utm_content=ash_ev_190917_speakingtruth
[1] https://www.hult.edu/en/executive-education/insights/new-speaking-truth-to-power/?utm_source=twitter&utm_medium=social&utm_campaign=organicsocialtwitter&utm_content=speakingtruth_research
[1] https://www.hult.edu/en/executive-education/events/?utm_source=twitter&utm_medium=social&utm_campaign=organicsocialtwitter&utm_content=generic_events

Top URLs in Tweet in G6:
[1] https://www.smu.ca/academics/sobey/for-business-training-and-development.html?utm_source=Twitter&utm_medium=social&utm_campaign=execed&utm_content=BVad
[1] https://www.entrepreneur.com/article/337275
[1] https://www.youtube.com/watch?v=67Ng11IM2a4

[1] https://business.lesechos.fr/directions-financieres/metier-et-carriere/parcours/0601512264403-la-formation-a-suivre-le-master-management-immobilier-de-l-essec-331075.php#xtor=CS1-35

Top URLs in Tweet in G7:
[1] https://www.uniconexed.org/members/university-usc-marshall/?utm_source=twitter&utm_medium=sasocial&utm_campaign=unicon
[1] https://www.uniconexed.org/2019-leadership-academy-application/?utm_source=twitter&utm_medium=sasocial&utm_campaign=unicon

Top URLs in Tweet in G8:
[3] https://www.gsb.stanford.edu/exec-ed/programs/directors-consortium

Top URLs in Tweet in G10:
[1] https://www.ieseg.fr/news/entretien-directrices-deux-formations-diplomantes/

Top Domains
Top Domains in Tweet in Entire Graph:
[58] po.st
[6] lesechos.fr
[3] ie.edu
[3] stanford.edu
[3] hult.edu
[2] uniconexed.org
[2] twitter.com
[1] ieseg.fr
[1] youtube.com
[1] amazingcontent.io

Top Domains in Tweet in G1:
[58] po.st

Top Domains in Tweet in G2:
[3] ie.edu

Top Domains in Tweet in G3:
[1] upenn.edu

Top Domains in Tweet in G4:
[5] lesechos.fr
[1] parlonsrh.com
[1] amazingcontent.io

Top Domains in Tweet in G5:
[3] hult.edu

Top Domains in Tweet in G6:
[1] smu.ca
[1] entrepreneur.com
[1] youtube.com
[1] lesechos.fr

Top Domains in Tweet in G7:
[2] uniconexed.org

Top Domains in Tweet in G8:
[3] stanford.edu

Top Domains in Tweet in G10:
[1] ieseg.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[89] execed
[7] formpro
[6] leadership
[6] ieexecutiveeducation
[5] technology
[4] consumerdata
[3] women
[3] digital
[3] management
[3] corpgov



Top Hashtags in Tweet in G1:
[58] execed
[6] leadership
[5] technology
[3] women
[2] management
[2] finance
[2] healthcare
[1] operations
[1] business
[1] project

Top Hashtags in Tweet in G2:
[6] ieexecutiveeducation
[6] execed
[1] digitaltransformation
[1] communication
[1] management
[1] blockchain
[1] challenges
[1] viabilidad
[1] rentabilidad

Top Hashtags in Tweet in G3:
[4] consumerdata
[1] execed

Top Hashtags in Tweet in G4:
[8] execed
[7] formpro
[2] intelligenceartificielle
[2] innovation
[2] digital
[1] formationprofessionnelle

Top Hashtags in Tweet in G5:
[3] execed
[2] newresearch
[2] speakingtruth
[1] downloadnow
[1] events
[1] alwayslearning
[1] development
[1] progression
[1] globalbusiness

Top Hashtags in Tweet in G6:
[4] execed
[1] professionaldevelopment
[1] networking
[1] events
[1] alwayslearning
[1] development
[1] progression
[1] globalbusiness
[1] essec
[1] mmi

Top Hashtags in Tweet in G7:
[2] execed
[2] unicon
[1] uniconmemberspotlight

Top Hashtags in Tweet in G8:
[3] corpgov
[3] execed

Top Hashtags in Tweet in G9:
[1] realestae
[1] cre
[1] financialmodelling
[1] courses
[1] execed

Top Hashtags in Tweet in G10:
[1] execed
[1] businessdevelopment
[1] marketing
[1] digital

Top Words
Top Words in Tweet in Entire Graph:
[77] Words in Sentiment List#1: Positive
[14] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1662] Non-categorized Words
[1753] Total Words
[89] #execed
[48] course
[35] management
[25] school
[24] great

Top Words in Tweet in G1:
[58] #execed
[46] course
[29] management
[24] school
[23] new
[23] great
[16] business
[13] leadership
[12] improve
[12] skills

Top Words in Tweet in G2:
[7] ieexeceducation
[6] #ieexecutiveeducation
[6] #execed
[5] management
[4] small
[4] medium
[4] sized
[4] enterprises
[4] overcome
[4] challenge

Top Words in Tweet in G3:
[4] organization
[4] overwhelmed
[4] #consumerdata
[4] t
[4] find
[4] customers
[4] make
[4] sense
[4] wharton
[3] whartoncai

Top Words in Tweet in G4:
[8] #execed
[7] #formpro
[5] thjeanjean
[5] cc
[5] formation
[4] essec
[4] et
[3] l'appli
[3] compte
[3] personnel

Top Words in Tweet in G5:
[5] megan
[5] reitz
[4] ashridge_biz
[3] book
[3] place
[3] today
[3] join
[3] free
[3] powerful
[3] morning

Top Words in Tweet in G6:
[4] #execed
[2] network
[2] emba

Top Words in Tweet in G7:
[3] development
[3] leadership
[2] #execed
[2] experience
[2] programs
[2] based
[2] designed
[2] here
[2] applications
[2] open

Top Words in Tweet in G8:
[3] stanford
[3] directors
[3] consortium
[3] march
[3] 16
[3] 20
[3] 2020
[3] learn
[3] leading
[3] edge

Top Words in Tweet in G9:
[2] real
[2] estate
[2] analyst
[2] course
[2] runs
[2] monthly
[2] basis
[2] attend
[2] courses
[2] please

Top Words in Tweet in G10:
[4] des
[4] deux
[3] l
[2] découvrez
[2] entretien
[2] directrices
[2] académiques
[2] formations
[2] diplômantes
[2] pour

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] new,#execed
[23] great,#execed
[23] #execed,course
[12] skills,w
[10] school,management
[9] school,business
[8] project,management
[6] #execed,leadership
[6] leadership,course
[6] #execed,#formpro

Top Word Pairs in Tweet in G1:
[23] new,#execed
[23] great,#execed
[23] #execed,course
[12] skills,w
[10] school,management
[8] school,business
[6] project,management
[6] #execed,leadership
[6] leadership,course
[5] management,#technology

Top Word Pairs in Tweet in G2:
[6] #ieexecutiveeducation,#execed
[4] small,medium
[4] medium,sized
[4] sized,enterprises
[4] enterprises,overcome
[4] overcome,challenge
[4] challenge,digital
[4] digital,transformation
[4] transformation,change
[4] change,strategy

Top Word Pairs in Tweet in G3:
[4] organization,overwhelmed
[4] overwhelmed,#consumerdata
[4] #consumerdata,t
[4] t,find
[4] find,customers
[4] customers,make
[4] make,sense
[4] sense,wharton
[3] whartoncai,organization

Top Word Pairs in Tweet in G4:
[6] #execed,#formpro
[5] #formpro,cc
[4] cc,essec
[3] l'appli,compte
[3] compte,personnel
[3] personnel,formation
[3] formation,devrait
[3] devrait,sortir
[3] sortir,à
[3] à,l'automne

Top Word Pairs in Tweet in G5:
[5] megan,reitz
[3] book,place
[3] place,today
[3] today,join
[3] join,megan
[3] reitz,free
[3] free,powerful
[3] powerful,morning
[3] morning,seminar
[3] seminar,london

Top Word Pairs in Tweet in G7:
[2] applications,open
[2] open,4th
[2] 4th,class
[2] class,#unicon
[2] #unicon,leadership
[2] leadership,academy
[2] academy,eight
[2] eight,month
[2] month,development
[2] development,program

Top Word Pairs in Tweet in G8:
[3] stanford,directors
[3] directors,consortium
[3] consortium,march
[3] march,16
[3] 16,20
[3] 20,2020
[3] 2020,learn
[3] learn,leading
[3] leading,edge
[3] edge,strategies

Top Word Pairs in Tweet in G9:
[2] real,estate
[2] estate,analyst
[2] analyst,course
[2] course,runs
[2] runs,monthly
[2] monthly,basis
[2] basis,attend
[2] attend,courses
[2] courses,please
[2] please,check

Top Word Pairs in Tweet in G10:
[4] des,deux
[2] découvrez,l
[2] l,entretien
[2] entretien,des
[2] deux,directrices
[2] directrices,académiques
[2] académiques,des
[2] deux,formations
[2] formations,diplômantes
[2] diplômantes,pour

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ieexeceducation
@execedcourses
@thjeanjean
@ashridge_biz
@essec
@wharton
@whartoncai
@columbiaexeced
@thegcsp
@stanfordcorpgov

Top Mentioned in G1:
@execedcourses
@thegcsp
@columbiaexeced
@ddm
@ucberkeleyext
@dardenexeced
@harvardchanecpe
@www
@nyusternexeced
@kelloggexeced

Top Mentioned in G2:
@ieexeceducation

Top Mentioned in G3:
@wharton
@whartoncai
@iyengar_raghu

Top Mentioned in G4:
@thjeanjean
@essec
@ess

Top Mentioned in G5:
@ashridge_biz

Top Mentioned in G7:
@uscmarshall
@uniconexed

Top Mentioned in G8:
@stanfordcorpgov

Top Mentioned in G9:
@bayfield_sonia
@bayfieldtrain

Top Mentioned in G10:
@candidatsieseg
@ieseg

Top Tweeters
Top Tweeters in Entire Graph:
@nicochan33
@leaderrepeater
@corpgovuk
@lydie_2lorraine
@excellencia_ltd
@essec
@entmagazineme
@tracy19671
@gennever_
@digitaltransf11

Top Tweeters in G1:
@nicochan33
@digitaltransf11
@execedcourses
@mba_buddy
@harvardchanecpe
@thegcsp
@kelloggexeced
@columbiaexeced
@ucberkeleyext
@henryzino22

Top Tweeters in G2:
@pivotcloud
@ieexeceducation
@frsardina
@tripgiu5
@robertotorena
@lnhuka
@peter_t_bryant

Top Tweeters in G3:
@wharton
@warrencntrpenn
@whartoncai
@valerieblassey
@iyengar_raghu
@maryepurk

Top Tweeters in G4:
@lydie_2lorraine
@essec
@gennever_
@ess
@thjeanjean

Top Tweeters in G5:
@thinkers50
@ashridge_biz
@hult_business
@claraday13
@julia_parnaby

Top Tweeters in G6:
@entmagazineme
@tracy19671
@sobeyschool_smu
@sonia_lakehal

Top Tweeters in G7:
@uscmarshall
@cameliailie
@uniconexed

Top Tweeters in G8:
@corpgovuk
@excellencia_ltd
@stanfordcorpgov

Top Tweeters in G9:
@bayfieldtrain
@bayfield_sonia
@bayfield_kendal

Top Tweeters in G10:
@ieseg
@candidatsieseg