#ExecEd, Twitter, 3/14/2019 5:18:39 PM, 190383


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#ExecEd_2019-03-14_10-16-52.xlsx
#ExecEd_2019-03-14_10-16-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Short Description:
#ExecEd via NodeXL http://bit.ly/2FcNfwT
@ashridge_biz
@execedcourses
@audencia
@bernhardkerres
@prfitzsimmons
@oneill_indy
@audencia_execed
@mccourtexeced
@infonutc
@edhecmanagement

Top hashtags:
#execed
#leadership
#management
#executive
#leaders
#development

Description:
Description
The graph represents a network of 74 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, 14 March 2019 at 17:16 UTC.

The requested start date was Thursday, 14 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, 6-hour, 46-minute period from Thursday, 28 February 2019 at 13:15 UTC to Wednesday, 13 March 2019 at 20:02 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 : 74
Unique Edges : 81
Edges With Duplicates : 63
Total Edges : 144
Number of Edge Types : 3
Mentions : 76
Tweet : 67
Replies to : 1
Self-Loops : 67
Reciprocated Vertex Pair Ratio : 0.0428571428571429
Reciprocated Edge Ratio : 0.0821917808219178
Connected Components : 23
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 12
Maximum Edges in a Connected Component : 53
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.283582
Graph Density : 0.0135135135135135
Modularity : 0.507029
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://www.hult.edu/en/executive-education/programs/?utm_source=twitter&utm_medium=social&utm_campaign=organicsocialtwitter&utm_content=q2whitetopvid4_tw_lw250219_uk
[2] https://www.transportation.northwestern.edu/education/executive-education/
[2] https://www.youtube.com/watch?v=Pe-JGPh_hhs

[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/DdWrCf
[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
[2] https://lnkd.in/gXjUf34
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/ZW9d0O
[2] 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

Top URLs in Tweet in G1:
[3] https://www.hult.edu/en/executive-education/programs/?utm_source=twitter&utm_medium=social&utm_campaign=organicsocialtwitter&utm_content=q2whitetopvid4_tw_lw250219_uk
[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://www.hult.edu/en/executive-education/programs/management/senior-executive/?utm_source=twitter&utm_medium=social&utm_campaign=organicsocialtwitter&utm_content=productpromo_sep_twitter
[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/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/programs/leadership/world-class-mentoring/
[1] https://twitter.com/Ashridge_Biz/status/1105048247389818880

Top URLs in Tweet in G3:
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/ZW9d0O
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/Y5z4Wg
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/DdWrCf
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/cJdkVv
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/8NgQ5f
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/Xx3cBC
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/JknKp3
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/Lv5Del
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/u5FBs3
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/oVRzhx

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

Top URLs in Tweet in G5:
[1] https://connect.darden.virginia.edu/l/492531/2019-03-05/3gsf1f
[1] https://vimeo.com/316988814
[1] https://lnkd.in/eR-h4RK
[1] https://www.dri.guide/courses/dx-accelerator/lectures/5735111/?utm_campaign=meetedgar&utm_medium=social&utm_source=Twitter
[1] https://www.coursera.org/learn/ai-for-everyone
[1] https://twitter.com/HarvardBizAn/status/1072539163109584899
[1] https://twitter.com/MasonExecEd/status/1105448221860642816

Top URLs in Tweet in G6:
[1] https://www.mbasprint.com/faculty
[1] https://www.mbasprint.com

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=Pe-JGPh_hhs

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

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

Top Domains
Top Domains in Tweet in Entire Graph:
[53] po.st
[8] hult.edu
[4] twitter.com
[3] lnkd.in
[2] northwestern.edu
[2] mbasprint.com
[2] youtube.com
[2] hbr.org
[2] medium.com
[2] rutgers.edu

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

Top Domains in Tweet in G3:
[53] po.st

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

Top Domains in Tweet in G5:
[2] twitter.com
[1] virginia.edu
[1] vimeo.com
[1] lnkd.in
[1] dri.guide
[1] coursera.org

Top Domains in Tweet in G6:
[2] mbasprint.com

Top Domains in Tweet in G7:
[2] youtube.com
[1] ieseg.fr

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[90] execed
[18] leadership
[6] management
[5] executive
[4] leaders
[4] development
[4] ashridge
[4] excellence
[3] professional
[3] ieseg



Top Hashtags in Tweet in G1:
[7] execed
[2] executiveeducation
[2] ashridge
[2] research
[1] stockholm
[1] ef
[1] businessschool
[1] strategicthinking
[1] engagement
[1] carabaocupfinal

Top Hashtags in Tweet in G2:
[1] leadership
[1] management
[1] music
[1] classicalmusic
[1] teaching
[1] execed
[1] executiveeducation

Top Hashtags in Tweet in G3:
[53] execed
[11] leadership
[3] management
[2] business
[1] operations
[1] communication
[1] entrepreneurship

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

Top Hashtags in Tweet in G5:
[8] execed
[2] mba
[1] mba101
[1] georgetown
[1] mcdonough
[1] digitalreadiness
[1] leadership
[1] transformation
[1] tribal
[1] masonnation

Top Hashtags in Tweet in G6:
[4] leaders
[3] professional
[3] executive
[2] leadership
[2] execed
[1] team
[1] talentdevelopment
[1] returnonlearning
[1] landd
[1] hrd

Top Hashtags in Tweet in G7:
[3] ieseg
[2] iesegexperience
[2] execed
[2] executive
[1] luiss
[1] familybusiness
[1] mccain
[1] management
[1] leadership
[1] transformation

Top Hashtags in Tweet in G8:
[1] execed
[1] leadershipmatters

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

Top Hashtags in Tweet in G10:
[1] aspa2019
[1] execed

Top Words
Top Words in Tweet in Entire Graph:
[111] Words in Sentiment List#1: Positive
[10] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1818] Non-categorized Words
[1939] Total Words
[90] execed
[42] course
[38] leadership
[29] business
[27] executive

Top Words in Tweet in G1:
[10] ashridge
[8] ashridge_biz
[7] executive
[7] execed
[6] education
[5] build
[5] learn
[4] team
[4] more
[4] around

Top Words in Tweet in G2:
[4] leadership
[3] very
[3] much
[3] looking
[3] forward
[3] reunited
[3] alaudaquartet
[3] vylarollins
[3] another
[3] program

Top Words in Tweet in G3:
[53] execed
[37] course
[27] leadership
[24] business
[21] school
[19] great
[19] management
[17] new
[17] improve
[17] skills

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:
[8] execed
[3] mba
[2] program
[2] 2
[2] weeks
[2] unique
[2] transformation
[2] leadership
[2] online
[2] curriculum

Top Words in Tweet in G6:
[8] lead
[5] day
[4] mba_sprint
[4] 2019
[4] wait
[4] ready
[4] drbtkaczykmba
[4] finite
[4] hours
[4] great

Top Words in Tweet in G7:
[4] ieseg
[3] executive
[3] mccain
[2] iesegexperience
[2] execed
[2] leader
[2] program
[2] co
[2] designed
[2] built

Top Words in Tweet in G8:
[2] kicking
[2] first
[2] public
[2] management
[2] certificate
[2] cohort
[2] philadelphia
[2] today
[2] great
[2] partnership

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] execed,course
[19] great,execed
[19] new,execed
[17] skills,w
[11] business,school
[7] executive,education
[6] execed,leadership
[6] improve,leadership
[6] leadership,skills
[5] executive,program

Top Word Pairs in Tweet in G1:
[6] executive,education
[3] build,rocking
[3] rocking,team
[3] team,explore
[3] explore,programs
[3] programs,learn
[3] learn,more
[3] more,ashridge
[3] ashridge,executive
[3] take,walk

Top Word Pairs in Tweet in G2:
[3] very,much
[3] much,looking
[3] looking,forward
[3] forward,reunited
[3] reunited,alaudaquartet
[3] alaudaquartet,vylarollins
[3] vylarollins,another
[3] another,leadership
[3] leadership,program
[2] bernhardkerres,very

Top Word Pairs in Tweet in G3:
[19] great,execed
[19] execed,course
[17] new,execed
[17] skills,w
[9] business,school
[6] improve,leadership
[6] leadership,skills
[5] business,analytics
[5] college,business
[5] execed,leadership

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 G6:
[4] wait,lead
[4] lead,ready
[4] ready,lead
[4] finite,hours
[4] hours,day
[4] day,great
[4] great,leaders
[4] leaders,know
[4] know,spend
[4] spend,time

Top Word Pairs in Tweet in G7:
[2] iesegexperience,execed
[2] leader,mccain
[2] mccain,executive
[2] executive,program
[2] program,co
[2] co,designed
[2] designed,built
[2] built,ieseg
[2] ieseg,iesegnetwork
[2] iesegnetwork,iesegexecutive

Top Word Pairs in Tweet in G8:
[2] kicking,first
[2] first,public
[2] public,management
[2] management,certificate
[2] certificate,cohort
[2] cohort,philadelphia
[2] philadelphia,today
[2] today,great
[2] great,partnership
[2] partnership,nswc_philly

Top Word Pairs in Tweet in G9:
[4] expand,professional
[4] professional,network
[4] network,knowledge
[4] w,infonutc's
[3] knowledge,freight
[3] freight,transportation
[3] transportation,logistics
[3] logistics,20
[3] 20,22
[3] 22,w

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

Top Replied-To in G10:
@joebiden

Top Mentioned
Top Mentioned in Entire Graph:
@ashridge_biz
@infonutc
@mba_sprint
@drbtkaczykmba
@audencia_execed
@alaudaquartet
@vylarollins
@execedcourses
@audencia
@iesegnetwork

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

Top Mentioned in G2:
@alaudaquartet
@vylarollins
@bernhardkerres
@lbs
@lbs_careers

Top Mentioned in G3:
@execedcourses
@esmtberlin
@kelloggexeced
@unswagsm
@lsemanagement

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

Top Mentioned in G6:
@mba_sprint
@drbtkaczykmba

Top Mentioned in G7:
@iesegnetwork
@iesegexecutive
@ieseg

Top Mentioned in G8:
@nswc_philly
@johnsonsmj3
@on
@oneill_indy

Top Mentioned in G9:
@infonutc
@northwesternu

Top Mentioned in G10:
@aspanational

Top Tweeters
Top Tweeters in Entire Graph:
@guardian
@bbcnews
@ft
@forbes
@aldo_zaffalon
@marianneschro11
@harvardbiz
@frankdormont
@wharton
@lbs

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

Top Tweeters in G2:
@marianneschro11
@lbs
@hellostage_
@bernhardkerres
@lbs_careers
@vylarollins
@alaudaquartet

Top Tweeters in G3:
@aldo_zaffalon
@execedcourses
@esmtberlin
@mba_buddy
@unswagsm
@lsemanagement
@kelloggexeced

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

Top Tweeters in G5:
@ademccormack
@pdxnicolle
@cambridgeexeced
@sbailey1
@sfumba
@dardenexeced
@rajeswariramana

Top Tweeters in G6:
@drbtkaczykmba
@energizersllc
@jamesjimmyjimuk
@mba_sprint

Top Tweeters in G7:
@ieseg
@studyatieseg
@iesegnetwork
@iesegexecutive

Top Tweeters in G8:
@oneill_indy
@johnsonsmj3
@on
@nswc_philly

Top Tweeters in G9:
@northwesternu
@just_joan
@infonutc

Top Tweeters in G10:
@aspanational
@joebiden
@mccourtexeced