#ExecEd, Twitter, 8/16/2019 2:45:39 PM, 207034


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#ExecEd_2019-08-16_03-47-07.xlsx
#ExecEd_2019-08-16_03-47-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 16, 2019
Short Description:
#ExecEd via NodeXL http://bit.ly/2N9hWby
@execedcourses
@ashridge_biz
@dandrewschmidt
@entmagazineme
@audubai
@wissamyounane
@whartoncai
@essec
@wharton
@tripgiu5

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

Description:
Description
The graph represents a network of 47 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, 16 August 2019 at 10:47 UTC.

The requested start date was Wednesday, 14 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, 1-hour, 7-minute period from Wednesday, 31 July 2019 at 20:03 UTC to Tuesday, 13 August 2019 at 21:11 UTC.

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 : 47
Unique Edges : 77
Edges With Duplicates : 60
Total Edges : 137
Number of Edge Types : 2
Mentions : 83
Tweet : 54
Self-Loops : 54
Reciprocated Vertex Pair Ratio : 0.0985915492957746
Reciprocated Edge Ratio : 0.179487179487179
Connected Components : 9
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 14
Maximum Edges in a Connected Component : 57
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.474388
Graph Density : 0.0360777058279371
Modularity : 0.433228
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/PNr4iq
[3] https://www.mckinsey.com/business-functions/organization/our-insights/five-fifty-lost-in-translation
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/HJcZwb
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/4Vygqh
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/90436v
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/wDPara
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/zb5T2F
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/5TJgj9
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/p29olp
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/ILEEKv

Top URLs in Tweet in G1:
[5] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/PNr4iq
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/wDPara
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/90436v
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/4Vygqh
[2] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/HJcZwb
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/zb5T2F
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/OopEA3
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/FSAs4U
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/uSyVqI
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAka8Um6V2jAD7SYdZTjvhHbnYZ0lOA/odCeoy

Top URLs in Tweet in G2:
[1] https://www.entrepreneur.com/article/337275
[1] https://www.entrepreneur.com/article/337578

Top URLs in Tweet in G3:
[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 G4:
[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 G5:
[3] https://www.mckinsey.com/business-functions/organization/our-insights/five-fifty-lost-in-translation
[1] https://solutions.lesechos.fr/equipe-management/c/ia-travail-en-pleine-mutation-17957/
[1] https://app.amazingcontent.io/best-content/monthly/ThJeanjean/2019/july
[1] https://www.parlonsrh.com/comment-les-francais-percoivent-ils-la-formation-en-2019/

Top URLs in Tweet in G6:
[1] https://www.uniconexed.org/unicon-white-paper-exec-ed-framing-and-making-strategic-choices-saunders-ryan-2018/?utm_source=twitter&utm_medium=sasocial&utm_campaign=unicon
[1] https://www.uniconexed.org/resources/about-unicon/?utm_source=twitter&utm_medium=sasocial&utm_campaign=unicon
[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.linkedin.com/company/2661808/admin/
[1] https://twitter.com/HarvardNPLI/status/1160244418110218242

Top URLs in Tweet in G7:
[1] https://www.ie.edu/insights/articles/strategies-from-words-to-deeds-thanks-to-pmos/
[1] https://go.headspringexecutive.com/AIReport
[1] https://www.ie.edu/exponential-learning/blog/finance/los-5-aspectos-clave-de-las-finanzas-corporativas/?utm_source=Twitter&utm_medium=social&utm_campaign=60819-blogspot&utm_content=FinanzasCorporativas
[1] https://www.ie.edu/insights/articles/communication-substance-and-form/

Top Domains
Top Domains in Tweet in Entire Graph:
[57] po.st
[3] ie.edu
[3] mckinsey.com
[3] hult.edu
[2] uniconexed.org
[2] entrepreneur.com
[1] upenn.edu
[1] twitter.com
[1] headspringexecutive.com
[1] smu.ca

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

Top Domains in Tweet in G2:
[2] entrepreneur.com

Top Domains in Tweet in G3:
[3] hult.edu

Top Domains in Tweet in G4:
[1] upenn.edu

Top Domains in Tweet in G5:
[3] mckinsey.com
[1] lesechos.fr
[1] amazingcontent.io
[1] parlonsrh.com

Top Domains in Tweet in G6:
[2] uniconexed.org
[1] smu.ca
[1] linkedin.com
[1] twitter.com

Top Domains in Tweet in G7:
[3] ie.edu
[1] headspringexecutive.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[78] execed
[6] formpro
[5] leadership
[5] technology
[4] ieexecutiveeducation
[4] management
[3] consumerdata
[2] professionaldevelopment
[2] business
[1] healthcare



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

Top Hashtags in Tweet in G2:
[2] execed
[1] networking
[1] uae
[1] dubai

Top Hashtags in Tweet in G3:
[3] execed
[1] newresearch
[1] downloadnow
[1] speakingtruth
[1] freeevents
[1] learning
[1] development
[1] booktoday

Top Hashtags in Tweet in G4:
[3] consumerdata
[1] execed

Top Hashtags in Tweet in G5:
[6] execed
[6] formpro
[1] intelligenceartificielle
[1] innovation
[1] digital
[1] formationprofessionnelle

Top Hashtags in Tweet in G6:
[5] execed
[2] professionaldevelopment
[1] unicon
[1] training
[1] leadershipdevelopment

Top Hashtags in Tweet in G7:
[4] ieexecutiveeducation
[4] execed
[1] management
[1] finanzascorporativas
[1] communication

Top Words
Top Words in Tweet in Entire Graph:
[76] Words in Sentiment List#1: Positive
[10] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1435] Non-categorized Words
[1521] Total Words
[78] #execed
[41] course
[26] management
[25] great
[25] entmagazineme

Top Words in Tweet in G1:
[57] #execed
[41] course
[24] management
[23] great
[19] school
[18] new
[16] improve
[16] skills
[16] w
[16] business

Top Words in Tweet in G2:
[25] entmagazineme
[13] dandrewschmidt
[13] president
[13] audubai
[13] wissamyounane
[13] ceo
[13] bnc
[13] publishing
[13] media
[13] house

Top Words in Tweet in G3:
[7] truth
[7] power
[7] newly
[7] released
[7] research
[7] megan
[7] reitz
[6] 'speaking
[6] work
[6] silence

Top Words in Tweet in G4:
[3] organization
[3] overwhelmed
[3] #consumerdata
[3] t
[3] find
[3] customers
[3] make
[3] sense
[3] wharton
[2] whartoncai

Top Words in Tweet in G5:
[6] #execed
[6] #formpro
[6] cc
[6] essec
[4] â
[3] business
[3] analytics
[3] lost
[3] translation
[2] s

Top Words in Tweet in G6:
[5] #execed
[3] executive
[2] read
[2] white
[2] paper
[2] education
[2] members
[2] great
[2] business
[2] #professionaldevelopment

Top Words in Tweet in G7:
[4] project
[4] #ieexecutiveeducation
[4] #execed
[3] between
[2] management
[2] offices
[2] work
[2] close
[2] gap
[2] planning

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] great,#execed
[23] #execed,course
[18] new,#execed
[16] skills,w
[13] dandrewschmidt,president
[13] president,audubai
[13] audubai,wissamyounane
[13] wissamyounane,ceo
[13] ceo,bnc
[13] bnc,publishing

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

Top Word Pairs in Tweet in G2:
[13] dandrewschmidt,president
[13] president,audubai
[13] audubai,wissamyounane
[13] wissamyounane,ceo
[13] ceo,bnc
[13] bnc,publishing
[13] publishing,media
[13] media,house
[13] house,behind
[13] behind,entmagazineme

Top Word Pairs in Tweet in G3:
[7] truth,power
[7] newly,released
[7] research,megan
[7] megan,reitz
[6] 'speaking,truth
[6] power,work
[6] work,silence
[6] silence,ourselves
[6] ourselves,others'
[6] others',newly

Top Word Pairs in Tweet in G4:
[3] organization,overwhelmed
[3] overwhelmed,#consumerdata
[3] #consumerdata,t
[3] t,find
[3] find,customers
[3] customers,make
[3] make,sense
[3] sense,wharton
[2] whartoncai,organization

Top Word Pairs in Tweet in G5:
[6] #formpro,cc
[6] cc,essec
[5] #execed,#formpro
[3] business,analytics
[3] analytics,lost
[3] lost,translation
[3] translation,â
[3] â,#execed
[2] big,data
[2] data,business

Top Word Pairs in Tweet in G6:
[2] white,paper
[2] executive,education

Top Word Pairs in Tweet in G7:
[4] #ieexecutiveeducation,#execed
[2] project,management
[2] management,offices
[2] offices,work
[2] work,close
[2] close,gap
[2] gap,between
[2] between,project
[2] project,planning
[2] planning,execution

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@entmagazineme
@dandrewschmidt
@audubai
@wissamyounane
@execedcourses
@essec
@ashridge_biz
@wharton
@kelloggexeced
@thegcsp

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

Top Mentioned in G2:
@entmagazineme
@dandrewschmidt
@audubai
@wissamyounane

Top Mentioned in G3:
@ashridge_biz

Top Mentioned in G4:
@wharton
@whartoncai
@iyengar_raghu

Top Mentioned in G5:
@essec
@thjeanjean

Top Mentioned in G7:
@ieexeceducation

Top Tweeters
Top Tweeters in Entire Graph:
@nicochan33
@bigdatabatman
@lt19uk
@technojederbig
@imanbenchaibah
@jeanetteimpia
@essec
@entmagazineme
@digitaltransf11
@wharton

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

Top Tweeters in G2:
@imanbenchaibah
@jeanetteimpia
@entmagazineme
@marketbuzzpr
@thisisaby
@traveljunkied
@wissamyounane
@audubai
@tashapupic
@odette_h

Top Tweeters in G3:
@lt19uk
@petegordon68
@talentadvisors
@ashridge_biz
@donny_rob
@julia_parnaby

Top Tweeters in G4:
@wharton
@warrencntrpenn
@whartoncai
@valerieblassey
@iyengar_raghu

Top Tweeters in G5:
@bigdatabatman
@essec
@esthete_detache
@thjeanjean

Top Tweeters in G6:
@sobeyschool_smu
@harvardnpli
@uniconexed

Top Tweeters in G7:
@ieexeceducation
@tripgiu5


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