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corpgov_2018-03-10_17-18-37.xlsx
corpgov_2018-03-10_17-18-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 11, 2018
Short Description:
corpgov via NodeXL http://bit.ly/2Fw01oW
@muzaffar1969
@mikequindazzi
@mpborman
@harvardcorpgov
@ifc_org
@standardethics
@dinamedland
@excellencia_ltd
@nodexl
@mastrangeloa

Top hashtags:
#corpgov
#boardofdirectors
#rpa
#ceo
#ai
#esg
#pwc
#leadership
#cfo
#iwd2018

Description:
Description
The graph represents a network of 1,593 Twitter users whose tweets in the requested range contained "corpgov", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 11 March 2018 at 01:19 UTC.

The requested start date was Sunday, 11 March 2018 at 01:01 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, 4-hour, 7-minute period from Sunday, 25 February 2018 at 05:11 UTC to Saturday, 10 March 2018 at 09:18 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 : 1593
Unique Edges : 2263
Edges With Duplicates : 2609
Total Edges : 4872
Self-Loops : 815
Reciprocated Vertex Pair Ratio : 0.0437739056523587
Reciprocated Edge Ratio : 0.0838762214983713
Connected Components : 170
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 1161
Maximum Edges in a Connected Component : 3280
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.894374
Graph Density : 0.000968432873722031
Modularity : 0.442569
NodeXL Version : 1.0.1.394

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] http://tweetedtimes.com/v/8663
[17] Party
[17] Risk
[14] https://ifcextapps.ifc.org/ifcext/pressroom/ifcpressroom.nsf/0/C8952A83224F2F078525824A005D2355?OpenDocument&CID=IFC_TT_IFC_EN_EXT
[13] Security
[13] 0.26
[11] https://corpgov.law.harvard.edu/2018/03/02/regulating-proxy-advisors-is-anticompetitive-counterproductive-and-possibly-unconstitutional/
[11] https://corpgov.law.harvard.edu/2018/02/24/key-trends-in-corporate-incidents/
[11] https://corpgov.law.harvard.edu/2018/02/25/stockholder-agreements/
[10] http://www.aravo.com/solutions/third-party-risk-management?utm_campaign=2_Anti-Bribery

Top URLs in Tweet in G1:
[19] http://tweetedtimes.com/v/8663
[9] https://www.dinamedland.me/board-talk/1bp89cct7my68elq9o15aiz9l6ufe7
[8] http://tweetedtimes.com/v/2018
[8] https://corpgov.law.harvard.edu/2018/02/25/stockholder-agreements/
[7] https://corpgov.law.harvard.edu/2018/03/08/investor-letter-to-ceos-the-strategic-investor-initiative/
[7] https://corpgov.law.harvard.edu/2018/03/02/regulating-proxy-advisors-is-anticompetitive-counterproductive-and-possibly-unconstitutional/
[6] https://corpgov.law.harvard.edu/2018/02/24/key-trends-in-corporate-incidents/
[6] https://corpgov.law.harvard.edu/2018/03/06/firm-level-decisions-in-response-to-the-crisis-shareholders-vs-other-stakeholders/
[6] https://www.governancematters.com.au/its-easier-to-be-busy-than-strategic/#more-4776
[5] https://www.businesswire.com/news/home/20180226006594/en

Top URLs in Tweet in G2:
[14] https://ifcextapps.ifc.org/ifcext/pressroom/ifcpressroom.nsf/0/C8952A83224F2F078525824A005D2355?OpenDocument&CID=IFC_TT_IFC_EN_EXT
[4] http://alejandramastrangelo.com/esg-lo-que-revela-la-edad-de-los-miembros-del-directorio/
[4] http://www.forbesindia.com/article/column/good-corpo-rate-governance-always-pays-off-vladislava-ryabota/49495/1
[3] https://www.youtube.com/user/CNVArgentina/feed
[2] http://toquedecampana2018.pagedemo.co/
[2] http://www.ifc.org/wps/wcm/connect/news_ext_content/ifc_external_corporate_site/news+and+events/news/in+sierra+leone,+focus+on+corporate+governance+helps+rebuild+economy?CID=IFC_TT_IFC_EN_EXT
[2] https://corpgov.law.harvard.edu/2018/02/24/key-trends-in-corporate-incidents/
[2] https://www.lavozdelafrontera.com.mx/analisis/gobierno-corporativo-y-empresas-familiares-1033916.html
[2] http://aidindia.co.in/women-on-board-a-strategic-advantage/
[2] https://es-us.vida-estilo.yahoo.com/mariela-dabbah-la-argentina-de-los-zapatos-rojos-234956111.html

Top URLs in Tweet in G3:
[6] https://www.rentadirector.com/blog/7-signs-of-an-effective-board-for-a-private-company
[6] https://www.youtube.com/watch?v=GnstqwcjR9k

[5] https://www.rentadirector.com/blog/the-one-question-every-director-and-executive-must-ask
[4] https://www.pwc.com/us/en/cfodirect/issues/governance/shareholder-questions-2018.html?elq_mid=10426&elq_cid=500841&utm_content=bufferdd08f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.entrepreneur.com/article/309423?utm_content=bufferc23c4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.cbinsights.com/research/us-cybersecurity-startup-map/?utm_term=0_9dc0513989-a52293c03f-87761301&utm_content=buffercd56e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://howmuch.net/articles/world-most-admired-companies-2018?utm_content=buffer409b4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.rentadirector.com/blog/through-the-looking-glass-key-indicators-that-can-alert-your-board-of-directors-to-potential-executive-smokescreens
[4] https://www.rentadirector.com/blog/5-Leadership-Qualities-Leading-to-Excellence
[4] https://www.rentadirector.com/blog/thought-leadership-riding-the-brain-waves

Top URLs in Tweet in G4:
[4] https://www.pwc.com/us/en/governance-insights-center/publications/assets/essential-emerging-technologies-corporate-boards.pdf?utm_content=buffer973ca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.pwc.ru/ru/publications/essential-emerging-technologies-internet-of-things.pdf?utm_content=buffer861bf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.pwc.com.au/publications/assets/rpa-risk-controls.pdf?utm_content=bufferbab45&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.pwc.com/it/it/services/robotic-process-automation/assets/docs/who-minds-robots.pdf?utm_content=bufferc387b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.pwc.com/us/en/risk-regulatory-consulting/assets/top-policy-trends-2018.pdf?utm_content=buffer1dbac&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://3blmedia.com/node/161446
[1] https://www.pwc.com/hu/hu/kiadvanyok/assets/pdf/waiting_until_the_eleventh_hour.pdf?utm_content=buffer53329&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://pwc.to/2Fbt7e6
[1] https://pwc.to/2Frx1zn
[1] https://www.pwc.co.uk/audit-assurance/assets/pdf/confidence-in-the-future-human-machine-collaboration.pdf?utm_content=buffer152f6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[5] https://www.pwc.com/m1/en/services/assurance/risk-assurance/digital-and-technology-risk.html?utm_content=buffere7ccd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://corpgov.law.harvard.edu/2018/02/25/sec-enforcement-priorities-in-the-trump-era/
[2] https://corpgov.law.harvard.edu/2018/02/25/stockholder-agreements/
[2] http://www.nedcommunity.com/Pages/Default.aspx
[2] https://corpgov.law.harvard.edu/2018/03/02/the-misuse-of-tobins-q/
[2] https://corpgov.law.harvard.edu/2018/03/02/regulating-proxy-advisors-is-anticompetitive-counterproductive-and-possibly-unconstitutional/
[2] http://www.macleans.ca/news/canada/un-canadas-national-housing-strategy-needs-human-rights-pillar/
[2] https://www.pwc.com/us/en/risk-regulatory-consulting/assets/top-policy-trends-2018.pdf?utm_content=buffer1dbac&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.proxypreview.org/
[2] https://www.pwc.ru/ru/publications/essential-emerging-technologies-internet-of-things.pdf?utm_content=buffer861bf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[5] https://newsletters.briefs.bloomberg.com/document/9ez2lrsx4i8z10390v2
[2] https://www.nikkei.com/article/DGXLASFL09HWT_Z00C18A3000000/
[2] https://www.protectalpine.com
[2] https://www.gmocorpgov.com/news-jpn
[2] https://home.pionline.com/clickshare/authenticateUserSubscription.do?CSProduct=pionline-sub&CSAuthReq=1:373676015769519:AID:BC4C3A09B0A99CF95C290EB66896B970&AID=/20180305/PRINT/180309912&title=Investors%20pushing%20harder%20for%20cybersecurity%20solution&CSTargetURL=http://www.pionline.com/article/20180305/PRINT/180309912/investors-pushing-harder-for-cybersecurity-solution
[2] https://twitter.com/equilarinc/status/971030181501575168
[2] http://www.georgeson.com/News/Georgeson-Report-022218.pdf
[2] http://www.reuters.com/investigates/special-report/usa-buybacks-pay/
[1] http://www.equilar.com/blogs/361-boards-will-reach-gender-parity-by-2048
[1] http://www.equilar.com/blogs/366-new-ge-directors-bring-an-impressive-network-to-the-board.html

Top URLs in Tweet in G7:
[9] https://www.ft.com/content/62caec56-1874-11e8-9e9c-25c814761640?segmentid=acee4131-99c2-09d3-a635-873e61754ec6
[5] https://hbr.org/2018/03/how-to-be-a-good-board-chair
[4] https://blogs.wsj.com/riskandcompliance/2018/03/02/companies-get-new-tools-to-fight-whistleblower-claims/
[3] http://marcrudov.com/Services/
[3] http://MarcRudov.com
[3] https://hbr.org/2016/04/research-vague-feedback-is-holding-women-back
[3] https://www.ft.com/content/87bed6b0-14bb-11e8-9e9c-25c814761640
[2] https://blogs.wsj.com/riskandcompliance/2018/02/05/europe-inches-toward-a-whistleblowers-law/
[2] https://hbr.org/2014/12/what-hr-can-do-to-fix-the-gender-pay-gap
[2] https://www.mckinsey.com/global-themes/gender-equality/still-looking-for-room-at-the-top-ten-years-of-research-on-women-in-the-workplace?cid=soc-web

Top URLs in Tweet in G8:
[3] http://www.standardethics.eu/plugins/ckeditor/plugins/file_manager/upload/files/Standard
[3] Ethics
[3] Calendar
[3] 1
[3] -
[3] 2018.pdf
[3] https://www.milanofinanza.it/news/puntare-sulla-sostenibilita-dalla-francia-una-strategia-per-i-fondi-pensione-italiani-201802272021463273
[2] http://www.standardethicsindices.eu/standard-ethics-german-index/constituents-en-german-index.html
[1] https://www.milanofinanza.it/mfconference/prossimi-eventi/sri-day-social-responsible-investment-seconda-sessione-201712211618579164
[1] https://www.responsible-investor.com/home/article/fid_glo/P0/?platform=hootsuite

Top URLs in Tweet in G9:
[4] https://ethicalboardroom.com/in-pursuit-of-effective-corporate-governance/
[4] https://www.ft.com/content/e8a7fcd0-17c8-11e8-9e9c-25c814761640
[2] https://ethicalboardroom.com/changing-times/
[2] https://ethicalboardroom.com/the-path-to-robust-non-financial-information/
[2] http://theconversation.com/very-few-women-oversee-us-companies-heres-how-to-change-that-91302?utm_source=twitter&utm_medium=twitterbutton
[2] https://www.ft.com/content/234350de-2141-11e8-9efc-0cd3483b8b80
[2] https://www.directorsandboards.com/articles/singlesexual-harassment-boards-can%E2%80%99t-be-silent
[1] https://ethicalboardroom.com/corporate-governance-codes-not-an-end-in-themselves/
[1] https://www.youtube.com/watch?v=SgqnFjIlA0c&feature=youtu.be

[1] https://thinkprogress.org/trump-ichan-steel-imports-cf7deb8beaf0/

Top URLs in Tweet in G10:
[3] https://www.grantthornton.co.uk/en/insights/are-you-doing-enough-to-improve-your-board-composition/
[2] https://www.icsa.org.uk/about-us/press-office/news-releases/icsa-seeks-greater-alignment-between-governance-code-and-companies-act
[2] http://www.ey.com/gl/en/issues/governance-and-reporting/center-for-board-matters/ey-when-boards-look-to-ai-what-should-they-see
[2] http://www.ey.com/Publication/vwLUAssets/ey-change-ahead-reflections-on-the-draft-UK-corporate-governance-code/$FILE/ey-change-ahead-reflections-on-the-draft-UK-corporate-governance-code.pdf
[2] https://www.dinamedland.me/board-talk/tkj50v7q9cj774tydpc1r96cwcona1
[1] https://www.gov.uk/government/new
[1] https://twitter.com/icsa_news/status/971698845091553281
[1] https://www.youtube.com/watch?v=-zGtLBk_tPE&feature=youtu.be

[1] http://www.ey.com/gl/en/issues/governance-and-reporting/center-for-board-matters/ey-board-oversight-on-long-term-ma-growth
[1] http://ow.ly/Sws230ixey4

Top Domains
Top Domains in Tweet in Entire Graph:
[147] harvard.edu
[106] twitter.com
[93] aravo.com
[77] paper.li
[52] pwc.com
[47] ft.com
[46] rentadirector.com
[34] boardroomresources.com
[32] wsj.com
[30] tweetedtimes.com

Top Domains in Tweet in G1:
[92] harvard.edu
[49] paper.li
[32] twitter.com
[30] tweetedtimes.com
[25] corporatesecretary.com
[18] dinamedland.me
[15] businesswire.com
[15] co.uk
[13] wsj.com
[13] boardagenda.com

Top Domains in Tweet in G2:
[19] ifc.org
[10] twitter.com
[6] youtube.com
[5] forbesindia.com
[4] pagedemo.co
[4] alejandramastrangelo.com
[2] harvard.edu
[2] com.ar
[2] com.mx
[2] co.in

Top Domains in Tweet in G3:
[42] rentadirector.com
[29] boardroomresources.com
[25] pwc.com
[20] harvard.edu
[17] deloitte.com
[10] paper.li
[10] mit.edu
[10] youtube.com
[7] irmagazine.com
[6] financialexecutives.org

Top Domains in Tweet in G4:
[12] pwc.com
[3] pwc.ru
[3] com.au
[2] pwc.to
[2] 3blmedia.com
[1] co.uk

Top Domains in Tweet in G5:
[22] harvard.edu
[17] twitter.com
[9] pwc.com
[8] linkedin.com
[6] smh.re
[5] com.au
[4] paper.li
[3] bluesteps.com
[2] bloomberg.com
[2] nedcommunity.com

Top Domains in Tweet in G6:
[6] pionline.com
[5] bloomberg.com
[4] equilar.com
[3] nikkei.com
[3] twitter.com
[3] gmocorpgov.com
[2] protectalpine.com
[2] georgeson.com
[2] reuters.com
[1] nytimes.com

Top Domains in Tweet in G7:
[18] ft.com
[14] hbr.org
[11] wsj.com
[9] marcrudov.com
[8] twitter.com
[3] linkedin.com
[2] nytimes.com
[2] mckinsey.com
[2] fortune.com
[2] washingtonpost.com

Top Domains in Tweet in G8:
[4] milanofinanza.it
[3] standardethics.eu
[2] standardethicsindices.eu
[2] ow.ly
[2] bit.ly
[2] kpmg.com
[1] responsible-investor.com
[1] hermes-investment.com
[1] cityam.com
[1] theasset.com

Top Domains in Tweet in G9:
[15] ft.com
[9] ethicalboardroom.com
[2] theconversation.com
[2] reuters.com
[2] cityam.com
[2] bloomberg.com
[2] directorsandboards.com
[2] accountancylive.com
[1] youtube.com
[1] thinkprogress.org

Top Domains in Tweet in G10:
[5] ey.com
[4] ow.ly
[3] org.uk
[3] youtube.com
[3] co.uk
[2] dinamedland.me
[1] gov.uk
[1] twitter.com
[1] icmagroup.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1988] corpgov
[392] boardofdirectors
[214] rpa
[185] ceo
[161] ai
[157] esg
[132] pwc
[126] leadership
[125] cfo
[123] iwd2018



Top Hashtags in Tweet in G1:
[516] corpgov
[116] boardofdirectors
[36] esg
[27] directors
[22] csuite
[14] nonexecs
[13] nonexec
[12] sec
[11] ethics
[11] ceo

Top Hashtags in Tweet in G2:
[136] corpgov
[105] genderbell
[101] iwd2018
[44] masmujeresendirectorios
[29] toquedecampana
[24] gendergap
[14] women
[12] másmujeresendirectorios
[5] internationalwomensday
[5] esg

Top Hashtags in Tweet in G3:
[293] corpgov
[103] ceo
[98] boardofdirectors
[97] cfo
[84] board
[73] leadership
[48] cio
[44] leader
[40] grc
[40] strategy

Top Hashtags in Tweet in G4:
[188] rpa
[131] corpgov
[125] boardofdirectors
[113] ai
[107] pwc
[103] robotics
[100] automation
[89] bots
[89] software
[31] iot

Top Hashtags in Tweet in G5:
[96] corpgov
[12] ai
[11] iot
[8] governance
[7] digital
[6] ceo
[6] compliance
[6] boardofdirectors
[5] boardroom
[5] digitaltransformation

Top Hashtags in Tweet in G6:
[62] corpgov
[10] diversity
[6] womenonboards
[5] internationalwomensday2018
[5] esg
[4] leadership
[4] execcomp
[4] gmointernet
[3] boardofdirectors
[3] iwd2018

Top Hashtags in Tweet in G7:
[69] corpgov
[30] ceo
[25] fintech
[25] privateequity
[24] founder
[24] entrepreneur
[24] healthtech
[24] insurtech
[24] retailtech
[24] vc

Top Hashtags in Tweet in G8:
[26] corpgov
[24] esg
[11] sustainability
[10] sri
[8] stewardship
[6] fondipensione
[6] investors
[5] investmentgrade
[5] climatechange
[5] governance

Top Hashtags in Tweet in G9:
[56] corpgov
[5] activistinvestor
[5] execpay
[3] boardofdirectors
[3] futureoftheboard
[2] boardeffectiveness
[2] governance
[2] charitytuesday
[1] icgn18
[1] iirc18

Top Hashtags in Tweet in G10:
[46] corpgov
[15] cultureindicators
[4] culture
[3] corporategovernance
[3] ey
[2] boards
[2] corporate
[2] boardmatters
[2] supplychain
[2] governance

Top Words
Top Words in Tweet in Entire Graph:
[1237] Words in Sentiment List#1: Positive
[843] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[50232] Non-categorized Words
[52312] Total Words
[2022] corpgov
[462] board
[392] boardofdirectors
[282] governance
[265] ceo

Top Words in Tweet in G1:
[539] corpgov
[116] boardofdirectors
[103] board
[97] directors
[77] corporate
[69] harvardcorpgov
[68] s
[62] posted
[56] boardroom
[56] governance

Top Words in Tweet in G2:
[145] corpgov
[116] genderbell
[102] iwd2018
[83] campana
[81] toque
[63] ifc_org
[50] argentina
[49] igualdad
[47] género
[46] bymaoficial

Top Words in Tweet in G3:
[293] corpgov
[141] board
[115] ceo
[102] cfo
[98] boardofdirectors
[74] leadership
[52] mpborman
[48] cio
[46] strategy
[44] leader

Top Words in Tweet in G4:
[188] rpa
[131] mikequindazzi
[131] corpgov
[125] boardofdirectors
[116] questions
[113] ai
[111] 8
[107] pwc
[103] robotics
[100] automation

Top Words in Tweet in G5:
[96] corpgov
[22] governance
[17] board
[13] corporate
[12] ai
[11] s
[11] iot
[10] new
[9] 2018
[9] uk

Top Words in Tweet in G6:
[62] corpgov
[24] udelcorpgov
[24] symposium
[19] board
[17] diversity
[12] equilarinc
[12] 2
[12] blackrock
[10] garden
[10] management

Top Words in Tweet in G7:
[69] corpgov
[38] ceo
[25] founder
[25] fintech
[25] privateequity
[25] gender
[24] entrepreneur
[24] healthtech
[24] insurtech
[24] retailtech

Top Words in Tweet in G8:
[27] esg
[26] corpgov
[11] standard
[11] ethics
[11] sustainability
[10] sri
[10] corporate
[10] hermeseos
[8] stewardship
[7] inequality

Top Words in Tweet in G9:
[56] corpgov
[14] ethicalboard
[14] corporate
[14] governance
[12] boards
[10] women
[10] s
[10] financialtimes
[8] companies
[7] t

Top Words in Tweet in G10:
[46] corpgov
[16] culture
[15] cultureindicators
[13] governance
[13] frcnews
[12] boards
[12] grantthorntonuk
[10] uk
[9] corporate
[9] board

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[172] corpgov,boardofdirectors
[146] corpgov,ceo
[118] ceo,cfo
[100] mikequindazzi,8
[90] corporate,governance
[82] robotics,automation
[81] corpgov,iwd2018
[81] 8,rpa
[81] rpa,questions
[81] questions,mind

Top Word Pairs in Tweet in G1:
[40] harvardcorpgov,posted
[32] corpgov,boardofdirectors
[30] latest,corpgov
[30] corporate,governance
[28] board,directors
[27] directors,boardofdirectors
[22] csuite,corpgov
[19] stanfordcorpgov,corpgov
[19] corpgov,today
[19] corpgov,directors

Top Word Pairs in Tweet in G2:
[78] toque,campana
[69] corpgov,iwd2018
[59] genderbell,corpgov
[46] campana,igualdad
[34] igualdad,género
[24] 40,workforce
[24] workforce,holds
[20] genderbell,iwd2018
[19] iwd2018,corpgov
[19] bymaoficial,desdelabolsa

Top Word Pairs in Tweet in G3:
[100] corpgov,ceo
[92] ceo,cfo
[70] board,boardofdirectors
[44] cfo,cio
[43] leadership,leader
[26] boardofdirectors,leadership
[22] leader,strategy
[21] corpgov,boardofdirectors
[18] grc,esg
[16] investor,cfa

Top Word Pairs in Tweet in G4:
[100] corpgov,boardofdirectors
[96] mikequindazzi,8
[75] 8,rpa
[75] rpa,questions
[75] questions,mind
[75] mind,bots
[75] bots,pwc
[75] pwc,ai
[75] ai,robotics
[75] robotics,automation

Top Word Pairs in Tweet in G5:
[11] corporate,governance
[6] corpgov,ceo
[6] draft,uk
[6] uk,corpgov
[6] corpgov,code
[6] code,find
[6] find,out
[6] company,secretaries
[6] secretaries,neds
[6] neds,investors

Top Word Pairs in Tweet in G6:
[24] udelcorpgov,corpgov
[24] corpgov,symposium
[9] ed,garden
[9] garden,cio
[9] cio,trian
[9] trian,fund
[9] fund,management
[8] equilar,diversity
[8] diversity,network
[8] network,partners

Top Word Pairs in Tweet in G7:
[24] founder,entrepreneur
[24] entrepreneur,fintech
[24] fintech,healthtech
[24] healthtech,insurtech
[24] insurtech,retailtech
[24] retailtech,vc
[24] vc,radio
[24] radio,tv
[24] tv,media
[24] media,privateequity

Top Word Pairs in Tweet in G8:
[11] standard,ethics
[9] esg,corpgov
[8] corpgov,sri
[6] christine,chow
[6] interview,kennedy_school
[6] kennedy_school,employment
[6] employment,inequality
[6] inequality,relationship
[6] relationship,between
[6] between,corporate

Top Word Pairs in Tweet in G9:
[10] corporate,governance
[5] activistinvestor,corpgov
[5] execpay,corpgov
[4] looking,forward
[4] pursuit,effective
[4] effective,corporate
[4] last,year
[4] year,50
[4] 50,new
[4] new,directors

Top Word Pairs in Tweet in G10:
[12] corpgov,cultureindicators
[9] corporate,governance
[8] uk,corporate
[8] governance,code
[7] revised,uk
[7] annual,report
[7] download,toolkit
[7] toolkit,best
[7] best,reporting
[7] succession,planning

Top Replied-To
Top Replied-To in Entire Graph:
@mastrangeloa
@fbi
@titarules
@mikequindazzi
@frcnews
@fenwickwest
@unilever
@directline_uk
@thequartogroup
@costaingroup

Top Replied-To in G1:
@dinamedland
@unilever
@costaingroup
@thequartogroup
@directline_uk
@deloitte
@alleghenytech
@brookdaleliving
@harvardcorpgov

Top Replied-To in G2:
@mastrangeloa
@titarules
@ifc_org

Top Replied-To in G4:
@mikequindazzi

Top Replied-To in G7:
@boardagenda

Top Replied-To in G9:
@fenwickwest

Top Replied-To in G10:
@frcnews
@icma_amic

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@harvardcorpgov
@potus
@hmoindia
@fbi
@aravo
@johnflannery_ge
@ifc_org
@delhipolice
@statedept

Top Mentioned in G1:
@harvardcorpgov
@stanfordcorpgov
@dinamedland
@sitatthetable
@nminow
@alicekrause
@corpgovnet
@boardagenda
@directorsboards
@muzaffar1969

Top Mentioned in G2:
@ifc_org
@bymaoficial
@cnvargentina
@balestrarocio
@mastrangeloa
@carostanley
@desdelabolsa
@fundacionflor
@corpgovleaders
@ifc_southasia

Top Mentioned in G3:
@mpborman
@nacd
@pwc
@boardresources
@harvardcorpgov
@deloitteus
@mitsmr
@cfodirect
@camberview
@deloitte

Top Mentioned in G4:
@mikequindazzi
@comendadormbf
@mdallavecchia
@cloudmodlr
@diioannid
@ing_news
@gainstitute
@3blmedia
@bestdealhotdeal
@triplepundit

Top Mentioned in G5:
@aldogebbia
@thebossofstress

Top Mentioned in G6:
@udelcorpgov
@equilarinc
@blackrock
@generalelectric
@business
@30percentclubus
@oasis_capital
@asce
@vanguard_group
@echasan

Top Mentioned in G7:
@fr_hossain
@ft
@marcrudov
@harvardbiz
@wef
@wsj
@nacd
@foewphl
@theboardlist
@mohossain

Top Mentioned in G8:
@hermeseos
@hermesinvest
@kennedy_school
@georgeserafeim
@milanofinanza
@cfainstitute
@garygb53
@standardethics
@forbes
@ri_news_alert

Top Mentioned in G9:
@ethicalboard
@financialtimes
@attractamooney
@ft
@petercrow1
@careerdiva
@paula_loop
@helenpitcher
@dinamedland
@abexcellence

Top Mentioned in G10:
@grantthorntonuk
@frcnews
@scarlettebrown
@simon_j_lowe
@icsa_news
@youtube
@eynews
@ibeuk
@asinvestments
@hywelballey

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@ehfoundation237
@sectest9
@alevergara78
@dollyraydigital
@ottlegalrebels
@zippylab
@heavengianna
@bot_innovation
@sunnyraydigital

Top Tweeters in G1:
@globeandmail
@muzaffar69
@togovern
@financialxpress
@muzaffar1969
@fleejack
@thetimes
@amyresnick
@race2diversity
@sitatthetable

Top Tweeters in G2:
@ottlegalrebels
@infobae
@saribarcos
@anamariaifran
@mgerbaudo1
@dcybele
@carla_york
@africaupdates
@lucarponiflores
@lavozfrontera

Top Tweeters in G3:
@arkangelscrap
@bot_innovation
@utarsystems
@howardstrauber
@dcarsoncpa
@inc
@bdlivesa
@a_abdulaziz_a
@entrepreneur
@ohmyjet

Top Tweeters in G4:
@alevergara78
@dollyraydigital
@zippylab
@heavengianna
@sunnyraydigital
@calcaware
@wanderermegan
@alexia_lavoie
@machinelearnbot
@alomorasimslens

Top Tweeters in G5:
@seattlesbanker
@shashib
@paintsandsings
@whistleblogs
@techreact
@faquila
@researchpool
@888ico
@humanwareonline
@astridbijou

Top Tweeters in G6:
@business
@nytimesbusiness
@generalelectric
@dealbook
@scottdeveau
@catalystinc
@dandhicks
@vanguard_group
@baronessgoudie
@stanfordgsb

Top Tweeters in G7:
@dominos
@washingtonpost
@livehealingly
@wsj
@ft
@cnet
@yahoofinance
@drlindashelton
@fortunemagazine
@pdacosta

Top Tweeters in G8:
@ehfoundation237
@forbes
@moodysinvsvc
@milanofinanza
@nasdaq
@andreapira
@esgarchitect
@nyse
@flacqua
@cfainstitute

Top Tweeters in G9:
@reuters
@financialtimes
@theeconomist
@thinkprogress
@cityam
@jdsupra
@telebusiness
@trentblair19
@edwardharkins
@bw

Top Tweeters in G10:
@hsbc_uk
@youtube
@beisgovuk
@romanovsun
@deloitteuk
@grantthorntonuk
@ey_uki
@icsa_news
@sosborne4
@ibeuk