corpgov, Twitter, 12/2/2019 1:47:15 AM, 217813


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corpgov_2019-12-01_17-08-00.xlsx
corpgov_2019-12-01_17-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Short Description:
corpgov via NodeXL http://bit.ly/2R90gyX
@excellencia_ltd
@aidindia3
@mikequindazzi
@harvardcorpgov
@corpgovuk
@mpborman
@normklaw
@vonyaglobal
@2rarely
@kingsleyblewett

Top hashtags:
#corpgov
#ge
#metoo
#esg
#fcpa
#pwc
#boardofdirectors
#ceo
#governance
#board

Description:
Description
The graph represents a network of 2,308 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 Monday, 02 December 2019 at 01:09 UTC.

The requested start date was Monday, 02 December 2019 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 10-day, 4-hour, 56-minute period from Thursday, 21 November 2019 at 08:09 UTC to Sunday, 01 December 2019 at 13:05 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 : 2308
Unique Edges : 4336
Edges With Duplicates : 7107
Total Edges : 11443
Number of Edge Types : 3
Mentions : 9940
Tweet : 1363
Replies to : 140
Self-Loops : 1363
Reciprocated Vertex Pair Ratio : 0.0228384991843393
Reciprocated Edge Ratio : 0.0446570972886762
Connected Components : 74
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 1620
Maximum Edges in a Connected Component : 9653
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.534416
Graph Density : 0.000942050379411917
Modularity : 0.353132
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,308 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 Monday, 02 December 2019 at 01:09 UTC.

The requested start date was Monday, 02 December 2019 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 10-day, 4-hour, 56-minute period from Thursday, 21 November 2019 at 08:09 UTC to Sunday, 01 December 2019 at 13:05 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : corpgov
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] http://tweetedtimes.com/v/8663
[21] https://www.ft.com/content/bc220535-5055-47ce-811d-fc4a56d32937
[20] http://www.nfnvkenya.org/Gender_Equality_Report_November_2019.pdf
[18] https://www.pwc.com/gx/en/financial-services/pdf/insurance-rpa-survey-report.pdf
[17] https://corpgov.law.harvard.edu/2019/11/25/running-the-risks-how-corporate-boards-can-oversee-environmental-social-and-governance-issues/
[17] https://landing.protiviti.com/Financecfo?utm_source=FEI&utm_medium=referral&utm_campaign=FinSurv2019
[16] https://www.pwc.com/us/en/services/alliances/cloud-consumption-finance-optimization.html
[15] https://www.ifc.org/wps/wcm/connect/topics_ext_content/ifc_external_corporate_site/ifc+cg/resources/guidelines_reviews+and+case+studies/trailblazers+portraits+of+female+business+leadership+in+emerging+and+frontier+markets
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188397
[13] https://www.pwc.com/us/en/risk-assurance/rir/pwc-2018-state-of-the-internal-audit.pdf

Top URLs in Tweet in G1:
[16] https://landing.protiviti.com/Financecfo?utm_source=FEI&utm_medium=referral&utm_campaign=FinSurv2019
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188397
[13] http://tweetedtimes.com/v/8663
[12] https://www.pwc.com/gx/en/financial-services/pdf/insurance-rpa-survey-report.pdf
[10] http://tweetedtimes.com/v/2019
[10] https://corpgov.law.harvard.edu/2019/11/25/running-the-risks-how-corporate-boards-can-oversee-environmental-social-and-governance-issues/
[10] https://www.equilar.com/boardedge?utm_source=twitter&utm_medium=social&utm_campaign=content
[9] https://www.pwc.com/dti?utm_campaign=sbpwc&utm_medium=newsletter&utm_source=insights&utm_content=20191112#five-traits-of-data-trust-pacesetters
[9] https://hbr.org/2018/03/women-experience-more-incivility-at-work-especially-from-other-women
[8] MT

Top URLs in Tweet in G2:
[1] https://corpgov.law.harvard.edu/2019/04/16/2019-u-s-executive-compensation-trends/

Top URLs in Tweet in G3:
[20] http://www.nfnvkenya.org/Gender_Equality_Report_November_2019.pdf
[15] https://www.ft.com/content/bc220535-5055-47ce-811d-fc4a56d32937
[13] http://tweetedtimes.com/v/8663
[9] https://seemasapra.blogspot.com/2019/11/grave-and-immediate-threat-to-life-of_23.html?m=1
[8] https://seemasapra.blogspot.com/2019/11/grave-and-immediate-threat-to-life-of_24.html?m=1
[7] https://www.pwc.com/us/en/services/alliances/cloud-consumption-finance-optimization.html
[7] https://seemasapra.blogspot.com/2019/11/grave-and-immediate-threat-to-life-of_27.html?m=1
[6] https://www.pwc.com/us/en/risk-assurance/rir/pwc-2018-state-of-the-internal-audit.pdf
[6] https://www.ft.com/content/694b07f2-0c81-11ea-b2d6-9bf4d1957a67
[6] https://economictimes.indiatimes.com/industry/banking/finance/banking/rbi-mulling-new-rules-on-corporate-governance-wants-banks-to-disclose-more/articleshow/72190570.cms

Top URLs in Tweet in G4:
[15] https://www.ifc.org/wps/wcm/connect/topics_ext_content/ifc_external_corporate_site/ifc+cg/resources/guidelines_reviews+and+case+studies/trailblazers+portraits+of+female+business+leadership+in+emerging+and+frontier+markets
[4] https://hbr.org/2018/03/how-to-be-a-good-board-chair?utm_sq=ftt6s12w8d&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=INSEADPosts
[4] https://twitter.com/ifc_lac/status/1199340742935642118
[3] https://blogs.insead.edu/idpn-globalclub/ambassadors/?utm_sq=g5y7usqsr2&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=IDNWebsite
[3] https://blogs.insead.edu/idpn-globalclub/idn-webinars-ext/?utm_sq=g4ziuf1mlj&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=IDNWebsite
[3] https://corpgov.law.harvard.edu/2019/11/20/letter-by-sec-commissioner-robert-j-jackson-jr-to-congresswoman-maloney/
[2] https://youtu.be/Q9wexJOgy2k?utm_sq=g51apkpgf1&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=INSEADPosts
[2] http://aicd.companydirectors.com.au/membership/membership-update/tune-into-our-new-expert-podcast-series-directorcast?utm_sq=g51at6s1fk&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=INSEADPosts
[2] https://youtu.be/owaLO6Da4mQ?utm_sq=g51av3a9vf&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=INSEADPosts
[2] https://www.insead.edu/sites/default/files/assets/dept/centres/icgc/docs/nziod-ludo-vdh-article-mar2019.pdf?utm_sq=g51b2z6rvk&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=INSEADPosts

Top URLs in Tweet in G5:
[2] https://corpgov.law.harvard.edu/2018/05/16/the-unresolved-quandary-of-disclosure-of-executive-illness/

Top URLs in Tweet in G6:
[1] https://twitter.com/eu_commission/status/1200912687225376768
[1] https://www.lesechos.fr/finance-marches/marches-financiers/bourse-pour-la-premiere-fois-lasie-est-championne-des-emissions-dactions-1151223#utm_source=le%3Alec0f&utm_medium=click&utm_campaign=share-links_twitter
[1] http://www.oecd.org/corporate/oecd-equity-market-review-asia.htm
[1] https://rtce-unog.webex.com/webappng/sites/rtce-unog/meeting/download/8bd1eba40d8b4f00b89ab4f358e26812?siteurl=rtce-unog&MTID=mcc45099fbf41adc56757e301f8d82783
[1] http://www.purposeofcorporation.org/en
[1] http://www.refcoopagri.com
[1] https://corpgov.law.harvard.edu/2019/11/22/the-roundtables-stakeholderism-rhetoric-is-empty-thankfully/
[1] https://corpgov.law.harvard.edu/2019/11/25/robovoting-and-proxy-vote-disclosure/
[1] https://www.thebritishacademy.ac.uk/sites/default/files/future-of-the-corporation-principles-purposeful-business.pdf
[1] https://themoderncorporation.wordpress.com/

Top URLs in Tweet in G7:
[2] http://new.livestream.com/nasdaq/live
[2] https://corpgov.com/interview-deloitte-says-companies-need-ethical-framework-around-ai/
[1] https://nq.nasdaq.com/governance-gbook?channel=SocialMedia&source=Twitter&utm_content=Book&utm_source=NasdaqCorpGov_TWITTER_2863129171&utm_medium=NGS+Content+-+eGovernance+GBook_Intel_
[1] https://new.nasdaq.com/videos/balancing-purpose-with-profit%3A-esg-in-the-spotlight?channel=SocialMedia&source=Twitter&utm_content=Video&utm_campaign=&utm_source=NasdaqCorpGov_TWITTER_2555980030&utm_medium=NGS+%23LookingAhead+Digital+Series_Intel_
[1] https://edge.media-server.com/mmc/p/w887pcwn?utm_source=NasdaqCorpGov_TWITTER_2856584993&utm_medium=NGS+Webinars_Intel_
[1] https://www.agendaweek.com/c/2575643/308643?utm_source=NasdaqCorpGov_TWITTER_2856463720&utm_medium=NGS+Corporate+Governance_Intel_
[1] https://corpgov.com/krishna-c-mukherjee-continues-to-advance-organizations-with-ai-and-automation/
[1] https://nasdaq.com/governance-center?channel=SocialMedia&source=Twitter&utm_content=Website&utm_source=Twitter&utm_campaign=&utm_medium=SocialMedia
[1] https://twitter.com/NasdaqCorpGov/status/1141352461715869697
[1] https://www.icsa.org.uk/blog/the-company-secretary-as-changemaker

Top URLs in Tweet in G8:
[3] https://corpgov.law.harvard.edu/2019/11/18/2019-u-s-spencer-stuart-board-index/#more-123987
[3] https://corpgov.law.harvard.edu/2019/11/25/running-the-risks-how-corporate-boards-can-oversee-environmental-social-and-governance-issues/
[3] https://www.issuerdirect.com/lp/proxy-timeline?utm_source=twitter&utm_medium=organic&utm_campaign=proxy-agm
[2] https://corpgov.law.harvard.edu/2019/11/22/the-roundtables-stakeholderism-rhetoric-is-empty-thankfully/
[2] https://corpgov.law.harvard.edu/2019/11/25/proxy-advisory-firms-the-sec-drops-the-other-shoe/
[2] https://www.pwc.com/gx/en/financial-services/pdf/insurance-rpa-survey-report.pdf
[2] https://corpgov.law.harvard.edu/2019/11/30/policy-overhaul-executive-compensation/
[2] https://corpgov.law.harvard.edu/2019/11/25/robovoting-and-proxy-vote-disclosure/
[1] https://corpgov.law.harvard.edu/2019/11/20/letter-by-sec-commissioner-robert-j-jackson-jr-to-congresswoman-maloney/
[1] https://twitter.com/BoardroomWomen/status/1197564155168989184

Top URLs in Tweet in G9:
[2] https://paper.li/VonyaGlobal/1318868348?edition_id=d66971f0-0cb5-11ea-a278-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=53d47180-13c8-11ea-a278-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318345001?edition_id=d37f0aa0-0e12-11ea-a9ac-0cc47a0d164b
[1] http://paper.li/VonyaGlobal/1378757292
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=010eb450-0d7f-11ea-a278-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=2afded20-0e48-11ea-a278-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=58e8e4a0-0f11-11ea-a278-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=860f0580-0fda-11ea-a278-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=b56bb570-10a3-11ea-a278-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=ef828530-116c-11ea-a278-0cc47a0d1605

Top URLs in Tweet in G10:
[12] https://www.ceres.org/resources/reports/running-risk-how-corporate-boards-can-oversee-environmental-social-and-governance?utm_source=twitter&utm_medium=organic&utm_campaign=governance&utm_content=report
[3] https://www.ceres.org/resources/reports/running-risk-how-corporate-boards-can-oversee-environmental-social-and-governance
[1] https://www.ceres.org/news-center/press-releases/new-ceres-report-calls-corporate-boards-oversee-sustainability-risks?utm_source=twitter&utm_medium=organic&utm_campaign=governance&utm_content=pressrelease
[1] https://www.nytimes.com/aponline/2019/11/27/business/ap-us-wynn-resorts-settlement.html
[1] https://twitter.com/harvardcorpgov/status/1173579359833251840
[1] https://www.barrons.com/articles/how-investors-can-pressure-companies-on-sustainability-51561144517
[1] https://podcasts.apple.com/us/podcast/remaking-capitalism/id1485833986?i=1000456874728
[1] https://twitter.com/StateStreet/status/1192162519365902337
[1] https://twitter.com/theatlantic/status/1199039118598164480
[1] https://twitter.com/MITSloanSusty/status/1129113540814606336

Top Domains
Top Domains in Tweet in Entire Graph:
[287] twitter.com
[231] harvard.edu
[120] co.uk
[118] ft.com
[79] pwc.com
[59] rentadirector.com
[52] bit.ly
[50] corpgovuk.com
[48] linkedin.com
[48] boardagenda.com

Top Domains in Tweet in G1:
[133] harvard.edu
[111] twitter.com
[53] pwc.com
[42] bit.ly
[39] rentadirector.com
[28] tweetedtimes.com
[27] wsj.com
[27] radicalcompliance.com
[23] boardagenda.com
[21] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[1] harvard.edu

Top Domains in Tweet in G3:
[101] co.uk
[95] twitter.com
[88] ft.com
[38] corpgovuk.com
[32] com.au
[32] blogspot.com
[28] theguardian.com
[27] harvard.edu
[26] mckinsey.com
[25] ssrn.com

Top Domains in Tweet in G4:
[20] insead.edu
[15] ifc.org
[12] twitter.com
[9] harvard.edu
[8] ethicalboardroom.com
[5] youtu.be
[4] hbr.org
[3] linkedin.com
[3] bit.ly
[3] russellreynolds.com

Top Domains in Tweet in G5:
[2] harvard.edu

Top Domains in Tweet in G6:
[3] twitter.com
[2] oecd.org
[2] harvard.edu
[2] ac.uk
[1] lesechos.fr
[1] webex.com
[1] purposeofcorporation.org
[1] refcoopagri.com
[1] wordpress.com
[1] bbc.com

Top Domains in Tweet in G7:
[3] nasdaq.com
[3] corpgov.com
[3] org.uk
[2] livestream.com
[1] media-server.com
[1] agendaweek.com
[1] twitter.com

Top Domains in Tweet in G8:
[35] harvard.edu
[4] twitter.com
[4] pwc.com
[3] co.uk
[3] issuerdirect.com
[3] strategy-business.com
[2] deloitte.com
[1] wsj.com
[1] nytimes.com
[1] aon.com

Top Domains in Tweet in G9:
[13] paper.li

Top Domains in Tweet in G10:
[16] ceres.org
[4] twitter.com
[2] nytimes.com
[1] barrons.com
[1] apple.com
[1] directorsandboards.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3541] corpgov
[484] ge
[474] metoo
[345] esg
[343] fcpa
[200] pwc
[170] boardofdirectors
[168] ceo
[147] governance
[117] board



Top Hashtags in Tweet in G1:
[1069] corpgov
[169] pwc
[155] esg
[119] boardofdirectors
[104] ceo
[95] cfo
[78] rpa
[78] fintech
[76] board
[73] audit

Top Hashtags in Tweet in G3:
[1886] corpgov
[466] ge
[457] metoo
[322] fcpa
[102] esg
[62] governance
[59] ceo
[55] risk
[54] grc
[51] compliance

Top Hashtags in Tweet in G4:
[99] corpgov
[62] ifctrailblazers
[15] board
[10] boardofdirectors
[9] icgc
[9] ned
[7] boardroom
[6] strategy
[5] esg
[4] colombia

Top Hashtags in Tweet in G6:
[23] corpgov
[7] asia
[5] unforumbhr
[5] purposeofthecorporation
[5] buildingpublictrust
[4] futureofthecorporation
[3] bizhumanrights
[2] corporatgovernance
[2] esg
[2] academictwitter

Top Hashtags in Tweet in G7:
[32] corpgov
[14] governance
[11] corporategovernance
[9] esg
[6] board
[5] nasdaqboardvantage
[5] boards
[5] icsaawards
[5] ai
[4] rewritetomorrow

Top Hashtags in Tweet in G8:
[32] corpgov
[5] pwc
[4] diversity
[4] shareholders
[3] dataanalytics
[3] agm
[2] ipo
[2] cloudcomputing
[2] cloud
[2] hybridclouds

Top Hashtags in Tweet in G9:
[15] corpgov
[12] internalaudit
[10] compliance
[8] riskmanagement
[1] cybersecurity
[1] sustainability

Top Hashtags in Tweet in G10:
[38] esg
[25] runningtherisk
[25] corpgov
[21] climate
[2] climatechange
[2] sustainability
[2] research
[1] corporateculture
[1] humancapital
[1] leadership

Top Words
Top Words in Tweet in Entire Graph:
[3401] Words in Sentiment List#1: Positive
[2116] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[107121] Non-categorized Words
[112638] Total Words
[3549] #corpgov
[1227] gt
[716] togovern
[628] 2019
[621] ceo

Top Words in Tweet in G1:
[1069] #corpgov
[959] gt
[323] mikequindazzi
[178] corporate
[176] board
[169] #pwc
[155] #esg
[122] governance
[119] #boardofdirectors
[115] more

Top Words in Tweet in G2:
[473] median
[473] total
[473] ceo
[473] pay
[473] million
[472] joshseefried
[472] cafeangst
[472] really
[472] feel
[472] 2009

Top Words in Tweet in G3:
[1894] #corpgov
[688] togovern
[469] ge
[466] #ge
[457] #metoo
[322] #fcpa
[298] survivor
[296] seema
[293] sapra
[284] seemasapralaw

Top Words in Tweet in G4:
[99] #corpgov
[62] #ifctrailblazers
[40] ifc_lac
[34] insead
[32] board
[30] ifc_org
[27] more
[26] diversity
[25] boards
[23] inseadidn

Top Words in Tweet in G5:
[85] gtconway3d
[83] acktobda
[45] decisions
[45] analysis
[45] regarding
[45] public
[45] securities
[45] disclosure
[45] arguable
[45] mere

Top Words in Tweet in G6:
[23] #corpgov
[15] oecd_bizfin
[11] richardhowitt
[11] corporate
[11] report
[10] glue
[9] purposeofcorp
[9] oecd
[9] invitation
[9] président

Top Words in Tweet in G7:
[32] #corpgov
[26] nasdaq
[19] nasdaqcorpgov
[14] #governance
[13] corpgovernor
[13] 2019
[12] group
[11] #corporategovernance
[11] forum
[10] today

Top Words in Tweet in G8:
[36] gt
[32] #corpgov
[17] proxy
[11] mikequindazzi
[11] directors
[11] process
[8] companies
[7] sec
[7] top
[7] boards

Top Words in Tweet in G9:
[15] #corpgov
[12] internal
[12] #internalaudit
[11] recent
[11] news
[11] curated
[11] auditors
[11] board
[11] members
[11] thanks

Top Words in Tweet in G10:
[38] #esg
[34] report
[31] risks
[26] ceresnews
[26] boards
[25] #runningtherisk
[25] #corpgov
[21] #climate
[19] corporate
[18] ceres

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[793] gt,gt
[482] ceo,pay
[476] median,total
[476] total,ceo
[474] 2009,median
[474] pay,million
[474] million,2019
[473] joshseefried,cafeangst
[473] cafeangst,really
[473] really,feel

Top Word Pairs in Tweet in G1:
[619] gt,gt
[134] gt,#pwc
[131] #pwc,mikequindazzi
[115] mikequindazzi,gt
[94] #corpgov,#ceo
[77] #ceo,#cfo
[69] foregone,conclusion
[68] #automation,#rpa
[67] #robotic,process
[67] process,#automation

Top Word Pairs in Tweet in G2:
[473] median,total
[473] total,ceo
[473] ceo,pay
[472] joshseefried,cafeangst
[472] cafeangst,really
[472] really,feel
[472] feel,2009
[472] 2009,median
[472] pay,million
[472] million,2019

Top Word Pairs in Tweet in G3:
[450] ge,#ge
[440] #corpgov,togovern
[311] #fcpa,#corpgov
[311] #ge,#fcpa
[298] #metoo,survivor
[296] survivor,seema
[293] seema,sapra
[243] realdonaldtrump,fbi
[234] delhipolice,cpdelhi
[231] fbi,potus

Top Word Pairs in Tweet in G4:
[28] #ifctrailblazers,#corpgov
[16] latin,america
[11] america,launch
[11] launch,recent
[11] juntas,directivas
[10] inseadalumni,#board
[9] #board,#boardofdirectors
[9] today,#ifctrailblazers
[9] #ifctrailblazers,gathered
[9] gathered,bogota

Top Word Pairs in Tweet in G5:
[83] acktobda,gtconway3d
[45] gtconway3d,decisions
[45] decisions,analysis
[45] analysis,regarding
[45] regarding,public
[45] public,securities
[45] securities,disclosure
[45] disclosure,arguable
[45] arguable,mere
[44] mere,identificat

Top Word Pairs in Tweet in G6:
[9] invitation,président
[9] président,christophburen
[9] christophburen,interviendrai
[9] interviendrai,11
[9] 11,12
[9] 12,ag
[9] ag,vivescia
[8] vivescia,parler
[8] parler,rôles
[8] bvaliorgue,invitation

Top Word Pairs in Tweet in G7:
[11] 2019,#corporategovernance
[11] #corporategovernance,forum
[9] icrpr,corpgovernor
[7] corporate,governance
[7] #corpgov,#governance
[7] nasdaq,icrpr
[7] corpgovernor,2019
[6] lhv,group
[6] group,madaracosmetics
[6] madaracosmetics,ignitis

Top Word Pairs in Tweet in G8:
[24] gt,gt
[5] #pwc,mikequindazzi
[4] gt,#pwc
[4] mikequindazzi,gt
[3] #dataanalytics,#corpgov
[3] last,year
[3] proxy,process
[3] annual,meeting
[3] #agm,#shareholders
[3] proxy,voting

Top Word Pairs in Tweet in G9:
[11] recent,news
[11] news,curated
[11] curated,internal
[11] internal,auditors
[11] auditors,board
[11] board,members
[11] members,#internalaudit
[11] #internalaudit,#corpgov
[11] #corpgov,thanks
[6] #compliance,#riskmanagement

Top Word Pairs in Tweet in G10:
[25] report,#runningtherisk
[20] #esg,risks
[18] ceres,report
[15] #runningtherisk,identifies
[14] corporate,boards
[11] #climate,water
[11] water,crises
[10] oversee,#esg
[10] ceres',report
[9] ceresnews,ceres

Top Replied-To
Top Replied-To in Entire Graph:
@amitshah
@dcp_outernorth
@celldelhi
@reuters
@cnbc
@bjp4india
@shivsunny
@narendramodi
@dcp_ccc_delhi
@ipsmadhurverma

Top Replied-To in G1:
@reuters
@cnbc
@stanfordcorpgov
@yahoofinance
@glasslewis
@wsj
@ichyyam
@compliancememe
@thenation
@executivepay

Top Replied-To in G2:
@joshseefried

Top Replied-To in G3:
@amitshah
@dcp_outernorth
@celldelhi
@bjp4india
@narendramodi
@shivsunny
@dcpdwarka
@ipsmadhurverma
@dcp_ccc_delhi
@ryk_van_niekerk

Top Replied-To in G4:
@corpgoviae
@ipaeperu
@rmapalacios
@miguelantezana

Top Replied-To in G5:
@gtconway3d

Top Replied-To in G6:
@wgbizhrs
@mathildemesnard
@pavansukhdev

Top Replied-To in G10:
@ceresnews

Top Mentioned
Top Mentioned in Entire Graph:
@cafeangst
@kingsleyblewett
@joshseefried
@togovern
@seemasapralaw
@mikequindazzi
@realdonaldtrump
@delhipolice
@fbi
@cpdelhi

Top Mentioned in G1:
@mikequindazzi
@harvardcorpgov
@fr_hossain
@mpborman
@excellencia_ltd
@corpsecmag
@wsj
@ravikikan
@proxyinsight
@mikequin

Top Mentioned in G2:
@cafeangst
@kingsleyblewett
@joshseefried

Top Mentioned in G3:
@togovern
@seemasapralaw
@realdonaldtrump
@delhipolice
@fbi
@cpdelhi
@potus
@gurgaonpolice
@statedept
@whitehouse

Top Mentioned in G4:
@ifc_lac
@ifc_org
@inseadidn
@insead
@andreagrobo
@inseadalumni
@cesa_edu
@marquardtglobal
@appessoa
@claudiapalacios

Top Mentioned in G5:
@acktobda
@gtconway3d
@kingsleyblewett
@joshseefried
@cafeangst

Top Mentioned in G6:
@oecd_bizfin
@richardhowitt
@purposeofcorp
@britishacademy_
@christophburen
@vivescia
@oecd
@bvaliorgue
@shiftproject
@mathildemesnard

Top Mentioned in G7:
@nasdaq
@nasdaqcorpgov
@corpgovernor
@icrpr
@icsa_news
@corpsecmag
@madaracosmetics
@nasdaqriga
@corpgovchapman
@gccbdi

Top Mentioned in G9:
@sana91983188
@normklaw
@carloscarocoria
@risklens
@casewarealessa
@solunionseguros
@robhad7
@muralikumarje
@jlpanici
@enablon

Top Mentioned in G10:
@ceresnews
@jaustinwmb
@veenaramani15
@georgeserafeim
@mindylubber
@barronsonline
@envdefensefund
@kksadvisors

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@arkangelscrap
@sectest9
@nosqldigest
@gamergeeknews
@startupsbot
@evankirstel
@honeymoongondol
@chidambara09
@thetrudz

Top Tweeters in G1:
@arkangelscrap
@sectest9
@gamergeeknews
@chidambara09
@willseattle
@mcdonalds
@walmart
@fintechna
@globeandmail
@reuters

Top Tweeters in G2:
@missb62
@thetrudz
@ggg_says
@lovetogive2
@blackswan725
@menjicm
@angelakrebs444
@coalminetweety
@solomonmissouri
@zsarrina

Top Tweeters in G3:
@nosqldigest
@startupsbot
@httweets
@business
@zimei_no_ri
@oatcake1967
@wise_diva
@gambiste1
@lyndsayfarlow
@mutalabala

Top Tweeters in G4:
@sherbah46958042
@vievararosel
@zimrirosas
@rmapalacios
@josephprigith
@michael_oyakojo
@worldbank
@princess_utamu
@ifc_org
@miguelantezana

Top Tweeters in G5:
@brettaapplebaum
@safiyahnoor1
@didifrench
@deansherrys
@taiping2
@deathtocrazy
@kat223
@deeloralei
@29361rmsm
@gomezsantos22

Top Tweeters in G6:
@wandabarquin
@ethical_corp
@richardhowitt
@natcapcoalition
@justice_ni_chan
@lawsofrule
@britishacademy_
@oecd
@the_tuc
@econbcp

Top Tweeters in G7:
@barbariancap
@stefanstern
@ufuk89486848
@salesforce
@nasdaq
@boat_stone
@messengergoffy
@terrencegallman
@ikurxpxmwfmz7tq
@microsoft

Top Tweeters in G8:
@zanukah
@accesswire
@larryladd1
@memorynguwi
@strategymaestro
@soumikroy
@njxxllc
@corgovinstitute
@twt05
@boardprospects

Top Tweeters in G9:
@muralikumarje
@cycleoptic
@cybazesocial
@vonyaglobal
@ecoordina
@jlpanici
@enablon
@nancybeckley
@solunionseguros
@manuel_velasco

Top Tweeters in G10:
@honeymoongondol
@eddarrell
@wmbtweets
@mspasty
@barronsonline
@eion7
@envdefensefund
@ceresnews
@eveasks
@caterinaconti