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corpgov_2019-05-26_07-41-57.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2019
Description:
Description
The graph represents a network of 1,875 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, 26 May 2019 at 14:43 UTC.

The requested start date was Sunday, 26 May 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 9-day, 21-hour, 42-minute period from Wednesday, 15 May 2019 at 10:04 UTC to Saturday, 25 May 2019 at 07:46 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 : 1875
Unique Edges : 3270
Edges With Duplicates : 4033
Total Edges : 7303
Number of Edge Types : 3
Mentions : 5688
Replies to : 52
Tweet : 1563
Self-Loops : 1563
Reciprocated Vertex Pair Ratio : 0.044021584777052
Reciprocated Edge Ratio : 0.0843307943416757
Connected Components : 92
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 1640
Maximum Edges in a Connected Component : 6994
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.730468
Graph Density : 0.00104617573817147
Modularity : 0.376822
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[36] http://tweetedtimes.com/v/8663
[27] https://www.pwc.com/us/en/risk-assurance/rir/pwc-2018-state-of-the-internal-audit.pdf
[19] 0.26
[18] https://corpgov.law.harvard.edu/2019/05/22/bankruptcy-as-bailout-coal-company-insolvency-and-the-erosion-of-federal-law/
[18] Party
[18] Risk
[16] http://www.streetinsider.com/
[15] https://blog.aravo.com/abac-compliance-a-priority-for-boards?utm_campaign=2_Anti-Bribery
[14] https://insights.diligent.com/corporate-governance/modern-governance-powering-organizations-speed-business/
[14] https://www.mckinsey.com/~/media/McKinsey/Business

Top URLs in Tweet in G1:
[9] http://tweetedtimes.com/v/8663
[7] https://www.pwc.com/us/en/risk-assurance/rir/pwc-2018-state-of-the-internal-audit.pdf
[7] https://www.mckinsey.com/~/media/McKinsey/Business
[5] http://www.streetinsider.com/
[5] and
[5] http://sustmememagazine.com/?edition_id=12736dd0-7bc1-11e9-bff4-0cc47a0d164b
[5] https://www.faz.net/aktuell/wirtschaft/unternehmen/neue-regeln-der-kodex-kommission-fuer-gute-unternehmensfuehrung-16200306.html?GEPC=s3
[5] https://www.irishtimestraining.com/breakfast-seminar-the-road-to-becoming-a-non-executive-director
[5] https://info.boardintelligence.com/the-governance-grand-tour-2019
[4] https://www.faz.net/aktuell/finanzen/finanzmarkt/so-viel-aktionaere-auf-hauptversammlungen-wie-noch-nie-16202472.html?GEPC=s3

Top URLs in Tweet in G2:
[25] http://tweetedtimes.com/v/8663
[12] http://tweetedtimes.com/v/2019
[10] http://www.streetinsider.com/
[10] https://corpgov.law.harvard.edu/2019/05/22/bankruptcy-as-bailout-coal-company-insolvency-and-the-erosion-of-federal-law/
[8] https://corpgov.law.harvard.edu/2019/05/19/evaluating-corporate-compliance-doj-guidelines-for-prosecutors/
[7] https://www.apnews.com/Business
[7] https://www.youtube.com/watch?v=cbTtSPATxfk

[7] https://www.ft.com/content/15f3aefa-76eb-11e9-bbad-7c18c0ea0201
[7] https://www.mckinsey.com/~/media/McKinsey/Business
[6] https://www.ft.com/content/861e761a-7c7c-11e9-81d2-f785092ab560

Top URLs in Tweet in G3:
[12] 0.26
[11] Party
[11] Risk
[9] https://blog.aravo.com/abac-compliance-a-priority-for-boards?utm_campaign=2_Anti-Bribery
[9] https://www.linkedin.com/pulse/diligent-launches-new-category-modern-governance-brian-stafford/
[7] https://insights.diligent.com/corporate-governance/modern-governance-powering-organizations-speed-business/
[6] https://insights.diligent.com/corporate-governance/4-steps-boards-can-take-towards-modern-governance/
[5] http://info.aravo.com/the-business-case-for-better-third-party-risk-management?utm_campaign=1_Third
[4] https://www.pwc.com/us/en/risk-assurance/rir/pwc-2018-state-of-the-internal-audit.pdf
[4] -

Top URLs in Tweet in G4:
[5] http://fortune.com/2019/05/20/women-boards-fortune-500-2019/
[3] http://fortune.com/2019/03/14/board-diversity-women-medidata/
[3] https://www.cbc.ca/news/business/women-corporate-boards-globally-1.5131113
[3] http://fortune.com/2019/05/20/women-boards-fortune-500-2019/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[2] https://footwearnews.com/2019/business/financial-news/skechers-first-female-board-member-1202783024/
[2] https://www.30percentcoalition.org/news/coalition-news/the-thirty-percent-coalition-launches-national-campaign-to-promote-women-of-color-to-corporate-boards
[2] https://medium.com/@vocativ/study-finds-women-are-the-ones-bringing-tech-to-the-boardroom-d5939c379346
[2] https://www.forbes.com/sites/forbescoachescouncil/2019/05/10/four-steps-to-bridging-the-digital-gap-in-the-boardroom/#28c7e9c81041
[2] https://hbr.org/2019/05/the-investor-revolution?utm_campaign=hbr&utm_source=twitter&utm_medium=social
[2] https://mailchi.mp/responsible-investor/master-subscriber-email-alert-oideojhcwf-1287645?e=5b8359fcd7

Top URLs in Tweet in G5:
[6] http://MarcRudov.com
[5] http://brandisdestiny.com/
[2] https://www.velaw.com/Insights/The-Gatekeepers--Course--Navigating-Evolving-Trends-in-Corporate-Governance-and-Compliance/
[1] https://www.prnewswire.com/news-releases/fast-tracking-board-diversity-new-report-defines-strategic-approach-to-changing-board-composition-300853219.html?=prn
[1] https://www.womencorporatedirectors.org/WCD/Content/2019_Thought_Leadership_Commission.aspx
[1] https://mitsloan.mit.edu/ideas-made-to-matter/what-to-watch-when-planning-a-family-enterprise-succession
[1] https://www.prnewswire.com/news-releases/fast-tracking-board-diversity-new-report-defines-strategic-approach-to-changing-board-composition-300853219.html?fbclid=IwAR3yt97RUwFQlzOMFcnAaZNP1FXRUup61SlwLpv9TC9IqgPRAxOPQ9kO74w
[1] https://twitter.com/NACD/status/1129126861089497088
[1] https://twitter.com/CalPERS/status/1129524788760735745
[1] https://twitter.com/FarientAdvisors/status/1130534425438183426

Top URLs in Tweet in G6:
[3] http://www.radicalcompliance.com/2019/05/16/news-on-ccos-titles-reporting-structure/
[3] http://www.radicalcompliance.com/2019/05/17/compliance-jobs-report-may-17/
[2] https://twitter.com/nelsongriggs/status/1130835638071115776
[2] https://bit.ly/2Ef8qOX?utm_content=91937556&utm_medium=social&utm_source=twitter&hss_channel=tw-161052001
[2] http://www.radicalcompliance.com/2019/05/22/more-lessons-lunch-lady/
[2] http://www.radicalcompliance.com/2019/05/14/oh-good-lord-cftc/
[2] https://t.co/4E3RwNhHMH
[2] https://t.co/eEBesvTUpe
[2] https://trustacrossamerica.com/documents/alliance/Testimonials.pdf
[1] https://nq.nasdaq.com/good-governance-to-do-list?channel=SocialMedia&source=Twitter&utm_content=Whitepaper&utm_campaign=&utm_source=NasdaqCorpGov_TWITTER_2336921428&utm_medium=NGS+Good+Governance+WP_Intel_

Top URLs in Tweet in G7:
[1] https://twitter.com/CCCWestAus/status/1130664580298842112
[1] https://thewest.com.au/news/south-western-times/council-defers-galleries-decision-ng-b881198431z?utm_campaign=share-icons&utm_source=twitter&utm_medium=social&tid=1557983251580
[1] https://www.theguardian.com/australia-news/2019/may/16/family-owned-aged-care-companies-criticised-for-aggressive-tax-minimisation?CMP=share_btn_tw
[1] https://thewest.com.au/business/yinhawangka-aboriginal-corporation-in-hands-of-insolvency-experts-ng-b881202386z?utm_campaign=share-icons&utm_source=twitter&utm_medium=social&tid=1558064038611
[1] https://www.abc.net.au/news/2019-05-17/anz-shares-tumble-as-rbnz-calls-out-persistent-failure/11124056
[1] https://www.abc.net.au/news/2019-05-21/asic-takes-amp-financial-planning-to-court/11133924
[1] https://twitter.com/guardian_sport/status/1128332031580991488
[1] https://www.scottishlegal.com/article/celtic-faces-multimillion-pound-court-action-over-child-abuse
[1] https://www.dailyrecord.co.uk/sport/football/football-news/celtic-board-must-apologise-boys-16165455?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.yaktrinews.com/news/parents-harrah-elementary-school-did-nothing-after-assaults-death-threat-against-children/1079600692

Top URLs in Tweet in G8:
[6] https://www.cbsnews.com/news/how-the-danske-bank-money-laundering-scheme-involving-230-billion-unraveled-60-minutes-2019-05-19/
[4] https://twitter.com/eleconomistanet/status/1131382993090752512
[3] https://www.finextra.com/blogposting/17257/think-compliance-is-expensive-in-the-age-of-open-banking-its-your-smartest-investment
[3] https://www.reuters.com/article/us-usa-trump-russia-calk/bank-ceo-charged-in-manafort-bribery-scheme-designed-to-get-trump-post-idUSKCN1ST1SS
[3] https://www.reuters.com/article/us-malaysia-politics-1mdb-deloitte/malaysian-police-raid-deloitte-office-for-1mdb-related-documents-sources-idUSKCN1ST0VX
[2] https://www.nytimes.com/2019/05/22/business/deutsche-bank-money-laundering.html
[2] https://www.bloomberg.com/news/articles/2019-05-16/hong-kong-charges-former-jpmorgan-md-leung-with-bribery
[2] https://www.businessinsider.sg/wells-fargo-banker-money-laundering-drug-cartel-sinaloa-mexico-2019-5/#.XN9mB_-P8uQ.twitter
[2] https://www.riskscreen.com/kyc360/news/deutsche-banks-aml-team-sought-sars-on-trump-kushner-nyt/
[2] https://www.afr.com/technology/technology-companies/westpac-gets-lawyers-to-test-if-it-can-trust-ai-bots-20190520-p51p5k

Top URLs in Tweet in G9:
[6] https://www.nytimes.com/2019/02/26/opinion/drug-pricing-senate-hearing.html
[5] https://www.newsweek.com/minority-doctors-continue-facing-racism-patients-other-doctors-1356027
[5] https://www.wsj.com/graphics/ceo-pay-2019/
[5] https://www.washingtonpost.com/news/on-leadership/wp/2017/10/06/a-new-report-suggests-a-fundamental-idea-behind-ceo-pay-could-be-broken/
[4] https://www.youtube.com/watch?v=HPBsqoapWVc&feature=youtu.be

[4] https://finance.yahoo.com/news/activist-summary-hedge-funds-targeting-152634135.html
[3] https://twitter.com/fr_hossain/status/1024070240928493569
[3] http://www.abajournal.com/magazine/article/smaller_staff_bigger_jobs_practice_changes_are_redefining_their_work/
[3] https://www.cdc.gov/features/antibioticuse/index.html
[3] https://hbr.org/2018/11/sexual-harassment-is-rampant-in-health-care-heres-how-to-stop-it?utm_source=twitter&utm_medium=social&utm_campaign=hbr

Top URLs in Tweet in G10:
[2] https://sqoop.com/details/sec/0001193125-19-157213?aid=3044108&utm_medium=email&utm_source=s_alert#form
[1] https://www.wcpo.com/money/local-business-news/executive-pay-2018-could-your-family-get-by-on-median-pay
[1] https://1.next.westlaw.com/Document/I5e0d766d7c2711e9adfea82903531a62/View/FullText.html?transitionType=Default&contextData=(sc.Default)&VR=3.0&RS=cblt1.0&__lrTS=20190523074800981
[1] https://1.next.westlaw.com/Document/I0c3eacd4769c11e9adfea82903531a62/View/FullText.html?transitionType=Default&contextData=(sc.Default)&VR=3.0&RS=cblt1.0&__lrTS=20190517074749353
[1] https://1.next.westlaw.com/Document/Ifad2df9e75be11e9adfea82903531a62/View/FullText.html?transitionType=Default&contextData=(sc.Default)&VR=3.0&RS=cblt1.0&__lrTS=20190517074749281
[1] https://1.next.westlaw.com/Document/I369ed85e781b11e9adfea82903531a62/View/FullText.html?transitionType=Default&contextData=(sc.Default)&VR=3.0&RS=cblt1.0&__lrTS=20190518074755090
[1] https://1.next.westlaw.com/Document/I91ef5a187c2411e9adfea82903531a62/View/FullText.html?transitionType=Default&contextData=(sc.Default)&VR=3.0&RS=cblt1.0&__lrTS=20190523074801952
[1] https://1.next.westlaw.com/Document/Ia0daca757cd211e9adfea82903531a62/View/FullText.html?transitionType=Default&contextData=(sc.Default)&VR=3.0&RS=cblt1.0&__lrTS=20190524074811244
[1] https://1.next.westlaw.com/Document/Ia0daca7b7cd211e9adfea82903531a62/View/FullText.html?transitionType=Default&contextData=(sc.Default)&VR=3.0&RS=cblt1.0&__lrTS=20190524074811200
[1] https://www.westlaw.com/Document/I01e18d257d8d11e9adfea82903531a62/View/FullText.html?transitionType=Default&contextData=(sc.Default)&VR=3.0&RS=cblt1.0

Top Domains
Top Domains in Tweet in Entire Graph:
[290] harvard.edu
[234] ft.com
[226] twitter.com
[159] co.uk
[114] aravo.com
[112] reuters.com
[69] yahoo.com
[61] directorsandboards.com
[61] mckinsey.com
[58] wsj.com

Top Domains in Tweet in G1:
[97] co.uk
[76] ft.com
[61] twitter.com
[34] sustmememagazine.com
[32] harvard.edu
[31] reuters.com
[28] aravo.com
[26] mckinsey.com
[20] yahoo.com
[18] wsj.com

Top Domains in Tweet in G2:
[130] ft.com
[128] harvard.edu
[61] reuters.com
[59] twitter.com
[46] co.uk
[44] corpgovuk.com
[43] rentadirector.com
[43] bit.ly
[40] boardbookit.com
[39] tweetedtimes.com

Top Domains in Tweet in G3:
[69] aravo.com
[32] diligent.com
[29] harvard.edu
[26] nedworks.net
[16] ft.com
[16] linkedin.com
[16] deloitte.com
[15] insead.edu
[13] strategy-business.com
[12] co.uk

Top Domains in Tweet in G4:
[13] twitter.com
[12] fortune.com
[6] bloomberg.com
[3] 30percentcoalition.org
[3] cbc.ca
[2] footwearnews.com
[2] apnews.com
[2] prnewswire.com
[2] goo.gl
[2] yahoo.com

Top Domains in Tweet in G5:
[11] twitter.com
[8] marcrudov.com
[5] brandisdestiny.com
[2] prnewswire.com
[2] lnkd.in
[2] velaw.com
[2] dy.si
[1] womencorporatedirectors.org
[1] mit.edu
[1] cfo.com

Top Domains in Tweet in G6:
[14] radicalcompliance.com
[12] twitter.com
[4] t.co
[3] nasdaq.com
[2] bit.ly
[2] trustacrossamerica.com
[1] webcaster4.com
[1] litrail.lt
[1] wsj.com
[1] roseryan.com

Top Domains in Tweet in G7:
[5] com.au
[2] twitter.com
[2] net.au
[1] theguardian.com
[1] scottishlegal.com
[1] co.uk
[1] yaktrinews.com
[1] tribdem.com
[1] bbc.com
[1] routledge.com

Top Domains in Tweet in G8:
[17] paper.li
[6] cbsnews.com
[6] reuters.com
[6] twitter.com
[4] riskscreen.com
[3] finextra.com
[3] regulationasia.com
[3] bit.ly
[2] nytimes.com
[2] bloomberg.com

Top Domains in Tweet in G9:
[19] twitter.com
[17] hbr.org
[11] nytimes.com
[9] wsj.com
[6] washingtonpost.com
[5] newsweek.com
[4] youtube.com
[4] harvard.edu
[4] yahoo.com
[3] farient.com

Top Domains in Tweet in G10:
[10] westlaw.com
[2] sqoop.com
[1] wcpo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3964] corpgov
[320] esg
[247] compliance
[234] boardofdirectors
[234] governance
[190] grc
[168] ceo
[142] audit
[135] leadership
[117] board



Top Hashtags in Tweet in G1:
[1163] corpgov
[86] esg
[60] sustainability
[52] rating
[50] compliance
[49] sri
[48] boardofdirectors
[46] governance
[45] sustainablefinance
[41] investmentgrade

Top Hashtags in Tweet in G2:
[1565] corpgov
[111] esg
[91] boardofdirectors
[39] governance
[36] compliance
[35] leadership
[26] grc
[26] execpay
[25] sec
[25] ceo

Top Hashtags in Tweet in G3:
[473] corpgov
[97] governance
[93] grc
[87] compliance
[79] boardofdirectors
[73] board
[67] ceo
[64] cfo
[58] esg
[56] scm

Top Hashtags in Tweet in G4:
[104] corpgov
[31] boarddiversity
[21] esg
[12] diversity
[11] oregonproxy
[9] leadership
[8] business
[7] morewomenonboards
[6] boardroom
[4] governance

Top Hashtags in Tweet in G5:
[93] corpgov
[34] wcdsiliconvalley
[34] media
[34] tech
[33] ceos
[33] cxo
[33] radio
[33] tv
[33] csuite
[33] vc

Top Hashtags in Tweet in G6:
[72] corpgov
[23] compliance
[20] boardroom
[19] governance
[16] fcpa
[10] esg
[8] ethics
[7] cyber
[7] grc
[6] audit

Top Hashtags in Tweet in G7:
[24] corpgov
[13] childabuse
[9] abuseinsport
[6] yinhawangkaaboriginalcorporation
[6] insolvency
[4] nfp
[4] nonprofit
[3] coverup
[3] losangeles
[2] safeguardingfailure

Top Hashtags in Tweet in G8:
[55] corpgov
[42] compliance
[26] grc
[20] governance
[20] regulation
[18] ethics
[17] conduct
[15] aml
[15] culture
[15] internalaudit

Top Hashtags in Tweet in G9:
[57] corpgov
[25] hospital
[20] doctor
[17] ceo
[15] healthcare
[13] health
[13] womeninmedicine
[9] safety
[8] patientcare
[8] heforshe

Top Hashtags in Tweet in G10:
[17] corpgov
[3] execpay
[2] ceopay
[1] uber

Top Words
Top Words in Tweet in Entire Graph:
[2729] Words in Sentiment List#1: Positive
[1907] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[97096] Non-categorized Words
[101732] Total Words
[3964] #corpgov
[2053] togovern
[625] board
[472] corporate
[417] governance

Top Words in Tweet in G1:
[1163] #corpgov
[910] togovern
[140] board
[126] corporate
[119] governance
[93] s
[86] #esg
[83] new
[71] directors
[65] standard

Top Words in Tweet in G2:
[1565] #corpgov
[996] togovern
[231] board
[186] corporate
[154] governance
[147] more
[146] directors
[124] s
[120] new
[111] #esg

Top Words in Tweet in G3:
[473] #corpgov
[146] togovern
[97] #governance
[93] #grc
[87] #compliance
[79] #boardofdirectors
[78] governance
[75] #board
[69] board
[67] #ceo

Top Words in Tweet in G4:
[104] #corpgov
[48] board
[31] #boarddiversity
[30] women
[23] s
[21] #esg
[20] directors
[19] 30percentco
[18] more
[16] corporate

Top Words in Tweet in G5:
[93] #corpgov
[39] womencorpdirs
[34] #wcdsiliconvalley
[34] #media
[34] #tech
[33] #ceos
[33] #cxo
[33] #radio
[33] #tv
[33] #csuite

Top Words in Tweet in G6:
[81] nasdaqcorpgov
[72] #corpgov
[59] nasdaq
[40] follow
[36] insights
[35] trends
[30] launch
[29] twitter
[25] new
[23] more

Top Words in Tweet in G7:
[24] #corpgov
[14] 2rarely
[13] #childabuse
[12] abuse
[10] nfpdirectors
[9] #abuseinsport
[8] corpgovresearch
[7] celticfc
[7] board
[7] apologise

Top Words in Tweet in G8:
[55] #corpgov
[42] #compliance
[26] #grc
[20] #governance
[20] #regulation
[18] #ethics
[17] #conduct
[15] bank
[15] #aml
[15] #culture

Top Words in Tweet in G9:
[71] fr_hossain
[57] #corpgov
[42] s
[39] women
[26] pay
[25] #hospital
[21] health
[21] u
[20] #doctor
[20] companies

Top Words in Tweet in G10:
[62] lauraeweiss16
[61] stock
[61] hearing
[59] aoc
[59] asking
[59] buybacks
[59] long
[59] buildup
[59] question
[59] different

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1248] #corpgov,togovern
[266] gt,gt
[210] corporate,governance
[111] #esg,#corpgov
[100] #corpgov,#ceo
[99] board,directors
[98] harvardcorpgov,posted
[98] times,#corpgov
[80] #corpgov,#boardofdirectors
[73] #corpgov,#esg

Top Word Pairs in Tweet in G1:
[454] #corpgov,togovern
[73] corporate,governance
[60] standard,ethics
[50] #esg,#corpgov
[46] #corpgov,#sri
[45] #sri,#sustainablefinance
[41] #sustainablefinance,#investmentgrade
[39] gt,gt
[36] #sustainability,#rating
[35] times,#corpgov

Top Word Pairs in Tweet in G2:
[721] #corpgov,togovern
[84] corporate,governance
[68] harvardcorpgov,posted
[56] times,#corpgov
[54] #corpgov,#boardofdirectors
[41] #esg,#corpgov
[40] #corpgov,#esg
[37] reuters,#corpgov
[30] yahoo,finance
[29] finance,#corpgov

Top Word Pairs in Tweet in G3:
[73] #corpgov,togovern
[62] #corpgov,#ceo
[60] #board,#boardofdirectors
[58] #ceo,#cfo
[51] #boardofdirectors,#directorship
[51] #directorship,#governance
[38] #grc,#esg
[32] #leadership,#leader
[30] #modernboards,#corpgov
[26] #nonexecs,#corpgov

Top Word Pairs in Tweet in G4:
[13] #corpgov,#boarddiversity
[10] #boarddiversity,#corpgov
[10] #oregonproxy,votes
[9] long,term
[8] board,directors
[8] #esg,#corpgov
[7] directors,#corpgov
[6] women,color
[6] s,board
[6] board,#corpgov

Top Word Pairs in Tweet in G5:
[33] #ceos,#cxo
[33] #cxo,#radio
[33] #radio,#tv
[33] #tv,#csuite
[33] #csuite,#vc
[33] #vc,#privateequity
[33] #privateequity,#media
[33] #media,#chiefexecutive
[33] #chiefexecutive,#wallstreet
[33] #wallstreet,#retail

Top Word Pairs in Tweet in G6:
[35] insights,trends
[28] launch,nasdaqcorpgov
[22] trends,#corpgov
[19] twitter,follow
[18] martyn,chapman
[18] chapman,head
[18] head,strategy
[18] best,practices
[18] nasdaqcorpgov,twitter
[16] strategy,nasdaq

Top Word Pairs in Tweet in G7:
[8] #childabuse,#abuseinsport
[7] celticfc,board
[7] board,apologise
[7] apologise,boys
[7] boys,club
[7] club,abuse
[7] abuse,demand
[7] demand,inquiry
[7] inquiry,waddell
[7] waddell,#childabuse

Top Word Pairs in Tweet in G8:
[19] #governance,#corpgov
[17] #grc,#regulation
[10] #moneylaundering,#financialcrime
[10] recent,news
[10] news,curated
[10] curated,internal
[10] internal,auditors
[10] auditors,board
[10] board,members
[10] members,#internalaudit

Top Word Pairs in Tweet in G9:
[18] u,s
[12] health,care
[11] diversity,efforts
[11] efforts,directed
[11] directed,women
[11] women,tend
[11] tend,help
[11] help,white
[11] white,women
[11] women,women

Top Word Pairs in Tweet in G10:
[59] aoc,asking
[59] asking,stock
[59] stock,buybacks
[59] buybacks,hearing
[59] hearing,long
[59] long,buildup
[59] buildup,question
[59] question,different
[58] lauraeweiss16,aoc
[2] #execpay,#corpgov

Top Replied-To
Top Replied-To in Entire Graph:
@coach__trader
@governcenter
@opensecretsdc
@boardroominside
@akamalnath
@msadrak
@helenpitcher
@ciouk
@ekp
@punchconsult

Top Replied-To in G1:
@ekp
@excellencia_ltd

Top Replied-To in G2:
@boardroominside
@opensecretsdc
@akamalnath
@punchconsult
@proxyinsight
@mylogiq
@hasbro
@boeing
@att
@commonsbeis

Top Replied-To in G3:
@coach__trader
@governcenter
@msadrak
@briankstafford
@helenpitcher
@corpgovuk

Top Replied-To in G4:
@nargesnirumvala
@blakeslaw
@wgobcanada

Top Replied-To in G5:
@janyanehiro

Top Replied-To in G6:
@ciouk
@nelsongriggs
@garylabranche
@theacfe
@pcaob_news

Top Replied-To in G7:
@celticfc

Top Replied-To in G9:
@retheauditors
@magda_wierzycka
@harvard

Top Mentioned
Top Mentioned in Entire Graph:
@togovern
@harvardcorpgov
@nasdaqcorpgov
@aravo
@fr_hossain
@lauraeweiss16
@proxyinsight
@nasdaq
@aoc
@excellencia_ltd

Top Mentioned in G1:
@togovern
@aravo
@corpgovkodex
@harvardcorpgov
@standardethics
@proxyinsight
@sustmeme
@barkowconsult
@rentadirector
@excellencia_ltd

Top Mentioned in G2:
@togovern
@harvardcorpgov
@proxyinsight
@corpgovuk
@aravo
@excellencia_ltd
@nminow
@directorsboards
@financialtimes
@corpsecmag

Top Mentioned in G3:
@togovern
@diligenthq
@aravo
@briankstafford
@nacd
@mpborman
@ethicalboard
@inseadidn
@excellencia_ltd
@helenpitcher

Top Mentioned in G4:
@30percentco
@jenniferjpeet
@wgobcanada
@deboraherosati
@gm
@fortunemagazine
@skechersusa
@twitter
@cbcnews
@jeffagreen

Top Mentioned in G5:
@womencorpdirs
@marcrudov
@kpmg_us
@pennmutual
@bmo
@lathamwatkins
@fayfeeney
@delphitech
@enersysemea
@vinsonandelkins

Top Mentioned in G6:
@nasdaqcorpgov
@nasdaq
@compliancememe
@nelsongriggs
@ethisphere
@skulehouse
@cftc
@lrn
@bendipietro1
@tyfrancis

Top Mentioned in G7:
@2rarely
@nfpdirectors
@corpgovresearch
@richjweston
@marcialangton
@celticfc
@hogshead3au
@excellencia_ltd
@mel_raymond1

Top Mentioned in G8:
@s_gibbins
@betinabensignor
@complilearn
@transparenciae
@corpsecmag
@rgmarcosconsul1
@deutschebank
@wellsfargo
@laeschmandy
@hindenburg18

Top Mentioned in G9:
@fr_hossain
@harvard
@wsj
@harvardbiz
@mohossain
@afrakt
@morrowsodali
@economicpolicy
@soberlook
@axios

Top Mentioned in G10:
@lauraeweiss16
@aoc
@skechersusa
@oxy_petroleum
@aig
@uber

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@robinsnewswire
@sectest9
@british_airways
@chidambara09
@tradnews_
@vipmediaevent
@walmart
@guardian
@tottenbill

Top Tweeters in G1:
@americanair
@british_airways
@fintechna
@lesechos
@welt
@scmpnews
@abcdigital
@forbes
@ukbizz
@paintsandsings

Top Tweeters in G2:
@robinsnewswire
@guardian
@business
@nytimes
@togovern
@financialtimes
@ft
@andrewmorrisuk
@kellylmckevitt
@muzaffar1969

Top Tweeters in G3:
@sectest9
@releaseteam
@santchiweb
@fleejack
@moneycontrolcom
@julie_hutchison
@race2diversity
@daviddoughty
@dcarsoncpa_mfc
@median_red

Top Tweeters in G4:
@washingtonpost
@cbcnews
@fortunemagazine
@qz
@sitatthetable
@harvardbiz
@rebcruz
@jcpenney
@zapwoman
@technology

Top Tweeters in G5:
@calcaware
@aldo_zaffalon
@industryai
@infosec_tourist
@bmo
@catalystinc
@digitalscurf
@larrylarmeu
@philzcoffee
@graemedebruyn

Top Tweeters in G6:
@tradnews_
@vipmediaevent
@barbarakimmel
@kearny2014
@nasdaq
@sundayphillips_
@tekzilla_it
@bethbrav
@peace9250
@ethicsintegrity

Top Tweeters in G7:
@marieco92176893
@gatty54
@indigenousx
@celticfc
@laudafinem
@thewarroomnz
@richjweston
@saintfrankly
@marcialangton
@traceyspicer

Top Tweeters in G8:
@tichitsinde
@misscherryjones
@rgmarcos25
@cincodiascom
@thinksnews
@intedya
@1whistleblowers
@vonyaglobal
@debrawheatman
@edfenergyex

Top Tweeters in G9:
@reuters
@wsj
@marketwatch
@alleywatch
@retheauditors
@afrakt
@abajournal
@kevinmd
@axios
@mededbot

Top Tweeters in G10:
@tottenbill
@pkanagaratnam
@chark5678
@greillypost
@armani_melo
@bentlybooboo
@equi_noctis
@rsh17d_r
@gis_guru
@dianame67242457