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corpgov_2021-04-24_20-01-20.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 25, 2021
Short Description:
corpgov via NodeXL https://bit.ly/3tRGnNd
@excellencia_ltd
@do_kinder
@braincures
@corpgovuk
@theesgys
@harvardcorpgov
@sustaintrends
@mpborman
@standardethics
@dougchia

Top hashtags:
#corpgov
#esg
#csr
#ceo
#cfo
#grc
#sustainability
#boardofdirectors
#governance

Description:
Description
The graph represents a network of 1,789 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, 25 April 2021 at 03:06 UTC.

The requested start date was Sunday, 25 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 7-hour, 39-minute period from Sunday, 11 April 2021 at 01:05 UTC to Saturday, 24 April 2021 at 08:45 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 : 1789
Unique Edges : 1825
Edges With Duplicates : 4573
Total Edges : 6398
Number of Edge Types : 5
Tweet : 1432
Retweet : 906
MentionsInRetweet : 1755
Mentions : 2218
Replies to : 87
Self-Loops : 1521
Reciprocated Vertex Pair Ratio : 0.0379697791553661
Reciprocated Edge Ratio : 0.0731616274729377
Connected Components : 156
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 1423
Maximum Edges in a Connected Component : 5825
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.741518
Graph Density : 0.000837519367049193
Modularity : 0.351697
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,789 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, 25 April 2021 at 03:06 UTC.

The requested start date was Sunday, 25 April 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 7-hour, 39-minute period from Sunday, 11 April 2021 at 01:05 UTC to Saturday, 24 April 2021 at 08:45 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:
[32] http://www.streetinsider.com/
[19] https://redthreadresearch.com/deib-tech-2021-infographic/
[19] https://redthreadresearch.com/membership/
[14] https://tweetedtimes.com/v/8663?s=rgp
[13] https://lmrconnect.force.com/s/lt-event?id=a3H1H000000U2v2UAC
[13] https://tweetedtimes.com/v/2019?s=rgp
[9] https://corpgov.law.harvard.edu/2021/04/18/when-disclosure-is-the-better-part-of-valor-lessons-from-the-att-regulation-fd-enforcement-action/
[8] https://podcasts.apple.com/us/podcast/the-fight-for-latino-representation-in-the-boardroom/id1462449171?i=1000514175761
[8] https://advisory.kpmg.us/articles/2021/on-the-cae-agenda.html?utm_source=boardleadershipw403_21&utm_medium=email&mid=m-00002207&utm_campaign=c-00100719&cid=c-00100719
[8] https://corpgov.law.harvard.edu/2021/04/16/interest-in-spacs-is-boomingand-so-is-the-risk-of-litigation/

Top URLs in Tweet in G1:
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D8Ytw1gVYVL8&q=EgS4SO-bGNXR3fsFIhkA8aeDS1fQK4J8p801ucB42lDBYDK7LahkMgFy
[1] https://www.fiercepharma.com/special-report/top-15-highest-paid-biopharma-ceos-2019
[1] https://twitter.com/do_kinder/status/1287843650924433409
[1] https://www.forbes.com/sites/michelatindera/2020/01/23/former-billionaire-john-kapoor-sentenced-to-55-years-in-prison/?sh=741a39347ab1
[1] https://www.theguardian.com/business/2016/may/31/deloitte-highest-ever-proportion-female-partners
[1] https://www.peoplemanagement.co.uk/news/articles/hr-issues-whistleblowers-complaints
[1] https://www.sciencemag.org/news/2018/12/private-research-funders-court-controversy-billions-secretive-investments
[1] https://www.theguardian.com/business/2018/aug/15/uk-top-bosses-pay-rise-average-earnings-hit-39m-2017-high-pay-centre
[1] https://thepeninsulaqatar.com/article/18/01/2017/%E2%80%9CWait-and-see%E2%80%9D-no-longer-an-option-for-disaster-response-IFRC-chief
[1] https://www.afr.com/companies/professional-services/deloitte-covered-up-attempted-rape-allegations-20180619-h11kxp

Top URLs in Tweet in G2:
[32] http://www.streetinsider.com/
[11] https://lmrconnect.force.com/s/lt-event?id=a3H1H000000U2v2UAC
[6] https://corpgov.law.harvard.edu/2021/04/16/interest-in-spacs-is-boomingand-so-is-the-risk-of-litigation/
[5] https://www.wsj.com/articles/covid-19-brought-the-economy-to-its-knees-but-ceo-pay-surged-11618142400
[5] https://corpgov.law.harvard.edu/2021/04/18/when-disclosure-is-the-better-part-of-valor-lessons-from-the-att-regulation-fd-enforcement-action/
[5] https://corpgov.law.harvard.edu/2021/04/17/integrating-sustainability-and-long-term-planning-for-the-biopharma-sector/
[5] https://foresight.board-ops.com/
[5] https://fortune.com/2021/04/11/greenwashing-esg-businesses-corporations-climate-change/
[4] https://www.radicalcompliance.com/2021/04/09/compliance-jobs-report-april-9/
[4] https://www.forbes.com/sites/betsyatkins/2021/04/12/why-startups-are-increasingly-prioritizing-corporate-governance-as-their-businesses-scale/

Top URLs in Tweet in G3:
[13] https://redthreadresearch.com/deib-tech-2021-infographic/
[13] https://redthreadresearch.com/membership/
[6] https://twitter.com/FwdHumanity/status/1364622864255619074
[4] https://twitter.com/martinhoyes/status/1367214990801825792
[3] https://abc.xyz/investor/news/releases/2021/0420/
[3] https://practicalesg.com/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252589
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253103
[3] https://twitter.com/ExchangeSeva/status/1377019951861563397
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252584

Top URLs in Tweet in G4:
[14] https://tweetedtimes.com/v/8663?s=rgp
[13] https://tweetedtimes.com/v/2019?s=rgp
[6] https://twitter.com/SocialBoxBiz/status/1385262461817958411
[4] https://events.r20.constantcontact.com/register/eventReg?oeidk=a07ehugc2w0df86ddac&oseq=&c=&ch=
[4] https://www.ft.com/content/0676c6f6-1ad2-490d-b8cf-d3bccdb76182
[3] https://nedworks.net/?p=660118
[3] https://corpgov.law.harvard.edu/2021/04/18/when-disclosure-is-the-better-part-of-valor-lessons-from-the-att-regulation-fd-enforcement-action/
[3] https://twitter.com/jchengwsj/status/1382310417532211201
[3] https://twitter.com/ICCRonline/status/1384600600357212163
[3] https://directorsforum.com/event/ubers_journey/

Top URLs in Tweet in G5:
[8] https://advisory.kpmg.us/articles/2021/on-the-cae-agenda.html?utm_source=boardleadershipw403_21&utm_medium=email&mid=m-00002207&utm_campaign=c-00100719&cid=c-00100719
[6] https://redthreadresearch.com/deib-tech-2021-infographic/
[6] https://redthreadresearch.com/membership/
[6] https://www.pearlmeyer.com/knowledge-share/article/this-year-it-goes-beyond-healthcare-executive-pay-top-five-concerns-for-healthcare-boards-in-2021
[4] https://info.kpmg.us/news-perspectives/advancing-the-profession/audit-insights/audit-committees-prioritize-cybersecurity.html
[3] https://apnews.com/article/biden-200-million-coronavirus-vaccine-shot-goal-72f81e42d17e7aa9549e36213c9b42a8
[3] https://boardleadership.kpmg.us/relevant-topics/articles/2020/how-boards-can-help-debias-ai.html?utm_source=boardleadershipw204_21&utm_medium=email&mid=m-00002207&utm_campaign=c-00102179&cid=c-00102179
[3] https://advisory.kpmg.us/events/webcast-homepage/2021/federal-agenda-impact-esg-imperatives.html?utm_source=boardleadershipw304_21&utm_medium=email&mid=m-00002207&utm_campaign=c-00102180&cid=c-00102180
[3] https://www.pwc.com/us/en/cfodirect/accounting-podcast/forecast-2021-cyber-risk-strategy.html?utm_campaign=sbpwc&utm_medium=newsletter&utm_source=insights&utm_content=20210406
[3] https://insight.kellogg.northwestern.edu/article/pandemic-accelerate-job-automation-inequality?utm_source=subscriber&utm_medium=email&utm_campaign=pianomailer032021&pnespid=gvdg_eFWWRWND0dNZzttPeE5NNIMHpOfdw8zHFSu

Top URLs in Tweet in G6:
[3] https://corpgov.law.harvard.edu/2021/02/16/a-conversation-with-bill-ackman/
[2] https://corpgov.law.harvard.edu/2021/04/12/executive-pay-and-esg-performance/
[2] https://corpgov.law.harvard.edu/2021/04/12/the-structure-of-the-board-of-directors-boards-and-governance-strategies-in-the-us-the-uk-and-germany/
[2] https://itunes.apple.com/us/podcast/boardroom-bound/id1451504258
[1] https://www.boursorama.com/patrimoine/actualites/l-isr-a-le-vent-en-poupe-b1fc07708657ad52680a2b8c690be012
[1] https://t.e2ma.net/webview/ex234d/d46753f8832db7537c0ac24a8098cda0
[1] https://corpgov.law.harvard.edu/2021/04/10/federal-court-dismisses-derivative-complaint-seeking-to-impose-esg-initiatives-on-a-public-company/#more-137259
[1] https://www.amazon.com/Corporate-Concepts-Insights-Stephen-Bainbridge/dp/1684678234?dchild=1&keywords=bainbridge+corporate+law&qid=1618270048&sr=8-2&linkCode=shr&tag=corporatilawa-20&language=en_US&ref_=as_li_ss_shr&creativeASIN=1684678234&camp=213733&creative=393177&linkId=ca0bb4f5984c4d8ca238cf290af51349
[1] https://twitter.com/daskeel/status/1381603904153137153
[1] https://us02web.zoom.us/webinar/register/9616167735595/WN_b0AnjmFDSf2sN0NYWflm1w?utm_campaign=Season%20Previews&utm_content=160380300&utm_medium=social&utm_source=twitter&hss_channel=tw-526806769

Top URLs in Tweet in G7:
[5] https://www.standardethics.eu/media-en/ratings-calendar/standard-ethics-calendar-2-2021
[2] https://ethicalboardroom.com/purposeful-business/?utm_sq=gpn8luf4r1&utm_source=twitter&utm_medium=social&utm_campaign=inseadidn&utm_content=curfidntwne2w
[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://blogs.insead.edu/idpn-globalclub/board/
[2] https://www.standardethics.eu/media-en/press-releases
[1] https://www.linkedin.com/posts/tatar-sonia-7a59505_boardsofdirectors-corporategovernance-leadership-activity-6785192869142560768-29Op?utm_sq=gpj6r0rwgu&utm_source=twitter&utm_medium=social&utm_campaign=inseadidn&utm_content=curfidnlitw1w
[1] https://blogs.insead.edu/idpn-globalclub/contacts-with-ambassadors/?utm_sq=fvypvd4ipc&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=INSEADIDNPosts
[1] https://www.linkedin.com/posts/tatar-sonia-7a59505_boardsofdirectors-corporategovernance-leadership-activity-6785192869142560768-29Op?utm_sq=gpdengv8xk&utm_source=twitter&utm_medium=social&utm_campaign=inseadidn&utm_content=curfidnlitw1w
[1] https://twitter.com/StandardEthics/status/1384782200596480005
[1] https://www.standardethics.eu/media-en/press-releases/standard-ethics-assigns-positive-outlook-to-snam

Top URLs in Tweet in G8:
[4] https://www.equilar.com/diversity
[2] https://us02web.zoom.us/meeting/register/tZMocO-przgoHtNDxSZTD2U4FXlIguaxnP0o
[2] https://www.directorsandboards.com/news/latino-board-appointments-331-first-quarter
[2] https://www.directorsandboards.com/articles/singlered-corporation-blue-corporation-corporate-political-speech-becomes-board-issue
[1] https://www.freep.com/story/money/cars/ford/2021/04/11/harley-davidsons-team-leaders-include-ford-ceo-jim-farley/7175167002/
[1] https://www.pionline.com/esg/move-link-exec-pay-esg-integration-growing
[1] https://www.privatecompanydirector.com/deb-boyda
[1] https://www.prnewswire.com/news-releases/summit-hotel-properties-appoints-independent-director-301268129.html
[1] https://www.jdsupra.com/legalnews/heads-up-for-2021-proxy-season-focus-on-9829174/
[1] https://www.globenewswire.com/news-release/2021/04/19/2212718/0/en/Appointment-of-Martine-Zimmermann-as-Independent-Director-to-Inventiva-s-Board-of-Directors.html

Top URLs in Tweet in G9:
[4] https://sec.gov/
[2] https://www.dinamedland.me/board-talk/oemymznnxluwwxucsx0cn8vmccscgw
[2] https://www.cgi.org.uk/maintenance.html
[2] https://boardandfraud.com/2021/04/15/governance-fraud-and-corporate-culture-sorting-through-a-complicated-relationship/
[2] https://www.sec.gov/news/public-statement/lee-climate-change-disclosures#.YHXeqXQoXo8.twitter
[2] https://corpgov.law.harvard.edu/2021/04/21/the-giant-shadow-of-corporate-gadflies/
[1] https://grc2020.com/2021/04/22/is-your-organization-lawful-good-or-chaotic-evil/
[1] https://blog.volkovlaw.com/2021/04/episode-189-a-review-of-the-esg-movement/
[1] https://www.accountingtoday.com/podcast/new-directions-in-audit
[1] https://hbr.org/2021/05/the-high-cost-of-poor-succession-planning

Top URLs in Tweet in G10:
[6] https://www.frbsf.org/economic-research/files/wp2021-04.pdf
[4] https://podcasts.apple.com/us/podcast/the-fight-for-latino-representation-in-the-boardroom/id1462449171?i=1000514175761
[4] https://www.ft.com/content/c1d64eff-7cfb-4f73-9a48-45857640f9a9
[3] https://twitter.com/fr_hossain/status/1380380160214540289
[3] https://www.sciencedirect.com/science/article/abs/pii/S0304405X21000817
[3] https://twitter.com/fr_hossain/status/915034661868449793
[3] https://www.wsj.com/articles/microsofts-nuance-gambit-shows-healthcare-is-next-tech-battleground-11618314585
[3] https://hbr.org/2020/12/research-women-are-better-leaders-during-a-crisis
[3] https://www.economist.com/business/2021/04/14/ceo-activism-in-america-is-risky-business
[2] https://www.diligentinstitute.com/director-confidence-index-march-2021/

Top Domains
Top Domains in Tweet in Entire Graph:
[259] twitter.com
[251] corpgovuk.com
[172] harvard.edu
[140] sec.gov
[70] streetinsider.com
[67] nedworks.net
[57] bit.ly
[56] ft.com
[48] linkedin.com
[42] globenewswire.com

Top Domains in Tweet in G1:
[4] co.uk
[2] twitter.com
[2] theguardian.com
[1] google.com
[1] fiercepharma.com
[1] forbes.com
[1] sciencemag.org
[1] thepeninsulaqatar.com
[1] afr.com
[1] nytimes.com

Top Domains in Tweet in G2:
[139] corpgovuk.com
[87] twitter.com
[80] harvard.edu
[68] streetinsider.com
[48] bit.ly
[32] ft.com
[25] yahoo.com
[24] prnewswire.com
[24] mckinsey.com
[20] globenewswire.com

Top Domains in Tweet in G3:
[26] redthreadresearch.com
[22] twitter.com
[9] nodexlgraphgallery.org
[6] prnewswire.com
[4] businesswire.com
[4] practicalesg.com
[3] barrons.com
[3] abc.xyz
[3] jdsupra.com
[3] msci.com

Top Domains in Tweet in G4:
[112] corpgovuk.com
[70] twitter.com
[67] nedworks.net
[27] tweetedtimes.com
[20] co.uk
[15] boardagenda.com
[13] ft.com
[13] sec.gov
[12] net.au
[11] linkedin.com

Top Domains in Tweet in G5:
[25] twitter.com
[18] kpmg.us
[17] pearlmeyer.com
[15] linkedin.com
[13] govenda.com
[12] redthreadresearch.com
[10] reuters.com
[8] pwc.com
[8] forbes.com
[7] bcg.com

Top Domains in Tweet in G6:
[28] harvard.edu
[24] pwc.com
[4] twitter.com
[3] linkedin.com
[2] reuters.com
[2] regulationasia.com
[2] apple.com
[2] goo.gl
[2] bit.ly
[1] boursorama.com

Top Domains in Tweet in G7:
[18] standardethics.eu
[6] twitter.com
[4] standardethicsrating.eu
[3] insead.edu
[2] linkedin.com
[2] ethicalboardroom.com
[2] com.au
[2] standardethicsindices.eu
[1] ilcittadinoonline.it
[1] aboutpharma.com

Top Domains in Tweet in G8:
[7] equilar.com
[6] directorsandboards.com
[4] bloomberg.com
[3] pionline.com
[3] zoom.us
[2] prnewswire.com
[2] globenewswire.com
[2] yahoo.com
[1] freep.com
[1] privatecompanydirector.com

Top Domains in Tweet in G9:
[9] sec.gov
[4] cooleypubco.com
[4] stanford.edu
[4] wiley.com
[3] wsj.com
[3] harvard.edu
[2] dinamedland.me
[2] org.uk
[2] pwc.com
[2] boardandfraud.com

Top Domains in Tweet in G10:
[19] twitter.com
[8] ft.com
[6] hbr.org
[6] wsj.com
[6] frbsf.org
[5] apple.com
[4] nytimes.com
[3] sciencedirect.com
[3] economist.com
[3] mmc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2643] corpgov
[642] esg
[228] csr
[174] ceo
[173] cfo
[173] grc
[172] sustainability
[162] boardofdirectors
[155] governance
[139] dei



Top Hashtags in Tweet in G1:
[17] corpgov
[4] whistleblowers
[4] deloitte
[3] sdg16
[2] anticorruption
[2] governance
[2] globalgoals
[2] sdgs
[2] ukemplaw
[2] emplaw

Top Hashtags in Tweet in G2:
[969] corpgov
[108] esg
[55] grc
[42] dei
[30] sec
[22] compliance
[21] proxyseason
[19] csr
[12] spacs
[11] governance

Top Hashtags in Tweet in G3:
[177] esg
[170] corpgov
[138] csr
[125] esgys
[88] sustainability
[54] dei
[53] nonprofit
[50] deib
[50] hranalytics
[50] wellbeing

Top Hashtags in Tweet in G4:
[589] corpgov
[89] esg
[66] nonexecs
[36] csr
[34] boardofdirectors
[29] racialequityaudit
[28] dei
[25] leadership
[22] grc
[22] governance

Top Hashtags in Tweet in G5:
[266] corpgov
[148] cfo
[140] ceo
[118] esg
[110] boardofdirectors
[90] governance
[85] grc
[82] board
[71] directorship
[58] chro

Top Hashtags in Tweet in G6:
[58] corpgov
[29] esg
[6] governance
[5] grc
[5] aml
[5] kyc
[5] moneylaundering
[5] financialcrime
[5] risk
[5] regulation

Top Hashtags in Tweet in G7:
[41] corpgov
[34] sustainability
[33] esg
[32] rating
[31] sustainablefinance
[30] sri
[30] complyingwiththefuture
[28] investmentgrade
[25] ratings
[8] banks

Top Hashtags in Tweet in G8:
[57] corpgov
[11] diversity
[8] esg
[8] equilardiversitynetwork
[7] leadership
[6] diversityincludeslatinos
[6] california
[6] texas
[5] latino
[4] lcdamember

Top Hashtags in Tweet in G9:
[46] corpgov
[9] esg
[7] compliance
[6] riskmanagement
[5] sec
[4] ethics
[4] corporategovernance
[3] mena
[3] litreview
[3] cgirjournal

Top Hashtags in Tweet in G10:
[40] corpgov
[12] womeninmedicine
[12] health
[11] hospital
[9] moderngovernance
[9] medtwitter
[9] bettertogether
[8] healthcare
[7] doctor
[7] womeninstem

Top Words
Top Words in Tweet in Entire Graph:
[2643] #corpgov
[644] #esg
[619] board
[523] togovern
[266] corporate
[243] governance
[228] #csr
[175] directors
[174] #ceo
[173] #cfo

Top Words in Tweet in G1:
[57] braincures
[45] do_kinder
[41] drumeshprabhu
[35] googleexpertuk
[25] proftimnoakes
[17] #corpgov
[15] shesrideordie
[15] shades_dirty
[14] wb_uk
[12] thepeopleshubuk

Top Words in Tweet in G2:
[969] #corpgov
[476] togovern
[137] board
[124] governance
[119] corporate
[108] #esg
[80] shareholder
[61] business
[57] announces
[56] posted

Top Words in Tweet in G3:
[178] #esg
[170] #corpgov
[138] #csr
[125] #esgys
[88] #sustainability
[55] martinhoyes
[54] #dei
[53] #nonprofit
[50] #deib
[50] #hranalytics

Top Words in Tweet in G4:
[589] #corpgov
[113] corpgovuk
[93] board
[89] #esg
[66] #nonexecs
[55] executive
[54] non
[50] director
[44] togovern
[39] shareholder

Top Words in Tweet in G5:
[266] #corpgov
[148] #cfo
[140] #ceo
[119] #esg
[110] #boardofdirectors
[90] #governance
[85] #grc
[82] #board
[71] #directorship
[59] board

Top Words in Tweet in G6:
[58] #corpgov
[48] dashboard
[35] boards
[29] #esg
[24] initiatives
[21] help
[20] use
[16] company
[16] oversight
[13] board

Top Words in Tweet in G7:
[41] #corpgov
[35] standard
[35] ethics
[34] #sustainability
[33] #esg
[32] #rating
[31] #sustainablefinance
[30] #sri
[30] #complyingwiththefuture
[28] #investmentgrade

Top Words in Tweet in G8:
[58] board
[57] #corpgov
[34] directors
[32] latinodirectors
[16] appointed
[16] based
[15] companies
[15] congrats
[15] california
[13] nyse

Top Words in Tweet in G9:
[46] #corpgov
[20] concept
[14] corp
[14] governance
[13] gov
[13] overviews
[12] esg
[12] stanfordcorpgov
[11] updates
[11] key

Top Words in Tweet in G10:
[61] fr_hossain
[48] women
[40] #corpgov
[19] female
[17] ceo
[17] pay
[15] companies
[15] labor
[14] more
[13] leaders

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[421] #corpgov,togovern
[170] #esg,#corpgov
[138] #corpgov,#ceo
[135] #ceo,#cfo
[115] #corpgov,#esg
[114] corporate,governance
[104] board,directors
[94] #esgys,#esg
[83] #board,#boardofdirectors
[82] #esg,#grc

Top Word Pairs in Tweet in G1:
[21] drumeshprabhu,braincures
[15] shesrideordie,googleexpertuk
[15] googleexpertuk,shades_dirty
[15] shades_dirty,drumeshprabhu
[13] do_kinder,shesrideordie
[13] do_kinder,braincures
[11] evidencebase_im,techscommit
[9] braincures,delusionalacad1
[9] delusionalacad1,proftimnoakes
[9] proftimnoakes,angelasuttner

Top Word Pairs in Tweet in G2:
[399] #corpgov,togovern
[58] corporate,governance
[51] #corpgov,#grc
[46] #corpgov,#esg
[26] finance,#corpgov
[24] prnewswire,#corpgov
[24] yahoo,finance
[23] shareholder,alert
[23] non,executive
[23] harvardcorpgov,posted

Top Word Pairs in Tweet in G3:
[86] #esgys,#esg
[63] #esg,#corpgov
[38] #wellbeing,#nonprofit
[33] #hranalytics,#wellbeing
[30] #deib,#diversity
[24] #esgys,#corpgov
[23] #corpgov,#csr
[21] #learning,#upskilling
[18] #corpgov,#sustainability
[18] #esg,report

Top Word Pairs in Tweet in G4:
[66] #nonexecs,#corpgov
[51] non,executive
[32] executive,director
[22] director,#nonexecs
[22] #corpgov,togovern
[21] #corpgov,#esg
[19] #leadership,#boardofdirectors
[18] #esg,#corpgov
[18] #corpgov,#leadership
[16] #racialequityaudit,proposal

Top Word Pairs in Tweet in G5:
[120] #corpgov,#ceo
[117] #ceo,#cfo
[71] #board,#boardofdirectors
[71] #esg,#grc
[61] #boardofdirectors,#directorship
[52] #directorship,#governance
[48] #chro,#hcm
[39] #cfo,#esg
[27] #cfo,#chro
[27] #cfo,#cio

Top Word Pairs in Tweet in G6:
[24] dashboard,#corpgov
[24] #corpgov,#esg
[19] use,dashboard
[14] dashboard,help
[14] company,initiatives
[10] boards,start
[10] start,oversight
[10] oversight,diversity
[10] diversity,inclusion
[10] inclusion,initiatives

Top Word Pairs in Tweet in G7:
[35] standard,ethics
[31] #esg,#corpgov
[30] #corpgov,#sri
[28] #sri,#sustainablefinance
[28] #sustainablefinance,#investmentgrade
[27] #investmentgrade,#complyingwiththefuture
[17] #sustainability,#ratings
[15] #sustainability,#rating
[12] issued,standard
[12] #ratings,#esg

Top Word Pairs in Tweet in G8:
[25] board,directors
[15] appointed,california
[15] california,based
[11] latinodirectors,congrats
[10] recent,appointment
[8] latino,board
[8] congratulations,#equilardiversitynetwork
[8] #equilardiversitynetwork,member
[6] #diversityincludeslatinos,#corpgov
[6] msn_money,statement

Top Word Pairs in Tweet in G9:
[13] corp,gov
[10] stanford,corp
[10] gov,updates
[10] updates,core
[10] core,concept
[10] concept,series
[10] series,concept
[10] concept,guides
[10] guides,provide
[10] provide,overviews

Top Word Pairs in Tweet in G10:
[10] getting,women
[10] women,back
[10] back,workforce
[10] workforce,priority
[10] priority,fed
[10] fed,less
[10] less,women
[10] women,exploit
[9] exploit,higher
[9] higher,wage

Top Replied-To
Top Replied-To in Entire Graph:
@braincures
@osha_dol
@theeconomist
@do_kinder
@nminow
@googleexpertuk
@shesrideordie
@fwdhumanity
@prevalentnet
@harvardcorpgov

Top Replied-To in G1:
@braincures
@do_kinder
@googleexpertuk
@shesrideordie
@laserhaas01
@drnancyolivieri
@jengwenbrown
@fayway

Top Replied-To in G2:
@theeconomist
@osha_dol
@nminow
@prevalentnet
@harvardcorpgov
@ggekko1pty
@nypost
@wsj
@corpgovnet
@reuters

Top Replied-To in G3:
@fwdhumanity
@siriuspointltd
@msci_inc
@unicef

Top Replied-To in G4:
@przemekstanisz3
@robert_sochacki

Top Replied-To in G5:
@phchf
@kathyhubbard6
@skeptech
@farient
@womencompliance

Top Replied-To in G7:
@insead

Top Replied-To in G8:
@nacd
@business

Top Mentioned
Top Mentioned in Entire Graph:
@togovern
@corpgovuk
@mpborman
@martinhoyes
@fr_hossain
@harvardcorpgov
@braincures
@do_kinder
@theesgys
@drumeshprabhu

Top Mentioned in G1:
@braincures
@do_kinder
@drumeshprabhu
@googleexpertuk
@proftimnoakes
@shades_dirty
@wb_uk
@shesrideordie
@thepeopleshubuk
@jeremyfarrar

Top Mentioned in G2:
@togovern
@harvardcorpgov
@dougchia
@barsallocarlos
@alicekorngold
@lmrconnect
@dinamedland
@ft
@corpgovnet
@nminow

Top Mentioned in G3:
@martinhoyes
@theesgys
@redthreadre
@sasb
@do_kinder
@gri_secretariat
@globalcompact
@mpborman
@braincures
@fsb_tcfd

Top Mentioned in G4:
@corpgovuk
@ctwinvgrp
@2rarely
@togovern
@jdrurypartners
@mpborman
@theesgys
@nedworks
@alicekorngold
@martinhoyes

Top Mentioned in G5:
@mpborman
@kpmg
@marcrudov
@lucymarcus
@pwc
@excellencia_ltd
@martinhoyes
@thebossofstress
@govendahq
@theesgys

Top Mentioned in G6:
@seemasapralaw

Top Mentioned in G7:
@ethicalboard
@insead
@inseadidn
@inseadalumni
@finanza_online
@snam
@cfauk
@portfadviser
@standardethics
@tatar

Top Mentioned in G8:
@latinodirectors
@equilarinc
@business
@msn_money
@pensionsnews
@redwoodtrustinc
@kpmg_us
@cbruzzo
@bootbarn
@dfinsolutions

Top Mentioned in G9:
@stanfordcorpgov
@cooleyllp
@cgirjournal
@harvardcorpgov
@dinamedland
@jtmarkscpa
@cci_compliance
@audit
@wsj
@miflickinger

Top Mentioned in G10:
@fr_hossain
@sffed
@nacd
@diligenthq
@directorpod
@security_score
@cyberalliance
@ihsmarkit
@gndi_org
@corpgovuk

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@americanair
@s9tmt
@cybersec_feeds
@chidambara09
@lindaleeking
@gambiste1
@femtech_
@independent
@evankirstel

Top Tweeters in G1:
@s9tmt
@lindaleeking
@independent
@sandradunn1955
@morgfair
@googleexpertuk
@bbcnews
@nicochan33
@mortgageconsult
@drumeshprabhu

Top Tweeters in G2:
@jjj5819
@reuters
@tichitsinde
@wsj
@cbsnews
@togovern
@ft
@fastcompany
@theeconomist
@fortunemagazine

Top Tweeters in G3:
@chipotletweets
@jetblue
@mjoehlerich
@jfsebastian146
@msianinsight
@salliemae
@tri26
@sustaintrends
@verizon
@google

Top Tweeters in G4:
@americanair
@southwestair
@pckj3627
@businessinsider
@business
@nypost
@mailonline
@mercnews
@financialtimes
@paintsandsings

Top Tweeters in G5:
@cybersec_feeds
@chidambara09
@ssxman2
@dataaugmented
@trendsinai
@nytimes
@cnbc
@artificialbra1n
@inc
@forbes

Top Tweeters in G6:
@justiceoutcry
@seemasapralaw
@djdrek84
@maxhenry
@kelcorp
@rajthamotheram
@sanderssays
@chamangwizah
@rogermccormick1
@hcrubin2009

Top Tweeters in G7:
@parismatch
@diepressecom
@milanofinanza
@ansa_economia
@irishtimesbiz
@zonebourse
@italiaoggi
@cittadinoonline
@investmentweek
@finanza_online

Top Tweeters in G8:
@ap
@freep
@deadline
@kohls
@polypolilive
@jdsupra
@yahoo
@cibc
@nasdaq
@pensionsnews

Top Tweeters in G9:
@manhattaninst
@oceg
@bobtannous
@normanmarks
@wileybusiness
@leandro_aragao
@cci_compliance
@cooleyllp
@deloitteriskfin
@petrina7

Top Tweeters in G10:
@femtech_
@botfemale
@mededbot
@propublica
@womeninstemsa
@in_stemm
@econotw
@fr_hossain
@mohossain
@marshmclennan


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