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corpgov_2019-12-15_17-17-28.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 16, 2019
Short Description:
corpgov via NodeXL http://bit.ly/2PP4Eks
@excellencia_ltd
@gambiste1
@harvardcorpgov
@nancylevine
@mpborman
@equilarinc
@fr_hossain
@corpgovuk
@standardethics
@mikequindazzi

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

Description:
Description
The graph represents a network of 2,069 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, 16 December 2019 at 01:18 UTC.

The requested start date was Monday, 16 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 12-day, 9-hour, 34-minute period from Monday, 02 December 2019 at 01:37 UTC to Saturday, 14 December 2019 at 11:12 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 : 2069
Unique Edges : 3005
Edges With Duplicates : 6715
Total Edges : 9720
Number of Edge Types : 3
Tweet : 1643
Mentions : 7900
Replies to : 177
Self-Loops : 1643
Reciprocated Vertex Pair Ratio : 0.0440501682471704
Reciprocated Edge Ratio : 0.084383240550835
Connected Components : 163
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 1709
Maximum Edges in a Connected Component : 9175
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.889091
Graph Density : 0.000797673681583063
Modularity : 0.305941
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,069 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, 16 December 2019 at 01:18 UTC.

The requested start date was Monday, 16 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 12-day, 9-hour, 34-minute period from Monday, 02 December 2019 at 01:37 UTC to Saturday, 14 December 2019 at 11:12 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:
[28] http://tweetedtimes.com/v/8663
[26] https://www.equilar.com/reports/table-equilar-200-new-york-times-highest-paid-ceos-2019.html
[17] https://corpgov.law.harvard.edu/2019/12/02/esg-reporting-best-practices/
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188397
[16] https://www.equilar.com/boardedge?utm_source=twitter&utm_medium=social&utm_campaign=content
[16] https://corpgov.law.harvard.edu/2019/12/10/thoughts-for-boards-of-directors-in-2020/
[14] https://equilar.com/boardedge
[14] https://www.weforum.org/agenda/2019/11/passwords-cybersecurity-passwordless/
[13] http://tweetedtimes.com/v/2019
[11] http://www.nfnvkenya.org/Gender_Equality_Report_November_2019.pdf

Top URLs in Tweet in G1:
[22] http://tweetedtimes.com/v/8663
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188397
[14] https://www.weforum.org/agenda/2019/11/passwords-cybersecurity-passwordless/
[13] http://tweetedtimes.com/v/2019
[10] https://corpgov.law.harvard.edu/2019/12/02/esg-reporting-best-practices/
[9] https://documents.deloitte.com/insights/TMTpredictions2020
[8] https://corpgov.law.harvard.edu/2019/12/10/thoughts-for-boards-of-directors-in-2020/
[7] http://tweetedtimes.com/v/2018
[7] https://www2.deloitte.com/us/en/insights/industry/technology/consumer-enterprise-digital-identity-management-strategies.html?id=us:2em:3na:4di6359:5awa:6di:112619&ctr=cta2&sfid=0033000000Zvw4LAAR
[6] https://corpgov.law.harvard.edu/2019/12/11/corporate-governance-and-corporate-agility/

Top URLs in Tweet in G2:
[1] https://corpgov.law.harvard.edu/2016/02/01/so-youre-thinking-of-joining-a-public-company-board/

Top URLs in Tweet in G3:
[8] https://www.eventbrite.com/e/nonprofit-board-programs-to-develop-business-leaders-for-a-sustainable-future-tickets-78691599693
[7] https://www.businesswire.com/news/home/20191204005094/en/Allianz-Identifies-Risk-Trends-Directors-Officers-2020
[6] https://www.dinamedland.me/board-talk/wdn99x01gtj02e69znbjx2xhi8nb6k
[5] https://www.channelnewsasia.com/news/business/deutsche-bank-staffers-cleared-but-bank-fined-in-money-laundering-case-12161762
[5] https://www.reuters.com/article/us-swedbank-reorganization/swedbank-revamps-management-after-money-laundering-probe-idUSKBN1YD0US
[5] http://www.radicalcompliance.com/2019/12/04/cco-compensation-up-4-5-percent-two-years/
[5] https://www.theguardian.com/business/2019/dec/04/top-uk-firms-failing-to-increase-boardroom-diversity-study-shows?CMP=Share_iOSApp_Other
[4] https://www.theguardian.com/australia-news/2019/dec/01/banks-behaving-badly-why-australia-lags-in-policing-its-financial-sector?CMP=share_btn_tw
[4] https://www.reuters.com/article/us-deutsche-bank-money-laundering-exclus/exclusive-u-s-digs-deeper-into-deutsche-role-in-danske-money-laundering-scandal-sources-idUSKBN1Y60ED
[4] https://thewest.com.au/business/markets/banks-must-spend-more-on-compliance-byres-ng-s-1982542?utm_campaign=share-icons&utm_source=twitter&utm_medium=social&tid=1575273412536

Top URLs in Tweet in G4:
[11] http://www.nfnvkenya.org/Gender_Equality_Report_November_2019.pdf
[5] https://seemasapra.blogspot.com/2019/12/grave-and-immediate-threat-to-life-of_8.html?m=1
[5] https://www.boardintelligence.com/blog/60-seconds-with-jenny-davies
[5] http://tweetedtimes.com/v/8663
[5] https://www.youtube.com/watch?v=cbTtSPATxfk

[4] https://www.corpgovuk.com/?p=3116752
[4] https://corpgov.com/governance-expert-cendrowski-wework-investors-gave-real-estate-a-software-valuation/
[4] https://www.youtube.com/watch?v=eZzU-J8BCi8

[4] https://www.soundboardgovernance.com/post/governors-in-governance
[4] https://www.soundboardgovernance.com/post/say-it-ain-t-so-broc-say-it-ain-t-so

Top URLs in Tweet in G5:
[26] https://www.equilar.com/reports/table-equilar-200-new-york-times-highest-paid-ceos-2019.html
[16] https://www.equilar.com/boardedge?utm_source=twitter&utm_medium=social&utm_campaign=content
[14] https://equilar.com/boardedge
[2] https://blogs.insead.edu/idpn-globalclub/membership/?utm_sq=fvyp8frfsg&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=INSEADIDNPosts
[2] https://www.linkedin.com/pulse/politics-influence-networks-fiona-hathorn/?utm_sq=g51bozq62x&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=INSEADPosts
[2] https://hbr.org/2019/03/corporate-boards-are-pessimistic-about-trade-between-the-u-s-and-china?utm_sq=g51b73hvzn&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=INSEADPosts
[2] https://blogs.insead.edu/idpn-globalclub/events/?utm_sq=g51cpckcg9&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=IDNWebsite
[2] https://hbr.org/2019/04/how-board-members-really-feel-about-esg-from-deniers-to-true-believers?utm_sq=g51bc956c8&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=INSEADPosts
[2] https://corpgov.law.harvard.edu/2019/11/29/performance-metrics-accelerating-the-stakeholder-model/?utm_sq=g9hno9e65x&utm_source=twitter&utm_medium=social&utm_campaign=inseadidn&utm_content=curatedfinseadidntwitter
[2] https://blogs.insead.edu/idpn-globalclub/governance-in-a-disrupted-world/Governance?utm_sq=g4x7lxekhi&utm_source=Twitter&utm_medium=social&utm_campaign=InseadIDN&utm_content=INSEADIDNPosts

Top URLs in Tweet in G6:
[4] https://www.geekwire.com/2019/board-directors-share-tips-advice-improving-diversity-corporate-governance/
[3] https://twitter.com/fayfeeney/status/1202115983789285376
[3] https://www.corporatecomplianceinsights.com/esg-trends-governance-compliance/?utm_content=108357004&utm_medium=social&utm_source=twitter&hss_channel=tw-222567620
[3] https://insights.diligent.com/the-corporate-director-podcast/the-modern-board-member-what-you-need-to-know-to-make-an-impact/?utm_source=twitter&utm_medium=social&utm_content=blog&utm_campaign=TCDpodcast
[3] https://corpgov.law.harvard.edu/2019/12/13/weekly-roundup-december-7-12-2019/
[2] https://twitter.com/BoardAlert/status/1204159183685373952
[2] https://twitter.com/CurtisSChin/status/1202107185343291397
[2] https://fortune.com/2019/12/11/mpw-next-gen-corporate-board-tips/?utm_source=email&utm_medium=newsletter&utm_campaign=broadsheet&utm_content=2019121313pm
[2] https://womengetonboard.ca/board-appointments/
[2] https://hbr.org/2019/11/why-investors-react-negatively-to-companies-that-put-women-on-their-boards

Top URLs in Tweet in G7:
[2] https://www.privatecompanydirector.com/PCBY
[2] https://corpgov.law.harvard.edu/2019/12/02/esg-reporting-best-practices/
[2] https://www.linkedin.com/posts/jo-iwasaki-23a71a8_company-law-and-climate-change-activity-6607301090390212608--wPe
[2] https://corpgov.law.harvard.edu/2019/12/04/labor-in-the-boardroom/
[2] https://corpgov.law.harvard.edu/2019/12/01/a-common-sense-approach-to-corporate-purpose-esg-and-sustainability-2/
[2] https://corpgov.law.harvard.edu/2019/12/05/asset-management-index-funds-and-theories-of-corporate-control/
[2] https://trustacrossamerica.com/tap-into-trust.shtml
[2] https://corpgov.law.harvard.edu/2019/12/09/trading-against-the-random-expiration-of-private-information-a-natural-experiment/
[2] https://itunes.apple.com/us/podcast/boardroom-bound/id1451504258
[2] https://rewards.aon.com/en-us/insights/magazine/executive-compensation

Top URLs in Tweet in G8:
[3] https://www.pwc.com/us/en/services/governance-insights-center/library/annual-corporate-directors-survey.html
[2] https://competentboards.com/sdgs-competent-boards/
[2] https://bit.ly/34XBRjY?utm_content=107895992&utm_medium=social&utm_source=twitter&hss_channel=tw-161052001
[2] https://hrtechcube.com/ramco-systems-in-association-with-nelsonhall-launches-digital-payroll-maturity-assessment-tool/?utm_medium=social&utm_source=twitter&utm_campaign=postfity&utm_content=postfity593e0
[2] https://twitter.com/q4tweets/status/1200082023345541120
[1] https://ethicalboardroom.com/where-was-the-board/
[1] http://competentboards.com/certificate-program/
[1] https://www.ft.com/content/ba846d82-162e-11ea-9ee4-11f260415385
[1] https://twitter.com/CompetentBoards/status/1201899721494794241
[1] https://competentboards.com/certificate-program/

Top URLs in Tweet in G9:
[6] https://www.nytimes.com/2019/12/06/business/algorithm-bias-fix.html
[4] https://www.cnbc.com/2019/12/13/cost-of-college-increased-by-more-than-25percent-in-the-last-10-years.html
[4] https://hbr.org/2019/12/the-persistent-myth-of-female-office-rivalries?utm_source=twitter&utm_campaign=hbr&utm_medium=social
[4] https://hbr.org/2019/10/reskilling-workers-is-a-central-part-of-corporate-social-responsibility
[3] https://hbr.org/2018/09/dont-underestimate-the-power-of-women-supporting-each-other-at-work
[3] https://www.wsj.com/articles/more-uninsured-people-faster-growth-in-health-care-spending-due-to-aca-tax-report-says-11575579601
[3] https://jamanetwork.com/journals/jamainternalmedicine/article-abstract/2593252
[3] https://hbr.org/2019/12/burnout-is-about-your-workplace-not-your-people?utm_campaign=hbr&utm_medium=social&utm_source=twitter
[3] https://www.wsj.com/articles/hospital-groups-sue-to-block-price-transparency-rule-11575460685
[3] https://www.youtube.com/watch?v=HPBsqoapWVc&feature=youtu.be


Top URLs in Tweet in G10:
[6] https://www.pearlmeyer.com/blog/the-case-of-new-and-conflicting-executive-compensation-best-practice-guidelines
[5] https://rantt.com/stock-buybacks-drive-high-ceo-pay
[4] https://www.pearlmeyer.com/knowledge-share/client-alert/iss-releases-2020-policy-updates-details-on-incorporation-of-eva-forthcoming
[3] https://www.pearlmeyer.com/blog/glass-lewis-releases-2020-policy-clarification-and-codification-provided-for-several-compensation-items
[2] https://www.govinfo.gov/content/pkg/FR-2019-12-04/pdf/2019-24475.pdf
[2] 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
[2] https://www.pearlmeyer.com/knowledge-share/research-report/looking-ahead-to-executive-pay-practices-in-2020
[2] https://www.glasslewis.com/proxy-season-insider-december-2/
[2] https://www.prnewswire.com/news-releases/iss-recommends-for-the-election-of-joseph-stilwell-and-paula-poskon-on-the-stilwell-groups-green-proxy-card-300967834.html
[2] https://www.wsj.com/articles/boards-may-have-a-hidden-bias-toward-the-ceos-they-chose-11576170708

Top Domains
Top Domains in Tweet in Entire Graph:
[286] harvard.edu
[237] twitter.com
[147] ft.com
[122] co.uk
[82] directorsandboards.com
[57] equilar.com
[57] boardagenda.com
[55] mckinsey.com
[48] tweetedtimes.com
[47] linkedin.com

Top Domains in Tweet in G1:
[112] harvard.edu
[42] tweetedtimes.com
[28] deloitte.com
[20] nodexlgraphgallery.org
[19] weforum.org
[17] strategy-business.com
[15] mit.edu
[14] pwc.com
[14] wsj.com
[13] boardagenda.com

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

Top Domains in Tweet in G3:
[93] ft.com
[90] co.uk
[41] mckinsey.com
[34] reuters.com
[33] twitter.com
[22] yahoo.com
[21] businesswire.com
[20] boardagenda.com
[15] theguardian.com
[14] riskscreen.com

Top Domains in Tweet in G4:
[47] corpgovuk.com
[44] sec.gov
[40] rentadirector.com
[26] ft.com
[23] prnewswire.com
[23] youtube.com
[20] boardagenda.com
[17] blogspot.com
[14] globenewswire.com
[14] businesswire.com

Top Domains in Tweet in G5:
[57] equilar.com
[14] insead.edu
[6] bloomberg.com
[4] linkedin.com
[4] hbr.org
[4] harvard.edu
[3] bit.ly
[2] youtube.com
[1] twitter.com
[1] zuckermanlaw.com

Top Domains in Tweet in G6:
[25] twitter.com
[21] harvard.edu
[10] diligent.com
[6] linkedin.com
[6] icgn.org
[5] geekwire.com
[4] law.com
[4] spencerstuart.com
[3] corporatecomplianceinsights.com
[3] directorsandboards.com

Top Domains in Tweet in G7:
[49] harvard.edu
[18] twitter.com
[11] icont.ac
[10] linkedin.com
[4] reuters.com
[2] ft.com
[2] privatecompanydirector.com
[2] alphavalue.com
[2] trustacrossamerica.com
[2] apple.com

Top Domains in Tweet in G8:
[35] bit.ly
[8] hrtechcube.com
[7] twitter.com
[7] nasdaq.com
[4] competentboards.com
[3] pwc.com
[3] linkedin.com
[2] ethicalboardroom.com
[2] ft.com
[1] bloomberg.com

Top Domains in Tweet in G9:
[27] twitter.com
[17] hbr.org
[11] wsj.com
[9] nytimes.com
[4] cnbc.com
[3] jamanetwork.com
[3] youtube.com
[2] ft.com
[2] theatlantic.com
[2] healthaffairs.org

Top Domains in Tweet in G10:
[18] pearlmeyer.com
[11] twitter.com
[11] co.uk
[8] harvard.edu
[8] ft.com
[5] com.au
[5] rantt.com
[4] wsj.com
[3] govinfo.gov
[3] ceres.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3547] corpgov
[431] metoo
[429] ge
[318] fcpa
[305] esg
[214] ceo
[202] boardofdirectors
[196] governance
[158] grc
[147] board



Top Hashtags in Tweet in G1:
[455] corpgov
[135] cfo
[131] ceo
[114] boardofdirectors
[101] esg
[99] board
[83] pwc
[72] directorship
[67] governance
[59] grc

Top Hashtags in Tweet in G2:
[8] divest
[4] esg
[4] corpgov
[3] foxnews
[3] impactinvesting
[1] socialimpact
[1] sinclair

Top Hashtags in Tweet in G3:
[921] corpgov
[98] compliance
[96] governance
[93] risk
[82] grc
[80] regulation
[78] ethics
[58] culture
[57] conduct
[54] moneylaundering

Top Hashtags in Tweet in G4:
[873] corpgov
[393] ge
[389] metoo
[263] fcpa
[41] boardofdirectors
[35] directors
[27] csuite
[23] leadership
[18] ceo
[17] boardroom

Top Hashtags in Tweet in G5:
[85] corpgov
[15] execcomp
[12] board
[8] boardofdirectors
[7] ned
[5] employeepay
[4] boards
[4] sustainability
[4] genderequity
[3] viacomcbs

Top Hashtags in Tweet in G6:
[139] corpgov
[17] esg
[17] boarddiversity
[10] morewomenonboards
[7] icgn19
[6] risk
[6] execpay
[5] womenonboards
[5] stewardship
[4] digital

Top Hashtags in Tweet in G7:
[90] corpgov
[11] governance
[8] esg
[7] sustainability
[6] board
[5] corporategovernance
[5] management
[4] boardofdirectors
[4] ethics
[4] csuite

Top Hashtags in Tweet in G8:
[115] corpgov
[19] boards
[19] leadership
[18] esg
[18] acc2019
[16] sec
[14] cybersecurity
[13] governance
[12] generalcounsel
[11] nasdaqgovforum

Top Hashtags in Tweet in G9:
[45] health
[39] corpgov
[39] healthcare
[28] hospital
[19] ceo
[14] empathy
[11] finance
[9] womeninmedicine
[9] philadelphia
[8] doctor

Top Hashtags in Tweet in G10:
[155] corpgov
[53] execpay
[30] esg
[22] boardroom
[20] compensation
[20] webinar
[18] proxyvoting
[7] business
[7] climate
[7] eva

Top Words
Top Words in Tweet in Entire Graph:
[2668] Words in Sentiment List#1: Positive
[2032] Words in Sentiment List#2: Negative
[10] Words in Sentiment List#3: Angry/Violent
[90332] Non-categorized Words
[95032] Total Words
[3548] #corpgov
[964] togovern
[569] board
[499] corporate
[432] ge

Top Words in Tweet in G1:
[455] #corpgov
[135] #cfo
[131] #ceo
[117] gt
[114] #boardofdirectors
[101] #esg
[99] #board
[98] mikequindazzi
[95] harvardcorpgov
[93] mpborman

Top Words in Tweet in G2:
[205] institutional
[205] investors
[201] nancylevine
[197] shareholders
[150] fox
[137] news
[137] threat
[137] national
[137] security
[130] divest

Top Words in Tweet in G3:
[921] #corpgov
[670] togovern
[126] board
[122] corporate
[120] governance
[98] #compliance
[96] #governance
[93] #risk
[84] business
[82] #grc

Top Words in Tweet in G4:
[873] #corpgov
[394] ge
[393] #ge
[389] #metoo
[294] togovern
[284] survivor
[283] seema
[283] sapra
[264] amitshah
[263] #fcpa

Top Words in Tweet in G5:
[85] #corpgov
[69] equilarinc
[52] ceo
[40] 2018
[39] more
[34] corporate
[33] learn
[31] thousands
[30] track
[30] composition

Top Words in Tweet in G6:
[139] #corpgov
[62] board
[35] corporate
[25] diversity
[18] global
[18] investors
[18] harvardcorpgov
[17] #esg
[17] #boarddiversity
[17] proxyinsight

Top Words in Tweet in G7:
[90] #corpgov
[25] governance
[21] corporate
[16] board
[11] boards
[11] #governance
[9] company
[9] esg
[9] companies
[8] #esg

Top Words in Tweet in G8:
[115] #corpgov
[38] nasdaqcorpgov
[29] nasdaq
[19] #boards
[19] #leadership
[18] #esg
[18] directorcorps
[18] #acc2019
[18] shareholder
[17] board

Top Words in Tweet in G9:
[58] fr_hossain
[45] #health
[39] #corpgov
[39] #healthcare
[28] #hospital
[24] women
[19] #ceo
[18] between
[17] more
[17] hospital

Top Words in Tweet in G10:
[155] #corpgov
[53] #execpay
[30] #esg
[28] proxy
[27] nacd
[22] corporate
[22] #boardroom
[20] companies
[20] #compensation
[20] #webinar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[618] #corpgov,togovern
[409] ge,#ge
[310] #metoo,survivor
[309] seema,sapra
[308] survivor,seema
[292] #fcpa,#corpgov
[286] #ge,#fcpa
[258] #corpgov,whistle
[258] whistle,blower
[255] blower,#metoo

Top Word Pairs in Tweet in G1:
[128] #corpgov,#ceo
[125] #ceo,#cfo
[78] gt,gt
[77] #board,#boardofdirectors
[72] #boardofdirectors,#directorship
[63] #directorship,#governance
[54] #cfo,#cio
[54] #pwc,mikequindazzi
[51] harvardcorpgov,posted
[43] #hackers,#cyberattacks

Top Word Pairs in Tweet in G2:
[205] institutional,investors
[197] investors,shareholders
[137] fox,news
[137] news,threat
[137] threat,national
[137] national,security
[129] security,institutional
[129] shareholders,divest
[76] corporation,institutional
[75] vermontgmg,fox

Top Word Pairs in Tweet in G3:
[471] #corpgov,togovern
[72] #governance,#corpgov
[71] #regulation,#compliance
[71] corporate,governance
[68] #risk,#regulation
[64] #grc,#risk
[53] #culture,#conduct
[43] #ethics,#governance
[42] #moneylaundering,#financialcrime
[41] #conduct,#ethics

Top Word Pairs in Tweet in G4:
[376] ge,#ge
[284] #metoo,survivor
[283] seema,sapra
[282] survivor,seema
[263] #ge,#fcpa
[263] #fcpa,#corpgov
[239] #corpgov,whistle
[239] whistle,blower
[236] blower,#metoo
[229] realdonaldtrump,fbi

Top Word Pairs in Tweet in G5:
[33] learn,more
[30] equilarinc,track
[30] track,composition
[30] well,thousands
[30] thousands,corporate
[30] corporate,boardrooms
[30] visit,learn
[29] equilarinc,notes
[26] #corpgov,source
[16] boardrooms,visit

Top Word Pairs in Tweet in G6:
[16] board,diversity
[16] harvardcorpgov,posted
[13] #corpgov,#boarddiversity
[9] corporate,governance
[8] board,member
[8] today's,financial
[8] financial,times
[8] times,ftmoralmoney
[8] ftmoralmoney,features
[8] features,results

Top Word Pairs in Tweet in G7:
[14] corporate,governance
[4] #corpgov,#governance
[3] #corpgov,#corporategovernance
[3] #csuite,#corpgov
[3] friendly,contracts
[3] sec,proposed
[3] proxy,advisors
[3] #management,#csuite
[2] #corpgov,#sustainability
[2] #boardofdirectors,#corpgov

Top Word Pairs in Tweet in G8:
[12] #boards,#leadership
[12] general,counsel
[11] nasdaq,directorcorps
[11] directorcorps,host
[11] #corpgov,#sec
[10] during,nasdaqcorpgov
[10] shared,insights
[10] asset,management
[8] certificate,program
[8] nasdaq,during

Top Word Pairs in Tweet in G9:
[28] #health,#healthcare
[12] #corpgov,#ceo
[12] #healthcare,#corpgov
[9] #healthcare,#hospital
[7] study,finds
[7] #health,#empathy
[7] #empathy,#finance
[7] harvardbiz,#health
[6] female,lawyers
[6] lawyers,initiatives

Top Word Pairs in Tweet in G10:
[38] #execpay,#corpgov
[21] #corpgov,nacd
[20] nacd,#webinar
[16] #boardroom,#execpay
[15] #corpgov,#proxyvoting
[11] proxy,advisors
[11] shareholder,proposals
[9] #esg,risks
[8] around,world
[8] glass,lewis

Top Replied-To
Top Replied-To in Entire Graph:
@amitshah
@business
@narendramodi
@boardroominside
@delhipolice
@yahoofinance
@reuters
@cnn
@dcpsouthdelhi
@cnbc

Top Replied-To in G1:
@issgovernance
@annmlipton
@marcociappelli
@excellencia_ltd

Top Replied-To in G2:
@vermontgmg
@mollyjongfast
@brunoamato_1
@joncoopertweets
@neal_katyal

Top Replied-To in G3:
@boardroominside
@ianpgunn
@bergmayer
@dykevantom
@oikeusmin
@retheauditors
@bhrrc
@kayfbutterfield

Top Replied-To in G4:
@amitshah
@narendramodi
@delhipolice
@dcpsouthdelhi
@celldelhi
@dcpnorthdelhi
@bjp4india
@dcpneastdelhi
@amitshahoffice
@cpdelhi

Top Replied-To in G5:
@business
@yahoofinance
@reuters
@cnn
@cnbc
@wsj
@ft
@equilarinc
@lizrhoffman
@nytimes

Top Replied-To in G7:
@caldwellptners

Top Replied-To in G8:
@paulpolman

Top Replied-To in G9:
@mass_marion

Top Replied-To in G10:
@marcorubio
@deanbaker13
@business
@activistinvestr

Top Mentioned
Top Mentioned in Entire Graph:
@togovern
@realdonaldtrump
@fbi
@delhipolice
@cpdelhi
@potus
@gurgaonpolice
@statedept
@whitehouse
@thejusticedept

Top Mentioned in G1:
@mpborman
@mikequindazzi
@harvardcorpgov
@haroldsinnott
@wef
@paula_piccard
@stratandbiz
@fisher85m
@nodexl
@antgrasso

Top Mentioned in G2:
@nancylevine
@vermontgmg
@mollyjongfast
@joncoopertweets
@brunoamato_1
@vanguard_group
@blackrock
@fidelity
@jpmorgan
@troweprice

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

Top Mentioned in G4:
@realdonaldtrump
@fbi
@cpdelhi
@delhipolice
@potus
@pmoindia
@gurgaonpolice
@statedept
@whitehouse
@hmoindia

Top Mentioned in G5:
@equilarinc
@inseadidn
@blackrock
@insead
@intel
@morganstanley
@inseadalumni
@jeffagreen
@viacom
@cbs

Top Mentioned in G6:
@harvardcorpgov
@proxyinsight
@30percentco
@fayfeeney
@stanfordcorpgov
@corpsecmag
@govtechgeek
@ftmoralmoney
@kksadvisors
@briankstafford

Top Mentioned in G7:
@barbarakimmel
@magouvernance

Top Mentioned in G8:
@nasdaqcorpgov
@nasdaq
@directorcorps
@competentboards
@corpsecmag
@icsa_news
@irmagazine
@borsaitalianait
@aldogebbia
@hellebankjorgen

Top Mentioned in G9:
@fr_hossain
@harvardbiz
@mohossain
@m_sendhil
@wsj
@afrakt
@aapaorg
@fiedler4philly
@nataliarudiak
@ktucky

Top Mentioned in G10:
@nacd
@johnhkeenan
@blackrock
@ceresnews
@councilinstinv
@proxyinsight
@vanguard_group
@iss
@marquardtglobal
@nytimes

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@sectest9
@bse_news
@tommybrain
@iacobellist
@honeymoongondol
@chidambara09
@catawu
@pckj3627
@ottlegalrebels

Top Tweeters in G1:
@sectest9
@tommybrain
@iacobellist
@chidambara09
@calcaware
@cybersec_feeds
@mashable
@andrewmorrisuk
@entwistletx
@wsj

Top Tweeters in G2:
@marieproia
@dpmax100
@jcr914
@betzmyboyblue11
@rodneyclaeys
@deansherrys
@coalminetweety
@airlift1300
@arriadna
@ambeautifulshow

Top Tweeters in G3:
@ottlegalrebels
@guardian
@reuters
@iol
@togovern
@ft
@financialtimes
@tichitsinde
@tokyo_tom
@fleejack

Top Tweeters in G4:
@catawu
@gambiste1
@fydsy
@flipcritic
@rebelliousval
@joke2power
@bjp4india
@sc_mo
@seemasapralaw
@karaswisher

Top Tweeters in G5:
@walmart
@business
@cnbc
@lululemon
@abc
@cnn
@ap
@nbcnews
@cbsnews
@robcable5

Top Tweeters in G6:
@curtisschin
@branddonator
@geekwire
@bluesteps
@competia
@crainsnewyork
@bmo
@habbenings
@tyfrancis
@corpcounsel

Top Tweeters in G7:
@cate_long
@barbarakimmel
@jianinap
@profciara
@3blnews
@marxnd
@kanthalaraghu
@larryladd1
@esgarchitect
@amansinghcsr

Top Tweeters in G8:
@filafresh
@stevejacksonva
@cybertaters
@lynnea58
@iottogether
@nasdaq
@xiscan1
@adaptivetoolbox
@sdgsbot
@varshneyanita

Top Tweeters in G9:
@theatlantic
@jayeshmthakur
@harvardbiz
@ip4pi
@thomashilbig2
@7longgame
@nythealth
@journalnow
@afrakt
@dermhag

Top Tweeters in G10:
@honeymoongondol
@nytimes
@charliepatrick
@deanbaker13
@sec
@rooksleanne
@bigkid53
@healthleaders
@execcareercoach
@ftmag


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