corpgov, Twitter, 11/15/2019 1:11:30 AM, 216492


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corpgov_2019-11-14_15-40-49.xlsx
corpgov_2019-11-14_15-40-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2019
Short Description:
corpgov via NodeXL http://bit.ly/2Od3WfZ
@excellencia_ltd
@aidindia3
@corpgovuk
@mikequindazzi
@mpborman
@gorrexxain
@vonyaglobal
@harvardcorpgov
@nminow
@standardethics

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

Description:
Description
The graph represents a network of 1,660 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 Thursday, 14 November 2019 at 23:41 UTC.

The requested start date was Monday, 11 November 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, 16-hour, 33-minute period from Thursday, 31 October 2019 at 08:27 UTC to Monday, 11 November 2019 at 01:00 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 : 1660
Unique Edges : 2718
Edges With Duplicates : 7931
Total Edges : 10649
Number of Edge Types : 3
Mentions : 8978
Tweet : 1561
Replies to : 110
Self-Loops : 1561
Reciprocated Vertex Pair Ratio : 0.0302737520128824
Reciprocated Edge Ratio : 0.0587683651140982
Connected Components : 109
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 1453
Maximum Edges in a Connected Component : 10416
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.561172
Graph Density : 0.00116160845915307
Modularity : 0.226849
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,660 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 Thursday, 14 November 2019 at 23:41 UTC.

The requested start date was Monday, 11 November 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, 16-hour, 33-minute period from Thursday, 31 October 2019 at 08:27 UTC to Monday, 11 November 2019 at 01:00 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] http://tweetedtimes.com/v/8663
[30] https://www.equilar.com/reports/table-equilar-200-new-york-times-highest-paid-ceos-2019.html
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=177058
[23] http://explore.pwc.com/c/pw-c-2019-artificial-2
[21] https://corpgov.law.harvard.edu/2018/10/04/un-sustainable-development-goals-the-leading-esg-framework-for-large-companies/
[19] https://www.agorarsc.org/se-puede-medir-la-cultura-empresarial/
[19] https://corpgov.law.harvard.edu/2019/11/08/a-guidebook-to-boardroom-governance-issues/
[18] https://www.cii.org/files/about_us/press_releases/2019/11-05-19%20CII%20Fact%20Sheet%20on%20Proxy%20Advisory%20Firms%20and%20Shareholder%20Proposals.pdf
[16] http://www.streetinsider.com/
[14] https://www.directorsandboards.com/news/computing-ethics-are-board-concern

Top URLs in Tweet in G1:
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=177058
[15] http://tweetedtimes.com/v/8663
[14] https://corpgov.law.harvard.edu/2019/11/08/a-guidebook-to-boardroom-governance-issues/
[12] http://tweetedtimes.com/v/2019
[9] http://www.streetinsider.com/
[8] https://www.ft.com/content/cdcb6ed7-18f4-4729-8dc4-6a577ac44f15
[7] https://www.directorsandboards.com/news/computing-ethics-are-board-concern
[7] https://www.cbinsights.com/research/report/most-successful-chatbots/?utm_source=CB+Insights+Newsletter&utm_campaign=96b80da173-newsletter_general_Thurs_20191031&utm_medium=email&utm_term=0_9dc0513989-96b80da173-90107922
[7] https://www.corpgov.net/2019/11/modernization-of-shareholder-proposal-rules/
[6] https://www.cbinsights.com/research/startup-vc-overfunding-foie-gras/?utm_source=CB+Insights+Newsletter&utm_campaign=20b3334a2c-newsletter_general_Sat_20191026&utm_medium=email&utm_term=0_9dc0513989-20b3334a2c-86805521

Top URLs in Tweet in G2:
[20] http://explore.pwc.com/c/pw-c-2019-artificial-2
[18] http://tweetedtimes.com/v/8663
[9] https://www.youtube.com/watch?v=cbTtSPATxfk

[7] https://www.directorsandboards.com/news/computing-ethics-are-board-concern
[7] http://www.streetinsider.com/
[7] http://www.moneycontrol.com/
[7] https://www.dinamedland.me/board-talk/pyy9jov66xfp55aym1d3zc67f31s73
[7] https://www.youtube.com/watch?v=eZzU-J8BCi8

[7] https://www.issuerdirect.com/lp/proxy-timeline?utm_source=twitter&utm_medium=organic&utm_campaign=proxy-agm
[7] http://nxd.co/board-performance/

Top URLs in Tweet in G3:
[5] https://www.digitalpulse.pwc.com.au/infographic-six-ways-responsible-technology/?utm_campaign=sbpwc&utm_medium=newsletter&utm_source=insights&utm_content=20191030&doing_wp_cron=1572642460.2075119018554687500000
[4] https://www.pwc.com/us/en/deals/publications/assets/pwc-when-cyber-threatens-m-and-a.pdf
[4] https://www.cc.gatech.edu/~alanwags/DLAI2016/(Gunning)
[4] IJCAI-16
[4] DLAI
[4] WS.pdf?utm_content=bufferec9ad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.weforum.org/agenda/2018/05/alan-finkel-turing-certificate-ai-trust-robot/
[3] https://www.pwc.com/us/en/governance-insights-center/publications/assets/essential-emerging-technologies-corporate-boards.pdf?utm_content=buffer973ca&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://explore.pwc.com/c/pw-c-2019-artificial-2
[2] https://www.pwc.com/gx/en/financial-services/pdf/insurance-rpa-survey-report.pdf

Top URLs in Tweet in G4:
[26] https://www.equilar.com/reports/table-equilar-200-new-york-times-highest-paid-ceos-2019.html
[5] https://www.linkedin.com/pulse/what-your-companys-kodak-moment-michael-marquardt
[4] https://legalsolutions.thomsonreuters.co.uk/en/products-services/events/company-secretary-forum-2019.html
[3] https://www.forbes.com/sites/patricialenkov/2019/10/29/the-real-qualifications-needed-on-your-board-of-directors/
[3] https://competentboards.com/certificate-program/
[3] https://portfolio-adviser.com/capital-group-named-and-shamed-for-voting-against-climate-action/
[3] http://www.apfn.org/apfn/camps1.htm
[2] https://finance.yahoo.com/news/dr-susan-desmond-hellmann-departs-200500198.html?soc_src=social-sh&soc_trk=tw
[2] https://www.cnn.com/2019/10/31/success/ceo-board-chair-split-role/index.html
[2] https://www.equilar.com/boardedge?utm_source=twitter&utm_medium=social&utm_campaign=content

Top URLs in Tweet in G5:
[4] https://corpgov.law.harvard.edu/2019/11/04/conflicts-and-biases-in-the-boardroom/
[2] https://corpgov.law.harvard.edu/2019/10/31/spin-offs-unraveled/
[2] https://corpgov.law.harvard.edu/2019/10/31/deutsche-bank-case-study-how-cglytics-tools-inform-glass-lewis-pay-and-governance-analysis/
[2] https://corpgov.law.harvard.edu/2019/10/31/mechanisms-of-market-efficiency/
[2] https://corpgov.law.harvard.edu/2019/11/02/2019-annual-corporate-governance-review/
[2] https://corpgov.law.harvard.edu/2019/11/05/the-basis-for-iss-lawsuit-against-the-sec/
[2] https://esg.directorsandboards.com/
[2] https://corpgov.law.harvard.edu/2019/11/09/company-hedging-policies-observations-from-new-proxy-disclosures/
[2] https://corpgov.law.harvard.edu/2019/11/07/conflicted-controllers-the-800-pound-gorillas-part-ii-bgc/
[1] https://corpgov.law.harvard.edu/2017/09/28/the-evolution-of-the-private-equity-market-and-the-decline-in-ipos/

Top URLs in Tweet in G6:
[2] https://www.bcg.com/featured-insights/how-to/corporate-citizenship-strategy.aspx
[2] http://paper.li/VonyaGlobal/1378757292
[1] https://twitter.com/anrarisk/status/1189826521625694208?s=21
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=03552bd0-0411-11ea-86a9-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318345001?edition_id=a5280cb0-fbf7-11e9-9c15-0cc47a0d164b
[1] https://paper.li/VonyaGlobal/1318345001?edition_id=575444b0-0249-11ea-9c15-0cc47a0d164b
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=02730110-fc2d-11e9-86a9-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318345001?edition_id=de5f78f0-fcc0-11e9-9c15-0cc47a0d164b
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=3a913520-fcf6-11e9-86a9-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=4f95a9a0-fdbf-11e9-86a9-0cc47a0d1605

Top URLs in Tweet in G7:
[5] https://www.ft.com/content/03417bfe-0000-11ea-b7bc-f3fa4e77dd47
[3] https://www.accountingtoday.com/news/audit-committees-need-more-transparency-says-report
[2] https://giftarticle.ft.com/giftarticle/actions/redeem/b601212e-6e99-4d53-9cbf-c644e27eb74d
[1] https://www.eventbrite.com/e/better-futures-minnesota-fundraisersupporting-healthy-healing-communities-tickets-72033444973
[1] https://www.forbes.com/sites/annefield/2019/10/28/new-structures-for-protecting-impact-companies-missions/#681a5791b372
[1] https://lawprofessors.typepad.com/business_law/2019/11/common-ownership-problems.html
[1] https://www.cnn.com/2019/10/30/tech/twitter-political-ads-2020-election/index.html
[1] https://www.ssrn.com/abstract=3462752
[1] https://www.ssrn.com/abstract=3467841
[1] https://twitter.com/fpileggi/status/1189723012184072194

Top URLs in Tweet in G8:
[3] https://hbr.org/2019/11/how-the-best-bosses-interrupt-bias-on-their-teams
[3] https://www.issuerdirect.com/lp/proxy-timeline?utm_source=twitter&utm_medium=organic&utm_campaign=proxy-agm
[1] http://news.content.smithbucklin.com/nacd/110719.html
[1] https://twitter.com/sacca/status/1189938781937233920
[1] https://twitter.com/ExposingGender/status/1190536585244069893
[1] https://twitter.com/dougchia/status/1192635206936776704
[1] https://twitter.com/CJAtheCIO/status/1189950697938141184
[1] https://twitter.com/CarlyABurnham/status/1191783395946352640
[1] https://read.nxtbook.com/nacd/directorship/september_october_2019/the_strategic_asset_gc.html
[1] https://twitter.com/karaswisher/status/1189983984605966337

Top URLs in Tweet in G9:
[12] https://www.cii.org/files/about_us/press_releases/2019/11-05-19%20CII%20Fact%20Sheet%20on%20Proxy%20Advisory%20Firms%20and%20Shareholder%20Proposals.pdf
[4] http://pipeline.thedeal.com/login/index.dl
[3] https://twitter.com/JohnHKeenan/status/1190334230070517760
[1] https://www.unpri.org/pri-blog/sec-vote-seeks-to-create-roadblock-for-responsible-investment/5080.article#.XcP4L-OWqpw.twitter
[1] https://www.cii.org/files/issues_and_advocacy/correspondence/2019/20191024%20SEC%20comment%20letter%20proxy%20advisor%20accuracy.pdf
[1] https://www.wsj.com/articles/when-things-get-tough-companies-split-chairman-ceo-roles-11572778801?shareToken=st14066487c2644312a1d9340ff1a60caf
[1] https://www.kiplinger.com/article/investing/T052-C000-S002-should-shareholders-share-the-wealth.html
[1] https://www.pionline.com/regulation/sec-vote-changes-shareholder-proposal-process
[1] https://www.sec.gov/Archives/edgar/data/721371/000173979119000003/ca.htm
[1] https://www.cnbc.com/2019/11/05/rule-change-would-make-it-harder-to-submit-shareholder-resolutions.html

Top URLs in Tweet in G10:
[1] https://www.wsj.com/articles/under-armour-is-subject-of-federal-accounting-probe-11572819835?shareToken=std8624a019f634f089dc46c7f163fbd7e
[1] https://twitter.com/MelinAnders/status/1191434868737085440
[1] https://twitter.com/jenn_elias/status/1192208281097388033
[1] https://sqoop.com/details/sec/0001562180-19-005432?aid=3750495&utm_medium=email&utm_source=s_alert#form
[1] https://www.wsj.com/articles/stitch-fixs-material-weakness-over-it-controls-spotlighted-under-new-audit-rule-11572559214

Top Domains
Top Domains in Tweet in Entire Graph:
[301] harvard.edu
[229] twitter.com
[195] ft.com
[152] co.uk
[148] bit.ly
[77] linkedin.com
[77] wsj.com
[67] directorsandboards.com
[60] rentadirector.com
[54] youtube.com

Top Domains in Tweet in G1:
[137] harvard.edu
[95] ft.com
[74] bit.ly
[67] twitter.com
[33] tweetedtimes.com
[32] nodexlgraphgallery.org
[31] wsj.com
[26] co.uk
[22] directorsandboards.com
[21] lexology.com

Top Domains in Tweet in G2:
[117] co.uk
[79] ft.com
[72] twitter.com
[68] harvard.edu
[62] bit.ly
[60] rentadirector.com
[45] sustmememagazine.com
[42] directorsandboards.com
[41] youtube.com
[36] linkedin.com

Top Domains in Tweet in G3:
[14] pwc.com
[8] t.co
[5] com.au
[4] weforum.org
[4] gatech.edu
[2] ow.ly
[2] strategy-business.com
[1] 101blockchains.com
[1] nist.gov
[1] cbinsights.com

Top Domains in Tweet in G4:
[29] equilar.com
[16] linkedin.com
[8] societycorpgov.org
[6] twitter.com
[5] forbes.com
[5] co.uk
[3] cnn.com
[3] competentboards.com
[3] portfolio-adviser.com
[3] apfn.org

Top Domains in Tweet in G5:
[46] harvard.edu
[10] linkedin.com
[6] twitter.com
[3] bit.ly
[3] jonesday.com
[3] or.jp
[2] directorsandboards.com
[1] calstrs.com
[1] russellreynolds.com
[1] corgovinstitute.com

Top Domains in Tweet in G6:
[17] paper.li
[3] bcg.com
[1] twitter.com

Top Domains in Tweet in G7:
[12] ft.com
[11] wsj.com
[9] twitter.com
[4] ssrn.com
[3] harvard.edu
[3] accountingtoday.com
[2] cnn.com
[2] yahoo.com
[2] bloomberg.com
[2] nikkei.com

Top Domains in Tweet in G8:
[10] paper.li
[9] twitter.com
[6] hbr.org
[5] issuerdirect.com
[3] webcasts.com
[2] smithbucklin.com
[2] wsj.com
[2] farient.com
[1] nxtbook.com
[1] ft.com

Top Domains in Tweet in G9:
[13] cii.org
[4] twitter.com
[4] thedeal.com
[1] unpri.org
[1] wsj.com
[1] kiplinger.com
[1] pionline.com
[1] sec.gov
[1] cnbc.com
[1] washingtonpost.com

Top Domains in Tweet in G10:
[2] wsj.com
[2] twitter.com
[1] sqoop.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4080] corpgov
[469] metoo
[447] ge
[371] fcpa
[316] esg
[215] boardofdirectors
[207] ceo
[194] ai
[160] pwc
[151] governance



Top Hashtags in Tweet in G1:
[1121] corpgov
[157] esg
[98] ceo
[79] cfo
[75] boardofdirectors
[65] board
[61] governance
[59] directorship
[58] grc
[50] auditcommittee

Top Hashtags in Tweet in G2:
[1976] corpgov
[418] metoo
[409] ge
[324] fcpa
[97] boardofdirectors
[87] esg
[64] sustainability
[57] boardroom
[49] leadership
[48] board

Top Hashtags in Tweet in G3:
[117] ai
[107] pwc
[101] corpgov
[67] machinelearning
[59] deeplearning
[41] cyberattacks
[39] hackers
[39] deals
[37] humans
[34] artificialintelligence

Top Hashtags in Tweet in G4:
[147] corpgov
[21] esg
[20] execcomp
[12] climate
[11] grc
[9] diversity
[8] scholarship
[7] sustainability
[7] companysecretary
[6] governance

Top Hashtags in Tweet in G5:
[34] corpgov
[8] esg
[3] shareholders
[3] boards
[3] japan
[2] board
[2] culture
[2] abenomics
[2] csr19
[2] boardsofdirectors

Top Hashtags in Tweet in G6:
[24] corpgov
[15] internalaudit
[11] riskmanagement
[11] compliance
[4] sustainability
[1] ceo
[1] cfo
[1] cio
[1] cmo
[1] chro

Top Hashtags in Tweet in G7:
[61] corpgov
[3] auditcommittees
[3] pedagogie
[3] valorisation
[2] socent
[2] vc
[2] privateequity
[2] hedgefunds
[2] activistinvestor
[2] disclosure

Top Hashtags in Tweet in G8:
[50] corpgov
[10] regtech
[9] women
[8] esg
[7] hr
[7] tech
[7] iot
[7] shareholders
[5] agm
[4] humancapital

Top Hashtags in Tweet in G9:
[20] corpgov
[12] investors
[12] companies
[1] responsibly
[1] esg
[1] shareholder
[1] ifitsnotbroken
[1] opioidscrisis
[1] opioidcrisis
[1] metoo

Top Hashtags in Tweet in G10:
[40] corpgov
[36] execpay
[36] ceopay

Top Words
Top Words in Tweet in Entire Graph:
[2851] Words in Sentiment List#1: Positive
[2235] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[102283] Non-categorized Words
[107369] Total Words
[4072] #corpgov
[1420] gt
[1378] togovern
[470] s
[468] corporate

Top Words in Tweet in G1:
[1120] #corpgov
[528] togovern
[183] sec
[171] s
[165] corporate
[156] #esg
[155] gt
[125] proxy
[125] â
[122] governance

Top Words in Tweet in G2:
[1974] #corpgov
[845] togovern
[415] pmoindia
[409] #ge
[407] ge
[399] #metoo
[327] delhipolice
[324] #fcpa
[314] survivor
[314] seema

Top Words in Tweet in G3:
[953] gt
[249] mikequindazzi
[117] #ai
[107] #pwc
[101] #corpgov
[67] #machinelearning
[59] #deeplearning
[52] risks
[51] top
[51] business

Top Words in Tweet in G4:
[147] #corpgov
[43] equilarinc
[37] board
[36] ceo
[31] 2018
[26] notes
[26] source
[24] compensation
[22] earned
[21] #esg

Top Words in Tweet in G5:
[36] ã
[34] #corpgov
[15] governance
[15] â
[12] proxy
[10] corporate
[9] sec
[9] board
[9] shareholder
[8] #esg

Top Words in Tweet in G6:
[24] #corpgov
[15] #internalaudit
[14] internal
[13] thanks
[11] #riskmanagement
[11] recent
[11] news
[11] curated
[11] auditors
[11] board

Top Words in Tweet in G7:
[57] #corpgov
[18] ownership
[17] s
[15] new
[14] companies
[12] corporate
[12] more
[11] structures
[11] business
[11] ttfacer

Top Words in Tweet in G8:
[50] #corpgov
[12] human
[11] thanks
[11] corporate
[11] governance
[10] people
[10] s
[10] latest
[10] briefing
[10] #regtech

Top Words in Tweet in G9:
[31] sec
[20] #corpgov
[15] councilinstinv
[12] now
[12] advancing
[12] policies
[12] aimed
[12] disenfranchising
[12] #investors
[12] seek

Top Words in Tweet in G10:
[70] uber
[40] #corpgov
[38] million
[37] worth
[36] sold
[36] stock
[36] #execpay
[36] #ceopay
[35] co
[35] founder

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[935] gt,gt
[878] #corpgov,togovern
[441] ge,#ge
[357] #fcpa,#corpgov
[345] #ge,#fcpa
[344] survivor,seema
[340] seema,sapra
[326] #metoo,survivor
[310] realdonaldtrump,fbi
[304] fbi,potus

Top Word Pairs in Tweet in G1:
[456] #corpgov,togovern
[102] gt,gt
[78] #corpgov,#ceo
[77] #ceo,#cfo
[65] harvardcorpgov,posted
[62] #board,#boardofdirectors
[60] corporate,governance
[59] #boardofdirectors,#directorship
[57] #directorship,#governance
[44] #corpgov,#esg

Top Word Pairs in Tweet in G2:
[421] #corpgov,togovern
[403] ge,#ge
[319] #fcpa,#corpgov
[314] #ge,#fcpa
[314] survivor,seema
[313] seema,sapra
[304] delhipolice,cpdelhi
[303] realdonaldtrump,fbi
[303] fbi,potus
[303] potus,pmoindia

Top Word Pairs in Tweet in G3:
[631] gt,gt
[138] mikequindazzi,gt
[96] #pwc,mikequindazzi
[81] gt,#pwc
[59] #machinelearning,#deeplearning
[51] top,#ai
[51] #ai,risks
[51] risks,business
[51] business,technology
[51] technology,leaders

Top Word Pairs in Tweet in G4:
[26] equilarinc,notes
[26] #corpgov,source
[20] #execcomp,#corpgov
[17] compensation,committee
[15] committee,forum
[11] #corpgov,#grc
[10] earned,23
[9] equilar,nasdaqcorpgov
[9] nasdaqcorpgov,compensation
[9] board,directors

Top Word Pairs in Tweet in G5:
[15] ã,ã
[6] corporate,governance
[5] ãƒ,ãƒ
[4] #corpgov,#esg
[4] å,ã
[3] shareholder,activism
[3] conflicted,controllers
[3] controllers,â
[3] â,œ800
[3] œ800,pound

Top Word Pairs in Tweet in G6:
[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
[8] #compliance,#riskmanagement

Top Word Pairs in Tweet in G7:
[8] great,read
[8] read,new
[8] new,ownership
[8] ownership,structures
[8] structures,lock
[8] lock,social
[8] social,mission
[8] mission,biz
[8] biz,e
[8] e,g

Top Word Pairs in Tweet in G8:
[11] corporate,governance
[10] latest,corporate
[10] governance,briefing
[10] briefing,thanks
[7] oec2solutions,diversity
[7] diversity,inclusion
[7] inclusion,giving
[7] giving,value
[7] value,human
[7] human,being

Top Word Pairs in Tweet in G9:
[12] now,advancing
[12] advancing,policies
[12] policies,aimed
[12] aimed,disenfranchising
[12] disenfranchising,#investors
[12] #investors,seek
[12] seek,engage
[12] engage,#companies
[12] #companies,encourage
[12] check,out

Top Word Pairs in Tweet in G10:
[36] million,worth
[35] uber,co
[35] co,founder
[35] founder,travis
[35] travis,kalanick
[35] kalanick,sold
[35] sold,547
[35] 547,million
[35] worth,uber
[35] uber,stock

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

Top Replied-To in G1:
@excellencia_ltd
@entrepreneur
@annalynkurtz
@npr
@iaa_today
@valueedgeadvsrs
@cfo
@employeecorpgov
@issgovernance
@ttfacer

Top Replied-To in G2:
@amitshah
@delhipolice
@narendramodi
@dcp_outernorth
@boardroominside
@pmoindia
@boardintel
@gmb_union
@blackchambertn
@dcpdwarka

Top Replied-To in G4:
@cnbc
@business
@cnn
@yahoofinance
@cbsnews
@sharje8
@washingtonpost
@yahoo
@amycedmondson

Top Replied-To in G6:
@anrarisk
@bcg

Top Replied-To in G7:
@brdondero

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

Top Mentioned in G1:
@togovern
@harvardcorpgov
@fr_hossain
@mpborman
@mikequindazzi
@excellencia_ltd
@nminow
@proxyinsight
@sec_news
@standardethics

Top Mentioned in G2:
@togovern
@delhipolice
@realdonaldtrump
@fbi
@potus
@gurgaonpolice
@pmoindia
@cpdelhi
@statedept
@whitehouse

Top Mentioned in G3:
@mikequindazzi
@wef
@darpa
@alison_iot
@excellencia_ltd
@markmcardle
@newtechlaw
@antgrasso
@fisher85m
@harry_robots

Top Mentioned in G4:
@equilarinc
@nasdaqcorpgov
@competentboards
@nasdaq
@linkedin
@facebook
@boeing
@goldmansachs
@society4corpgov
@kategrussing

Top Mentioned in G5:
@bdti_japan

Top Mentioned in G6:
@bcg
@assobenefit
@aldogebbia
@protiviti
@nedcommunity
@hersheyjobs
@thedisableddiva
@xcursionsoft
@redcrow2014
@trc_group

Top Mentioned in G7:
@ttfacer
@financialtimes
@jeremy_kress
@erinchsahan
@steelewheelz
@profpadfield
@samgilpin
@yscnews
@labo_clerma
@bvaliorgue

Top Mentioned in G8:
@harvardbiz
@oec2solutions
@nacd
@stephenmgoldy
@cggovernance
@fassbach
@mpborman
@theadamjepstein
@corpgovuk
@caithnesscoc

Top Mentioned in G9:
@councilinstinv
@fireynolds
@thedealnewsroom
@womensforumny
@issgovernance
@johnhkeenan
@ctwinvgrp
@rorol
@pri_news
@secnews

Top Mentioned in G10:
@uber
@inothernewsnow
@wsj
@agendaweek
@mylogiq

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@marcocostaatfx
@applesupport
@gamergeeknews
@startupsbot
@evankirstel
@chidambara09
@pckj3627
@3wombats

Top Tweeters in G1:
@marcocostaatfx
@startupsbot
@chidambara09
@dgendvil
@santchiweb
@fintechna
@reuters
@coldtusker
@andrewmorrisuk
@wsj

Top Tweeters in G2:
@mcdonalds
@mercnews
@abcnews
@financialtimes
@ft
@dailymailuk
@fastcompany
@forbes
@fortunemagazine
@expansioncom

Top Tweeters in G3:
@arkangelscrap
@sectest9
@gamergeeknews
@evankirstel
@kotaknaren
@calcaware
@cybersec_feeds
@gvalan
@ssxman2
@2601manish

Top Tweeters in G4:
@applesupport
@walmart
@business
@washingtonpost
@cnbc
@abc
@cnn
@yahoofinance
@cbsnews
@nbcnews

Top Tweeters in G5:
@iam__network
@rgmarcos25
@bruno_j_navarro
@marxnd
@larryladd1
@drrleblanc
@tompowdrill
@tyfrancis
@marywhenman
@corgovinstitute

Top Tweeters in G6:
@auwal44
@myth_busterz
@thedisableddiva
@vonyaglobal
@forcescanada
@protiviti
@renatoopiceblum
@brokeandbroker
@bcg
@vpfetter

Top Tweeters in G7:
@socentlive
@gregsgroove
@seasolicitorcjs
@jentaub
@tyillc
@mrvassociates
@shrynne
@willauerprosky
@elias_me_em
@scottdeveau

Top Tweeters in G8:
@harvardbiz
@_businesswales
@intouchnetworks
@annamamalaki
@lbs
@execedcourses
@davidcohenesq
@diversityup
@corpgovresearch
@fayfeeney

Top Tweeters in G9:
@sharanjit
@rmack
@thedealnewsroom
@sustainablydef
@fireynolds
@resnick_pi
@leifutne
@andygreensf
@theilmatic
@ruthmagin

Top Tweeters in G10:
@sharks1334
@ply4hyre
@essexgeez
@reggievaitz
@bottyy
@kimbarrett
@djt1940
@rare22
@ycmiycmiu
@lyoshki


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