corpgov, Twitter, 11/27/2019 1:57:35 PM, 217488


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corpgov_2019-11-26_16-31-08.xlsx
corpgov_2019-11-26_16-31-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 27, 2019
Short Description:
corpgov via NodeXL http://bit.ly/2rzbFgw
@excellencia_ltd
@profciara
@coalminetweety
@kingsleyblewett
@cafeangst
@joshseefried
@aidindia3
@corpgovuk
@mikequindazzi
@harvardcorpgov

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

Description:
Description
The graph represents a network of 1,979 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 Wednesday, 27 November 2019 at 00:32 UTC.

The requested start date was Monday, 25 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 8-day, 23-hour, 42-minute period from Saturday, 16 November 2019 at 01:06 UTC to Monday, 25 November 2019 at 00:48 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 : 1979
Unique Edges : 4015
Edges With Duplicates : 7622
Total Edges : 11637
Number of Edge Types : 3
Mentions : 10195
Tweet : 1345
Replies to : 97
Self-Loops : 1345
Reciprocated Vertex Pair Ratio : 0.0238744884038199
Reciprocated Edge Ratio : 0.0466355762824783
Connected Components : 77
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1837
Maximum Edges in a Connected Component : 11436
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.266155
Graph Density : 0.0011503496521361
Modularity : 0.310728
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,979 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 Wednesday, 27 November 2019 at 00:32 UTC.

The requested start date was Monday, 25 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 8-day, 23-hour, 42-minute period from Saturday, 16 November 2019 at 01:06 UTC to Monday, 25 November 2019 at 00:48 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:
[27] http://tweetedtimes.com/v/8663
[18] https://www.bloomberg.com/tosv2.html?vid=&uuid=88895de0-0b04-11ea-989d-a519a17c0e88&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMS0xOS9zZWMtY2hhaXJtYW4tY2l0ZXMtZmlzaHktbGV0dGVycy1pbi1zdXBwb3J0LW9mLXBvbGljeS1jaGFuZ2U=
[17] https://corpgov.law.harvard.edu/2019/11/20/risk-management-and-the-board-of-directors-7/
[17] https://www.pwc.com/gx/en/financial-services/pdf/insurance-rpa-survey-report.pdf
[14] https://corpgov.law.harvard.edu/2019/11/18/2019-u-s-spencer-stuart-board-index/
[13] https://corpgov.law.harvard.edu/2019/11/19/retail-shareholder-participation/
[13] http://tweetedtimes.com/v/2018
[12] https://corpgov.law.harvard.edu/2019/11/20/fintech-bigtech-and-the-future-of-banks/
[12] https://www.pwc.com/dti?utm_campaign=sbpwc&utm_medium=newsletter&utm_source=insights&utm_content=20191112#five-traits-of-data-trust-pacesetters
[12] https://corpgov.law.harvard.edu/2019/11/20/letter-by-sec-commissioner-robert-j-jackson-jr-to-congresswoman-maloney/

Top URLs in Tweet in G1:
[1] https://corpgov.law.harvard.edu/2019/04/16/2019-u-s-executive-compensation-trends/

Top URLs in Tweet in G2:
[11] https://corpgov.law.harvard.edu/2019/11/20/risk-management-and-the-board-of-directors-7/
[11] https://www.pwc.com/dti?utm_campaign=sbpwc&utm_medium=newsletter&utm_source=insights&utm_content=20191112#five-traits-of-data-trust-pacesetters
[11] https://www.pwc.com/gx/en/financial-services/pdf/insurance-rpa-survey-report.pdf
[11] http://tweetedtimes.com/v/2018
[11] http://tweetedtimes.com/v/8663
[10] https://corpgov.law.harvard.edu/2019/11/20/letter-by-sec-commissioner-robert-j-jackson-jr-to-congresswoman-maloney/
[10] https://corpgov.law.harvard.edu/2019/11/18/2019-u-s-spencer-stuart-board-index/
[10] http://tweetedtimes.com/v/2019
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188397
[9] MT

Top URLs in Tweet in G3:
[16] http://tweetedtimes.com/v/8663
[10] https://www.youtube.com/watch?v=eZzU-J8BCi8

[9] http://www.radicalcompliance.com/2019/11/15/ccos-serving-corporate-boards/
[9] https://www.youtube.com/watch?v=cbTtSPATxfk

[9] https://seemasapra.blogspot.com/2019/11/grave-and-immediate-threat-to-life-of_23.html?m=1
[8] https://seemasapra.blogspot.com/2019/11/grave-and-immediate-threat-to-life-of_24.html?m=1
[8] http://www.radicalcompliance.com/2019/11/15/clayton-hints-whistleblower-program/
[8] https://www.bloomberg.com/tosv2.html?vid=&uuid=88895de0-0b04-11ea-989d-a519a17c0e88&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMS0xOS9zZWMtY2hhaXJtYW4tY2l0ZXMtZmlzaHktbGV0dGVycy1pbi1zdXBwb3J0LW9mLXBvbGljeS1jaGFuZ2U=
[8] https://trustacrossamerica.com/cgi-bin/nominations.cgi
[8] https://seemasapra.blogspot.com/2019/11/grave-and-immediate-threat-to-life-of_16.html?m=1

Top URLs in Tweet in G4:
[7] 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
[4] https://www.ceres.org/resources/reports/running-risk-how-corporate-boards-can-oversee-environmental-social-and-governance
[2] https://bit.ly/2OAcldI?utm_content=106231155&utm_medium=social&utm_source=twitter&hss_channel=tw-161052001
[2] https://www.ceres.org/news-center/press-releases/new-ceres-report-calls-corporate-boards-oversee-sustainability-risks?utm_source=twitter&utm_medium=organic&utm_campaign=governance&utm_content=pressrelease
[2] http://pipeline.thedeal.com/login/index.dl
[2] https://twitter.com/sarahmorris2015/status/1197163927739752448
[2] https://corpgov.com/interview-deloitte-says-companies-need-ethical-framework-around-ai/
[2] http://ipo-edge.com/2019/11/19/interview-tcv-partner-woody-marshall-explains-the-key-to-a-winning-technology-growth-story/
[2] https://www.icgn.org/events/icgn-2019-global-stewardship-forum
[1] https://bit.ly/2OcHHIr?utm_content=106231847&utm_medium=social&utm_source=twitter&hss_channel=tw-161052001

Top URLs in Tweet in G5:
[3] https://ctfn.news/stories/nov-22-2019-cengage-mcgraw-hill-199880
[3] https://ctfn.news/essentials/two-essentials-from-ctfn-this-week-12
[3] https://ctfn.news/stories/nov-21-2019-amzn-dish-198699
[2] https://ctfn.news/stories/nov-15-2019-dhr-nvst-196382
[2] https://www.sec.gov/ix?doc=/Archives/edgar/data/50725/000005072519000072/a8k201911-15x19.htm
[1] https://ctfn.news/essentials/four-essentials-from-ctfn-this-week-7
[1] https://www.sec.gov/ix?doc=/Archives/edgar/data/1519061/000155837019011135/tse-20191120x8k915798d.htm
[1] https://www.sec.gov/Archives/edgar/data/20286/000002028619000073/exhibit99111-15x19.htm
[1] https://www.sec.gov/ix?doc=/Archives/edgar/data/1224608/000122460819000057/form8-k112019shares.htm
[1] https://www.sec.gov/ix?doc=/Archives/edgar/data/1089063/000108906319000076/dks-201911128xk.htm

Top URLs in Tweet in G6:
[6] https://www.pwc.com/gx/en/financial-services/pdf/insurance-rpa-survey-report.pdf
[3] https://corpgov.law.harvard.edu/2019/11/17/the-effects-of-recent-proposed-cfius-regulations-on-fund-managers/
[3] https://corpgov.law.harvard.edu/2019/11/18/getting-tired-of-your-friends-the-dynamics-of-venture-capital-relationships/
[3] https://corpgov.law.harvard.edu/2019/11/16/fall-of-the-ivory-tower-controlled-companies-and-shareholder-activism/
[3] https://corpgov.law.harvard.edu/2019/11/17/board-pay-under-the-microscope/
[2] https://corpgov.law.harvard.edu/2019/10/17/disclosure-on-cybersecurity-risk-and-oversight/
[2] https://corpgov.law.harvard.edu/2019/11/17/pcaob-corporate-governance/
[2] https://corpgov.law.harvard.edu/2019/11/20/letter-by-sec-commissioner-robert-j-jackson-jr-to-congresswoman-maloney/
[2] https://corpgov.law.harvard.edu/2019/11/18/women-in-the-boardroom-a-global-perspective/
[2] https://www.ie.edu/insights/infographics/more-women-in-the-boardroom/

Top URLs in Tweet in G7:
[7] https://hbr.org/2018/03/women-experience-more-incivility-at-work-especially-from-other-women
[3] https://www.ft.com/content/0fbf4d8e-022b-11ea-be59-e49b2a136b8d
[3] https://www.wsj.com/articles/the-boardroom-sage-who-was-into-good-governance-before-it-was-cool-11573813805?emailToken=f6b662b487f380454eb381c137001d2efgOnrPgqfcYkv8FnI8zBKbho/3utWGrFZISS9OE+ZgLJzLhd7lNFQXDrsKrCaGqtwP0CManXAffYFaUtpt4l0dji5wW/bgXMwSsHKhQJaSMwwcFd8x91752IKg5XBKKl&reflink=article_copyURL_share
[3] https://twitter.com/fr_hossain/status/1191921512615424005
[3] https://www.washingtonpost.com/health/suffering-from-bad-knees-some-look-for-alternatives-to-surgery/2019/11/15/d286d862-dfd7-11e9-be96-6adb81821e90_story.html
[3] https://www.wsj.com/articles/the-business-case-for-more-diversity-11572091200
[3] https://twitter.com/fr_hossain/status/1159198723970347011?s=21
[3] https://twitter.com/fr_hossain/status/1032019550068527105?s=20
[3] https://www.wsj.com/articles/advice-to-give-women-blood-thinners-after-c-sections-draws-fire-11571823000?emailToken=490587e480c0c4fa235e667cc3b82621XkkpKtFY0HJK3J1EJPVmIrp2FWfBo70IfhMyQ84qiKo+l6473h7O/g3s08vIipfOBDbXZ7Z2NeUkN6jwDRLSNI0K/ovcpZPaOqC0q5/IwdwJrclzWUhn/iGHyK+SzzAb&reflink=article_copyURL_share
[3] https://projects.propublica.org/docdollars/query?commit=Search&query=Farzana+Rashid&state=PA&utf8=

Top URLs in Tweet in G8:
[5] https://www.theaustralian.com.au/inquirer/westpac-a-trail-of-child-exploitation/news-story/455ef5564743c5894b0f585e532cfc2f
[3] https://www.afr.com/companies/financial-services/how-many-children-did-westpac-fail-20191121-p53cv1
[2] https://twitter.com/vanOnselenP/status/1197113276611481601
[2] https://twitter.com/leonahug/status/1197720939489681408
[1] https://www.dailymail.co.uk/news/article-7718991/Child-abuse-charity-sacks-founder-61-sex-pizza-restaurant-toilet-woman.html
[1] https://www.dailyecho.co.uk/news/17931424.two-hampshire-schools-examined-child-sexual-abuse-inquiry/?ref=twtrec
[1] https://www.abc.net.au/news/rural/2019-11-20/national-australia-bank-no-loans-for-animal-welfare-breaches/11721524
[1] https://www.perthnow.com.au/news/fremantle/city-of-fremantle-admits-underpaying-casual-shift-workers-more-than-500000-ng-b881389831z?utm_campaign=share-icons&utm_source=twitter&utm_medium=social&tid=1574328308085
[1] https://www.abc.net.au/news/rural/2019-11-22/awi-agm-2019-result-merriman-dumped/11725144
[1] https://www.smh.com.au/sport/soccer/ffa-board-members-quit-in-protest-over-handling-of-olyroos-scandal-20191120-p53ci0.html

Top URLs in Tweet in G9:
[2] https://paper.li/VonyaGlobal/1318868348?edition_id=d66971f0-0cb5-11ea-a278-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=58e8e4a0-0f11-11ea-a278-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318345001?edition_id=2a013d80-0aee-11ea-9c15-0cc47a0d164b
[1] https://paper.li/VonyaGlobal/1318345001?edition_id=d37f0aa0-0e12-11ea-a9ac-0cc47a0d164b
[1] https://paper.li/VonyaGlobal/1318345001?edition_id=aa8a28d0-0892-11ea-9c15-0cc47a0d164b
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=0252e590-08c8-11ea-86a9-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=326502d0-0991-11ea-86a9-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=57f156b0-0a5a-11ea-86a9-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=820ca890-0b23-11ea-86a9-0cc47a0d1605
[1] https://paper.li/VonyaGlobal/1318868348?edition_id=ac6ddd10-0bec-11ea-86a9-0cc47a0d1605

Top URLs in Tweet in G10:
[4] https://www.cnn.com/2019/11/15/success/women-board-members-gender-gap/index.html
[2] https://womengetonboard.ca/news/member-showcase/
[2] https://lnkd.in/e5u63EJ
[2] https://womengetonboard.ca/board-appointments/
[2] https://twitter.com/bof/status/1197615898581966860
[1] https://heidrick.com/Knowledge-Center/Publication/Moving_from_a_seat_at_the_table_to_the_head_of_the_table_Lessons_from_female_board-chairs?_lrsc=97e32d87-2cab-4fb1-9852-2b14e0a5dd10
[1] https://www.womencorporatedirectors.org/WCD/Events/Americas_2020/pages/Agenda.aspx
[1] https://twitter.com/maria_li23/status/1197565554829209602
[1] https://twitter.com/WCDBoardnext/status/1196484357822791682
[1] https://associationsnow.com/2019/11/active-approach-board-diversity/

Top Domains
Top Domains in Tweet in Entire Graph:
[298] harvard.edu
[261] twitter.com
[142] ft.com
[125] co.uk
[60] wsj.com
[57] mckinsey.com
[52] rentadirector.com
[50] bit.ly
[50] tweetedtimes.com
[47] boardagenda.com

Top Domains in Tweet in G1:
[1] harvard.edu

Top Domains in Tweet in G2:
[172] harvard.edu
[56] twitter.com
[56] ft.com
[36] pwc.com
[32] tweetedtimes.com
[26] wsj.com
[26] boardagenda.com
[25] mckinsey.com
[24] co.uk
[17] bloomberg.com

Top Domains in Tweet in G3:
[119] twitter.com
[94] co.uk
[79] ft.com
[52] rentadirector.com
[51] harvard.edu
[43] blogspot.com
[42] sustmememagazine.com
[34] corpgovuk.com
[34] radicalcompliance.com
[34] youtube.com

Top Domains in Tweet in G4:
[27] bit.ly
[14] ceres.org
[9] twitter.com
[9] paper.li
[7] boardbookit.com
[3] nasdaq.com
[3] corpgov.com
[2] thedeal.com
[2] agendaweek.com
[2] harvard.edu

Top Domains in Tweet in G5:
[26] sec.gov
[12] ctfn.news
[2] businesswire.com
[2] prnewswire.com
[1] co.uk
[1] cubic.com
[1] clr.com
[1] globenewswire.com
[1] twitter.com

Top Domains in Tweet in G6:
[55] harvard.edu
[7] linkedin.com
[7] pwc.com
[6] twitter.com
[4] afr.com
[3] aon.com
[2] wsj.com
[2] strategy-business.com
[2] deloitte.com
[2] ie.edu

Top Domains in Tweet in G7:
[38] twitter.com
[13] hbr.org
[12] wsj.com
[4] ft.com
[3] washingtonpost.com
[3] propublica.org
[2] nytimes.com
[2] trusteemag.com
[2] modernhealthcare.com
[2] nacdonline.org

Top Domains in Tweet in G8:
[15] com.au
[7] net.au
[4] twitter.com
[3] co.uk
[3] afr.com
[1] cnn.com
[1] theguardian.com

Top Domains in Tweet in G9:
[14] paper.li
[1] radicalcompliance.com

Top Domains in Tweet in G10:
[4] womengetonboard.ca
[4] twitter.com
[4] cnn.com
[2] lnkd.in
[1] heidrick.com
[1] womencorporatedirectors.org
[1] associationsnow.com
[1] axios.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3707] corpgov
[570] ge
[570] metoo
[410] fcpa
[294] esg
[175] boardofdirectors
[170] ceo
[153] governance
[125] board
[114] cfo



Top Hashtags in Tweet in G2:
[1089] corpgov
[98] pwc
[96] esg
[85] board
[84] boardofdirectors
[80] cfo
[79] ceo
[65] fintech
[65] rpa
[64] automation

Top Hashtags in Tweet in G3:
[1896] corpgov
[416] metoo
[414] ge
[303] fcpa
[102] esg
[83] boardofdirectors
[83] compliance
[71] sustainability
[67] governance
[65] ceo

Top Hashtags in Tweet in G4:
[143] corpgov
[67] esg
[26] cga19
[20] governance
[19] climate
[16] runningtherisk
[12] corporategovernance
[11] board
[9] nasdaqboardvantage
[9] boards

Top Hashtags in Tweet in G5:
[179] corpgov
[136] ge
[127] metoo
[97] fcpa
[12] hedgefunds
[7] antitrust
[6] spectrum
[4] mergers
[4] telecom
[3] meregers

Top Hashtags in Tweet in G6:
[54] corpgov
[7] diversity
[7] pwc
[7] fintech
[6] robotic
[6] automation
[6] rpa
[6] insurance
[6] finserv
[6] insurtech

Top Hashtags in Tweet in G7:
[55] corpgov
[37] health
[36] healthcare
[30] hospital
[19] doctor
[17] philadelphia
[16] transparency
[13] medtwitter
[13] heforshe
[12] ceo

Top Hashtags in Tweet in G8:
[44] corpgov
[18] nfp
[18] westpac
[17] nonprofit
[9] austrac
[8] charitygov
[8] childsexualexploitation
[6] safeguarding
[6] banking
[6] childexploitation

Top Hashtags in Tweet in G9:
[18] corpgov
[13] internalaudit
[9] compliance
[6] riskmanagement
[3] sustainability

Top Hashtags in Tweet in G10:
[28] corpgov
[11] womengetonboard
[10] morewomenonboards
[8] boarddiversity
[5] diversity
[3] promote
[3] metoo
[3] womenonboards
[2] wgobmember
[2] shareholder

Top Words
Top Words in Tweet in Entire Graph:
[3271] Words in Sentiment List#1: Positive
[2063] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[101042] Non-categorized Words
[106376] Total Words
[3706] #corpgov
[1227] togovern
[617] gt
[597] 2019
[584] ceo

Top Words in Tweet in G1:
[436] median
[436] total
[436] ceo
[436] pay
[436] million
[435] joshseefried
[435] cafeangst
[435] really
[435] feel
[435] 2009

Top Words in Tweet in G2:
[1088] #corpgov
[535] gt
[415] togovern
[189] corporate
[183] mikequindazzi
[134] harvardcorpgov
[134] board
[131] governance
[120] business
[116] posted

Top Words in Tweet in G3:
[1896] #corpgov
[812] togovern
[416] #metoo
[415] ge
[414] #ge
[390] pmoindia
[303] #fcpa
[301] amitshah
[299] delhipolice
[291] cpdelhi

Top Words in Tweet in G4:
[143] #corpgov
[67] #esg
[61] corporate
[48] risks
[44] report
[37] governance
[34] boards
[31] nasdaqcorpgov
[30] nasdaq
[30] ceresnews

Top Words in Tweet in G5:
[179] #corpgov
[163] seemasapralaw
[136] ge
[136] #ge
[127] #metoo
[97] #fcpa
[85] survivor
[82] seema
[76] sapra
[71] whistleblower

Top Words in Tweet in G6:
[54] #corpgov
[54] gt
[19] board
[12] 2019
[12] mikequindazzi
[9] corporate
[9] governance
[8] risk
[8] companies
[8] work

Top Words in Tweet in G7:
[59] fr_hossain
[55] #corpgov
[55] women
[38] #health
[36] #healthcare
[30] #hospital
[19] #doctor
[17] #philadelphia
[16] #transparency
[13] health

Top Words in Tweet in G8:
[44] #corpgov
[25] 2rarely
[18] #nfp
[17] #nonprofit
[17] #westpac
[15] corpgovresearch
[13] scandal
[10] corpgovuk
[9] #austrac
[9] board

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

Top Words in Tweet in G10:
[28] #corpgov
[15] board
[11] #womengetonboard
[10] #morewomenonboards
[8] #boarddiversity
[8] more
[8] numbers
[8] today
[8] wgobcanada
[8] boards

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[778] #corpgov,togovern
[542] ge,#ge
[441] ceo,pay
[439] median,total
[439] total,ceo
[437] 2009,median
[437] pay,million
[437] million,2019
[436] joshseefried,cafeangst
[436] cafeangst,really

Top Word Pairs in Tweet in G1:
[436] median,total
[436] total,ceo
[436] ceo,pay
[435] joshseefried,cafeangst
[435] cafeangst,really
[435] really,feel
[435] feel,2009
[435] 2009,median
[435] pay,million
[435] million,2019

Top Word Pairs in Tweet in G2:
[376] #corpgov,togovern
[352] gt,gt
[88] #pwc,mikequindazzi
[87] corporate,governance
[85] harvardcorpgov,posted
[74] gt,#pwc
[73] #corpgov,#ceo
[72] #ceo,#cfo
[67] mikequindazzi,gt
[62] #board,#boardofdirectors

Top Word Pairs in Tweet in G3:
[402] #corpgov,togovern
[396] ge,#ge
[299] #fcpa,#corpgov
[287] delhipolice,cpdelhi
[286] #ge,#fcpa
[286] #metoo,survivor
[286] survivor,seema
[286] seema,sapra
[285] realdonaldtrump,fbi
[285] fbi,potus

Top Word Pairs in Tweet in G4:
[28] #esg,risks
[26] corporate,governance
[23] #corpgov,#cga19
[16] report,#runningtherisk
[14] corporate,boards
[13] governance,awards
[13] companies,truly
[13] truly,create
[13] create,value
[13] value,without

Top Word Pairs in Tweet in G5:
[131] ge,#ge
[97] #ge,#fcpa
[96] #fcpa,#corpgov
[85] #metoo,survivor
[82] survivor,seema
[76] seema,sapra
[71] #corpgov,whistleblower
[68] whistleblower,#metoo
[53] excellencia_ltd,seemasapralaw
[53] attempt,murder

Top Word Pairs in Tweet in G6:
[36] gt,gt
[7] corporate,governance
[7] #pwc,mikequindazzi
[6] #robotic,process
[6] process,#automation
[6] #automation,#rpa
[6] #rpa,doing
[6] doing,actuarial
[6] actuarial,work
[6] work,gt

Top Word Pairs in Tweet in G7:
[28] #health,#healthcare
[12] #hospital,#corpgov
[9] #ceo,#hospital
[8] hospital,health
[8] health,system
[8] #philadelphia,#doctor
[8] #heforshe,#sheforshe
[8] #corpgov,#ceo
[8] #doctor,#physician
[8] chart,financial

Top Word Pairs in Tweet in G8:
[17] #nfp,#nonprofit
[8] #charitygov,#corpgov
[7] #nonprofit,#corpgov
[6] #corpgov,#safeguarding
[6] spectacular,failure
[6] failure,one
[6] one,scandal
[6] scandal,#westpac
[6] #westpac,play
[6] play,down

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

Top Word Pairs in Tweet in G10:
[9] #womengetonboard,#corpgov
[6] #corpgov,#morewomenonboards
[6] more,women
[6] women,big
[6] big,company
[6] company,boards
[6] boards,numbers
[6] numbers,still
[6] still,shockingly
[6] shockingly,low

Top Replied-To
Top Replied-To in Entire Graph:
@amitshah
@narendramodi
@shivsunny
@dcp_outernorth
@ipsmadhurverma
@dcpdwarka
@dcp_ccc_delhi
@janeyx
@boardroominside
@stanfordcorpgov

Top Replied-To in G1:
@joshseefried

Top Replied-To in G2:
@stanfordcorpgov
@sec_news
@johnwrogers
@robbarsallo
@compliancememe
@executivepay
@corpgoviae
@ipaeperu
@rmapalacios
@businessinsider

Top Replied-To in G3:
@amitshah
@narendramodi
@dcp_outernorth
@shivsunny
@dcp_ccc_delhi
@dcpdwarka
@ipsmadhurverma
@boardroominside
@cbsnews
@recruitermag

Top Replied-To in G4:
@ceresnews
@morrowsodali

Top Replied-To in G5:
@craigscolorado
@walshfreedom
@socialpowerone1

Top Replied-To in G8:
@janeyx

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

Top Mentioned in G1:
@cafeangst
@kingsleyblewett
@joshseefried

Top Mentioned in G2:
@togovern
@mikequindazzi
@harvardcorpgov
@mpborman
@corpgovuk
@proxyinsight
@excellencia_ltd
@nminow
@directorsboards
@wsj

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

Top Mentioned in G4:
@ceresnews
@nasdaqcorpgov
@nasdaq
@corpsecmag
@corpgovernor
@okapipartners
@icrpr
@att
@hsaltman
@boardbookit

Top Mentioned in G5:
@seemasapralaw
@excellencia_ltd
@nancylevine
@craigscolorado
@amitshah
@corpgovuk
@710knus
@realdonaldtrump
@salemmediagrp
@medvedshow

Top Mentioned in G6:
@execcareercoach
@marcgjg

Top Mentioned in G7:
@fr_hossain
@harvard
@harvardbiz
@wsj
@nacd
@marquardtglobal
@har
@ft
@propub
@modrnhealthcr

Top Mentioned in G8:
@2rarely
@corpgovresearch
@corpgovuk
@theage
@abcnews
@ahpra
@mel_raymond1
@napac
@watoday
@greghuntmp

Top Mentioned in G9:
@nancybeckley
@cycleoptic
@danrameycpa
@costbenefitkma
@cicvancouver
@globalresults
@jadeamiles
@renaturedotorg
@corinneintexas
@infosecresource

Top Mentioned in G10:
@wgobcanada
@2020wob
@aspireascend
@marshglobal
@womencorpdirs
@jjsahadi
@mercer
@sunnybrook
@westparkhcc
@deboraherosati

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@arkangelscrap
@sectest9
@nosqldigest
@solutioneer72
@gamergeeknews
@startupsbot
@chidambara09
@pckj3627
@thetrudz

Top Tweeters in G1:
@missb62
@thetrudz
@ggg_says
@lovetogive2
@blackswan725
@menjicm
@angelakrebs444
@solomonmissouri
@nartist
@soccermom1517

Top Tweeters in G2:
@arkangelscrap
@sectest9
@gamergeeknews
@chidambara09
@businessinsider
@mcdonalds
@fintechna
@business
@reuters
@nembotavy_0101

Top Tweeters in G3:
@startupsbot
@willseattle
@httweets
@iam__network
@nytimes
@nicochan33
@cnbc
@financialtimes
@tonytonerro9
@donahuejm

Top Tweeters in G4:
@eddarrell
@stevejacksonva
@vivmilano
@barbariancap
@att
@julie_hutchison
@ufuk89486848
@kb_leecaster
@1whistleblowers
@salesforce

Top Tweeters in G5:
@nosqldigest
@marieproia
@gambiste1
@empnew
@socialpowerone1
@chilepeppermama
@tina12312
@angry_gram
@gperry70
@nancylevine

Top Tweeters in G6:
@marxnd
@nancycleblanc
@financialnewswk
@strategymaestro
@execcareercoach
@soumikroy
@girardmaxime33
@njxxllc
@securitiesd
@boardprospects

Top Tweeters in G7:
@cnn
@higginsgggg
@harvardbiz
@propublica
@7longgame
@sirwesleythe1st
@cioonline
@modrnhealthcr
@officedge
@harvard

Top Tweeters in G8:
@pckj3627
@oatcake1967
@lyndsayfarlow
@mutalabala
@mailonline
@theheraldsun
@abcnews
@mailsport
@bondi_izzy
@theage

Top Tweeters in G9:
@muralikumarje
@cycleoptic
@kentgraziano
@jadeamiles
@vonyaglobal
@cornelsampson
@costbenefitkma
@ecoordina
@jlpanici
@coustautc

Top Tweeters in G10:
@cnnbusiness
@victoriassecret
@mercer
@bloggerwomen
@citi
@thebteamhq
@jjsahadi
@sunnybrook
@fticonsulting
@marshglobal