Logo
Data Snapshot

Search Results

Searched: in categories.


Pathway Title Description Sources Keywords
WEF_Resuming_operations_and_business_activity_post_COVID19

Briefing Paper Resuming operations and business activity post-COVID-19 Advanced Manufacturing Action Group In collaboration with McKinsey June 2020 Introduction 2 The COVID-19 global crisis continues to disrupt manufacturing and global supply chains with severe consequences for society, businesses, consumers and the global economy. Recognizing this urgency, the World Economic Forum s Advanced Manufacturing Action Group, which brings together leading voices in the advanced manufacturing space, ha McKinsey , state of the world , briefing paper resuming operations , briefing paper resuming , paper resuming operations , advanced manufacturing action group , advanced manufacturing , world economic forum , paper resuming , advanced manufacturing technologies , manufacturing , advanced manufacturing action 31-Jan-2021 auto-generated
WEF_Global_Lighthouse_Network

White Paper Global Lighthouse Network: Insights from the Forefront of the Fourth Industrial Revolution In collaboration with McKinsey & Company December 2019 World Economic Forum 91-93 route de la Capite CH-1223 Cologny/Geneva Switzerland Tel.: +41 (0)22 869 1212 Fax: +41 (0)22 786 2744 Email: contact@weforum.org www.weforum.org 2019 World Economic Forum. All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, including photocopying and reco McKinsey , technologies across its manufacturing , technologies throughout their production , teams with an agile , platform across all systems , electric s nine smart , companies in the global , plants in their manufacturing , development and new production , otosan s whole organization , automation in its 31-Jan-2021 auto-generated
Research-signals-autos-signals

K E Y S TAT S 32 industry specific factors 30+ global automotive manufacturers 10+ years of historical data 12 time series data points for additional analysis CUS TO M ER S Hedge Funds Asset Managers Mutual Funds Banks Research Signals: Automotive Signals Proprietary industry-specific signals designed to predict global automotive stock returns Our Automotive Signals systematically score stocks based on a number of metrics specific to the automobile industry. Metrics include stock-specific factor IHS Markit , hedge funds asset managers , funds asset managers mutual , asset managers mutual funds , managers mutual funds banks , mutual funds banks research , hedge funds asset , funds asset managers , managers mutual funds , mutual funds banks , asset managers mutual , funds banks research signals , funds 31-Jan-2021 auto-generated
3809534_3809541_0.1

Special Reports China: Will China join the CPTPP trade agreement? A look at how China joining the CPTPP could create significant momentum for a wider free trade agreement across the Asia- Pacific region (page 6) Upcoming PMI releases 16th December: Flash PMIs (US, UK, Eurozone, Japan, Australia) 4th-5th January: Final Worldwide Manufacturing PMIs 6th January: Final Worldwide Services PMIs 7th January: Detailed Global Sector PMIs Global PMI data showed the economic recovery losing momentum amid r IHS Markit , ahead of next week , china already a member , data out of china , russia us and china , china and any cptpp , cptpp , cptpp trade agreement , december united kingdom gdp , china , december china consumer price , ihs markit , rcep , trade , week ahead china inflation , december china trade balance 31-Jan-2021 auto-generated
186104134-CU-0318-AUT-FinancialPackagesBrochure-Update-FInal-LowRes

Automotive Insight Packages for the Financial Buy-side Understanding where the industry is going, the issues and innovations that will drive it forward, and the strategies that will bring success is key to more secure and more successful investment decisions. IHS Markit provides in-depth insight on the entire automotive value chain along with valuable industry intelligence and an unbiased perspective so you can clearly see where the opportunities and the minefields lie when it comes to investing IHS Markit , packages for the financial , data buckets history update , buckets history update frequency , forecast horizon data buckets , detail forecast horizon data , years annual current , horizon data buckets history , alternative propulsion plug-in engine , propulsion plug-in engine fuel , history update 31-Jan-2021 auto-generated
December_2020_Model_Performance_Report

Monthly Model Performance Report December 2020 Confidential | Copyright 2020 IHS Markit Ltd Research Signals Model Performance Report Table of Contents Monthly Recap US Large Cap Models US Small Cap Models Canada Models Japan Models Australia - New Zealand Models Developed Europe Models Developed Pacific Models Developed World Ex-North America (EAFE) Models Emerging Markets Models Frontier Markets Models Specialty Models Appendix 2 3 4 5 6 7 8 9 10 11 12 13 14 1 Research Signals Model Performan IHS Markit , model with one month , relative value value sector , performance in the small , deep value value momentum , universe the value momentum , relative value value momentum , earnings momentum price momentum , momentum price momentum relative , momentum december price momentum , earnings momentum decem 31-Jan-2021 auto-generated
121820_clean_energy_future_through_innovation_act_of_2020

G:\M\16\MCKINL\MCKINL_132.XML ..................................................................... (Original Signature of Member) 116TH CONGRESS 2D SESSION H. R. ll To advance clean power technology development and use through innovation and clean energy standards, and for other purposes. IN THE HOUSE OF REPRESENTATIVES Mr. MCKINLEY introduced the following bill; which was referred to the Committee on llllllllllllll A BILL To advance clean power technology development and use through innovation IHS Markit , buildings for which tax , year or the date , year following the date , system means a power , program under this section , department means the department , section or the date , date of the federal , building means a building , technologies that the secretary , dioxide in the united , general of 31-Jan-2021 auto-generated
381766640-1119-MT-FIN-Brochure-AlternativeData-update2-Final-HighRes

Alternative data for financial services Capture investment insights Actionable alternative data supported by insights from industry experts IHS Markit provides information and analysis to support the decision-making process of businesses and governments in major industries, including Aerospace & Defense; Automotive; Chemical; Energy; Capital Markets; Maritime & Trade, Technology, Healthcare & Pharmaceuticals. We are one of the largest data firms in the world. Our data scientists, financial exper IHS Markit , ihs markit ihs markit , ihs markit , ihs markit alternative datasets , markit ihs markit , ihs markit ihs , analytics ihs markit alternative , industry experts ihs markit , country risk ihs markit , financial services ihs markit , data , ihs markit alternative , product design ihs markit , markit 31-Jan-2021 auto-generated
South-Korea-Corporate-Governance-2020-Review_FInal2

ESG, Corporate Governance and M&A Research 13 January 2021 Issuer Solutions Contact Andreas Posavac Executive Director, ESG, M&A and Governance Advisory andreas.posavac@ihsmarkit.com Telephone +43 (0)664 444 11 30 Authors Janet Wong, CFA APAC Head of ESG, Governance and M&A Advisory, Issuer Solutions, IHS Markit Janet.wong@ihsmarkit.com Yura Ahn Senior Associate, ESG, Governance and M&A Advisory, Issuer Solutions, IHS Markit yura.ahn@ihsmarkit.com South Korea Corporate Governance 2020 Review Dur IHS Markit , solutions contact andreas posavac , contact andreas posavac executive , contact andreas posavac , issuer solutions contact andreas , andreas posavac executive director , solutions contact andreas , andreas posavac executive , contact andreas , andreas posavac , corporate governance , south korea c 31-Jan-2021 auto-generated
signature_version_baltic_sea_offshore_wind

Sides: BALTIC SEA OFFSHORE WIND JOINT DECLARATION OF INTENT the European Commission the Kingdom of Denmark the Federal Republic of Germany the Republic of Estonia the Republic of Latvia the Republic of Lithuania the Republic of Poland the Republic of Finland the Kingdom of Sweden INTRODUCTION In light of the objective of achieving a climate-neutral EU by 2050, the Paris Agreement, the European Green Deal presented by the European Commission, and national renewable deployment targets, including IHS Markit , energy in the region , presented by the european , office of the european , wind in the baltic , plans of every baltic , european green deal presented , european green deal , green deal presented , baltic sea offshore wind , baltic sea , baltic sea region , baltic offshore wind energy , offshore w 31-Jan-2021 auto-generated
IHS118_01-24

T H E R I G H T I N F O R M AT I O N AT T H E R I G H T T I M E WINTER/SPRING 2019 IHSMARKIT.COM/EI UNLOCK CORPORATE INTELLIGENCE in the Information Ecosystem Use Advanced Technologies to Enhance Knowledge Management Push Innovation to New Levels Discover Intelligence in Your Data How Many Books Does It Take to Change a Light Bulb? Answers to 5 Key Information Security Questions Fresh new content daily at www.SDCEXEC.COM IHS1218.indb 1 11/19/18 3:09 PM Engineering Workbench by IHS Markit Your si IHS Markit , technologies for most product , data of this part , access to the information , information is a key , change to that information , executives believe their company , information in an enterprise , percent of that information , information in the company , time that an engineer , intelligence in y 31-Jan-2021 auto-generated
Draft-Customer-Letter-CCPA-Addenda-11-7-19

IHS Markit Policy for the Processing of Data Governed by the CCPA The California Consumer Privacy Act of 2018, California Civil Code 1798.100 et seq. (the "CCPA"), will go into effect January 1, 2020. IHS Markit Ltd. and its subsidiaries and affiliates, (collectively IHS Markit ) and your company may have entered into agreement for the provision of services involving your data which potentially includes personal information that is subject to the CCPA and is processed by IHS Markit. If IHS Mark IHS Markit , governed by the ccpa , california consumer privacy act , california civil code , california consumer privacy , consumer privacy act , customer markit personal information , ihs markit policy , customer personal information , ihs markit , personal information , california consumer , california civi 31-Jan-2021 auto-generated
30000-foot_view_of_US_equity_markets

30,000-foot view of US equity markets December 2020 Research Signals The Dow Jones Industrial Average closed above 30,000 for the first time on 24 November 2020. For the month, the benchmark also recorded its best return in 33 years. We present an overview of noteworthy developments in US equity markets during this historic month. The recent rotation to value and small cap stocks was underscored by the highest monthly return for the iShares Russell 1000 Value ETF and iShares Russell 2000 ETF sin IHS Markit , technology and into energy , markit owns all ihs , dow jones industrial average , jones industrial average closed , ihs markit , ihs markit ishares russell , dow jones industrial , jones industrial average , ihs markit technology select , ihs markit figure , ihs markit etf analytics , ihs markit c 31-Jan-2021 auto-generated
November_2020_Model_Performance_Report

Monthly Model Performance Report November 2020 Confidential | Copyright 2020 IHS Markit Ltd Research Signals Model Performance Report Table of Contents Monthly Recap US Large Cap Models US Small Cap Models Canada Models Japan Models Australia - New Zealand Models Developed Europe Models Developed Pacific Models Developed World Ex-North America (EAFE) Models Emerging Markets Models Frontier Markets Models Specialty Models Appendix 2 3 4 5 6 7 8 9 10 11 12 13 14 1 Research Signals Model Performan IHS Markit , performance within the bank , bank in the universe , performance in the small , relative value value sector , deep value value momentum , relative value value momentum , momentum price momentum relative , earnings momentum price momentum , momentum november price momentum , november price momentum 31-Jan-2021 auto-generated
Research-Signals-SMI

K E Y S TAT S 22 social media indicators 2,500 US-traded stocks in the universe 350+ LSE stocks in the universe 5 years of out-of-sample data CUS TO M ER S Hedge funds Asset managers Banks Research Signals: social media indicators A suite of predictive social media sentiment factors to provide additional intelligence for generating investment decisions and supporting research for strategy development. Social media datasets can open up a new, non-traditional source of data to support alpha genera IHS Markit , hedge funds asset managers , hedge funds asset , funds asset managers banks , asset managers banks research , funds asset managers , social media indicators , social media , asset managers banks , ihs markit , media indicators , hedge funds , funds asset , asset managers , social , media , lse sto 31-Jan-2021 auto-generated
Aircraft-CO2-Rule-Petition-for-Review

USCA Case #21-1021 Document #1880397 Filed: 01/15/2021 Page 1 of 47 IN UNITED STATES COURT OF APPEALS FOR THE DISTRICT OF COLUMBIA CIRCUIT CENTER FOR BIOLOGICAL DIVERSITY, FRIENDS OF THE EARTH, and SIERRA CLUB, Petitioners, v. UNITED STATES ENVIRONMENTAL PROTECTION AGENCY and ANDREW WHEELER, Administrator, U.S. Environmental Protection Agency, Respondents. ) ) ) ) ) ) ) ) ) ) ) ) ) ) 21-1021 Case No. ______ PETITION FOR REVIEW Pursuant to Clean Air Act 307(b)(1), 42 U.S.C. 7607(b)(1), Federal Ru IHS Markit , dates in their analysis , level of the standard , costs associated with certification , production and new type , docket for this action , technologies from most cost , dates for new type , engines used on covered , faa and the department , party to this action , service were the airbus , general 31-Jan-2021 auto-generated
Research-Signals-Cybersecurity-Factors-Powered-by-BitSight

K E Y S TAT S: 3,000+ US equities covered 35 cybersecurity metrics 4 years of daily historical ratings 4x likelihood of a breach for companies with a low rating CUS TO M ER S: Hedge funds Asset managers Broker dealers Banks Research Signals | Cybersecurity Factors powered by BitSight Cybersecurity ratings for stock selection and risk management IHS Markit has partnered with BitSight, the standard in Security Ratings, to provide asset managers with critical cybersecurity intelligence on organizat IHS Markit , dealers banks research signals , broker dealers banks research , managers broker dealers banks , broker dealers banks , banks research signals , hedge funds asset managers , funds asset managers broker , asset managers broker dealers , hedge funds asset , dealers banks research , ihs markit , mana 31-Jan-2021 auto-generated
Energy-and-Carbon-Summary

2021 Energy & Carbon Summary 2 | 2021 Energy & Carbon Summary Table of Contents 5 11 33 39 3 EXECUTIVE SUMMARY 5 GOVERNANCE 6 Climate change risk oversight 7 Coordination and support of board committees 9 Board composition and evaluation 11 STRATEGY 12 Energy supply and demand trends 14 Considering 2oC scenarios 16 Signposts for the evolving energy landscape 17 Potential impact on proved reserves and resources 20 Positioning for a lower-carbon energy future 22 Developing and deploying scalable t IHS Markit , average of the scenarios , industry use of oil , operation in which exxonmobil , demand t t average , exxonmobil have to reduce , report and in item , emissions across its operations , percent of the world , emissions associated with production , changes to the committees , technologies such as ca 31-Jan-2021 auto-generated
Point-in-Time-Ownership

IHS Markit Point in Time Ownership A quantitative Ownership product to empower data-driven investing Point in Time Ownership data is a daily historical view of our traditional best- of-breed Ownership dataset enabling the backtesting of institutional and fund owned security positions, flow of funds and activity to power predictive models and signal identification. This new data set is focused on the use cases serving quantitative based portfolio managers and data scientists. We offer an unadulte IHS Markit , empower data-driven investing point , fund owned security positions , point in time , of-breed ownership dataset enabling , owned security positions , point in time ownership , empower data-driven investing , americas emea apac global , data-driven investing point , investing point in time , marki 31-Jan-2021 auto-generated
SPACs

SPACs 2.0 Pandemic driven craze or lasting change for private companies? One of the areas of the financial markets that has benefited from the pandemic is special purpose acquisition companies (SPACs), a type of blank cheque company designed to take companies public without going through the traditional IPO process. Historically, SPACS have been considered a relativity niche pathway to the public markets, often seen as a mechanism to extract fees from adding structure to a reverse merger of com IHS Markit , ipo or a direct , times as many spacs , capital through an ipo , listing of a spac , spacs came to market , spacs in the market , capital to the spac , spac for the investors , sponsors of the spac , markit owns all ihs , ihs markit , spac , ipo ihs markit , spacs , spac ipo , ipo , ihs , markit , 31-Jan-2021 auto-generated
Stocks_injected_with_a_shot_of_hope

Stocks injected with a shot of hope November 2020 Research Signals Encouraging vaccine news boosted equity markets worldwide, with many major regional indexes notching solid double-digit monthly gains. As investors looked beyond the virus on hopes of life returning to normal in the coming year, coupled with reduced uncertainty with the US election in the rear-view mirror, high risk and beaten-down value stocks that would benefit from economic growth outperformed (Table 1). Optimism for the econo IHS Markit , factors among us large , asset value to price , markit owns all ihs , price momentum price momentum , momentum price momentum price , momentum price momentum liquidity , momentum price momentum , price momentum earnings momentum , price momentum price , earnings momentum price momentum , size pric 31-Jan-2021 auto-generated
IHS%20Markit%20Research%20Signals%20-%20Model%20Summary%20+%20Whitepapers_2019

Research Signals Specialty Model Summaries This document provides an overview of our industry specific and unique cross-sectional factors and models. We have included links to our research papers in this document. Confidential | Copyright 2016 IHS Markit Ltd Research Signals Specialty Model Summaries Table of Contents This document provides an overview of our industry specific and unique cross- sectional factors and models. We have included links to our research papers in this document. 1 Airli IHS Markit , momentum and value factors , factor has an average , period is between jan , factors and the performance , period is from jan , model and the performance , factors and as signals , europe and us models , models o over full , research signals specialty model , signals specialty model summaries , si 31-Jan-2021 auto-generated
2020-26459

Rules and Regulations This section of the FEDERAL REGISTER contains regulatory documents having general applicability and legal effect, most of which are keyed to and codified in the Code of Federal Regulations, which is published under 50 titles pursuant to 44 U.S.C. 1510. The Code of Federal Regulations is sold by the Superintendent of Documents. DEPARTMENT OF ENERGY 10 CFR Part 1021 [DOE HQ 2020 0017] RIN 1990 AA49 National Environmental Policy Act Implementing Procedures AGENCY: Office of th IHS Markit , act on that information , effect of this document , policy of the executive , proposed changes on agency , authority under the nga , states that the policy , effects of its export , comments on the notice , rulemaking and this final , regulations not consider effects , effects for any proposed , i 31-Jan-2021 auto-generated
2019-13507

32520 Federal Register / Vol. 84, No. 130 / Monday, July 8, 2019 / Rules and Regulations ENVIRONMENTAL PROTECTION AGENCY 40 CFR Part 60 [EPA HQ OAR 2017 0355: FRL 9995 70 OAR] RIN 2060 AT67 Repeal of the Clean Power Plan; Emission Guidelines for Greenhouse Gas Emissions From Existing Electric Utility Generating Units; Revisions to Emission Guidelines Implementing Regulations AGENCY: Environmental Protection Agency (EPA). ACTION: Final rule. SUMMARY: The U.S. Environmental Protection Agency (EPA) IHS Markit , pollutant for that rule , emissions of any pollutants , benefits in the ria , state considers the remaining , act on the submission , facilities at a plant , facilities at different plants , electric and the sip , provide for a source , ace is any fossil , provisions under this section , considera 31-Jan-2021 auto-generated
Cybersecurity-Factors-Powered-by-BitSight-whitepaper

Cybersecurity factors powered by BitSight February 2018 Research Signals Chief financial officers rate hacking the top external risk in a recent survey, with good reason. High profile cybersecurity attacks dominated the news cycle in 2017, including the Equifax data breach, the NotPetya worm, and the breach of the Securities and Exchange Commission s Edgar system, housing financial reports and other public company statements. Given the pervasiveness of cyber risks, we have partnered with BitSigh IHS Markit , factors such as total , price with an average , research of the bitsight , application of the ratings , factors in our cybersecurity , factor along with industry , rating for the sector , rating of a company , rating and the median , relative to the industry , rating as the data , ratings and the 31-Jan-2021 auto-generated
2020-28882

2136 Federal Register / Vol. 86, No. 6 / Monday, January 11, 2021 / Rules and Regulations ENVIRONMENTAL PROTECTION AGENCY 40 CFR Parts 87 and 1030 [EPA HQ OAR 2018 0276; FRL 10018 45 OAR] RIN 2060 AT26 Control of Air Pollution From Airplanes and Airplane Engines: GHG Emission Standards and Test Procedures AGENCY: Environmental Protection Agency (EPA). ACTION: Final rule. SUMMARY: The Environmental Protection Agency (EPA) is adopting greenhouse gas (GHG) emission standards applicable to certain c IHS Markit , dates in their analysis , level of the standard , costs associated with certification , production and new type , technologies from most cost , dates for new type , engines used on covered , service were the airbus , standards at appropriate levels , level as the airplane , number for the public , 31-Jan-2021 auto-generated
SCCC_Climate_Crisis_Report

The Case for Climate Action Building A Clean Economy For The American People AUGUST 25, 2020 D E M O C R A T S . S E N A T E . G O V / C L I M A T E Brian Schatz, Chair Hawaii Sheldon Whitehouse Rhode Island Jeffrey A. Merkley Oregon Michael F. Bennet Colorado Tammy Baldwin Wisconsin Martin Heinrich New Mexico Edward J. Markey Massachusetts Tammy Duckworth Illinois Catherine Cortez Masto Nevada Tina Smith Minnesota The Case for Climate Action: Building a The Case for Climate Action: Building a C IHS Markit , benefits from these investments , state of new mexico , impacts but once financial , costs for the industrial , percent of their electricity , costs of new development , cost of available technologies , health of the economy , risk from the impacts , programs like the department , reductions in th 31-Jan-2021 auto-generated
2020-18114

57018 Federal Register / Vol. 85, No. 178 / Monday, September 14, 2020 / Rules and Regulations ENVIRONMENTAL PROTECTION AGENCY 40 CFR Part 60 [EPA HQ OAR 2017 0757; FRL 10013 44 OAR] RIN 2060 AT90 Oil and Natural Gas Sector: Emission Standards for New, Reconstructed, and Modified Sources Review AGENCY: Environmental Protection Agency (EPA). ACTION: Final rule. SUMMARY: This action finalizes amendments to the oil and natural gas new source performance standards (NSPS) promulgated in 2012 and 2016 IHS Markit , costs of this final , requirements for the industry , benefits of the final , criteria that the epa , contribute to an air , impacts on the national , pollutant in these provisions , comment regarding appropriate criteria , contributes to that air , provisions is that congress , equipment used in 31-Jan-2021 auto-generated
Petition%20for%20Review%20%28FINAL%29

IN THE UNITED STATES COURT OF APPEALS FOR THE DISTRICT OF COLUMBIA CIRCUIT State of California, State of Connecticut, State of Illinois, State of Maryland, Commonwealth of Massachusetts, State of Minnesota, State of New Jersey, State of New York, State of Oregon, Commonwealth of Pennsylvania, State of Vermont, State of Washington, District of Columbia, Environmental Protection Agency, Respondent. Petitioners, v. PETITION FOR REVIEW Case No. 21-____ Pursuant to Federal Rule of Appellate Procedure IHS Markit , production of that design , engines having a maximum , docket for this action , airplane are not constant , improvements to the metric , constant across all airplanes , general for the district , agency of the united , costs associated with certification , date of the final , dates in their analys 31-Jan-2021 auto-generated
WEF_Data_Operationalization_Principles_Design_2020

10 Principles of Mobility Data Operationalization E N G A G E M E N T M A T E R I A L J U N E 2 0 2 0 Contents 1 Before you even get started Principle 1 Question your assumption Principle 2 Take inventory, and take it often Principle 3 There is no need to reinvent the wheel Principle 4 Data likes (selective) company 2 While you are at it Principle 5 Data is nothing but insights are everything Principle 6 Less is most definitely not less Principle 7 Ambition has many traps 3 Justifying the whole WEF , operationalization ask one question , mobility data operationalization principle , author mouchka heller , mobility data operationalization , autonomous and automotive mobility , principles of mobility data , data operationalization principle , data , mobility data operationalization data , mobili 1-Feb-2021 auto-generated
WEF_Incentivizing_responsible_and_secure_innovation

Incentivizing responsible and secure innovationPrinciples and guidance for investorsCentre for CybersecurityJuly 2019 World Economic Forum 91-93 route de la Capite CH-1223 Cologny/Geneva Switzerland Tel.: +41 (0)22 869 1212 Fax: +41 (0)22 786 2744 Email: contact@weforum.org www.weforum.org 2018 World Economic Forum. All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, including photocopying and recording, or by any information storage and WEF , risks for the product , organization after the investment , risk that the target , assessment of the target , risk that the organization , cybersecurity is a business , target for each assessment , companies towards better security , technology from a cyber , assessment in the investment , princip 1-Feb-2021 auto-generated
WEF_Future_Series_Cybersecurity_emerging_technology_and_systemic_risk_2020

In collaboration with the University of Oxford Future Series: Cybersecurity, emerging technology and systemic risk I N S I G H T R E P O R T N O V E M B E R 2 0 2 0 In collaboration with the University of Oxford Future Series: Cybersecurity, emerging technology and systemic risk The Future Series report was a joint venture between the World Economic Forum and the University of Oxford. It was designed to convene a range of experts in the field to discuss and research the issues arising from criti WEF , technologies have the potential , conclusion of the future , actors in the digital , cryptography to the organization , risks it could create , ecosystem will be increasingly , ecosystem that are critical , integrity of the identity , systems to new attack , information on the threats , models as 1-Feb-2021 auto-generated
WEF_ImpactInvesting_Report_ChartingTheCourse

Industry Agenda Industry Agenda Charting the Course: From the Margins to How Mainstream Investors can the Mainstream Design Visionary and Pragmatic Assessment of the Impact Impact Investing Strategies Investment Sector and Opportunities to Engage Mainstream Investors A report by the World Economic Forum Investors Industries A report by the World Economic Forum Investors Industries Prepared in collaboration with Deloitte Touche Tohmatsu Prepared in collaboration with Deloitte Touche Tohmatsu Sept WEF , investors as a challenge , section looks at growth , strategy with the potential , risk in the forum , investors for the risks , management in the united , million for their social , market and the sector , opportunities of the business , management is a private , report is to provide , opportunit 1-Feb-2021 auto-generated
WEF_GlobalEnergyArchitecture_2015

Industry Agenda Global Energy Architecture Performance Index Report 2015 Prepared in collaboration with Accenture December 2014 World Economic Forum 91-93 route de la Capite CH-1223 Cologny/Geneva Switzerland Tel.: +41 (0)22 869 1212 Fax: +41 (0)22 786 2744 Email: contact@weforum.org www.weforum.org World Economic Forum 2014 All rights reserved. No part of this publication may be reproduced or Transmitted in any form or by any means, including Photocopying and recording, or by any information St WEF , resources mean that power , score on the fuel , eapi ec eu fdi , nations on the eapi , challenges in the energy , scores but different rankings , challenges across the energy , kingdom and the united , growth of the oil , growth in the oil , forum is an international , states and the european , ga 1-Feb-2021 auto-generated
WEF_Blended_Finance_A_Primer_Development_Finance_Philanthropic_Funders

ReDesigning Development Finance Initiative A joint initiative of the World Economic Forum and the OECD Blended Finance Vol. 1: A Primer for Development Finance and Philanthropic Funders An overview of the strategic use of development finance and philanthropic funds to mobilize private capital for development September 2015 Contents Acknowledgements 3 Preface 4 Executive Summary 6 Financing an Ambitious Sustainable Development Agenda 8 Blended Finance: An Opportunity to Unlock Wider Actors and Re WEF , funding during the preparing , risk being very high , barriers over the investment , projects in the preparing , high in these markets , forum and the oecd , development and la francophonie , capital in the global , capital available in global , initiative of the world , mechanisms in the facilita 1-Feb-2021 auto-generated
WEF_GAC_MeasuringSustainability__PrinciplesEffectiveSustainabilityMeasurement_SummaryReport_2013

The Network of Global Agenda Councils Designing for Action: Principles of Effective Sustainability Measurement Designing for Action: Principles of Effective Sustainability Measurement Summary Report Prepared by the Commonwealth Scientific and Industrial Research Organization for the World Economic Forum Global Agenda Council on Measuring Sustainability Authors: Deborah O Connell, John Raison, Steve Hatfield-Dodds, Andrew Braid, Annette Cowie, Anna Littleboy, Thomas Wiedmann, Megan Clark World Ec WEF , practice and the assessment , sustainability in an appendix , approaches in the science , evaluation of the sustainability , data in the sustainability , report is that measurement , sustainability to be effective , organization for the world , forum global agenda council , economic forum global a 1-Feb-2021 auto-generated
WEF_FutureAvailabilityNaturalResources_Report_2014

World Scenario Series Resource scarcity The Future Availability of Natural Resources A New Paradigm for Global Resource Availability November 2014 World Economic Forum 2014 - All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, including photocopying and recording, or by any information storage and retrieval system. The views expressed are those of certain participants in the discussion and do not necessarily reflect the views of all part WEF , underestimated for other resources , report from the economics , paradigms to the scenarios , risks to the global , research at the university , paradigms to help stakeholders , management of such resources , demand at a global , state of the world , risks in the forum , availability in the time , 1-Feb-2021 auto-generated
WEF_2018_%20Electric_For_Smarter_Cities

Industry Agenda Electric Vehicles for Smarter Cities: The Future of Energy and Mobility In collaboration with Bain & Company January 2018 World Economic Forum 2018 All rights reserved. No part of this publication may be reproduced or Transmitted in any form or by any means, including Photocopying and recording, or by any information Storage and retrieval system. REF 020218 - case 40232 Contents 4 Preface 5 Overview 7 The vision 12 The value of the transformation 16 Recommendations for action 22 WEF , services associated with evs , fleet in the world , integration of the grid , development of the charging , transformation would instead focus , integration with other grid , evs as the cost , charging in the build , cities such as oslo , mobility such as car , services to the electricity , integr 2-Feb-2021 auto-generated
WEF_AMNC16_Report

Global Agenda Annual Meeting of the New Champions 2016 The Fourth Industrial Revolution and Its Transformational Impact Tianjin, People s Republic of China 26-28 June Contents Preface Tianjin Highlights 3 4 Co-Chairs 6 8 Redesigning Systems 18 Reshaping Growth 28 Rethinking Innovation 37 Outcomes 38 Fact & Figures 39 Acknowledgements 40 Digital Update 41 Upcoming Meetings World Economic Forum 91-93 route de la Capite CH-1223 Cologny/Geneva Switzerland Tel.: +41 (0)22 869 1212 Fax: +41 (0)22 786 WEF , emerging from the fourth , internet did for information , technologies of the future , dean of the school , internet is in science , premier of the people , technology gives and technology , innovation and the development , government on an industrial , chairman of the board , information from the 2-Feb-2021 auto-generated
WEF_AI_in_Financial_Services_Survey

Transforming Paradigms A Global AI in Financial Services Survey January 2020 Transforming Paradigms A Global AI in Financial Services Survey Table of Contents Forewords .................................................................................................................. 6 Research Team ....................................................................................................... 9 Executive Summary ............................................................................ WEF , business in two years , implications that are transforming , significantly with the usage , analytics in various products , customers and our organisations , firms for the potential , state of ai adoption , firms believe that mass , risks on those areas , case by ai leaders , fintechs and the fint 2-Feb-2021 auto-generated
WEF_Responsible_Limits_on_Facial_Recognition_2020

Centre for the Fourth Industrial Revolution Responsible Limits on Facial Recognition Use Case: Flow Management Part II Pilot phase: Self assessment, the audit management system and certification W H I T E P A P E R D E C E M B E R 2 0 2 0 Contents Foreword Preface Introduction Methodology 1. Test of the assessment questionnaire by Narita International Airport 1.1 General framework and objective 1.2 Case study: One ID programme at Narita International Airport, Japan 2. An audit framework to valid WEF , ensure that the system , information about the certification , recognition is a biometric , processes of an audit , design of the information , government use of frt , processes while the system , ensure that their systems , implementation of the facial , management with the principles , case and 2-Feb-2021 auto-generated
WEF_Cyber_Resilience_Playbook

Future of Digital Economy and Society System Initiative Cyber Resilience Playbook for Public- Private Collaboration In collaboration with The Boston Consulting Group January 2018 Contents Preface 1. Introduction 2. Using the Playbook for Public-Private Collaboration 3. Reference architecture for public-private collaboration 4. Policy models 4.1 Zero-days 4.2 Vulnerability liability 4.3 Attribution 4.4 Research, data, and intelligence sharing 4.5 Botnet disruption 4.6 Monitoring 4.7 Assigning nat WEF , model as more companies , state of the active , capabilities to the private , privacy should be limited , choices on five key , privacy will be limited , companies in the private , user and a technology , privacy and the limited , defence in most cases , sharing between the public , risks associat 2-Feb-2021 auto-generated
WEF_Facilitation_Insight_Report_2020

Facilitation 2.0 Trade and Investment in the Digital Age I N S I G H T R E P O R T O C T O B E R 2 0 2 0 Contents Preface Foreword Executive summary Background and context 1 Electronic Transactions Act 1.1 Context 1.2 Insights 1.3 Next steps 2 Digital payments 2.1 Context 2.2 Insights 2.3 Next steps 3 Digital FDI 3.1 Context 3.2 Insights 3.3 Next steps Conclusion Contributors Endnotes 4 5 6 8 9 9 10 12 14 14 14 19 23 23 24 29 31 32 33 2020 World Economic Forum. All rights reserved. No part of th WEF , trade is an important , support from the business , payments can help countries , online to use digital , infrastructure through the national , tfa through the global , important in the papua , national or a cross-border , support from the government , state of the world , settlements and the worl 2-Feb-2021 auto-generated
Macro_indicators_and_sector_exposures

Macro indicators and sector exposures March 2021 Research Signals A year ago 16 March, US equity markets had one of the worst single-day sell-offs on record, with major indexes recording double-digit declines, as stocks headed to the 23 March pandemic low. Since that time, markets have risen dramatically, supported by near-zero interest rates and the expansion of the Federal Reserve s balance sheet coupled with two rounds of federal stimulus payments, with fresh highs continuing to be recorded a IHS Markit , exposures are to sectors , markit owns all ihs , ihs markit , select sector spdr fund , ihs markit energy technology , ihs markit energy select , ihs markit figure , energy select sector spdr , technology select sector spdr , ihs markit ishares russell , ihs markit sector exposures , ihs markit et 21-Apr-2021 auto-generated
3917466_3917429_0.1

Global PMI Global growth accelerates as COVID-19 restrictions ease, but price pressures hit 12 year high March 12th 2021 2021 IHS Markit. All Rights Reserved. 2016 IHS Markit. All Rights Reserved. 2016 IHS Markit. All Rights Reserved. 2 Global PMI at second-highest since August 2018 Global economic growth accelerated in February, according to the worldwide PMI surveys conducted by IHS Markit, with growth falling just short of last October s peak to signal the second-strongest expansion since Aug IHS Markit , ihs markit , ihs , markit , reserved , ihs markit limited , pmi , global pmi , global , ihs markit makes , ihs markit s pmi , global pmi global growth , ihs markit s global , china , pmi global growth accelerates , february , services , growth , global pmi global , global sector pmi output , condu 21-Apr-2021 auto-generated
3914020_3913923_0.1

March 2021 previous month. The greater the divergence from 50.0 the greater the rate of change signalled. Given the extensive global coverage of our national PMIs over 28,000 companies are polled each month across more than 40 countries IHS Markit has in recent years created broad sector PMI data for four regions: Global, Europe, Asia, and the US. However, further interrogation of the datasets has recently led us to develop new sector PMI indices for constituent European, Asian, and emerging ma IHS Markit , national sector pmi data , national sector pmi , sector pmi data , pmi , sector pmi , ihs markit sector pmi , pmi data , german national sector pmi , ihs markit , sector , data , return active strategy returns , markit sector pmi , strategy return active strategy , national sector , markit sector 21-Apr-2021 auto-generated
Governors-LOS-SCALE-Act-Final

March 19, 2021 The Honorable Chris Coons U.S. Senate 218 Russell Senate Office Building Washington, D.C. 20510 The Honorable Bill Cassidy U.S. Senate 520 Hart Senate Office Building Washington, D.C. 20510 The Honorable Marc Veasey U.S. House of Representatives 2348 Rayburn House Office Building Washington, D.C. 20515 The Honorable David McKinley U.S. House of Representatives 2239 Rayburn House Office Building Washington, D.C. 20515 Dear Senators Coons and Cassidy and Representatives Veasey and IHS Markit , behalf of the undersigned , house office building washington , senate office building washington , rayburn house office building , office building washington , russell senate office building , hart senate office building , house office building , senate office building , rayburn house office , bui 21-Apr-2021 auto-generated
carbon_capture_modernization_act_intro_xml

G:\M\17\MCKINL\MCKINL_007.XML [116H1796] ..................................................................... (Original Signature of Member) 117TH CONGRESS 1ST SESSION H. R. ll To amend the Internal Revenue Code of 1986 to modify the qualifying advanced coal project credit, and for other purposes. IN THE HOUSE OF REPRESENTATIVES Mr. MCKINLEY introduced the following bill; which was referred to the Committee on llllllllllllll A BILL To amend the Internal Revenue Code of 1986 to modify the qualif IHS Markit , internal revenue code , mckinl , qualifying advanced coal project , original signature of member , advanced coal project credit , revenue code , advanced coal project , qualifying advanced coal , internal revenue , code , section , coal project credit , amend the internal revenue , verdate mar , 1 21-Apr-2021 auto-generated
Value_gains_traction_amid_rising_interest_rates

Value gains traction amid rising interest rates March 2021 Research Signals Investors remain optimistic given an improved economic outlook amid accelerating vaccinations, supported by fiscal and monetary stimulus as well as a 10-year high in the J.P.Morgan Global Manufacturing PMI. However, rising inflation expectations and US Treasury yields, which logged their highest quarterly gain since December 2016, put pressure on growth stocks, reinforcing the value trade (Table 1). US: Forward 12-M EPS- IHS Markit , factors were also key , markit owns all ihs , price momentum price momentum , momentum price momentum price , momentum price momentum liquidity , time weighted earnings yield , earnings momentum earnings momentum , ihs markit , ihs markit decile spread , size price momentum price , earnings moment 21-Apr-2021 auto-generated
March_2021_Model_Performance_Report

Monthly Model Performance Report March 2021 Confidential | Copyright 2021 IHS Markit Ltd Research Signals Model Performance Report Table of Contents Monthly Recap US Large Cap Models US Small Cap Models Canada Models Japan Models Australia - New Zealand Models Developed Europe Models Developed Pacific Models Developed World Ex-North America (EAFE) Models Emerging Markets Models Frontier Markets Models Specialty Models Appendix 2 3 4 5 6 7 8 9 10 11 12 13 14 1 Research Signals Model Performance IHS Markit , model with one month , bank in the universe , relative value value sector , performance in the small , deep value value momentum , relative value value momentum , momentum price momentum relative , earnings momentum price momentum , momentum march price momentum , march price momentum relative , e 21-Apr-2021 auto-generated
DOE%20Report_Energy%20Resilience%20Solutions%20for%20the%20PR%20Grid%20Final%20June%202018

Energy Resilience Solutions for the Puerto Rico Grid Final Report June 2018 United States Department of Energy Washington, DC 20585 List of Acronyms Act 57 ADMS AIS AMI ANL ARRA BFE CAIDI CHP CILT CIP CRS DER DERMS DHS DOD DOE DSCR EMAC ESF#12 FEMA FEMP FIRM FOMB GDP GMLC GSA ICS INESI IMT IRP ISAC IT LBNL LCOE LIPA LNG MATS MSW NARUC NASEO NEMA NERC NESC NIST Act for the Transformation and Energy Relief of Puerto Rico, 2014 Advanced Distribution Management Systems Automated Information Sharing IHS Markit , recommendations for the government , critical to the commonwealth , investments that use federal , resilience of the electric , service as an economic , plan specified by section , resources of different fuel , microgrid and the customer , infrastructure available to support , review of their emer 21-Apr-2021 auto-generated
Grid%20Modernization%20Plan_20191213%20(2)

GRID MODERNIZATION PLAN FOR PUERTO RICO Prepared for: Central Of ce for Recovery, Reconstruction and Resiliency TABLE OF CONTENTS Executive Summary .......................................................................................................................... v 1. Introduction ................................................................................................................................ 1 2. Energy System Overview ...................................................... IHS Markit , design of the islandable , damage during the storm , design for eight islandable , control via the derms , program will be critical , recommendations from the hurricane , future goes beyond design , systems and the implementation , service to the medical , technology within the electric , resilien 21-Apr-2021 auto-generated
UKIB_Policy_Design

UK Infrastructure Bank Policy Design March 2021 UK Infrastructure Bank Policy Design March 2021 Crown copyright 2021 This publication is licensed under the terms of the Open Government Licence v3.0 except where otherwise stated. To view this licence, visit nationalarchives.gov.uk/doc/open- government-licence/version/3. Where we have identified any third party copyright information you will need to obtain permission from the copyright holders concerned. This publication is available at: www.gov. IHS Markit , projects across these sectors , projects in the private , dmo to the bank , government and the private , projects or other investments , capital to the bank , projects the uk infrastructure , investment into uk infrastructure , sectors as the bank , bank will provide local , infrastructure from th 21-Apr-2021 auto-generated
2016-11971

35824 Federal Register / Vol. 81, No. 107 / Friday, June 3, 2016 / Rules and Regulations ENVIRONMENTAL PROTECTION AGENCY 40 CFR Part 60 [EPA HQ OAR 2010 0505; FRL 9944 75 OAR] RIN 2060 AS30 Oil and Natural Gas Sector: Emission Standards for New, Reconstructed, and Modified Sources AGENCY: Environmental Protection Agency (EPA). ACTION: Final rule. SUMMARY: This action finalizes amendments to the current new source performance standards (NSPS) and establishes new standards. Amendments to the curre IHS Markit , stations at a repair , definition of a pneumatic , requirement if the average , plants or well sites , emissions for the years , report for each combustion , review of the marten , definitions for well sites , emissions and to modifications , procedures and other provisions , comment that the defi 21-Apr-2021 auto-generated
ghgemissions_abandoned_wells

April 2018 Inventory of U.S. Greenhouse Gas Emissions and Sinks 1990-2016: Abandoned Oil and Gas Wells In previous versions of this memo released in June and October 2017, and during stakeholder webinars and workshops held in April, June, and August 2017, and March 2018, EPA presented preliminary considerations and sought stakeholder feedback on incorporating an estimate for emissions from abandoned oil and gas wells in the 2018 Inventory of U.S. Greenhouse Gas Emissions and Sinks (GHGI). This v IHS Markit , counts at a state , petroleum and the usgs , abandoned wells in appalachian , plugged in each year , estimate in the ghgi , oil wells as oil , data from the kang , usgs for certain years , epa used the petroleum , abandoned wells are unplugged , plugged to be plugged , epa currently uses year , ga 22-Apr-2021 auto-generated
WEF_NEWPLASTICSECONOMY_2017

System Initiative on Environment and Natural Resource Security The New Plastics Economy Catalysing action In Collaboration with the Ellen MacArthur Foundation January 2017 World Economic Forum 2016 All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, including photocopying and recording, or by any information storage and retrieval system. REF Contents 4 Preface 5 Foreword 6 In Support of the New Plastics Economy 12 Executive Summary 14 Gl WEF , innovations and help scale , analysis in this report , materials from different collection , initiative to help scale , plan for the global , impact of certain design , based on a global , impact on the world , action across the world , recycling over the cost , targets for their packaging , pet u 5-May-2021 auto-generated
Future_of_Manufacturing_Driving_Capabilities

Global Agenda Council on the Future of Manufacturing The Future of Manufacturing: Driving Capabilities, Enabling Investments November 2014 Members of the Global Agenda Council on the Future of Manufacturing (2012- 2014) Ludovico Alcorta, Director, United Nations Industrial Development Organization (UNIDO), Vienna Badr Al-Olama, Chief Executive Officer, Strata Manufacturing PJSC, a Mubadala Company, United Arab Emirates Arindam Bhattacharya, Senior Partner and Managing Director, The Boston Consu WEF , countries to help design , employment in the sector , states and the european , share of the world , employment by the industry , competitiveness of a nation , development in the developing , upgrading can be added , forum is an international , countries where the industry , states and other advan 5-May-2021 auto-generated
Executive-Summary

ISO Strategy 2030 Defining success The ISO Strategy 2030 outlines our vision and our mission for the next ten years and a set of goals and priorities to help us get there. The three goals are stepping stones to our vision and will help us to ensure that our work is making lives easier, safer and better. We will focus on six priorities to achieve our goals and maximize our impact. These priorities are designed to be regularly reviewed, and adjusted when needed, to respond to any changes in our ex ISO , vision and our mission , iso and its members , years and a set , iso , iso strategy , iso standards , iso members , iso system , defining success the iso , standards , iso standards priority , strategy , rolling implementation plan , implementation plan , measurement framework , defining success , 6-May-2021 auto-generated
HBP_PermissionReq_toReproduce

Permission Request to Reproduce Harvard Business Review Press Material Thank you for your request for permission to reproduce Harvard Business Publishing material. Permission will be granted upon completion and return of this form to: Permissions Department Harvard Business Publishing 60 Harvard Way Boston, MA 02163 Phone: 617-783-7587 Fax: 617-783-7556 Email: permissions@hbsp.harvard.edu CONFIRMATION # (for Harvard Business Publishing use only) CUSTOMER SERVICE 60 HARVARD WAY BOSTON, MA 02163 8 HBR , title organization address city , organization address city , zip phone email fax , harvard business review press , zip phone email , harvard business publishing , title organization address , harvard business , department harvard business publishing , business review press , harvard business revi 14-May-2021 auto-generated
Alteryx-Usability-and-Testing-Agreement

Alteryx Usability and Testing Agreement This Alteryx Usability and Testing Agreement ( Agreement ), including any attachments or terms incorporated by reference, governs your participation in the Alteryx Usability and Testing Program ( UX Program ), whereby Alteryx conducts surveys and questionnaires, interviews, focus groups, and tests of current and new designs, features, and functionalities for certain Alteryx products (each, a Usability Study ), during which participants will interact with test , functionalities or other materials , agreement and your participation , agreement by either party , products and any alteryx , studies and all alteryx , program and all licenses , functionalities for certain alteryx , program and any usability , program or any usability , program and the usability 17-May-2021 auto-generated
sf-182-template

AUTHORIZATION, AGREEMENT AND CERTIFICATION OF TRAINING A. Agency, code agency subelement, B. Request Status (Mark (X) one) and submitting office number Resubmission Initial Correction Cancellation 1. Applicant`s name (Last-First-Middle Initial) Smith, Michael Section A - TRAINEE INFORMATION Please read instructions on page 6 before completeing this form 2. Social Security Number 3. Date of birth (Year and month) 4. Home Address (Number, street, city, State, ZIP code) 7. 1111 Connecticut Ave NW W Brookings , resubmission initial correction cancellation , number resubmission initial correction , initial correction cancellation , resubmission initial correction , code , type code , training , office number resubmission initial , telephone number , link to view codes , view codes , number resubmission in 27-Oct-2021 auto-generated
lu-model-risk-management

Model risk management Building supervisory confidence The model is the logical embodiment of the half-truth, There is nothing new under the sun ; the rules for applying it cannot neglect the equally significant half-truth, History never repeats itself. Milton Friedman, Essays in Positive Economics, The University of Chicago Press, 1953 Model risk management | Building supervisory confidence Contents Introduction Regulation and supervision of models Organization, governance, and senior management Brookings , models by the board , models across the organization , management and its regulation , models in the financial , deloitte can help deloitte , models used in internal , firm using the model , models why are supervisors , supervisor that all models , management and the risk , model use and managemen 27-Oct-2021 auto-generated
LIFT%20American%20Bill%20Text

G:\CMTE\EC\17\EN\LIFT\LIFT21_01.XML ..................................................................... (Original Signature of Member) 117TH CONGRESS 1ST SESSION H. R. ll To rebuild and modernize the Nation s infrastructure to expand access to broadband and Next Generation 9 1 1, rehabilitate drinking water infra- structure, modernize the electric grid and energy supply infrastructure, redevelop brownfields, strengthen health care infrastructure, create jobs, and protect public health and the Brookings , office means the office , section if the entity , awarded under this sec , programs and the universal , entity under this section , funds that the entity , entity means an entity , funds under this section , general of the united , individuals in that state , grant under the pro , awarded through 27-Oct-2021 auto-generated
DOC-343135A1

IMPROVING THE NATION S DIGITAL INFRASTRUCTURE Paul de Sa, Chief, FCC Office of Strategic Planning and Policy Analysis Introduction This paper aims to contribute to the ongoing discussion about a national-infrastructure plan by highlighting three pointsrelevant to communications, namely: 1. Improving the nation s digital infrastructure should be a significant part of any national-infrastructure plan, as the economic upside for the country from accelerating investment in broadband is likely greate Brookings , infrastructure for the nation , office of strategic planning , fcc office of strategic , policy analysis introduction , analysis introduction this paper , office of strategic , strategic planning , analysis introduction , digital infrastructure paul , strategic planning and policy , planning and p 27-Oct-2021 auto-generated
2101.09385

Outlining Traceability: A Principle for Operationalizing Accountability in Computing Systems Joshua A. Kroll jkroll@nps.edu Naval Postgraduate School Monterey, CA 1 2 0 2 n a J 3 2 ] Y C . s c [ 1 v 5 8 3 9 0 . 1 0 1 2 : v i X r a ABSTRACT Accountability is widely understood as a goal for well governed computer systems, and is a sought-after value in many governance contexts. But how can it be achieved? Recent work on standards for governable arti cial intelligence systems o ers a related prin- Brookings , policy and ai ethics , operation of a computer , framework for the principle , work in an automated , requirement for the responsible , responsible use of software , report from a federal , requires not only transparency , systems must keep records , intelligence by the department , understanding 27-Oct-2021 auto-generated