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Haim Israel Equity Strategist - Timestamp: 18 May 2021 11:39AM EDT
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Timestamp: 18 May 2021 11:39AM EDT
                                                                                                                                                        Haim Israel >>
                                                                                                                                                        Equity Strategist
Haim Israel Equity Strategist - Timestamp: 18 May 2021 11:39AM EDT
A Transforming World as 100 People
    What if our planet was a village of a hundred?

    Source: BofA Global Research, Worldmeter, World Bank, The Insider, World Economic Forum, United Nations
                                                                                                              BofA GLOBAL RESEARCH

2
Haim Israel Equity Strategist - Timestamp: 18 May 2021 11:39AM EDT
D&ID You Know? The bad news….

    • At the current rate, it will take 257 years for the economic gender gap to close

    • There are more men called ‘Dave’ in the UK financial industry than women managing funds…

    • … and more CEOs in Australia called ‘Andy’ than female chief executives

    • For the first time in six years in 2020 there were no black chairs, CEOs or CFOs in the FTSE 100

    • Around 70 countries still criminalise homosexuality. Some with the death penalty

    • 90% of children with disabilities in EMs do not attend school

3
Haim Israel Equity Strategist - Timestamp: 18 May 2021 11:39AM EDT
COVID’s long-term economic impact will be diverse
    • COVID’s hit to women’s jobs could cost the world US$1tn by 2030

     Job finding rate by gender (%, 12-month moving average)                                Job separation rate by gender (12-month moving average)
     Share of unemployed workers finding jobs                                               Share of employed workers losing their jobs
                                                                                              8%
    40%
                 Men                                                                          6%
    30%
                                                                                                        Women
    20%                                                                                       4%
               Women                                                                                     Men
    10%                                                                                       2%

    0%                                                                                        0%
      1991               1996             2001      2006    2011     2016         2021          1991            1996             2001     2006   2011     2016       2021

     Source: Bureau of Labor Statistics                                                     Source: Bureau of Labor Statistics
                                                                    BofA GLOBAL RESEARCH                                                                BofA GLOBAL RESEARCH

     Job finding rate by race (%, 12-month moving average)                                  Job separation rate by race (%, 12-month moving average)
     Share of unemployed workers finding jobs                                               Share of employed workers losing their jobs
     40%                                                                                   10%
                White
                                                                                           8%
     30%                                                                                             Black
                  Hispanic                                                                 6%
     20%                                                                                           Hispanic
                 Black                                                                     4%
                                                                                                     White
     10%                                                                                   2%
                                                                                           0%
       0%
                                                                                             1997         2000        2003         2006   2009   2012   2015     2018
         1997          2000        2003      2006    2009   2012   2015    2018
     Source: Bureau of Labor Statistics                                                     Source: Bureau of Labor Statistics
4                                                                   BofA GLOBAL RESEARCH                                                                BofA GLOBAL RESEARCH
Haim Israel Equity Strategist - Timestamp: 18 May 2021 11:39AM EDT
US population by race/ ethnicity

        Diversity is set to increase in coming decades
        By 2045, White-Caucasian Americans will be the minority group

       90%
                           12.5%                        12.8%                        13.0%                 13.3%                  13.6%
                           18.7%
                                                        21.1%
                                                                                     23.5%
       60%                                                                                                 25.7%
                                                                                                                                  27.5%

       30%                 59.7%                        55.8%                        51.7%                 47.8%                  44.3%

        0%
                            2020                        2030                         2040                   2050                  2060

              White                Hispanic or Latino    Black or African American           Asian   Two or more races   Native or Indigenous

        Source: US Census Bureau

                                                                                                                             BofA GLOBAL RESEARCH

5
Haim Israel Equity Strategist - Timestamp: 18 May 2021 11:39AM EDT
US large-cap diversity report card

• Slow progress, all S&P 500 boards have at least 1 woman for the first time in over 20 years

      Average % of Women on board for S&P 500 companies                                                     Only c5% of S&P 500 companies have a female CEO
      2020 or latest year                                                                                   2020 or latest year

     30%                                                                                                   6.0%
                                                                                                                                                      5.2%                      5.2%
                                                                                             26% 27%                                                           4.9% 5.1%                                 4.8%
     25%
                                                                                      25%                                                                                               4.4% 4.6%
                                                                              22%                          4.0%                              3.8%
                                                                       20%
                                                                19%                                                                  2.9%
     20%
                                                         18%
                                                 17%                                                                        1.9%
                                          16%                                                              2.0% 1.5%
                                   15%
     15% 14% 14% 14%

     10%                                                                                                   0.0%
             2008          2010           2012          2014           2016          2018           2020            2010             2012             2014             2016             2018             2020

      Source: Bloomberg, BofA US Equity & US Quant Strategy                                                 Source: Bloomberg, BofA US Equity & US Quant Strategy
      Note: Based on current constituents of the S&P 500. 2020 is latest year if available or else prior    Note: Based on current constituents of the S&P 500. 2020 is latest year if available or else prior
      year if not yet available                                                                             year if not yet available

                                                                                 BofA GLOBAL RESEARCH                                                                                  BofA GLOBAL RESEARCH

6
SMID caps lead in gender diversity at senior management level

     • 5.3% of SMID caps in Europe have a female CEO or equivalent vs 3.3% of large caps

     Roughly one in five S&P 500 board members is a PoC                                                       Average % of companies with female CEO : SMID leading
     % people of colour (PoC) on the board                                                                    MSCI Large vs SMID

                                                                                                             7.0%
    50%
                                                                                                                                    MSCI Europe Large Cap                 MSCI Europe SMID Cap
                                                                                                  40%
    40%
                                                                                                             5.5%
    30%                                                                                  28%
                                                                                 25%
                                                       22%     23%      23%
                             20%     20%      21%
    20%             16%                                                                                      4.0%

           10%
    10%
                                                                                                             2.5%
    0%

                                                                                                             1.0%

                                                                                                                      2008

                                                                                                                             2009

                                                                                                                                      2010

                                                                                                                                             2011

                                                                                                                                                    2012

                                                                                                                                                            2013

                                                                                                                                                                   2014

                                                                                                                                                                           2015

                                                                                                                                                                                  2016

                                                                                                                                                                                          2017

                                                                                                                                                                                                 2018

                                                                                                                                                                                                         2019

                                                                                                                                                                                                                 2020
                                                                                                              Source: Bloomberg, BofA EMEA ESG Research
     Source: ICE Data Services, BofA US Equity & Quant Strategy                                               Note: Based on current constituents. 2020 is latest year available or else prior year if not yet
     Note: People of colour includes Black, Hispanic, Asian, Native American, and Pacific Islander. , 2020    available.
     or latest year of data where disclosed

                                                                                BofA GLOBAL RESEARCH                                                                                      BofA GLOBAL RESEARCH

7
Disclosure of D&I data is a major issue beyond gender

    • Less than half (45%) of S&P 500 companies disclose detailed workforce diversity metrics
      around ethnicity and race

         Workforce diversity policies - disclosure by sector
         % of S&P 500 companies that report having diversity and discrimination policies

                                        Diversity and Discrimination Diversity and Discrimination Diversity and Discrimination Diversity and Discrimination Diversity and Discrimination
                                                   Policy                  Policy - Women                  Policy - PoC             Policy - Veterans              Policy - LGBTQ

       Communication Services                        88%                        69%                          65%                          69%                          69%
       Consumer Discretionary                        98%                        57%                          49%                          43%                          51%
       Consumer Staples                              88%                        55%                          55%                          45%                          58%
       Energy                                        100%                       70%                          43%                          43%                          35%
       Financials                                     82%                       63%                          63%                          55%                          63%
       Health Care                                    98%                       66%                          55%                          55%                          58%
       Industrials                                    97%                       68%                          62%                          59%                          52%
       Information Technology                         93%                       75%                          59%                          59%                          61%
       Materials                                      36%                       18%                          14%                          14%                           7%
       Real Estate                                    97%                       23%                          13%                          10%                          13%
       Utilities                                     100%                       68%                          68%                          64%                          71%
       Total                                          91%                       61%                          53%                          50%                          52%

         Source: ICE Data Services, BofA US Equity & Quant Strategy

                                                                                                                                                               BofA GLOBAL RESEARCH

8
Big Tech: excels in Innovation….average at best in Diversity & Inclusion…
      Diversity in Tech
      Employee breakdown in technology companies compared with the wider US population/economy

      Source: Visual Capitalist, Information is Beautiful
                                                                                                 BofA GLOBAL RESEARCH
9
Tech case study: low D&I leads to “discriminating” products?

     AI algorithm bias news headlines
     Robots are not free of discrimination

     Source: Towards Data Science

                                                                BofA GLOBAL RESEARCH

10
D&ID You Know? The potential is:

     • Around 45% of Fortune 500 companies have been founded by immigrants or the children of
       immigrants: e.g. Steve Jobs (Syria), Jeff Bezos, (Cuba), Elon Musk (South Africa)

     • If we had fully harnessed D&I since 1990 we could have boosted US GDP by US$70tn

     • If the US Latino economy were a country, it would be the 8th largest economy in the world…

     • … and If LGBTQ+ were a nation, it would be the 4th largest economy in the world at US$3.9tn

     • For the first time in 20 years, all S&P 500 boards have at least 1 woman

11
Diversity and inclusion potential in numbers

           US$160tn of human capital wealth loss wealth loss on gender equality, US$70tn of racial and gender gap cost since 1990….
           Examples of how much was lost, and what is the potential of gains form D&I implementation (US$tn)

     180
                                                                                                                                                           160

     120

                                                                                                                                       70

      60

                                                                                                                    28

                                                                               10                13
                        2.8                         3.9
       0
             US Latino economy LGBTQ economy                           Increase in wages Gain to global GDP Full gender equality Race and gender    Loss of human
              GDP (8th largest GDP (4th largest                        and benefits from  from proactive     addition to global gap US cost since capital wealth from
                  globally)       globally)                             gender equality   gender equality           GDP               1990          gender equality
                                                                           since 2000
           Source: Glassdoor.com, BofA Global Research, World Bank, OECD, UN
                                                                                                                                                   BofA GLOBAL RESEARCH

12
Wealth management: welcome to the US$72tn opportunity

         Women’s wealth is growing at 1.5x the rate of men’s                          Women’s wealth is already at c.US$72tn
         Total private wealth held by gender (US$tn)                                  Total private wealth held by women (US$tn)

180                                                                                  90

                       Women's CAGR = 9%
                        Men's CAGR = 6%                                                                                                     72

120                                                                                  60
                                                                                                                    51

                                                                                                    34
 60                                                                                  30

     0                                                                               0
                        2010                       2015               2020                          2010           2015                   2020
         Source: BCG           Female-controlled          Male-controlled             Source: BCG
                                                              BofA GLOBAL RESEARCH                                                 BofA GLOBAL RESEARCH

13
Leadership: D&I improves performance indicators….

          Inclusive Leadership and Team Performance
          What is the top-down effect from inclusive leaders/management?

          Source: Deloitte

                                                                           BofA GLOBAL RESEARCH

14
….leads to culture satisfaction….

        Culture is critical, and hard to game
        Culture & Values score is the biggest determinant of overall job satisfaction
         65%

                                  59%

                                                                      56%
         55%

                                                                                                  47%
                                                                                                                        46%
         45%

                                                                                                                                               39%

         35%

         25%
                          Culture & Values                  Senior Management              Career Opportunities   Work Life Balance   Compensation & Benefits

        Source: Glassdoor.com, BofA Global ESG Research, US Equity & Quantitive Strategy
                                                                                                                                                      BofA GLOBAL RESEARCH

15
…Which = higher ROE, lower EPS risk

                                                                                                                 Workforce diversity was an effective signal of future ROE in
           Gender diversity correlates with higher future ROE                                                    almost all sectors
           Median forward 1yr ROE based on % of women on board and                                               Median spread in 1-yr ROE between companies with above
           % of women managers (2005-20)                                                                         vs. below sector median workforce diversity

                                17.0                                                                                    Consumer Staples                                                                  10.0
                                                                                                                Communication Services                                                        5.7
     Forward 1yr ROE (median)

                                16.0                                            15.6
                                                                                                                                Health Care                                                4.4
                                15.0
                                                                                                                                   Materials                                            3.5
                                14.0   13.4                                                                                           Energy                                         2.9
                                13.0
                                                                                                                Information Technology                                             2.5
                                                                                                  12.0
                                12.0                 11.6                                                                        Real Estate                                      1.7
                                11.0                                                                                               Financials                               0.1

                                10.0                                                                                                 Utilities                     -0.2
                                       % Women on Board                       % Women Managers                  Consumer Discretionary                        -1.8
                                                       High %              Low %                                                  Industrials          -4.2
           Source: Refinitiv, BofA US Equity & Quant Strategy                                                                                  -8.00       -4.00       0.00        4.00          8.00     12.00
           Note: High (Low) % of Women on Board defined as above (below) the universe median; High (Low) % of
           Women Managers defined as above (below) 30%
                                                                                                                 Source: Refinitiv, BofA US Equity & Quant Strategy; based on BofA-covered US companies

                                                                                     BofA GLOBAL RESEARCH                                                                                  BofA GLOBAL RESEARCH

16
Ethnic & racial diversity also signals better results

                                                                                                      …and lower EPS risk
      More ethnic & racial workforce diversity = higher ROE…                                          Median forward 1-yr EPS volatility based on the % of
      Median forward 1-yr ROE based on the % of people of color                                       people of color in the workforce for S&P 500 companies
      in the workforce for S&P 500 companies (2008-20)                                                (2008-20)

                                                                                                               0.26
       15.5
                                   15.3

        15

                                                                                                               0.25
       14.5
                                                                               14.2

        14

       13.5                                                                                                    0.24
                      Above median diversity                           Below median diversity                               Above median diversity                     Below median diversity

      Source: Revelio Labs, BofA US Equity & Quant Strategy                                           Source: Revelio Labs, BofA US Equity & Quant Strategy
      Note: People of color is defined as Black, Hispanic, and Asian                                  Note: People of color is defined as Black, Hispanic, and Asian

                                                                               BofA GLOBAL RESEARCH                                                                            BofA GLOBAL RESEARCH

17
Ray of hope

Source: BofA Merrill Lynch Global Research: “The New Kid On The Block”
18
New approach to D&I policies driven by COVID

         Covid has led to the implementation of D&I policies
         One-size-fits-all approach doesn’t work for D&I: different groups value differentiated interventions

         Source:BCG UK Diversity Study, Q4 2018 Note: BAME=Black, Asian, and Minority Ethnic
                                                                                                                BofA GLOBAL RESEARCH

19
Diversity-focused AUM is surging and have generated above-market returns

      Women/Gender/Diversity-focused funds saw US$1.3bn inflows
                                                                                           Women/Gender/Diversity-focused funds AUM rose over 3x over
      over the past 3 years
                                                                                           the past 3 years
      Cumulative flows into Women/Gender/Diversity funds
                                                                                           Total AUM of Women/Gender/Diversity-focused funds (US$bn)
     1.6
                                                                                           3.0
     1.4
     1.2
     1.0                                                                                   2.0
     0.8
     0.6
                                                                                           1.0
     0.4
     0.2
     0.0                                                                                   0.0
        2018                       2019                      2020          2021               2018                      2019                      2020                    2021

      Source: EPFR Global, BofA European Equity Quant Strategy
                                                                                           Source: EPFR Global, BofA European Equity Quant Strategy
                                                                    BofA GLOBAL RESEARCH
                                                                                                                                                                   BofA GLOBAL RESEARCH

      Top 20 largest global equities ESG ETFs have over US$90bn AUM                        Women/Gender/Diversity-focused funds have shown higher risk-
      AUM of top 20 Global ESG/SRI ETFs (US$bn)                                            adjusted return over the past 5 years
     100                                                                                   Women/Gender/Diversity funds risk-adjusted return annualised
      90                                                                                   over past 5 years
      80
      70                                                                                                          0.87
      60
      50                                                                                                                                                 0.66
      40
      30
      20
      10
       0
        2019                                2020                    2021                         Women/Gender/Diversity Funds MSCI All Country World Index
      Source: BofA European Equity Quant Strategy; EPFR Global
                                                                                           Source: BofA European Equity Quant Strategy, EPFR Global, Bloomberg, Refinitiv
20                                                                  BofA GLOBAL RESEARCH                                                                              BofA GLOBAL RESEARCH
Gen Z: Social warrior, the “Clicktivists” generation
 • 72% of Gen Z believe they can be part of a social movement

      Gen Z are citizens of the world
      “Do you consider yourself to be a citizen of the world or a                                     Gen Z expects social unrest
      citizen of your own country?”                                                                   “Which of these are you most concerned about?”

     100%                                                                                           40%

                                                                                                    30%

                                                                                                    20%
     50%

                                                                                                    10%

                                                                                                    0%
       0%                                                                                                   Climate change             Economic                The next              War or social
                     Gen Z             Millennials             Gen X             Baby Boomer                                        crisis/recession           pandemic                unrest

                    Citizen of my country            Citizen of the world           Neither                       Gen Z           Millennials          Gen X           Baby Boomer
                                                                                                      Source: BofA Thematic Proprietary Survey n=14,592, conducted Aug 2020 “Which of these are you most
      Source:BofA Thematic Proprietary Survey n=14,592, conducted Aug 2020                            concerned about?”
                                                                             BofA GLOBAL RESEARCH                                                                               BofA GLOBAL RESEARCH

21
AUM in gender- or diversity-focused funds has tripled in the past three years
     • US$4 of every US$10 invested is in ESG, YTD

       ESG is important to Millennials and women in their investment decisions
       Percentage who agree on the importance of ESG in their investment process

         100%

                              87%

                                                     65%                           64%

           50%                                                48%                          46%
                                                                       39%

             0%
                          Millennials                Gen X   Boomers   Silent      Women   Men

       Source: U.S. Trust Wealthy and Worth Survey

                                                                                           BofA GLOBAL RESEARCH

22
Gen Z global income to grow nearly 5x in the 2020s
      • Gen Z share of global income will grow from $7tn (10%) in 2020 to $33tn (27%) in 2030

      Gen Z income will exceed Millennials income by the early 2030s
      Global income for Gen Z and Millennials (US$tn)
                90
                              Gen Z       Millennials

                60

                30

                  0
                            2015           2020              2025      2030   2035           2040
      Source: Euromonitor

                                                                                     BofA GLOBAL RESEARCH

23
Public discourse around D&I is increasing

      • The number of articles mentioning ‘diversity & inclusion’ is skyrocketing

      # of news articles mentioning 'Diversity & Inclusion‘               # of news articles mentioning 'Social Justice‘
      Number of articles has consistently increased since 2004            Number of articles has drastically increased since 2014

     15000                                                               800

                                                                         600
     10000

                                                                         400

     5000
                                                                         200

          0                                                                0
                                                                               1980
                                                                               1982
                                                                               1984
                                                                               1986
                                                                               1988
                                                                               1990
                                                                               1992
                                                                               1994
                                                                               1996
                                                                               1998
                                                                               2000
                                                                               2002
                                                                               2004
                                                                               2006
                                                                               2008
                                                                               2010
                                                                               2012
                                                                               2014
                                                                               2016
                                                                               2018
                                                                          Source: LexisNexis, NYT
      Source: LexisNexis, NYT
                                                                                                                          BofA GLOBAL RESEARCH
                                                  BofA GLOBAL RESEARCH

24
Awareness comes with a price tag

      • #MeToo scandals wiped out c.US$10bn of market capital in 3 companies

         MeToo controversies can weigh on stock price performance
         Average peak-to-trough performance of sexual harassment controversy stocks relative to the S&P 500

        105

        100

         95

         90

         85

         80

         75

         70
              -30 -15        0     15   30   45   60   75    90 105 120 135 150 165 180 195 210 225 240 255 270 285 300 315 330 345 360

                                                            # of days before/after controversies
         Source: LexisNexis, NYT
                                                                                                                         BofA GLOBAL RESEARCH

25
“S” is the new “E”

Source: BofA Merrill Lynch Global Research: “The New Kid On The Block”
26
D&I will be for the 2020s what Climate action was for the 2010s

        The solution will come from…Wall Street!
        (Assets in US$tn)

         90                                                                                                                                                3.0x S&P 500

         80

         70

         60

         50

         40                                                                                                                                                     82
                                                                                                                             1.0x S&P 500

         30
                                                                             0.7x S&P 500

         20
                                                                                                                                  31
         10                   0.2x S&P 500                                           20

                                     3.5
           0
                assets investing in climate change                     assets investing in ESG                  assets investing in sustainability   TCFD investors' signatures

        Source: BofA Securities global research , US SIF Foundation, visual capitalist, S&P value, as of December 20, 2020
                                                                                                                                                                            BofA GLOBAL RESEARCH

27
source:
 28     BNEF, BofA Securities global research
source:
 29     WEF
Thank you

18 Ma y 2021

>> Employed by a non-US affiliate of MLPF&Sand is not registered/qualified as a research analyst under the FINRA rules.
Refer to "Other Important Disclosures" for information on certain BofA Merrill Lynch entities that take responsibilityfor this report in particular jurisdictions.
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Refer to important disclosures on page 32-37.
Analyst Certification

     I, Ha i m Israel, hereby certify that the vi ews expressed in this research report a ccurately reflect my personal vi ews about the subject securities and issuers. I a lso certify that no part of my
     compensation was, is, or will be, directly or i ndirectly, related to the specific recommendations or vi ew expressed i n this research report.

31
Important Disclosures

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     should be referenced to better understand the total return expectation at any given time. The price objective reflects the analyst’s view of the potential price appreciation (depreciation).
     Investment rating               Total return expectation (within 12-month period of date of initial rating)                            Ratings dispersion guidelines for coverage cluster*
                   Buy                                                            ≥ 10%                                                                                         ≤ 70%
                  Neutral                                                          ≥ 0%                                                                                         ≤ 30%
              Underperform                                                          N/A                                                                                         ≥ 20%
     * Ratings dispersions may vary from time to time where BofA Global Research believes it better reflects the investment prospects of stocks in a Coverage Cluster.
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     BofA Global Research report referencing the stock.

32
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33
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     the CBI; Merri ll Lynch (Australia): Merrill Lynch Equities (Australia) Li mited, regulated by the Australian Securities and Investments Commission; Merrill Lynch (Hong Kong): Merrill Lynch (Asia
     Pa ci fic) Limited, regulated by the Hong Kong Securities and Futures Commission (HKSFC); Merrill Lynch (Singapore): Merrill Lynch (Singapore) Pte Ltd, regulated by the Monetary Authority of
     Si ngapore (MAS); Merrill Lynch (Ca nada): Merri ll Lynch Ca nada Inc, regulated by the Investment Industry Regulatory Orga nization of Canada; Merri ll Lynch (Mexico): Merrill Lynch Mexico, SA de CV,
     Ca s a de Bolsa, regulated by the Comisión Nacional Bancaria y de Valores; Merrill Lynch (Argentina): Merrill Lynch Argentina SA, regulated by Comisión Nacional de Valores; BofAS Japan: BofA
     Securi ties Japan Co., Ltd., regulated by the Financial Servi ces Agency; Merri ll Lynch (Seoul): Merrill Lynch International, LLC Seoul Branch, regulated by the Financial Supervisory Service; Merrill
     Lynch (Ta i wan): Merrill Lynch Securities (Taiwan) Ltd., regulated by the Securities and Futures Bureau; BofAS India: BofA Securities India Limited, regulated by the Securities a nd Exchange Board of
     India (SEBI); Merrill Lynch (Indonesia): PT Merri ll Lynch Sekuritas Indonesia, regulated by Otoritas Jasa Keuangan (OJK); Merrill Lynch (Israel): Merrill Lynch Israel Li mited, regulated by Israel
     Securi ties Authority; Merri ll Lynch (Russia): OOO Merri ll Lynch Securities, Moscow, regulated by the Central Bank of the Russian Federation; Merrill Lynch (DIFC): Merrill Lynch International (DIFC
     Bra nch), regulated by the Dubai Financial Services Authority (DFSA); Merri ll Lynch (Spain): Merrill Lynch Capital Ma rkets Espana, S.A.S.V., regulated by Comisión Nacional del Mercado De Valores;
     Merri l l Lynch (Brazil): Merrill Lynch S.A. Corretora de Títulos e Valores Mobiliários, regulated by Comissão de Valores Mobiliários; Merrill Lynch KSA Company: Merri ll Lynch Kingdom of Saudi Arabia
     Compa ny, regulated by the Ca pital Market Authority.

     Thi s information: has been a pproved for publication and is distributed in the United Ki ngdom (UK) to professional clients and eligible counterparties (as each is defined i n the rules of the FCA a nd
     the PRA) by MLI (UK), whi ch is a uthorized by the PRA a nd regulated by the FCA a nd the PRA - details about the extent of our regulation by the FCA a nd PRA a re a vailable from us on request; has
     been approved for publication a nd is distributed in the European Economic Area (EEA) by BofASE (France), which is authorized by the ACPR a nd regulated by the ACPR a nd the AMF; has been
     cons idered and distributed i n Japan by BofAS Japan, a registered s ecurities dealer under the Financial Instruments a nd Exchange Act i n Japan, or i ts permitted a ffiliates; is issued and distributed i n
     Hong Kong by Merrill Lynch (Hong Kong) which is regulated by HKSFC; i s issued and distributed i n Taiwan by Merri ll Lynch (Taiwan); i s issued a nd distributed in India by BofAS India; a nd is issued
     a nd distributed in Singapore to i nstitutional investors and/or accredited i nvestors (each as defined under the Financial Advisers Regulations) by Merrill Lynch (Singapore) (Company Registration No
     198602883D). Merri l l Lynch (Singapore) i s regulated by MAS. Merri ll Lynch Equities (Australia) Limited (ABN 65 006 276 795), AFS Li cense 235132 (MLEA) distributes this i nformation in Australia
     onl y to 'Wholesale' cl ients as defined by s .761G of the Corporations Act 2001. Wi th the exception of Bank of America N.A., Australia Branch, neither MLEA nor a ny of its affiliates i nvolved in
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34
Other Important Disclosures

     Thi s information has been prepared and issued by BofAS a nd/or one or more of its non-US a ffiliates. The author(s) of this i nformation may not be licensed to carry on regulated activities in your
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     herein should do s o through BofAS and/or MLPF&S and not s uch foreign affiliates. Hong Kong recipients of this i nformation should contact Merrill Lynch (Asia Pacific) Li mited in respect of any
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     i nformation should contact Merrill Lynch (Singapore) Pte Ltd in respect of a ny matters a rising from, or in connection with, this information.

     General Investment Related Disclosures:

     Ta i wan Readers: Neither the information nor any opinion expressed herein constitutes a n offer or a solicitation of an offer to tra nsact i n any s ecurities or other financial instrument. No part of this
     report ma y be used or reproduced or quoted i n a ny manner whatsoever i n Taiwan by the press or a ny other person without the express wri tten consent of BofA Securities.

     Thi s document provides general i nformation only, a nd has been prepared for, and is i ntended for general distribution to, BofA Securities clients. Neither the i nformation nor a ny opinion expressed
     cons titutes an offer or a n i nvitation to make an offer, to buy or s ell any s ecurities or other financial instrument or any derivative related to s uch s ecurities or instruments (e.g., options, futures,
     wa rra nts, and contracts for differences). This document is not i ntended to provide personal i nvestment a dvice a nd i t does not take into account the s pecific i nvestment objectives, financial
     s i tuation and the particular needs of, a nd is not directed to, any s pecific person(s). This document and its content do not constitute, a nd s hould not be considered to constitute, i nvestment advice
     for purposes of ERISA, the US tax code, the Investment Advisers Act or otherwise. Investors should seek fi nancial a dvice regarding the appropriateness of investing i n financial i nstruments and
     i mpl ementing i nvestment s trategies discussed or recommended in this document and should understand that statements regarding future prospects may not be realized. Any decision to purchase
     or s ubscribe for s ecurities i n a ny offering must be based solely on existing public i nformation on such security or the information in the prospectus or other offering document issued i n connection
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     pri ncipal i nvestment. Past performance i s not necessarily a guide to future performance. Levels a nd basis for taxation may change.

     Thi s report may contain a s hort-term trading idea or recommendation, which highlights a specific near-term catalyst or event impacting the issuer or the market that is anticipated to have a short-
     term pri ce impact on the equity s ecurities of the issuer. Short-term trading i deas a nd recommendations a re different from and do not affect a stock's fundamental equity ra ting, which reflects both
     a l onger term total return expectation and attractiveness for i nvestment relative to other stocks within i ts Coverage Cluster. Short-term tra ding ideas and recommendations may be more or l ess
     pos itive than a stock's fundamental equity ra ting.

     BofA Securities i s aware that the implementation of the i deas expressed i n this report may depend upon an i nvestor's a bility to "s hort" securities or other fi nancial i nstruments and that such action
     ma y be l imited by regulations prohibiting or restricting "shortselling" i n many jurisdictions. Investors are urged to seek a dvice regarding the applicability of s uch regulations prior to executing a ny
     s hort i dea contained i n this report.

     Forei gn currency ra tes of exchange may adversely a ffect the va lue, price or i ncome of any s ecurity or financial i nstrument mentioned herein. Investors i n such securities a nd i nstruments, including
     ADRs , effectively assume currency ri sk.

35
Other Important Disclosures

     UK Rea ders: The protections provided by the U.K. regulatory regime, i ncluding the Financial Servi ces Scheme, do not a pply i n general to business coordinated by BofA Securities entities l ocated
     outs ide of the United Ki ngdom.
     BofAS or one of i ts a ffiliates is a regular issuer of traded financial instruments l inked to securities that may have been recommended i n this report. BofAS or one of i ts a ffiliates may, a t any ti me,
     hol d a tra ding position (long or short) in the s ecurities and financial i nstruments discussed in this report.

     BofA Securities, through business units other than BofA Global Research, may ha ve issued and may i n the future issue tra ding ideas or recommendations that are i nconsistent with, and reach
     di fferent conclusions from, the information presented herein. Such i deas or recommendations may reflect different ti me frames, assumptions, vi ews and analyti cal methods of the persons who
     prepared them, and BofA Securities is under no obligation to ensure that such other tra ding ideas or recommendations a re brought to the attention of a ny recipient of this information.

     In the event that the recipient received this information pursuant to a contract between the recipient a nd BofAS for the provision of research s ervices for a separate fee, a nd i n connection
     therewith BofAS may be deemed to be a cting as a n i nvestment adviser, such status relates, if at a ll, s olely to the person with whom BofAS has contracted directly a nd does not extend beyond the
     del ivery of this report (unless otherwise agreed specifically i n writing by BofAS If s uch recipient uses the servi ces of BofAS in connection with the sale or purchase of a security referred to herein,
     BofAS ma y a ct as principal for i ts own account or as agent for a nother person. BofAS is and continues to act solely a s a broker-dealer in connection with the execution of any tra nsactions, i ncluding
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     Ma teri als prepared by BofA Global Research personnel a re based on public i nformation. Facts a nd vi ews presented i n this material have not been reviewed by, a nd may not reflect i nformation
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     proceedings or matters relevant to such proceedings.

36
Other Important Disclosures

     Thi s information has been prepared independently of a ny i ssuer of s ecurities mentioned herein a nd not in connection with any proposed offering of s ecurities or as agent of any i ssuer of any
     s ecurities. None of BofAS any of i ts affiliates or their research analysts has a ny a uthority whatsoever to make any representation or warranty on behalf of the issuer(s). BofA Global Research policy
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     recommendation or investment thesis.

     Any i nformation relating to the tax s tatus of financial instruments discussed herein is not intended to provide tax a dvice or to be used by a nyone to provi de tax a dvice. Investors are urged to s eek
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     The i nformation herein (other than disclosure i nformation relating to BofA Securities a nd i ts affiliates) was obtained from va rious s ources a nd we do not guarantee its accuracy. This i nformation
     ma y conta in links to third-party websites. BofA Securities is not responsible for the content of any third-party website or any l inked content contained in a third-party website. Content contained on
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     Al l opinions, projections and estimates constitute the judgment of the author as of the date of publication and are subject to change without notice. Pri ces also a re subject to change without notice.
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     In s ome cases, a n issuer may be classified as Restricted or may be Under Review or Extended Review. In each case, i nvestors should consider a ny i nvestment opinion relating to such issuer (or its
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37
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