Alpha-Centric ESG Research

Kyle Rudden

Shortly after publishing <a href="https://www.smartkarma.com/insights/engine-versus-exxon-activist-hedge-fund-s-proxy-fight-win-reverberates-through-big-oil-boardrooms" target="_blank" data-smartkarma-citation="insights:52318" rel="noopener">Engine Versus Exxon: Activist Hedge Fund's Proxy Fight Win Reverberates Through "Big Oil" Boardrooms</a>, I decided that a follow-up report (such as this one) would be a good supplement. So, consider this an addendum of sorts to that first Insight.Whereas "Engine Versus Exxon" was a mostly qualitative discussion of recent events for Exxon and six other supermajors, this is a more data-driven look of a much larger universe of oil stocks; 50 in total, representing 24 countries (mainly in the Americas, Asia Pacific, and Europe).Together, they are a good proxy for the broader Energy sector – an aggregate market capitalisation of US$4.6 trillion, and responsible for an astounding 20.5 billion MtCO2e in emissions, about 65% of all energy-related greenhouse gas (GHG) emissions.This is a relatively focused Insight, covering four related areas:<ol>
<li>
Carbon Footprints: Scope 1, Scope 2, and Scope 3 emissions for each (ranked and sorted).</li>
<li>
Climate Policies: Where each stands vis-à-vis implementation of climate-related policies.</li>
<li>
Emissions Targets: Which companies are claiming to go net-zero emissions, and by when.</li>
<li>
Capital Investment: How future CapEx is (or is not) aligned with global warming targets.</li>
</ol>

Shortly after publishing Engine Versus Exxon: Activist Hedge Fund's Proxy Fight Win Reverberates Through "Big Oil" Boardrooms, I decided that a follow-up report (such as this one) would be a good supplement. So, consider this an addendum of sorts to that first Insight.Whereas "Engine Versus Exxon" was a mostly qualitative discussion of recent events for Exxon and six other supermajors, this is a more data-driven look of a much larger universe of oil stocks; 50 in total, representing 24 countries (mainly in the Americas, Asia Pacific, and Europe).Together, they are a good proxy for the broader Energy sector – an aggregate market capitalisation of US$4.6 trillion, and responsible for an astounding 20.5 billion MtCO2e in emissions, about 65% of all energy-related greenhouse gas (GHG) emissions.This is a relatively focused Insight, covering four related areas:

Carbon Footprints: Scope 1, Scope 2, and Scope 3 emissions for each (ranked and sorted).

Climate Policies: Where each stands vis-à-vis implementation of climate-related policies.

Emissions Targets: Which companies are claiming to go net-zero emissions, and by when.

Capital Investment: How future CapEx is (or is not) aligned with global warming targets.


Greenhouse Gas Emissions Profiles of 50 of the World's Largest Oil Companies

Global Emerging Market Equities, Propitious Research

Wium Malan, CFA

Global Emerging Market Equities

Independent, Fundamental Quantitative Research

Propitious Research

Fully independent, fundamental and quantitative equity research, focused on companies in the Telecommunication, Media, Technology, Internet and Healthcare sectors in the Global Emerging Markets. Idea generation focused on Quality stocks, trading below their intrinsic Value, with sound Corporate Governance.

Quantitative Analysis

This insight provides the output, and an overview of our, machine learning-driven, proprietary GEM screening model, which takes a three-pronged approach to find the best medium-term long ideas within the top100 largest stocks in the MSCI GEM Index. The model is based on 1) a typical quantitative multifactor screening model, enhanced by two Artificial Intelligence Technology-based approaches using 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model. This model, which has been developed and tweaked over the past 24 months (and implemented in its current state for &gt;12 months), has a solid real-world performance track record, which I set out in the detail below. Notable new entrants to the top decile this month include South Korean auto names, <a href="https://www.smartkarma.com/entities/kia-motors-corp" target="_blank" data-smartkarma-citation="entities:156:1" rel="noopener">Kia Motors Corp (000270 KS)</a> and <a href="https://www.smartkarma.com/entities/hyundai-motor-co" target="_blank" data-smartkarma-citation="entities:155:1" rel="noopener">Hyundai Motor Co (005380 KS)</a> as well as Brazilian state-owned energy giant, <a href="https://www.smartkarma.com/entities/petroleo-brasileiro-sa" target="_blank" data-smartkarma-citation="entities:24459:1" rel="noopener">Petroleo Brasileiro Sa (PETR3 BZ)</a>.<table class="table table-striped">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<td style="text-align: center; width: 48pt;">rank</td>
<td style="width: 169pt;">Name</td>
<td style="width: 119pt;">Sector</td>
<td style="width: 95pt;">Location</td>
<td style="text-align: center; width: 48pt;">prev.</td>
</tr>
<tr>
<td style="text-align: center;">1</td>
<td><a href="https://www.smartkarma.com/entities/cnooc-ltd" target="_blank" data-smartkarma-citation="entities:175:1" rel="noopener">CNOOC Ltd (883 HK)</a></td>
<td>Energy</td>
<td>China</td>
<td style="text-align: center;">1</td>
</tr>
<tr>
<td style="text-align: center;">2</td>
<td><a href="https://www.smartkarma.com/entities/mediatek-inc" target="_blank" data-smartkarma-citation="entities:772:1" rel="noopener">Mediatek Inc (2454 TT)</a></td>
<td>Information Technology</td>
<td>Taiwan</td>
<td style="text-align: center;">5</td>
</tr>
<tr>
<td style="text-align: center;">3</td>
<td><a href="https://www.smartkarma.com/entities/sk-hynix-inc" target="_blank" data-smartkarma-citation="entities:16955:1" rel="noopener">SK Hynix (000660 KS)</a></td>
<td>Information Technology</td>
<td>Korea (South)</td>
<td style="text-align: center;">23</td>
</tr>
<tr>
<td style="text-align: center;">4</td>
<td><a href="https://www.smartkarma.com/entities/kia-motors-corp" target="_blank" data-smartkarma-citation="entities:156:1" rel="noopener">Kia Motors Corp (000270 KS)</a></td>
<td>Consumer Discretionary</td>
<td>Korea (South)</td>
<td style="text-align: center;">60</td>
</tr>
<tr>
<td style="text-align: center;">5</td>
<td><a href="https://www.smartkarma.com/entities/bank-of-china-ltd-h" target="_blank" data-smartkarma-citation="entities:656:1" rel="noopener">Bank Of China Ltd (H) (3988 HK)</a></td>
<td>Financials</td>
<td>China</td>
<td style="text-align: center;">25</td>
</tr>
<tr>
<td style="text-align: center;">6</td>
<td><a href="https://www.smartkarma.com/entities/ptt-pcl" target="_blank" data-smartkarma-citation="entities:197:1" rel="noopener">PTT PCL (PTT TB)</a></td>
<td>Energy</td>
<td>Thailand</td>
<td style="text-align: center;">4</td>
</tr>
<tr>
<td style="text-align: center;">7</td>
<td><a href="https://www.smartkarma.com/entities/samsung-electronics-co-ltd" target="_blank" data-smartkarma-citation="entities:191:1" rel="noopener">Samsung Electronics (005930 KS)</a></td>
<td>Information Technology</td>
<td>Korea (South)</td>
<td style="text-align: center;">9</td>
</tr>
<tr>
<td style="text-align: center;">8</td>
<td><a href="https://www.smartkarma.com/entities/hyundai-motor-co" target="_blank" data-smartkarma-citation="entities:155:1" rel="noopener">Hyundai Motor Co (005380 KS)</a></td>
<td>Consumer Discretionary</td>
<td>Korea (South)</td>
<td style="text-align: center;">80</td>
</tr>
<tr>
<td style="text-align: center;">9</td>
<td><a href="https://www.smartkarma.com/entities/china-mobile-ltd" target="_blank" data-smartkarma-citation="entities:27:1" rel="noopener">China Mobile (941 HK)</a></td>
<td>Communication</td>
<td>China</td>
<td style="text-align: center;">29</td>
</tr>
<tr>
<td style="text-align: center;">10</td>
<td><a href="https://www.smartkarma.com/entities/petroleo-brasileiro-sa" target="_blank" data-smartkarma-citation="entities:24459:1" rel="noopener">Petroleo Brasileiro Sa (PETR3 BZ)</a></td>
<td>Energy</td>
<td>Brazil</td>
<td style="text-align: center;">59</td>
</tr>
<tr><td colspan="5" style="text-align: left;">Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas</td></tr>
</tbody>
</table>As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.

This insight provides the output, and an overview of our, machine learning-driven, proprietary GEM screening model, which takes a three-pronged approach to find the best medium-term long ideas within the top100 largest stocks in the MSCI GEM Index. The model is based on 1) a typical quantitative multifactor screening model, enhanced by two Artificial Intelligence Technology-based approaches using 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model. This model, which has been developed and tweaked over the past 24 months (and implemented in its current state for &gt;12 months), has a solid real-world performance track record, which I set out in the detail below. Notable new entrants to the top decile this month include South Korean auto names, Kia Motors Corp (000270 KS) and Hyundai Motor Co (005380 KS) as well as Brazilian state-owned energy giant, Petroleo Brasileiro Sa (PETR3 BZ).









rank
Name
Sector
Location
prev.


1
CNOOC Ltd (883 HK)
Energy
China
1


2
Mediatek Inc (2454 TT)
Information Technology
Taiwan
5


3
SK Hynix (000660 KS)
Information Technology
Korea (South)
23


4
Kia Motors Corp (000270 KS)
Consumer Discretionary
Korea (South)
60


5
Bank Of China Ltd (H) (3988 HK)
Financials
China
25


6
PTT PCL (PTT TB)
Energy
Thailand
4


7
Samsung Electronics (005930 KS)
Information Technology
Korea (South)
9


8
Hyundai Motor Co (005380 KS)
Consumer Discretionary
Korea (South)
80


9
China Mobile (941 HK)
Communication
China
29


10
Petroleo Brasileiro Sa (PETR3 BZ)
Energy
Brazil
59

Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas

As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.

This insight provides the output, and an overview of, our proprietary GEM screening model, which takes a three-pronged approached to finding the best medium-term long ideas within the top100 largest stocks in the MSCI GEM Index. The model is based on 1) a typical quantitative multifactor screening model, enhanced by two Artificial Intelligence Technology-based approaches using 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model. This model, which has been developed and tweaked over the past 24 months (and implemented in its current state for 12 months), has a solid real-world performance track record, which I set out in the detail below. Notable new entrants to the top decile this month include <a href="https://www.smartkarma.com/entities/gazprom-pjsc" target="_blank" data-smartkarma-citation="entities:23749:1" rel="noopener">Gazprom PJSC (GAZP RX)</a>, <a href="https://www.smartkarma.com/entities/mediatek-inc" target="_blank" data-smartkarma-citation="entities:772:1" rel="noopener">Mediatek Inc (2454 TT)</a>, and <a href="https://www.smartkarma.com/entities/sberbank-of-russia-pjsc" target="_blank" data-smartkarma-citation="entities:24142:1" rel="noopener">Sberbank Of Russia Pjsc (SBER LI)</a>.<table class="table table-striped">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<td style="text-align: center; width: 48pt;">rank</td>
<td style="width: 169pt;">Name</td>
<td style="width: 119pt;">Sector</td>
<td style="width: 95pt;">Location</td>
<td style="text-align: center; width: 48pt;">prev.</td>
</tr>
<tr>
<td style="text-align: center;">1</td>
<td>CNOOC LTD</td>
<td>Energy</td>
<td>China</td>
<td style="text-align: center;">25</td>
</tr>
<tr>
<td style="text-align: center;">2</td>
<td>GAZPROM</td>
<td>Energy</td>
<td>Russian Federation</td>
<td style="text-align: center;">89</td>
</tr>
<tr>
<td style="text-align: center;">3</td>
<td>CHINA RESOURCES LAND LTD</td>
<td>Real Estate</td>
<td>China</td>
<td style="text-align: center;">45</td>
</tr>
<tr>
<td style="text-align: center;">4</td>
<td>PTT NON-VOTING DR PCL</td>
<td>Energy</td>
<td>Thailand</td>
<td style="text-align: center;">39</td>
</tr>
<tr>
<td style="text-align: center;">5</td>
<td>MEDIATEK INC</td>
<td>Information Technology</td>
<td>Taiwan</td>
<td style="text-align: center;">81</td>
</tr>
<tr>
<td style="text-align: center;">6</td>
<td>PAO NOVATEK GDR</td>
<td>Energy</td>
<td>Russian Federation</td>
<td style="text-align: center;">48</td>
</tr>
<tr>
<td style="text-align: center;">7</td>
<td>GEELY AUTOMOBILE HOLDINGS LTD</td>
<td>Consumer Discretionary</td>
<td>China</td>
<td style="text-align: center;">2</td>
</tr>
<tr>
<td style="text-align: center;">8</td>
<td>SBERBANK ROSSII</td>
<td>Financials</td>
<td>Russian Federation</td>
<td style="text-align: center;">59</td>
</tr>
<tr>
<td style="text-align: center;">9</td>
<td>SAMSUNG ELECTRONICS LTD</td>
<td>Information Technology</td>
<td>Korea (South)</td>
<td style="text-align: center;">41</td>
</tr>
<tr>
<td style="text-align: center;">10</td>
<td>FIRSTRAND LTD</td>
<td>Financials</td>
<td>South Africa</td>
<td style="text-align: center;">30</td>
</tr>
<tr><td colspan="5" style="text-align: left;">Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas</td></tr>
</tbody>
</table>As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.

This insight provides the output, and an overview of, our proprietary GEM screening model, which takes a three-pronged approached to finding the best medium-term long ideas within the top100 largest stocks in the MSCI GEM Index. The model is based on 1) a typical quantitative multifactor screening model, enhanced by two Artificial Intelligence Technology-based approaches using 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model. This model, which has been developed and tweaked over the past 24 months (and implemented in its current state for 12 months), has a solid real-world performance track record, which I set out in the detail below. Notable new entrants to the top decile this month include Gazprom PJSC (GAZP RX), Mediatek Inc (2454 TT), and Sberbank Of Russia Pjsc (SBER LI).









rank
Name
Sector
Location
prev.


1
CNOOC LTD
Energy
China
25


2
GAZPROM
Energy
Russian Federation
89


3
CHINA RESOURCES LAND LTD
Real Estate
China
45


4
PTT NON-VOTING DR PCL
Energy
Thailand
39


5
MEDIATEK INC
Information Technology
Taiwan
81


6
PAO NOVATEK GDR
Energy
Russian Federation
48


7
GEELY AUTOMOBILE HOLDINGS LTD
Consumer Discretionary
China
2


8
SBERBANK ROSSII
Financials
Russian Federation
59


9
SAMSUNG ELECTRONICS LTD
Information Technology
Korea (South)
41


10
FIRSTRAND LTD
Financials
South Africa
30

Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas

As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.

HK/China Equity Long-Short

Osbert Tang, CFA

Equity Bottom-Up

Share price of <a href="https://www.smartkarma.com/entities/china-gas-holdings-ltd" target="_blank" data-smartkarma-citation="entities:14315:1" rel="noopener">China Gas Holdings (384 HK)</a> has dropped by 12.3% in the last three days after the 7.5% new share placement to raise HK$11.6bn. While there will be EPS dilution over the next two years, we still see EPS growth at a decent level with ROE staying high at 22.8% for FY22F. In fact, the frequent corporate moves recently including exploring hydrogen energy, developing LNG terminal and co-operating with major central SOEs are encouraging developments.Its cooperation with <a href="https://www.smartkarma.com/entities/cnooc-ltd" target="_blank" data-smartkarma-citation="entities:175:1" rel="noopener">CNOOC Ltd (883 HK)</a> on hydrogen production and hydrogen refueling station will potentially open a growth driver to capture the numerous opportunities in this rapidly growing market segment. Meanwhile, the construction of LNG terminal will provide it a tighter grip on LNG cost and procurement. We see such strategic and operational developments positive to the long-term well-being of China Gas.

Share price of China Gas Holdings (384 HK) has dropped by 12.3% in the last three days after the 7.5% new share placement to raise HK$11.6bn. While there will be EPS dilution over the next two years, we still see EPS growth at a decent level with ROE staying high at 22.8% for FY22F. In fact, the frequent corporate moves recently including exploring hydrogen energy, developing LNG terminal and co-operating with major central SOEs are encouraging developments.Its cooperation with CNOOC Ltd (883 HK) on hydrogen production and hydrogen refueling station will potentially open a growth driver to capture the numerous opportunities in this rapidly growing market segment. Meanwhile, the construction of LNG terminal will provide it a tighter grip on LNG cost and procurement. We see such strategic and operational developments positive to the long-term well-being of China Gas.  

China Gas Holdings (384 HK): Placement, Hydrogen Energy, LNG Terminal and Unicom/Sinopec Co-Ops

Pan-Asia Index Rebalances/ Events/ Delta One, Periscope Analytics

Brian Freitas

Pan-Asia Index Rebalances/ Events/ Delta One

Event-Driven

Hang Seng China Enterprises Index / Event-Driven

The announcement of 2020 full year results is bringing some certainty to the HSCEI 2021 dividend index points. With <a href="https://www.smartkarma.com/entities/bank-of-communications-co-h" target="_blank" data-smartkarma-citation="entities:659:1" rel="noopener">Bank Of Communications Co H (3328 HK)</a>, <a href="https://www.smartkarma.com/entities/ind-comm-bk-of-china-h" target="_blank" data-smartkarma-citation="entities:1119:1" rel="noopener">ICBC (H) (1398 HK)</a> and <a href="https://www.smartkarma.com/entities/china-construction-bank-h" target="_blank" data-smartkarma-citation="entities:45:1" rel="noopener">China Construction Bank H (939 HK)</a> announcing results (and dividends) today, and <a href="https://www.smartkarma.com/entities/postal-savings-bank-of-china" target="_blank" data-smartkarma-citation="entities:22848:1" rel="noopener">Postal Savings Bank of China (1658 HK)</a>, <a href="https://www.smartkarma.com/entities/agricultural-bank-of-china-limited" target="_blank" data-smartkarma-citation="entities:1120:1" rel="noopener">Agricultural Bank Of China (1288 HK)</a> and <a href="https://www.smartkarma.com/entities/bank-of-china-ltd-h" target="_blank" data-smartkarma-citation="entities:656:1" rel="noopener">Bank Of China Ltd (H) (3988 HK)</a> announcing on Monday and Tuesday next week, over 85% of the 2021 dividend index points will be known by end of the month.With <a href="https://www.smartkarma.com/entities/baidu-inc-a55ca720-5968-48f0-8194-ac94390d065c" target="_blank" data-smartkarma-citation="entities:32212:1" rel="noopener">Baidu (9888 HK)</a> included in the <a href="https://www.smartkarma.com/entities/hang-seng-china-enterprises-index" target="_blank" data-smartkarma-citation="entities:22900:1" rel="noopener">Hang Seng China Enterprises Index (HSCEI INDEX)</a> at the close of trading on 8 April, potential changes to the index at the June review that will be implemented at the close on 4 June, and capping changes that will be implemented at 8% of the index weight for all stocks at the June review, the dividend ex-date for the stocks (and banks in particular) will play a big role in determining the fair value of the 2021 dividend futures.With the SEC pushing forward with the Holding Foreign Companies Accountable Act, US listed Chinese stocks could look to bring forward their plans to Secondary List on the <a href="https://www.smartkarma.com/entities/hong-kong-exchanges-clearing" target="_blank" data-smartkarma-citation="entities:490:1" rel="noopener">HKEX (388 HK)</a>. <a href="https://www.smartkarma.com/entities/bilibili-inc-83a27302-cd7d-4e6a-a1de-bcf93eb022c3" target="_blank" data-smartkarma-citation="entities:32215:1" rel="noopener">Bilibili Inc (9626 HK)</a> lists on Monday and media indicates that other Chinese companies are evaluating listing in Hong Kong. <a href="https://www.smartkarma.com/entities/jd-logistics" target="_blank" data-smartkarma-citation="entities:31500:1" rel="noopener">JD Logistics (JDL HK)</a> has already filed papers to list in Hong Kong. Then there are companies like <a href="https://www.smartkarma.com/entities/didi-chuxing-inc" target="_blank" data-smartkarma-citation="entities:27467:1" rel="noopener">DiDi Chuxing (1284375D CH)</a>, <a href="https://www.smartkarma.com/entities/bytedance-technology" target="_blank" data-smartkarma-citation="entities:27936:1" rel="noopener">ByteDance (1460967D CH)</a> and <a href="https://www.smartkarma.com/entities/ant-group-co-ltd" target="_blank" data-smartkarma-citation="entities:24240:1" rel="noopener">Ant Financial Services Group (6688 HK)</a> that could primary list in Hong Kong in the near future. While this will have minimal impact on the 2021 dividends, the impact on the 2022 and later dividend futures would be a lot higher.We see little downside from the current market on the HSCEI 2021 dividend futures, but believe that the HSCEI 2021/22 dividend steepener is trading too high. Potential changes to the index constituents should put downward pressure on the 2022 dividends with low dividend yield or zero dividend paying companies joining the index at high index weights, and high dividend paying companies being deleted from the index.

The announcement of 2020 full year results is bringing some certainty to the HSCEI 2021 dividend index points. With Bank Of Communications Co H (3328 HK), ICBC (H) (1398 HK) and China Construction Bank H (939 HK) announcing results (and dividends) today, and Postal Savings Bank of China (1658 HK), Agricultural Bank Of China (1288 HK) and Bank Of China Ltd (H) (3988 HK) announcing on Monday and Tuesday next week, over 85% of the 2021 dividend index points will be known by end of the month.With Baidu (9888 HK) included in the Hang Seng China Enterprises Index (HSCEI INDEX) at the close of trading on 8 April, potential changes to the index at the June review that will be implemented at the close on 4 June, and capping changes that will be implemented at 8% of the index weight for all stocks at the June review, the dividend ex-date for the stocks (and banks in particular) will play a big role in determining the fair value of the 2021 dividend futures.With the SEC pushing forward with the Holding Foreign Companies Accountable Act, US listed Chinese stocks could look to bring forward their plans to Secondary List on the HKEX (388 HK). Bilibili Inc (9626 HK) lists on Monday and media indicates that other Chinese companies are evaluating listing in Hong Kong. JD Logistics (JDL HK) has already filed papers to list in Hong Kong. Then there are companies like DiDi Chuxing (1284375D CH), ByteDance (1460967D CH) and Ant Financial Services Group (6688 HK) that could primary list in Hong Kong in the near future. While this will have minimal impact on the 2021 dividends, the impact on the 2022 and later dividend futures would be a lot higher.We see little downside from the current market on the HSCEI 2021 dividend futures, but believe that the HSCEI 2021/22 dividend steepener is trading too high. Potential changes to the index constituents should put downward pressure on the 2022 dividends with low dividend yield or zero dividend paying companies joining the index at high index weights, and high dividend paying companies being deleted from the index.

HSCEI Dividend Futures: June Index Review, Bank Divs, HFCAA - Sell the 2021/22 Steepener

China

CNOOC Limited, through its subsidiaries, explores, develops, produces, and sells crude oil and natural gas. The Company focuses in the areas such as Bohai, Western South China Sea, Eastern South China Sea and East China Sea in offshore China. Internationally, the Group has oil and gas assets in Asia, Africa, North America, South America, and Oceania.

Price Gauge
52-week Range	0.00 - 0.00
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Dividend (Yield)	0.00

CNOOC Ltd (883 HK)

Greenhouse Gas Emissions Profiles of 50 of the World's Largest Oil Companies

A quick overview of the carbon footprints and climate policies of 50 of the world's largest oil stocks (mainly Asia Pacific, Americas, and Europe...

Kyle Rudden

Screening for GEMs: June 2021

This insight provides an overview of our, machine learning-driven, proprietary GEM screening model, based on a Multifactor model, a Deep Neural...

Wium Malan, CFA

Screening for GEMs: May 2021

This insight provides an overview of our proprietary GEM screening model which is based on a multifactor screening model, a Deep Neural Network...

Wium Malan, CFA

China Gas Holdings (384 HK): Placement, Hydrogen Energy, LNG Terminal and Unicom/Sinopec Co-Ops

We are not too negative on the new share placement by China Gas. We think the recent strategic and operational initiatives position it well in the...

Osbert Tang, CFA

HSCEI Dividend Futures: June Index Review, Bank Divs, HFCAA - Sell the 2021/22 Steepener

While the HSCEI 2021 dividend futures are trading near our estimated fair, the HSCEI 2021/22 div steepener is not. We recommend selling the...

Brian Freitas

Price Gauge

52-week Range

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