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 a host of energy plays (<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/lukoil-pjsc-2bfe0130-461e-4ff3-af12-93bec12e6325" target="_blank" data-smartkarma-citation="entities:27148:1" rel="noopener">LUKOIL (LKOH RM)</a>, <a href="https://www.smartkarma.com/entities/ptt-pcl" target="_blank" data-smartkarma-citation="entities:197:1" rel="noopener">PTT PCL (PTT TB)</a>,  and <a href="https://www.smartkarma.com/entities/cnooc-ltd" target="_blank" data-smartkarma-citation="entities:175:1" rel="noopener">CNOOC Ltd (883 HK)</a>) as well as a return for South African banking group <a href="https://www.smartkarma.com/entities/firstrand-ltd" target="_blank" data-smartkarma-citation="entities:24971:1" rel="noopener">FirstRand Ltd (FSR SJ)</a>, and a recovery call for Chinese online gaming powerhouse <a href="https://www.smartkarma.com/entities/netease" target="_blank" data-smartkarma-citation="entities:29030:1" rel="noopener">NetEase (9999 HK)</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/gazprom-pjsc-6a7231a9-d5e4-4da4-bf21-aa1b9d50fbf8" target="_blank" data-smartkarma-citation="entities:27578:1" rel="noopener">Gazprom PJSC (GAZP RM)</a> </td>
<td>Energy</td>
<td>Russian Federation</td>
<td style="text-align: center;">12</td>
</tr>
<tr>
<td style="text-align: center;">2</td>
<td>
<a href="https://www.smartkarma.com/entities/lukoil-pjsc-2bfe0130-461e-4ff3-af12-93bec12e6325" target="_blank" data-smartkarma-citation="entities:27148:1" rel="noopener">LUKOIL (LKOH RM)</a> </td>
<td>Energy</td>
<td>Russian Federation</td>
<td style="text-align: center;">28</td>
</tr>
<tr>
<td style="text-align: center;">3</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;">30</td>
</tr>
<tr>
<td style="text-align: center;">4</td>
<td>
<a href="https://www.smartkarma.com/entities/china-resources-land-ltd" target="_blank" data-smartkarma-citation="entities:418:1" rel="noopener">China Resources Land (1109 HK)</a> </td>
<td>Real Estate</td>
<td>China</td>
<td style="text-align: center;">5</td>
</tr>
<tr>
<td style="text-align: center;">5</td>
<td>
<a href="https://www.smartkarma.com/entities/netease" target="_blank" data-smartkarma-citation="entities:29030:1" rel="noopener">NetEase (9999 HK)</a> </td>
<td>Communication</td>
<td>China</td>
<td style="text-align: center;">47</td>
</tr>
<tr>
<td style="text-align: center;">6</td>
<td>
<a href="https://www.smartkarma.com/entities/firstrand-ltd" target="_blank" data-smartkarma-citation="entities:24971:1" rel="noopener">FirstRand Ltd (FSR SJ)</a> </td>
<td>Financials</td>
<td>South Africa</td>
<td style="text-align: center;">68</td>
</tr>
<tr>
<td style="text-align: center;">7</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;">25</td>
</tr>
<tr>
<td style="text-align: center;">8</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;">51</td>
</tr>
<tr>
<td style="text-align: center;">9</td>
<td>
<a href="https://www.smartkarma.com/entities/mmc-norilsk-nickel-pjsc-dcb09449-eb24-4747-b1c9-77fbf35e8398" target="_blank" data-smartkarma-citation="entities:33242:1" rel="noopener">MMC Norilsk Nickel PJSC (GMKN RX)</a> </td>
<td>Materials</td>
<td>Russian Federation</td>
<td style="text-align: center;">22</td>
</tr>
<tr>
<td style="text-align: center;">10</td>
<td>
<a href="https://www.smartkarma.com/entities/new-oriental-education-technology-group" target="_blank" data-smartkarma-citation="entities:32210:1" rel="noopener">New Oriental Education &amp; Technology Group (9901 HK)</a> </td>
<td>Consumer Discretionary</td>
<td>China</td>
<td style="text-align: center;">3</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 a host of energy plays (Gazprom PJSC (GAZP RX), LUKOIL (LKOH RM), PTT PCL (PTT TB),  and CNOOC Ltd (883 HK)) as well as a return for South African banking group FirstRand Ltd (FSR SJ), and a recovery call for Chinese online gaming powerhouse NetEase (9999 HK).









rank
Name
Sector
Location
prev.


1

Gazprom PJSC (GAZP RM) 
Energy
Russian Federation
12


2

LUKOIL (LKOH RM) 
Energy
Russian Federation
28


3

PTT PCL (PTT TB) 
Energy
Thailand
30


4

China Resources Land (1109 HK) 
Real Estate
China
5


5

NetEase (9999 HK) 
Communication
China
47


6

FirstRand Ltd (FSR SJ) 
Financials
South Africa
68


7

CNOOC Ltd (883 HK) 
Energy
China
25


8

Bank Of China Ltd (H) (3988 HK) 
Financials
China
51


9

MMC Norilsk Nickel PJSC (GMKN RX) 
Materials
Russian Federation
22


10

New Oriental Education &amp; Technology Group (9901 HK) 
Consumer Discretionary
China
3

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. 

Head of Research, IPOs & Placements, Aequitas Research

Sumeet Singh

Head of Research, IPOs & Placements

IPOs and Placements coverage across Asia Pacific

Aequitas Research

We cover all listing across the Asia Pacific along with follow-up placements. As of Dec 2020, our team had covered 539 IPOs with a hit rate of 73.5% and 685 placements with a hit rate of 66.8%.

We combine fundamental bottom-up views with our proprietary quantitative framework to provide a holistic coverage across new listings and placements. Our coverage includes pre-IPO notes before the deal is launched, follow-up analysis once the deal is live and post-listing trading analysis as well.

Equity Capital Markets

Kakao Pay (KP), one of South Korea’s largest payment and financial services apps, aims to raise up to US$1.3bn in its South Korean IPO. Kakao held a 55% stake prior to listing, with Ant Financial holding the balance 45% stake.As of 1H21, KP had a total of 36m users and around 20m monthly active users (MAU). It processed a total GMV of KRW66.9tn in 2020 and it had already generated KRW47.9tn GMV in 1H21 itself. As of the end of 1H21, it had dealings with more than 610,000 affiliated stores and 100 financial institutions.KP began operation in Sep 2014 as a fintech division of Kakao to facilitate online payments. Ant Financial invested US$200m in the company in Feb 2017 and the division was spun out of Kakao in Apr 2017. Since spinning out, the number of MAUs have grown 14x from 2Q17 to 2Q21, while the quarterly transaction amount grew 61x from KRW0.4tn in 2Q17 to KRW24.5tn in 2Q21. Over the past few years the company has been expanding its offering beyond payment processing to include other financial products. On the back of this, its revenue has been growing faster than its GMV.

Kakao Pay (KP), one of South Korea’s largest payment and financial services apps, aims to raise up to US$1.3bn in its South Korean IPO. Kakao held a 55% stake prior to listing, with Ant Financial holding the balance 45% stake.As of 1H21, KP had a total of 36m users and around 20m monthly active users (MAU). It processed a total GMV of KRW66.9tn in 2020 and it had already generated KRW47.9tn GMV in 1H21 itself. As of the end of 1H21, it had dealings with more than 610,000 affiliated stores and 100 financial institutions.KP began operation in Sep 2014 as a fintech division of Kakao to facilitate online payments. Ant Financial invested US$200m in the company in Feb 2017 and the division was spun out of Kakao in Apr 2017. Since spinning out, the number of MAUs have grown 14x from 2Q17 to 2Q21, while the quarterly transaction amount grew 61x from KRW0.4tn in 2Q17 to KRW24.5tn in 2Q21. Over the past few years the company has been expanding its offering beyond payment processing to include other financial products. On the back of this, its revenue has been growing faster than its GMV.

Kakao Pay IPO - Guided by Ant Financial to Be a Mini Ant

Thematic (Sector/Industry)

This insight provides a summary of the key news developments impacting the largest countries and constituents of the Global Emerging Markets equity indices. Companies mentioned this week:<a href="https://www.smartkarma.com/entities/tencent-holdings-ltd" target="_blank" data-smartkarma-citation="entities:26:1" rel="noopener">Tencent (700 HK)</a>, <a href="https://www.smartkarma.com/entities/netease" target="_blank" data-smartkarma-citation="entities:29030:1" rel="noopener">NetEase (9999 HK)</a>, <a href="https://www.smartkarma.com/entities/yandex-nv-a" target="_blank" data-smartkarma-citation="entities:414:1" rel="noopener">Yandex (YNDX US)</a>, <a href="https://www.smartkarma.com/entities/prosus-nv" target="_blank" data-smartkarma-citation="entities:28104:1" rel="noopener">Prosus (PRX NA)</a>, <a href="https://www.smartkarma.com/entities/naspers-ltd" target="_blank" data-smartkarma-citation="entities:21085:1" rel="noopener">Naspers (NPN SJ)</a>, Ant Financial, <a href="https://www.smartkarma.com/entities/nio-inc" target="_blank" data-smartkarma-citation="entities:27399:1" rel="noopener">NIO Inc (NIO US)</a>, <a href="https://www.smartkarma.com/entities/didi-chuxing-inc" target="_blank" data-smartkarma-citation="entities:27467:1" rel="noopener">DiDi Global (DIDI US)</a>, <a href="https://www.smartkarma.com/entities/jd-com-inc" target="_blank" data-smartkarma-citation="entities:29043:1" rel="noopener">JD.com Inc. (9618 HK)</a>, <a href="https://www.smartkarma.com/entities/alibaba-group" target="_blank" data-smartkarma-citation="entities:28434:1" rel="noopener">Alibaba Group (9988 HK)</a>, <a href="https://www.smartkarma.com/entities/semiconductor-manufacturing-international-corp-smic" target="_blank" data-smartkarma-citation="entities:14231:1" rel="noopener">Semiconductor Manufacturing International Corp (SMIC) (981 HK)</a>

This insight provides a summary of the key news developments impacting the largest countries and constituents of the Global Emerging Markets equity indices. Companies mentioned this week:Tencent (700 HK), NetEase (9999 HK), Yandex (YNDX US), Prosus (PRX NA), Naspers (NPN SJ), Ant Financial, NIO Inc (NIO US), DiDi Global (DIDI US), JD.com Inc. (9618 HK), Alibaba Group (9988 HK), Semiconductor Manufacturing International Corp (SMIC) (981 HK) 

Global Emerging Markets Weekly: 3 September 2021

Latest News from the World’s Leading Innovators

Granite Bay Capital

An innovation focussed investment company

Granite Bay Capital is an innovation focussed investment company with a deep focus on the companies at the leading edge of innovation across major themes such as AI, ubiquitous computing, sustainability, automation and longevity.

Headline Developments As has been widely expected, China has moved to greatly reduce the time under-18s spend playing computer games.  Under the new rule, younger gamers will be restricted to one hour (8 pm - 9 pm) of online games on Fridays, weekends and holidays, with online gaming companies barred from providing gaming services to minors in any form outside of those hours.

Headline Developments As has been widely expected, China has moved to greatly reduce the time under-18s spend playing computer games.  Under the new rule, younger gamers will be restricted to one hour (8 pm - 9 pm) of online games on Fridays, weekends and holidays, with online gaming companies barred from providing gaming services to minors in any form outside of those hours.

Forensic Analyst

Jason Yap, CFA

Forensic Accounting

<a href="https://www.smartkarma.com/entities/tencent-holdings-ltd" target="_blank" data-smartkarma-citation="entities:26:1" rel="noopener">Tencent (700 HK)</a>'s share price retreated 3.2% overnight on news that China would restrict playing time for minors to 3 hours a week - that is, 8pm to 9pm time slots on Friday, Saturday and Sunday, with an extra hour on public holidays.  The share price erased these losses and recorded an intra-day gain of 3.3% by Tuesday's market close, suggesting that regulatory concerns were assuaged by Tencent's affirmation of low single-digit revenue contribution of minors. 
Insight Provider Mio Kato wrote a unique but sensible piece about how the market may have misunderstood the significance of the restrictions, with the implications for the long-term growth of the industry more severe and an appreciation of the relevant issues would come sooner.  A key thrust of the argument is that habit-formation of gaming at an early age would be disrupted to an extent that gaming habits and user time spent do not carry over into adulthood. 
Tencent's gaming revenue is derived primarily from the sales of in-game virtual items and the provision of adjacent services.  In this article, we expand on the above argument by highlighting how the habit-formation disruption not only affects user time spent but also have a knock-on impact with respect to in-game virtual item spending, subscription, and IP consumption. 
Further, Tencent's revenue recognition on the provision of online games heavily depends on management's assumptions of the gamer's usage profile, which was in turn determined based on past gaming habits. This was historically raised as a Key Audit Matter in Tencent's Audit Opinions. Accordingly, we also discuss in this article how the underlying management assumptions might change as a result of the regulations and consequent impact on Tencent's gaming revenues.

Tencent (700 HK)'s share price retreated 3.2% overnight on news that China would restrict playing time for minors to 3 hours a week - that is, 8pm to 9pm time slots on Friday, Saturday and Sunday, with an extra hour on public holidays.  The share price erased these losses and recorded an intra-day gain of 3.3% by Tuesday's market close, suggesting that regulatory concerns were assuaged by Tencent's affirmation of low single-digit revenue contribution of minors. 
Insight Provider Mio Kato wrote a unique but sensible piece about how the market may have misunderstood the significance of the restrictions, with the implications for the long-term growth of the industry more severe and an appreciation of the relevant issues would come sooner.  A key thrust of the argument is that habit-formation of gaming at an early age would be disrupted to an extent that gaming habits and user time spent do not carry over into adulthood. 
Tencent's gaming revenue is derived primarily from the sales of in-game virtual items and the provision of adjacent services.  In this article, we expand on the above argument by highlighting how the habit-formation disruption not only affects user time spent but also have a knock-on impact with respect to in-game virtual item spending, subscription, and IP consumption. 
Further, Tencent's revenue recognition on the provision of online games heavily depends on management's assumptions of the gamer's usage profile, which was in turn determined based on past gaming habits. This was historically raised as a Key Audit Matter in Tencent's Audit Opinions. Accordingly, we also discuss in this article how the underlying management assumptions might change as a result of the regulations and consequent impact on Tencent's gaming revenues. 

Tencent - An Analytical Framework For "Tomorrow's" Gaming Minors

China

NetEase, Inc. operates as an leading internet technology company providing online services including content, community, communication, and commerce. The Company develops and operates online games, electronic commerce, internet media, innovative business, and other businesses. NetEase expands its businesses to Japan, North American, and other other international markets.

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NetEase (9999 HK)

Screening for GEMs: September 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

Kakao Pay IPO - Guided by Ant Financial to Be a Mini Ant

Kakao Pay, one of South Korea’s largest payment and financial services apps, aims to raise up to US$1.3bn in its South Korean IPO. Kakao holds a...

Sumeet Singh

Global Emerging Markets Weekly: 3 September 2021

This insight provides a summary of the key news developments impacting the largest countries and constituents of the Global Emerging Markets equity...

Wium Malan, CFA

Weekly Innovation Review (WIRE) #47

Headline Developments: As has been widely expected, China has moved to greatly reduce the time under-18s spend playing computer games. Under the...

Granite Bay Capital

Tencent - An Analytical Framework For "Tomorrow's" Gaming Minors

Tencent's investors' response to latest online gaming restrictions have been measured due to small revenue contribution from minors. We discuss how...

Jason Yap, CFA

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