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

<p>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. </p><p>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. </p><p>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. </p><p>Notable new entrants to the top decile this month include bottom-fishing in Chinese education through <a href="https://www.smartkarma.com/entities/new-oriental-education-tech-grp-adr" target="_blank" data-smartkarma-citation="entities:531:1" rel="noopener">New Oriental Education (EDU US)</a>, Russian internet play <a href="https://www.smartkarma.com/entities/yandex-nv-a" target="_blank" data-smartkarma-citation="entities:414:1" rel="noopener">Yandex (YNDX US)</a>, Brazilian beverages giant <a href="https://www.smartkarma.com/entities/ambev-sa" target="_blank" data-smartkarma-citation="entities:24454:1" rel="noopener">Ambev SA (ABEV3 BZ)</a>, and a rebound call on <a href="https://www.smartkarma.com/entities/tencent-holdings-ltd" target="_blank" data-smartkarma-citation="entities:26:1" rel="noopener">Tencent (700 HK)</a>.</p><table class="table table-striped">
<colgroup>
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<tbody>
<tr>
<td style="text-align: center; width: 74.9062px;">rank</td>
<td style="width: 262.578px;">Name</td>
<td style="width: 185.766px;">Sector</td>
<td style="width: 147.797px;">Location</td>
<td style="text-align: center; width: 74.9531px;">prev.</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">1</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/tata-consultancy-svcs-ltd" target="_blank" data-smartkarma-citation="entities:18708:1" rel="noopener">Tata Consultancy Svcs (TCS IN)</a> </td>
<td style="width: 185.766px;">Information Technology</td>
<td style="width: 147.797px;">India</td>
<td style="text-align: center; width: 74.9531px;">19</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">2</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/shenzhou-intl-group-holdings-ltd" target="_blank" data-smartkarma-citation="entities:10415:1" rel="noopener">Shenzhou Intl Group Holdings (2313 HK)</a> </td>
<td style="width: 185.766px;">Consumer Discretionary</td>
<td style="width: 147.797px;">China</td>
<td style="text-align: center; width: 74.9531px;">12</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">3</td>
<td style="width: 262.578px;">
<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 style="width: 185.766px;">Consumer Discretionary</td>
<td style="width: 147.797px;">China</td>
<td style="text-align: center; width: 74.9531px;">92</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">4</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/yandex-nv-a" target="_blank" data-smartkarma-citation="entities:414:1" rel="noopener">Yandex (YNDX US)</a> </td>
<td style="width: 185.766px;">Communication</td>
<td style="width: 147.797px;">Russian Federation</td>
<td style="text-align: center; width: 74.9531px;">88</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">5</td>
<td style="width: 262.578px;">
<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 style="width: 185.766px;">Real Estate</td>
<td style="width: 147.797px;">China</td>
<td style="text-align: center; width: 74.9531px;">33</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">6</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/ambev-sa" target="_blank" data-smartkarma-citation="entities:24454:1" rel="noopener">Ambev SA (ABEV3 BZ)</a> </td>
<td style="width: 185.766px;">Consumer Staples</td>
<td style="width: 147.797px;">Brazil</td>
<td style="text-align: center; width: 74.9531px;">56</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">7</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/ncsoft-corp" target="_blank" data-smartkarma-citation="entities:5169:1" rel="noopener">NCSOFT Corp (036570 KS)</a> </td>
<td style="width: 185.766px;">Communication</td>
<td style="width: 147.797px;">Korea (South)</td>
<td style="text-align: center; width: 74.9531px;">18</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">8</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/tencent-holdings-ltd" target="_blank" data-smartkarma-citation="entities:26:1" rel="noopener">Tencent (700 HK)</a> </td>
<td style="width: 185.766px;">Communication</td>
<td style="width: 147.797px;">China</td>
<td style="text-align: center; width: 74.9531px;">61</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">9</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/hindustan-unilever-ltd" target="_blank" data-smartkarma-citation="entities:13828:1" rel="noopener">Hindustan Unilever (HUVR IN)</a> </td>
<td style="width: 185.766px;">Consumer Staples</td>
<td style="width: 147.797px;">India</td>
<td style="text-align: center; width: 74.9531px;">70</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">10</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/maruti-suzuki-india-ltd" target="_blank" data-smartkarma-citation="entities:733:1" rel="noopener">Maruti Suzuki India (MSIL IN)</a> </td>
<td style="width: 185.766px;">Consumer Discretionary</td>
<td style="width: 147.797px;">India</td>
<td style="text-align: center; width: 74.9531px;">89</td>
</tr>
<tr><td colspan="5" style="text-align: left; width: 746px;"><em>Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas</em></td></tr>
</tbody>
</table><p><em>As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.</em></p>

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 bottom-fishing in Chinese education through New Oriental Education (EDU US), Russian internet play Yandex (YNDX US), Brazilian beverages giant Ambev SA (ABEV3 BZ), and a rebound call on Tencent (700 HK).









rank
Name
Sector
Location
prev.


1

Tata Consultancy Svcs (TCS IN) 
Information Technology
India
19


2

Shenzhou Intl Group Holdings (2313 HK) 
Consumer Discretionary
China
12


3

New Oriental Education &amp; Technology Group (9901 HK) 
Consumer Discretionary
China
92


4

Yandex (YNDX US) 
Communication
Russian Federation
88


5

China Resources Land (1109 HK) 
Real Estate
China
33


6

Ambev SA (ABEV3 BZ) 
Consumer Staples
Brazil
56


7

NCSOFT Corp (036570 KS) 
Communication
Korea (South)
18


8

Tencent (700 HK) 
Communication
China
61


9

Hindustan Unilever (HUVR IN) 
Consumer Staples
India
70


10

Maruti Suzuki India (MSIL IN) 
Consumer Discretionary
India
89

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.

External broker reports(aggregated public sources), Axis Direct

Axis Direct

External broker reports(aggregated public sources)

Equity Bottom-Up

<p>We maintain a BUY rating on the stock and value it at 50x FY24E EPS to arrive at a revised TP of Rs 2,670/share (from earlier Rs 2,650/share).</p><div class="content-highlight"><em>Content is external broker report sourced from online content aggregator through publicly available sources and is displayed below for general informational purposes only. Refer full disclaimer below.</em></div>

We maintain a BUY rating on the stock and value it at 50x FY24E EPS to arrive at a revised TP of Rs 2,670/share (from earlier Rs 2,650/share).Content is external broker report sourced from online content aggregator through publicly available sources and is displayed below for general informational purposes only. Refer full disclaimer below.

Hindustan Unilever: Resilient Q1 Performance; OOH Business to Improve Sequentially

External broker reports(aggregated public sources), ICICI Securities Ltd

ICICI Securities Limited

<p>Consequent PAT was at Rs 2061 crore (up 9.6% YoY) five years (from ~Rs 922 in July 2016 to ~Rs 2388 levels in July 2021). We roll over FY24 numbers given Covid-19 related disruptions have temporarily impacted financials &amp; FY23-FY4 would be a normalised year. We continue to remain positive and retain our BUY rating on the stock...</p><div class="content-highlight"><em>Content is external broker report sourced from online content aggregator through publicly available sources and is displayed below for general informational purposes only. Refer full disclaimer below.</em></div>

Consequent PAT was at Rs 2061 crore (up 9.6% YoY) five years (from ~Rs 922 in July 2016 to ~Rs 2388 levels in July 2021). We roll over FY24 numbers given Covid-19 related disruptions have temporarily impacted financials &amp; FY23-FY4 would be a normalised year. We continue to remain positive and retain our BUY rating on the stock...Content is external broker report sourced from online content aggregator through publicly available sources and is displayed below for general informational purposes only. Refer full disclaimer below.

Hindustan Unilever: Second Wave Drags Growth; Margins Under Pressure

Asset Allocation & Fund Positioning, Copley Fund Research

Steven Holden

Asset Allocation & Fund Positioning

Copley Fund Research

Copley Fund Research provide research and data on asset allocation among Global and Emerging Market equity funds.  The analysis details absolute and relative positioning across countries, sectors and industries together with highly granular data on single stock and single fund allocations.  The data is updated monthly with time series going back to January 2011.

Global Research - Analysis of 165 prominent Global equity funds, combined AUM $335bn
GEM Research - Analysis of 127 prominent global EM equity funds, combined AUM $250bn

Asset Allocation - Global and GEM Equity

Thematic (Sector/Industry)

<p>Consumer Staples allocations have fallen to their lowest levels in over a decade.  The Consumer Staples sector is now the 5th largest sector holding among active Global Emerging Market managers, well behind the heavyweights of Tech, Financials and their Discretionary peers. </p><p>A 5-year decline in Consumer Staples exposure was compounded by negative fund activity over the course of 2021.  Consumer Staples stocks saw average weights decline by 0.41%, overweights decline by 0.16% and 5.4% of managers move to underweight, all aided by a net -$475m in fund outflows from the sector over the period. </p><p>The most widely held stock in the 'Staples sector is <a href="https://www.smartkarma.com/entities/wal-mart-de-mexico-sab-de-cv" target="_blank" data-smartkarma-citation="entities:28373:1" rel="noopener">Wal-Mart de Mexico SAB de CV (WALMEX* MM EQUITY)</a>, held by 34.6% of the funds in our analysis at an average weight of 0.35%.  <a href="https://www.smartkarma.com/entities/lg-household-health-care" target="_blank" data-smartkarma-citation="entities:6501:1" rel="noopener">LG Household &amp; Health Care (051900 KS),</a><a href="https://www.smartkarma.com/entities/kweichow-moutai-co-ltd-a" target="_blank" data-smartkarma-citation="entities:1553:1" rel="noopener">Kweichow Moutai (600519 CH)</a> and <a href="https://www.smartkarma.com/entities/fomento-de-construcciones-y-co" target="_blank" data-smartkarma-citation="entities:21269:1" rel="noopener">Fomento De Construcciones Y Co (FCC SM)</a> make up the 2nd tier.  With all 4 held overweight on average, these stocks are clearly well liked by the active EM investor base.</p><p>The size and scale of the exodus over a relatively short time-period, the sustained period of underperformance and potentially a dampening of inflation risks could prompt managers to readdress their allocations.</p>

Consumer Staples allocations have fallen to their lowest levels in over a decade.  The Consumer Staples sector is now the 5th largest sector holding among active Global Emerging Market managers, well behind the heavyweights of Tech, Financials and their Discretionary peers. A 5-year decline in Consumer Staples exposure was compounded by negative fund activity over the course of 2021.  Consumer Staples stocks saw average weights decline by 0.41%, overweights decline by 0.16% and 5.4% of managers move to underweight, all aided by a net -$475m in fund outflows from the sector over the period. The most widely held stock in the 'Staples sector is Wal-Mart de Mexico SAB de CV (WALMEX* MM EQUITY), held by 34.6% of the funds in our analysis at an average weight of 0.35%.  LG Household &amp; Health Care (051900 KS),Kweichow Moutai (600519 CH) and Fomento De Construcciones Y Co (FCC SM) make up the 2nd tier.  With all 4 held overweight on average, these stocks are clearly well liked by the active EM investor base.The size and scale of the exodus over a relatively short time-period, the sustained period of underperformance and potentially a dampening of inflation risks could prompt managers to readdress their allocations.

Consumer Staples:  EM Managers Positioned at All-Time Lows

Equity L/S Analyst | Forensic Accounting | India, Yellowstone Equity

Ankit Agrawal, CFA

Equity L/S Analyst | Forensic Accounting | India

<p><a href="https://www.smartkarma.com/entities/rajshree-polypack-ltd" target="_blank" data-smartkarma-citation="entities:33486:1" rel="noopener">Rajshree Polypack (RAJPPL IN)</a> ["RPPL"] is a small company in the rigid plastic packaging industry. Currently it is listed on the NSE Emerge platform (dedicated platform of NSE for SME companies) and has plans to shift to the main board over time. It is a relatively new IPO with listing in Sep 2018.</p>

Rajshree Polypack (RAJPPL IN) ["RPPL"] is a small company in the rigid plastic packaging industry. Currently it is listed on the NSE Emerge platform (dedicated platform of NSE for SME companies) and has plans to shift to the main board over time. It is a relatively new IPO with listing in Sep 2018.

India's Hidden Nanocaps | Rajshree Polypack: Climbing Up The Value Chain

India

Hindustan Unilever Limited manufactures and distributes consumer products. The Company offers soap, detergent, personal care products and processed food, ice creams, cooking oils, and other related products. Hindustan Unilever serves customers worldwide.

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Hindustan Unilever (HUVR IN)

Screening for GEMs: August 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

Hindustan Unilever: Resilient Q1 Performance; OOH Business to Improve Sequentially

We maintain a BUY rating on the stock and value it at 50x FY24E EPS to arrive at a revised TP of Rs 2,670/share (from earlier Rs 2,650/share).

Axis Direct

Hindustan Unilever: Second Wave Drags Growth; Margins Under Pressure

Consequent PAT was at Rs 2061 crore (up 9.6% YoY) five years (from ~Rs 922 in July 2016 to ~Rs 2388 levels in July 2021). We roll over FY24 numbers...

ICICI Securities Limited

Consumer Staples: EM Managers Positioned at All-Time Lows

Consumer Staples allocations have fallen to their lowest levels in over a decade. A 5-year decline in Consumer Staples exposure was compounded by...

Steven Holden

India's Hidden Nanocaps | Rajshree Polypack: Climbing Up The Value Chain

Rajshree Polypack is a small player in the large rigid plastic packaging industry. However, through its consistent innovation and growth mindset,...

Ankit Agrawal, CFA

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