Managing Director

Elan Gore

TMI Data Science

TMI Data Science utilizes Natural Language Processing to build custom leading indicators using unstructured data sourced from the global financial, trade & traditional media.  Our proprietary software, TMI Machine, is a text-mining platform designed with the buy-side & capital markets professional in mind, text-mining the global media to discern and quantify nuanced qualitative shifts in press coverage as they apply to macroeconomics, equity indexes/ETFs, commodities, currencies, fixed income & individual equities.  TMI provides custom leading indicators and systematic trading strategies, operating at the nexus of linguistics & statistics drawing on vast experience in investment banking and hedge fund settings in senior quantitative and fundamental roles.  

TMI Data Science was founded by Elan Gore, an award-winning Senior Global Basic Materials Equity Analyst & China Economist with 15 years of experience in North American hedge funds & institutional managers; and Alessandro Porrino, Ph.D., an Algorithmic Trading Analyst and Programmer with 10 years of front-office experience ranging from complex FX option pricing to auto-hedging strategies at Bank of America Merrill Lynch and Standard Chartered.  Mr. Gore holds an MBA in Finance from New York University Stern School of Business, and Mr. Porrino holds a Ph.D. in Systems Engineering from Brunel University London.

Cross Asset Strategy

<ul>
<li>In the first week of 2021, TMI's machinery sentiment indicators hit their highest levels since pre-pandemic readings, attributed to recent bullish commentary from the likes of Sany Heavy, Hengli Hydraulic, Zoomlion and the CCMA (China Construction Machinery Association); the indicators have been strongly correlated with <a href="https://www.smartkarma.com/entities/caterpillar-inc" target="_blank" data-smartkarma-citation="entities:697:1" rel="noopener">Caterpillar Inc (CAT US)</a> , <a href="https://www.smartkarma.com/entities/komatsu-ltd" target="_blank" data-smartkarma-citation="entities:8416:1" rel="noopener">Komatsu Ltd (6301 JP)</a> &amp; <a href="https://www.smartkarma.com/entities/zoomlion-heavy-industry-h" target="_blank" data-smartkarma-citation="entities:7817:1" rel="noopener">Zoomlion Heavy Industry H (1157 HK) </a> with a slight lead</li>
<li>On Friday, Komatsu reported Komtrax equipment utilization data for December, highlighting sharply stronger average hours of machinery use Y/Y comps in key jurisdictions</li>
<li>The CCMA recently pointed out that Chinese OEMs expect 2021 demand to range from high single-digits to 15% Y/Y while the association expects a range of 8-10% supported by continued robust infrastructure FAI</li>
<li>Komatsu's European data indicates potential positive surprise with a second month of +4% Y/Y growth, despite weaker EU Construction PMI readings throughout Q4</li>
<li>US data also highlights a first positive utilization comp in over a year, despite still-tentative construction spending data and slippage in the ABI index</li>
<li>Japanese machinery utilization also bounced back in December to its best Y/Y comp in more than a year, with elevated public sector construction in progress and a potential inflection in housing starts</li>
<li>Given such a robust starting point for 2021, markets are more likely to look through seasonal air pockets going into Spring</li>
</ul>


In the first week of 2021, TMI's machinery sentiment indicators hit their highest levels since pre-pandemic readings, attributed to recent bullish commentary from the likes of Sany Heavy, Hengli Hydraulic, Zoomlion and the CCMA (China Construction Machinery Association); the indicators have been strongly correlated with Caterpillar Inc (CAT US) , Komatsu Ltd (6301 JP) &amp; Zoomlion Heavy Industry H (1157 HK)  with a slight lead
On Friday, Komatsu reported Komtrax equipment utilization data for December, highlighting sharply stronger average hours of machinery use Y/Y comps in key jurisdictions
The CCMA recently pointed out that Chinese OEMs expect 2021 demand to range from high single-digits to 15% Y/Y while the association expects a range of 8-10% supported by continued robust infrastructure FAI
Komatsu's European data indicates potential positive surprise with a second month of +4% Y/Y growth, despite weaker EU Construction PMI readings throughout Q4
US data also highlights a first positive utilization comp in over a year, despite still-tentative construction spending data and slippage in the ABI index
Japanese machinery utilization also bounced back in December to its best Y/Y comp in more than a year, with elevated public sector construction in progress and a potential inflection in housing starts
Given such a robust starting point for 2021, markets are more likely to look through seasonal air pockets going into Spring


TMI Snapshot: Machinery Sentiment at Pre-COVID High as Komtrax Data Shows Synchronized Global Surge

Senior Credit Analyst, Lucror Analytics

Leonard Law, CFA

Senior Credit Analyst

High Yield Experts

Lucror Analytics

Lucror Analytics is a leading credit and ESG research specialist and a provider of technology solutions for differentiated fixed income strategies. Our roots are in bottom-up fundamental credit analysis with a specialization in high yield corporate credits from Europe, Asia and Latin America. We are one of few research specialists integrating ESG considerations with fundamental credit research through a dedicated ESG platform. Our ESG assessment covers five key criteria: Disclosure, E,S, & G Pillars, Controversies, ESG Impact on Credit and ESG Momentum.

Recognizing the importance and value-add of Factor Investing in fixed income, Lucror developed the Smart Quant Navigator (SQN), an intuitive platform that helps clients devise and implement factor-based strategies ranging from pure quant to active fundamental, with integrated ESG.

Our company has been at the forefront of developments in the fixed income markets, identifying opportunities and consistently delivering new products and value-adding solutions to clients. Lucror has close relationships with the largest and most reputable asset managers, family offices, hedge funds, investment and wealth managers globally.

Credit

This month, we review the developments of 2020, an extraordinary year from an investor’s perspective, and give our outlook for the year ahead.  The Asia Monthly focuses on providing updates on recent events, information on new issues and spread movements, as well as summarising our top picks, and discussing specific areas of interest in the “In-Focus” section. The Asia Monthly is intended to broaden investors' understanding of the Asian USD high-yield market.

  This month, we review the developments of 2020, an extraordinary year from an investor’s perspective, and give our outlook for the year ahead.    The Asia Monthly focuses on providing updates on recent events, information on new issues and spread movements, as well as summarising our top picks, and discussing specific areas of interest in the “In-Focus” section. The Asia Monthly is intended to broaden investors' understanding of the Asian USD high-yield market.  

Asia HY Monthly - 2020 In Review And 2021 Outlook - Lucror Analytics

The Asia HY Trade Book for the month of December includes a summary of our recommendations, as well as our high-conviction ideas. The report also features relative value charts and lists of the bonds in the Lucror Asia HY index.

  The Asia HY Trade Book for the month of December includes a summary of our recommendations, as well as our high-conviction ideas. The report also features relative value charts and lists of the bonds in the Lucror Asia HY index. 

Asia HY Trade Book - December 2020 - Lucror Analytics

Asian Insight Provider - Actionable ideas, CrossASEAN Research

Henry Soediarko

Asian Insight Provider - Actionable ideas

CrossASEAN Research

At CrossASEAN Research we strive to produce unbiased and differentiated on the ground insights on companies across South East Asia. Our Research is produced for the most part after face to face meetings and conversations with company management to dig deep into the long term vision and strategy of the companies we cover. We seek to deliver investable and actionable themes on sectors and markets across SE Asia, often in collaboration with other Insight Providers across the region, pooling the vast experience of the analysts within the Smartkarma Ecosystem. We also offer bespoke work and tailor made trips for our clients. 

Insights across South East Asia

Thematic (Sector/Industry)

The tech break up is not happening soon but the regulators have been more vocal and active in penalizing the Big Tech companies. In the US, <a href="https://www.smartkarma.com/entities/facebook-inc-a" target="_blank" data-smartkarma-citation="entities:665:1" rel="noopener">Facebook Inc A (FB US)</a> was sued over monopoly concern and the EU has issued Digital Services Act that aims to create better chances for smaller developers to compete in the Apple and Google ecosystem. In China, the regulator has also been more stringent on the Big Tech, starting with the cancelation of <a href="https://www.smartkarma.com/entities/ant-financial-services-group" target="_blank" data-smartkarma-citation="entities:24240:1" rel="noopener">Ant Group (6688 HK)</a> IPO and now potentially to ask <a href="https://www.smartkarma.com/entities/tencent-holdings-ltd" target="_blank" data-smartkarma-citation="entities:26:1" rel="noopener">Tencent Holdings (700 HK)</a> and <a href="https://www.smartkarma.com/entities/alibaba-group" target="_blank" data-smartkarma-citation="entities:28434:1" rel="noopener">Alibaba Group (9988 HK)</a> to divest some of their investments. 
The smaller tech companies in China also have issues that their revenue growth rate has started to slow down considerably, therefore, reducing the potential to reach break-even unless they do a massive cost-cutting exercise. 
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/178/884/original/image_39996483941608095760408.png?1608095759" class="editor-image img-responsive" data-smartkarma-image-id="178884"></figure>
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source: Capital IQ
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If the Big Tech backer such as Tencent and Alibaba are told to reduce their holdings in the above shares, while the investees also do not much cash lying around in the balance sheet and trading at expensive valuation, there are two outcome possible - either a further capital raising that will send the shares multiples down or investors to start rotating into other sectors that also will send share price down. 
</div>

The tech break up is not happening soon but the regulators have been more vocal and active in penalizing the Big Tech companies. In the US, Facebook Inc A (FB US) was sued over monopoly concern and the EU has issued Digital Services Act that aims to create better chances for smaller developers to compete in the Apple and Google ecosystem. In China, the regulator has also been more stringent on the Big Tech, starting with the cancelation of Ant Group (6688 HK) IPO and now potentially to ask Tencent Holdings (700 HK) and Alibaba Group (9988 HK) to divest some of their investments. 
The smaller tech companies in China also have issues that their revenue growth rate has started to slow down considerably, therefore, reducing the potential to reach break-even unless they do a massive cost-cutting exercise. 


source: Capital IQ


If the Big Tech backer such as Tencent and Alibaba are told to reduce their holdings in the above shares, while the investees also do not much cash lying around in the balance sheet and trading at expensive valuation, there are two outcome possible - either a further capital raising that will send the shares multiples down or investors to start rotating into other sectors that also will send share price down. 


HK/China Equity Long-Short

Osbert Tang, CFA

Even with an extremely strong sales performance in this year, the excavator industry is still expecting promising outlook for 2021, with the projected sales growth ranging between 5% and 20%.  The positive tone of the industry should bode well for China's construction machinery sector in next year - <a href="https://www.smartkarma.com/entities/sany-heavy-industry-co-ltd" target="_blank" data-smartkarma-citation="entities:20183:1" rel="noopener">Sany Heavy Industry (600031 CH)</a>, <a href="https://www.smartkarma.com/entities/xcmg-construction-machin-a" target="_blank" data-smartkarma-citation="entities:426:1" rel="noopener">Xcmg Construction Machin A (000425 CH)</a>, <a href="https://www.smartkarma.com/entities/zoomlion-heavy-industry-h" target="_blank" data-smartkarma-citation="entities:7817:1" rel="noopener">Zoomlion Heavy Industry H (1157 HK)</a> and <a href="https://www.smartkarma.com/entities/lonking-holdings-ltd" target="_blank" data-smartkarma-citation="entities:3944:1" rel="noopener">Lonking Holdings (3339 HK)</a>.As for Nov, excavator sales growth sustained the powerful trend with a 68% YoY increase, driven partly by a recovery in export momentum. Wheel loader sales have moderated lightly to 7.4% in the month, but remained ahead of the 11M20 growth rate of 5.8%. We like Lonking's quality management and sound financial position. The stock now trades on attractive 4.8x PER, 0.81x P/B and 11.3% yield for FY20, with net cash amounting to 31% of its market cap.

Even with an extremely strong sales performance in this year, the excavator industry is still expecting promising outlook for 2021, with the projected sales growth ranging between 5% and 20%.  The positive tone of the industry should bode well for China's construction machinery sector in next year - Sany Heavy Industry (600031 CH), Xcmg Construction Machin A (000425 CH), Zoomlion Heavy Industry H (1157 HK) and Lonking Holdings (3339 HK).As for Nov, excavator sales growth sustained the powerful trend with a 68% YoY increase, driven partly by a recovery in export momentum. Wheel loader sales have moderated lightly to 7.4% in the month, but remained ahead of the 11M20 growth rate of 5.8%. We like Lonking's quality management and sound financial position. The stock now trades on attractive 4.8x PER, 0.81x P/B and 11.3% yield for FY20, with net cash amounting to 31% of its market cap.

China Construction Machinery: Industry Players Expressed Bullish Outlook for 2021

China

Zoomlion Heavy Industry Science and Technology Co., Ltd.manufactures and markets construction machinery.  The Company's products include concrete machinery, cranes, road machinery, drilling equipment, and other heavy construction equipment.  Zoomlion also produces environmental machinery and satellite navigation products.

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Zoomlion Heavy Industry S A (000157 CH)

TMI Snapshot: Machinery Sentiment at Pre-COVID High as Komtrax Data Shows Synchronized Global Surge

TMI's Machinery Sentiment Indicators are now back to pre-pandemic levels, while Komatsu's Friday release of Komtrax machinery utilization hours...

Elan Gore

Asia HY Monthly - 2020 In Review And 2021 Outlook - Lucror Analytics

This month, we review the developments of 2020, an extraordinary year from an investor’s perspective, and give our outlook for the year ahead. ...

Lucror Analytics

Asia HY Trade Book - December 2020 - Lucror Analytics

The Asia HY Trade Book for the month of December includes a summary of our recommendations, as well as our high-conviction ideas. The report also...

Lucror Analytics

Tech Sell-Off - Progress

Although the US and China are at so to say war, it is not too impossible that the Chinese and the US regulator will work together in order to curb...

Henry Soediarko

China Construction Machinery: Industry Players Expressed Bullish Outlook for 2021

Industry expectation of 5-20% growth in excavator sales in 2021 is bullish to China's construction machinery sector; and while not the largest...

Osbert Tang, CFA

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