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>While short-term data has been out of favour as the market envisions a post-vaccine supercycle, our text-mining detects greater relative concern on Korean in the financial media over KRW strength and COVID case counts in recent weeks</li>
<li>Japan, for example, saw similar concerns emerge on surging case counts, but news sentiment has been supported by the recent 40tr JPY stimulus package vs. limited Korean measures</li>
<li>KRW/USD's +10% move is equivalent +2x STDEVs, similar to the magnitude of CNY appreciation in the same period, vs. low single-digit moves in JPY and TWD</li>
<li>Consensus suggests foreign inflows associated with a strong KRW are likely to push the KOSPI higher even if exporter earnings (and exports) are hampered by the currency</li>
<li>While we acknowledge the macro impact of COVID resurgence is merely transitory, a key driver in our recent news attribution is the sharp decline in Korean credit card spending as reported by Shinhan for the second half of November</li>
<li>Less transitory is the KRW, and 801 Korean exporters recent polled by the Korea International Trade Association (KITA) suggested the currency is already beyond their pain threshold</li>
</ul><div class="content-highlight"><p>TMI Data Science utilizes Natural Language Processing to build custom leading indicators using unstructured data sourced from the global financial, trade &amp; traditional media. Our proprietary software text-mines 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 &amp; individual equities. </p></div>


While short-term data has been out of favour as the market envisions a post-vaccine supercycle, our text-mining detects greater relative concern on Korean in the financial media over KRW strength and COVID case counts in recent weeks
Japan, for example, saw similar concerns emerge on surging case counts, but news sentiment has been supported by the recent 40tr JPY stimulus package vs. limited Korean measures
KRW/USD's +10% move is equivalent +2x STDEVs, similar to the magnitude of CNY appreciation in the same period, vs. low single-digit moves in JPY and TWD
Consensus suggests foreign inflows associated with a strong KRW are likely to push the KOSPI higher even if exporter earnings (and exports) are hampered by the currency
While we acknowledge the macro impact of COVID resurgence is merely transitory, a key driver in our recent news attribution is the sharp decline in Korean credit card spending as reported by Shinhan for the second half of November
Less transitory is the KRW, and 801 Korean exporters recent polled by the Korea International Trade Association (KITA) suggested the currency is already beyond their pain threshold
TMI Data Science utilizes Natural Language Processing to build custom leading indicators using unstructured data sourced from the global financial, trade &amp; traditional media. Our proprietary software text-mines 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 &amp; individual equities. 

TMI Snapshot:  Text-Mining Detects Potential Pullback in Korea Sentiment on KRW Rally & COVID Surge

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

Brian Freitas

Pan-Asia Index Rebalances/ Events/ Delta One

Quantitative Analysis

<div><p>The Asia Short Interest weekly looks at moves in market wide short interest and highlights movements in stock specific short interest across Hong Kong, Japan, Korea and Taiwan using the last available data published by the relevant authorities.</p></div><div><p>Hong Kong saw shorts rise on <a href="https://www.smartkarma.com/entities/ping-an-insurance-grp-co-of-china-ltd" target="_blank" data-smartkarma-citation="entities:12880:1" rel="noopener">Ping An Insurance (H) (2318 HK)</a>, <a href="https://www.smartkarma.com/entities/meituan-dianping" target="_blank" data-smartkarma-citation="entities:26970:1" rel="noopener">Meituan (3690 HK)</a>, <a href="https://www.smartkarma.com/entities/xiaomi-corp" target="_blank" data-smartkarma-citation="entities:24409:1" rel="noopener">Xiaomi Corp (1810 HK)</a> and <a href="https://www.smartkarma.com/entities/anta-sports-products-ltd" target="_blank" data-smartkarma-citation="entities:10261:1" rel="noopener">Anta Sports Products (2020 HK)</a> while there was short covering on <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>, <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>, <a href="https://www.smartkarma.com/entities/sunac-china-holdings-ltd" target="_blank" data-smartkarma-citation="entities:240:1" rel="noopener">Sunac China Holdings (1918 HK)</a> and <a href="https://www.smartkarma.com/entities/hsbc-holdings-plc" target="_blank" data-smartkarma-citation="entities:516:1" rel="noopener">HSBC Holdings (5 HK)</a>. Shorts decreased in most sectors led by Communication Services, Financials, Industrials, Real Estate, Energy and Utilities.</p></div><div><p>In Japan, stocks that saw the most shorts were <a href="https://www.smartkarma.com/entities/ana-holdings-inc" target="_blank" data-smartkarma-citation="entities:5308:1" rel="noopener">Ana Holdings (9202 JP)</a>, <a href="https://www.smartkarma.com/entities/suzuki-motor-corp" target="_blank" data-smartkarma-citation="entities:732:1" rel="noopener">Suzuki Motor (7269 JP)</a>, <a href="https://www.smartkarma.com/entities/shionogi-co-ltd" target="_blank" data-smartkarma-citation="entities:19535:1" rel="noopener">Shionogi &amp; Co (4507 JP)</a> and <a href="https://www.smartkarma.com/entities/mitsubishi-ufj-financial-group" target="_blank" data-smartkarma-citation="entities:218:1" rel="noopener">Mitsubishi UFJ Financial (MUFG) (8306 JP)</a> while shorts decreased on <a href="https://www.smartkarma.com/entities/fast-retailing-co-ltd" target="_blank" data-smartkarma-citation="entities:751:1" rel="noopener">Fast Retailing (9983 JP)</a>, <a href="https://www.smartkarma.com/entities/tokyo-electron-ltd" target="_blank" data-smartkarma-citation="entities:280:1" rel="noopener">Tokyo Electron (8035 JP)</a>, <a href="https://www.smartkarma.com/entities/canon-inc" target="_blank" data-smartkarma-citation="entities:1:1" rel="noopener">Canon Inc (7751 JP)</a> and <a href="https://www.smartkarma.com/entities/tdk-corp" target="_blank" data-smartkarma-citation="entities:18847:1" rel="noopener">TDK Corp (6762 JP)</a>. Sectorally, shorts increased on Industrials, Health Care, Financials and Consumer Discretionary names.</p></div><div><p>In Korea, there was large short covering on <a href="https://www.smartkarma.com/entities/celltrion-inc" target="_blank" data-smartkarma-citation="entities:991:1" rel="noopener">Celltrion Inc (068270 KS)</a>, <a href="https://www.smartkarma.com/entities/samsung-biologics-co-ltd" target="_blank" data-smartkarma-citation="entities:22932:1" rel="noopener">Samsung Biologics Co., (207940 KS)</a>, <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> and <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>. </p></div><div><p>Stocks in Taiwan that saw the highest increase in shorts were <a href="https://www.smartkarma.com/entities/evergreen-marine-corp-ltd" target="_blank" data-smartkarma-citation="entities:15428:1" rel="noopener">Evergreen Marine Corp (2603 TT)</a>, <a href="https://www.smartkarma.com/entities/largan-precision-co-ltd" target="_blank" data-smartkarma-citation="entities:9126:1" rel="noopener">Largan Precision (3008 TT)</a>, <a href="https://www.smartkarma.com/entities/united-microelectronics-corp" target="_blank" data-smartkarma-citation="entities:6450:1" rel="noopener">United Microelectronics Corp (2303 TT)</a> and <a href="https://www.smartkarma.com/entities/compeq-manufacturing-co-ltd" target="_blank" data-smartkarma-citation="entities:9306:1" rel="noopener">Compeq Manufacturing (2313 TT)</a> while shorts were covered on <a href="https://www.smartkarma.com/entities/taiwan-semiconductor-manufacturing-company" target="_blank" data-smartkarma-citation="entities:11230:1" rel="noopener">TSMC (2330 TT)</a>, <a href="https://www.smartkarma.com/entities/winbond-electronics-corp" target="_blank" data-smartkarma-citation="entities:9177:1" rel="noopener">Winbond Electronics (2344 TT)</a>, <a href="https://www.smartkarma.com/entities/unimicron-technology-corp" target="_blank" data-smartkarma-citation="entities:18778:1" rel="noopener">Unimicron Technology (3037 TT)</a> and <a href="https://www.smartkarma.com/entities/nanya-technology-corp" target="_blank" data-smartkarma-citation="entities:3269:1" rel="noopener">Nanya Technology (2408 TT)</a>. </p></div>

The Asia Short Interest weekly looks at moves in market wide short interest and highlights movements in stock specific short interest across Hong Kong, Japan, Korea and Taiwan using the last available data published by the relevant authorities.Hong Kong saw shorts rise on Ping An Insurance (H) (2318 HK), Meituan (3690 HK), Xiaomi Corp (1810 HK) and Anta Sports Products (2020 HK) while there was short covering on Tencent Holdings (700 HK), China Construction Bank H (939 HK), Sunac China Holdings (1918 HK) and HSBC Holdings (5 HK). Shorts decreased in most sectors led by Communication Services, Financials, Industrials, Real Estate, Energy and Utilities.In Japan, stocks that saw the most shorts were Ana Holdings (9202 JP), Suzuki Motor (7269 JP), Shionogi &amp; Co (4507 JP) and Mitsubishi UFJ Financial (MUFG) (8306 JP) while shorts decreased on Fast Retailing (9983 JP), Tokyo Electron (8035 JP), Canon Inc (7751 JP) and TDK Corp (6762 JP). Sectorally, shorts increased on Industrials, Health Care, Financials and Consumer Discretionary names.In Korea, there was large short covering on Celltrion Inc (068270 KS), Samsung Biologics Co., (207940 KS), Samsung Electronics (005930 KS) and SK Hynix (000660 KS). Stocks in Taiwan that saw the highest increase in shorts were Evergreen Marine Corp (2603 TT), Largan Precision (3008 TT), United Microelectronics Corp (2303 TT) and Compeq Manufacturing (2313 TT) while shorts were covered on TSMC (2330 TT), Winbond Electronics (2344 TT), Unimicron Technology (3037 TT) and Nanya Technology (2408 TT). 

Asia Short Interest: BIG Covering in HK & Korea

Semiconductors, Memory and SSDs Specialist, Objective Analysis

Jim Handy

Semiconductors, Memory and SSDs Specialist

Objective Analysis

Objective Analysis offers third-party independent market research and data for the semiconductor industry and investors in the semiconductor industry.

Semiconductors, Memory and SSDs

Equity Bottom-Up

<p>Slowly the details have emerged about the SK hynix acquisition of Intel's NAND flash business, which is the bulk of Intel's Nonvolatile Systems Group (NSG).  This Smartkarma Insight shares recent details and explains why some may have been ill-conceived.</p>

Slowly the details have emerged about the SK hynix acquisition of Intel's NAND flash business, which is the bulk of Intel's Nonvolatile Systems Group (NSG).  This Smartkarma Insight shares recent details and explains why some may have been ill-conceived.

Details of SK Hynix Acquisition of Intel Flash Business

Thematic (Sector/Industry)

<p>The latest WSTS semiconductor forecast provides a glittering outlook, but the organization's history, and the long-term trend of the industry, cast important doubt on the WSTS outlook.  Most of the positive sentiment appears to stem from the strong current market for memory chips.</p>

The latest WSTS semiconductor forecast provides a glittering outlook, but the organization's history, and the long-term trend of the industry, cast important doubt on the WSTS outlook.  Most of the positive sentiment appears to stem from the strong current market for memory chips.

<p>The SIA announced WSTS monthly semiconductor sales statistics for October 2020.   Sales were 6% higher than October 2019 and 3.1% higher than the prior month.  While this looks like the beginning of a growth phase, it seems more likely that sales will drop back to trend in the near future.</p>

The SIA announced WSTS monthly semiconductor sales statistics for October 2020.   Sales were 6% higher than October 2019 and 3.1% higher than the prior month.  While this looks like the beginning of a growth phase, it seems more likely that sales will drop back to trend in the near future.

October Semiconductor Revenues Continue Upward Trend

South Korea

SK Hynix Inc. provides products and services for the electronic components industry. The Company manufactures semiconductors, such as dynamic random access memory (DRAM), NAND flash memory, and static random access memory (SRAM) chips.

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SK Hynix (000660 KS)

TMI Snapshot: Text-Mining Detects Potential Pullback in Korea Sentiment on KRW Rally & COVID Surge

Our text-mining detects a potential pullback in Korea macro sentiment on rapid KRW appreciation and the COVID surge impacting credit card spending,...

Elan Gore

Asia Short Interest: BIG Covering in HK & Korea

There was a big drop in short interest in Hong Kong and Korea while shorts rose in Japan mainly led by ANA on the back of the offering. Shorts in...

Brian Freitas

Details of SK Hynix Acquisition of Intel Flash Business

SK hynix has acquired Intel's flash business, but does it make sense? SK hynix' management's statements indicate a disquieting misunderstanding of...

Jim Handy

WSTS Forecast Update All Positive

WSTS announced a very bullish semiconductor forecast, but this Insight shows why the careful investor needs to understand how this forecast came to...

Jim Handy

October Semiconductor Revenues Continue Upward Trend

October semiconductor sales showed impressive growth. Will this acceleration continue? This post indicates that revenues are most likely to drop...

Jim Handy

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