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>Earlier this month, the term "vaccine hesitancy" saw record mentions across the media on concern of "staggeringly low" confidence in COVID-19 vaccines (as per President-Elect Biden in a December 3 CNN interview, for example)</li>
<li>Although official surveys still suggest uptake intentions are in the low-60%s, both survey data and our own sentiment data suggest these figures have been encouragingly moving in the right direction and continue to improve in the MTD, supporting prevailing consensus recovery views for 2021 predicated on the vaccine rollout</li>
<li>A potential concern on the issue of vaccine uptake is the emergence of a new COVID-19 variant in the UK and potential public perception of reduced vaccine effectiveness as a result of mutations; thus far public health officials have dismissed such notions, but questions are likely to linger until more conclusive data is available</li>
</ul>
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<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>


Earlier this month, the term "vaccine hesitancy" saw record mentions across the media on concern of "staggeringly low" confidence in COVID-19 vaccines (as per President-Elect Biden in a December 3 CNN interview, for example)
Although official surveys still suggest uptake intentions are in the low-60%s, both survey data and our own sentiment data suggest these figures have been encouragingly moving in the right direction and continue to improve in the MTD, supporting prevailing consensus recovery views for 2021 predicated on the vaccine rollout
A potential concern on the issue of vaccine uptake is the emergence of a new COVID-19 variant in the UK and potential public perception of reduced vaccine effectiveness as a result of mutations; thus far public health officials have dismissed such notions, but questions are likely to linger until more conclusive data is available


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:  Vaccine Hesitancy Stories Dominate the News, But Uptake Sentiment Is Improving

Technical Analyst, Vermilion Research

Joe Jasper

Technical Analyst

Technical and Quantitative Research

Vermilion Research

Vermilion’s objective is to deliver timely, actionable, and unique technical research to professional investors through the application of our various technical indicators.

Our research strategists seek to highlight securities which we believe are at major inflection points, based on our various technical and quantitative indicators, and offer asymmetric risk/return profiles. Our unique research methodology, centered on relative strength, enables our strategists to deliver superior investment recommendations.

Our process begins by organizing the universe of actively traded stocks into discrete sectors, then into industry groups. We then apply our technical and quantitative tools to identify developing price trends. Once attractive trends are identified within a selected sector or group, we screen for individual stocks which we believe offer the best risk/reward profile. We provide a historical perspective that often reveals, through our long-term charts, how price patterns often repeat themselves over time.

Technical Analysis

<p>Our outlook remains bullish and we continue to believe that the path of least resistance is higher for global equities. We see global equities as being in a goldilocks scenario where market dynamics and technicals are arguably 100% bullish. Of course, at some point this almost too good to be true scenario is likely to result in a pullback, but for now we see no signs of this rally letting up.  In our December International Strategy, we highlight areas of the market where we see actionable opportunities in Technology, Consumer Discretionary, Materials and Manufacturing.</p>

Our outlook remains bullish and we continue to believe that the path of least resistance is higher for global equities. We see global equities as being in a goldilocks scenario where market dynamics and technicals are arguably 100% bullish. Of course, at some point this almost too good to be true scenario is likely to result in a pullback, but for now we see no signs of this rally letting up.  In our December International Strategy, we highlight areas of the market where we see actionable opportunities in Technology, Consumer Discretionary, Materials and Manufacturing.

Global Equity Strategy: Bullish Outlook Intact

Cross-Asset Liquidity Strategist, CrossBorder Capital

Michael J. Howell

Cross-Asset Liquidity Strategist

Implementing Research Using Alt Data & AI

CrossBorder Capital

CrossBorder Capital is a London-based independent investment advisory firm. Founded in 1996, it exploits a gap in the investment arena by focusing on Central bank liquidity. 

It specialises in the monitoring and analysis of global liquidity flows - an important determinant of asset prices, from currencies through to bonds, equities and real estate.

CrossBorder Capital implements its investment strategy and currently manages over US$ 350m.


<div>• High levels of <strong>Global Liquidity</strong> and <strong>V-shaped</strong> Economic Rebound</div><div>• Economies, so far, <strong>rebounding faster</strong> than after 2008 GFC</div><div>• <strong>China</strong> has unusually not created much liquidity in 2020</div><div>• Latest evidence show a<strong>cceleration in Chinese Shadow Bank</strong> lending</div>

• High levels of Global Liquidity and V-shaped Economic Rebound• Economies, so far, rebounding faster than after 2008 GFC• China has unusually not created much liquidity in 2020• Latest evidence show acceleration in Chinese Shadow Bank lending

A Left-Field Thought: Will Rising Chinese Liquidity Trigger A World GDP Boom in 2021?

<ul>
<li>High levels of Global Liquidity likely to persist for 1-2 years</li>
<li>Equities well underpinned by Global Liquidity</li>
<li>Central Banks, notably US Fed, compelled so far to monetize debt</li>
<li>‘Baby bust’ will trigger accelerating collapse in savings ratios</li>
<li>China economic de-coupling will add to inflation shock</li>
</ul>


High levels of Global Liquidity likely to persist for 1-2 years
Equities well underpinned by Global Liquidity
Central Banks, notably US Fed, compelled so far to monetize debt
‘Baby bust’ will trigger accelerating collapse in savings ratios
China economic de-coupling will add to inflation shock


Will Global Liquidity Boom Again in 2021?

<ul>
<li>World economy is enjoying a <strong>V-shaped rebound</strong>
</li>
<li>Bond markets are flat-lining, but look <strong>vulnerable</strong> to a post-Election sell-off</li>
<li>
<strong>Asset allocators</strong> remain skewed towards ‘safe’ assets</li>
<li>World equities are under-priced relative to both the expanding pool of <strong>Global Liquidity</strong> and the rising stock of ‘safe’ assets</li>
</ul>


World economy is enjoying a V-shaped rebound

Bond markets are flat-lining, but look vulnerable to a post-Election sell-off

Asset allocators remain skewed towards ‘safe’ assets
World equities are under-priced relative to both the expanding pool of Global Liquidity and the rising stock of ‘safe’ assets


Equity Markets Ahead of The US Presidential Election

United States

The MSCI World Index is a free-float weighted equity index. It was developed with a base value of 100 as of December 31, 1969. MXWO includes developed world markets, and does not include emerging markets. MXWD includes both emerging and developed markets.

MSCI World Index (MXWO INDEX)

TMI Snapshot: Vaccine Hesitancy Stories Dominate the News, But Uptake Sentiment Is Improving

Despite elevated concerns on "vaccine hesitancy" in the media, we see sustained improvement in sentiment on COVID-19 vaccines in the MTD across a...

Elan Gore

Global Equity Strategy: Bullish Outlook Intact

Our outlook remains bullish and we continue to believe that the path of least resistance is higher for global equities. In this report, we...

Vermilion Research

A Left-Field Thought: Will Rising Chinese Liquidity Trigger A World GDP Boom in 2021?

By easing restrictions on shadow bank lending China is boosting liquidity. Shadow bank credit is accelerating rapidly once again. This will boost...

Michael J. Howell

Will Global Liquidity Boom Again in 2021?

Global Liquidity looks set to rise strongly again in 2021 to over US$170 trillion or nearly twice World GDP. All money that is anywhere must be...

Michael J. Howell

Equity Markets Ahead of The US Presidential Election

World Equities and the US Presidential Election: Set To Rally? We analyse recent drivers of stocks including Global Liquidity, investors' risk...

Michael J. Howell