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>We text mine the global financial media to quantify short-term dynamics in sector sentiment looking for expressions referring to specific GICS sectors (i.e. energy, materials, industrials, consumer discretionary, consumer staples, health care, financials, tech, utilities) via sentiment analysis of associated articles</li>
<li>Of the cyclical sectors, the relative surge in sentiment (vs. tech) has been most dramatic in Financials and Materials, and more measured in Energy and Industrials</li>
<li>We find that relative sentiment on cyclicals previously surged after the June and September VIX spikes; current relative sentiment readings for industrials, materials and energy are still below levels seen in the June and September episodes</li>
<li>On an absolute basis, Tech sector sentiment has corrected from +2.2x STDEVs to neutral in the past 2 weeks</li>
<li>Similarly, we recently saw declines in Health Care, Utilities and Staples sentiment to neutral/negative readings, though less dramatic than the move seen in Tech</li>
<li>Financials appear to be the only sector where sentiment has surged more than +2x STDEVs in recent weeks</li>
<li>Importantly, the most recent short-term reversal in cyclical sector sentiment clearly began in the final week of October, well ahead of the elections and Pfizer news</li>
</ul>


We text mine the global financial media to quantify short-term dynamics in sector sentiment looking for expressions referring to specific GICS sectors (i.e. energy, materials, industrials, consumer discretionary, consumer staples, health care, financials, tech, utilities) via sentiment analysis of associated articles
Of the cyclical sectors, the relative surge in sentiment (vs. tech) has been most dramatic in Financials and Materials, and more measured in Energy and Industrials
We find that relative sentiment on cyclicals previously surged after the June and September VIX spikes; current relative sentiment readings for industrials, materials and energy are still below levels seen in the June and September episodes
On an absolute basis, Tech sector sentiment has corrected from +2.2x STDEVs to neutral in the past 2 weeks
Similarly, we recently saw declines in Health Care, Utilities and Staples sentiment to neutral/negative readings, though less dramatic than the move seen in Tech
Financials appear to be the only sector where sentiment has surged more than +2x STDEVs in recent weeks
Importantly, the most recent short-term reversal in cyclical sector sentiment clearly began in the final week of October, well ahead of the elections and Pfizer news


TMI Snapshots: Quantifying Relative Sector Sentiment in the Recent Rotation Via Text Mining

<ul>
<li>As the street warms up to a potential Biden victory, arguments for improving equity breadth and cyclical rotation are starting to emerge again</li>
<li>Financial media references to a cyclical rotation saw a multi-STDEV spike in June, which coincided with a significant and notably enduring lift in the ratios of US industrials-to-staples and transports-to-staples </li>
<li>Our testing highlights the US transports-to-staples ratio as the most correlated with the cyclical rotation theme, but we see similar action in the copper/gold ratio and EM currencies</li>
<li>In the past 10 days, our text-mined data shows an incipient pro-cyclical move, but its momentum has yet to fully turn net-positive</li>
<li>Calls for a cyclical rotation softened through the September correction, COVID-19 second wave fears and more recent fiscal stimulus uncertainty; but the cyclical/defensive sector ratios endured as the structural reframing of a Biden presidency as an inflation-positive outcome went mainstream</li>
<li>While historically "cyclical rotation" and "value rotation" were strongly correlated, we have seen a decoupling in these themes due to the heavy burden of the COVID-19 crisis on financials and energy</li>
<li>Economists have pointed to the increased likelihood of a vaccine in H1 as a driver of recent bullishness and inflationary optimism, but observations from text mining and from the Superforecaster survey (Good Judgement Project) do not suggest new positives here</li>
<li>Predictably, at this stage of post-pandemic recovery the focus of cyclical rotation is on industrials and materials (particularly mining &amp; construction materials), with a Biden win implying elevated infrastructure spend</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>


As the street warms up to a potential Biden victory, arguments for improving equity breadth and cyclical rotation are starting to emerge again
Financial media references to a cyclical rotation saw a multi-STDEV spike in June, which coincided with a significant and notably enduring lift in the ratios of US industrials-to-staples and transports-to-staples 
Our testing highlights the US transports-to-staples ratio as the most correlated with the cyclical rotation theme, but we see similar action in the copper/gold ratio and EM currencies
In the past 10 days, our text-mined data shows an incipient pro-cyclical move, but its momentum has yet to fully turn net-positive
Calls for a cyclical rotation softened through the September correction, COVID-19 second wave fears and more recent fiscal stimulus uncertainty; but the cyclical/defensive sector ratios endured as the structural reframing of a Biden presidency as an inflation-positive outcome went mainstream
While historically "cyclical rotation" and "value rotation" were strongly correlated, we have seen a decoupling in these themes due to the heavy burden of the COVID-19 crisis on financials and energy
Economists have pointed to the increased likelihood of a vaccine in H1 as a driver of recent bullishness and inflationary optimism, but observations from text mining and from the Superforecaster survey (Good Judgement Project) do not suggest new positives here
Predictably, at this stage of post-pandemic recovery the focus of cyclical rotation is on industrials and materials (particularly mining &amp; construction materials), with a Biden win implying elevated infrastructure spend
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 Thematics: Cyclical Rotation Through The Lens of Text Mining

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 view remains bullish as long as the S&amp;P 500 is above the 2940-2980 support zone and we suggest buying any dips. Additionally, 3076 is a short-term support level to watch on the S&amp;P 500; if 3076 holds it would be further confirmation that the bulls are still in charge. In today’s report we highlight attractive Groups and stocks within Technology: Semiconductors, Mid-Cap, Semiconductor Equip., Large/Mid-Cap, Software, Data Analysis &amp; Solutions, Software, E-Commerce.</p>

Our view remains bullish as long as the S&amp;P 500 is above the 2940-2980 support zone and we suggest buying any dips. Additionally, 3076 is a short-term support level to watch on the S&amp;P 500; if 3076 holds it would be further confirmation that the bulls are still in charge. In today’s report we highlight attractive Groups and stocks within Technology: Semiconductors, Mid-Cap, Semiconductor Equip., Large/Mid-Cap, Software, Data Analysis &amp; Solutions, Software, E-Commerce.

U.S. Equity Strategy: S&P 500 A Coiled Spring

<p>As bullish developments pile up, the weight-of-the-evidence continues to support our belief that we may be in the early stages of a broad-based advance. There are some developments that leave us wanting more, but we are inching toward an outright bullish outlook. In today’s report we outline our U.S. investment thesis, and highlight attractive Groups and stocks within Health Care, Materials, and Manufacturing: Biotech, Large-Cap, Aluminum, Chemicals, Diversified, and Fluid Technology &amp; Power.</p>

As bullish developments pile up, the weight-of-the-evidence continues to support our belief that we may be in the early stages of a broad-based advance. There are some developments that leave us wanting more, but we are inching toward an outright bullish outlook. In today’s report we outline our U.S. investment thesis, and highlight attractive Groups and stocks within Health Care, Materials, and Manufacturing: Biotech, Large-Cap, Aluminum, Chemicals, Diversified, and Fluid Technology &amp; Power.

U.S. Equity Strategy: Small-Caps Testing Critical Resistance; Downgrading Communications

<p>We have noted several times throughout August that key support levels were being tested for global equities, and while there has yet to be a decisive breakdown, as time has passed there has been new negative developments which lead us to be even more cautious. This past Friday’s test of support is no different, and we believe the market is more vulnerable to a breakdown than it has been at any other point this year. In this report we highlight the new concerning developments which lead us to believe the market remains vulnerable to a breakdown. On a more positive note, we also highlight attractive Groups and stocks within homebuilders, storage REITs, and large- and small-cap Western Hemisphere gold miners</p>

We have noted several times throughout August that key support levels were being tested for global equities, and while there has yet to be a decisive breakdown, as time has passed there has been new negative developments which lead us to be even more cautious. This past Friday’s test of support is no different, and we believe the market is more vulnerable to a breakdown than it has been at any other point this year. In this report we highlight the new concerning developments which lead us to believe the market remains vulnerable to a breakdown. On a more positive note, we also highlight attractive Groups and stocks within homebuilders, storage REITs, and large- and small-cap Western Hemisphere gold miners

U.S. Equity Strategy: Caution Remains Warranted

United States

Consumer Staples Select Sector SPDR Fund is an exchange-traded fund incorporated in the USA. The ETF tracks The Consumer Staples Select Sector Index. The ETF holds large cap consumer staples stocks. Its holdings include cosmetic and personal care, pharmaceuticals, soft drinks, tobacco and food products. The ETF weights the holdings using a market capitalization methodology

Consumer Staples Select Sector SPDR Fund (XLP US)

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Consumer Staples Select Sector SPDR Fund (XLP US)

TMI Snapshots: Quantifying Relative Sector Sentiment in the Recent Rotation Via Text Mining

We quantify recent sector sentiment dynamics through the lens of text mining. The current cyclical rotation is in its early innings, as relative...

Elan Gore

TMI Thematics: Cyclical Rotation Through The Lens of Text Mining

As the equity melt-up sees renewed "cyclical rotation" calls, we text-mine the global financial media to find early signs of recovery in the theme...

Elan Gore

U.S. Equity Strategy: S&P 500 A Coiled Spring

Our view remains bullish as long as the S&P 500 is above the 2940-2980 support zone and we suggest buying any dips. Additionally, 3076 is a...

Vermilion Research

U.S. Equity Strategy: Small-Caps Testing Critical Resistance; Downgrading Communications

As bullish developments pile up, the weight-of-the-evidence continues to support our belief that we may be in the early stages of a broad-based...

Vermilion Research

U.S. Equity Strategy: Caution Remains Warranted

We have noted several times throughout August that key support levels were being tested for global equities, and while there has yet to be a...

Vermilion Research

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)