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>Back in November, we text-mined for GICS sector-level sentiment shifts as the post-election cyclical rotation arrived (see <a href="https://www.smartkarma.com/insights/tmi-snapshots-quantifying-relative-sector-sentiment-in-the-recent-rotation-via-text-mining" target="_blank" data-smartkarma-citation="insights:45278" rel="noopener">TMI Snapshots: Quantifying Relative Sector Sentiment in the Recent Rotation Via Text Mining</a>)</li>
<li>At the time, we saw Financials sector sentiment surge along with Materials, while Industrials sentiment remained subdued; these sentiment readings have been somewhat reflected in performance, as since October 31 the S&amp;P Financials (XLF) is up +28%, S&amp;P Materials (XLB) +21%, and S&amp;P Industrials (XLI) +18%</li>
<li>All cyclical sectors are now in positive territory sentiment-wise, with Consumer Discretionary and Financials sentiment now looking quite extended at multi-STDEV readings</li>
<li>Industrials sector sentiment stood out as relatively depressed for months, but is breaking out of its range in the last 10 days</li>
<li>As we noted in our post on cyclicals sentiment last week (<a href="https://www.smartkarma.com/insights/tmi-snapshot-cyclicals-sentiment-melts-up-into-year-end-impact-concentrated-in-materials-sector" target="_blank" data-smartkarma-citation="insights:46660" rel="noopener">TMI Snapshot:  Cyclicals Sentiment Melts Up into Year-End, Impact Concentrated in Materials Sector),</a> the rotation theme has been particularly strongly correlated to the Materials sector (metals in particular) and there is potentially room for laggard cyclicals - namely industrials - to catch up as recent sentiment readings imply </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>


Back in November, we text-mined for GICS sector-level sentiment shifts as the post-election cyclical rotation arrived (see TMI Snapshots: Quantifying Relative Sector Sentiment in the Recent Rotation Via Text Mining)
At the time, we saw Financials sector sentiment surge along with Materials, while Industrials sentiment remained subdued; these sentiment readings have been somewhat reflected in performance, as since October 31 the S&amp;P Financials (XLF) is up +28%, S&amp;P Materials (XLB) +21%, and S&amp;P Industrials (XLI) +18%
All cyclical sectors are now in positive territory sentiment-wise, with Consumer Discretionary and Financials sentiment now looking quite extended at multi-STDEV readings
Industrials sector sentiment stood out as relatively depressed for months, but is breaking out of its range in the last 10 days
As we noted in our post on cyclicals sentiment last week (TMI Snapshot:  Cyclicals Sentiment Melts Up into Year-End, Impact Concentrated in Materials Sector), the rotation theme has been particularly strongly correlated to the Materials sector (metals in particular) and there is potentially room for laggard cyclicals - namely industrials - to catch up as recent sentiment readings imply 
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:  Revisiting Cyclical Sector Sentiment - Industrials Showing Signs of Life

Chart based progressive global trading strategies, Chart Partners

Thomas Schroeder

Chart based progressive global trading strategies

Chart Partners

Chart Partners objective is to discover medium-term cycle turns and profit opportunities before they unfold, within structural trends while preserving capital with clear degrees of risk. We have real return ideas. 

Markets are dynamic and trading systems must reflect this. It is crucial to determine underlying correlations and lead-lag relationships within global markets and the impact on linked instruments. Our weekly Chartonics product gives you short-term trading strategies that can be applied within the medium and longer term macro trends that are mapped out in our strategy updates. 

Our methodology fuses global market variables and isolates drivers in trends. We specialize in FX, index trade in NY and Asia with a focus on Asian stocks. 

Technical Analysis

<p>WTI met the 44 long level and is now kissing the 48 near term target where we expect a pullback in risk that will see the oil rally stall and a time to take some profits in oil this week.</p><p>We are looking for a peak cycle in risk in mid-December for a pullback into late December where the bull sequence will resume.</p><p>Fresh buy levels in WTI outlined as well as the XLE outperform cycle with late December viewed as a buying opportunity.</p>

WTI met the 44 long level and is now kissing the 48 near term target where we expect a pullback in risk that will see the oil rally stall and a time to take some profits in oil this week.We are looking for a peak cycle in risk in mid-December for a pullback into late December where the bull sequence will resume.Fresh buy levels in WTI outlined as well as the XLE outperform cycle with late December viewed as a buying opportunity.

WTI Rally Target with Energy Picking up Slack

<ul>
<li>Data from ~30 million participants in the Chase credit card panel (US) has shown a pullback in spending in recent weeks</li>
<li>The pullback appears to be independent of mobility dynamics, as in-person shopping outperformed overall spending</li>
<li>We text-mine the media for first-person accounts of hardship to find an increase in reported layoffs &amp; reduced personal spending, but the magnitude of increase has been encouragingly small (&lt;1x STDEV) so far relative to readings seen in H1</li>
<li>As we highlighted in <a href="https://www.smartkarma.com/insights/tmi-snapshots-quantifying-relative-sector-sentiment-in-the-recent-rotation-via-text-mining" target="_blank" data-smartkarma-citation="insights:45278" rel="noopener">TMI Snapshots: Quantifying Relative Sector Sentiment in the Recent Rotation Via Text Mining</a>, the cyclical rotation is alive and well on mid-term vaccine-driven recovery expectations; but the potential for vol around year-end funding or seasonal dynamics may be amplified by these weak Q4 trends once they appear in official macro releases</li>
</ul>


Data from ~30 million participants in the Chase credit card panel (US) has shown a pullback in spending in recent weeks
The pullback appears to be independent of mobility dynamics, as in-person shopping outperformed overall spending
We text-mine the media for first-person accounts of hardship to find an increase in reported layoffs &amp; reduced personal spending, but the magnitude of increase has been encouragingly small (&lt;1x STDEV) so far relative to readings seen in H1
As we highlighted in TMI Snapshots: Quantifying Relative Sector Sentiment in the Recent Rotation Via Text Mining, the cyclical rotation is alive and well on mid-term vaccine-driven recovery expectations; but the potential for vol around year-end funding or seasonal dynamics may be amplified by these weak Q4 trends once they appear in official macro releases


TMI Snapshot: High-Freq US Spending Data Pullback Looks Independent of Mobility, But Is It Relevant?

<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>Last week we highlighted a downward shift in US inflation expectations, and our diffusion index of inflationary vs. deflationary expressions continues to soften (see <a href="https://www.smartkarma.com/insights/tmi-snapshot-cross-currents-in-the-us-rental-market-hint-at-pausing-inflation-expectations" target="_blank" data-smartkarma-citation="insights:43259" rel="noopener">TMI Snapshot:  Cross-Currents In The US Rental Market Hint At Pausing Inflation Expectations)</a>
</li>
<li>We believe this shift is largely responsible for unwelcome USD strength and recent pressures on precious metals as well as the overall commodity complex (as noted in <a href="https://www.smartkarma.com/insights/tmi-indicators-gold-sentiment-seeking-catalysts-following-latest-leg-up-on-us-benefit-expiration" target="_blank" data-smartkarma-citation="insights:43356" rel="noopener">TMI Indicators: Gold Sentiment Seeking Catalysts Following Latest Leg Up On US Benefit Expiration</a>)</li>
<li>While our inflation expectations note focused on emerging pressures in the US rental market and their impact on TIPS inflation breakevens, we must acknowledge that the psychology behind the emerging consensus inflationary mindset went into overdrive when extraordinary open-ended QE was perceived to be augmented by continued massive fiscal support and accelerated COVID-19 vaccine news flow</li>
<li>Our text mining sees an unprecedented spike in US political divisions coinciding with a sharp step down in fiscal stimulus expectations, as well as lowered expectations on the near-term availability of a COVID-19 vaccine</li>
<li>With two pillars of the emerging inflationary mindset now broken, the underlying narrative is seeing significant near-term challenges</li>
<li>As a potential post-election silver lining, our text mining sees a shift in perceptions of a Biden win from potentially disinflationary to inflationary (as Biden tax implications are now seen as less onerous and infrastructure investment potentially larger)</li>
<li>As long as uncertainty on post-election outcomes lingers, we suspect disinflationary pressures drive elevated vol, a stronger USD, continued pullback in precious metals &amp; the broader commodities complex, and a near-term shift away from the incipient cyclical/value rotations</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>


Last week we highlighted a downward shift in US inflation expectations, and our diffusion index of inflationary vs. deflationary expressions continues to soften (see TMI Snapshot:  Cross-Currents In The US Rental Market Hint At Pausing Inflation Expectations)

We believe this shift is largely responsible for unwelcome USD strength and recent pressures on precious metals as well as the overall commodity complex (as noted in TMI Indicators: Gold Sentiment Seeking Catalysts Following Latest Leg Up On US Benefit Expiration)
While our inflation expectations note focused on emerging pressures in the US rental market and their impact on TIPS inflation breakevens, we must acknowledge that the psychology behind the emerging consensus inflationary mindset went into overdrive when extraordinary open-ended QE was perceived to be augmented by continued massive fiscal support and accelerated COVID-19 vaccine news flow
Our text mining sees an unprecedented spike in US political divisions coinciding with a sharp step down in fiscal stimulus expectations, as well as lowered expectations on the near-term availability of a COVID-19 vaccine
With two pillars of the emerging inflationary mindset now broken, the underlying narrative is seeing significant near-term challenges
As a potential post-election silver lining, our text mining sees a shift in perceptions of a Biden win from potentially disinflationary to inflationary (as Biden tax implications are now seen as less onerous and infrastructure investment potentially larger)
As long as uncertainty on post-election outcomes lingers, we suspect disinflationary pressures drive elevated vol, a stronger USD, continued pullback in precious metals &amp; the broader commodities complex, and a near-term shift away from the incipient cyclical/value rotations
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 Snapshots:  More Signs Of Pressure on Inflation Expectations, USD Upside, And A Silver Lining

United States

Energy Select Sector SPDR Fund is an exchange-traded fund incorporated in the USA.  The ETF tracks the performance of the Energy Select Sector Index.  The ETF holds large-cap U.S. energy stocks. It invests in companies that  develop & produce crude oil & natural gas, provide drilling and other energy related services. The holdings are weighted by market capitalization.

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Energy Select Sector SPDR Fund (XLE US)

TMI Snapshot: Revisiting Cyclical Sector Sentiment - Industrials Showing Signs of Life

Revisiting our cyclical sector sentiment indicators, we find a breakout in Industrials sentiment coming from a relatively low base - time for...

Elan Gore

WTI Rally Target with Energy Picking up Slack

WTI is meeting the 48 target, we outlined fresh long support into late December as well as level to add to energy exposure (XLE) as the outperform...

Thomas Schroeder

TMI Snapshot: High-Freq US Spending Data Pullback Looks Independent of Mobility, But Is It Relevant?

Chase US card spending data has pulled back in recent weeks, and our own text-mined data has seen a mild increase in reported financial hardship. ...

Elan Gore

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 Snapshots: More Signs Of Pressure on Inflation Expectations, USD Upside, And A Silver Lining

Last week we highlighted

Elan Gore

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