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 run sentiment analysis around Rio Tinto's Juukan Gorge heritage site crisis, text-mining for ESG-related sentiment since news of ethically-challenged practices at RIO broke out</li>
<li>In early June, Rio Tinto revealed it had blasted a 46,000-year-old sacred aboriginal site, sparking widespread controversy and resulting in a management shakeout and parliamentary enquiry</li>
<li>Perceived as an ESG disaster, Rio Tinto continues to underperform FMG and the MSCI Global Metals &amp; Mining Index, though its performance gap with BHP closed in September following executive resignations</li>
<li>Fortescue's performance appears to have been unaffected by the Juukan Gorge crisis, but our sentiment analysis and news attributions see gathering clouds as FMG is recently linked to significant negative stewardship headlines</li>
<li>Our daily RIO ESG sentiment time series has been 74% correlated with RIO performance since May 31 with a 7-day lead</li>
<li>Though entirely dependent on the quality and volume of news flow, NLP-based sentiment analysis can help identify and attribute decoupling between equity performance and newsflow tone, as well as challenge confirmation biases, taking into account the rapid pace of news decay</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>


We run sentiment analysis around Rio Tinto's Juukan Gorge heritage site crisis, text-mining for ESG-related sentiment since news of ethically-challenged practices at RIO broke out
In early June, Rio Tinto revealed it had blasted a 46,000-year-old sacred aboriginal site, sparking widespread controversy and resulting in a management shakeout and parliamentary enquiry
Perceived as an ESG disaster, Rio Tinto continues to underperform FMG and the MSCI Global Metals &amp; Mining Index, though its performance gap with BHP closed in September following executive resignations
Fortescue's performance appears to have been unaffected by the Juukan Gorge crisis, but our sentiment analysis and news attributions see gathering clouds as FMG is recently linked to significant negative stewardship headlines
Our daily RIO ESG sentiment time series has been 74% correlated with RIO performance since May 31 with a 7-day lead
Though entirely dependent on the quality and volume of news flow, NLP-based sentiment analysis can help identify and attribute decoupling between equity performance and newsflow tone, as well as challenge confirmation biases, taking into account the rapid pace of news decay
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:  After Juukan Gorge, Rio Tinto Sentiment Stabilizes.  Reckoning Time For FMG?

Quantitative Analysis

<ul>
<li>TMI's short-term iron ore sentiment indicator has turned negative while steel sentiment holds up; a divergence of this magnitude hasn't been observed since 2018</li>
<li>This dynamic appears to be driven by recent Chinese steel shutdowns on environmental grounds, which the market perceives as aimed at cooling the iron ore price more so than the typical "anti-pollution" measures</li>
<li>Text mining shows a recent +2x STDEV increase in Chinese media mentions of steel in an environmental context, seen as supportive for steel prices but potentially negative for iron ore</li>
<li>More alarmingly, we are seeing a +2x STDEV spike in discussion of iron ore in a policy context, as Chinese authorities appear to be more attuned to CISA's complaint that foreign iron ore miners are disproportionately benefiting from the recovery while Chinese steelmakers suffer</li>
<li>Although underlying activity levels remain strong, the combination of punitive policies and an improving supply picture suggests tightness in iron ore may have peaked</li>
</ul><section><div id="ember4041"><div><div><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></div></div></div></section>


TMI's short-term iron ore sentiment indicator has turned negative while steel sentiment holds up; a divergence of this magnitude hasn't been observed since 2018
This dynamic appears to be driven by recent Chinese steel shutdowns on environmental grounds, which the market perceives as aimed at cooling the iron ore price more so than the typical "anti-pollution" measures
Text mining shows a recent +2x STDEV increase in Chinese media mentions of steel in an environmental context, seen as supportive for steel prices but potentially negative for iron ore
More alarmingly, we are seeing a +2x STDEV spike in discussion of iron ore in a policy context, as Chinese authorities appear to be more attuned to CISA's complaint that foreign iron ore miners are disproportionately benefiting from the recovery while Chinese steelmakers suffer
Although underlying activity levels remain strong, the combination of punitive policies and an improving supply picture suggests tightness in iron ore may have peaked
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 Indicators: Iron Ore Sentiment Deteriorates As Increased Policy Focus Drives Greater Caution

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

MSCI Emerging Markets Index / Technical Analysis

<p>The MSCI EM index (local currency) remains in an uptrend and is testing all-time highs set in January 2018 near 65,800; as long as the index is above 60,000 we are constructive from a price perspective.  China (<strong>CSI 300, MSCI China</strong>) continues to offer many attractive setups and accounts for the vast majority of today’s recommendations. Taiwan (<strong>TAIEX</strong>) continues to be worthy of an overweight within the EM universe, while South Korea (<strong>KOSPI</strong>) and India (<strong>SENSEX</strong>) display improving price and RS trends -- add exposure.</p>

The MSCI EM index (local currency) remains in an uptrend and is testing all-time highs set in January 2018 near 65,800; as long as the index is above 60,000 we are constructive from a price perspective.  China (CSI 300, MSCI China) continues to offer many attractive setups and accounts for the vast majority of today’s recommendations. Taiwan (TAIEX) continues to be worthy of an overweight within the EM universe, while South Korea (KOSPI) and India (SENSEX) display improving price and RS trends -- add exposure.

<p>Our outlook remains bullish and we continue to believe that the path of least resistance remains higher for global equities (MSCI ACWI). As long as the MSCI ACWI (ACWI-US), ACWI ex-US (ACWX-US), EM (EEM-US), and EAFE (EFA-US) are above their respective intermediate-term support levels we believe a positive outlook is warranted. Support levels to watch include $75 on ACWI-US, $44 on ACWX-US, $41 on EEM-US, and $60 on EFA-US. We recap significant technical levels across major markets and highlight specific opportunities within the Technology and Materials Sectors.</p>

Our outlook remains bullish and we continue to believe that the path of least resistance remains higher for global equities (MSCI ACWI). As long as the MSCI ACWI (ACWI-US), ACWI ex-US (ACWX-US), EM (EEM-US), and EAFE (EFA-US) are above their respective intermediate-term support levels we believe a positive outlook is warranted. Support levels to watch include $75 on ACWI-US, $44 on ACWX-US, $41 on EEM-US, and $60 on EFA-US. We recap significant technical levels across major markets and highlight specific opportunities within the Technology and Materials Sectors.

Global Equity Strategy: Bullish Outlook Intact

Equity, Bottom-up Analyst, Investics Research

Sameer Taneja

Equity, Bottom-up Analyst

Investics Research

It is important to note that the information provided by Investics Research is based on publicly available data and own knowledge, which has been gathered and analyzed from a variety of sources. While every effort has been made to ensure the accuracy and completeness of the information provided, it is not guaranteed to be free from errors or omissions. All forecasts and estimates are based on information that has been obtained from public sources that are considered to be reliable. The sources include but are not limited to, company announcements, exchange filings, presentations, etc. Investics does not guarantee the accuracy and completeness of the forecasts, estimates, and/or other information.

Equity Bottom-up Research

Thematic (Sector/Industry)

<p><strong>Demand</strong></p>
<ol>
<li>China Manufacturing PMI: Manufacturing PMI data from China continues to be healthy after posting a dip in February due to COVID. June data came in at 50.9 and showed sequential improvement over May’s 50.6.</li>
<li>
<p>Fundamental data points from China continue to show strength. Auto demand is likely to be up 4-5% YoY in June, and CRIC (China Real Estate Information Corporation) data shows property sales are up 14% YoY in June for the top 200 developers. Data for Jan-June FY20 has inflected into positive territory at 1% YTD.</p>
</li>
</ol>
<p><strong>Supply</strong></p>
<ol>
<li>
<p>Supply issues from Brazil in June were not as bad as initially feared. Brazil shipped out 30 million tons in June, recording a 1% YoY growth.</p>
</li>
<li>
<p>Inventory at the ports in China rose for the first time in three months.</p>
</li>
</ol>

Demand

China Manufacturing PMI: Manufacturing PMI data from China continues to be healthy after posting a dip in February due to COVID. June data came in at 50.9 and showed sequential improvement over May’s 50.6.

Fundamental data points from China continue to show strength. Auto demand is likely to be up 4-5% YoY in June, and CRIC (China Real Estate Information Corporation) data shows property sales are up 14% YoY in June for the top 200 developers. Data for Jan-June FY20 has inflected into positive territory at 1% YTD.


Supply


Supply issues from Brazil in June were not as bad as initially feared. Brazil shipped out 30 million tons in June, recording a 1% YoY growth.


Inventory at the ports in China rose for the first time in three months.



Core Correlations: Iron Ore Research Weekly - July 6th, 2020

Brazil

Vale S.A. produces and sells iron ore, pellets, manganese, alloys, gold, nickel, copper, kaolin, bauxite, alumina, aluminum, and potash. The Company is based in Brazil, where it owns and operates railroads and maritime terminals.

Price Gauge
52-week Range	0.00 - 0.00
Market Cap (USDm)	0.00
P/E	0.00
Dividend (Yield)	0.00

Vale (VALE US)

TMI Snapshot: After Juukan Gorge, Rio Tinto Sentiment Stabilizes. Reckoning Time For FMG?

We text mined for ESG-related coverage of Rio Tinto to find that sentiment (74% correlated with the equity) has stabilized since the Juukan Gorge...

Elan Gore

TMI Indicators: Iron Ore Sentiment Deteriorates As Increased Policy Focus Drives Greater Caution

TMI

Elan Gore

Remain Overweight EM Relative To EAFE

The MSCI EM index (local currency) remains in an uptrend and is testing all-time highs set in January 2018 near 65,800; as long as the index is...

Vermilion Research

Global Equity Strategy: Bullish Outlook Intact

Our outlook remains bullish and we continue to believe that the path of least resistance remains higher for global equities (MSCI ACWI). As long as...

Vermilion Research

Core Correlations: Iron Ore Research Weekly - July 6th, 2020

Demand China Manufacturing PMI: Manufacturing PMI data from China continues to be healthy after posting a dip in February due to COVID. June data...

Sameer Taneja

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)