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.

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

Materials, IPO & Equity Analyst

Venkat Ramana Nandyal

Uncompromised, Independent, Conflict-Free Research

Global Equity Research Ltd

Global Equity Research was started in 2017 by a group of experienced research professionals. It was founded on a passionate belief in the importance and the need for uncompromised, independent, conflict-free research. We aim to provide differentiated and actionable primary and bottom up fundamental research.

Equity Bottom-Up

<p><a href="https://www.smartkarma.com/entities/fortescue-metals-group-ltd" target="_blank" data-smartkarma-citation="entities:41:1" rel="noopener">Fortescue Metals (FMG AU)</a>, an Australian pure-play iron ore producer, has returned nearly 130%, whilst LSE listed <a href="https://www.smartkarma.com/entities/ferrexpo-plc" target="_blank" data-smartkarma-citation="entities:24163:1" rel="noopener">Ferrexpo Plc (FXPO LN)</a> is trading 25% lower YTD. These stocks have diverged from the Iron ore prices which have increased by only 20% YTD.    </p><p>More details below.</p>

Fortescue Metals (FMG AU), an Australian pure-play iron ore producer, has returned nearly 130%, whilst LSE listed Ferrexpo Plc (FXPO LN) is trading 25% lower YTD. These stocks have diverged from the Iron ore prices which have increased by only 20% YTD.    More details below.

Australian Material: FMG - Too Rich Compared to Its Peers?

South Africa

Kumba Iron Ore Limited mines for and produces iron ore.

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Kumba Iron Ore (KIO SJ)

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

TMI

Elan Gore

Australian Material: FMG - Too Rich Compared to Its Peers?

Fortescue Metals (FMG AU), an Australian pure-play iron ore producer, has returned nearly 130%, whilst LSE listed Ferrexpo Plc (FXPO LN) is trading...

Venkat Ramana Nandyal

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52-week Range

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