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>Following the November melt-up, we text-mine for clues on inventory restocking dynamics going into year-end</li>
<li>While references to a general inventory restocking in the global financial media are up nearly +4x STDEVs, our data suggests this is the second notable raw materials restocking wave since the recovery began, following a more robust restocking seen in August; nonetheless, the current phase is abnormal relative to typical year-end seasonality, highlighting much-anticipated pent-up demand</li>
<li>Our short-term broad commodity sentiment indicator hit +2x STDEVs, its highest reading since January, on 11/23; this followed a significant spike in China macro sentiment earlier in November, which was preceded by a multi-year record in our Copper sentiment indicator in the first half of the month</li>
<li>Current readings see continued positive sentiment momentum in palladium, copper, aluminum and crude, while negative sentiment persists in pulp, uranium and silver</li>
<li>Our sentiment picture for iron ore and steel has been obfuscated by Australia-China tensions, having turned neutral after readings of +3x STDEV and +1.8x STDEV in recent weeks; but our news attributions also identify reports of seasonally declining BF utilization and end demand in recent weeks</li>
<li>While raw materials-specific and short-cycle industrial restocking may pause in the next 6-8 weeks, the broader global finished goods restocking is likely to remain a supportive factor keeping commodities trading in tighter ranges relative to winter averages </li>
</ul><div class="content-highlight">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. </div>


Following the November melt-up, we text-mine for clues on inventory restocking dynamics going into year-end
While references to a general inventory restocking in the global financial media are up nearly +4x STDEVs, our data suggests this is the second notable raw materials restocking wave since the recovery began, following a more robust restocking seen in August; nonetheless, the current phase is abnormal relative to typical year-end seasonality, highlighting much-anticipated pent-up demand
Our short-term broad commodity sentiment indicator hit +2x STDEVs, its highest reading since January, on 11/23; this followed a significant spike in China macro sentiment earlier in November, which was preceded by a multi-year record in our Copper sentiment indicator in the first half of the month
Current readings see continued positive sentiment momentum in palladium, copper, aluminum and crude, while negative sentiment persists in pulp, uranium and silver
Our sentiment picture for iron ore and steel has been obfuscated by Australia-China tensions, having turned neutral after readings of +3x STDEV and +1.8x STDEV in recent weeks; but our news attributions also identify reports of seasonally declining BF utilization and end demand in recent weeks
While raw materials-specific and short-cycle industrial restocking may pause in the next 6-8 weeks, the broader global finished goods restocking is likely to remain a supportive factor keeping commodities trading in tighter ranges relative to winter averages 
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: December Commodity Sentiment - Restocking into Winter on Pent-Up Demand Expectations

Founder & CEO. Oil markets macro-analysis., Vanda Insights

Vandana Hari

Founder & CEO. Oil markets macro-analysis.

Vanda Insights

Vanda Insights is a Singapore-based boutique provider of intelligence on the global energy markets, launched in September 2016. The venture was born out of a desire to extract the signal from the noise in the complex and often volatile oil markets. Our succinct and clear macro analysis is relied upon by thousands of readers globally, including those doing business directly or indirectly in the physical commodity and derivatives markets; wealth managers; governments, regulatory bodies and think-tanks; as well as trade organizations and educational institutions.

Global Energy Markets

Commodities

Three Covid vaccine success stories catapulted crude to nearly nine-month highs on Wednesday, but the rally was losing steam by the end of the week. 
Covid infections, hospitalisations and deaths were hitting new highs in the US. Though the numbers were levelling off in Europe under strict lockdowns, the fresh waves have battered consumer confidence on either side of the Atlantic.  
If year-end holidays worsen the pandemic, oil demand as well as sentiment may take a hit.
We wouldn't worry about speculation that the latest surge in crude prices or fresh internal rumblings might derail the OPEC/non-OPEC alliance from staying the course on its production cuts when energy ministers meet early next week. We expect a cautious and patient approach to prevail, with an extension to the end of Q1 2021 at least. 
But that may not provide much fillip to crude prices, as the decision is all but baked in.

Three Covid vaccine success stories catapulted crude to nearly nine-month highs on Wednesday, but the rally was losing steam by the end of the week. 
Covid infections, hospitalisations and deaths were hitting new highs in the US. Though the numbers were levelling off in Europe under strict lockdowns, the fresh waves have battered consumer confidence on either side of the Atlantic.  
If year-end holidays worsen the pandemic, oil demand as well as sentiment may take a hit.
We wouldn't worry about speculation that the latest surge in crude prices or fresh internal rumblings might derail the OPEC/non-OPEC alliance from staying the course on its production cuts when energy ministers meet early next week. We expect a cautious and patient approach to prevail, with an extension to the end of Q1 2021 at least. 
But that may not provide much fillip to crude prices, as the decision is all but baked in.

Weekly Oil Views: Crude Jumps 30% on Vaccine Cheer but Not Immune to Pullback

A flurry of highly encouraging results from late-stage trials of Covid vaccines over the past fortnight sparked off a euphoric rally in risk assets and lifted crude prices to two-and-a-half-month highs.Unfortunately, the “finish line” for vaccine development is the starting point of a long, arduous journey to immunising a substantial proportion of the 7.8 billion people across the globe.Stock markets are fully pricing in an expected recovery in corporate revenues and profits. But the oil complex has to balance future optimism with the current physical markets, which may soon be teetering on the brink of oversupply.OPEC+ last week again signalled a willingness to forego its 1.9 million b/d supply boost scheduled for January 2021 but appeared to leave the door open for other options. Options it doesn't really have, unless it is willing to see Brent slipping below the $40 threshold.

A flurry of highly encouraging results from late-stage trials of Covid vaccines over the past fortnight sparked off a euphoric rally in risk assets and lifted crude prices to two-and-a-half-month highs.Unfortunately, the “finish line” for vaccine development is the starting point of a long, arduous journey to immunising a substantial proportion of the 7.8 billion people across the globe.Stock markets are fully pricing in an expected recovery in corporate revenues and profits. But the oil complex has to balance future optimism with the current physical markets, which may soon be teetering on the brink of oversupply.OPEC+ last week again signalled a willingness to forego its 1.9 million b/d supply boost scheduled for January 2021 but appeared to leave the door open for other options. Options it doesn't really have, unless it is willing to see Brent slipping below the $40 threshold.

Weekly Oil Views: Brent Eyes $45 on Vaccine Hope but Can't Ignore Current Realities

Crude took a few serious knocks in the US election week, mostly as uncertainty over the outcome grew, including raising the spectre of worst-case scenarios of a drawn-out political chaos and violence on the streets.
But news of Joe Biden's electoral win on Saturday had calmed the markets and shored up sentiment in the oil complex on Monday. Though President Donald Trump has not yet conceded, it may be only a matter of time; his legal challenges are not expected to reverse the outcome. 
We take a look at how a Biden administration may impact the oil sector at home and overseas. On balance, it is neither clearly bullish nor bearish and may take a while to play out. So, don't rush in with any bets yet.
Meanwhile, with the distraction of US elections (mostly) over, the oil market will return to a focus on fundamentals, which continue to look weak. But the OPEC/non-OPEC alliance may have a trick up its sleeve.

Crude took a few serious knocks in the US election week, mostly as uncertainty over the outcome grew, including raising the spectre of worst-case scenarios of a drawn-out political chaos and violence on the streets.
But news of Joe Biden's electoral win on Saturday had calmed the markets and shored up sentiment in the oil complex on Monday. Though President Donald Trump has not yet conceded, it may be only a matter of time; his legal challenges are not expected to reverse the outcome. 
We take a look at how a Biden administration may impact the oil sector at home and overseas. On balance, it is neither clearly bullish nor bearish and may take a while to play out. So, don't rush in with any bets yet.
Meanwhile, with the distraction of US elections (mostly) over, the oil market will return to a focus on fundamentals, which continue to look weak. But the OPEC/non-OPEC alliance may have a trick up its sleeve.

Biden Win Neutral for Oil for Now, Market Focus Back on Fundamentals

<ul>
<li>In last month's report we saw late-September USD strength contribute to softer base metals sentiment and a collapse in precious metals sentiment (amid reports of millennial preference for cryptocurrencies as an inflation hedge)</li>
<li>More recently, we saw copper sentiment surge to &gt;3x STDEVs, a multi-year record on our data, as financial media preoccupation with relative Chinese macro strength and strong EV demand met persistent newsflow on imminent labor-related supply disruptions in Chile; our back-testing suggests such anomalous sentiment readings normally lead to temporary pullbacks in the copper price</li>
<li>Gold &amp; silver sentiment fell further in October to levels last seen in April, but we see early signs of bottoming in gold; platinum sentiment improved on hydrogen economy news </li>
<li>Crude oil sentiment fell to its lowest since May, predictably attributed to the prospect of COVID-19 lockdowns spreading globally &amp; Libyan news</li>
<li>Iron ore sentiment has moved into positive territory in the final week of October, driven by 3 consecutive weeks of steel inventory draws in China and a notable rally in rebar prices</li>
<li>Despite deteriorating COVID-19 newsflow, crude weakness and USD strength, sentiment is positive on more commodities relative to late September, with supply disruptions and greater conviction on Chinese macro the key drivers</li>
</ul><div class="content-highlight">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. </div>


In last month's report we saw late-September USD strength contribute to softer base metals sentiment and a collapse in precious metals sentiment (amid reports of millennial preference for cryptocurrencies as an inflation hedge)
More recently, we saw copper sentiment surge to &gt;3x STDEVs, a multi-year record on our data, as financial media preoccupation with relative Chinese macro strength and strong EV demand met persistent newsflow on imminent labor-related supply disruptions in Chile; our back-testing suggests such anomalous sentiment readings normally lead to temporary pullbacks in the copper price
Gold &amp; silver sentiment fell further in October to levels last seen in April, but we see early signs of bottoming in gold; platinum sentiment improved on hydrogen economy news 
Crude oil sentiment fell to its lowest since May, predictably attributed to the prospect of COVID-19 lockdowns spreading globally &amp; Libyan news
Iron ore sentiment has moved into positive territory in the final week of October, driven by 3 consecutive weeks of steel inventory draws in China and a notable rally in rebar prices
Despite deteriorating COVID-19 newsflow, crude weakness and USD strength, sentiment is positive on more commodities relative to late September, with supply disruptions and greater conviction on Chinese macro the key drivers
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:  November Commodity Sentiment - Base Overshoots, Ferrous Improves, Gold Bottoming?

United States

Crude oil is a naturally occurring, unrefined petroleum product composed of hydrocarbon deposits and other organic materials. Crude oil can be refined to produce usable products such as gasoline, diesel and various forms of petrochemicals. It is a nonrenewable resource, also known as a fossil fuel, which means that it can't be replaced naturally at the rate we consume it and is therefore a limited resource.

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

Crude Oil (CL1 COM COMDTY)

TMI Indicators: December Commodity Sentiment - Restocking into Winter on Pent-Up Demand Expectations

We text-mine for clues on the current restocking, and believe the anticipation of pent-up demand is likely to keep the commodities trading in a...

Elan Gore

Weekly Oil Views: Crude Jumps 30% on Vaccine Cheer but Not Immune to Pullback

Crude prices surged last week to nearly 9-month highs. November, the month of 3 vaccine success stories, alone has produced a 30% spike. How has...

Vandana Hari

Weekly Oil Views: Brent Eyes $45 on Vaccine Hope but Can't Ignore Current Realities

Oil has priced in future optimism on the back of a handful of Covid vaccines approaching the finish line. But unlike equities, oil is grounded in...

Vandana Hari

Biden Win Neutral for Oil for Now, Market Focus Back on Fundamentals

A Biden win has bullish as well as bearish implications for oil. But they may balance out and take a while to play out. So hold your bets. For now,...

Vandana Hari

TMI Indicators: November Commodity Sentiment - Base Overshoots, Ferrous Improves, Gold Bottoming?

Our text-mined commodity sentiment indicators see an overshoot in copper sentiment, a notable turnaround in iron ore sentiment, and potential signs...

Elan Gore

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)