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>Last month our text-mined indicators pointed to a year-end surge in raw materials restocking coupled with an extraordinary spike in general reporting on price increases globally</li>
<li>With a seasonal slowdown ahead of the Lunar New Year holiday and mobility restrictions, the restocking has faded; buildups in iron ore, steel and zinc inventories confirm a pause in momentum</li>
<li>Despite crowded positioning, copper maintained low beta to mining equities with a single-digit correction vs. the equities correcting closer to -10%; so far both remain near 50DMAs</li>
<li>Our text-mined copper sentiment indicator peaked at a multi-year high of +4.2x STDEVs on January 2, pulling back in recent weeks closer to neutral readings; however sharp, attribution finds the pullback is still primarily associated with pre-LNY seasonal slowdown and the relatively firm USD (as conviction levels on structural copper tightness remain high amid lean inventories)</li>
<li>Lithium sentiment stands out in the YTD, improving to +2x STDEVs on the lithium carbonate spot recovery and improving EV data points</li>
<li>Iron ore and steel diffusion indices have been dropping sharply in the YTD on falling utilization, building inventories and compressing mill margins, finally down to outright negative territory on first signs of vol in iron ore this week</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 tool 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 month our text-mined indicators pointed to a year-end surge in raw materials restocking coupled with an extraordinary spike in general reporting on price increases globally
With a seasonal slowdown ahead of the Lunar New Year holiday and mobility restrictions, the restocking has faded; buildups in iron ore, steel and zinc inventories confirm a pause in momentum
Despite crowded positioning, copper maintained low beta to mining equities with a single-digit correction vs. the equities correcting closer to -10%; so far both remain near 50DMAs
Our text-mined copper sentiment indicator peaked at a multi-year high of +4.2x STDEVs on January 2, pulling back in recent weeks closer to neutral readings; however sharp, attribution finds the pullback is still primarily associated with pre-LNY seasonal slowdown and the relatively firm USD (as conviction levels on structural copper tightness remain high amid lean inventories)
Lithium sentiment stands out in the YTD, improving to +2x STDEVs on the lithium carbonate spot recovery and improving EV data points
Iron ore and steel diffusion indices have been dropping sharply in the YTD on falling utilization, building inventories and compressing mill margins, finally down to outright negative territory on first signs of vol in iron ore this week
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 tool 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:  Metals Points - Restocking Pauses, Copper Sentiment Pulls Back from Extremes

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>Jitters over today’s Georgia Senate runoff elections led to mild weakness on the first trading day of the year. As we explain below, this appears to be just a blip on the radar and our bullish outlook remains intact. We continue to view any weakness as a buying opportunity. In today’s report we highlight attractive Groups and stocks within Consumer Discretionary and Materials: Casinos &amp; Gaming, Large-Cap, Copper, Gold, Western Hemisphere, Large-Cap, and Silver, Platinum.</p>

Jitters over today’s Georgia Senate runoff elections led to mild weakness on the first trading day of the year. As we explain below, this appears to be just a blip on the radar and our bullish outlook remains intact. We continue to view any weakness as a buying opportunity. In today’s report we highlight attractive Groups and stocks within Consumer Discretionary and Materials: Casinos &amp; Gaming, Large-Cap, Copper, Gold, Western Hemisphere, Large-Cap, and Silver, Platinum.

U.S. Equity Strategy: Bullish Outlook Intact

Asset Allocation & Fund Positioning, Copley Fund Research

Steven Holden

Asset Allocation & Fund Positioning

Copley Fund Research

Copley Fund Research provide research and data on asset allocation among Global and Emerging Market equity funds.  The analysis details absolute and relative positioning across countries, sectors and industries together with highly granular data on single stock and single fund allocations.  The data is updated monthly with time series going back to January 2011.

Global Research - Analysis of 165 prominent Global equity funds, combined AUM $335bn
GEM Research - Analysis of 127 prominent global EM equity funds, combined AUM $250bn

Asset Allocation - Global and GEM Equity

Equity Bottom-Up

<p>In this analysis, we screen for stocks in the Global universe that are showing signs of a turnaround.  We first look for depressed stocks, those that have fallen from high ownership levels to low ownership levels over the past decade.  We then look for stocks seeing positive momentum over the last 6-months.  A total of just 6 stocks satisfy our screening criteria, led by <a href="https://www.smartkarma.com/entities/freeport-mcmoran-inc" target="_blank" data-smartkarma-citation="entities:12491:1" rel="noopener">Freeport Mcmoran (FCX US)</a> and <a href="https://www.smartkarma.com/entities/ubs-group-ag-e82c0d58-83f2-4e12-bcb6-976202a4e200" target="_blank" data-smartkarma-citation="entities:27909:1" rel="noopener">UBS Group AG (UBSG SW)</a> <br><br><em>Analysis taken from our Global research, covering 386 active global equity funds with AUM of $850bn.</em></p>

In this analysis, we screen for stocks in the Global universe that are showing signs of a turnaround.  We first look for depressed stocks, those that have fallen from high ownership levels to low ownership levels over the past decade.  We then look for stocks seeing positive momentum over the last 6-months.  A total of just 6 stocks satisfy our screening criteria, led by Freeport Mcmoran (FCX US) and UBS Group AG (UBSG SW)   Analysis taken from our Global research, covering 386 active global equity funds with AUM of $850bn.

ASEAN Insight Provider, CrossASEAN Research

Angus Mackintosh

ASEAN Insight Provider

CrossASEAN Research

At CrossASEAN Research we strive to produce unbiased and differentiated on the ground insights on companies across South East Asia. Our Research is produced for the most part after face to face meetings and conversations with company management to dig deep into the long term vision and strategy of the companies we cover. We seek to deliver investable and actionable themes on sectors and markets across SE Asia, often in collaboration with other Insight Providers across the region, pooling the vast experience of the analysts within the Smartkarma Ecosystem. We also offer bespoke work and tailor made trips for our clients. 

Insights across South East Asia

<div class="content-highlight">
<p>The week that was in <a href="mailto:ASEAN@Smartkarma" target="_blank" rel="noopener">ASEAN@Smartkarma</a> is filled with another eclectic mix of differentiated, substantive, and actionable insights from across South East Asia and includes macro, top-down and thematic pieces, as well as actionable equity bottom-up and credit insights over the past week.</p>
<p>We add below a NEW section, which includes emerging themes in ASEAN and selects important news flow or developments for commentary, which may impact SE Asian companies and markets.  </p>
</div><h3>Macro Insights</h3><p>In <a href="https://www.smartkarma.com/insights/agong-asserts-himself-preventing-change-of-pm-but-disallowing-emergency-rule" target="_blank" data-smartkarma-citation="insights:44572" rel="noopener">Agong Asserts Himself, Preventing Change of PM but Disallowing Emergency Rule,</a> CrossASEAN Chief Economist <a href="https://www.smartkarma.com/profiles/prasenjit-k-basu" target="_blank" data-smartkarma-citation="accounts:612" rel="noopener">Prasenjit K. Basu</a> comments on the ongoing political upheaval in Malaysia. </p><p>In <a href="https://www.smartkarma.com/insights/trouble-down-south-it-s-not-just-the-virus" target="_blank" data-smartkarma-citation="insights:44698" rel="noopener">Trouble Down South: It's Not Just the Virus,</a><a href="https://www.smartkarma.com/profiles/dr-jim-walker" target="_blank" data-smartkarma-citation="accounts:1628" rel="noopener">Dr. Jim Walker</a> gives his prescriptions on why South East Asia has been such a poor performer this year. </p><p>In <a href="https://www.smartkarma.com/insights/thai-strategy-2021-part-1-key-themes" target="_blank" data-smartkarma-citation="insights:40842" rel="noopener">Thai Strategy 2021 (Part 1): Key Themes,</a> out Thai guru <a href="https://www.smartkarma.com/profiles/athaporn-arayasantiparb-cfa" target="_blank" data-smartkarma-citation="accounts:766" rel="noopener">Athaporn Arayasantiparb, CFA</a> lays out his thoughts for the outlook for the Thai market next year. </p><h3>Equity Bottom-Up Insights</h3><p>In his Indonesian Insight, <a href="https://www.smartkarma.com/insights/matahari-department-store-lppf-ij-too-early-to-be-early" target="_blank" data-smartkarma-citation="insights:44460" rel="noopener">Matahari Department Store (LPPF IJ) - Too Early to Be Early,</a> Cross ASEAN Insight Provider <a href="https://www.smartkarma.com/profiles/angus-mackintosh" target="_blank" data-smartkarma-citation="accounts:937" rel="noopener">Angus Mackintosh</a> circles back to the country's largest department store operator post its recent results. </p><p>In <a href="https://www.smartkarma.com/insights/akr-corporindo-akra-ij-great-omnibus-expectations" target="_blank" data-smartkarma-citation="insights:44611" rel="noopener">AKR Corporindo (AKRA IJ) - Great Omnibus Expectations,</a> CrossASEAN insight provider <a href="https://www.smartkarma.com/profiles/angus-mackintosh" target="_blank" rel="noopener">Angus Mackintosh</a> revisits <a href="https://www.smartkarma.com/entities/akr-corporindo-tbk-pt" target="_blank" rel="noopener">AKR Corporindo (AKRA IJ)</a> after its recent 3Q2020 results that continued to demonstrate its resilience, with an across the board improvement in margins, despite a decline in sales.</p><p>In a Malaysian Insight, <a href="https://www.smartkarma.com/insights/ql-resources-ql-take-profit" target="_blank" data-smartkarma-citation="insights:44598" rel="noopener">QL Resources (QL): Take Profit?,</a> CrossASEAN Insight Provider <a href="https://www.smartkarma.com/profiles/henry-soediarko" target="_blank" data-smartkarma-citation="accounts:1006" rel="noopener">Henry Soediarko</a> revisits this commodity turned retail play, through its Family Mart business. </p><p>In <a href="https://www.smartkarma.com/insights/far-east-hospitality-trust-feht-beneficiary-of-opening-up" target="_blank" data-smartkarma-citation="insights:44649" rel="noopener">Far East Hospitality Trust (FEHT): Beneficiary of Opening Up,</a> CrossASEAN Insight Provider<a href="https://www.smartkarma.com/profiles/henry-soediarko" target="_blank" rel="noopener"> Henry Soediarko</a> takes an initial look at<a href="https://www.smartkarma.com/entities/far-east-hospitality-trust" target="_blank" rel="noopener"> Far East Hospitality Trust (FEHT SP),</a> the only hospitality REIT in Singapore with a 100% domestic hospitality exposure and a higher fixed rental component, offering a defensive exposure during this difficult market environment. </p><p>In <a href="https://www.smartkarma.com/insights/bca-profit-returns" target="_blank" data-smartkarma-citation="insights:44605" rel="noopener">BCA – Profit Returns,</a> banking specialist <a href="https://www.smartkarma.com/profiles/daniel-tabbush" target="_blank" data-smartkarma-citation="accounts:12" rel="noopener">Daniel Tabbush</a> revisits <a href="https://www.smartkarma.com/entities/bank-central-asia-tbk-pt" target="_blank" data-smartkarma-citation="entities:440:1" rel="noopener">Bank Central Asia (BBCA IJ)</a> and finds the bank clawing back some of the ROA it lost during 2Q2020 in the most recent quarter. </p><p>In <a href="https://www.smartkarma.com/insights/bts-potential-positive-catalysts-ahead" target="_blank" data-smartkarma-citation="insights:44691" rel="noopener">BTS: Potential Positive Catalysts Ahead,</a><a href="https://www.smartkarma.com/companies/country-group" target="_blank" data-smartkarma-citation="companies:965" rel="noopener">Country Group</a> revisit this Thai transportation play with a more positive slant.</p><p>In <a href="https://www.smartkarma.com/insights/pttep-4q20-earnings-to-soften-from-lower-asp-and-volume-sales" target="_blank" data-smartkarma-citation="insights:44740" rel="noopener">PTTEP: 4Q20 Earnings to Soften from Lower ASP and Volume Sales,</a> our friends at <a href="https://www.smartkarma.com/companies/country-group" target="_blank" data-smartkarma-citation="companies:965" rel="noopener">Country Group</a> assess the prospects for <a href="https://www.smartkarma.com/entities/ptt-exploration-and-production-public-company-limited" target="_blank" data-smartkarma-citation="entities:261:1" rel="noopener">PTT E&amp;P (PTTEP TB)</a> going into the end of the year.</p><h3>Credit Insights</h3><p>In this Insight, <a href="https://www.smartkarma.com/insights/japfa-comfeed-earnings-flash-9m-fy-2020-results-lucror-analytics" target="_blank" data-smartkarma-citation="insights:44743" rel="noopener">Japfa Comfeed - Earnings Flash - 9M FY 2020 Results,</a> Senior Credit Analyst<a href="https://www.smartkarma.com/profiles/trung-nguyen" target="_blank" rel="noopener"> Trung Nguyen</a> discusses <a href="https://www.smartkarma.com/entities/japfa-comfeed-indonesia-tbk-pt" target="_blank" data-smartkarma-citation="entities:8258:1" rel="noopener">Japfa Comfeed Indonesia (JPFA IJ)'</a>s 9M2020 results, which came in worse than expected (following a dismal Q22020), as the impact of COVID-19 reduced consumers' purchasing power and hit demand. </p><p>In <a href="https://www.smartkarma.com/insights/pan-brothers-earnings-flash-9m-fy-2020-results-lucror-analytics" target="_blank" data-smartkarma-citation="insights:44708" rel="noopener">Pan Brothers - Earnings Flash - 9M FY 2020 Results,</a><a href="https://www.smartkarma.com/companies/lucror-analytics" target="_blank" rel="noopener">Lucror Analytics</a> zeros in on the Pan Brothers’ Q3 and 9M2020 earnings. Pan Brothers’ cash flow generation remained poor, and it continued to report large working capital weakness. It appears unlikely that Pan Brothers will be able to increase the size of its syndication facility, given the low commitment from banks at the moment. </p>


The week that was in ASEAN@Smartkarma is filled with another eclectic mix of differentiated, substantive, and actionable insights from across South East Asia and includes macro, top-down and thematic pieces, as well as actionable equity bottom-up and credit insights over the past week.
We add below a NEW section, which includes emerging themes in ASEAN and selects important news flow or developments for commentary, which may impact SE Asian companies and markets.  
Macro InsightsIn Agong Asserts Himself, Preventing Change of PM but Disallowing Emergency Rule, CrossASEAN Chief Economist Prasenjit K. Basu comments on the ongoing political upheaval in Malaysia. In Trouble Down South: It's Not Just the Virus,Dr. Jim Walker gives his prescriptions on why South East Asia has been such a poor performer this year. In Thai Strategy 2021 (Part 1): Key Themes, out Thai guru Athaporn Arayasantiparb, CFA lays out his thoughts for the outlook for the Thai market next year. Equity Bottom-Up InsightsIn his Indonesian Insight, Matahari Department Store (LPPF IJ) - Too Early to Be Early, Cross ASEAN Insight Provider Angus Mackintosh circles back to the country's largest department store operator post its recent results. In AKR Corporindo (AKRA IJ) - Great Omnibus Expectations, CrossASEAN insight provider Angus Mackintosh revisits AKR Corporindo (AKRA IJ) after its recent 3Q2020 results that continued to demonstrate its resilience, with an across the board improvement in margins, despite a decline in sales.In a Malaysian Insight, QL Resources (QL): Take Profit?, CrossASEAN Insight Provider Henry Soediarko revisits this commodity turned retail play, through its Family Mart business. In Far East Hospitality Trust (FEHT): Beneficiary of Opening Up, CrossASEAN Insight Provider Henry Soediarko takes an initial look at Far East Hospitality Trust (FEHT SP), the only hospitality REIT in Singapore with a 100% domestic hospitality exposure and a higher fixed rental component, offering a defensive exposure during this difficult market environment. In BCA – Profit Returns, banking specialist Daniel Tabbush revisits Bank Central Asia (BBCA IJ) and finds the bank clawing back some of the ROA it lost during 2Q2020 in the most recent quarter. In BTS: Potential Positive Catalysts Ahead,Country Group revisit this Thai transportation play with a more positive slant.In PTTEP: 4Q20 Earnings to Soften from Lower ASP and Volume Sales, our friends at Country Group assess the prospects for PTT E&amp;P (PTTEP TB) going into the end of the year.Credit InsightsIn this Insight, Japfa Comfeed - Earnings Flash - 9M FY 2020 Results, Senior Credit Analyst Trung Nguyen discusses Japfa Comfeed Indonesia (JPFA IJ)'s 9M2020 results, which came in worse than expected (following a dismal Q22020), as the impact of COVID-19 reduced consumers' purchasing power and hit demand. In Pan Brothers - Earnings Flash - 9M FY 2020 Results,Lucror Analytics zeros in on the Pan Brothers’ Q3 and 9M2020 earnings. Pan Brothers’ cash flow generation remained poor, and it continued to report large working capital weakness. It appears unlikely that Pan Brothers will be able to increase the size of its syndication facility, given the low commitment from banks at the moment. 

The Week that Was in ASEAN@Smartkarma - South East Asia Lags, the Bank's Return, and Nimble Staples

<p><a href="https://www.smartkarma.com/entities/akr-corporindo-tbk-pt" target="_blank" data-smartkarma-citation="entities:13338:1" rel="noopener">AKR Corporindo (AKRA IJ)</a> continues to prove its metal releasing a strong set of 9M2020 results, which saw an across the board improvement in margins, despite a decline in sales.  </p>
<p>This was achieved by healthy contributions from all businesses, strict operating expenses control, tight Working Capital Management, together with lower leverage.</p>
<p>Petroleum volumes remained very healthy, with an increasingly diverse customer mix, whilst chemical volumes were slower given its more economically sensitive. </p>
<p>The company's JIIPE industrial estate (Jakarta Integrated Industrial and Port Estate) saw further land sales but we should expect further plot sales in 4Q2020 and a much higher number in 2021. </p>
<p>The <a href="https://www.smartkarma.com/entities/freeport-mcmoran-inc" target="_blank" data-smartkarma-citation="entities:12491:1" rel="noopener">Freeport Mcmoran (FCX US)</a> smelter is making progress with <a href="https://www.smartkarma.com/entities/chiyoda-corp" target="_blank" data-smartkarma-citation="entities:6232:1" rel="noopener">Chiyoda Corp (6366 JP)</a> appointed as EPC contractor and lease payments coming through on schedule. </p>
<p><a href="https://www.smartkarma.com/entities/akr-corporindo-tbk-pt" target="_blank" data-smartkarma-citation="entities:13338:1" rel="noopener">AKR Corporindo (AKRA IJ)</a>'s retail petroleum JV with <a href="https://www.smartkarma.com/entities/bp-plc" target="_blank" data-smartkarma-citation="entities:21847:1" rel="noopener">BP PLC (BP/ LN)</a> is recovering with expectations of higher growth in 2021 and 2022. </p>
<div class="content-highlight">
<p><strong><a href="https://www.smartkarma.com/entities/akr-corporindo-tbk-pt" target="_blank" data-smartkarma-citation="entities:13338:1" rel="noopener">AKR Corporindo (AKRA IJ)</a></strong> trades on 11.0x FY21E PER versus its 3-year average forward PER of 15.8x, with the expectation of +16.2% EPS growth in FY21E.  This is an interesting <strong>proxy for Indonesia's economic recovery</strong>, as well as a play on the potential pick-up in <strong>foreign investment on the back of the passage of the Omnibus Law. </strong></p>
</div>

AKR Corporindo (AKRA IJ) continues to prove its metal releasing a strong set of 9M2020 results, which saw an across the board improvement in margins, despite a decline in sales.  
This was achieved by healthy contributions from all businesses, strict operating expenses control, tight Working Capital Management, together with lower leverage.
Petroleum volumes remained very healthy, with an increasingly diverse customer mix, whilst chemical volumes were slower given its more economically sensitive. 
The company's JIIPE industrial estate (Jakarta Integrated Industrial and Port Estate) saw further land sales but we should expect further plot sales in 4Q2020 and a much higher number in 2021. 
The Freeport Mcmoran (FCX US) smelter is making progress with Chiyoda Corp (6366 JP) appointed as EPC contractor and lease payments coming through on schedule. 
AKR Corporindo (AKRA IJ)'s retail petroleum JV with BP PLC (BP/ LN) is recovering with expectations of higher growth in 2021 and 2022. 

AKR Corporindo (AKRA IJ) trades on 11.0x FY21E PER versus its 3-year average forward PER of 15.8x, with the expectation of +16.2% EPS growth in FY21E.  This is an interesting proxy for Indonesia's economic recovery, as well as a play on the potential pick-up in foreign investment on the back of the passage of the Omnibus Law. 


AKR Corporindo (AKRA IJ) - Great Omnibus Expectations

United States

Freeport-McMoRan Inc. is an international natural resources company. The Company operates large, long-lived, geographically diverse assets with significant reserves of copper, gold, molybdenum, cobalt, oil, and gas.

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Freeport Mcmoran (FCX US)

TMI Snapshot: Metals Points - Restocking Pauses, Copper Sentiment Pulls Back from Extremes

The year-end restocking trade has faded into the Lunar New Year, dragging on the reflation trade. Lithium sentiment is the only standout this...

Elan Gore

U.S. Equity Strategy: Bullish Outlook Intact

mild weakness on the first trading day of the year appears to be just a blip on the radar and our bullish outlook remains intact. We continue to...

Vermilion Research

Global Turnaround Stocks

Both UBS and Freeport-McMoran top our list as stocks with depressed fund ownership levels and rising momentum among active Global managers.

Steven Holden

The Week that Was in ASEAN@Smartkarma - South East Asia Lags, the Bank's Return, and Nimble Staples

The Week that Was in ASEAN@Smartkarma is filled with an eclectic mix of differentiated, substantive, and actionable insights from across South East...

Angus Mackintosh

AKR Corporindo (AKRA IJ) - Great Omnibus Expectations

AKR Corporindo is a key proxy for Indonesia's economic recovery and a play on the potential pick-up in foreign investment on the back of the...

Angus Mackintosh

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