TMI Snapshot:  Machinery Sentiment Indicator At 8-Month High on China Infrastructure Push

Introducing TMI Data Science: Delivering Alpha With Custom NLP-Based Leading Indicators

TMI Snapshot: Sentiment Analysis Suggests Infrastructure Likely A Drag On US Non-Res Construction

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>After 3 months of consistent decline, our China Property Sentiment Indicator is showing notable signs of recovery</li>
<li>News attribution suggests this is primarily driven by decreasing negative coverage as the Evergrande liquidity crisis was averted limiting broader contagion; continued momentum on developer spin-offs of property management subsidiaries; and strong Golden Week consumption metrics related to home furnishings &amp; building products (a secondary parameter in our indicator)</li>
<li>Our text mining already incorporates recent negative news on shrinking land premiums, as well as coverage on (expectedly) heavy discounting during Golden Week sales; but the overall tone of coverage remains "less negative" in the month-to-date</li>
<li>The TMI China Property Sentiment Indicator has been 58% correlated with Chinese real estate equities (via CHIR ETF), 40%-54% with Chinese HY (via KCCB ETF), and 65% with copper prices (on a T24M basis)</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>


After 3 months of consistent decline, our China Property Sentiment Indicator is showing notable signs of recovery
News attribution suggests this is primarily driven by decreasing negative coverage as the Evergrande liquidity crisis was averted limiting broader contagion; continued momentum on developer spin-offs of property management subsidiaries; and strong Golden Week consumption metrics related to home furnishings &amp; building products (a secondary parameter in our indicator)
Our text mining already incorporates recent negative news on shrinking land premiums, as well as coverage on (expectedly) heavy discounting during Golden Week sales; but the overall tone of coverage remains "less negative" in the month-to-date
The TMI China Property Sentiment Indicator has been 58% correlated with Chinese real estate equities (via CHIR ETF), 40%-54% with Chinese HY (via KCCB ETF), and 65% with copper prices (on a T24M basis)
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. 

China Overseas Land & Investment (688 HK)

TMI Snapshots: China Property Sentiment Indicators Recover Post "Three Red Lines" & Evergrande Drama