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.

Macroeconomics

<ul>
<li>In <a href="https://www.clevelandfed.org/en/newsroom-and-events/publications/cfed-district-data-briefs/cfddb-20210205-did-the-covid-19-pandemic-cause-an-urban-exodus.aspx" target="_blank" rel="noopener">"Did the COVID-19 Pandemic Cause an Urban Exodus?"</a> Stephen Whitaker of the Cleveland Fed recently examined granular US urban migration data for 2020, concluding that the rate of decline in urban inward migration has been a much more significant driver of net urban population flow than active "urban flight"</li>
<li>Average monthly relocations into urban centers were down -18K/month on average or -7.6% from March-December 2020 relative to the previous 3 years, whereas average monthly relocations out of urban centers were up just +10K/month on average or +3.8%</li>
<li>The data potentially implies greater-than-expected pent-up demand for urban housing per "unit" of increased post-pandemic confidence</li>
<li>Our text-mining saw media coverage of the De-urbanization/Urban Flight theme reach peak momentum in Q3 2020; recently, an Urban Recovery/Return to Cities theme is starting to trend higher as normalized post-pandemic urban life finally appears within reach, along with an incipient "return to the office" theme</li>
<li>Early signs of recovery are showing in recent urban housing data from Redfin, RealPage, the National Multifamily Housing Council and Douglas Elliman</li>
<li>A perceived structural overhang on urban life is the notion of permanent WFH; but the outlook for office work appears less dire as post-pandemic confidence improves on the margin</li>
<li>The trajectory of urban migration post-pandemic will have far-reaching implications for a range of themes, from commercial property &amp; REIT recovery to multifamily construction, retail, dining, municipal finances and CPI</li>
</ul><div class="content-highlight">TMI Data Science utilizes Natural Language Processing to build leading indicators using unstructured data sourced from the global financial, trade &amp; traditional media. Our proprietary tools text-mine the global media to discern and quantify nuanced qualitative shifts in press coverage as they apply to macro, equity indexes/ETFs, commodities, currencies, fixed income &amp; equities. </div>


In "Did the COVID-19 Pandemic Cause an Urban Exodus?" Stephen Whitaker of the Cleveland Fed recently examined granular US urban migration data for 2020, concluding that the rate of decline in urban inward migration has been a much more significant driver of net urban population flow than active "urban flight"
Average monthly relocations into urban centers were down -18K/month on average or -7.6% from March-December 2020 relative to the previous 3 years, whereas average monthly relocations out of urban centers were up just +10K/month on average or +3.8%
The data potentially implies greater-than-expected pent-up demand for urban housing per "unit" of increased post-pandemic confidence
Our text-mining saw media coverage of the De-urbanization/Urban Flight theme reach peak momentum in Q3 2020; recently, an Urban Recovery/Return to Cities theme is starting to trend higher as normalized post-pandemic urban life finally appears within reach, along with an incipient "return to the office" theme
Early signs of recovery are showing in recent urban housing data from Redfin, RealPage, the National Multifamily Housing Council and Douglas Elliman
A perceived structural overhang on urban life is the notion of permanent WFH; but the outlook for office work appears less dire as post-pandemic confidence improves on the margin
The trajectory of urban migration post-pandemic will have far-reaching implications for a range of themes, from commercial property &amp; REIT recovery to multifamily construction, retail, dining, municipal finances and CPI
TMI Data Science utilizes Natural Language Processing to build leading indicators using unstructured data sourced from the global financial, trade &amp; traditional media. Our proprietary tools text-mine the global media to discern and quantify nuanced qualitative shifts in press coverage as they apply to macro, equity indexes/ETFs, commodities, currencies, fixed income &amp; equities. 

TMI Snapshot:  De-Urbanization or Urban Recovery?

Amareos

Ryan Shea

Thematic (Sector/Industry)

Summary: Housing has several characteristics that mean it is almost perfectly designed to be prone to bubble-like behaviour. By definition a bubble occurs when the price of an asset is significantly overvalued making it increasingly difficult to justify based on underlying fundamentals. In such situations it is the overriding optimism of the crowd, with unrealistically high expectations, that acts as the propellant for further gains. Ten years on from the bursting of the US housing market…

Summary: Housing has several characteristics that mean it is almost perfectly designed to be prone to bubble-like behaviour. By definition a bubble occurs when the price of an asset is significantly overvalued making it increasingly difficult to justify based on underlying fundamentals. In such situations it is the overriding optimism of the crowd, with unrealistically high expectations, that acts as the propellant for further gains. Ten years on from the bursting of the US housing market…

The Market Sentimentalist: Global Real Estate – Where Are The Risks Residing?

Founder-CEO & Chief Analyst, Real Estate Foresight

Robert Ciemniak

Founder-CEO & Chief Analyst

Real Estate Foresight

Since 2012, REF has been helping investors with market research, project due diligence, and strategy development. This has ranged from detailed assessments and estimates on distressed developers' project portfolios to market due diligence on specific projects to macro-level questions linked to demand for commodities. The unique combination of the housing markets and developer data from data partner China Index Academy in Beijing, primary research, and technology-powered alternative data collection from public sources result in a valuable content set used in REF analytics and reports.

Predictive Analytics for China Property

Three quick takeaways from the annual 2016 data on commercial property sales transactions - income producing assets in office, retail, industrial, apartment and hotel sectors, excluding the development sites. Select data/charts courtesy of our data partner <a href="http://www.rcanalytics.com" target="_blank">Real Capital Analytics</a>:1. GLOBAL DOLLAR VOLUMES DOWNFor the first time since 2009, the global volumes declined overall and across the major regions. Low interest rates had clearly given a boost to volumes over the past 7 years, with the rich…

Three quick takeaways from the annual 2016 data on commercial property sales transactions - income producing assets in office, retail, industrial, apartment and hotel sectors, excluding the development sites. Select data/charts courtesy of our data partner Real Capital Analytics:1. GLOBAL DOLLAR VOLUMES DOWNFor the first time since 2009, the global volumes declined overall and across the major regions. Low interest rates had clearly given a boost to volumes over the past 7 years, with the rich…

Global Capital Trends In Real Estate In 2016

We have updated our currency impact tables 'post-Brexit' for USD, EUR, JPY, AUD, GBP, and CNY. We make a simple assumption that a property investor uses his/her domestic 'investor' currency to buy assets in 'investment' currency at a spot rate on a given start date and then repatriates that back into investor currency on a given end date. Change in the value at end date vs start date in investor currency represents the approximate currency impact, not adjusted for any transaction or other costs…

We have updated our currency impact tables 'post-Brexit' for USD, EUR, JPY, AUD, GBP, and CNY. We make a simple assumption that a property investor uses his/her domestic 'investor' currency to buy assets in 'investment' currency at a spot rate on a given start date and then repatriates that back into investor currency on a given end date. Change in the value at end date vs start date in investor currency represents the approximate currency impact, not adjusted for any transaction or other costs…

4 Months After Brexit - Currency Impact Tables For International Property Investors

We have updated our currency impact tables 'post-Brexit' for USD, EUR, JPY, AUD, GBP and CNY. We make a simple assumption that a property investor uses his/her domestic 'investor' currency to buy assets in 'investment' currency at a spot rate on a given start date and then repatriates that back into investor currency on a given end date. Change in the value at end date vs start date in investor currency represents the approximate currency impact, not adjusted for any transaction or other costs…

We have updated our currency impact tables 'post-Brexit' for USD, EUR, JPY, AUD, GBP and CNY. We make a simple assumption that a property investor uses his/her domestic 'investor' currency to buy assets in 'investment' currency at a spot rate on a given start date and then repatriates that back into investor currency on a given end date. Change in the value at end date vs start date in investor currency represents the approximate currency impact, not adjusted for any transaction or other costs…

90 Days After Brexit - Currency Impact Tables For International Property Investors

United States

Camden Property Trust is a self-administered and self-managed real estate investment trust. The Company owns and operates multifamily apartment communities located in the Southwest region of the United States.  The properties are located in Texas, Florida, Missouri, North Carolina, Arizona and Kentucky.

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

Camden Property Trust (CPT US)

TMI Snapshot: De-Urbanization or Urban Recovery?

Recent research from the Cleveland Fed suggests greater pent-up demand for urban housing post-COVID. A recovery is already underway, suggesting...

Elan Gore

The Market Sentimentalist: Global Real Estate – Where Are The Risks Residing?

Summary: Housing has several characteristics that mean it is almost perfectly designed to be prone to bubble-like behaviour. By definition a bubble...

Amareos

Global Capital Trends In Real Estate In 2016

Three quick takeaways from the annual 2016 data on commercial property sales transactions - income producing assets in office, retail, industrial,...

Robert Ciemniak

4 Months After Brexit - Currency Impact Tables For International Property Investors

We have updated our currency impact tables 'post-Brexit' for USD, EUR, JPY, AUD, GBP, and CNY. We make a simple assumption that a property investor...

Robert Ciemniak

90 Days After Brexit - Currency Impact Tables For International Property Investors

We have updated our currency impact tables 'post-Brexit' for USD, EUR, JPY, AUD, GBP and CNY. We make a simple assumption that a property investor...

Robert Ciemniak

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)