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    <title>research on Ray Yang, Ph.D.</title>
    <link>https://yangphd.com/pages/research/</link>
    <description>Recent content in research on Ray Yang, Ph.D.</description>
    <generator>Hugo -- gohugo.io</generator>
    <language>en-us</language>
    <lastBuildDate>Tue, 09 Nov 2021 00:00:00 +0000</lastBuildDate>
    
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    <item>
      <title>A List of Data Sources for Real Estate Market Analysis</title>
      <link>https://yangphd.com/investing/re_investing/an-imcomplete-collection-of-realestate-market-analysis/</link>
      <pubDate>Tue, 09 Nov 2021 00:00:00 +0000</pubDate>
      
      <guid>https://yangphd.com/investing/re_investing/an-imcomplete-collection-of-realestate-market-analysis/</guid>
      <description>

&lt;div id=&#34;TOC&#34;&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;#general-market-environmental-condition&#34;&gt;General Market / Environmental Condition&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#price&#34;&gt;Price&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#supply&#34;&gt;Supply&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#buyerrenter-demographics&#34;&gt;Buyer/Renter Demographics&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#neighborhood-local-information&#34;&gt;Neighborhood / Local Information&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#online-listing&#34;&gt;Online Listing&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#property-information&#34;&gt;Property Information&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#calculators&#34;&gt;Calculators&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;

&lt;div id=&#34;general-market-environmental-condition&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;General Market / Environmental Condition&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.nar.realtor/&#34; target=&#34;_blank&#34;&gt;National Association of Realtors&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.epa.gov/&#34; target=&#34;_blank&#34;&gt;Environmental Protection Agency&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;price&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Price&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.fhfa.gov/DataTools/Downloads/pages/house-price-index.aspx&#34; target=&#34;_blank&#34;&gt;Federal Housing Finance Agency (FHFA) House Price Index&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.nahb.org/News-and-Economics/Housing-Economics/National-Statistics/New-and-Existing-Home-Sales-Reports&#34; target=&#34;_blank&#34;&gt;National Association of Homebuilders (NAHB) Home Prices&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;supply&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Supply&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.census.gov/&#34; target=&#34;_blank&#34;&gt;U.S. Census Bureau on New Residential Construction&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;buyerrenter-demographics&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Buyer/Renter Demographics&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.dol.gov/general/topic/statistics&#34; target=&#34;_blank&#34;&gt;U.S. Department of Labor&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.bls.gov/&#34; target=&#34;_blank&#34;&gt;Bureau of Labor Statistics (job quality and availability)&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://censusreporter.org/&#34; target=&#34;_blank&#34;&gt;https://censusreporter.org/&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://fred.stlouisfed.org/series/MSACSR&#34; target=&#34;_blank&#34;&gt;U.S. Federal Reserve (inventories / demographics)&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;neighborhood-local-information&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Neighborhood / Local Information&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.neighborhoodscout.com/&#34; target=&#34;_blank&#34;&gt;NeighborhoodScout&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.city-data.com/&#34; target=&#34;_blank&#34;&gt;City-Data&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;online-listing&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Online Listing&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.redfin.com/&#34; target=&#34;_blank&#34;&gt;Redfin&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.trulia.com/&#34; target=&#34;_blank&#34;&gt;Trulia&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.zillow.com/&#34; target=&#34;_blank&#34;&gt;Zillow&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.realtytrac.com/&#34; target=&#34;_blank&#34;&gt;RealtyTrac&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.realtor.com/&#34; target=&#34;_blank&#34;&gt;Realtor.com&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.movoto.com/&#34; target=&#34;_blank&#34;&gt;Movoto&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;property-information&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Property Information&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://crsdata.com/&#34; target=&#34;_blank&#34;&gt;CRS Data&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;calculators&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Calculators&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.biggerpockets.com/investment-calculators&#34; target=&#34;_blank&#34;&gt;Biggerpockets&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.biggerpockets.com/mortgage-calculator&#34; target=&#34;_blank&#34;&gt;Mortgage&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
</description>
    </item>
    
    <item>
      <title>Quant Finance Data Source (Highly Recommended)</title>
      <link>https://yangphd.com/note/2020/06/09/quant-finance-data/</link>
      <pubDate>Tue, 09 Jun 2020 00:00:00 +0000</pubDate>
      
      <guid>https://yangphd.com/note/2020/06/09/quant-finance-data/</guid>
      <description>

&lt;div id=&#34;TOC&#34;&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;#tushare&#34; id=&#34;toc-tushare&#34;&gt;Tushare&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;

&lt;div id=&#34;tushare&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Tushare&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://tushare.pro/&#34; target=&#34;_blank&#34;&gt;Tushare&lt;/a&gt; is an open-source data interface for Chinese stock market, cryptocurrency, and alternative data. The data can be accessed through its &lt;a href=&#34;https://pypi.org/project/tushare/&#34; target=&#34;_blank&#34;&gt;Python module&lt;/a&gt;. It is the &lt;b&gt;best&lt;/b&gt; data source of this kind I have seen so far.&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
</description>
    </item>
    
    <item>
      <title>An Ongoing Collection of Data Sources (Strategy Research)</title>
      <link>https://yangphd.com/note/2019/06/21/an-ongoing-collection-of-interesting-data-sources/</link>
      <pubDate>Fri, 21 Jun 2019 00:00:00 +0000</pubDate>
      
      <guid>https://yangphd.com/note/2019/06/21/an-ongoing-collection-of-interesting-data-sources/</guid>
      <description>

&lt;div id=&#34;TOC&#34;&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;#industries-and-economies&#34; id=&#34;toc-industries-and-economies&#34;&gt;Industries and Economies&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#companies&#34; id=&#34;toc-companies&#34;&gt;Companies&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#internet-and-patents&#34; id=&#34;toc-internet-and-patents&#34;&gt;Internet and Patents&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;

&lt;p&gt;This is an ongoing collection of data sources.&lt;/p&gt;
&lt;div id=&#34;industries-and-economies&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Industries and Economies&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.bea.gov/&#34; target=&#34;_blank&#34;&gt;Bureau of Economic Analysis&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.census.gov&#34; target=&#34;_blank&#34;&gt;Census Bureau&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.bls.gov/data/&#34; target=&#34;_blank&#34;&gt;Bureau of Labor Statistics&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.ibisworld.com/&#34; target=&#34;_blank&#34;&gt;IBIS Industry Research&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;http://www.cepii.fr/CEPII/en/&#34; target=&#34;_blank&#34;&gt;CEPII World Economy&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.followthemoney.org/&#34; target=&#34;_blank&#34;&gt;Follow the Money (Tracking Campaign Contribution)&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.ogj.com/&#34; target=&#34;_blank&#34;&gt;Oil&amp;amp;Gas Journal&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.worldbank.org/&#34; target=&#34;_blank&#34;&gt;World Bank&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;http://www.oecd.org/&#34; target=&#34;_blank&#34;&gt;OECD (Organisation for Economic Cooperation and Development)&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://eugenesoftware.la.psu.edu/&#34; target=&#34;_blank&#34;&gt;EUGene (Political Science)&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;companies&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Companies&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.sec.gov/edgar/&#34; target=&#34;_blank&#34;&gt;Edgar (SEC Filings)&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.crunchbase.com/&#34; target=&#34;_blank&#34;&gt;Crunchbase (Startups)&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.quandl.com/&#34; target=&#34;_blank&#34;&gt;Quandl (Alternative Data)&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.wind.com.cn/en/Default.html&#34; target=&#34;_blank&#34;&gt;Wind (Chinese Listed Firms)&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;http://tushare.org/&#34; target=&#34;_blank&#34;&gt;Tushare (Chinese Firms, Alternative Data, Crypto)&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;internet-and-patents&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Internet and Patents&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://archive.org/&#34; target=&#34;_blank&#34;&gt;Internet Archives&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.ietf.org&#34; target=&#34;_blank&#34;&gt;Internet Documnets&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://developer.imdb.com/&#34; target=&#34;_blank&#34;&gt;IMDb Movies&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.nber.org/patents/&#34; target=&#34;_blank&#34;&gt;NBER Patents&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.uspto.gov/&#34; target=&#34;_blank&#34;&gt;USPTO Patents&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
</description>
    </item>
    
    <item>
      <title>A List of Market Trackers and Economy Indicators</title>
      <link>https://yangphd.com/note/2019/02/01/an-imcomplete-collection-of-market-trackers/</link>
      <pubDate>Fri, 01 Feb 2019 00:00:00 +0000</pubDate>
      
      <guid>https://yangphd.com/note/2019/02/01/an-imcomplete-collection-of-market-trackers/</guid>
      <description>

&lt;div id=&#34;TOC&#34;&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;#fred&#34; id=&#34;toc-fred&#34;&gt;FRED&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#bea&#34; id=&#34;toc-bea&#34;&gt;BEA&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#fed&#34; id=&#34;toc-fed&#34;&gt;FED&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#bls&#34; id=&#34;toc-bls&#34;&gt;BLS&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#census&#34; id=&#34;toc-census&#34;&gt;Census&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#treasury&#34; id=&#34;toc-treasury&#34;&gt;Treasury&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#graph&#34; id=&#34;toc-graph&#34;&gt;Graph&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;#other&#34; id=&#34;toc-other&#34;&gt;Other&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;

&lt;div id=&#34;fred&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;FRED&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://fred.stlouisfed.org/series/TB3MS&#34; target=&#34;_blank&#34;&gt;3-Month Bill&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://fred.stlouisfed.org/series/IRLTLT01USM156N&#34; target=&#34;_blank&#34;&gt;10-year Bond&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://fred.stlouisfed.org/series/GDPC1&#34; target=&#34;_blank&#34;&gt;Real GDP&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://fred.stlouisfed.org/series/WALCL&#34; target=&#34;_blank&#34;&gt;Total Assets&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://fred.stlouisfed.org/series/GFDEGDQ188S&#34; target=&#34;_blank&#34;&gt;Debt to GDP&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://fred.stlouisfed.org/series/GDTCBW&#34; target=&#34;_blank&#34;&gt;Treasury Cash Balance&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;bea&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;BEA&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.bea.gov/data/gdp/gross-domestic-product&#34; target=&#34;_blank&#34;&gt;GDP&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.bea.gov/data/intl-trade-investment/international-transactions&#34; target=&#34;_blank&#34;&gt;International Trade&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;fed&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;FED&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://fred.stlouisfed.org/series/MANMM101USM189S&#34; target=&#34;_blank&#34;&gt;M1&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.federalreserve.gov/releases/h6/&#34; target=&#34;_blank&#34;&gt;M2&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://fred.stlouisfed.org/series/MABMM301USM189S&#34; target=&#34;_blank&#34;&gt;M3&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;bls&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;BLS&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.bls.gov/cpi/home.htm&#34; target=&#34;_blank&#34;&gt;CPI&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.bls.gov/ppi/home.htm&#34; target=&#34;_blank&#34;&gt;PPI&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.bls.gov/ces/home.htm&#34; target=&#34;_blank&#34;&gt;CES&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;census&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Census&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.census.gov/retail/index.html&#34; target=&#34;_blank&#34;&gt;Retail&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.census.gov/construction/nrc/index.html&#34; target=&#34;_blank&#34;&gt;Residential Construction&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.census.gov/mtis/index.html&#34; target=&#34;_blank&#34;&gt;Manufacturing&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;treasury&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Treasury&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://fsapps.fiscal.treasury.gov/dts/issues&#34; target=&#34;_blank&#34;&gt;Daily Treasury Statement&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://fiscal.treasury.gov/reports-statements/mts/current.html&#34; target=&#34;_blank&#34;&gt;Monthly Treasury Statement&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;graph&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Graph&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.longtermtrends.net/market-cap-to-gdp/&#34; target=&#34;_blank&#34;&gt;Market Cap. to GDP&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://ycharts.com/indicators/reports/finra_margin_statistics&#34; target=&#34;_blank&#34;&gt;FINRA Margin Debt&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.google.com/search?q=who+is+buying+equities&amp;tbm=isch&#34; target=&#34;_blank&#34;&gt;Equity Buyers&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://money.cnn.com/data/fear-and-greed/&#34; target=&#34;_blank&#34;&gt;Fear v. Greed Index&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://finance.yahoo.com/quote/%5EVIX?p=%5EVIX&#34; target=&#34;_blank&#34;&gt;Vix Volatility Index&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;div id=&#34;other&#34; class=&#34;section level2&#34;&gt;
&lt;h2&gt;Other&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&#34;https://www.conference-board.org/data/consumerconfidence.cfm&#34; target=&#34;_blank&#34;&gt;Consumer Confidence&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.estimize.com/&#34; target=&#34;_blank&#34;&gt;Estimize Prediction&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://www.gurufocus.com/guru/warren+buffett/current-portfolio/portfolio&#34; target=&#34;_blank&#34;&gt;Buffet Portfolio&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
</description>
    </item>
    
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