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    <loc>https://www.andreaolau.com/about</loc>
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    <lastmod>2021-09-16</lastmod>
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      <image:title>Contact - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <loc>https://www.andreaolau.com/publications</loc>
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    <lastmod>2021-09-15</lastmod>
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      <image:title>Publications - Ensuring Fair Housing During the COVID-19 Pandemic</image:title>
      <image:caption>COVID-19 has upended life in the United States since the virus hit the nation early this spring, devastating families, communities, and businesses across the country. Since March 2020, nearly 160,000 people have died, and sophisticated models predict an eighty-six percent increase in that death toll by December 2020 in the United States alone. Victoria Finkle, Olivia Grob-Lipkis, Andrea Lau, Jorge Andres Soto, and Morgan Williams</image:caption>
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      <image:title>Publications - Law Standardization Needed to Prevent Housing Voucher Discrimination</image:title>
      <image:caption>The United States Department of Housing and Urban Development created Housing Choice Vouchers to assist low-income, disabled and elderly individuals find housing in the private market. But although vouchers are a federally recognized, legitimate source of income, voucher recipients often face hurdles in search of housing: landlords are often reluctant to accept vouchers as payment, either rejecting the vouchers outright or making excuses to prospective tenants. I was also selected as one of ten students to present this research at the McCourt 2021 Student Showcase.</image:caption>
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      <image:title>Publications - Closing the Racial Homeownership Gap: The Impact of the HOME Investment Partnerships Program</image:title>
      <image:caption>My research was selected for presentation on the Social Equity &amp; Race Panel of the 2021 APPAM Student Research Seminar Series.</image:caption>
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    <loc>https://www.andreaolau.com/contact</loc>
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    <loc>https://www.andreaolau.com/visualizations</loc>
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    <lastmod>2022-12-20</lastmod>
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    <loc>https://www.andreaolau.com/visualizations/the-national-state-of-housing-voucher-protections</loc>
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    <priority>0.5</priority>
    <lastmod>2021-09-10</lastmod>
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      <image:title>Data Visualizations - The National State of Housing Voucher Protections - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>Data Visualizations - The National State of Housing Voucher Protections - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Data Visualizations - The National State of Housing Voucher Protections - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <loc>https://www.andreaolau.com/visualizations/using-machine-learning-to-predict-ny-eviction-rates</loc>
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    <lastmod>2021-09-10</lastmod>
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      <image:title>Data Visualizations - Using Machine Learning to Predict NY Eviction Rates - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Data Visualizations - Using Machine Learning to Predict NY Eviction Rates - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Data Visualizations - Using Machine Learning to Predict NY Eviction Rates - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Data Visualizations - Using Machine Learning to Predict NY Eviction Rates - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Data Visualizations - Using Machine Learning to Predict NY Eviction Rates - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>Data Visualizations - Using Machine Learning to Predict NY Eviction Rates - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Data Visualizations - Using Machine Learning to Predict NY Eviction Rates - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Data Visualizations - Using Machine Learning to Predict NY Eviction Rates - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Data Visualizations - Using Machine Learning to Predict NY Eviction Rates - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  </url>
  <url>
    <loc>https://www.andreaolau.com/visualizations/labor-and-economics</loc>
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    <lastmod>2021-09-15</lastmod>
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      <image:title>Data Visualizations - Labor Statistics and Economic Relief</image:title>
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      <image:title>Data Visualizations - Labor Statistics and Economic Relief</image:title>
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  <url>
    <loc>https://www.andreaolau.com/visualizations/housing</loc>
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    <priority>0.5</priority>
    <lastmod>2021-09-16</lastmod>
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      <image:title>Data Visualizations - Racial Inequities in Housing</image:title>
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    <image:image>
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      <image:title>Data Visualizations - Racial Inequities in Housing</image:title>
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      <image:title>Data Visualizations - Racial Inequities in Housing</image:title>
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      <image:title>Data Visualizations - Racial Inequities in Housing</image:title>
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