<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:image="http://www.google.com/schemas/sitemap-image/1.1" xmlns:xhtml="http://www.w3.org/1999/xhtml">
  <url>
    <loc>https://www.phoenixdataproject.org/blog</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-12</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/our-world-in-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-06</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/2242020-diary-feeling-sheepish</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-21</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/shelter-in-place</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584811825183-7ZZXWC2B9KDGH32YJBGO/flattened-curve.png</image:loc>
      <image:title>Phoenix Data Project - Shelter in Place</image:title>
      <image:caption>Click on the image to see it larger.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/increased-testing-availability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584812580908-YEBGXPOH83SJHFPVEVND/testing.png</image:loc>
      <image:title>Phoenix Data Project - Increased testing availability</image:title>
      <image:caption>Click on the image to get a larger view</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/are-bailouts-a-good-idea</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584821312817-4G6VUOYMTK5QGMEFPDUC/bailout.jpg</image:loc>
      <image:title>Phoenix Data Project - Are bailouts a good idea?</image:title>
      <image:caption>By Alex Promios (cropped) Creative Commons license</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/toy-simulation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-21</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/who-do-we-hold-to-account-for-lack-of-testing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584820829860-0A6VFLI8BTTENUNFVKXU/United_States_Capitol_-_west_front.jpg</image:loc>
      <image:title>Phoenix Data Project - Who do we hold to account for lack of testing?</image:title>
      <image:caption>Martin Falbisoner copyright: Attribution-Share Alike 3.0 Unported</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/2242020-diary-feeling-sheepish-d2nzr</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-21</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/2242020-diary-feeling-sheepish-d2nzr-pj3sr</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-21</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/2242020-diary-feeling-sheepish-d2nzr-pj3sr-j3zjz</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-22</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/cool-maps-and-other-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584836101955-GS79SFT86QZHADQRSRDH/arcpng.png</image:loc>
      <image:title>Phoenix Data Project - Cool maps and other data</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/if-you-havent-got-your-health-then-you-havent-got-your-wealth</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-22</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/2242020-diary-feeling-sheepish-d2nzr-pj3sr-j3zjz-tt76y</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-22</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/sf-hospitality-industry-step-up</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-16</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584899929046-1VK7GCW9VMP2G3OFMI1X/st_francis.jpg</image:loc>
      <image:title>Phoenix Data Project - SF Hospitality Industry: Step Up!</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584899967600-6IFBY07PJTPEG2B785MV/marriott.jpg</image:loc>
      <image:title>Phoenix Data Project - SF Hospitality Industry: Step Up!</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584899877973-H552UPN5NHOVADCTTN8S/fairmont.jpg</image:loc>
      <image:title>Phoenix Data Project - SF Hospitality Industry: Step Up!</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/minimize-the-toucheskeep-yourself-sane</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-22</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/2242020-diary-feeling-sheepish-d2nzr-pj3sr-j3zjz-tt76y-xz7z3</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-22</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/the-reasons-not-to-hoard</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-23</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584821787105-REP2JEUKHZ7NW5H7LO71/IMG_7298.jpeg</image:loc>
      <image:title>Phoenix Data Project - The Reasons not to Hoard</image:title>
      <image:caption>Don’t be like this dragon.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584821715770-HAIJP9MSY83OP1DNCXXD/IMG_7253.jpeg</image:loc>
      <image:title>Phoenix Data Project - The Reasons not to Hoard</image:title>
      <image:caption>Trader Joe’s a couple of days before the shelter in place order came through. It looks worse than it is… stores have been diligent about restocking.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/thinking-about-age-based-risks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-23</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/8o3wxbgg59bazkv3f14ejvogcb86pl</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-06</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/45-days-on-lockdown-in-china</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-06</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/the-zombie-apocalypse-vs-covid-19-an-exploration-of-epidemiological-modeling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585028013224-HJHTG8BSWDNRATXIU9NO/zombie_sir_model.png</image:loc>
      <image:title>Phoenix Data Project - The Zombie Apocalypse vs COVID-19</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585077355752-UES8T3W7BPJVRPSO45I6/zombie-949915_1920.jpg</image:loc>
      <image:title>Phoenix Data Project - The Zombie Apocalypse vs COVID-19</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/another-view-of-doubling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-06</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/social-distance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585110225615-EIQX8UWXXTM0HEKDX8E9/sidewalk.jpg</image:loc>
      <image:title>Phoenix Data Project - Social Distance</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585109998896-WK25YK05QZZPQ2SD2DEP/social-distance.png</image:loc>
      <image:title>Phoenix Data Project - Social Distance</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/past-lessons-of-social-distancing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-06</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/how-the-coronavirus-will-end</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-06</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/santaclarahospitalizations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585373027457-OV30ARIERH0IQ56970XY/santa_clara_hospitalizations.png</image:loc>
      <image:title>Phoenix Data Project - Hospitalization Rates in Santa Clara County</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/bayareacovid19model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585411835170-4VDJVK8ZWZEQAURNQY2I/raw_model_numbers.png</image:loc>
      <image:title>Phoenix Data Project - Bay Area COVID-19 Model</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585270663612-D7H5ZQD938S26RPKKKEU/information+tabs.png</image:loc>
      <image:title>Phoenix Data Project - Bay Area COVID-19 Model</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585411225782-MS6EN8YB0OKWH9IWMFY4/infection_rate_ba_covid19.png</image:loc>
      <image:title>Phoenix Data Project - Bay Area COVID-19 Model</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585373923487-OE70UTOWGNIPHMENLYOA/graphs+of+infections+and+deaths.png</image:loc>
      <image:title>Phoenix Data Project - Bay Area COVID-19 Model</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/logarithmicvslinearplots</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-03-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585415065888-WB0IXO6USK0APVYP8Z13/log_vs_linear_log.png</image:loc>
      <image:title>Phoenix Data Project - Logarithmic vs Linear Plots</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585415087100-WIKT5HNP42HJ8A50VW5A/log_vs_linear_linear.png</image:loc>
      <image:title>Phoenix Data Project - Logarithmic vs Linear Plots</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/bayareadashboardrankings</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587359672004-0RZW139L0KBP0VPX06A2/sf_hospital_dashboard_new.png</image:loc>
      <image:title>Phoenix Data Project - Ranking Bay Area Counties’ COVID-19 Dashboards.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587360683510-G33EN4YPCX148PIZJQUE/marin_hospitalization.png</image:loc>
      <image:title>Phoenix Data Project - Ranking Bay Area Counties’ COVID-19 Dashboards.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587361819583-Y576N6KYH5FSEHYYR67E/solano_county_new.png</image:loc>
      <image:title>Phoenix Data Project - Ranking Bay Area Counties’ COVID-19 Dashboards.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587360169342-0NJI5C9C8SVAOLPDEPRA/sonoma_county_underlying_conditions.png</image:loc>
      <image:title>Phoenix Data Project - Ranking Bay Area Counties’ COVID-19 Dashboards.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586721484709-E1JAR1WQ02YIMTSFZ22N/AcuteHospitalDemandProjectedinSantaClaraCountytoMay27th.png</image:loc>
      <image:title>Phoenix Data Project - Ranking Bay Area Counties’ COVID-19 Dashboards.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586584961209-YZ4YO19QRRX4EACLGCCB/contra_costa_new.png</image:loc>
      <image:title>Phoenix Data Project - Ranking Bay Area Counties’ COVID-19 Dashboards.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586587188751-928W4HCTNBJMZT31V4W3/alameda_new.png</image:loc>
      <image:title>Phoenix Data Project - Ranking Bay Area Counties’ COVID-19 Dashboards.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586582330300-20V2FMLVY8FLJKMBWGBZ/san_mateo_new.png</image:loc>
      <image:title>Phoenix Data Project - Ranking Bay Area Counties’ COVID-19 Dashboards.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586586897496-39QRGNRKKAPAGDYVV9XR/napa_new_global.png</image:loc>
      <image:title>Phoenix Data Project - Ranking Bay Area Counties’ COVID-19 Dashboards.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586585903558-713JCCNZMKGI49JCKJ18/sf_dashboard_ethnicity.png</image:loc>
      <image:title>Phoenix Data Project - Ranking Bay Area Counties’ COVID-19 Dashboards.</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/how-to-visualize-a-pandemic</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-06</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/the-uncertainty-of-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-25</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/santaclaraeffectsofshelterinplace</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-04</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585846801688-NQFA9WWO0UB0IYQB1JXU/santa_clara_hospitalizations_annotated_April_1st.png</image:loc>
      <image:title>Phoenix Data Project - See the Effects of Shelter In Place</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/amysteryinsantaclara</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586032161864-LHNG9POVZ4GBDFLW9S2I/santa_clara_hospitalizations_annotated_April_4th.png</image:loc>
      <image:title>Phoenix Data Project - A Mystery In Santa Clara</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/the-war-on-coronavirus</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-09</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/amysteryinsantaclara-6725b</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586157978278-QEI4DSU99X7DANRQ4HM3/county_trendlines_pdp.png</image:loc>
      <image:title>Phoenix Data Project - Trendlines for Your County</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/qualityscientificjournalism</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586499391827-VJSZR8EB7I2FO39NLIBO/scientific_researcher.JPG</image:loc>
      <image:title>Phoenix Data Project - Spotting Quality Scientific Journalism in the Time of COVID</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/firstwaitinggame</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-08</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586326740899-OS5FORPJPSQOE3NGLHZO/bay_area_hospitalizations_annotated_April_7th.png</image:loc>
      <image:title>Phoenix Data Project - The First Part of the Waiting Game</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/doublingratedependency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-13</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586328610654-DW35D94RK2LU2SJ8SD22/contra_costa.png</image:loc>
      <image:title>Phoenix Data Project - What Does Bay Area Doubling Rate Depend on?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586328610729-XRMQLSXF3RQUIQ3F675D/marin.png</image:loc>
      <image:title>Phoenix Data Project - What Does Bay Area Doubling Rate Depend on?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586328611233-WFF3HEG2GL4VF9TMHDS3/napa.png</image:loc>
      <image:title>Phoenix Data Project - What Does Bay Area Doubling Rate Depend on?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586328611468-FTPWNQP8JPT52T7TK00Q/san_mateo.png</image:loc>
      <image:title>Phoenix Data Project - What Does Bay Area Doubling Rate Depend on?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586328611680-VYCOVGP744X3HF7CKJWV/santa_clara.png</image:loc>
      <image:title>Phoenix Data Project - What Does Bay Area Doubling Rate Depend on?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586328611923-6ION3RAWBBZYYBTXFPUZ/solano.png</image:loc>
      <image:title>Phoenix Data Project - What Does Bay Area Doubling Rate Depend on?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586328612190-35PGC6LDJF9BTY5Z21ZM/sonoma.png</image:loc>
      <image:title>Phoenix Data Project - What Does Bay Area Doubling Rate Depend on?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586329069705-MOK3I3WBFPQEYELY2FP1/san_francisco.png</image:loc>
      <image:title>Phoenix Data Project - What Does Bay Area Doubling Rate Depend on?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586329152702-7G703EA2QIKI773ESUQ8/alameda.png</image:loc>
      <image:title>Phoenix Data Project - What Does Bay Area Doubling Rate Depend on?</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/socialdistancingscofflaws</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586845562429-6PR2YKDOUTA3QO343U0E/coronavirus-covid-19-face-masks.jpg</image:loc>
      <image:title>Phoenix Data Project - How Many Social Distancing Scofflaws is Too Many?</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/whatnextconversation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586933694768-A5EWFXLKKBY2NAG19X20/1566px-The_Great_Wave_off_Kanagawa.jpg</image:loc>
      <image:title>Phoenix Data Project - A What Next Conversation</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/explaining-the-future-to-our-past-selves</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-25</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/sflossofleadership</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587016629020-H5Y3QUBLX2F0O4JZ9JWC/bay_area_counties_annotated.png</image:loc>
      <image:title>Phoenix Data Project - SF Leadership an Evolving Story</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/briefintrotologarithmicplots</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-18</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587106916156-SIQUFXVRI23LPG8V3JBH/annotated_county_level.png</image:loc>
      <image:title>Phoenix Data Project - A Brief Intro to Logarithmic Plots</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/living-with-uncertainty</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-18</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/counterproductive-reporting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-19</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/sfdemographicspresentedeffectively</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587512524123-7QEYPK25C7PGFUAL6A7Y/race_and_ethnicity.png</image:loc>
      <image:title>Phoenix Data Project - SF Demographic Data Presented Effectively</image:title>
      <image:caption>San Francisco’s race and ethnicity dashboard.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587532793120-I3BSZLGKXPVXD0FMHP48/demographics_presented_right.png</image:loc>
      <image:title>Phoenix Data Project - SF Demographic Data Presented Effectively</image:title>
      <image:caption>My Proposal for how SF’s race and ethnicity dashboard should look.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/asingleoutbreakskews</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-30</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587706177596-B3EF7IJSGXVV2N5OY870/sf_zip_code_dashboard.png</image:loc>
      <image:title>Phoenix Data Project - A Single Outbreak Completely Skews Your Perspective</image:title>
      <image:caption>San Francisco’s Zip Code Dashboard.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587707500385-FOGZS9JGGR2QI025JW80/sf_zip_code_94107_dashboard.png</image:loc>
      <image:title>Phoenix Data Project - A Single Outbreak Completely Skews Your Perspective</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/cartoonaboutmodels</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587793710191-OG7QTI91EUYYNIC3X2AX/cartoon_of_pandemic_modeling.png</image:loc>
      <image:title>Phoenix Data Project - Cartoon about Models</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/davefencemeinparody</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-04-25</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/hidden-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-04</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1588225850540-6DERK1GIG607QAP7OHYK/screenshot_for_economist.png</image:loc>
      <image:title>Phoenix Data Project - Hidden data</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/how-we-reopen-in-one-chart</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1588264913343-GU4TEG1PPEA3WCI10HFS/how_we_open_grid.png</image:loc>
      <image:title>Phoenix Data Project - How We Reopen in One Chart (aka “Can I Go to Summer Camp, Dad?”)</image:title>
      <image:caption>And here is an animated version of this visualization:</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/are-we-testing-enough-to-reopen</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1588550591364-HHDV8AKAS3S62GA0C4ON/san_francisco.png</image:loc>
      <image:title>Phoenix Data Project - Are We Testing Enough to Reopen?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1588550600362-T2CY8NXNFQYBGT0IXD3W/san_mateo.png</image:loc>
      <image:title>Phoenix Data Project - Are We Testing Enough to Reopen?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1588550606249-0GCVFDBQH33KMSYDLTDQ/santa_clara.png</image:loc>
      <image:title>Phoenix Data Project - Are We Testing Enough to Reopen?</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1588550612963-4LDBA958APKKESTAPLHN/contra_costa.png</image:loc>
      <image:title>Phoenix Data Project - Are We Testing Enough to Reopen?</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/these-are-not-the-models-you-are-looking-for</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-05</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/disparity-could-lead-to-topsy-turvy-sf</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-08</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1588749589359-JE76XHCLL2SV2Q816FRV/IMG_7031.jpg</image:loc>
      <image:title>Phoenix Data Project - Disparity Could Lead to Topsy-Turvy SF</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1588749616928-Z36H928YTKBNTAEU3FQZ/IMG_7036.jpg</image:loc>
      <image:title>Phoenix Data Project - Disparity Could Lead to Topsy-Turvy SF</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/murder-hornets-vs-covid-19</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-19</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1589001839202-WZRAB7C255E2DIU46AAY/hornet_vs_sars_cov_2.png</image:loc>
      <image:title>Phoenix Data Project - Murder Hornets vs COVID-19: the Visible vs the Invisible Threat</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1589001908804-QC299HU48NPT99XS62WB/allnew-superfriends1977.jpg</image:loc>
      <image:title>Phoenix Data Project - Murder Hornets vs COVID-19: the Visible vs the Invisible Threat</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1589003205188-V4V4XT68MC8HNPOO9FF6/nyc_and_bees.png</image:loc>
      <image:title>Phoenix Data Project - Murder Hornets vs COVID-19: the Visible vs the Invisible Threat</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1589002154172-NM47LOW9TIHIDA6YXUMF/780px-Bee_Smoker.jpg</image:loc>
      <image:title>Phoenix Data Project - Murder Hornets vs COVID-19: the Visible vs the Invisible Threat</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/6hm1xgvstr4pnc9u8e20dkg1sbejfc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-09</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/six-day-delay-to-shelter-in-place</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1589346976162-MSCG8USM4GZDNNHROWW1/no_sip_delay.png</image:loc>
      <image:title>Phoenix Data Project - How Close Did We Get to a Meltdown (in Round 1)? 6 Days.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1589346943363-8V76RTXB412OTZGI53RY/sip_delayed_by_6_days.png</image:loc>
      <image:title>Phoenix Data Project - How Close Did We Get to a Meltdown (in Round 1)? 6 Days.</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/beautiful-graphs-ugly-news</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/5t6ksyqz3e7pp2qd6b4wicty6qe6q4</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-19</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/basic-ttsi</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-23</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1590190490200-180P19PZTB8AWO6FKQ5F/facebook_live_stream.png</image:loc>
      <image:title>Phoenix Data Project - The TTSI Plan (a.k.a How to &lt;em&gt;Safely &lt;/em&gt;throw a &lt;em&gt;BIG&lt;/em&gt; party in just Two Months) - Facebook Live Video Recording</image:title>
      <image:caption>This webinar discusses the plan and has a lot of great questions and answers.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1590190733724-PSSHFWNS70NXJN304997/pandemic_resilience_maps.png</image:loc>
      <image:title>Phoenix Data Project - The TTSI Plan (a.k.a How to &lt;em&gt;Safely &lt;/em&gt;throw a &lt;em&gt;BIG&lt;/em&gt; party in just Two Months) - Pandemic Resilience Maps</image:title>
      <image:caption>If you want an interactive map, to see where your area stands follow this link.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1589664175693-VMUDAGTHKTOLEWXGJJ3Z/lower_48_map.png</image:loc>
      <image:title>Phoenix Data Project - The TTSI Plan (a.k.a How to &lt;em&gt;Safely &lt;/em&gt;throw a &lt;em&gt;BIG&lt;/em&gt; party in just Two Months)</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1590191098297-DIZULION9DC0TPO057AV/pandemic_resilience_getting_it_done_front_page.png</image:loc>
      <image:title>Phoenix Data Project - The TTSI Plan (a.k.a How to &lt;em&gt;Safely &lt;/em&gt;throw a &lt;em&gt;BIG&lt;/em&gt; party in just Two Months) - Two Whitepapers</image:title>
      <image:caption>Most Recent Whitepaper: If you want to dig deep, this is probably the place to start. Foundational Whitepaper: If you want to understand everything about the COVID-19 Rapid Response Initiative’s ambition, this is the place to start.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1590189919546-YVM7OV8PWPJ2ETJEG7H5/vi_hart_video_screen_shot.png</image:loc>
      <image:title>Phoenix Data Project - The TTSI Plan (a.k.a How to &lt;em&gt;Safely &lt;/em&gt;throw a &lt;em&gt;BIG&lt;/em&gt; party in just Two Months) - Vi Hart Video</image:title>
      <image:caption>For an easy way in start with this Vi Hart video.  Like so much in this pandemic things change quickly and please know that even now it’s a little dated. One of the biggest flaws in the video is the assumption of national action. The authors of the plan have addressed that flaw recently but the video hasn’t been updated.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1589664372178-3YTSXLD6AAV1D2F27YMP/table_of_interventions.png</image:loc>
      <image:title>Phoenix Data Project - The TTSI Plan (a.k.a How to &lt;em&gt;Safely &lt;/em&gt;throw a &lt;em&gt;BIG&lt;/em&gt; party in just Two Months)</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1589925000890-V0FMEJJ666A5AYXS2JE1/resilient_vs_adaptive_response.png</image:loc>
      <image:title>Phoenix Data Project - The TTSI Plan (a.k.a How to &lt;em&gt;Safely &lt;/em&gt;throw a &lt;em&gt;BIG&lt;/em&gt; party in just Two Months)</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1590191567122-N24RGP365YR04AOJDFPY/pandemic_resilience_website.png</image:loc>
      <image:title>Phoenix Data Project - The TTSI Plan (a.k.a How to &lt;em&gt;Safely &lt;/em&gt;throw a &lt;em&gt;BIG&lt;/em&gt; party in just Two Months) - https://www.pandemictesting.org</image:title>
      <image:caption>This is the core website if you want to see everything.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/contact-the-businesses-you-frequent</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1590647456712-XESAT8GXA14PTWFCRF0E/noe_valley_whole_foods.jpg</image:loc>
      <image:title>Phoenix Data Project - Action: Contact the Businesses You Frequent.</image:title>
      <image:caption>This Noe Valley Whole Foods location just had a staff member test positive. Were they asymptomatic or did they ever come in sick? Were they encouraged to take sick leave?</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/contact-your-workplace</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1591423055068-2V25IJ28W9X4LJAAC7MI/00VIRUS-OFFICE7b-mobileMasterAt3x.jpg</image:loc>
      <image:title>Phoenix Data Project - Action: Contact your workplace</image:title>
      <image:caption>The above image was taken from a New York Times article on the potential end of open floor office plans. https://www.nytimes.com/2020/05/04/health/coronavirus-office-makeover.html.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/perspectives-on-the-impact-of-covid-19</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-16</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1591508512139-QO396B2DYOG0L5EZ2J43/rate_of_years_of_life_lost.png</image:loc>
      <image:title>Phoenix Data Project - Perspectives on the impact of COVID-19</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1591508490757-7OBFHXZXMKCJKEAL39ME/years_of_life_lost.png</image:loc>
      <image:title>Phoenix Data Project - Perspectives on the impact of COVID-19</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1591508471185-M4PXUCRITARBKXT40TAK/lives_lost.png</image:loc>
      <image:title>Phoenix Data Project - Perspectives on the impact of COVID-19</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1591510392414-POXGH2M11GNBCC7KUPL1/wars_vs_pandemics.png</image:loc>
      <image:title>Phoenix Data Project - Perspectives on the impact of COVID-19</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/wearing-masks-is-effective</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1592280485233-J2ATUQ42DUAQG0TL3LM0/F3.large.jpg</image:loc>
      <image:title>Phoenix Data Project - Wearing Masks is Effective</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/what-does-asymptomatic-mean</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1592467288375-2L58F878A9RYDJTDCIAD/categorization.png</image:loc>
      <image:title>Phoenix Data Project - What does asymptomatic mean? Takeaways from UCSF’s Mission Study</image:title>
      <image:caption>Previously symptomatic means that the individuals had symptoms prior to being tested but not when they were tested. Pre-symptomatic means individuals had symptoms after being tested but not when they were tested.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1592465238618-4E2FZRBG4Y7PZY8B6TM7/income_comparison.png</image:loc>
      <image:title>Phoenix Data Project - What does asymptomatic mean? Takeaways from UCSF’s Mission Study</image:title>
      <image:caption>Compare the two groups of red circled numbers.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1592465615103-J93JK4Z7XSFP1O5WOG8C/virus_infectiousness_annotated.png</image:loc>
      <image:title>Phoenix Data Project - What does asymptomatic mean? Takeaways from UCSF’s Mission Study</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/d7mswlc1y27qra3fdw5dg4fw579axr</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-09</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/july-2020-where-we-are-at</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-17</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1594430280328-RWH553H9D31OWDV5CK2F/bay_area_vs_nyc.png</image:loc>
      <image:title>Phoenix Data Project - July 2020: Where We Are At</image:title>
      <image:caption>This graph represents the rate of infections in the SF Bay Area and compares this rate to New York City (for reference). It is normalized by the size of both region’s populations to allow you to compare them one atop the other. The graph is on a logarithmic scale, so higher numbers represent a bigger jump than a typical graph.  The shaded triangles represent possible trajectories for the future with the dashed line representing the most likely trajectory.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/a-rant-about-testing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1594970441778-3N4IW9THWAOBPESD0WZT/IMG_7073.jpeg</image:loc>
      <image:title>Phoenix Data Project - A Rant About Testing</image:title>
      <image:caption>A picture of myself getting tested for COVID-19 the first time back at the end of April. Testing has gotten a lot more comfortable and easier to get since then.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1594969210653-WLM4GDRFA9PX6TEZB3IY/july_4th_testing.png</image:loc>
      <image:title>Phoenix Data Project - A Rant About Testing</image:title>
      <image:caption>During the July 4th weekend highlighted in orange the number of tests run was abnormally low and the percentage of tests that came back positive was abnormally high.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/contact-tracing-sfchronicle</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-23</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1595313242811-USJJI8N6UO6TZSS7JUSP/sf_chronicle_contact_tracing_article.png</image:loc>
      <image:title>Phoenix Data Project - Contact Tracing Article in SF Chronicle</image:title>
      <image:caption>This picture is from an earlier (more optimistic) SF Chronicle article on contact tracing.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/about-scientific-debate-and-uncertainty</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-08-02</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1595483589598-IQ6HTZIO5ZRUPPCKVIW3/crystal_in_fog_for_uncertainty.jpg</image:loc>
      <image:title>Phoenix Data Project - About scientific debate and uncertainty</image:title>
      <image:caption>The crystallization of knowledge out of the fog of uncertainty.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/contact-tracing-is-broken</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-08-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1596569967898-3NIEGJ12F3EB0JTP5936/absolute_transmission_numbers.png</image:loc>
      <image:title>Phoenix Data Project - Contact tracing is broken in SF.  Which means we’re losing the fight. Which doesn’t bode well for the rest of the US.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1596565297355-8ZFTHI52THAIVAL531BM/transmission_category.png</image:loc>
      <image:title>Phoenix Data Project - Contact tracing is broken in SF.  Which means we’re losing the fight. Which doesn’t bode well for the rest of the US.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1596561159869-TH84OWNYCLLANRYGF3QL/sf_named_contacts_tracing.png</image:loc>
      <image:title>Phoenix Data Project - Contact tracing is broken in SF.  Which means we’re losing the fight. Which doesn’t bode well for the rest of the US.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1596565256040-88DAPXRWRQSIKFQIIYWE/contact_tracing_loop_simple.png</image:loc>
      <image:title>Phoenix Data Project - Contact tracing is broken in SF.  Which means we’re losing the fight. Which doesn’t bode well for the rest of the US.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1596560393079-AFD4XX3Y1DZGBNJKI0QC/santa_clara_testing_turn_around_time.png</image:loc>
      <image:title>Phoenix Data Project - Contact tracing is broken in SF.  Which means we’re losing the fight. Which doesn’t bode well for the rest of the US.</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/dataset-excavation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-09-02</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1596569967898-3NIEGJ12F3EB0JTP5936/absolute_transmission_numbers.png</image:loc>
      <image:title>Phoenix Data Project - An archeological dig into a dataset and what that tells us about the state of testing and contact tracing in San Francisco.</image:title>
      <image:caption>The thin lines above the thick lines roughly indicate the amount of uncertainty in the thick line. They are the totals that occur when you add all of the unknown case categorizations to either the community spread, in the case of the red line, or add all the unknowns to the known case categorizations in the case of the blue line.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1596565678673-4BLFMPY42KE0N0ZW37NU/sf_cases_transmission_category.png</image:loc>
      <image:title>Phoenix Data Project - An archeological dig into a dataset and what that tells us about the state of testing and contact tracing in San Francisco.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1596565413875-19X1MRH3VFRKBTTSRTBC/transmission_category.png</image:loc>
      <image:title>Phoenix Data Project - An archeological dig into a dataset and what that tells us about the state of testing and contact tracing in San Francisco.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1596569998243-OPY82OM2BVUL09PEMSX3/absolute_transmission_numbers_simple.png</image:loc>
      <image:title>Phoenix Data Project - An archeological dig into a dataset and what that tells us about the state of testing and contact tracing in San Francisco.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1596566941287-48L34CQ3H4FOM2BTWG6I/contact_tracing_delays.png</image:loc>
      <image:title>Phoenix Data Project - An archeological dig into a dataset and what that tells us about the state of testing and contact tracing in San Francisco.</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/annotated-spread-race-ethnicity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-10-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1599194862771-TM5KSAHHDXKSMI48E58I/race_and_ethnicity_time_series.png</image:loc>
      <image:title>Phoenix Data Project - Annotated spread of COVID-19 through race and ethnicity.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1599174291560-Z933ERIQF4W3E14RUY4B/image-asset.png</image:loc>
      <image:title>Phoenix Data Project - Annotated spread of COVID-19 through race and ethnicity.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1599174531397-PMWGHMGKMID6S18L9QYL/ratios.png</image:loc>
      <image:title>Phoenix Data Project - Annotated spread of COVID-19 through race and ethnicity.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1599195900071-60498G6D4FI01GOYJVWM/race_and_ethnicity_proportions_time_series.png</image:loc>
      <image:title>Phoenix Data Project - Annotated spread of COVID-19 through race and ethnicity.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1599192551032-YV7LT5FCXAS1BKKX2TPK/race_and_ethnicity_time_series_blow_up_annotated.png</image:loc>
      <image:title>Phoenix Data Project - Annotated spread of COVID-19 through race and ethnicity.</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/weekend-testing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-11-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1602049664553-4GDOOVVFG8CGUO68X3AD/positivity_rate_colorized.png</image:loc>
      <image:title>Phoenix Data Project - We Should Test More on the Weekends.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1602029454663-70EM2LXE02OZ08COI46H/sf_testing_chart.png</image:loc>
      <image:title>Phoenix Data Project - We Should Test More on the Weekends.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1602049281423-F7VWTLK41CQGPBDOA2AT/sf_positivity_rate_chart.png</image:loc>
      <image:title>Phoenix Data Project - We Should Test More on the Weekends.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1602051123053-XQS0JN7X3H84TLNK6FMY/annotated_scatter_plot.png</image:loc>
      <image:title>Phoenix Data Project - We Should Test More on the Weekends.</image:title>
      <image:caption>This plot shows that San Francisco finds proportional more COVID-19 cases on the weekends than the weekdays.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/winter-is-coming</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-11-19</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1604904433263-A20EKQZD8OJMH8DSSL8I/combined_image.png</image:loc>
      <image:title>Phoenix Data Project - Winter is coming- what social distancing should look like.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1604905478017-U8U1GECYRR2F0MWBUBVU/annotated_curve.png</image:loc>
      <image:title>Phoenix Data Project - Winter is coming- what social distancing should look like.</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/a-better-dance-with-covid-19</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-04</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1605770045207-JPQDZF4PE3WBLKH3MXAA/a_dance_with_the_virus_annotated.png</image:loc>
      <image:title>Phoenix Data Project - A better dance with COVID-19</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/risk-as-a-budget</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-04</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/now-cast-methodology-redux</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-03-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1615790241855-ZDC2EYL342GCU03X66EB/multiplicative_factors_2021_03_14_annotated.png</image:loc>
      <image:title>Phoenix Data Project - Explaining the Now-cast, redux.</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1615788607343-PUC7RFC96ARHW87KXEVP/now_cast_2021_03_14_annotated.png</image:loc>
      <image:title>Phoenix Data Project - Explaining the Now-cast, redux.</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/where-did-we-go-wrong</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-02-28</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/momentum-in-metrics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-02-28</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/the-fourth-wave</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-03-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1615180792949-OS8GJN7RB3MJGK3BD63T/fourth_wave_only_annotated.png</image:loc>
      <image:title>Phoenix Data Project - San Francisco’s Three Waves and the potential for a Fourth Wave</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1615176767159-1GFDW83UC8TJ9MISL1IS/peat_three_waves_cases_annotated_for_mission_local.png</image:loc>
      <image:title>Phoenix Data Project - San Francisco’s Three Waves and the potential for a Fourth Wave</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1615182287616-Y2685G7EEN2HZLCSV4JF/fourth_wave_annotated.png</image:loc>
      <image:title>Phoenix Data Project - San Francisco’s Three Waves and the potential for a Fourth Wave</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/indian-wave</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-04-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1619674796384-PBHP46KGIJDO6TFF8Q82/combined_images.png</image:loc>
      <image:title>Phoenix Data Project - The Indian wave started on February 19th.</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/why-vaccination-is-so-important</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-07-01</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1619415135397-0Y3YWP9LVG0K2KN5NJGU/second_dose_vaccination.jpg</image:loc>
      <image:title>Phoenix Data Project - Why vaccination is so important. Answered in questions.</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/the-delta-news</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-07-18</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1626157767472-5R31MJMONRGSVUUEKMB7/vaccinations_2021_05_12.png</image:loc>
      <image:title>Phoenix Data Project - The Delta News. - 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>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1626300917053-QWP68K2KOVC2X0KHMXO5/delta_virus.png</image:loc>
      <image:title>Phoenix Data Project - The Delta News.</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/fall-2021-where-i-am-at</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-12-08</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1635984317603-Y5CN4U9QDKGKP9FZCRW0/UES+Update-LTF+Oct+25+.001.png</image:loc>
      <image:title>Phoenix Data Project - Fall 2021: Where I Am At</image:title>
      <image:caption>Slide from UCSF presentation to the Latino Task Force on Monday October 24th which shows the clear effectiveness of booster shots in Israel at keeping people from getting COVID-19 and keeping them out of the hospital if they do get COVID-19.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/some-good-news</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-12-08</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1638948823096-LFG3ATLDXS9CP34R93QK/blip_not_there_annotated.png</image:loc>
      <image:title>Phoenix Data Project - Some good news</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/march-2022-where-im-at</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-03-12</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1646893669468-WZWIO7321B65VVY112TG/comparing_waves_1_to_5.png</image:loc>
      <image:title>Phoenix Data Project - Where I’m at March 2022 Edition</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/category/Others</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/category/Our+Data+Focus</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/category/Actions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/category/Data+Literacy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/category/Practical+Advice</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/category/action</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/category/Data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/category/Political</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/category/Diary</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/category/fun</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/Congress</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/trump</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/visualization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/bailouts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/log</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/simulation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/numbers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/doubling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/global</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/shelter+in+place</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/video</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/social+distancing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/preparation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/states</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/epidemiology</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/graphs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/transmission</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/lockdown</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/our+world+in+data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/hospital</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/ArcGIS</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/stories</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/maps</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/work</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/testing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/health</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/chengdu</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/er</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/food</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/social+distance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/aftermath</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/tufte</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/doctor</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/china</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/endgame</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/fun</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blog/tag/hoarding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/contact</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-03-26</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584894638855-DUCSD5TOSB3STNZVHKJA/peat_with_kittens.jpg</image:loc>
      <image:title>About Us</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/about</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-03-20</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/political</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-03-29</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/practical-advice</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-03-23</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/olddatapage</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-03-22</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584809476379-KSS6JEY7WU7M405QBS9G/projections.png</image:loc>
      <image:title>Old Data Page</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/homereallyold</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-03-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584836652783-IRAIF0TLLPL5YF691UZU/basic_linear_vs_exponential.png</image:loc>
      <image:title>Really Old Home</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/diary</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-03-22</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1584679454087-9QRND9TLN8I1K3Y28LV4/linear_vs_exponential_thinking.png</image:loc>
      <image:title>Diary</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/insightyouvsthecurve</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-03-30</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585172997991-NGP6M1KZGX8B1H6D8UZ0/basic_linear_vs_exponential.png</image:loc>
      <image:title>insight_you_vs_the_curve</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/flattening-and-goals</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-03-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585432226249-VEZCVNVCA0OJJ6ULCZJC/simple_overload_sir_model_3_6_days.png</image:loc>
      <image:title>Flattening and Goals</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585432250621-XW9KTB724ZDGUNFK1LOR/simple_overload_sir_model_3_6_days_just_icu_and_deaths.png</image:loc>
      <image:title>Flattening and Goals</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/exponential-curves-are-still-exponential-curves</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-04-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585441297998-EZMLRSO9O2PFSQGLAEAF/trio_plot_w_probability.png</image:loc>
      <image:title>global_local_personal</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585457021105-EMQFGVT54M7S9FCDJ7PR/personal_epidemic_annotated.png</image:loc>
      <image:title>global_local_personal</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/data</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-04-29</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/homeold</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-06-17</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/dashboard-action</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-04-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585702808669-9HP6SZV079JY7V4PEI0I/sonoma_dashboard.png</image:loc>
      <image:title>Dashboard Action</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585702841102-00HQUS9MY02TR7GPCE30/napa_dashboard.png</image:loc>
      <image:title>Dashboard Action</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/home</loc>
    <changefreq>daily</changefreq>
    <priority>1.0</priority>
    <lastmod>2020-07-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586147800271-IQM614LMWB3VF8V6SGL5/xkcd_recurring_nightmare.png</image:loc>
      <image:title>Home - Some Links for Fun</image:title>
      <image:caption>Links to Coronavirus humor that we enjoy like the XKCD web comic pictured.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587161728827-UP0ILDIFAJ9MNI9Y1MS9/tool_link.png</image:loc>
      <image:title>Home - Tools</image:title>
      <image:caption>Our county level case tracker is here with animation. Also we’ve got a number of posts about data literacy and how to spot quality information.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586155271672-45KYB2PFGWQBRPMYD7MX/mask_to_doctor.png</image:loc>
      <image:title>Home - How to Take Action</image:title>
      <image:caption>Thoughts and many links about the ways you can take action to help yourself and others during this pandemic. (I could really use some help on this page. These links haven’t been updated in a while.)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587188043212-15Q600DAD69DI16F1BUQ/others_image.png</image:loc>
      <image:title>Home - Others</image:title>
      <image:caption>The following page has lots of additional information and analysis from other sources.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586153665266-W89VRCP4020M6EP5TA7R/insights_data_presentation.png</image:loc>
      <image:title>Home - Our Data Interpretations</image:title>
      <image:caption>The information we think you should be paying attention to and our interpretations of it.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1590192361665-E3EOV7R19UQA0NKUIPFX/tightrope_collage.png</image:loc>
      <image:title>Home - Five Key Insights</image:title>
      <image:caption>One of the missions of The Phoenix Data Project is education and some of the actions I call for may seem radical, so let’s get on the same page about this epidemic - where it’s been and where its headed.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/insights</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-05-23</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1585172997991-NGP6M1KZGX8B1H6D8UZ0/basic_linear_vs_exponential.png</image:loc>
      <image:title>Insights</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1590192361665-E3EOV7R19UQA0NKUIPFX/tightrope_collage.png</image:loc>
      <image:title>Insights</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586152272292-5XSDUU2CFMMB2AGJ98BL/insights_data_presentation.png</image:loc>
      <image:title>Insights</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/county-level-covid-19</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-05-22</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/italian-timeline</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-04-05</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/fun</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-07-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586147800271-IQM614LMWB3VF8V6SGL5/xkcd_recurring_nightmare.png</image:loc>
      <image:title>Fun</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1586146869320-2ZDV95V552MD7PED3JUV/xkcd_scenario_4.png</image:loc>
      <image:title>Fun</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/county-data-test</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-04-11</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/action</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/others</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-11-30</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/italian-timeline-esther</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-04-23</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/tools</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-08-31</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1595570045524-7A79QN0DJU1XU847Q8AL/screen_shot_of_currentpatterns_covid_compare.png</image:loc>
      <image:title>Tools</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1587103413102-SO9BER6YEJ72F6DH54D5/county_level_tracking_animation.png</image:loc>
      <image:title>Tools</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/daily-county</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-05-21</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/insight-not-health-vs-economy</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-05-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1589929529677-57X2Z1YRHSNE4VNWBENP/tightrope_collage.jpg</image:loc>
      <image:title>Insight not  health vs economy</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/cumulative-county-data</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-06-28</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/daily-county-data</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-06-28</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/hospitalization-data</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-07-15</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/mathematica</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-06-17</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/blm</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-07-21</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/dash</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-07-14</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1657838570894-TDNAY5MW0DNGZM7DF9FY/overlay_of_wastewater_and_variants.png</image:loc>
      <image:title>Dash - Make it stand out</image:title>
      <image:caption>This is an overlay of SF westside wastewater data on top of variant prevalence data from June. You can see how BA.5 is driving even more COVID-19.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1657774548687-6225J071PC4RGKV1JXSL/sf_wastewater_2022_07_13_westside.png</image:loc>
      <image:title>Dash</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1657774580622-046C9SX9GRY9TWBWU398/sf_wastewater_2022_07_13_eastside.png</image:loc>
      <image:title>Dash - 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>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1655185480588-MNO6KZFTOAOVSO69KZC5/ltf_presentation_2022_06_13_emerging_variants.png</image:loc>
      <image:title>Dash</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1657774960247-OLKZQSXM4BR9LJDU6MY8/sf_hospitalization_2022_07_13.png</image:loc>
      <image:title>Dash</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/footprint-exercise</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-05-27</lastmod>
  </url>
  <url>
    <loc>https://www.phoenixdataproject.org/tannoury-footprint</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-09-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e7306e68c46e50fd10c6235/1622086975855-FSOVRDIFI3FW4BMJPDE7/tannoury_footprint_spring_2021.png</image:loc>
      <image:title>tannoury footprint - 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>
  </url>
</urlset>

