{"id":336,"date":"2020-11-12T11:47:04","date_gmt":"2020-11-12T19:47:04","guid":{"rendered":"http:\/\/hardythoughts.com\/?p=336"},"modified":"2020-11-12T11:47:04","modified_gmt":"2020-11-12T19:47:04","slug":"accelerating-into-the-holidays","status":"publish","type":"post","link":"http:\/\/hardythoughts.com\/index.php\/2020\/11\/12\/accelerating-into-the-holidays\/","title":{"rendered":"Accelerating into the Holidays"},"content":{"rendered":"\n<p>I spent the last couple of days revamping my data setup.&nbsp; I\u2019m now pulling from a more informative data set that lets me drill down to the county level and adjust by population.&nbsp; My charts may look slightly different but should be recognizable to those who are used to seeing them.<\/p>\n\n\n\n<p>Cases continue to skyrocket.&nbsp; The last two day have been over 140,000 and the 7 day average now stands at 127,474.&nbsp; A week ago, the 7 day average was 94,453, so over the past week we have seen a 35% increase in case rates.&nbsp; The previous week saw a 27% increase, so we are continuing to accelerate rapidly.<\/p>\n\n\n\n<p>Deaths are starting to skyrocket also.&nbsp; 2005 deaths were reported yesterday, though this includes a spike in Georgia that looks like it may be reporting some deaths that occurred earlier.&nbsp; Adjusting for that spike brings the daily deaths down to 1532 yesterday for a 7-day average of 1070 deaths per day.&nbsp; This is a 24% increase over the last week.&nbsp; The previous week saw only a 9% increase.&nbsp; Deaths are really starting to accelerate.<\/p>\n\n\n\n<p>Here is the national graph starting March 1 to give an idea of how the stats compare to earlier surges..&nbsp; Keep in mind that it includes the Georgia spike on the death line.&nbsp;&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/lh3.googleusercontent.com\/-vVFenwZa3vaWEnVxaBsUo5gJOy6EcjXyOiV4V7PhgKbL2mzQEBjAfFwBKPMvYcaVaUabpw_0kt2mG6Pi2rNcUHkiq82uCQWaRzJqxjJcM-K0ig5_Ta1cGEWdoGgeX5snn1agPPs\" alt=\"\"\/><\/figure>\n\n\n\n<p>There\u2019s simply no way to spin these numbers as good.&nbsp; Reports have started coming in about hospital systems being overwhelmed.&nbsp; For example, North Dakota has started allowing COVID-infected nurses to continue working as they would otherwise not have adequate staffing.<\/p>\n\n\n\n<p>Infections continue to be centered on the Dakotas.&nbsp; Here is a map showing 7-day average cases per 100k population.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/lh3.googleusercontent.com\/u_B3YPl71CqO68Wvd5KhS9ZPBAseSXHBhT4X43YATg2WJMoU3Qqbqj4KxHZ9REWmMY3abrKA_k9jpBR3J7dKwL8-ssm8Tmk-cgnvsDiNBERpjTiN2ft8l0FkANmdaimXgxFZ7Miu\" alt=\"\"\/><\/figure>\n\n\n\n<p>I want to highlight that even the lightly shaded states are not doing that well.&nbsp; For example, Vermont has the lowest per capita rate in the nation.&nbsp; Nonetheless, yesterday it reported its highest number of cases ever.&nbsp; Washington has a comparatively low rate of 16 per 100,000 population, but here is what its graph looks like.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/lh3.googleusercontent.com\/PQj6R6OhKNAQMTuUohP103yBad36UuNQnhZPtrq_dyw2ztZP9ly2k0h6IPnCQD3G9PDL69k96ssHcbEvTPn07myhgsxntHeoQa-xtDED7kTMBiu0laUVT0mfvP75_xzH1tFFAlRi\" alt=\"\"\/><\/figure>\n\n\n\n<p>Compared to other states at the moment, Washington is less hard hit, but it\u2019s still harder hit than in either of the prior surges.&nbsp;<\/p>\n\n\n\n<p>There are now 39 states with a 7-day average of more than 1000 cases per day.&nbsp; Here is a list of each state and their 7 day average.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/lh5.googleusercontent.com\/s58oAL2mTui4uBlvz5rPsMsLjUifKaMDNNZ3kmMisOZhhqmn-hpf95g5VkmiaCyahW-5emla2BUzeals1sbeJD6DEwxy-Y0x43k3mKWwIBDygdmrfbWK50TwrFH6ri8z-NV_ZF1a\" alt=\"\"\/><\/figure>\n\n\n\n<p>Finally, just to highlight that I now have access to county level data, here is the graph for my home county of Snohomish in Washington.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/lh4.googleusercontent.com\/Ma946fuWaETKsq0ELrfk_ba6WOsjLXCQ395-G-h2HRN7X9cvc8-mhd-qTr9rpOKEwznnDrBQUPglHk91zMp6q42lTm-TC-LoH8Px6bphLaB1hl6WUNlJEoCoJR9vhLIEVkwsbQG9\" alt=\"\"\/><\/figure>\n\n\n\n<p>I\u2019m still working on how best to incorporate this data and also how to best access data on hospitalizations.&nbsp; I\u2019m happy to take inquiries and suggestions about data presentation in the comments.<\/p>\n\n\n\n<p>To wrap up.&nbsp; Things are very bad and getting worse.&nbsp; As we head into the holiday season, cases and deaths are both surging.&nbsp; Hospital systems in some locations are beginning to be overwhelmed.&nbsp; It\u2019s 6 weeks until Christmas.&nbsp; Even at current rates more than 45,000 people will die of COVID between now and then.&nbsp; At the rate we are accelerating, the number will be far higher.&nbsp; Each of those deaths is a family member who will now be missing from whatever holiday the family celebrates this season.<\/p>\n\n\n\n<p>Stay safe.&nbsp; Be kind to others and help them stay safe also.&nbsp;&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I spent the last couple of days revamping my data setup.&nbsp; I\u2019m now pulling from a more informative data set that lets me drill down to the county level and adjust by population.&nbsp; My charts may look slightly different but should be recognizable to those who are used to seeing them. Cases continue to skyrocket.&nbsp; [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[5],"tags":[],"_links":{"self":[{"href":"http:\/\/hardythoughts.com\/index.php\/wp-json\/wp\/v2\/posts\/336"}],"collection":[{"href":"http:\/\/hardythoughts.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/hardythoughts.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/hardythoughts.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/hardythoughts.com\/index.php\/wp-json\/wp\/v2\/comments?post=336"}],"version-history":[{"count":1,"href":"http:\/\/hardythoughts.com\/index.php\/wp-json\/wp\/v2\/posts\/336\/revisions"}],"predecessor-version":[{"id":337,"href":"http:\/\/hardythoughts.com\/index.php\/wp-json\/wp\/v2\/posts\/336\/revisions\/337"}],"wp:attachment":[{"href":"http:\/\/hardythoughts.com\/index.php\/wp-json\/wp\/v2\/media?parent=336"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/hardythoughts.com\/index.php\/wp-json\/wp\/v2\/categories?post=336"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/hardythoughts.com\/index.php\/wp-json\/wp\/v2\/tags?post=336"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}