{"id":17694,"date":"2020-03-20T16:24:24","date_gmt":"2020-03-20T16:24:24","guid":{"rendered":"https:\/\/rbsitsoftwaresolution.com\/blog\/tracking-the-real-us-coronavirus-testing-numbers-with-open-source.html"},"modified":"2020-03-20T16:24:24","modified_gmt":"2020-03-20T16:24:24","slug":"tracking-the-real-us-coronavirus-testing-numbers-with-open-source","status":"publish","type":"post","link":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/tracking-the-real-us-coronavirus-testing-numbers-with-open-source.html","title":{"rendered":"Tracking the real US coronavirus testing numbers with open source"},"content":{"rendered":"<p>                                                                                                                                                    <span class=\"img \"><\/span><\/p>\n<p>\t<span>Coronavirus: Uncertainty all around<\/span><br \/>\n\t<span>Coronavirus has descended on the world with unnerving suddenness, and it&#8217;s dramatically changing the way we live and work. Read more: https:\/\/zd.net\/2Qk7kr7<\/span><\/p>\n<p>Want to know something scary? We really don&#8217;t even know how many people have been tested for the\u00a0<span class=\"link\"><a href=\"javascript:void(0)\">coronavirus,<\/a><\/span>\u00a0never mind how many have it. Despite the <a href=\"javascript:void(0)\">Trump administration&#8217;s promise of millions of tests<\/a> and President Donald <a href=\"javascript:void(0)\">Trump&#8217;s claims that anyone can get tested for COVID-19<\/a>, it&#8217;s clear there&#8217;s still not enough tests available.\u00a0<\/p>\n<h3 class=\"heading\">\n\t\t<span class=\"int\">latest developments<\/span><br \/>\n\t<\/h3>\n<p>                                                                                                            <span class=\"img \"><\/span><\/p>\n<p>                    <\/a><\/p>\n<p class=\"title\">\n<p>                        Coronavirus: Business and technology in a pandemic<br \/>\n                    <\/a>\n                <\/p>\n<p class=\"dek\">From cancelled conferences to disrupted supply chains, not a corner of the global economy is immune to the spread of  COVID-19.<\/p>\n<p class=\"read-more\">\n                Read More\n            <\/p>\n<p>Fortunately, researchers and <a href=\"javascript:void(0)\"><em>Atlantic <\/em>writers<\/a> are pulling together data from numerous sources and using open-source software to give us the most accurate possible numbers on those tested, those found to be ill, and those who haven&#8217;t gotten it.\u00a0<\/p>\n<p>Isn&#8217;t this the job of the <a href=\"javascript:void(0)\">gutted Centers for Disease Control (CDC)<\/a>? Yes. But, with insufficient resources, thanks to <a href=\"javascript:void(0)\">Trump&#8217;s CDC budget cuts<\/a>, it&#8217;s no longer trying.\u00a0<\/p>\n<p>The CDC US coronavirus site states:\u00a0<\/p>\n<blockquote>\n<p>&#8220;<a href=\"javascript:void(0)\">CDC is no longer reporting the number of persons under investigation<\/a> (PUIs) that have been tested, as well as PUIs that have tested negative. Now that states are testing and reporting their own results, CDC&#8217;s numbers are not representative of all testing being done nationwide.&#8221;\u00a0<\/p>\n<\/blockquote>\n<p>If it&#8217;s not tracking the numbers, then who is? Open-source developers and allies &#8212; with <a href=\"javascript:void(0)\">The Covid Tracking Project<\/a>.<\/p>\n<p>The project collects information from all 50 US states, the District of Columbia, and five other US territories to provide the most comprehensive testing data it can collect for the novel coronavirus, SARS-CoV-2. It attempts to include positive and negative results, pending tests, and total people tested for all of them.\u00a0<\/p>\n<p>It&#8217;s not perfect.\u00a0 Besides, with the CDC is no longer sharing complete testing data, each state and region are doing it their own way.\u00a0<\/p>\n<section class=\"sharethrough-top\" data-component=\"medusaContentRecommendation\" data-medusa-content-recommendation-options=\"{promo:promo_zd_recommendation_sharethrough_top_in_article_desktop,spot:dfp-in-article}\">\n<\/section>\n<p>The developers explain:<\/p>\n<blockquote>\n<p>&#8220;The information is patchy and inconsistent, so we&#8217;re being transparent about what we find and how we handle it &#8212; the spreadsheet includes our live comments about changing data and how we&#8217;re working with incomplete information.&#8221;<\/p>\n<\/blockquote>\n<p>They also have <a href=\"javascript:void(0)\">Best Practices suggestions on how the data should be reported<\/a>. Hopefully, the state health departments will follow their guidelines.\u00a0<\/p>\n<p>The program itself uses Ruby to crawl state websites and update data at <a href=\"javascript:void(0)\">coronavirus (COVID-19) testing data<\/a>. The <a href=\"javascript:void(0)\">API is wrapped in R<\/a>, a statistical computing language.<\/p>\n<p>If you want to see the data for yourself, it&#8217;s available both as <a href=\"javascript:void(0)\">raw data on a Google spreadsheet<\/a> or in <a href=\"javascript:void(0)\">JSON and CSV so you can work with it via an API<\/a>.<\/p>\n<p>Now, more than ever, we need real hard data as we face an increasingly dangerous and uncertain world. Thanks are owed for these individuals standing up to do the work when our government fails us.\u00a0<\/p>\n<p>And what are the results? As of the afternoon of March 19, there have been\u00a0<a href=\"javascript:void(0)\">103,945 total COVID-19 tests reported<\/a>. Of those, 11,723 people were infected, 89,197 were not infected, 3,025 are still awaiting results, and 160 have died.<\/p>\n<p>Article source: https:\/\/www.zdnet.com\/article\/tracking-the-real-us-coronavirus-testing-numbers-with-open-source\/#ftag=RSSbaffb68<\/p>","protected":false},"excerpt":{"rendered":"<p>Coronavirus: Uncertainty all around Coronavirus has descended on the world with unnerving suddenness, and it&#8217;s dramatically changing the way we live and work. Read more: https:\/\/zd.net\/2Qk7kr7 Want to know something <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[31],"tags":[34],"class_list":["post-17694","post","type-post","status-publish","format-standard","hentry","category-linux-updates","tag-linux-updates"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"Coronavirus: Uncertainty all around Coronavirus has descended on the world with unnerving suddenness, and it&#039;s dramatically changing the way we live and work. 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Despite the Trump administration's promise of","twitter:image":"https:\/\/i0.wp.com\/www.rbsitsoftwaresolution.in\/blog\/wp-content\/uploads\/2019\/01\/logo.png?fit=94%2C59&ssl=1"},"aioseo_meta_data":{"post_id":"17694","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"Article","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2023-07-15 09:41:09","updated":"2026-09-26 16:25:55","focus_keyword":null,"additional_keywords":null,"truseo_locale":null,"seo_analyzer_scan_date":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.rbsitsoftwaresolution.in\/blog\/\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">\u00bb<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.rbsitsoftwaresolution.in\/blog\/category\/linux-updates\" title=\"Linux Updates\">Linux Updates<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">\u00bb<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tTracking the real US coronavirus testing numbers with open source\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/"},{"label":"Linux Updates","link":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/category\/linux-updates"},{"label":"Tracking the real US coronavirus testing numbers with open source","link":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/tracking-the-real-us-coronavirus-testing-numbers-with-open-source.html"}],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p7WU2O-4Bo","jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/wp-json\/wp\/v2\/posts\/17694","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/wp-json\/wp\/v2\/comments?post=17694"}],"version-history":[{"count":0,"href":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/wp-json\/wp\/v2\/posts\/17694\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/wp-json\/wp\/v2\/media?parent=17694"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/wp-json\/wp\/v2\/categories?post=17694"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/wp-json\/wp\/v2\/tags?post=17694"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}