{"id":3000020402,"date":"2020-09-25T11:22:00","date_gmt":"2020-09-25T15:22:00","guid":{"rendered":"https:\/\/www.wework.com\/ideas\/?p=3000020402"},"modified":"2024-06-12T13:46:52","modified_gmt":"2024-06-12T17:46:52","slug":"the-data-scientist-with-a-clear-vision-for-clean-water","status":"publish","type":"post","link":"https:\/\/www.wework.com\/ideas\/community-stories\/member-spotlight\/the-data-scientist-with-a-clear-vision-for-clean-water","title":{"rendered":"The data scientist with a clear vision for clean water"},"content":{"rendered":"\n<p><em>Black business owners and workers too often face systemic biases: from underrepresentation in the boardroom to higher rates of unemployment. In <\/em><strong><em><a href=\"https:\/\/www.wework.com\/ideas\/tag\/black-owned-and-proud\">Black-Owned and Proud<\/a><\/em><\/strong><em>, we profile innovative Black entrepreneurs building businesses and bringing much-needed change to the face of enterprise.<\/em><\/p>\n\n\n\n<p>Doll Avant was researching the water crisis in Flint, Michigan, in 2016, as CEO of Water Transit Solutions when her father was diagnosed with diabetes. A former NASA statistician and recording artist, her dad was an influential figure in Avant\u2019s life\u2014from him, she inherited her left-right brain merge, Avant, a data scientist and singer, says.&nbsp;&nbsp;<\/p>\n\n\n\n<p>What especially troubled Avant was that neither her dad\u2019s diet nor his lifestyle had changed before the diagnosis. But then she found a study that linked the level of arsenic in the local drinking water to a host of health complications. There wasn\u2019t a clear link to her father\u2019s sickness, but the discovery got her thinking.<\/p>\n\n\n\n<p>\u201cThat\u2019s when it became personal to me,\u201d she said. \u201cI wondered: How many people are exposed to chemicals because they&#8217;re in their water?\u201d&nbsp;<\/p>\n\n\n\n<p>Avant\u2019s father passed away in June 2017 due to kidney complications. (Avant declined to state the name of the town where he lived so as not to denounce one municipality, but rather to draw attention to the pervasiveness of water quality issues. She discovered that there are <a href=\"https:\/\/www.youtube.com\/watch?v=V-aX91N4qXQ\">over 3,000 locations in the U.S.<\/a> with more lead in their water than in Flint.) Two weeks after her father\u2019s funeral, she launched her company, <a href=\"https:\/\/aquagenuity.com\/\">Aquagenuity<\/a>, to provide consumers with information on water quality across the country.<\/p>\n\n\n\n<p>\u201cAfter Flint, people were marching in the streets and treating it like a political problem,\u201d Avant says. \u201cBut I\u2019m a data scientist. I saw this as a data problem, as well as a problem of inequity and class. 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You can unsubscribe at any time by using the link at the end of each email.\",\"key\":\"i_would_like_wework_to_send_me_offers_and_other_communications_1557772665629\",\"type\":\"checkbox\",\"created_at\":\"2019-05-13 18:40:00\",\"label_pos\":\"right\",\"required\":\"\",\"container_class\":\"gdpr-container\",\"element_class\":\"\",\"manual_key\":true,\"admin_label\":\"\",\"help_text\":\"\",\"default_value\":\"unchecked\",\"checked_value\":\"true\",\"unchecked_value\":\"false\",\"drawerDisabled\":false,\"field_label\":\"I would like WeWork to send me exciting offers and other communications about WeWork\",\"field_key\":\"i_would_like_wework_to_send_me_exciting_offers_and_other_communications_about_wework_1554739399659\",\"checked_calc_value\":\"\",\"unchecked_calc_value\":\"\",\"wrap_styles_show_advanced_css\":0,\"label_styles_show_advanced_css\":0,\"element_styles_show_advanced_css\":0,\"cellcid\":\"c4218\",\"wrap_styles_border\":\"\",\"wrap_styles_width\":\"\",\"wrap_styles_margin\":\"\",\"wrap_styles_padding\":\"\",\"wrap_styles_float\":\"\",\"label_styles_border\":\"\",\"label_styles_width\":\"\",\"label_styles_font-size\":\"\",\"label_styles_margin\":\"\",\"label_styles_padding\":\"\",\"label_styles_float\":\"\",\"element_styles_border\":\"\",\"element_styles_width\":\"\",\"element_styles_font-size\":\"\",\"element_styles_margin\":\"\",\"element_styles_padding\":\"\",\"element_styles_float\":\"\",\"id\":25,\"beforeField\":\"\",\"afterField\":\"\",\"value\":\"\",\"parentType\":\"checkbox\",\"element_templates\":[\"checkbox\",\"input\"],\"old_classname\":\"\",\"wrap_template\":\"wrap\"},{\"objectType\":\"Field\",\"objectDomain\":\"fields\",\"editActive\":false,\"order\":10,\"idAttribute\":\"id\",\"type\":\"html\",\"label\":\"\",\"default\":\"<p>By clicking the button below, you agree to our&nbsp;<a href=\\\"https:\\\/\\\/www.wework.com\\\/legal\\\/terms-of-service\\\" target=\\\"_blank\\\" style=\\\"font-size: 13.3333px;\\\">Terms of Service<\\\/a>&nbsp;and acknowledge our&nbsp;<a href=\\\"https:\\\/\\\/www.wework.com\\\/legal\\\/global-privacy-policy\\\" style=\\\"font-size: 13.3333px;\\\">Global Privacy Policy<\\\/a>.<\\\/p>\",\"container_class\":\"width 100\",\"element_class\":\"width 100\",\"wrap_styles_border\":\"\",\"wrap_styles_width\":\"100%\",\"wrap_styles_margin\":\"\",\"wrap_styles_padding\":\"\",\"wrap_styles_float\":\"\",\"wrap_styles_show_advanced_css\":1,\"label_styles_border\":\"\",\"label_styles_width\":\"\",\"label_styles_font-size\":\"\",\"label_styles_margin\":\"\",\"label_styles_padding\":\"\",\"label_styles_float\":\"\",\"label_styles_show_advanced_css\":0,\"element_styles_border\":\"\",\"element_styles_width\":\"100%\",\"element_styles_font-size\":\"\",\"element_styles_margin\":\"\",\"element_styles_padding\":\"\",\"element_styles_float\":\"\",\"element_styles_show_advanced_css\":0,\"cellcid\":\"c4221\",\"key\":\"html_1588257629816\",\"drawerDisabled\":false,\"wrap_styles_border-style\":\"\",\"wrap_styles_display\":\"\",\"admin_label\":\"\",\"id\":131,\"beforeField\":\"\",\"afterField\":\"\",\"value\":\"<p>By clicking the button below, you agree to our&nbsp;<a href=\\\"https:\\\/\\\/www.wework.com\\\/legal\\\/terms-of-service\\\" target=\\\"_blank\\\" style=\\\"font-size: 13.3333px;\\\">Terms of Service<\\\/a>&nbsp;and acknowledge our&nbsp;<a href=\\\"https:\\\/\\\/www.wework.com\\\/legal\\\/global-privacy-policy\\\" style=\\\"font-size: 13.3333px;\\\">Global Privacy Policy<\\\/a>.<\\\/p>\",\"label_pos\":\"above\",\"parentType\":\"html\",\"element_templates\":[\"html\",\"input\"],\"old_classname\":\"\",\"wrap_template\":\"wrap\"},{\"objectType\":\"Field\",\"objectDomain\":\"fields\",\"editActive\":false,\"order\":11,\"idAttribute\":\"id\",\"label\":\"Submit\",\"key\":\"submit_1554741098461\",\"type\":\"submit\",\"created_at\":\"2019-04-11 14:18:43\",\"processing_label\":\"Processing\",\"container_class\":\"\",\"element_class\":\"\",\"field_label\":\"Submit\",\"field_key\":\"submit_1554741098461\",\"wrap_styles_show_advanced_css\":0,\"element_styles_show_advanced_css\":0,\"submit_element_hover_styles_show_advanced_css\":0,\"cellcid\":\"c4224\",\"admin_label\":\"\",\"id\":26,\"beforeField\":\"\",\"afterField\":\"\",\"value\":\"\",\"label_pos\":\"above\",\"parentType\":\"textbox\",\"element_templates\":[\"submit\",\"button\",\"input\"],\"old_classname\":\"\",\"wrap_template\":\"wrap-no-label\"}];nfForms.push(form);<\/script>\n                <script id=\"nf-tmpl-cell\" type=\"text\/template\">\r\n            <nf-fields><\/nf-fields>\r\n        <\/script>\r\n\r\n        <script id=\"nf-tmpl-row\" type=\"text\/template\">\r\n            <nf-cells><\/nf-cells>\r\n        <\/script>\r\n\r\n        \n\n\n<h2 class=\"wp-block-heading\" id=\"h-hidden-dangers-in-our-pipes\"><strong>Hidden dangers in our pipes<\/strong><\/h2>\n\n\n\n<p>While most drinking water in American is safe, some of the pipes that water travels through are not. Decades-old service lines that lack interior protective coating become old and corroded, and are the primary cause of lead and <a href=\"https:\/\/www.theatlantic.com\/business\/archive\/2015\/07\/dont-drink-the-water\/399803\/\">chemicals leaching into water<\/a>. Lead, in particular, has loomed large in recent water crises in places like <a href=\"https:\/\/www.nrdc.org\/stories\/flint-water-crisis-everything-you-need-know\">Flint<\/a>, <a href=\"https:\/\/grist.org\/article\/the-next-flint-and-americas-problem-with-lead-in-its-water\/\">Newark<\/a>, New Jersey, <a href=\"https:\/\/www.wpxi.com\/news\/top-stories\/timeline-lead-levels-in-pittsburgh-water\/500810968\/\">Pittsburgh<\/a>, and <a href=\"https:\/\/wdet.org\/posts\/2019\/07\/18\/88422-how-the-washington-dc-lead-crisis-foreshadowed-flint\/\">Washington, D.C<\/a>. Drinking water laced with lead, a neurotoxin, has been linked to health issues including brain and kidney damage, especially for young children and pregnant women.&nbsp;<\/p>\n\n\n\n<p>Even beyond these geographical hot spots, corrosive pipes are a widespread problem. There are an estimated <a href=\"https:\/\/www.sciline.org\/evidence-blog\/lead-drinking-water\">6 million lead service lines<\/a> bringing drinking water to Americans. Most were laid in the mid-1900s and have a lifespan of <a href=\"https:\/\/www.infrastructurereportcard.org\/wp-content\/uploads\/2017\/01\/Drinking-Water-Final.pdf\">75 to 100 years<\/a>. Maintaining and expanding that infrastructure would require $1 trillion over the next 25 years, according to the <a href=\"https:\/\/csengineermag.com\/awwa-report-finds-1-trillion-needed-for-drinking-water-infrastructure\/\">American Water Works Association<\/a>.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Since lead is flavorless and odorless, the only way to detect it in drinking water is by testing. Poor areas\u2014primarily rural ones and communities of color\u2014often lack the resources to do that, or to invest in updating old pipes. While the federal <a href=\"https:\/\/nepis.epa.gov\/Exe\/ZyPDF.cgi?Dockey=60001N8P.txt\">Lead and Copper Rule<\/a> mandates municipalities to take action only when they detect 15 parts per billion of lead in samples of tap water, no level of lead in water is considered safe because lead builds up in the body over time.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Black-Owned and Proud: Aquagenuity\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/Q4hETBSk0Yw?feature=oembed&#038;enablejsapi=1&#038;origin=https:\/\/www.wework.com\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>For residents in many parts of the country, information on the quality of water that comes from their tap is incredibly difficult to find. Why? There are more than <a href=\"https:\/\/www.infrastructurereportcard.org\/wp-content\/uploads\/2017\/01\/Drinking-Water-Final.pdf\">50,000 local water utilities<\/a> in the U.S.\u2014each with their own reporting practices, says Alfredo G\u00f3mez, a director in the natural resources and environment team at the U.S. Government Accountability Office (GAO), a congressional oversight body.<\/p>\n\n\n\n<p>\u201cAcross the country, you have small, medium, and big water utilities, all with different data and information\u2014some of it is online, some of it is not, some of it is just in annual reports they send out once a year,\u201d says G\u00f3mez.&nbsp;<\/p>\n\n\n\n<p>There aren\u2019t strong regulations to monitor old, potentially dangerous pipes, or report publicly on them. States don\u2019t mandate that utilities report on lead service lines, and the Environmental Protection Agency (EPA) doesn\u2019t require states to do so. As such, EPA data on lead service lines is woefully inadequate, found a <a href=\"https:\/\/www.gao.gov\/products\/GAO-17-424\">2017 GAO study<\/a>. The GAO recommended that the EPA tighten requirements for states to report information about lead pipes\u2014but as of September 2020, this recommendation has not been implemented.<\/p>\n\n\n\n<p>What\u2019s more, even if the water provided by your municipality is clean, it still has to travel from the town pipes to your home and into your faucet. Otherwise uncontaminated water might travel that \u201clast mile\u201d through pipes with high levels of chemicals, leading to contaminated drinking water out of the faucet, says Avant.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-bringing-transparency-to-clean-water-nbsp\"><strong>Bringing transparency to clean water&nbsp;<\/strong><\/h2>\n\n\n\n<p>Avant calls Aquagenuity (\u201cwhere water meets ingenuity\u201d) a data company. The company\u2019s goal is twofold: to collect water quality information so that consumers can easily learn what\u2019s in their water, and to ultimately predict and prevent water-related crises.&nbsp;<\/p>\n\n\n\n<p>The Aquagenuity team created a proprietary data engine that aggregates and analyzes all publicly available information on water quality from municipal and federal sources. They had to be creative in how they accessed the data\u2014sometimes calling local switchboards and even filing requests under the Freedom of Information Act.&nbsp;<\/p>\n\n\n\n<p>Avant invented a proprietary algorithm (the AquaScore<sup>TM<\/sup>) that turns this hard-to-understand water quality data into a score from 0 to 100, similar to a credit score. This allows residents to see at-a-glance how their water compares with EPA limits and how it impacts their health. Avant\u2019s hope is that the AquaScore<sup>TM<\/sup> will become widely adopted so that more people can understand how their water is impacting their health before it turns into a public health crisis.<\/p>\n\n\n\n<p>The company is also working to gather data from grassroots sources. Aquagenuity offers a testing kit that allows consumers to test their own water. Much like a DNA testing company, Aquagenuity collects this information in order to build maps of water quality in the neighborhood where the test is conducted. The company also provides some information on water quality by zip code for free via a web app and a mobile app, currently in beta.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-body_horizontal is-resized\"><img decoding=\"async\" src=\"\/ideas\/wp-content\/uploads\/sites\/4\/2020\/09\/P1388052.MOV.12_40_37_08.Still001_v2-800x571.jpg\" alt=\"\" class=\"wp-image-3000020554\" style=\"width:581px;height:414px\"\/><figcaption class=\"wp-element-caption\">Aquagenuity&#8217;s proprietary data engine aggregates and analyzes all publicly available information on water quality from municipal and federal sources. <\/figcaption><\/figure>\n\n\n\n<p>Avant says her work is driven by knowing that, due to systemic inequities, we don\u2019t all have the same access to basic resources. \u201cWater affects all of us, but communities of color are negatively impacted disproportionately,\u201d she says. Infrastructure in low-income Black and brown neighborhoods tends to <a href=\"https:\/\/www.americanprogress.org\/issues\/race\/news\/2016\/04\/25\/136361\/5-things-to-know-about-communities-of-color-and-environmental-justice\/\">fail at a higher rate<\/a> for many reasons, including generally lower investment in those communities.&nbsp;<\/p>\n\n\n\n<p>\u201cHaving a historical perspective on our place in American history informs the work that I do, trying to bring environmental justice,\u201d she says. The Atlanta native studied Afro-American history with a focus on economics as an undergraduate at Harvard University.&nbsp;<\/p>\n\n\n\n<p>Aquagenuity, which has a team of six working both out of Atlanta and in Seattle, recently completed the <a href=\"https:\/\/www.wework.com\/labs\/emerge\/\">Softbank Emerge accelerator program<\/a> and was awarded a <a href=\"https:\/\/www.wework.com\/ideas\/growth-innovation\/wework-black-owned-business-grant-awardees\">WeWork Black-owned business grant<\/a>.\u00a0<\/p>\n\n\n\n<p>Avant credits the mentors she had growing up, including her father, for helping her navigate the inevitable challenges that come with being a young Black female entrepreneur in a space where few look like her. \u201cI didn\u2019t know that you were supposed to have limits on your thinking. So I didn\u2019t,\u201d she says.&nbsp;<\/p>\n\n\n\n<p>Avant also sees her work as an extension of the activism taking place in the streets. \u201cAfter the march is over, what\u2019s left are the businesses that we build, the jobs that we create, the legacy that we leave,\u201d she says.&nbsp;<\/p>\n\n\n\n<p>\u201cIf I\u2019m able to build this company, I can reinvest resources into disenfranchised communities,\u201d says Avant. \u201cIf more people who look like me get access to resources, we\u2019re going to solve problems that other people might not solve.\u201d<\/p>\n\n\n\n<p><em>Anjie Zheng is the editor of Ideas by WeWork. Previously, she was a reporter for <\/em>The Wall Street Journal<em>. Her work has also appeared in Fast Company, Quartz, and LitHub.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Doll Avant started Aquagenuity so people can find out the quality of their tap water before they get sick<\/p>\n","protected":false},"author":1785,"featured_media":3000023743,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"template-single-archived.blade.php","format":"standard","meta":{"_acf_changed":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[43903,43911],"tags":[512,39218,42697],"class_list":["post-3000020402","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-community-stories","category-member-spotlight","tag-impact","tag-small-businesses","tag-black-owned-and-proud"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.4 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The data 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