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_config.yml

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# Setup
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title: DSSG Project Name
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title: Water Reuse and GeoNdxR
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tagline: ''
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description: 'A 2024 Data Science for Social Good summer fellowship project at the University of Washington'
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url: "https://uwescience.github.io"

_includes/sidebar.html

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<nav class="sidebar-nav">
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<a class="sidebar-nav-item{% if page.url == site.baseurl %} active{% endif %}" href="{{ site.baseurl }}">Home</a>
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<a class="sidebar-nav-item {% if page.url == node.url %} active{% endif %}" href="{{ '/Introduction' | prepend: site.baseurl }}">Introduction</a>
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<a class="sidebar-nav-item {% if page.url == node.url %} active{% endif %}" href="{{ '/motivation' | prepend: site.baseurl }}">Motivation</a>
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<!-- An example of a section with drop-down menu -->
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<button class="dropdown-btn">Methods
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<button class="dropdown-btn">Index Creation with GeoNdXR
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<i class="fa fa-caret-down"></i>
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</button>
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<div class="dropdown-container">
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<a href="{{ '/method1' | prepend: site.baseurl }}">Method 1</a><br/>
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<a href="{{ '/method2' | prepend: site.baseurl }}">Method 2</a>
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<a href="{{ '/intro_geo_ndxr' | prepend: site.baseurl }}">GeoNdxR</a><br/>
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<a href="{{ '/data_processing' | prepend: site.baseurl }}">Data processing, GIS</a><br/>
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<a href="{{ '/index_creation' | prepend: site.baseurl }}">Index Creation</a><br/>
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<a href="{{ '/web_gen' | prepend: site.baseurl }}">Website Generation</a><br/>
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<a href="{{ '/tools_used' | prepend: site.baseurl }}">Tools we Used</a><br/>
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</div>
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<a class="sidebar-nav-item {% if page.url == node.url %} active{% endif %}" href="{{ '/results' | prepend: site.baseurl }}">Results</a>
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<a class="sidebar-nav-item {% if page.url == node.url %} active{% endif %}" href="{{ '/results' | prepend: site.baseurl }}">Interative Water Reuse Website</a>
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<a class="sidebar-nav-item {% if page.url == node.url %} active{% endif %}" href="{{ '/about' | prepend: site.baseurl }}">Meet the Team</a>
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<a class="sidebar-nav-item {% if page.url == node.url %} active{% endif %}" href="{{ '/glossary' | prepend: site.baseurl }}">Glossary</a>
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data_processing.md

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index_creation.md

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method1.md

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motivation.md

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Check out our use cases below ⬇️
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<div style="overflow-y:auto; max-height:400px;">
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<table style="border-collapse: collapse; width: 100%;"e>
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<table style="border-collapse: collapse; width: 100%;">
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<tr style="background-color: #f2f2f2; border-bottom: 1px solid #ddd;">
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<th>User Group</th>
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<th>Description</th>
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</tr>
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<tr>
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<td><b>Water reuse researcher (Carolyn)</b></td>
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<td>Carolyn researches water reuse; wants to create index quantifying potential for reuse across US counties</td>
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<td>Carolyn researches water reuse; wants to create an index quantifying potential for reuse across US counties</td>
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<td>Provide cleaned datasets; use output to map index, make a visualization of that input (map) available to nontechnical users via a website</td>
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<td>Ability to load datasets; checks notifying whether datasets are in format that GeoNDXR can work with; clear functions & workflow to output HTML pages; clear user guide specifying her options with the output | High, focused in R; wants streamlined features to enable focus elsewhere (she doesn’t want to do web dev)</td>
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<td>Ability to load datasets; checks notifying whether datasets are in a format that GeoNDXR can work with; clear functions & workflow to output HTML pages; clear user guide specifying her options with the output | High, focused in R; wants streamlined features to enable focus elsewhere (she doesn’t want to do web dev)</td>
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</tr>
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<tr>
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<td><b>Data journalist</b></td>
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<td><b>Data journalist (Sarah)</b></td>
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<td>Sarah is a data journalist for a major media company; she supports traditional journalists who want to supplement stories comparing regions in the US with data</td>
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<td>Provide cleaned datasets; use output to map index, make a visualization of that input (map) available to nontechnical users via a website</td>
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<td>Ability to load datasets; checks notifying whether datasets are in format that GeoNDXR can work with; clear functions & workflow to output HTML pages; clear user guide specifying her options with the output; ability to customize output; transparently explain how indices are calculated | High; focused in R; wants streamlined workflow for index generation but also needs flexibility</td>
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<td>Ability to load datasets; checks notifying whether datasets are in a format that GeoNDXR can work with; clear functions & workflow to output HTML pages; clear user guide specifying her options with the output; ability to customize output; transparently explain how indices are calculated | High; focused in R; wants a streamlined workflow for index generation but also needs flexibility</td>
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</tr>
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<tr>
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<td><b>Economic policy analyst</b></td>
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<td><b>Economic policy analyst (Mike)</b></td>
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<td>Mike is an economic policy analyst for a think tank. He wants to create a regional index displaying how a custom inflation metric has risen differently across parts of the US</td>
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<td>Provide cleaned datasets; use output to map index, make a visualization of that input (map) available to nontechnical users via a website</td>
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<td>Ability to load datasets; checks notifying whether datasets are in format that GeoNDXR can work with; clear functions & workflow to output HTML pages; clear user guide specifying her options with the output; ability to customize output; transparently explain how indices are calculated | High; focused in R; wants streamlined workflow for index generation but also needs flexibility</td>
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<td>Ability to load datasets; checks notifying whether datasets are in a format that GeoNDXR can work with; clear functions & workflow to output HTML pages; clear user guide specifying her options with the output; ability to customize output; transparently explain how indices are calculated | High; focused in R; wants a streamlined workflow for index generation but also needs flexibility</td>
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</tr>
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<tr>
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<td><b>Climate policy researcher</b></td>
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<td>Joe is a climate policy researcher at a university. He wants to aggregate different climate risk, produce an index, and make a visualization available to nontechnical users on his Github to showcase his work</td>
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<td><b>Climate policy researcher (Joe)</b></td>
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<td>Joe is a climate policy researcher at a university. He wants to aggregate different climate risks, produce an index, and make a visualization available to nontechnical users on his GitHub to showcase his work</td>
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<td>Provide cleaned datasets; use output to map index, make a visualization of that input (map) available to nontechnical users via a website</td>
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<td>Ability to load datasets; checks notifying whether datasets are in format that GeoNDXR can work with; clear functions & workflow to output HTML pages; clear user guide specifying her options with the output; ability to customize output; transparently explain how indices are calculated | High; focused in R; wants streamlined workflow for index generation would like flexibility in display options, but wants optimization for Github</td>
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<td>Ability to load datasets; checks notifying whether datasets are in a format that GeoNDXR can work with; clear functions & workflow to output HTML pages; clear user guide specifying her options with the output; ability to customize output; transparently explain how indices are calculated | High; focused in R; wants a streamlined workflow for index generation but would like flexibility in display options, optimized for GitHub</td>
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</tr>
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<tr>
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<td><b>Data science job market candidate</b></td>
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<td>Daniel is a data science master’s student looking for jobs when he graduates. He is interested in aggregating different metrics, e.g. election polling results, to make predictions about elections. He wants to create an index to predict each congressional district’s outcome in the presidential election (based on more than just polls) and make a clean visualization available on Github to showcase his work</td>
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<td><b>Data science job market candidate (Daniel)</b></td>
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<td>Daniel is a data science master’s student looking for jobs when he graduates. He is interested in aggregating different metrics, e.g., election polling results, to make predictions about elections. He wants to create an index to predict each congressional district’s outcome in the presidential election (based on more than just polls) and make a clean visualization available on GitHub to showcase his work</td>
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<td>Provide cleaned datasets; use output to map index, make a visualization of that input (map) available to nontechnical users via a website</td>
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<td>Ability to load datasets; checks notifying whether datasets are in format that GeoNDXR can work with; clear functions & workflow to output HTML pages; clear user guide specifying her options with the output; ability to customize output; transparently explain how indices are calculated | High; focused in R; wants streamlined workflow for index generation would like flexibility in display options, but wants optimization for Github</td>
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<td>Ability to load datasets; checks notifying whether datasets are in a format that GeoNDXR can work with; clear functions & workflow to output HTML pages; clear user guide specifying her options with the output; ability to customize output; transparently explain how indices are calculated | High; focused in R; wants a streamlined workflow for index generation but would like flexibility in display options, optimized for GitHub</td>
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<td><b>EPA employee</b></td>
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<td></td>
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<td>He needs an interface that he can use to find locations that need water reuse facilities the most. He wants an interactive interface that he uses to study and understand the need for water reuse infrastructure in various places in the US.</td>
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<td>He needs an interface that he can use to find locations that need water reuse facilities the most. He wants an interactive interface that he can use to study and understand the need for water reuse infrastructure in various places in the US.</td>
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<td>He has no programming experience</td>
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</tr>
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<td><b>Utility Employee</b></td>
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<td><b>Utility Employee (Aisha)</b></td>
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<td>Aisha is an employee of a utility company that is considering expanding into the water reuse area.</td>
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<td>She wants to see places that are in dire need of water reuse. She needs an interactive application that she can use to visually see these places and give valuable recommendations to the company.</td>
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<td>She has no experience in R coding</td>
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<td>She has no programming and industry knowledge</td>
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</tr>
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<td><b>XYZ Water Reuse consultancy firm employee</b></td>
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<td><b>XYZ Water Reuse consultancy firm employee (Betty)</b></td>
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<td>One of the consultancy clients is a utility company that is considering establishing a water reuse facility.</td>
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<td>Betty wants to build a credible interactive web application index that she can use to view places in absolute need of water reuse facilities and the profitability potential of these facilities.</td>
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<td>She has technical and industrial knowledge.</td>
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<td>He has years of experience working with data and R.</td>
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<td><b>Data scientist</b></td>
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<td><b>Data scientist (Curtis)</b></td>
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<td>Curtis is a data scientist at eScience Institute.</td>
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<td>He would like to be able to build some cool tech that he can teach to other technical people at the eScience Institute in order to make their work better. This means that he needs a fully functioning pipeline that does something nifty and is well-written both in code and comments.</td>
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<td>He's super technically proficient.</td>
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<td><b>Journalist</b></td>
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<td><b>Journalist (Kendrick)</b></td>
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<td>Kendrick is a journalist working for 538.</td>
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<td>He wants to be able to show the relationship between an index that he is interested in (industrial jobs) and changes in polling in the presidential race since JD Vance was nominated as VP. He would like to be able to overlay an explorable index and a different variable so that the geographical relationship becomes obvious.</td>
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<td>He is a proficient technical user with experience cleaning data but a busy journalist.</td>
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<td>He is highly technically proficient.</td>
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<td><b>Gates Foundation Employee</b></td>
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<td><b>Gates Foundation Employee (Sam)</b></td>
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<td>Sam works at the Gates Foundation, which is giving money to different projects that meet some threshold of need and positive impact.</td>
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<td>He wants to be able to easily adjust an index to represent different needs and interactively show the impact the project will have. Sam also wants to be able to make modifications on the fly and export the results in a web-readable format.</td>
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<td>He is highly proficient with R.</td>
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<td><b>Sales</b></td>
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<td><b>Sales (Kathryn)</b></td>
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<td>Kathryn works in sales for a company that sells wastewater equipment.</td>
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<td>She wants to be able to use an index to visually identify regions that are in absolute need of wastewater equipment.</td>
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<td>She has technical and industrial knowledge.</td>
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</table>
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</div>
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</div>

tools_used.md

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web_gen.md

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