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Compliance</span></a></ul></nav></div></div></aside><main class=docMainContainer_TBSr><div class="container padding-top--md padding-bottom--lg"><div class=row><div class="col docItemCol_VOVn"><div class=docItemContainer_Djhp><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label=Breadcrumbs><ul class=breadcrumbs><li class=breadcrumbs__item><a aria-label="Home page" class=breadcrumbs__link href=/><svg viewBox="0 0 24 24" class=breadcrumbHomeIcon_YNFT><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill=currentColor /></svg></a><li class=breadcrumbs__item><span class=breadcrumbs__link>Getting Started</span><li class="breadcrumbs__item breadcrumbs__item--active"><span class=breadcrumbs__link>Introduction</span></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type=button class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Introduction</h1></header>
<p>Welcome to <strong>Open Navigator</strong> - an AI-powered platform that analyzes municipal meeting minutes and financial documents to identify policy opportunities for advocacy.</p>
<div class="theme-admonition theme-admonition-tip admonition_xJq3 alert alert--success"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 12 16"><path fill-rule=evenodd d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"/></svg></span>All Data is Cited & Properly Attributed</div><div class=admonitionContent_BuS1><p>Every dataset, standard, and research source used in this platform is properly cited with complete attribution, licenses, and BibTeX references.<p><strong><a class="" href=/docs/data-sources/citations>View Complete Citations & Data Sources</a></strong> - Academic research (MeetingBank, LocalView, Council Data Project, City Scrapers), Government data (U.S. Census, NCES, IRS), Civic tech standards (OCD-ID, Popolo, Schema.org, CEDS, OMOP CDM), Nonprofit data (ProPublica, Every.org, Findhelp), Church & congregation data (ARDA, HIFLD, National Congregations Study), Enterprise tech partnerships (Microsoft, Google, AWS, Databricks, Snowflake, Salesforce), and more.</div></div>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-choose-your-path>👋 Choose Your Path<a href=#-choose-your-path class=hash-link aria-label="Direct link to 👋 Choose Your Path" title="Direct link to 👋 Choose Your Path" translate=no></a></h2>
<p>This documentation is organized by audience. Click the section that best describes you:</p>
<div style="display:grid;grid-template-columns:repeat(auto-fit, minmax(300px, 1fr));gap:20px;margin:30px 0"><div style="border:2px solid #4CAF50;border-radius:8px;padding:20px;background:#f1f8f4"><h3>📊 Policy Makers & Advocates</h3><p><strong>I want to:</strong><ul><li>Hold governments accountable<li>Analyze meeting minutes and budgets<li>Track nonprofit spending<li>Find advocacy opportunities</ul><p><strong><a href=/docs/for-advocates>→ Go to Advocacy Documentation</a></strong></div><div style="border:2px solid #2196F3;border-radius:8px;padding:20px;background:#e3f2fd"><h3>🛠️ Developers & Technical Users</h3><p><strong>I want to:</strong><ul><li>Install and configure the platform<li>Scrape meeting data<li>Deploy to production<li>Contribute to development</ul><p><strong><a href=/docs/for-developers>→ Go to Developer Documentation</a></strong></div></div>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=platform-scale>Platform Scale<a href=#platform-scale class=hash-link aria-label="Direct link to Platform Scale" title="Direct link to Platform Scale" translate=no></a></h2>
<p>Open Navigator provides access to comprehensive data from 5 states:</p>
<div style="display:grid;grid-template-columns:repeat(auto-fit, minmax(200px, 1fr));gap:20px;margin:30px 0;text-align:center"><div style=padding:20px;background:#f5f5f5;border-radius:8px><div style=font-size:2.5em;font-weight:bold;color:#2196F3>925</div><div style=margin-top:10px;color:#666>Government Jurisdictions</div></div><div style=padding:20px;background:#f5f5f5;border-radius:8px><div style=font-size:2.5em;font-weight:bold;color:#4CAF50>43,726</div><div style=margin-top:10px;color:#666>Nonprofit Organizations</div></div><div style=padding:20px;background:#f5f5f5;border-radius:8px><div style=font-size:2.5em;font-weight:bold;color:#FF9800>6,913</div><div style=margin-top:10px;color:#666>Meeting Minutes Analyzed</div></div><div style=padding:20px;background:#f5f5f5;border-radius:8px><div style=font-size:2.5em;font-weight:bold;color:#9C27B0>362</div><div style=margin-top:10px;color:#666>Elected Officials</div></div><div style=padding:20px;background:#f5f5f5;border-radius:8px><div style=font-size:2.5em;font-weight:bold;color:#F44336>306</div><div style=margin-top:10px;color:#666>School Districts</div></div><div style=padding:20px;background:#f5f5f5;border-radius:8px><div style=font-size:2.5em;font-weight:bold;color:#00BCD4>5</div><div style=margin-top:10px;color:#666>States with Full IRS Data</div></div></div>
<p>All data is <strong>100% free and public</strong> - no subscriptions or API fees required.</p>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-top-5-use-cases>🎯 Top 5 Use Cases<a href=#-top-5-use-cases class=hash-link aria-label="Direct link to 🎯 Top 5 Use Cases" title="Direct link to 🎯 Top 5 Use Cases" translate=no></a></h2>
<p>These are the most powerful ways to use Open Navigator:</p>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=-1-hold-governments-accountable>📊 1. Hold Governments Accountable<a href=#-1-hold-governments-accountable class=hash-link aria-label="Direct link to 📊 1. Hold Governments Accountable" title="Direct link to 📊 1. Hold Governments Accountable" translate=no></a></h3>
<p><strong>The Problem:</strong> Cities and school boards claim priorities in meetings but don't fund them.</p>
<p><strong>The Solution:</strong> Compare meeting transcripts with budget line items to expose gaps between rhetoric and reality.</p>
<div style="background:#fff;padding:20px;border-radius:8px;border:2px solid #4CAF50;margin:20px 0"><div style=font-family:monospace;font-size:0.95em><div><strong>Meeting:</strong> "Mental health is our top priority" (mentioned 47 times)</div><div><strong>Budget:</strong> Mental health funding: +2% (below inflation)</div><div style=color:#F44336;font-weight:bold;margin-top:15px>⚠️ Gap Detected: Performative Talk</div></div><p style=margin-top:20px;font-size:0.9em;color:#666><strong>Data Used:</strong> <code>MEETING</code>, <code>BUDGET</code>, <code>JURISDICTION</code>, <code>TOPIC</code></div>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=️-2-find-policy-windows-for-advocacy>🗺️ 2. Find Policy Windows for Advocacy<a href=#️-2-find-policy-windows-for-advocacy class=hash-link aria-label="Direct link to 🗺️ 2. Find Policy Windows for Advocacy" title="Direct link to 🗺️ 2. Find Policy Windows for Advocacy" translate=no></a></h3>
<p><strong>The Problem:</strong> Advocates miss critical moments when governments are receptive to change.</p>
<p><strong>The Solution:</strong> Track meeting sentiment, budget cycles, and legislation timing to identify when to act.</p>
<div style="background:#fff;padding:20px;border-radius:8px;border:2px solid #2196F3;margin:20px 0"><div>🟢 <strong>Urgent Opportunity:</strong> Tuscaloosa City Council</div><ul style=margin-top:10px;line-height:1.8><li>Budget discussion: April 15 (2 weeks away)<li>Sentiment: +0.65 (favorable toward policy)<li>Similar cities: 3 passed related ordinances</ul><div style=color:#4CAF50;font-weight:bold;margin-top:15px>✅ Action: Submit testimony by April 10</div><p style=margin-top:20px;font-size:0.9em;color:#666><strong>Data Used:</strong> <code>OPPORTUNITY</code>, <code>SENTIMENT</code>, <code>DATE_DIMENSION</code>, <code>METRIC_VIEW</code></div>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=️-3-track-nonprofit-effectiveness>🏛️ 3. Track Nonprofit Effectiveness<a href=#️-3-track-nonprofit-effectiveness class=hash-link aria-label="Direct link to 🏛️ 3. Track Nonprofit Effectiveness" title="Direct link to 🏛️ 3. Track Nonprofit Effectiveness" translate=no></a></h3>
<p><strong>The Problem:</strong> Donors can't verify if nonprofits deliver on their mission.</p>
<p><strong>The Solution:</strong> Combine Form 990 financial data with service delivery data and meeting citations.</p>
<div style="background:#fff;padding:20px;border-radius:8px;border:2px solid #FF9800;margin:20px 0"><div><strong>Health Nonprofit A:</strong></div><ul style=margin-top:10px;line-height:1.8><li>Revenue: $2.5M (Form 990)<li>CEO Salary: $450K (18% of revenue)<li>Program spending: 42% (below 65% standard)<li>Meeting citations: 0 (not mentioned in city meetings)</ul><div style=color:#F44336;font-weight:bold;margin-top:15px>⚠️ Red Flag: High overhead, low community presence</div><p style=margin-top:20px;font-size:0.9em;color:#666><strong>Data Used:</strong> <code>NONPROFIT</code>, <code>DONATION</code>, <code>CONSTITUENT</code>, <code>PROGRAM_DELIVERY</code></div>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=️-4-analyze-public-sentiment--debate>🗣️ 4. Analyze Public Sentiment & Debate<a href=#️-4-analyze-public-sentiment--debate class=hash-link aria-label="Direct link to 🗣️ 4. Analyze Public Sentiment & Debate" title="Direct link to 🗣️ 4. Analyze Public Sentiment & Debate" translate=no></a></h3>
<p><strong>The Problem:</strong> It's hard to know how communities really feel about policies.</p>
<p><strong>The Solution:</strong> Extract sentiment from meeting transcripts, public comments, and video debates.</p>
<div style="background:#fff;padding:20px;border-radius:8px;border:2px solid #9C27B0;margin:20px 0"><div><strong>Topic:</strong> School mask policy</div><ul style=margin-top:10px;line-height:1.8><li>Public comments: 127 speakers<li>Sentiment breakdown: 58% against, 35% for, 7% neutral<li>Board vote: 6-1 to require masks</ul><div style=color:#FF9800;font-weight:bold;margin-top:15px>📈 Insight: Board voted against majority sentiment</div><p style=margin-top:20px;font-size:0.9em;color:#666><strong>Data Used:</strong> <code>MEETING</code>, <code>VIDEO</code>, <code>OFFICIAL</code>, <code>SENTIMENT</code>, <code>VOTE_EVENT</code></div>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=-5-compare-education-spending-across-districts>🎓 5. Compare Education Spending Across Districts<a href=#-5-compare-education-spending-across-districts class=hash-link aria-label="Direct link to 🎓 5. Compare Education Spending Across Districts" title="Direct link to 🎓 5. Compare Education Spending Across Districts" translate=no></a></h3>
<p><strong>The Problem:</strong> Parents don't know if their school district spends money efficiently.</p>
<p><strong>The Solution:</strong> Benchmark per-pupil spending, administrative costs, and outcomes across similar districts.</p>
<div style="background:#fff;padding:20px;border-radius:8px;border:2px solid #00BCD4;margin:20px 0"><table style=width:100%;font-size:0.9em;border-collapse:collapse><thead><tr style="border-bottom:2px solid #ddd"><th style=text-align:left;padding:10px>District<th style=text-align:right;padding:10px>Per-Pupil<th style=text-align:right;padding:10px>Admin %<tbody><tr><td style=padding:10px>Your District<td style=text-align:right;padding:10px;font-weight:bold;color:#F44336>$18,500<td style=text-align:right;padding:10px;font-weight:bold;color:#F44336>24%<tr style=background:#f5f5f5><td style=padding:10px>Similar District A<td style=text-align:right;padding:10px>$14,200<td style=text-align:right;padding:10px>12%<tr><td style=padding:10px>Similar District B<td style=text-align:right;padding:10px>$13,800<td style=text-align:right;padding:10px>11%</table><div style=color:#00BCD4;font-weight:bold;margin-top:15px>📊 Question: Why are admin costs double the average?</div><p style=margin-top:20px;font-size:0.9em;color:#666><strong>Data Used:</strong> <code>JURISDICTION</code>, <code>BUDGET</code>, <code>DEMOGRAPHICS</code>, <code>METRIC_VIEW</code></div>
<div class="theme-admonition theme-admonition-info admonition_xJq3 alert alert--info"><div class=admonitionHeading_Gvgb><span class=admonitionIcon_Rf37><svg viewBox="0 0 14 16"><path fill-rule=evenodd d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"/></svg></span>Explore the Complete Data Model</div><div class=admonitionContent_BuS1><p>These use cases are powered by a comprehensive data model with 40+ entities including jurisdictions, meetings, budgets, nonprofits, officials, videos, and more.<p><strong><a class="" href=/docs/data-sources/data-model-erd>View Complete Data Model ERD</a></strong> - Interactive diagram with all entity relationships</div></div>
<hr/>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-what-data-we-integrate>📊 What Data We Integrate<a href=#-what-data-we-integrate class=hash-link aria-label="Direct link to 📊 What Data We Integrate" title="Direct link to 📊 What Data We Integrate" translate=no></a></h2>
<p>Open Navigator combines multiple free, public data sources:</p>
<ul>
<li class=""><strong>📄 Meeting Minutes</strong>: 1,000+ municipalities with full transcripts and videos</li>
<li class=""><strong>📺 Video Channels</strong>: 50+ state legislature YouTube channels</li>
<li class=""><strong>💰 Financial Data</strong>: Complete budget and Form 990 coverage</li>
<li class=""><strong>🗺️ Geographic Coverage</strong>: All 50 states, 3,000+ counties and cities</li>
<li class=""><strong>🏛️ Nonprofits</strong>: 3M+ organizations with Form 990 financial data</li>
<li class=""><strong>🗳️ Elections</strong>: Ballots, candidates, results, polling data</li>
<li class=""><strong>✅ Fact-Checking</strong>: Claims verification from trusted sources</li>
</ul>
<p>See <a class="" href=/docs/data-sources/overview>Data Sources Overview</a> for complete details.</p>
<hr/>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=quick-start>Quick Start<a href=#quick-start class=hash-link aria-label="Direct link to Quick Start" title="Direct link to Quick Start" translate=no></a></h2>
<p>Visit <strong><a class="" href=/docs/for-developers>Developer Documentation</a></strong> for installation and setup instructions.</p>
<p>For production deployment options, see:</p>
<ul>
<li class=""><a class="" href=/docs/deployment/databricks-apps>Databricks Apps Deployment</a></li>
<li class=""><a class="" href=/docs/deployment/docker>Docker Deployment</a></li>
<li class=""><a class="" href=/docs/deployment/huggingface-spaces>HuggingFace Spaces Deployment</a></li>
</ul>
<hr/>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=next-steps>Next Steps<a href=#next-steps class=hash-link aria-label="Direct link to Next Steps" title="Direct link to Next Steps" translate=no></a></h2>
<div style="display:grid;grid-template-columns:repeat(auto-fit, minmax(250px, 1fr));gap:20px;margin:30px 0"><div class=card style=padding:20px><h3>For Policy Makers</h3><p>Learn how to find advocacy opportunities and track government accountability.<p><strong><a href=/docs/for-advocates>Go to Advocacy Guide →</a></strong></div><div class=card style=padding:20px><h3>🛠️ For Developers</h3><p>Install the platform, configure scrapers, and deploy to production.<p><strong><a href=/docs/for-developers>Go to Developer Guide →</a></strong></div><div class=card style=padding:20px><h3>Data Model</h3><p>Explore the complete ERD with 40+ entities and data relationships.<p><strong><a href=/data-sources/data-model-erd>View ERD →</a></strong></div><div class=card style=padding:20px><h3>Citations</h3><p>View complete citations, licenses, and data source attribution.<p><strong><a href=/docs/data-sources/citations>View Citations →</a></strong></div></div></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="row margin-top--sm theme-doc-footer-edit-meta-row"><div class="col noPrint_WFHX"><a href=https://github.com/getcommunityone/open-navigator-for-engagement/tree/main/website/docs/intro.md target=_blank rel="noopener noreferrer" class=theme-edit-this-page><svg fill=currentColor height=20 width=20 viewBox="0 0 40 40" class=iconEdit_Z9Sw aria-hidden=true><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"/></g></svg>Edit this page</a></div><div class="col lastUpdated_JAkA"></div></div></footer></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--next" href=/docs/open-navigator><div class=pagination-nav__sublabel>Next</div><div class=pagination-nav__label>Open Navigator</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href=#-choose-your-path class="table-of-contents__link toc-highlight">👋 Choose Your Path</a><li><a href=#platform-scale class="table-of-contents__link toc-highlight">Platform Scale</a><li><a href=#-top-5-use-cases class="table-of-contents__link toc-highlight">🎯 Top 5 Use Cases</a><ul><li><a href=#-1-hold-governments-accountable class="table-of-contents__link toc-highlight">📊 1. Hold Governments Accountable</a><li><a href=#️-2-find-policy-windows-for-advocacy class="table-of-contents__link toc-highlight">🗺️ 2. Find Policy Windows for Advocacy</a><li><a href=#️-3-track-nonprofit-effectiveness class="table-of-contents__link toc-highlight">🏛️ 3. Track Nonprofit Effectiveness</a><li><a href=#️-4-analyze-public-sentiment--debate class="table-of-contents__link toc-highlight">🗣️ 4. Analyze Public Sentiment & Debate</a><li><a href=#-5-compare-education-spending-across-districts class="table-of-contents__link toc-highlight">🎓 5. 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