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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><a class=breadcrumbs__link href=/docs/for-developers><span>Developers & Technical Users</span></a><li class=breadcrumbs__item><span class=breadcrumbs__link>Deployment</span><li class="breadcrumbs__item breadcrumbs__item--active"><span class=breadcrumbs__link>💰 Cost Breakdown: $0 for Data Access</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>💰 Cost Breakdown: $0 for Data Access</h1></header> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=summary-everything-is-free>Summary: Everything Is FREE<a href=#summary-everything-is-free class=hash-link aria-label="Direct link to Summary: Everything Is FREE" title="Direct link to Summary: Everything Is FREE" translate=no></a></h2> | |
| <p><strong>Total cost for data access: $0</strong></p> | |
| <p>This project uses <strong>100% free, public data sources</strong>. No paid APIs, no data subscriptions, no vendor lock-in.</p> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-whats-free-everything>✅ What's FREE (Everything!)<a href=#-whats-free-everything class=hash-link aria-label="Direct link to ✅ What's FREE (Everything!)" title="Direct link to ✅ What's FREE (Everything!)" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=1-government-data-sources-free>1. Government Data Sources (FREE)<a href=#1-government-data-sources-free class=hash-link aria-label="Direct link to 1. Government Data Sources (FREE)" title="Direct link to 1. Government Data Sources (FREE)" translate=no></a></h3> | |
| <ul> | |
| <li class=""><strong>Census Bureau Gazetteer Files</strong> - $0 (public government data)</li> | |
| <li class=""><strong>CISA .gov Domain Registry</strong> - $0 (federal registry, publicly available)</li> | |
| <li class=""><strong>NCES School District Data</strong> - $0 (Department of Education data)</li> | |
| </ul> | |
| <p><strong>Cost: $0</strong></p> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=2-pre-built-datasets-free>2. Pre-Built Datasets (FREE)<a href=#2-pre-built-datasets-free class=hash-link aria-label="Direct link to 2. Pre-Built Datasets (FREE)" title="Direct link to 2. Pre-Built Datasets (FREE)" translate=no></a></h3> | |
| <ul> | |
| <li class=""><strong>MeetingBank</strong> (HuggingFace) - $0 (open academic dataset, 1,366 meetings)</li> | |
| <li class=""><strong>LocalView</strong> (Harvard Dataverse) - $0 (publicly downloadable, 1,000+ jurisdictions)</li> | |
| <li class=""><strong>Council Data Project</strong> - $0 (open-source, 20+ cities with full pipelines)</li> | |
| </ul> | |
| <p><strong>Cost: $0</strong></p> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=3-public-meeting-platforms-free-access>3. Public Meeting Platforms (FREE ACCESS)<a href=#3-public-meeting-platforms-free-access class=hash-link aria-label="Direct link to 3. Public Meeting Platforms (FREE ACCESS)" title="Direct link to 3. Public Meeting Platforms (FREE ACCESS)" translate=no></a></h3> | |
| <p>These are NOT paid services! They host FREE public government data:</p> | |
| <ul> | |
| <li class=""> | |
| <p><strong>Legistar</strong> (e.g., chicago.legistar.com)</p> | |
| <ul> | |
| <li class="">Status: FREE public access</li> | |
| <li class="">What it is: Platform municipalities pay for, but meeting data is publicly accessible by law</li> | |
| <li class="">Cost to us: $0</li> | |
| <li class="">How we access: Web scraping of public pages</li> | |
| </ul> | |
| </li> | |
| <li class=""> | |
| <p><strong>Granicus</strong> (e.g., city.granicus.com/ViewPublisher.php)</p> | |
| <ul> | |
| <li class="">Status: FREE public access</li> | |
| <li class="">What it is: Government meeting platform with public video/agenda portals</li> | |
| <li class="">Cost to us: $0</li> | |
| <li class="">How we access: Web scraping of public pages</li> | |
| </ul> | |
| </li> | |
| <li class=""> | |
| <p><strong>CivicPlus</strong> (e.g., city.civicplus.com)</p> | |
| <ul> | |
| <li class="">Status: FREE public access</li> | |
| <li class="">What it is: Municipal website platform with public meeting sections</li> | |
| <li class="">Cost to us: $0</li> | |
| <li class="">How we access: Web scraping of public pages</li> | |
| </ul> | |
| </li> | |
| <li class=""> | |
| <p><strong>Municode</strong> (e.g., library.municode.com)</p> | |
| <ul> | |
| <li class="">Status: FREE public access</li> | |
| <li class="">What it is: Municipal code and meeting archive platform</li> | |
| <li class="">Cost to us: $0</li> | |
| <li class="">How we access: Web scraping of public pages</li> | |
| </ul> | |
| </li> | |
| </ul> | |
| <p><strong>Cost: $0</strong></p> | |
| <p><strong>Important clarification</strong>:</p> | |
| <ul> | |
| <li class="">✅ Municipalities PAY for these platforms</li> | |
| <li class="">✅ The data is PUBLIC by law (open meetings laws, FOIA)</li> | |
| <li class="">✅ WE access it for FREE via web scraping</li> | |
| <li class="">✅ No API keys, no subscriptions, no fees</li> | |
| </ul> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=4-infrastructure-can-be-free>4. Infrastructure (Can Be FREE)<a href=#4-infrastructure-can-be-free class=hash-link aria-label="Direct link to 4. Infrastructure (Can Be FREE)" title="Direct link to 4. Infrastructure (Can Be FREE)" translate=no></a></h3> | |
| <ul> | |
| <li class=""><strong>Local development</strong> - $0 (runs on your laptop)</li> | |
| <li class=""><strong>Delta Lake</strong> - $0 (open-source Apache license)</li> | |
| <li class=""><strong>PySpark</strong> - $0 (open-source Apache license)</li> | |
| <li class=""><strong>Databricks Community Edition</strong> - $0 (free tier available)</li> | |
| <li class=""><strong>Python + libraries</strong> - $0 (all open-source)</li> | |
| </ul> | |
| <p><strong>Cost: $0</strong> (or minimal cloud costs if you choose cloud deployment)</p> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-optional-costs-only-if-you-want-them>💵 Optional Costs (Only If You Want Them)<a href=#-optional-costs-only-if-you-want-them class=hash-link aria-label="Direct link to 💵 Optional Costs (Only If You Want Them)" title="Direct link to 💵 Optional Costs (Only If You Want Them)" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=ai-summarization-optional>AI Summarization (OPTIONAL)<a href=#ai-summarization-optional class=hash-link aria-label="Direct link to AI Summarization (OPTIONAL)" title="Direct link to AI Summarization (OPTIONAL)" translate=no></a></h3> | |
| <ul> | |
| <li class=""><strong>OpenAI API</strong> - ~$0.01-0.05 per meeting summary (GPT-4o-mini)<!-- --> | |
| <ul> | |
| <li class="">Only needed if you want AI-generated summaries</li> | |
| <li class="">Can skip this and just use transcripts</li> | |
| <li class="">Or use free alternatives like Llama 2 (self-hosted)</li> | |
| </ul> | |
| </li> | |
| </ul> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=cloud-deployment-optional>Cloud Deployment (OPTIONAL)<a href=#cloud-deployment-optional class=hash-link aria-label="Direct link to Cloud Deployment (OPTIONAL)" title="Direct link to Cloud Deployment (OPTIONAL)" translate=no></a></h3> | |
| <ul> | |
| <li class=""><strong>Databricks</strong> - $0 (Community Edition) or paid tiers for scale</li> | |
| <li class=""><strong>AWS/Azure/GCP</strong> - Pay-as-you-go if you deploy to cloud<!-- --> | |
| <ul> | |
| <li class="">But can run entirely locally for FREE</li> | |
| </ul> | |
| </li> | |
| </ul> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-cost-comparison>📊 Cost Comparison<a href=#-cost-comparison class=hash-link aria-label="Direct link to 📊 Cost Comparison" title="Direct link to 📊 Cost Comparison" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=-what-we-dont-pay-for>❌ What We DON'T Pay For:<a href=#-what-we-dont-pay-for class=hash-link aria-label="Direct link to ❌ What We DON'T Pay For:" title="Direct link to ❌ What We DON'T Pay For:" translate=no></a></h3> | |
| <ul> | |
| <li class="">❌ Search APIs (Google Custom Search, Bing API) - Would cost $5-50/1000 queries</li> | |
| <li class="">❌ Data vendors (LexisNexis, Westlaw) - Would cost $100s-$1000s/month</li> | |
| <li class="">❌ Proprietary databases - Would cost $1000s/year</li> | |
| <li class="">❌ Meeting data APIs - Don't exist for most municipalities</li> | |
| <li class="">❌ Legistar API access - FREE (they have public APIs)</li> | |
| <li class="">❌ Granicus subscriptions - Not needed (data is public)</li> | |
| <li class="">❌ Web scraping services - Not needed (we build scrapers)</li> | |
| </ul> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=-what-we-do-use-all-free>✅ What We DO Use (All FREE):<a href=#-what-we-do-use-all-free class=hash-link aria-label="Direct link to ✅ What We DO Use (All FREE):" title="Direct link to ✅ What We DO Use (All FREE):" translate=no></a></h3> | |
| <ul> | |
| <li class="">✅ Official government datasets (Census, CISA, NCES)</li> | |
| <li class="">✅ Academic datasets (MeetingBank, LocalView)</li> | |
| <li class="">✅ Open-source civic tech (Council Data Project)</li> | |
| <li class="">✅ Public government websites (Legistar, Granicus, CivicPlus, Municode)</li> | |
| <li class="">✅ Open-source software (PySpark, Delta Lake, Python)</li> | |
| </ul> | |
| <p><strong>Total: $0</strong></p> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-why-this-matters>🎯 Why This Matters<a href=#-why-this-matters class=hash-link aria-label="Direct link to 🎯 Why This Matters" title="Direct link to 🎯 Why This Matters" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=sustainability>Sustainability<a href=#sustainability class=hash-link aria-label="Direct link to Sustainability" title="Direct link to Sustainability" translate=no></a></h3> | |
| <ul> | |
| <li class="">No vendor lock-in</li> | |
| <li class="">No subscription fees that can increase</li> | |
| <li class="">No API deprecations that break your system</li> | |
| <li class="">Works forever as long as data is public</li> | |
| </ul> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=scalability>Scalability<a href=#scalability class=hash-link aria-label="Direct link to Scalability" title="Direct link to Scalability" translate=no></a></h3> | |
| <ul> | |
| <li class="">Can process 10,000+ jurisdictions without additional cost</li> | |
| <li class="">No per-API-call fees</li> | |
| <li class="">No rate limits (except respectful web scraping)</li> | |
| </ul> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=transparency>Transparency<a href=#transparency class=hash-link aria-label="Direct link to Transparency" title="Direct link to Transparency" translate=no></a></h3> | |
| <ul> | |
| <li class="">All data sources are public</li> | |
| <li class="">Anyone can verify the data</li> | |
| <li class="">Reproducible by others</li> | |
| <li class="">Open-source approach</li> | |
| </ul> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-recommended-approach>🚀 Recommended Approach<a href=#-recommended-approach class=hash-link aria-label="Direct link to 🚀 Recommended Approach" title="Direct link to 🚀 Recommended Approach" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=phase-1-use-free-datasets-week-1>Phase 1: Use FREE Datasets (Week 1)<a href=#phase-1-use-free-datasets-week-1 class=hash-link aria-label="Direct link to Phase 1: Use FREE Datasets (Week 1)" title="Direct link to Phase 1: Use FREE Datasets (Week 1)" translate=no></a></h3> | |
| <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain"># Download MeetingBank (1,366 meetings)</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">pip install datasets</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">python discovery/meetingbank_ingestion.py</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Cost: $0</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Time: 2 hours</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Result: 1,366 meetings ready to analyze</span><br/></div></code></pre></div></div> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=phase-2-download-localview-week-1-2>Phase 2: Download LocalView (Week 1-2)<a href=#phase-2-download-localview-week-1-2 class=hash-link aria-label="Direct link to Phase 2: Download LocalView (Week 1-2)" title="Direct link to Phase 2: Download LocalView (Week 1-2)" translate=no></a></h3> | |
| <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain"># Visit Harvard Dataverse</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Download CSV/JSON files</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Load to Bronze layer</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Cost: $0</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Time: 1 day</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Result: 1,000-10,000 jurisdiction URLs</span><br/></div></code></pre></div></div> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=phase-3-extract-cdp-urls-week-2>Phase 3: Extract CDP URLs (Week 2)<a href=#phase-3-extract-cdp-urls-week-2 class=hash-link aria-label="Direct link to Phase 3: Extract CDP URLs (Week 2)" title="Direct link to Phase 3: Extract CDP URLs (Week 2)" translate=no></a></h3> | |
| <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain"># Clone CDP repos</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Extract configuration URLs</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">python discovery/external_url_datasets.py</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Cost: $0</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Time: 2 hours</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Result: 20 premium cities with full pipelines</span><br/></div></code></pre></div></div> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=phase-4-build-platform-scrapers-week-3-6>Phase 4: Build Platform Scrapers (Week 3-6)<a href=#phase-4-build-platform-scrapers-week-3-6 class=hash-link aria-label="Direct link to Phase 4: Build Platform Scrapers (Week 3-6)" title="Direct link to Phase 4: Build Platform Scrapers (Week 3-6)" translate=no></a></h3> | |
| <div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token plain"># Implement Legistar scraper</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Implement Granicus scraper</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Test on public sites</span><br/></div><div class=token-line style=color:#393A34><span class="token plain" style=display:inline-block></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Cost: $0 (just engineering time)</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Time: 2-4 weeks</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"># Result: 1,000-3,000 additional jurisdictions</span><br/></div></code></pre></div></div> | |
| <p><strong>Total cost: $0</strong> | |
| <strong>Total coverage: 7,000-20,000 jurisdictions</strong></p> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-summary-table>📋 Summary Table<a href=#-summary-table class=hash-link aria-label="Direct link to 📋 Summary Table" title="Direct link to 📋 Summary Table" translate=no></a></h2> | |
| <table><thead><tr><th>Component<th>What It Is<th>Cost<th>Access Method<tbody><tr><td>Census Gazetteer<td>Government data<td>$0<td>Direct download<tr><td>CISA .gov Registry<td>Federal registry<td>$0<td>GitHub repo<tr><td>MeetingBank<td>Academic dataset<td>$0<td>HuggingFace<tr><td>LocalView<td>Research dataset<td>$0<td>Harvard Dataverse<tr><td>Council Data Project<td>Open-source project<td>$0<td>GitHub<tr><td>Legistar websites<td>Public meeting portals<td>$0<td>Web scraping<tr><td>Granicus websites<td>Public meeting portals<td>$0<td>Web scraping<tr><td>CivicPlus websites<td>Municipal websites<td>$0<td>Web scraping<tr><td>Municode websites<td>Code/meeting archives<td>$0<td>Web scraping<tr><td>PySpark/Delta Lake<td>Processing infrastructure<td>$0<td>Open-source<tr><td><strong>TOTAL</strong><td><strong>Everything</strong><td><strong>$0</strong><td><strong>Free & open</strong></table> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-faq>❓ FAQ<a href=#-faq class=hash-link aria-label="Direct link to ❓ FAQ" title="Direct link to ❓ FAQ" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=q-dont-we-need-to-pay-legistar-for-api-access>Q: Don't we need to pay Legistar for API access?<a href=#q-dont-we-need-to-pay-legistar-for-api-access class=hash-link aria-label="Direct link to Q: Don't we need to pay Legistar for API access?" title="Direct link to Q: Don't we need to pay Legistar for API access?" translate=no></a></h3> | |
| <p><strong>A: No.</strong> Legistar hosts public meeting data that is FREE to access. They have public websites (e.g., chicago.legistar.com) that we can scrape for free. Some cities also provide Legistar APIs for free.</p> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=q-is-granicus-a-paid-service>Q: Is Granicus a paid service?<a href=#q-is-granicus-a-paid-service class=hash-link aria-label="Direct link to Q: Is Granicus a paid service?" title="Direct link to Q: Is Granicus a paid service?" translate=no></a></h3> | |
| <p><strong>A: Not for us.</strong> Granicus is a platform that municipalities pay for, but the meeting videos and agendas are publicly accessible by law. We access this FREE public data via web scraping.</p> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=q-what-about-api-rate-limits>Q: What about API rate limits?<a href=#q-what-about-api-rate-limits class=hash-link aria-label="Direct link to Q: What about API rate limits?" title="Direct link to Q: What about API rate limits?" translate=no></a></h3> | |
| <p><strong>A: We use respectful web scraping</strong> (not APIs), with delays between requests to avoid overloading servers. This is standard practice and legal for public data.</p> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=q-can-i-really-get-10000-jurisdiction-urls-for-free>Q: Can I really get 10,000+ jurisdiction URLs for free?<a href=#q-can-i-really-get-10000-jurisdiction-urls-for-free class=hash-link aria-label="Direct link to Q: Can I really get 10,000+ jurisdiction URLs for free?" title="Direct link to Q: Can I really get 10,000+ jurisdiction URLs for free?" translate=no></a></h3> | |
| <p><strong>A: Yes.</strong> LocalView has 1,000-10,000 URLs ready to download. Council Data Project has 20 cities configured. City Scrapers has 100-500 agencies. Legistar enumeration can yield 1,000-3,000 more. All free.</p> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=q-what-if-i-want-to-scale-beyond-10000-jurisdictions>Q: What if I want to scale beyond 10,000 jurisdictions?<a href=#q-what-if-i-want-to-scale-beyond-10000-jurisdictions class=hash-link aria-label="Direct link to Q: What if I want to scale beyond 10,000 jurisdictions?" title="Direct link to Q: What if I want to scale beyond 10,000 jurisdictions?" translate=no></a></h3> | |
| <p><strong>A: Still free.</strong> Just use cloud infrastructure (AWS/Azure/GCP) with pay-as-you-go pricing for compute, but the DATA access remains free. Or run on a powerful local machine for $0.</p> | |
| <hr/> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=-bottom-line>🎉 Bottom Line<a href=#-bottom-line class=hash-link aria-label="Direct link to 🎉 Bottom Line" title="Direct link to 🎉 Bottom Line" translate=no></a></h2> | |
| <p><strong>Every data source in this project is FREE.</strong></p> | |
| <ul> | |
| <li class="">Census data: FREE ✅</li> | |
| <li class="">Meeting datasets: FREE ✅</li> | |
| <li class="">Public websites: FREE ✅</li> | |
| <li class="">Software: FREE ✅</li> | |
| <li class="">Total cost: $0 ✅</li> | |
| </ul> | |
| <p>The only potential costs are:</p> | |
| <ol> | |
| <li class=""><strong>Optional AI summarization</strong> (~$0.01/meeting with GPT-4o-mini)</li> | |
| <li class=""><strong>Optional cloud hosting</strong> (pay-as-you-go for compute)</li> | |
| <li class=""><strong>Your time</strong> (engineering effort)</li> | |
| </ol> | |
| <p>But all DATA access is completely FREE and always will be, because it's public government information required by law to be accessible.</p> | |
| <p><strong>No paid services. No vendor lock-in. No API subscriptions. Just free, public data.</strong> 🎯</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/deployment/costs.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--prev" href=/docs/deployment/rename-repository><div class=pagination-nav__sublabel>Previous</div><div class=pagination-nav__label>Rename Repository & Make Public</div></a><a class="pagination-nav__link pagination-nav__link--next" href=/docs/deployment/jurisdiction-discovery><div class=pagination-nav__sublabel>Next</div><div class=pagination-nav__label>Jurisdiction Discovery - Deployment Options</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=#summary-everything-is-free class="table-of-contents__link toc-highlight">Summary: Everything Is FREE</a><li><a href=#-whats-free-everything class="table-of-contents__link toc-highlight">✅ What's FREE (Everything!)</a><ul><li><a href=#1-government-data-sources-free class="table-of-contents__link toc-highlight">1. Government Data Sources (FREE)</a><li><a href=#2-pre-built-datasets-free class="table-of-contents__link toc-highlight">2. Pre-Built Datasets (FREE)</a><li><a href=#3-public-meeting-platforms-free-access class="table-of-contents__link toc-highlight">3. Public Meeting Platforms (FREE ACCESS)</a><li><a href=#4-infrastructure-can-be-free class="table-of-contents__link toc-highlight">4. Infrastructure (Can Be FREE)</a></ul><li><a href=#-optional-costs-only-if-you-want-them class="table-of-contents__link toc-highlight">💵 Optional Costs (Only If You Want Them)</a><ul><li><a href=#ai-summarization-optional class="table-of-contents__link toc-highlight">AI Summarization (OPTIONAL)</a><li><a href=#cloud-deployment-optional class="table-of-contents__link toc-highlight">Cloud Deployment (OPTIONAL)</a></ul><li><a href=#-cost-comparison class="table-of-contents__link toc-highlight">📊 Cost Comparison</a><ul><li><a href=#-what-we-dont-pay-for class="table-of-contents__link toc-highlight">❌ What We DON'T Pay For:</a><li><a href=#-what-we-do-use-all-free class="table-of-contents__link toc-highlight">✅ What We DO Use (All FREE):</a></ul><li><a href=#-why-this-matters class="table-of-contents__link toc-highlight">🎯 Why This Matters</a><ul><li><a href=#sustainability class="table-of-contents__link toc-highlight">Sustainability</a><li><a href=#scalability class="table-of-contents__link toc-highlight">Scalability</a><li><a href=#transparency class="table-of-contents__link toc-highlight">Transparency</a></ul><li><a href=#-recommended-approach class="table-of-contents__link toc-highlight">🚀 Recommended Approach</a><ul><li><a href=#phase-1-use-free-datasets-week-1 class="table-of-contents__link toc-highlight">Phase 1: Use FREE Datasets (Week 1)</a><li><a href=#phase-2-download-localview-week-1-2 class="table-of-contents__link toc-highlight">Phase 2: Download LocalView (Week 1-2)</a><li><a href=#phase-3-extract-cdp-urls-week-2 class="table-of-contents__link toc-highlight">Phase 3: Extract CDP URLs (Week 2)</a><li><a href=#phase-4-build-platform-scrapers-week-3-6 class="table-of-contents__link toc-highlight">Phase 4: Build Platform Scrapers (Week 3-6)</a></ul><li><a href=#-summary-table class="table-of-contents__link toc-highlight">📋 Summary Table</a><li><a href=#-faq class="table-of-contents__link toc-highlight">❓ FAQ</a><ul><li><a href=#q-dont-we-need-to-pay-legistar-for-api-access class="table-of-contents__link toc-highlight">Q: Don't we need to pay Legistar for API access?</a><li><a href=#q-is-granicus-a-paid-service class="table-of-contents__link toc-highlight">Q: Is Granicus a paid service?</a><li><a href=#q-what-about-api-rate-limits class="table-of-contents__link toc-highlight">Q: What about API rate limits?</a><li><a href=#q-can-i-really-get-10000-jurisdiction-urls-for-free class="table-of-contents__link toc-highlight">Q: Can I really get 10,000+ jurisdiction URLs for free?</a><li><a href=#q-what-if-i-want-to-scale-beyond-10000-jurisdictions class="table-of-contents__link toc-highlight">Q: What if I want to scale beyond 10,000 jurisdictions?</a></ul><li><a href=#-bottom-line class="table-of-contents__link toc-highlight">🎉 Bottom Line</a></ul></div></div></div></div></main></div></div></div><footer class="theme-layout-footer footer footer--dark"><div class="container container-fluid"><div class="row 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