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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>Integrations</span><li class="breadcrumbs__item breadcrumbs__item--active"><span class=breadcrumbs__link>Grants.gov API Integration</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>Grants.gov API Integration</h1></header> | |
| <p>Track federal grant opportunities and match them to nonprofits in your database.</p> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=overview>Overview<a href=#overview class=hash-link aria-label="Direct link to Overview" title="Direct link to Overview" translate=no></a></h2> | |
| <p>The Grants.gov API provides access to <strong>federal grant opportunities</strong> from all federal agencies. This integration adds a NEW dimension to your data by tracking <strong>available grants</strong> (future opportunities) alongside your existing <strong>IRS Form 990 data</strong> (past awards).</p> | |
| <p><strong>API Documentation</strong>: <a href=https://www.grants.gov/api target=_blank rel="noopener noreferrer" class="">https://www.grants.gov/api</a></p> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=what-you-get>What You Get<a href=#what-you-get class=hash-link aria-label="Direct link to What You Get" title="Direct link to What You Get" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=data-not-in-your-current-system>Data NOT in Your Current System<a href=#data-not-in-your-current-system class=hash-link aria-label="Direct link to Data NOT in Your Current System" title="Direct link to Data NOT in Your Current System" translate=no></a></h3> | |
| <p>✅ <strong>Federal Grant Opportunities</strong>:</p> | |
| <ul> | |
| <li class="">Grant titles, descriptions, and purposes</li> | |
| <li class="">Funding amounts and award ceilings</li> | |
| <li class="">Eligibility criteria</li> | |
| <li class="">Application deadlines</li> | |
| <li class="">Opportunity status (forecasted, posted, closed, archived)</li> | |
| <li class="">Assistance Listing Numbers (ALN/CFDA)</li> | |
| <li class="">Agency contact information</li> | |
| </ul> | |
| <p>✅ <strong>Search Capabilities</strong>:</p> | |
| <ul> | |
| <li class="">Filter by keyword (e.g., "oral health", "dental care")</li> | |
| <li class="">Filter by funding category (HL = Health)</li> | |
| <li class="">Filter by federal agency (HHS, NIH, CDC)</li> | |
| <li class="">Filter by opportunity status</li> | |
| </ul> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=authentication>Authentication<a href=#authentication class=hash-link aria-label="Direct link to Authentication" title="Direct link to Authentication" translate=no></a></h3> | |
| <p><strong>NO API KEY REQUIRED</strong> for public endpoints (<code>search2</code> and <code>fetchOpportunity</code>)!</p> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=use-cases>Use Cases<a href=#use-cases class=hash-link aria-label="Direct link to Use Cases" title="Direct link to Use Cases" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=1-grant-opportunity-alerts>1. Grant Opportunity Alerts<a href=#1-grant-opportunity-alerts class=hash-link aria-label="Direct link to 1. Grant Opportunity Alerts" title="Direct link to 1. Grant Opportunity Alerts" translate=no></a></h3> | |
| <p>Alert nonprofits in your database about relevant funding opportunities:</p> | |
| <div class="language-python codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-python codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token keyword" style=color:#00009f>from</span><span class="token plain"> discovery</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">grants_gov_integration </span><span class="token keyword" style=color:#00009f>import</span><span class="token plain"> GrantsGovAPI</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"> GrantMatcher</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"></span><span class="token comment" style=color:#999988;font-style:italic># Initialize API</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">api </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> GrantsGovAPI</span><span class="token punctuation" style=color:#393A34>(</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">matcher </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> GrantMatcher</span><span class="token punctuation" style=color:#393A34>(</span><span class="token plain">api</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></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"></span><span class="token comment" style=color:#999988;font-style:italic># Find all oral health grants</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">oral_health_grants </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> matcher</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">find_oral_health_grants</span><span class="token punctuation" style=color:#393A34>(</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> opp_statuses</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"forecasted|posted"</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></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"></span><span class="token keyword" style=color:#00009f>print</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string-interpolation string" style=color:#e3116c>f"Found </span><span class="token string-interpolation interpolation punctuation" style=color:#393A34>{</span><span class="token string-interpolation interpolation builtin">len</span><span class="token string-interpolation interpolation punctuation" style=color:#393A34>(</span><span class="token string-interpolation interpolation">oral_health_grants</span><span class="token string-interpolation interpolation punctuation" style=color:#393A34>)</span><span class="token string-interpolation interpolation punctuation" style=color:#393A34>:</span><span class="token string-interpolation interpolation format-spec">,</span><span class="token string-interpolation interpolation punctuation" style=color:#393A34>}</span><span class="token string-interpolation string" style=color:#e3116c> opportunities"</span><span class="token punctuation" style=color:#393A34>)</span><br/></div></code></pre></div></div> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=2-match-grants-to-state-nonprofits>2. Match Grants to State Nonprofits<a href=#2-match-grants-to-state-nonprofits class=hash-link aria-label="Direct link to 2. Match Grants to State Nonprofits" title="Direct link to 2. Match Grants to State Nonprofits" translate=no></a></h3> | |
| <div class="language-python codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-python codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token keyword" style=color:#00009f>import</span><span class="token plain"> pandas </span><span class="token keyword" style=color:#00009f>as</span><span class="token plain"> pd</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"></span><span class="token comment" style=color:#999988;font-style:italic># Load MA nonprofits</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">nonprofits </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> pd</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">read_parquet</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string" style=color:#e3116c>"data/gold/states/MA/nonprofits_organizations.parquet"</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></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"></span><span class="token comment" style=color:#999988;font-style:italic># Match grants to MA organizations</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">matches </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> matcher</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">match_grants_to_state</span><span class="token punctuation" style=color:#393A34>(</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> state_code</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"MA"</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> grants_df</span><span class="token operator" style=color:#393A34>=</span><span class="token plain">oral_health_grants</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> nonprofits_df</span><span class="token operator" style=color:#393A34>=</span><span class="token plain">nonprofits</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></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"></span><span class="token comment" style=color:#999988;font-style:italic># Save results</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">matches</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">to_parquet</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string" style=color:#e3116c>"data/gold/states/MA/available_grants.parquet"</span><span class="token punctuation" style=color:#393A34>)</span><br/></div></code></pre></div></div> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=3-track-funding-trends>3. Track Funding Trends<a href=#3-track-funding-trends class=hash-link aria-label="Direct link to 3. Track Funding Trends" title="Direct link to 3. Track Funding Trends" translate=no></a></h3> | |
| <p>Compare available opportunities (Grants.gov) with received funding (IRS 990):</p> | |
| <div class="language-python codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-python codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token comment" style=color:#999988;font-style:italic># What grants are AVAILABLE?</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">available </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> api</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">search_to_dataframe</span><span class="token punctuation" style=color:#393A34>(</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> keyword</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"oral health"</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> funding_categories</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"HL"</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> opp_statuses</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"posted"</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></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"></span><span class="token comment" style=color:#999988;font-style:italic># What grants were RECEIVED? (from IRS 990)</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">received </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> pd</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">read_parquet</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string" style=color:#e3116c>"data/gold/states/MA/grants_revenue_sources.parquet"</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></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"></span><span class="token comment" style=color:#999988;font-style:italic># Analysis: Are there gaps?</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token comment" style=color:#999988;font-style:italic># - High demand categories with few opportunities?</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token comment" style=color:#999988;font-style:italic># - Opportunities that aren't being utilized?</span><br/></div></code></pre></div></div> | |
| <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> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=search-for-oral-health-grants>Search for Oral Health Grants<a href=#search-for-oral-health-grants class=hash-link aria-label="Direct link to Search for Oral Health Grants" title="Direct link to Search for Oral Health Grants" 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">python discovery/grants_gov_integration.py \</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> --oral-health \</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> --output data/gold/grants</span><br/></div></code></pre></div></div> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=custom-search>Custom Search<a href=#custom-search class=hash-link aria-label="Direct link to Custom Search" title="Direct link to Custom Search" 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">python discovery/grants_gov_integration.py \</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> --keyword "fluoridation" \</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> --funding-category HL \</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> --agency HHS \</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> --output data/gold/grants</span><br/></div></code></pre></div></div> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=api-endpoints>API Endpoints<a href=#api-endpoints class=hash-link aria-label="Direct link to API Endpoints" title="Direct link to API Endpoints" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=search2>search2<a href=#search2 class=hash-link aria-label="Direct link to search2" title="Direct link to search2" translate=no></a></h3> | |
| <p>Search for grant opportunities:</p> | |
| <div class="language-python codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-python 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">api </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> GrantsGovAPI</span><span class="token punctuation" style=color:#393A34>(</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></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">results </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> api</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">search_opportunities</span><span class="token punctuation" style=color:#393A34>(</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> keyword</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"oral health"</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> funding_categories</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"HL"</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"> </span><span class="token comment" style=color:#999988;font-style:italic># Health</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> agencies</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"HHS"</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"> </span><span class="token comment" style=color:#999988;font-style:italic># Health & Human Services</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> opp_statuses</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"forecasted|posted"</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> rows</span><span class="token operator" style=color:#393A34>=</span><span class="token number" style=color:#36acaa>100</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token punctuation" style=color:#393A34>)</span><br/></div></code></pre></div></div> | |
| <p><strong>Parameters</strong>:</p> | |
| <ul> | |
| <li class=""><code>keyword</code>: Search term (e.g., "oral health", "dental")</li> | |
| <li class=""><code>funding_categories</code>: Category codes (HL=Health, ED=Education, ENV=Environment)</li> | |
| <li class=""><code>agencies</code>: Agency codes (HHS, HHS-NIH, HHS-CDC, EPA)</li> | |
| <li class=""><code>opp_statuses</code>: Pipe-separated statuses (forecasted|posted|closed|archived)</li> | |
| <li class=""><code>eligibilities</code>: Eligibility codes</li> | |
| <li class=""><code>aln</code>: Assistance Listing Number (formerly CFDA)</li> | |
| <li class=""><code>rows</code>: Results per page (max 100)</li> | |
| </ul> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=fetchopportunity>fetchOpportunity<a href=#fetchopportunity class=hash-link aria-label="Direct link to fetchOpportunity" title="Direct link to fetchOpportunity" translate=no></a></h3> | |
| <p>Get detailed information about a specific grant:</p> | |
| <div class="language-python codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-python 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">details </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> api</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">fetch_opportunity</span><span class="token punctuation" style=color:#393A34>(</span><span class="token plain">opportunity_id</span><span class="token operator" style=color:#393A34>=</span><span class="token number" style=color:#36acaa>289999</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></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"></span><span class="token comment" style=color:#999988;font-style:italic># Access detailed data</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">synopsis </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> details</span><span class="token punctuation" style=color:#393A34>[</span><span class="token string" style=color:#e3116c>'data'</span><span class="token punctuation" style=color:#393A34>]</span><span class="token punctuation" style=color:#393A34>[</span><span class="token string" style=color:#e3116c>'synopsis'</span><span class="token punctuation" style=color:#393A34>]</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">eligibility </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> details</span><span class="token punctuation" style=color:#393A34>[</span><span class="token string" style=color:#e3116c>'data'</span><span class="token punctuation" style=color:#393A34>]</span><span class="token punctuation" style=color:#393A34>[</span><span class="token string" style=color:#e3116c>'eligibility'</span><span class="token punctuation" style=color:#393A34>]</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">funding </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> details</span><span class="token punctuation" style=color:#393A34>[</span><span class="token string" style=color:#e3116c>'data'</span><span class="token punctuation" style=color:#393A34>]</span><span class="token punctuation" style=color:#393A34>[</span><span class="token string" style=color:#e3116c>'fundingDetails'</span><span class="token punctuation" style=color:#393A34>]</span><br/></div></code></pre></div></div> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=data-schema>Data Schema<a href=#data-schema class=hash-link aria-label="Direct link to Data Schema" title="Direct link to Data Schema" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=opportunity-fields>Opportunity Fields<a href=#opportunity-fields class=hash-link aria-label="Direct link to Opportunity Fields" title="Direct link to Opportunity Fields" translate=no></a></h3> | |
| <table><thead><tr><th>Field<th>Description<th>Example<tbody><tr><td><code>id</code><td>Opportunity ID<td>289999<tr><td><code>opportunityNumber</code><td>Grant number<td>HHS-2024-ACF-001<tr><td><code>opportunityTitle</code><td>Grant title<td>Oral Health Community Programs<tr><td><code>agencyCode</code><td>Agency code<td>HHS<tr><td><code>agencyName</code><td>Agency name<td>Health & Human Services<tr><td><code>openDate</code><td>Application open date<td>2024-10-15<tr><td><code>closeDate</code><td>Application deadline<td>2024-12-31<tr><td><code>opportunityStatus</code><td>Status<td>posted, forecasted, closed<tr><td><code>cfdaList</code><td>Assistance Listing Numbers<td><code>[{"cfdaNumber": "93.223"}]</code><tr><td><code>fundingCategories</code><td>Funding category codes<td>HL (Health)</table> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=integration-with-existing-data>Integration with Existing Data<a href=#integration-with-existing-data class=hash-link aria-label="Direct link to Integration with Existing Data" title="Direct link to Integration with Existing Data" translate=no></a></h2> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=complete-grant-lifecycle-tracking>Complete Grant Lifecycle Tracking<a href=#complete-grant-lifecycle-tracking class=hash-link aria-label="Direct link to Complete Grant Lifecycle Tracking" title="Direct link to Complete Grant Lifecycle Tracking" translate=no></a></h3> | |
| <div class="language-text codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-text 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">┌─────────────────────────┐</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ Grants.gov API │ ← FUTURE: Available opportunities</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ (This Integration) │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ • Posted grants │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ • Eligibility │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ • Deadlines │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">└───────────┬─────────────┘</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> ▼</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">┌─────────────────────────┐</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ Your Dashboard │ ← PRESENT: Alert & match</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ • Match to nonprofits │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ • Send alerts │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ • Track applications │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">└───────────┬─────────────┘</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> ▼</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">┌─────────────────────────┐</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ IRS Form 990 │ ← PAST: Received funding</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ (Existing Data) │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ • Government grants │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ • Foundation grants │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">│ • Revenue sources │</span><br/></div><div class=token-line style=color:#393A34><span class="token plain">└─────────────────────────┘</span><br/></div></code></pre></div></div> | |
| <h3 class="anchor anchorTargetStickyNavbar_Vzrq" id=combined-analysis>Combined Analysis<a href=#combined-analysis class=hash-link aria-label="Direct link to Combined Analysis" title="Direct link to Combined Analysis" translate=no></a></h3> | |
| <div class="language-python codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-python codeBlock_bY9V thin-scrollbar" style=color:#393A34;background-color:#f6f8fa><code class=codeBlockLines_e6Vv><div class=token-line style=color:#393A34><span class="token comment" style=color:#999988;font-style:italic># Which MA nonprofits received federal health grants last year?</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">past_grants </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> pd</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">read_parquet</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string" style=color:#e3116c>"data/gold/states/MA/grants_revenue_sources.parquet"</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">federal_recipients </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> past_grants</span><span class="token punctuation" style=color:#393A34>[</span><span class="token plain">past_grants</span><span class="token punctuation" style=color:#393A34>[</span><span class="token string" style=color:#e3116c>'government_grants'</span><span class="token punctuation" style=color:#393A34>]</span><span class="token plain"> </span><span class="token operator" style=color:#393A34>></span><span class="token plain"> </span><span class="token number" style=color:#36acaa>0</span><span class="token punctuation" style=color:#393A34>]</span><span class="token plain"></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"></span><span class="token comment" style=color:#999988;font-style:italic># What federal health grants are available NOW?</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain">current_opportunities </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> api</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">search_to_dataframe</span><span class="token punctuation" style=color:#393A34>(</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> keyword</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"health"</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> funding_categories</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"HL"</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> agencies</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"HHS"</span><span class="token punctuation" style=color:#393A34>,</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> opp_statuses</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"posted"</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></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"></span><span class="token comment" style=color:#999988;font-style:italic># Analysis: Success rate, funding gaps, opportunity awareness</span><br/></div></code></pre></div></div> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=funding-categories>Funding Categories<a href=#funding-categories class=hash-link aria-label="Direct link to Funding Categories" title="Direct link to Funding Categories" translate=no></a></h2> | |
| <p>Common funding category codes:</p> | |
| <table><thead><tr><th>Code<th>Category<th>Examples<tbody><tr><td><code>HL</code><td>Health<td>Oral health, mental health, public health<tr><td><code>ED</code><td>Education<td>School programs, literacy<tr><td><code>ENV</code><td>Environment<td>Clean water, pollution control<tr><td><code>FA</code><td>Food & Agriculture<td>Nutrition, food safety<tr><td><code>CD</code><td>Community Development<td>Housing, economic development<tr><td><code>O</code><td>Other<td>Multi-purpose grants</table> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=agency-codes>Agency Codes<a href=#agency-codes class=hash-link aria-label="Direct link to Agency Codes" title="Direct link to Agency Codes" translate=no></a></h2> | |
| <p>Major federal agencies:</p> | |
| <table><thead><tr><th>Code<th>Agency<th>Focus Areas<tbody><tr><td><code>HHS</code><td>Health & Human Services<td>Health programs<tr><td><code>HHS-NIH</code><td>National Institutes of Health<td>Medical research<tr><td><code>HHS-CDC</code><td>Centers for Disease Control<td>Public health<tr><td><code>HHS-HRSA</code><td>Health Resources & Services<td>Healthcare access<tr><td><code>EPA</code><td>Environmental Protection Agency<td>Environmental health<tr><td><code>ED</code><td>Department of Education<td>School health programs</table> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=rate-limiting>Rate Limiting<a href=#rate-limiting class=hash-link aria-label="Direct link to Rate Limiting" title="Direct link to Rate Limiting" translate=no></a></h2> | |
| <p>The API does not publish official rate limits, but best practices:</p> | |
| <ul> | |
| <li class=""><strong>Recommended</strong>: 1-2 requests per second</li> | |
| <li class=""><strong>Polite</strong>: 0.5-1 second delay between requests</li> | |
| <li class=""><strong>Batch operations</strong>: Use pagination (<code>rows=100</code>) to minimize requests</li> | |
| </ul> | |
| <p>Our implementation includes automatic rate limiting (500ms delay).</p> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=error-handling>Error Handling<a href=#error-handling class=hash-link aria-label="Direct link to Error Handling" title="Direct link to Error Handling" translate=no></a></h2> | |
| <p>All API responses include an error code:</p> | |
| <div class="language-python codeBlockContainer_Ckt0 theme-code-block" style=--prism-color:#393A34;--prism-background-color:#f6f8fa><div class=codeBlockContent_QJqH><pre tabindex=0 class="prism-code language-python 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">response </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> api</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">search_opportunities</span><span class="token punctuation" style=color:#393A34>(</span><span class="token plain">keyword</span><span class="token operator" style=color:#393A34>=</span><span class="token string" style=color:#e3116c>"health"</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"></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"></span><span class="token keyword" style=color:#00009f>if</span><span class="token plain"> response</span><span class="token punctuation" style=color:#393A34>.</span><span class="token plain">get</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string" style=color:#e3116c>"errorcode"</span><span class="token punctuation" style=color:#393A34>)</span><span class="token plain"> </span><span class="token operator" style=color:#393A34>==</span><span class="token plain"> </span><span class="token number" style=color:#36acaa>0</span><span class="token punctuation" style=color:#393A34>:</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> </span><span class="token comment" style=color:#999988;font-style:italic># Success</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> opportunities </span><span class="token operator" style=color:#393A34>=</span><span class="token plain"> response</span><span class="token punctuation" style=color:#393A34>[</span><span class="token string" style=color:#e3116c>'data'</span><span class="token punctuation" style=color:#393A34>]</span><span class="token punctuation" style=color:#393A34>[</span><span class="token string" style=color:#e3116c>'oppHits'</span><span class="token punctuation" style=color:#393A34>]</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"></span><span class="token keyword" style=color:#00009f>else</span><span class="token punctuation" style=color:#393A34>:</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> </span><span class="token comment" style=color:#999988;font-style:italic># Error</span><span class="token plain"></span><br/></div><div class=token-line style=color:#393A34><span class="token plain"> </span><span class="token keyword" style=color:#00009f>print</span><span class="token punctuation" style=color:#393A34>(</span><span class="token string-interpolation string" style=color:#e3116c>f"Error: </span><span class="token string-interpolation interpolation punctuation" style=color:#393A34>{</span><span class="token string-interpolation interpolation">response</span><span class="token string-interpolation interpolation punctuation" style=color:#393A34>.</span><span class="token string-interpolation interpolation">get</span><span class="token string-interpolation interpolation punctuation" style=color:#393A34>(</span><span class="token string-interpolation interpolation string" style=color:#e3116c>'msg'</span><span class="token string-interpolation interpolation punctuation" style=color:#393A34>)</span><span class="token string-interpolation interpolation punctuation" style=color:#393A34>}</span><span class="token string-interpolation string" style=color:#e3116c>"</span><span class="token punctuation" style=color:#393A34>)</span><br/></div></code></pre></div></div> | |
| <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> | |
| <ol> | |
| <li class=""> | |
| <p><strong>Test the integration</strong>:</p> | |
| <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">python discovery/grants_gov_integration.py --oral-health</span><br/></div></code></pre></div></div> | |
| </li> | |
| <li class=""> | |
| <p><strong>Schedule regular updates</strong>:</p> | |
| <ul> | |
| <li class="">Daily cron job to fetch new opportunities</li> | |
| <li class="">Weekly digest emails to nonprofits</li> | |
| <li class="">Dashboard widget showing "Latest Grants"</li> | |
| </ul> | |
| </li> | |
| <li class=""> | |
| <p><strong>Enhance matching</strong>:</p> | |
| <ul> | |
| <li class="">Filter by NTEE codes (oral health orgs only)</li> | |
| <li class="">Check organization size (capacity to apply)</li> | |
| <li class="">Historical success rate analysis</li> | |
| </ul> | |
| </li> | |
| <li class=""> | |
| <p><strong>Build alerts system</strong>:</p> | |
| <ul> | |
| <li class="">Email notifications for relevant grants</li> | |
| <li class="">SMS alerts for approaching deadlines</li> | |
| <li class="">Dashboard notifications for new opportunities</li> | |
| </ul> | |
| </li> | |
| </ol> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=additional-resources>Additional Resources<a href=#additional-resources class=hash-link aria-label="Direct link to Additional Resources" title="Direct link to Additional Resources" translate=no></a></h2> | |
| <ul> | |
| <li class=""><a href=https://www.grants.gov/api target=_blank rel="noopener noreferrer" class="">Grants.gov API Documentation</a></li> | |
| <li class=""><a href=https://www.grants.gov/api/api-guide target=_blank rel="noopener noreferrer" class="">API Guide</a></li> | |
| <li class=""><a href=https://sam.gov/content/assistance-listings target=_blank rel="noopener noreferrer" class="">Assistance Listings (formerly CFDA)</a></li> | |
| <li class=""><a href=https://www.grants.gov/learning-center target=_blank rel="noopener noreferrer" class="">Grants.gov Learning Center</a></li> | |
| </ul> | |
| <h2 class="anchor anchorTargetStickyNavbar_Vzrq" id=related-data-sources>Related Data Sources<a href=#related-data-sources class=hash-link aria-label="Direct link to Related Data Sources" title="Direct link to Related Data Sources" translate=no></a></h2> | |
| <ul> | |
| <li class=""><strong>USAspending.gov API</strong>: Actual grant awards and spending data (complements Grants.gov opportunities)</li> | |
| <li class=""><strong>SAM.gov</strong>: Entity registration and contract opportunities</li> | |
| <li class=""><strong>IRS Form 990</strong> (your existing data): Nonprofit financial reports showing received grants</li> | |
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