Data UI

.env.example

@@ -1,13 +1,23 @@
-# SIMPLE .env Configuration for Volunteers
-# Copy this file to .env and add your actual API token
+# Tackle Hunger API Configuration
+# Copy this file to .env and fill in the actual values from GitHub secrets
 
-# Required: Get this from your team lead  
-AI_SCRAPING_TOKEN=your_ai_scraping_token_here
-
-# Optional: Custom GraphQL API URL (defaults to dev API if not set)
+# GraphQL API Endpoints
 AI_SCRAPING_GRAPHQL_URL=https://devapi.sboc.us/graphql
 
-# Optional: Environment (defaults to "dev" if not set)
+# API Authentication
+AI_SCRAPING_TOKEN=your_ai_scraping_token_here
+
+# Environment Selection (dev|copilot|staging|production)
 ENVIRONMENT=dev
 
-# That's it! The code handles everything else automatically.
+# AI/ETL Operation Identifiers
+CREATED_METHOD=AI_Copilot_Assistant
+MODIFIED_BY=''
+
+# Rate limiting and timeout settings
+API_RATE_LIMIT=10
+API_TIMEOUT=30
+
+# Logging configuration
+LOG_LEVEL=INFO
+LOG_FORMAT=json

.gitignore

@@ -174,3 +174,82 @@ env/
 
 # Docker
 docker-compose.override.yml
+
+# Personal review documents (local workspace only)
+PR65_REVIEW_SUMMARY.md
+
+# Test & Analysis Files (Tackle Hunger specific)
+test_*.py
+*_backup.py
+verify_*.py
+check_*.py
+investigate_*.py
+analyze_*.py
+demo_*.py
+explore_*.py
+export_*.py
+generate_*.py
+load_*.py
+setup_*.py
+quality_errors.csv
+test_results.csv
+data_analysis_*.csv
+test_quality_scans.db
+
+# Temporary Documentation (keep only curated docs in committed state)
+*_SUMMARY.md
+*_TRACKER.md
+*_CHECKLIST.md
+*_QUICKSTART.md
+*_FIX*.md
+*_UPDATE.md
+*_COMPLETE.md
+*_COMMENT.md
+*_ISSUE.md
+*_DRAFT.md
+*_GUIDE.md
+*_WORKSHEET.md
+MY_INVESTIGATION_WORKSHEET.md
+SESSION_SUMMARY_*.md
+IMPLEMENTATION_SUMMARY_*.md
+TESTING_CHECKLIST_*.md
+QUICK_START_*.md
+QUICK_REFERENCE_*.md
+PHASE_*.md
+!README.md
+!PRODUCTION_README.md
+!DEVELOPMENT_README.md
+!DATA_EXPLORER_README.md
+
+# Data Exports & Sample Data
+data_exports/
+sample_data.json
+main_function.txt
+
+# Scripts (temporary/test scripts only)
+scripts/test_*.py
+scripts/setup_*.py
+reorganize_file.py
+restart_streamlit.ps1
+run_explorer.py
+interactive_data_exploration.py
+
+# Environment Templates (keep template, ignore filled versions)
+env_template_for_apis.txt
+
+# SQLite databases (except production schema)
+*.db
+!migrations/*.sql
+
+# CSV data files
+*.csv
+!requirements*.txt
+
+# GitHub workflows (if not ready for production)
+.github/workflows/run-data-explorer.yml
+
+# Copilot config (local only)
+.copilot/
+
+# Examples directory (if contains sensitive data)
+examples/

.streamlit/config.toml

@@ -0,0 +1,47 @@
+[global]
+# Disable all development and warning features
+showWarningOnDirectExecution = false
+
+[server]
+# Run in headless mode - no browser opening
+headless = true
+
+# Force localhost only - no external network detection
+address = "localhost"  
+port = 8000
+
+# Disable CORS and XSRF which might trigger external lookups
+enableCORS = false
+enableXsrfProtection = false
+
+# Disable static file serving which might cause network calls
+enableStaticServing = false
+
+# Disable websocket compression to avoid potential network overhead
+enableWebsocketCompression = false
+
+[browser]
+# Completely disable usage statistics collection
+gatherUsageStats = false
+
+# Force browser connection to localhost only
+serverAddress = "localhost"
+serverPort = 8000
+
+[client]
+# Use minimal toolbar to avoid external feature checks
+toolbarMode = "minimal"
+
+# Don't show error details which might trigger external lookups
+showErrorDetails = "none"
+
+[runner]
+# Disable magic mode which might cause external calls
+magicEnabled = false
+
+# Use fast reruns to avoid delays that might trigger timeouts/external calls
+fastReruns = true
+
+[logger]
+# Set minimal logging to avoid external log services
+level = "error"

ACTION_PLAN_PHASE_4_AND_1.md

@@ -0,0 +1,124 @@
+# 🎯 Action Plan: Focus on Impact → Scale to Real Data
+
+## **PHASE 4: Focus on Impact (Immediate Actions)**
+
+### **✅ Action Item 1: Fix YMCA Food Hub Address**
+**Timeline**: This week
+**Priority**: HIGH - Real organization, wrong data hurts people seeking help
+
+**Steps:**
+1. **Contact YMCA of Greater New York**
+   - Phone: Look up main YMCA number
+   - Email: info@ymcanyc.org or similar
+   - Ask: "We found your Neighborhood Food Hub listed with Bronx address but it appears to be in Manhattan. Can you confirm correct address?"
+
+2. **Update Data Sources**
+   - Contact 211 database administrator
+   - Report address correction needed
+   - Provide verification documentation
+
+**Expected Outcome**: Correct address gets people to the right location for food assistance
+
+---
+
+### **✅ Action Item 2: Report False Listings**
+**Timeline**: This week
+**Priority**: MEDIUM - Prevents wasted time for people in need
+
+**Google Places - "Downtown Soup Kitchen"**
+1. Open Google Maps, search "Downtown Soup Kitchen, 654 Broadway, NYC"
+2. Click "Suggest an edit" → "Remove this place"
+3. Reason: "This business does not exist at this location. 654 Broadway is the American Express building."
+
+**Yelp - "St. Mark's Food Pantry"**
+1. Find the listing on Yelp
+2. Use "Report a Problem" feature
+3. Select "Business doesn't exist" 
+4. Provide details: "789 2nd Ave is a residential building, no food pantry exists here"
+
+**Expected Outcome**: Clean up false data that misleads people seeking help
+
+---
+
+### **✅ Action Item 3: Research Holy Apostles Addition**
+**Timeline**: Next 2 weeks  
+**Priority**: MEDIUM - Major food program may need better data coverage
+
+**Research Steps:**
+1. **Check 211 Coverage**
+   - Search 211nyc.org for "Holy Apostles Soup Kitchen"
+   - Search for "292 9th Ave" 
+   - Document: Is it listed? Is info complete/current?
+
+2. **Contact Holy Apostles Directly**
+   - Phone: (212) 807-6799 (likely)
+   - Website: holyapostlesnyc.org (likely)
+   - Ask: "Are you listed in the 211 database? Would you like to be?"
+
+3. **Coordinate with 211**
+   - If not listed or needs update, contact 211 administrator
+   - Provide complete organization details
+   - Request addition/update
+
+**Expected Outcome**: NYC's largest emergency food program gets proper database coverage
+
+---
+
+### **📊 Success Metrics for Phase 4:**
+- [ ] YMCA address corrected in at least one database
+- [ ] 2 false listings reported and flagged for removal  
+- [ ] Holy Apostles 211 status documented
+- [ ] Clear next steps identified for any gaps found
+
+---
+
+## **PHASE 1: Scale to Real Data (After Impact Actions)**
+
+### **🔧 Technical Preparation**
+
+**API Access Setup:**
+- [ ] **211 API**: Contact 211nyc.org for developer access
+- [ ] **Google Places API**: Set up Google Cloud project, enable Places API
+- [ ] **Yelp Fusion API**: Register at developer.yelp.com
+
+**Code Updates Needed:**
+```python
+# Update graphql_client.py with real API endpoints
+# Add rate limiting for API calls
+# Implement proper error handling
+# Add data export functionality
+```
+
+### **🎯 Real Data Strategy**
+
+**Target Scope:**
+- **Geographic**: Start with Manhattan (high density, good for testing)
+- **Service Type**: Food assistance organizations
+- **Expected Volume**: 500-2000 organizations
+- **Gap Analysis**: Focus on single-source organizations
+
+**Quality Assurance:**
+- Sample 10% of gaps for manual verification
+- Document investigation findings
+- Track data quality patterns
+- Refine algorithm based on results
+
+### **📈 Scaling Plan**
+
+**Week 1-2**: API setup and testing
+**Week 3-4**: Run Manhattan gap analysis  
+**Week 5-6**: Investigate top 20 gaps
+**Week 7-8**: Document findings and expand to other boroughs
+
+---
+
+## **🚀 Getting Started Today**
+
+**Immediate Next Step**: Pick one Action Item from Phase 4 and start today!
+
+**Recommended Starting Point**: 
+✅ **Action Item 2 (Report False Listings)** - Takes 10 minutes, immediate impact
+
+**Quick Win**: Report the "Downtown Soup Kitchen" false listing to Google Places right now. It's the easiest action that will prevent people from wasting time looking for help at the wrong address.
+
+Ready to dive in?