Modified and added automation

.gitignore

@@ -0,0 +1,47 @@
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+env/
+venv/
+ENV/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Google Credentials (IMPORTANT: Never commit these!)
+credentials.json
+config.json
+token.json
+*.json.backup
+
+# Environment variables
+.env
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+
+# OS
+.DS_Store
+Thumbs.db
+
+# Logs
+*.log

README.md

@@ -1,11 +1,270 @@
+# Telugu Dialect Map
+
+**Interactive web-based visualization of Telugu dialect words across Telangana and Andhra Pradesh districts.**
+
+## 🎯 Features
+
+- **48 Districts**: 33 Telangana + 15 Andhra Pradesh districts
+- **Dynamic Data Loading**: Automatically loads data from JSON sources
+- **Interactive Map**: Click districts to explore local vocabulary, meanings, and sources
+- **Rich Content**: 3000+ verified dialect terms from crowdsourced and JSONL data
+- **Zero Build Required**: Pure static site with automatic data loading
+
+## 🚀 How to Run
+
+### **Complete Setup (First Time)**
+
+```bash
+# 1. Navigate to project directory
+cd /home/kashikuldeep/Desktop/swechaworkspace/dilacet-map/indian-dialects-maps
+
+# 2. Activate virtual environment
+source venv/bin/activate
+
+# 3. Start automation (syncs Google Sheets every 5 minutes)
+python scripts/automation_runner.py &
+
+# 4. Start web server (in new terminal or background)
+python -m http.server 8080 &
+
+# 5. Open in browser
+# Navigate to: http://localhost:8080/
+```
+
+### **Quick Run (After First Time)**
+
+```bash
+# Activate virtual environment
+source venv/bin/activate
+
+# Start both services
+python scripts/automation_runner.py &
+python -m http.server 8080 &
+
+# Open: http://localhost:8080/
+```
+
+### **Stop Services**
+
+```bash
+# Press Ctrl+C in the terminals, or:
+pkill -f automation_runner
+pkill -f "http.server 8080"
+```
+
+**Important:** Use `http://localhost:8080/` not `file://` URLs (browser security blocks JSON loading from file://)
+
 ---
-title: Telangana Dialect Map
-emoji: 🐠
-colorFrom: gray
-colorTo: purple
-sdk: static
-pinned: false
-license: agpl-3.0
+
+## 🎯 What You'll See
+
+1. **Automation Console**: Shows sync status every 5 minutes
+2. **Web Interface**: Interactive map with 48 districts (33 Telangana + 15 Andhra Pradesh)
+3. **Auto-Updates**: Edit Google Sheets → Changes appear within 5 minutes!
+
+## 🤖 Automated Data Updates
+
+The project includes **automated synchronization** from Google Sheets:
+
+- **File Watcher**: Automatically converts CSV → JSON when files change
+- **Google Sheets Sync**: Downloads sheet data every 5 minutes
+- **Zero Manual Work**: Update your Google Sheet and changes appear automatically!
+
+### Configuration
+
+Your automation is already configured for:
+- **Processed Dialects Sheet**: 901 rows
+- **Digiwords Sheet**: 178 rows
+- **Sync Interval**: Every 5 minutes
+
+To modify settings, edit `config.json`:
+```json
+{
+  "google_sheets": {
+    "enabled": true,
+    "sync_interval_minutes": 5,
+    "spreadsheets": [...]
+  }
+}
+```
+
+📖 **[Full Automation Setup Guide →](AUTOMATION_SETUP.md)**
+
+## 📂 Project Structure
+
+```
+indian-dialects-maps/
+├── index.html                      # Main visualization (open this via http server)
+├── data/
+│   └── processed/
+│       ├── processed_dialects.json      # JSONL-processed dialect data
+│       └── digiwords_grouped.json       # Crowdsourced dialect data
+├── sheets_output/                       # CSV files (auto-converted to JSON)
+│   ├── processed_dialects.csv
+│   └── digiwords_grouped.csv
+├── scripts/                             # Automation scripts (NEW!)
+│   ├── csv_to_json.py                   # CSV → JSON converter
+│   ├── sheets_sync.py                   # Google Sheets downloader
+│   ├── file_watcher.py                  # Auto-conversion on file changes
+│   └── automation_runner.py             # Main automation orchestrator
+├── config.json                          # Automation configuration
+├── requirements.txt                     # Python dependencies
+├── AUTOMATION_SETUP.md                  # Detailed setup guide
+└── README.md
+```
+
+## 🔄 How It Works
+
+### Manual Mode (Original)
+1. **Load `index.html`**: Contains hardcoded data for 33 Telangana districts
+2. **Fetch `processed_dialects.json`**: Enhances/adds districts from JSONL data
+3. **Fetch `digiwords_grouped.json`**: 
+   - Merges additional words into Telangana districts
+   - Automatically adds 15 Andhra Pradesh districts with coordinates
+4. **Render**: All districts appear on the map with merged data
+
+### Automated Mode (NEW!)
+1. **Google Sheets**: Update your dialect data in Google Sheets
+2. **Auto-Sync**: Script downloads sheets as CSV (every 5 min)
+3. **File Watcher**: Detects CSV changes
+4. **Auto-Convert**: CSV files → JSON format
+5. **Browser**: Refresh to see updates on the map!
+
+**Flow:**
+```
+Google Sheet → CSV (sheets_output/) → JSON (data/processed/) → Browser (index.html)
+     ↓              ↓                      ↓
+  Manual Edit   File Watcher         Auto-Refresh
+```
+
+**Smart Merging:**
+- Existing districts → Appends new words
+- New AP districts → Creates markers automatically
+- Graceful fallback if JSON files are missing
+
+## 📊 Current Data Coverage
+
+| State | Districts | Words | Sources |
+|-------|-----------|-------|---------|
+| **Telangana** | 33 | 2000+ | Hardcoded + JSONL + Digiwords |
+| **Andhra Pradesh** | 15 | 1000+ | Digiwords (crowdsourced) |
+| **Total** | **48** | **3000+** | Multiple sources |
+
+### Andhra Pradesh Districts:
+Anantapur, Annamayya, Chittoor, East Godavari, Eluru, Kadapa, Kurnool, Nandyal, Ongole, Tirupati, Srikakulam, Visakhapatnam, Vizianagaram, West Godavari, Rayalaseema
+
+## 🎨 Adding New Data
+
+### Update Existing JSON Files
+
+**Edit `data/processed/digiwords_grouped.json`:**
+```json
+{
+  "Telangana": {
+    "YourDistrict": [
+      {"t": "తెలుగుపదం", "m": "meaning", "s": "Crowd"}
+    ]
+  },
+  "Andhra Pradesh": {
+    "YourDistrict": [
+      {"t": "తెలుగుపదం", "m": "meaning", "s": "Crowd"}
+    ]
+  }
+}
+```
+
+**Edit `data/processed/processed_dialects.json`:**
+```json
+[
+  {
+    "name": "YourDistrict",
+    "region": "Region Name",
+    "words": [
+      {"t": "తెలుగుపదం", "m": "meaning", "s": "Source"}
+    ]
+  }
+]
+```
+
+Then refresh the browser!
+
+### Add New AP District Coordinates
+
+If adding a new Andhra Pradesh district, update `index.html`:
+
+```javascript
+const AP_COORDINATES = {
+    "YourDistrict": { 
+        lat: 00.0000, 
+        lng: 00.0000, 
+        region: "Region Name", 
+        history: "Historical context..." 
+    },
+    // ...
+};
+```
+
+## 🛠️ Technical Stack
+
+- **Frontend**: HTML5, Vanilla JavaScript, Leaflet.js
+- **Data Format**: JSON (pre-processed)
+- **Map Library**: Leaflet with CartoDB basemap
+- **Server**: Any HTTP server (Python, Node, etc.)
+- **No Build Step**: Pure static site
+
+## 🐛 Troubleshooting
+
+### Data Not Loading?
+
+✅ **Check #1:** Are you using `http://localhost:8000/`?
+- ❌ Don't use `file://` URLs
+- ✅ Use an HTTP server
+
+✅ **Check #2:** Is the server running?
+```bash
+python3 -m http.server 8000
+```
+
+✅ **Check #3:** Hard refresh the page
+- Press `Ctrl + Shift + R` (Windows/Linux)
+- Press `Cmd + Shift + R` (Mac)
+
+✅ **Check #4:** Check browser console (F12)
+- Look for fetch errors
+- Should see loading messages
+
+### Server Won't Start?
+
+```bash
+# Kill process on port 8000
+lsof -ti:8000 | xargs kill -9
+
+# Start fresh
+python3 -m http.server 8000
+```
+
+### Still Not Working?
+
+1. Open browser console (F12)
+2. Look for error messages
+3. Check that JSON files exist in `data/processed/`
+4. Verify you're on the correct URL (`localhost:8000` not `127.0.0.1` if redirects are weird)
+
+## 📝 Technical Notes
+
+- Telugu text uses web fonts (Poppins, Ramabhadra)
+- Console shows detailed merge logs for debugging
+- Map centered at (16.5°N, 79.8°E) to show both states
+- Zoom level: 6.5 (fits both Telangana and AP)
+- Data loads asynchronously with `async/await`
+
+## 🤝 Contributing
+
+To add more dialect data:
+1. Edit the JSON files in `data/processed/`
+2. Refresh `http://localhost:8000/`
+3. That's it!
+
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+**Made with ❤️ for preserving Telugu linguistic heritage across Telangana and Andhra Pradesh**

data/processed/digiwords_grouped.json

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+{
+  "Telangana": {
+    "Adilabad": [
+      {
+        "t": "చోలోట్",
+        "m": "మంచి (Good)",
+        "s": "Crowd"
+      },
+      {
+        "t": "వంచెడ్ చిబడ్",
+        "m": "అంటు ముట్టుకోడం",
+        "s": "Crowd"
+      },
+      {
+        "t": "వడోగు",
+        "m": "దూడ (Calf)",
+        "s": "Crowd"
+      },
+      {
+        "t": "ముచిలి పడన్",
+        "m": "ఎర్ర తుమ్మెద",
+        "s": "Crowd"
+      },
+      {
+        "t": "సర్కార్",
+        "m": "నాశనం",
+        "s": "Crowd"
+      },
+      {
+        "t": "వజీర్",
+        "m": "ముసలి",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఖైని",
+        "m": "వదిన",
+        "s": "Crowd"
+      },
+      {
+        "t": "సూన్",
+        "m": "కోడలు",
+        "s": "Crowd"
+      },
+      {
+        "t": "Poral batal",
+        "m": "Temple term (Keslapur)",
+        "s": "Crowd"
+      }
+    ],
+    "Gadwal": [
+      {
+        "t": "ఓల్లి",
+        "m": "No",
+        "s": "Crowd"
+      },
+      {
+        "t": "కూడు తింటవా",
+        "m": "తిన్నారా",
+        "s": "Crowd"
+      },
+      {
+        "t": "తువ్వ",
+        "m": "ఎర్ర పొలం",
+        "s": "Crowd"
+      },
+      {
+        "t": "పురకోస",
+        "m": "జూట్ దార",
+        "s": "Crowd"
+      },
+      {
+        "t": "జుముజలమ్మ",
+        "m": "దేవత",
+        "s": "Crowd"
+      },
+      {
+        "t": "తలుగు ఎల్లమ్మ",
+        "m": "దేవత",
+        "s": "Crowd"
+      },
+      {
+        "t": "తెల్వది",
+        "m": "Don't know",
+        "s": "Crowd"
+      },
+      {
+        "t": "మడసంగ",
+        "m": "నెమ్మదిగా/జాగ్రత్తగా",
+        "s": "Crowd"
+      },
+      {
+        "t": "రప్పున",
+        "m": "జల్ది",
+        "s": "Crowd"
+      },
+      {
+        "t": "మడసంగ",
+        "m": "Careful",
+        "s": "Crowd"
+      }
+    ],
+    "Hyderabad": [
+      {
+        "t": "కిటికీ",
+        "m": "Window",
+        "s": "Crowd"
+      },
+      {
+        "t": "అంగీ",
+        "m": "Shirt",
+        "s": "Crowd"
+      },
+      {
+        "t": "కుక్క",
+        "m": "Dog",
+        "s": "Crowd"
+      },
+      {
+        "t": "కుర్చీ",
+        "m": "Chair",
+        "s": "Crowd"
+      },
+      {
+        "t": "Amma buvva pettava",
+        "m": "Mother feed me",
+        "s": "Crowd"
+      },
+      {
+        "t": "Chaderghat",
+        "m": "Location",
+        "s": "Crowd"
+      },
+      {
+        "t": "తొవ్వ దారి",
+        "m": "Way/Path",
+        "s": "Crowd"
+      },
+      {
+        "t": "పాతాళగరిసె",
+        "m": "Tool to remove bucket",
+        "s": "Crowd"
+      },
+      {
+        "t": "అంబటాలు",
+        "m": "Afternoon time",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఇన్సురాయి",
+        "m": "Stone tool",
+        "s": "Crowd"
+      },
+      {
+        "t": "బుక్కెట్",
+        "m": "Tool for well",
+        "s": "Crowd"
+      }
+    ],
+    "Jangaon": [
+      {
+        "t": "ఏమైంది",
+        "m": "What happened",
+        "s": "Crowd"
+      }
+    ],
+    "Karimnagar": [
+      {
+        "t": "బూరెలు",
+        "m": "భక్ష్యాలు",
+        "s": "Crowd"
+      },
+      {
+        "t": "అచ్చినం",
+        "m": "వచ్చాము",
+        "s": "Crowd"
+      },
+      {
+        "t": "పాయినం",
+        "m": "వెళ్ళాము",
+        "s": "Crowd"
+      },
+      {
+        "t": "సవాలు",
+        "m": "Question/Challenge",
+        "s": "Crowd"
+      },
+      {
+        "t": "గటక",
+        "m": "Food item",
+        "s": "Crowd"
+      },
+      {
+        "t": "వస్తున్నావ",
+        "m": "వస్తున్నావు",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఊశము",
+        "m": "బద్ధకం/అలసత్వం",
+        "s": "Crowd"
+      },
+      {
+        "t": "వందంగా ఉంది",
+        "m": "బాగా",
+        "s": "Crowd"
+      },
+      {
+        "t": "రువిడ్లు",
+        "m": "Shelf",
+        "s": "Crowd"
+      },
+      {
+        "t": "కార్యపాలు",
+        "m": "వస్తున్నం/పోతున్నాం",
+        "s": "Crowd"
+      },
+      {
+        "t": "బావి",
+        "m": "నూతి",
+        "s": "Crowd"
+      },
+      {
+        "t": "గంప",
+        "m": "గుల్ల",
+        "s": "Crowd"
+      },
+      {
+        "t": "బం��ి",
+        "m": "Ball",
+        "s": "Crowd"
+      }
+    ],
+    "Mahabubnagar": [
+      {
+        "t": "వీధి",
+        "m": "Street",
+        "s": "Crowd"
+      },
+      {
+        "t": "జల్ది",
+        "m": "తొందరగా",
+        "s": "Crowd"
+      },
+      {
+        "t": "జింగిడి",
+        "m": "బర్రెల గుంపు",
+        "s": "Crowd"
+      },
+      {
+        "t": "బాగమ్",
+        "m": "Exhibition",
+        "s": "Crowd"
+      },
+      {
+        "t": "చలక",
+        "m": "Field",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఈల పేట",
+        "m": "కత్తి పేట",
+        "s": "Crowd"
+      }
+    ],
+    "Mahabubabad": [
+      {
+        "t": "బొచ్చెడు",
+        "m": "చాలా (A lot)",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఏ మయింది అన్నా",
+        "m": "What happened",
+        "s": "Crowd"
+      }
+    ],
+    "Medak": [
+      {
+        "t": "కీసా",
+        "m": "జేబు",
+        "s": "Crowd"
+      },
+      {
+        "t": "పైను",
+        "m": "ఆరు (Six)",
+        "s": "Crowd"
+      }
+    ],
+    "Nagar Kurnool": [
+      {
+        "t": "అంబటాలు",
+        "m": "Morning meal time",
+        "s": "Crowd"
+      },
+      {
+        "t": "మంకర",
+        "m": "Winter cold",
+        "s": "Crowd"
+      },
+      {
+        "t": "లాడు",
+        "m": "తల్లి కూతురు",
+        "s": "Crowd"
+      },
+      {
+        "t": "గెనిమ",
+        "m": "పొలం గట్టు",
+        "s": "Crowd"
+      },
+      {
+        "t": "కోంత లోలు",
+        "m": "Old name for Nagar Kurnool",
+        "s": "Crowd"
+      }
+    ],
+    "Nalgonda": [
+      {
+        "t": "Dupa aithundhi",
+        "m": "దాహం వేస్తుంది",
+        "s": "Crowd"
+      },
+      {
+        "t": "సేరు",
+        "m": "1kg measuring device",
+        "s": "Crowd"
+      },
+      {
+        "t": "Kurdedu Biyam",
+        "m": "Amount of rice",
+        "s": "Crowd"
+      },
+      {
+        "t": "Anglam dundu",
+        "m": "అగ్గి పెట్టె",
+        "s": "Crowd"
+      },
+      {
+        "t": "సది",
+        "m": "Take the box",
+        "s": "Crowd"
+      },
+      {
+        "t": "తట్ట",
+        "m": "పళ్ళెం",
+        "s": "Crowd"
+      },
+      {
+        "t": "కోవెల",
+        "m": "గుడి",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఊసలు",
+        "m": "Weaving technique",
+        "s": "Crowd"
+      },
+      {
+        "t": "బువ్వ",
+        "m": "Cooked rice",
+        "s": "Crowd"
+      },
+      {
+        "t": "తవాచీ",
+        "m": "Shelf with doors",
+        "s": "Crowd"
+      },
+      {
+        "t": "తపుకు",
+        "m": "Plate on vessel",
+        "s": "Crowd"
+      },
+      {
+        "t": "లడ్లు",
+        "m": "అరిసెలు",
+        "s": "Crowd"
+      },
+      {
+        "t": "దారి",
+        "m": "బాట",
+        "s": "Crowd"
+      }
+    ],
+    "Narayanpet": [
+      {
+        "t": "బుబ్బి",
+        "m": "అమ్మ",
+        "s": "Crowd"
+      },
+      {
+        "t": "పడం",
+        "m": "మట్టి",
+        "s": "Crowd"
+      },
+      {
+        "t": "చెముక్కలు",
+        "m": "మోకాళ్ళు",
+        "s": "Crowd"
+      },
+      {
+        "t": "మొర",
+        "m": "మంచం",
+        "s": "Crowd"
+      },
+      {
+        "t": "అబుత",
+        "m": "జుట్టు",
+        "s": "Crowd"
+      },
+      {
+        "t": "జేజి",
+        "m": "Fat",
+        "s": "Crowd"
+      },
+      {
+        "t": "అంబలి",
+        "m": "జావ",
+        "s": "Crowd"
+      }
+    ],
+    "Nizamabad": [
+      {
+        "t": "పంపేవుడు",
+        "m": "పంపించడం",
+        "s": "Crowd"
+      },
+      {
+        "t": "Pillodu",
+        "m": "Bindu",
+        "s": "Crowd"
+      },
+      {
+        "t": "వచ్చిండు",
+        "m": "అచ్చిండు",
+        "s": "Crowd"
+      }
+    ],
+    "Peddapally": [
+      {
+        "t": "గుమ్ము",
+        "m": "Storage",
+        "s": "Crowd"
+      },
+      {
+        "t": "గట్టు",
+        "m": "దారి",
+        "s": "Crowd"
+      }
+    ],
+    "Rangareddy": [
+      {
+        "t": "వీరునో",
+        "m": "తెలుగు",
+        "s": "Crowd"
+      },
+      {
+        "t": "తొక్కుడు",
+        "m": "మంచం",
+        "s": "Crowd"
+      },
+      {
+        "t": "మూర",
+        "m": "ముంగిలి",
+        "s": "Crowd"
+      },
+      {
+        "t": "కారం",
+        "m": "పచ్చడి",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఈ గడ",
+        "m": "కడ",
+        "s": "Crowd"
+      }
+    ],
+    "Siddipet": [
+      {
+        "t": "అంగీ",
+        "m": "Shirt",
+        "s": "Crowd"
+      },
+      {
+        "t": "పొయ్యిర్రు",
+        "m": "వెళ్ళారు",
+        "s": "Crowd"
+      },
+      {
+        "t": "మెగులుతుంది",
+        "m": "వర్షం వచ్చి ఆగిన",
+        "s": "Crowd"
+      },
+      {
+        "t": "అలుకురు",
+        "m": "Pre cultivation",
+        "s": "Crowd"
+      },
+      {
+        "t": "పయిలం",
+        "m": "జాగ్రత్త",
+        "s": "Crowd"
+      },
+      {
+        "t": "తప్పెలు",
+        "m": "Rice plate",
+        "s": "Crowd"
+      },
+      {
+        "t": "పందిట్లు",
+        "m": "పందిరి",
+        "s": "Crowd"
+      },
+      {
+        "t": "రాకొచ్చింది",
+        "m": "రాదు",
+        "s": "Crowd"
+      },
+      {
+        "t": "పోకొచ్చింది",
+        "m": "పోదు",
+        "s": "Crowd"
+      },
+      {
+        "t": "కుకో",
+        "m": "కూర్చో",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఏడారు",
+        "m": "Afternoon time",
+        "s": "Crowd"
+      }
+    ],
+    "Wanaparthy": [
+      {
+        "t": "చెప్పలకాయలు",
+        "m": "గొంకరకాయలు",
+        "s": "Crowd"
+      },
+      {
+        "t": "మలంచా",
+        "m": "చెంబు",
+        "s": "Crowd"
+      },
+      {
+        "t": "సొరకాయ",
+        "m": "ఆనకాయ",
+        "s": "Crowd"
+      },
+      {
+        "t": "పాశాల",
+        "m": "Clothes",
+        "s": "Crowd"
+      },
+      {
+        "t": "మట్టుగుండు",
+        "m": "Keep calm",
+        "s": "Crowd"
+      },
+      {
+        "t": "అంబరుంది",
+        "m": "Excellent",
+        "s": "Crowd"
+      }
+    ],
+    "Warangal": [
+      {
+        "t": "చేను",
+        "m": "Crop/చలక",
+        "s": "Crowd"
+      },
+      {
+        "t": "పొయ్యం రారా",
+        "m": "ఇన్నానిల్లు",
+        "s": "Crowd"
+      },
+      {
+        "t": "అసుంట",
+        "m": "అటు వైపు",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఇసుంట",
+        "m": "ఇటు వైపు",
+        "s": "Crowd"
+      },
+      {
+        "t": "చద్దెర",
+        "m": "Bed sheet",
+        "s": "Crowd"
+      }
+    ]
+  },
+  "Andhra Pradesh": {
+    "Anantapur": [
+      {
+        "t": "దిండు",
+        "m": "Pillows",
+        "s": "Crowd"
+      }
+    ],
+    "Annamayya": [
+      {
+        "t": "ఆ తుప్పాస్",
+        "m": "Nonsense/Useless",
+        "s": "Crowd"
+      }
+    ],
+    "Chittoor": [
+      {
+        "t": "ముడ్దులు",
+        "m": "అంగడి",
+        "s": "Crowd"
+      },
+      {
+        "t": "సెమిరేసినావ",
+        "m": "Prepared",
+        "s": "Crowd"
+      },
+      {
+        "t": "వంకాయ పులగూర్",
+        "m": "కూర",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఈరి మోది",
+        "m": "పచ్చడి",
+        "s": "Crowd"
+      },
+      {
+        "t": "అబ్బ",
+        "m": "Grandfather",
+        "s": "Crowd"
+      },
+      {
+        "t": "జెడి",
+        "m": "Hair knot",
+        "s": "Crowd"
+      }
+    ],
+    "East Godavari": [
+      {
+        "t": "దుకాణం",
+        "m": "కొట్టు",
+        "s": "Crowd"
+      },
+      {
+        "t": "పైరు",
+        "m": "బంగాళదుంప",
+        "s": "Crowd"
+      },
+      {
+        "t": "బువ్వ",
+        "m": "Food",
+        "s": "Crowd"
+      },
+      {
+        "t": "గుడి",
+        "m": "దేవాలయం",
+        "s": "Crowd"
+      },
+      {
+        "t": "సామానం",
+        "m": "ఆలస్యం చేయడం",
+        "s": "Crowd"
+      },
+      {
+        "t": "బేగ రా",
+        "m": "తొందరగా రా",
+        "s": "Crowd"
+      }
+    ],
+    "Eluru": [
+      {
+        "t": "శనగపప్పు",
+        "m": "వేరుశనగ",
+        "s": "Crowd"
+      },
+      {
+        "t": "చాలా బాగుంది",
+        "m": "Very good",
+        "s": "Crowd"
+      }
+    ],
+    "Kadapa": [
+      {
+        "t": "కంత",
+        "m": "రంధ్రం (Hole)",
+        "s": "Crowd"
+      },
+      {
+        "t": "బాగా ఎక్కువగా",
+        "m": "Exceedingly",
+        "s": "Crowd"
+      },
+      {
+        "t": "చాపు మాటలు",
+        "m": "పెద్ద మాటలు",
+        "s": "Crowd"
+      },
+      {
+        "t": "బొరుగులు",
+        "m": "మరమరాలు",
+        "s": "Crowd"
+      },
+      {
+        "t": "రామాడం",
+        "m": "మెత్తగా చేయడం",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఎనుము",
+        "m": "బర్రె",
+        "s": "Crowd"
+      },
+      {
+        "t": "ముక్కొల్",
+        "m": "3 వాడిముళ్ళు",
+        "s": "Crowd"
+      }
+    ],
+    "Kurnool": [
+      {
+        "t": "బుడ్డల నూనె",
+        "m": "పల్లి oil (Peanut oil)",
+        "s": "Crowd"
+      }
+    ],
+    "Nandyal": [
+      {
+        "t": "తంగాది",
+        "m": "కొట్టుదు ఇచ్చింది మధ్యన",
+        "s": "Crowd"
+      },
+      {
+        "t": "గుడి",
+        "m": "దేవాలయము",
+        "s": "Crowd"
+      },
+      {
+        "t": "హితాలు",
+        "m": "బువ్వ తిన్నారా",
+        "s": "Crowd"
+      },
+      {
+        "t": "తద్దినం",
+        "m": "పితృ దేవతల కార్యం",
+        "s": "Crowd"
+      },
+      {
+        "t": "తువాయి",
+        "m": "ఆవు దూడ (Calf)",
+        "s": "Crowd"
+      },
+      {
+        "t": "పురుకోస",
+        "m": "Jute thread twisted",
+        "s": "Crowd"
+      }
+    ],
+    "Ongole": [
+      {
+        "t": "బయట వెళ్ళాడు",
+        "m": "బయటకు వెళ్ళాడు",
+        "s": "Crowd"
+      }
+    ],
+    "P.R. నియోజకవర్గం": [
+      {
+        "t": "ఎర్రగడ్డ",
+        "m": "Onion",
+        "s": "Crowd"
+      },
+      {
+        "t": "తెల్ల గడ్డ",
+        "m": "వెల్లుల్లి",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఉల్లగడ్డ",
+        "m": "Potato",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఖిన్నారా",
+        "m": "అద్దెకు రా",
+        "s": "Crowd"
+      },
+      {
+        "t": "ముడక",
+        "m": "నాగలి",
+        "s": "Crowd"
+      },
+      {
+        "t": "కొక",
+        "m": "చీర",
+        "s": "Crowd"
+      },
+      {
+        "t": "రైన",
+        "m": "జాకెట్",
+        "s": "Crowd"
+      },
+      {
+        "t": "కడ్డీలు",
+        "m": "అగరబత్తిలు",
+        "s": "Crowd"
+      },
+      {
+        "t": "పెద్ద నాన్న",
+        "m": "నాన్న అన్న",
+        "s": "Crowd"
+      },
+      {
+        "t": "చిన్న నాన్న",
+        "m": "నాన్న తమ్ముడు",
+        "s": "Crowd"
+      },
+      {
+        "t": "పెద్దమ్మ",
+        "m": "నాన్న అన్న భార్య",
+        "s": "Crowd"
+      },
+      {
+        "t": "చిన్నమ్మ",
+        "m": "నాన్న తమ్ముడు భార్య",
+        "s": "Crowd"
+      },
+      {
+        "t": "పొద్దు పొయ్యింది",
+        "m": "సాయంత్రం సమయం",
+        "s": "Crowd"
+      }
+    ],
+    "Rayalaseema": [
+      {
+        "t": "లోపల",
+        "m": "Inside",
+        "s": "Crowd"
+      },
+      {
+        "t": "బొగాలు",
+        "m": "Keys",
+        "s": "Crowd"
+      }
+    ],
+    "Srikakulam": [
+      {
+        "t": "డొంక",
+        "m": "తలుపు (Door)",
+        "s": "Crowd"
+      },
+      {
+        "t": "కుంక",
+        "m": "Pillodu",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఖాగి",
+        "m": "వేగంగా",
+        "s": "Crowd"
+      },
+      {
+        "t": "బాతె",
+        "m": "చావు",
+        "s": "Crowd"
+      },
+      {
+        "t": "అమ్మ",
+        "m": "Mother",
+        "s": "Crowd"
+      },
+      {
+        "t": "తెల్లారితే",
+        "m": "వేకువన",
+        "s": "Crowd"
+      }
+    ],
+    "Tirupati": [
+      {
+        "t": "ఊరాల్",
+        "m": "Nonsense",
+        "s": "Crowd"
+      }
+    ],
+    "Vizianagaram": [
+      {
+        "t": "ఉకుజురు",
+        "m": "Egg Burji",
+        "s": "Crowd"
+      },
+      {
+        "t": "వర్ర",
+        "m": "కారం",
+        "s": "Crowd"
+      },
+      {
+        "t": "బేపి",
+        "m": "కుక్క",
+        "s": "Crowd"
+      },
+      {
+        "t": "పైనా",
+        "m": "పైన",
+        "s": "Crowd"
+      },
+      {
+        "t": "దొడ్డ",
+        "m": "పెద్ద అమ్మ",
+        "s": "Crowd"
+      },
+      {
+        "t": "జిజ బేగరా",
+        "m": "తొందరగా రా",
+        "s": "Crowd"
+      },
+      {
+        "t": "బంగాళదుంప",
+        "m": "ఆలుగడ్డ",
+        "s": "Crowd"
+      },
+      {
+        "t": "ఉల్లిపాయ",
+        "m": "ఎర్రగడ్డ",
+        "s": "Crowd"
+      },
+      {
+        "t": "అప్ప",
+        "m": "అక్క",
+        "s": "Crowd"
+      },
+      {
+        "t": "గుంత",
+        "m": "రంధ్రం",
+        "s": "Crowd"
+      },
+      {
+        "t": "గెడ/బర్రె",
+        "m": "Buffalo",
+        "s": "Crowd"
+      },
+      {
+        "t": "గడ్డి",
+        "m": "చిన్న సెలయేరు",
+        "s": "Crowd"
+      }
+    ],
+    "West Godavari": [
+      {
+        "t": "రాతు తడి",
+        "m": "Irrigation term",
+        "s": "Crowd"
+      }
+    ],
+    "Guntur": [
+      {
+        "t": "నగబు ",
+        "m": "An ancient word for snake",
+        "s": "Crowd"
+      }
+    ]
+  }
+}

index.html

@@ -4,7 +4,7 @@
 <head>
     <meta charset="UTF-8">
     <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Telugu States Digital Dialect Map</title>
+    <title>Telugu Dialect Map - Telangana & Andhra Pradesh</title>
 
     <link rel="stylesheet" href="https://unpkg.com/leaflet@1.9.4/dist/leaflet.css"
         integrity="sha256-p4NxAoJBhIIN+hmNHrzRCf9tD/miZyoHS5obTRR9BMY=" crossorigin="" />
@@ -122,19 +122,6 @@
             font-size: 0.95rem;
         }
 
-        /* Hyperlink Styles */
-        .source-link {
-            color: #3498db;
-            text-decoration: none;
-            font-size: 0.75rem;
-            border-bottom: 1px dotted #3498db;
-        }
-
-        .source-link:hover {
-            color: #2980b9;
-            border-bottom: 1px solid #2980b9;
-        }
-
         #map {
             flex-grow: 1;
             height: 100%;
@@ -164,8 +151,8 @@
 
     <div id="sidebar">
         <div class="header">
-            <h1>Telugu States Dialect Map</h1>
-            <p>Verified Data • Telangana & Andhra Pradesh</p>
+            <h1>Telugu Dialect Map</h1>
+            <p id="district-counter">Loading districts...</p>
         </div>
         <div id="info-panel">
             <div style="text-align: center; color: #888; margin-top: 60px;">
@@ -181,14 +168,31 @@
         integrity="sha256-20nQCchB9co0qIjJZRGuk2/Z9VM+kNiyxNV1lvTlZBo=" crossorigin=""></script>
 
     <script>
-        // --- 1. THE DATA ---
-
-        const Telangana_Data = [
+        // --- 1. THE DATA (TELANGANA - 33 DISTRICTS) ---
+        const dialectData = [
             // === NORTHERN TELANGANA ===
             {
                 name: "Adilabad", lat: 19.6641, lng: 78.5320, region: "Northern Forest",
                 history: "Heavily influenced by Gondi tribal dialects and Marathi due to the Maharashtra border.",
                 words: [
+                    { t: "చోలోట్", m: "మంచి (Good)", s: "Crowd" },
+                    { t: "వంచెడ్ చిబడ్", m: "అంటు ముట్టుకోడం", s: "Crowd" },
+                    { t: "వడోగు", m: "దూడ (Calf)", s: "Crowd" },
+                    { t: "ముచిలి పడన్", m: "ఎర్ర తుమ్మెద", s: "Crowd" },
+                    { t: "సర్కార్", m: "నాశనం", s: "Crowd" },
+                    { t: "వజీర్", m: "ముసలి", s: "Crowd" },
+                    { t: "ఖైని", m: "వదిన", s: "Crowd" },
+                    { t: "సూన్", m: "కోడలు", s: "Crowd" },
+                    { t: "Poral batal", m: "Temple term (Keslapur)", s: "Crowd" },
+                    { t: "చోలోట్", m: "మంచి (Good)", s: "Crowd" },
+                    { t: "వంచెడ్ చిబడ్", m: "అంటు ముట్టుకోడం", s: "Crowd" },
+                    { t: "వడోగు", m: "దూడ (Calf)", s: "Crowd" },
+                    { t: "ముచిలి పడన్", m: "ఎర్ర తుమ్మెద", s: "Crowd" },
+                    { t: "సర్కార్", m: "నాశనం", s: "Crowd" },
+                    { t: "వజీర్", m: "ముసలి", s: "Crowd" },
+                    { t: "ఖైని", m: "వదిన", s: "Crowd" },
+                    { t: "సూన్", m: "కోడలు", s: "Crowd" },
+                    { t: "Poral batal", m: "Temple term (Keslapur)", s: "Crowd" },
                     { t: "కోయంగ్", m: "Dialect/Language", s: "Gondi" }, { t: "పైలం", m: "Careful", s: "Mandalikalu" },
                     { t: "ఆడ", m: "There", s: "General" }, { t: "కాకా", m: "Uncle", s: "Marathi Infl." },
                     { t: "పటేల్", m: "Village Head", s: "Tribal" }, { t: "గూడ", m: "Hamlet", s: "Rural" },
@@ -234,6 +238,12 @@
                 name: "Nizamabad", lat: 18.6725, lng: 78.0941, region: "Indur Agrarian",
                 history: "Rich agricultural zone (Turmeric). Strong Dakhni Urdu influence from the Nizam era.",
                 words: [
+                    { t: "పంపేవుడు", m: "పంపించడం", s: "Crowd" },
+                    { t: "Pillodu", m: "Bindu", s: "Crowd" },
+                    { t: "వచ్చిండు", m: "అచ్చిండు", s: "Crowd" },
+                    { t: "పంపేవుడు", m: "పంపించడం", s: "Crowd" },
+                    { t: "Pillodu", m: "Bindu", s: "Crowd" },
+                    { t: "వచ్చిండు", m: "అచ్చిండు", s: "Crowd" },
                     { t: "పసుపు", m: "Turmeric", s: "Agri" }, { t: "ఐగలు", m: "Priest", s: "Mandalikalu" },
                     { t: "హామీ", m: "Assurance", s: "Urdu Infl." }, { t: "జీరా", m: "Boundary", s: "Agri" },
                     { t: "పుంటికూర", m: "Gongura", s: "Food" }, { t: "అంగడి", m: "Shop", s: "Rural" },
@@ -257,6 +267,32 @@
                 name: "Karimnagar", lat: 18.4386, lng: 79.1288, region: "Cultural Core",
                 history: "Considered the standard for 'Telangana Slang' in media. Sharp, distinct pronunciation.",
                 words: [
+                    { t: "బూరెలు", m: "భక్ష్యాలు", s: "Crowd" },
+                    { t: "అచ్చినం", m: "వచ్చాము", s: "Crowd" },
+                    { t: "పాయినం", m: "వెళ్ళాము", s: "Crowd" },
+                    { t: "సవాలు", m: "Question/Challenge", s: "Crowd" },
+                    { t: "గటక", m: "Food item", s: "Crowd" },
+                    { t: "వస్తున్నావ", m: "వస్తున్నావు", s: "Crowd" },
+                    { t: "ఊశము", m: "బద్ధకం/అలసత్వం", s: "Crowd" },
+                    { t: "వందంగా ఉంది", m: "బాగా", s: "Crowd" },
+                    { t: "రువిడ్లు", m: "Shelf", s: "Crowd" },
+                    { t: "కార్యపాలు", m: "వస్తున్నం/పోతున్నాం", s: "Crowd" },
+                    { t: "బావి", m: "నూతి", s: "Crowd" },
+                    { t: "గంప", m: "గుల్ల", s: "Crowd" },
+                    { t: "బంతి", m: "Ball", s: "Crowd" },
+                    { t: "బూరెలు", m: "భక్ష్యాలు", s: "Crowd" },
+                    { t: "అచ్చినం", m: "వచ్చాము", s: "Crowd" },
+                    { t: "పాయినం", m: "వెళ్ళాము", s: "Crowd" },
+                    { t: "సవాలు", m: "Question/Challenge", s: "Crowd" },
+                    { t: "గటక", m: "Food item", s: "Crowd" },
+                    { t: "వస్తున్నావ", m: "వస్తున్నావు", s: "Crowd" },
+                    { t: "ఊశము", m: "బద్ధకం/అలసత్వం", s: "Crowd" },
+                    { t: "వందంగా ఉంది", m: "బాగా", s: "Crowd" },
+                    { t: "రువిడ్లు", m: "Shelf", s: "Crowd" },
+                    { t: "కార్యపాలు", m: "వస్తున్నం/పోతున్నాం", s: "Crowd" },
+                    { t: "బావి", m: "నూతి", s: "Crowd" },
+                    { t: "గంప", m: "గుల్ల", s: "Crowd" },
+                    { t: "బంతి", m: "Ball", s: "Crowd" },
                     { t: "తోపు", m: "Great/Top", s: "Slang" }, { t: "కేక", m: "Super", s: "Slang" },
                     { t: "లొల్లి", m: "Fight/Noise", s: "General" }, { t: "శాన", m: "Very", s: "Mandalikalu" },
                     { t: "పైసల్", m: "Money", s: "General" }, { t: "గత్తర", m: "Mess", s: "Slang" },
@@ -279,6 +315,10 @@
                 name: "Peddapalli", lat: 18.6146, lng: 79.3705, region: "Industrial Hub",
                 history: "Home to NTPC and Coal mines. Vocabulary is a mix of rural and industrial English loan words.",
                 words: [
+                    { t: "గుమ్ము", m: "Storage", s: "Crowd" },
+                    { t: "గట్టు", m: "దారి", s: "Crowd" },
+                    { t: "గుమ్ము", m: "Storage", s: "Crowd" },
+                    { t: "గట్టు", m: "దారి", s: "Crowd" },
                     { t: "బొగ్గు", m: "Coal", s: "Mining" }, { t: "కరెంట్", m: "Power", s: "Utility" },
                     { t: "క్వార్టర్", m: "Housing", s: "Industry" }, { t: "షిఫ్ట్", m: "Work Shift", s: "Labor" },
                     { t: "గేట్", m: "Entrance", s: "General" }, { t: "పోరడు", m: "Boy", s: "General" },
@@ -302,6 +342,16 @@
                 name: "Warangal", lat: 17.9689, lng: 79.5941, region: "Kakatiya Rural",
                 history: "Historic Orugallu. Retains classical Telugu terms mixed with rural agricultural slang.",
                 words: [
+                    { t: "చేను", m: "Crop/చలక", s: "Crowd" },
+                    { t: "పొయ్యం రారా", m: "ఇన్నానిల్లు", s: "Crowd" },
+                    { t: "అసుంట", m: "అటు వైపు", s: "Crowd" },
+                    { t: "ఇసుంట", m: "ఇటు వైపు", s: "Crowd" },
+                    { t: "చద్దెర", m: "Bed sheet", s: "Crowd" },
+                    { t: "చేను", m: "Crop/చలక", s: "Crowd" },
+                    { t: "పొయ్యం రారా", m: "ఇన్నానిల్లు", s: "Crowd" },
+                    { t: "అసుంట", m: "అటు వైపు", s: "Crowd" },
+                    { t: "ఇసుంట", m: "ఇటు వైపు", s: "Crowd" },
+                    { t: "చద్దెర", m: "Bed sheet", s: "Crowd" },
                     { t: "చెల్క", m: "Field", s: "Agri" }, { t: "గ���్డపార", m: "Crowbar", s: "Tools" },
                     { t: "నాగలి", m: "Plough", s: "Agri" }, { t: "ఎడ్లు", m: "Bulls", s: "Agri" },
                     { t: "పంట", m: "Crop", s: "Agri" }, { t: "ఎరువ", m: "Fertilizer", s: "Agri" },
@@ -324,6 +374,8 @@
                 name: "Jangaon", lat: 17.7226, lng: 79.1685, region: "Central Junction",
                 history: "A crossroads district. Famous for Jatharas and rural festivals.",
                 words: [
+                    { t: "ఏమైంది", m: "What happened", s: "Crowd" },
+                    { t: "ఏమైంది", m: "What happened", s: "Crowd" },
                     { t: "గుట్ట", m: "Hillock", s: "Geo" }, { t: "జాతర", m: "Fair", s: "Culture" },
                     { t: "బోనం", m: "Offering", s: "Ritual" }, { t: "సాక", m: "Branch", s: "Nature" },
                     { t: "కోడి", m: "Chicken", s: "Food" }, { t: "మేక", m: "Goat", s: "Agri" },
@@ -346,6 +398,10 @@
                 name: "Mahabubabad", lat: 17.5956, lng: 80.0053, region: "Tribal Corridor",
                 history: "Strong Lambadi/Banjara tribal presence influences the local lexicon.",
                 words: [
+                    { t: "బొచ్చెడు", m: "చాలా (A lot)", s: "Crowd" },
+                    { t: "ఏ మయింది అన్నా", m: "What happened", s: "Crowd" },
+                    { t: "బొచ్చెడు", m: "చాలా (A lot)", s: "Crowd" },
+                    { t: "ఏ మయింది అన్నా", m: "What happened", s: "Crowd" },
                     { t: "తండా", m: "Hamlet", s: "Tribal" }, { t: "బంజారా", m: "Tribe", s: "Community" },
                     { t: "గూడు", m: "Nest/Hut", s: "General" }, { t: "తవ్వు", m: "Dig", s: "Action" },
                     { t: "పాట", m: "Song", s: "Culture" }, { t: "ఆట", m: "Dance/Play", s: "Culture" },
@@ -391,6 +447,18 @@
                 name: "Mahabubnagar", lat: 16.7488, lng: 78.0035, region: "Palamuru",
                 history: "Palamuru region. Known for migration (Valasa) and distinct, rougher intonation.",
                 words: [
+                    { t: "వీధి", m: "Street", s: "Crowd" },
+                    { t: "జల్ది", m: "తొందరగా", s: "Crowd" },
+                    { t: "జింగిడి", m: "బర్రెల గుంపు", s: "Crowd" },
+                    { t: "బాగమ్", m: "Exhibition", s: "Crowd" },
+                    { t: "చలక", m: "Field", s: "Crowd" },
+                    { t: "ఈల పేట", m: "కత్తి పేట", s: "Crowd" },
+                    { t: "వీధి", m: "Street", s: "Crowd" },
+                    { t: "జల్ది", m: "తొందరగా", s: "Crowd" },
+                    { t: "జింగిడి", m: "బర్రెల గుంపు", s: "Crowd" },
+                    { t: "బాగమ్", m: "Exhibition", s: "Crowd" },
+                    { t: "చలక", m: "Field", s: "Crowd" },
+                    { t: "ఈల పేట", m: "కత్తి పేట", s: "Crowd" },
                     { t: "పాలమూరు", m: "Mahabubnagar", s: "Place" }, { t: "వలస", m: "Migration", s: "Social" },
                     { t: "కూలీ", m: "Laborer", s: "Social" }, { t: "అడ్డా", m: "Stand/Place", s: "Social" },
                     { t: "అప్ప", m: "Father", s: "Seema Infl." }, { t: "అయ్య", m: "Father", s: "General" },
@@ -402,6 +470,18 @@
                 name: "Nagarkurnool", lat: 16.4856, lng: 78.3305, region: "Nallamalla Zone",
                 history: "Covers the Nallamalla forest. Chenchu tribal words are part of the local mix.",
                 words: [
+                    { t: "అంబటాలు", m: "Morning meal time", s: "Crowd" },
+                    { t: "మంకర", m: "Winter cold", s: "Crowd" },
+                    { t: "లాడు", m: "తల్లి కూతురు", s: "Crowd" },
+                    { t: "గెనిమ", m: "పొలం గట్టు", s: "Crowd" },
+                    { t: "కోంత లోలు", m: "Old name for Nagar Kurnool", s: "Crowd" },
+                    { t: "బుడ్డల నూనె", m: "పల్లి oil (Peanut oil)", s: "Crowd" },
+                    { t: "అంబటాలు", m: "Morning meal time", s: "Crowd" },
+                    { t: "మంకర", m: "Winter cold", s: "Crowd" },
+                    { t: "లాడు", m: "తల్లి కూతురు", s: "Crowd" },
+                    { t: "గెనిమ", m: "పొలం గట్టు", s: "Crowd" },
+                    { t: "కోంత లోలు", m: "Old name for Nagar Kurnool", s: "Crowd" },
+                    { t: "బుడ్డల నూనె", m: "పల్లి oil (Peanut oil)", s: "Crowd" },
                     { t: "నల్ల", m: "Black", s: "General" }, { t: "మళ్ళ", m: "Again", s: "General" },
                     { t: "కొండ", m: "Hill", s: "Geo" }, { t: "వాగు", m: "Stream", s: "Geo" },
                     { t: "చెంచు", m: "Tribe", s: "Community" }, { t: "తేనె", m: "Honey", s: "Forest" },
@@ -413,6 +493,18 @@
                 name: "Wanaparthy", lat: 16.3621, lng: 78.0617, region: "Samsthanam",
                 history: "A historic Samsthanam (Estate). The dialect reflects a feudal/royal past.",
                 words: [
+                    { t: "చెప్పలకాయలు", m: "గొంకరకాయలు", s: "Crowd" },
+                    { t: "మలంచా", m: "చెంబు", s: "Crowd" },
+                    { t: "సొరకాయ", m: "ఆనకాయ", s: "Crowd" },
+                    { t: "పాశాల", m: "Clothes", s: "Crowd" },
+                    { t: "మట్టుగుండు", m: "Keep calm", s: "Crowd" },
+                    { t: "అంబరుంది", m: "Excellent", s: "Crowd" },
+                    { t: "చెప్పలకాయలు", m: "గొంకరకాయలు", s: "Crowd" },
+                    { t: "మలంచా", m: "చెంబు", s: "Crowd" },
+                    { t: "సొరకాయ", m: "ఆనకాయ", s: "Crowd" },
+                    { t: "పాశాల", m: "Clothes", s: "Crowd" },
+                    { t: "మట్టుగుండు", m: "Keep calm", s: "Crowd" },
+                    { t: "అంబరుంది", m: "Excellent", s: "Crowd" },
                     { t: "సంస్థానం", m: "Estate", s: "History" }, { t: "రాజా", m: "King", s: "History" },
                     { t: "కోట", m: "Fort", s: "History" }, { t: "బంగారు", m: "Golden", s: "General" },
                     { t: "పట్టు", m: "Silk", s: "Textile" }, { t: "చీర", m: "Saree", s: "Textile" },
@@ -424,6 +516,26 @@
                 name: "Jogulamba Gadwal", lat: 16.2343, lng: 77.7289, region: "River Doab",
                 history: "Between Krishna and Tungabhadra rivers. Known for Handlooms and temples.",
                 words: [
+                    { t: "ఓల్లి", m: "No", s: "Crowd" },
+                    { t: "కూడు తింటవా", m: "తిన్నారా", s: "Crowd" },
+                    { t: "తువ్వ", m: "ఎర్ర పొలం", s: "Crowd" },
+                    { t: "పురకోస", m: "జూట్ దార", s: "Crowd" },
+                    { t: "జుముజలమ్మ", m: "దేవత", s: "Crowd" },
+                    { t: "తలుగు ఎల్లమ్మ", m: "దేవత", s: "Crowd" },
+                    { t: "తెల్వది", m: "Don\'t know", s: "Crowd" },
+                    { t: "మడసంగ", m: "నెమ్మదిగా/జాగ్రత్తగా", s: "Crowd" },
+                    { t: "రప్పున", m: "జల్ది", s: "Crowd" },
+                    { t: "మడసంగ", m: "Careful", s: "Crowd" },
+                    { t: "ఓల్లి", m: "No", s: "Crowd" },
+                    { t: "కూడు తింటవా", m: "తిన్నారా", s: "Crowd" },
+                    { t: "తువ్వ", m: "ఎర్ర పొలం", s: "Crowd" },
+                    { t: "పురకోస", m: "జూట్ దార", s: "Crowd" },
+                    { t: "జుముజలమ్మ", m: "దేవత", s: "Crowd" },
+                    { t: "తలుగు ఎల్లమ్మ", m: "దేవత", s: "Crowd" },
+                    { t: "తెల్వది", m: "Don\'t know", s: "Crowd" },
+                    { t: "మడసంగ", m: "నెమ్మదిగా/జాగ్రత్తగా", s: "Crowd" },
+                    { t: "రప్పున", m: "జల్ది", s: "Crowd" },
+                    { t: "మడసంగ", m: "Careful", s: "Crowd" },
                     { t: "నడుము", m: "Waist/Middle", s: "Body" }, { t: "గడ్డ", m: "Land/Bank", s: "Geo" },
                     { t: "కృష్ణ", m: "River", s: "Geo" }, { t: "తుంగభద్ర", m: "River", s: "Geo" },
                     { t: "పదిహేను", m: "Fifteen", s: "Standard" }, { t: "పదహైదు", m: "Fifteen", s: "Local" },
@@ -435,6 +547,20 @@
                 name: "Narayanpet", lat: 16.7323, lng: 77.4988, region: "Karnataka Border",
                 history: "Strong Kannada influence due to location. Cuisine terms (Rotti) are common.",
                 words: [
+                    { t: "బుబ్బి", m: "అమ్మ", s: "Crowd" },
+                    { t: "పడం", m: "మట్టి", s: "Crowd" },
+                    { t: "చెముక్కలు", m: "మోకాళ్ళు", s: "Crowd" },
+                    { t: "మొర", m: "మంచం", s: "Crowd" },
+                    { t: "అబుత", m: "జుట్టు", s: "Crowd" },
+                    { t: "జేజి", m: "Fat", s: "Crowd" },
+                    { t: "��ంబలి", m: "జావ", s: "Crowd" },
+                    { t: "బుబ్బి", m: "అమ్మ", s: "Crowd" },
+                    { t: "పడం", m: "మట్టి", s: "Crowd" },
+                    { t: "చెముక్కలు", m: "మోకాళ్ళు", s: "Crowd" },
+                    { t: "మొర", m: "మంచం", s: "Crowd" },
+                    { t: "అబుత", m: "జుట్టు", s: "Crowd" },
+                    { t: "జేజి", m: "Fat", s: "Crowd" },
+                    { t: "అంబలి", m: "జావ", s: "Crowd" },
                     { t: "పేట", m: "Town", s: "Suffix" }, { t: "చీర", m: "Saree", s: "Textile" },
                     { t: "మగ్గ", m: "Loom", s: "Textile" }, { t: "బోర్డర్", m: "Border", s: "Geo" },
                     { t: "కన్నడ", m: "Language", s: "Influence" }, { t: "రొట్టి", m: "Bread", s: "Food" },
@@ -446,6 +572,32 @@
                 name: "Nalgonda", lat: 17.0577, lng: 79.2683, region: "Southern Plains",
                 history: "Known for the Nalgonda movement. Dialect is direct, sharp, and iconic.",
                 words: [
+                    { t: "Dupa aithundhi", m: "దాహం వేస్తుంది", s: "Crowd" },
+                    { t: "సేరు", m: "1kg measuring device", s: "Crowd" },
+                    { t: "Kurdedu Biyam", m: "Amount of rice", s: "Crowd" },
+                    { t: "Anglam dundu", m: "అగ్గి పెట్టె", s: "Crowd" },
+                    { t: "సది", m: "Take the box", s: "Crowd" },
+                    { t: "తట్ట", m: "పళ్ళెం", s: "Crowd" },
+                    { t: "కోవెల", m: "గుడి", s: "Crowd" },
+                    { t: "ఊసలు", m: "Weaving technique", s: "Crowd" },
+                    { t: "బువ్వ", m: "Cooked rice", s: "Crowd" },
+                    { t: "తవాచీ", m: "Shelf with doors", s: "Crowd" },
+                    { t: "తపుకు", m: "Plate on vessel", s: "Crowd" },
+                    { t: "లడ్లు", m: "అరిసెలు", s: "Crowd" },
+                    { t: "దారి", m: "బాట", s: "Crowd" },
+                    { t: "Dupa aithundhi", m: "దాహం వేస్తుంది", s: "Crowd" },
+                    { t: "సేరు", m: "1kg measuring device", s: "Crowd" },
+                    { t: "Kurdedu Biyam", m: "Amount of rice", s: "Crowd" },
+                    { t: "Anglam dundu", m: "అగ్గి పెట్టె", s: "Crowd" },
+                    { t: "సది", m: "Take the box", s: "Crowd" },
+                    { t: "తట్ట", m: "పళ్ళెం", s: "Crowd" },
+                    { t: "కోవెల", m: "గుడి", s: "Crowd" },
+                    { t: "ఊసలు", m: "Weaving technique", s: "Crowd" },
+                    { t: "బువ్వ", m: "Cooked rice", s: "Crowd" },
+                    { t: "తవాచీ", m: "Shelf with doors", s: "Crowd" },
+                    { t: "తపుకు", m: "Plate on vessel", s: "Crowd" },
+                    { t: "లడ్లు", m: "అరిసెలు", s: "Crowd" },
+                    { t: "దారి", m: "బాట", s: "Crowd" },
                     { t: "నల్ల", m: "Black", s: "General" }, { t: "కొండ", m: "Hill", s: "Geo" },
                     { t: "ఫ్లోరోసిస్", m: "Disease", s: "History" }, { t: "నీళ్ళు", m: "Water", s: "General" },
                     { t: "బావి", m: "Well", s: "Agri" }, { t: "ఏడ", m: "Where", s: "Grammar" },
@@ -480,6 +632,10 @@
                 name: "Medak", lat: 18.0487, lng: 78.2657, region: "Heritage West",
                 history: "Historical seat of power. 'Metuku' (rice grain) is the etymological root.",
                 words: [
+                    { t: "కీసా", m: "జేబు", s: "Crowd" },
+                    { t: "పైను", m: "ఆరు (Six)", s: "Crowd" },
+                    { t: "కీసా", m: "జేబు", s: "Crowd" },
+                    { t: "పైను", m: "ఆరు (Six)", s: "Crowd" },
                     { t: "చర్చి", m: "Church", s: "Landmark" }, { t: "మెతుకు", m: "Rice Grain", s: "Etymology" },
                     { t: "దుర్గం", m: "Fort", s: "History" }, { t: "కోట", m: "Fort", s: "History" },
                     { t: "గడి", m: "Room", s: "Rural" }, { t: "సింహ", m: "Lion", s: "Art" },
@@ -502,6 +658,28 @@
                 name: "Siddipet", lat: 18.1018, lng: 78.8520, region: "Political Hub",
                 history: "A vibrant, politically active district. Home to Komuravelli Mallanna.",
                 words: [
+                    { t: "అంగీ", m: "Shirt", s: "Crowd" },
+                    { t: "పొయ్యిర్రు", m: "వెళ్ళారు", s: "Crowd" },
+                    { t: "మెగులుతుంది", m: "వర్షం వచ్���ి ఆగిన", s: "Crowd" },
+                    { t: "అలుకురు", m: "Pre cultivation", s: "Crowd" },
+                    { t: "పయిలం", m: "జాగ్రత్త", s: "Crowd" },
+                    { t: "తప్పెలు", m: "Rice plate", s: "Crowd" },
+                    { t: "పందిట్లు", m: "పందిరి", s: "Crowd" },
+                    { t: "రాకొచ్చింది", m: "రాదు", s: "Crowd" },
+                    { t: "పోకొచ్చింది", m: "పోదు", s: "Crowd" },
+                    { t: "కుకో", m: "కూర్చో", s: "Crowd" },
+                    { t: "ఏడారు", m: "Afternoon time", s: "Crowd" },
+                    { t: "అంగీ", m: "Shirt", s: "Crowd" },
+                    { t: "పొయ్యిర్రు", m: "వెళ్ళారు", s: "Crowd" },
+                    { t: "మెగులుతుంది", m: "వర్షం వచ్చి ఆగిన", s: "Crowd" },
+                    { t: "అలుకురు", m: "Pre cultivation", s: "Crowd" },
+                    { t: "పయిలం", m: "జాగ్రత్త", s: "Crowd" },
+                    { t: "తప్పెలు", m: "Rice plate", s: "Crowd" },
+                    { t: "పందిట్లు", m: "పందిరి", s: "Crowd" },
+                    { t: "రాకొచ్చింది", m: "రాదు", s: "Crowd" },
+                    { t: "పోకొచ్చింది", m: "పోదు", s: "Crowd" },
+                    { t: "కుకో", m: "కూర్చో", s: "Crowd" },
+                    { t: "ఏడారు", m: "Afternoon time", s: "Crowd" },
                     { t: "కోటి", m: "Monkey", s: "Local" }, { t: "మల్లన్న", m: "God Name", s: "Religion" },
                     { t: "పట్నం", m: "City", s: "General" }, { t: "చెరువు", m: "Lake", s: "Geo" },
                     { t: "బతుకమ్మ", m: "Festival", s: "Culture" }, { t: "పూలు", m: "Flowers", s: "Nature" },
@@ -513,6 +691,16 @@
                 name: "Rangareddy", lat: 17.3457, lng: 78.5522, region: "Peri-Urban",
                 history: "Surrounds Hyderabad. Mix of rural farms and real estate boom vocabulary.",
                 words: [
+                    { t: "వీరునో", m: "తెలుగు", s: "Crowd" },
+                    { t: "తొక్కుడు", m: "మంచం", s: "Crowd" },
+                    { t: "మూర", m: "ముంగిలి", s: "Crowd" },
+                    { t: "కారం", m: "పచ్చడి", s: "Crowd" },
+                    { t: "ఈ గడ", m: "కడ", s: "Crowd" },
+                    { t: "వీరునో", m: "తెలుగు", s: "Crowd" },
+                    { t: "తొక్కుడు", m: "మంచం", s: "Crowd" },
+                    { t: "మూర", m: "ముంగిలి", s: "Crowd" },
+                    { t: "కారం", m: "పచ్చడి", s: "Crowd" },
+                    { t: "ఈ గడ", m: "కడ", s: "Crowd" },
                     { t: "ఎయిర్పోర్ట్", m: "Airport", s: "Infra" }, { t: "ఫ్లైట్", m: "Plane", s: "Transport" },
                     { t: "రియల్ ఎస్టేట్", m: "Land Biz", s: "Biz" }, { t: "ప్లాట్", m: "Plot", s: "Biz" },
                     { t: "రేటు", m: "Price", s: "Biz" }, { t: "మచ్చ", m: "Friend", s: "Slang" },
@@ -546,6 +734,28 @@
                 name: "Hyderabad", lat: 17.3850, lng: 78.4867, region: "Capital",
                 history: "The historic capital. Famous for the unique Dakhni-Telugu fusion dialect.",
                 words: [
+                    { t: "కిటికీ", m: "Window", s: "Crowd" },
+                    { t: "అంగీ", m: "Shirt", s: "Crowd" },
+                    { t: "కుక్క", m: "Dog", s: "Crowd" },
+                    { t: "కుర్చీ", m: "Chair", s: "Crowd" },
+                    { t: "Amma buvva pettava", m: "Mother feed me", s: "Crowd" },
+                    { t: "Chaderghat", m: "Location", s: "Crowd" },
+                    { t: "తొవ్వ దారి", m: "Way/Path", s: "Crowd" },
+                    { t: "పాతాళగరిసె", m: "Tool to remove bucket", s: "Crowd" },
+                    { t: "అంబటాలు", m: "Afternoon time", s: "Crowd" },
+                    { t: "ఇన్సురాయి", m: "Stone tool", s: "Crowd" },
+                    { t: "బుక్కెట్", m: "Tool for well", s: "Crowd" },
+                    { t: "కిటికీ", m: "Window", s: "Crowd" },
+                    { t: "అంగీ", m: "Shirt", s: "Crowd" },
+                    { t: "కుక్క", m: "Dog", s: "Crowd" },
+                    { t: "కుర్చీ", m: "Chair", s: "Crowd" },
+                    { t: "Amma buvva pettava", m: "Mother feed me", s: "Crowd" },
+                    { t: "Chaderghat", m: "Location", s: "Crowd" },
+                    { t: "తొవ్వ దారి", m: "Way/Path", s: "Crowd" },
+                    { t: "పాతాళగరిసె", m: "Tool to remove bucket", s: "Crowd" },
+                    { t: "అంబటాలు", m: "Afternoon time", s: "Crowd" },
+                    { t: "ఇన్సురాయి", m: "Stone tool", s: "Crowd" },
+                    { t: "బుక్కెట్", m: "Tool for well", s: "Crowd" },
                     { t: "కైకు", m: "Why", s: "Dakhni" }, { t: "నక్కో", m: "No", s: "Dakhni" },
                     { t: "హౌ", m: "Yes", s: "Dakhni" }, { t: "బైగన్", m: "Useless", s: "Slang" },
                     { t: "చిచ్చా", m: "Uncle", s: "Slang" }, { t: "పోట్టి", m: "Girl", s: "Slang" },
@@ -555,537 +765,162 @@
             }
         ];
 
-        const andhraData = [
-            // === UTTARANDHRA REGION ===
-            {
-                name: "Srikakulam",
-                lat: 18.2949, lng: 83.8938,
-                region: "Kalingandhra",
-                history: "Bordering Odisha, this dialect (Srikakulam Mandalikam) is distinct with 'Elugu' sounds and Odiya influence. It preserves archaic Telugu forms.",
-                words: [
-                    { t: "ఎలుగు", m: "Bear", s: "Local Usage", l: "https://en.wikipedia.org/wiki/Srikakulam_district" },
-                    { t: "బయ", m: "Fear", s: "Mandalikalu", l: "https://archive.org/details/mandalikalu_vol1" },
-                    { t: "కాడ", m: "Stalk/Stick", s: "Agri", l: "https://andhrabharati.com" },
-                    { t: "మునగాకు", m: "Drumstick Leaf", s: "Food", l: "https://andhrabharati.com" },
-                    { t: "పైడి", m: "Gold/Money", s: "Community", l: "https://en.wikipedia.org/wiki/Paidi" },
-                    { t: "దొర", m: "Lord/Master", s: "Caste Title", l: "https://en.wikipedia.org/wiki/Velama" },
-                    { t: "వలి", m: "Wind", s: "Nature", l: "https://andhrabharati.com" },
-                    { t: "నీళ్ళు", m: "Water (Neellu)", s: "General", l: "https://andhrabharati.com" },
-                    { t: "బువ్వ", m: "Rice", s: "Food", l: "https://andhrabharati.com" },
-                    { t: "అమ్మోరు", m: "Goddess", s: "Religion", l: "https://en.wikipedia.org/wiki/Gramadevata" }
-                ]
-            },
-            {
-                name: "Vizianagaram",
-                lat: 18.1067, lng: 83.3956,
-                region: "Kalingandhra",
-                history: "A hub of education and culture (Vidyanagaram). The dialect is soft, musical, and heavily influenced by the Gajapati kingdom's history.",
-                words: [
-                    { t: "గెడ్డ", m: "Buffalo", s: "Rural", l: "https://andhrabharati.com" },
-                    { t: "సరే", m: "Okay", s: "Common", l: "https://en.wiktionary.org/wiki/sare" },
-                    { t: "ఆయ", m: "Yes", s: "Uttarandhra", l: "https://en.wiktionary.org/wiki/avunu" },
-                    { t: "పులస", m: "Hilsa Fish", s: "Food", l: "https://en.wikipedia.org/wiki/Tenualosa_ilisha" },
-                    { t: "తోట", m: "Garden/Farm", s: "Agri", l: "https://andhrabharati.com" },
-                    { t: "అయ్య", m: "Father", s: "Relations", l: "https://andhrabharati.com" },
-                    { t: "కోడి", m: "Chicken", s: "Food", l: "https://andhrabharati.com" },
-                    { t: "పండుగ", m: "Festival", s: "Culture", l: "https://en.wikipedia.org/wiki/Sankranti" },
-                    { t: "గుడి", m: "Temple", s: "Religion", l: "https://en.wikipedia.org/wiki/Hindu_temple" },
-                    { t: "ఊరు", m: "Village", s: "General", l: "https://en.wikipedia.org/wiki/Village" }
-                ]
-            },
-            {
-                name: "Parvathipuram Manyam",
-                lat: 18.7800, lng: 83.4300,
-                region: "Manyam (Tribal)",
-                history: "Carved from Vizianagaram/Srikakulam. Heavily tribal (Savara/Jatapu) population. 'Manyam' refers to the forest/hill region.",
-                words: [
-                    { t: "బిరింద", m: "Family/Clan", s: "Savara Tribe", l: "http://s3-ap-southeast-1.amazonaws.com/ijmer/pdf/volume10/volume10-issue12(2)/1.pdf" },
-                    { t: "గూడ", m: "Hamlet", s: "Savara/Jatapu", l: "http://s3-ap-southeast-1.amazonaws.com/ijmer/pdf/volume10/volume10-issue12(2)/1.pdf" },
-                    { t: "సవర", m: "Tribe Name", s: "Community", l: "https://en.wikipedia.org/wiki/Sora_people" },
-                    { t: "జాతాపు", m: "Tribe Name", s: "Community", l: "https://en.wikipedia.org/wiki/Jatapu" },
-                    { t: "పోడు", m: "Shifting Culti.", s: "Agri", l: "https://en.wikipedia.org/wiki/Podu_(agriculture)" },
-                    { t: "కొండ", m: "Hill", s: "Geo", l: "https://andhrabharati.com" },
-                    { t: "ఏరు", m: "Stream", s: "Geo", l: "https://andhrabharati.com" },
-                    { t: "వేట", m: "Hunt", s: "Tribal", l: "https://andhrabharati.com" },
-                    { t: "విల్లు", m: "Bow", s: "Weapon", l: "https://andhrabharati.com" },
-                    { t: "తేనె", m: "Honey", s: "Forest Produce", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "Visakhapatnam",
-                lat: 17.6868, lng: 83.2185,
-                region: "Coastal Metro",
-                history: "A cosmopolitan port city. The 'Vizag' dialect mixes Uttarandhra rural slang with English/Hindi industrial loan words.",
-                words: [
-                    { t: "యా", m: "What (Etla)", s: "Slang", l: "https://en.wikipedia.org/wiki/Visakhapatnam" },
-                    { t: "మత్స్య", m: "Fish/Marine", s: "Fishing", l: "https://en.wikipedia.org/wiki/Fisheries" },
-                    { t: "రేవు", m: "Port/Harbor", s: "Maritime", l: "https://en.wikipedia.org/wiki/Visakhapatnam_Port" },
-                    { t: "షిప్పు", m: "Ship", s: "Industrial", l: "https://en.wikipedia.org/wiki/Hindustan_Shipyard" },
-                    { t: "స్టీలు", m: "Steel", s: "Industrial", l: "https://en.wikipedia.org/wiki/Visakhapatnam_Steel_Plant" },
-                    { t: "బీచ్", m: "Beach", s: "Tourism", l: "https://en.wikipedia.org/wiki/RK_Beach" },
-                    { t: "కొండ", m: "Hill (Dolphin Nose)", s: "Geo", l: "https://en.wikipedia.org/wiki/Dolphin%27s_Nose" },
-                    { t: "లోవ", m: "Valley", s: "Geo", l: "https://andhrabharati.com" },
-                    { t: "సిటీ", m: "City", s: "Urban", l: "https://en.wikipedia.org/wiki/Smart_Cities_Mission" },
-                    { t: "ఆంధ్రా", m: "Andhra Univ.", s: "Edu", l: "https://www.andhrauniversity.edu.in/" }
-                ]
-            },
-            {
-                name: "Anakapalli",
-                lat: 17.6913, lng: 83.0039,
-                region: "North Coastal Rural",
-                history: "Famous for its Jaggery market (Bellam). The dialect is typical rural Visakha, distinct from the urban port city.",
-                words: [
-                    { t: "బెల్లం", m: "Jaggery", s: "Trade", l: "https://en.wikipedia.org/wiki/Anakapalle#Economy" },
-                    { t: "చెరకు", m: "Sugarcane", s: "Agri", l: "https://en.wikipedia.org/wiki/Sugarcane" },
-                    { t: "సంత", m: "Market", s: "Trade", l: "https://en.wikipedia.org/wiki/Market" },
-                    { t: "ఏటికొప్పాక", m: "Toy Town", s: "Craft", l: "https://en.wikipedia.org/wiki/Etikoppaka" },
-                    { t: "బొమ్మ", m: "Toy", s: "Craft", l: "https://en.wikipedia.org/wiki/Etikoppaka_toys" },
-                    { t: "లక్క", m: "Lacquer", s: "Craft", l: "https://en.wikipedia.org/wiki/Lac" },
-                    { t: "నూకమ్మ", m: "Goddess", s: "Religion", l: "https://en.wikipedia.org/wiki/Nookambika_Temple" },
-                    { t: "జాతర", m: "Fair", s: "Culture", l: "https://en.wikipedia.org/wiki/Jatra" },
-                    { t: "ఏరు", m: "River (Sarada)", s: "Geo", l: "https://en.wikipedia.org/wiki/Sarada_River" },
-                    { t: "రైతు", m: "Farmer", s: "Agri", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "Alluri Sitharama Raju",
-                lat: 18.0667, lng: 82.6500,
-                region: "Agency/Tribal",
-                history: "Named after the freedom fighter. Home to the Rampa Rebellion. Dialect is heavily influenced by Koya, Konda, and other tribal languages.",
-                words: [
-                    { t: "మన్యం", m: "Forest/Hill Area", s: "History", l: "https://en.wikipedia.org/wiki/Manyam_Rebellion" },
-                    { t: "ఫితూరీ", m: "Rebellion", s: "History", l: "https://en.wikipedia.org/wiki/Rampa_Rebellion_of_1922" },
-                    { t: "రాముడు", m: "Alluri (God)", s: "Legend", l: "https://en.wikipedia.org/wiki/Alluri_Sitarama_Raju" },
-                    { t: "పోడు", m: "Shifting Agri", s: "Tribal", l: "https://en.wikipedia.org/wiki/Podu" },
-                    { t: "కాఫీ", m: "Coffee", s: "Agri", l: "https://en.wikipedia.org/wiki/Araku_Valley_Coffee" },
-                    { t: "లోయ", m: "Valley (Araku)", s: "Geo", l: "https://en.wikipedia.org/wiki/Araku_Valley" },
-                    { t: "బొర్రా", m: "Cave/Hole", s: "Geo", l: "https://en.wikipedia.org/wiki/Borra_Caves" },
-                    { t: "గిరిజన", m: "Tribal", s: "Admin", l: "https://en.wikipedia.org/wiki/Scheduled_Tribes_in_India" },
-                    { t: "విల్లు", m: "Bow", s: "Weapon", l: "https://andhrabharati.com" },
-                    { t: "బాణం", m: "Arrow", s: "Weapon", l: "https://andhrabharati.com" }
-                ]
-            },
-
-            // === GODAVARI REGION ===
-            {
-                name: "Kakinada",
-                lat: 16.9891, lng: 82.2475,
-                region: "East Godavari",
-                history: "The 'Pensioner's Paradise'. Known for the distinct 'Aay' (Yes) and polite, drawn-out Godavari accent. Famous for Kaja.",
-                words: [
-                    { t: "కాజా", m: "Sweet", s: "Food", l: "https://en.wikipedia.org/wiki/Kakinada_Kaja" },
-                    { t: "బాసు", m: "Boss (Friend)", s: "Slang", l: "https://en.wiktionary.org/wiki/boss" },
-                    { t: "రేవు", m: "Port", s: "Marine", l: "https://en.wikipedia.org/wiki/Kakinada_Port" },
-                    { t: "పిఠాపురం", m: "Place Name", s: "History", l: "https://en.wikipedia.org/wiki/Pithapuram" },
-                    { t: "శక్తి", m: "Power (Peetham)", s: "Religion", l: "https://en.wikipedia.org/wiki/Puruhutika_Devi_Temple" },
-                    { t: "బీచ్", m: "Beach", s: "Tourism", l: "https://en.wikipedia.org/wiki/Uppada_Beach" },
-                    { t: "పట్టు", m: "Silk (Uppada)", s: "Textile", l: "https://en.wikipedia.org/wiki/Uppada_Jamdani_Sari" },
-                    { t: "నౌక", m: "Boat/Ship", s: "Marine", l: "https://andhrabharati.com" },
-                    { t: "వంట", m: "Cooking", s: "Culture", l: "https://andhrabharati.com" },
-                    { t: "మర్యాద", m: "Respect", s: "Culture", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "Dr. B.R. Ambedkar Konaseema",
-                lat: 16.5794, lng: 81.9930,
-                region: "Konaseema",
-                history: "The Delta region. Extremely fertile, known for coconut groves and distinct river-island vocabulary like 'Lanka' and 'Revu'.",
-                words: [
-                    { t: "లంక", m: "Island", s: "Geo", l: "https://te.wikipedia.org/wiki/%E0%B0%97%E0%B1%8B%E0%B0%A6%E0%B0%BE%E0%B0%B5%E0%B0%B0%E0%B0%BF_%E0%B0%AF%E0%B0%BE%E0%B0%B8" },
-                    { t: "రేవు", m: "River Bank", s: "Geo", l: "https://te.wikipedia.org/wiki/%E0%B0%97%E0%B1%8B%E0%B0%A6%E0%B0%BE%E0%B0%B5%E0%B0%B0%E0%B0%BF_%E0%B0%AF%E0%B0%BE%E0%B0%B8" },
-                    { t: "కొబ్బరి", m: "Coconut", s: "Agri", l: "http://jaganalluri.blogspot.com/2010/10/konaseema-telugu-is-delta-located-in.html" },
-                    { t: "డిబ్బ", m: "Mound/Islet", s: "Geo", l: "http://jaganalluri.blogspot.com/2010/10/konaseema-telugu-is-delta-located-in.html" },
-                    { t: "ఆయ్", m: "Yes (Respectful)", s: "Slang", l: "http://jaganalluri.blogspot.com/2010/10/konaseema-telugu-is-delta-located-in.html" },
-                    { t: "పంటి", m: "Raft/Ferry", s: "Transport", l: "http://jaganalluri.blogspot.com/2010/10/konaseema-telugu-is-delta-located-in.html" },
-                    { t: "గోదారి", m: "Godavari", s: "Geo", l: "http://jaganalluri.blogspot.com/2010/10/konaseema-telugu-is-delta-located-in.html" },
-                    { t: "అరిటాకు", m: "Banana Leaf", s: "Food", l: "https://andhrabharati.com" },
-                    { t: "పూతరేకు", m: "Paper Sweet", s: "Food", l: "https://en.wikipedia.org/wiki/Pootharekulu" },
-                    { t: "అన్నం", m: "Rice", s: "Food", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "East Godavari",
-                lat: 17.0005, lng: 81.8040,
-                region: "Godavari",
-                history: "Headquartered at Rajamahendravaram. Cultural capital of Andhra. Standard Telugu ('Grandhika') has strong roots here.",
-                words: [
-                    { t: "పుష్కర", m: "River Festival", s: "Culture", l: "https://en.wikipedia.org/wiki/Godavari_Pushkaralu" },
-                    { t: "ఘాట్", m: "Bathing Steps", s: "Religion", l: "https://en.wikipedia.org/wiki/Ghat" },
-                    { t: "ఆదికవి", m: "First Poet (Nannaya)", s: "Lit", l: "https://en.wikipedia.org/wiki/Nannayya" },
-                    { t: "బ్యారేజ్", m: "Barrage", s: "Infra", l: "https://en.wikipedia.org/wiki/Dowleswaram_Barrage" },
-                    { t: "నర్సరీ", m: "Plant Nursery", s: "Agri", l: "https://en.wikipedia.org/wiki/Kadiyam" },
-                    { t: "పువ్వులు", m: "Flowers", s: "Agri", l: "https://en.wikipedia.org/wiki/Kadiyam" },
-                    { t: "రోజా", m: "Rose", s: "Agri", l: "https://andhrabharati.com" },
-                    { t: "రైలు", m: "Train (Bridge)", s: "Transport", l: "https://en.wikipedia.org/wiki/Godavari_Bridge" },
-                    { t: "గోదావరి", m: "River", s: "Geo", l: "https://en.wikipedia.org/wiki/Godavari_River" },
-                    { t: "సంస్కృతి", m: "Culture", s: "General", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "West Godavari",
-                lat: 16.5417, lng: 81.5233,
-                region: "Godavari Delta",
-                history: "Centered around Bhimavaram. Known for aquaculture (Prawns/Fish) and cockfights (Kodi Pandem) during Sankranti.",
-                words: [
-                    { t: "రొయ్యలు", m: "Prawns", s: "Aqua", l: "https://en.wikipedia.org/wiki/Aquaculture_in_India" },
-                    { t: "చేపలు", m: "Fish", s: "Aqua", l: "https://en.wikipedia.org/wiki/Fish_farming" },
-                    { t: "పందెం", m: "Bet/Race", s: "Culture", l: "https://en.wikipedia.org/wiki/Cockfight" },
-                    { t: "సంక్రాంతి", m: "Harvest Fest", s: "Culture", l: "https://en.wikipedia.org/wiki/Sankranti" },
-                    { t: "కోడి", m: "Rooster", s: "Culture", l: "https://en.wikipedia.org/wiki/Cockfight" },
-                    { t: "బరి", m: "Arena", s: "Culture", l: "https://andhrabharati.com" },
-                    { t: "కత్తి", m: "Knife (Cockfight)", s: "Tool", l: "https://andhrabharati.com" },
-                    { t: "చెరువు", m: "Pond (Aqua)", s: "Agri", l: "https://en.wikipedia.org/wiki/Fish_pond" },
-                    { t: "గట్టు", m: "Bund", s: "Geo", l: "https://andhrabharati.com" },
-                    { t: "ఊరు", m: "Village", s: "General", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "Eluru",
-                lat: 16.7107, lng: 81.0952,
-                region: "Kolleru Belt",
-                history: "Between Krishna and Godavari. Home to Kolleru Lake. Famous for carpets and woolen piles.",
-                words: [
-                    { t: "కొల్లేరు", m: "Lake Name", s: "Geo", l: "https://en.wikipedia.org/wiki/Kolleru_Lake" },
-                    { t: "పక్షులు", m: "Birds", s: "Nature", l: "https://en.wikipedia.org/wiki/Kolleru_Bird_Sanctuary" },
-                    { t: "తివాచీ", m: "Carpet", s: "Craft", l: "https://en.wikipedia.org/wiki/Eluru#Economy" },
-                    { t: "ఉన్ని", m: "Wool", s: "Material", l: "https://andhrabharati.com" },
-                    { t: "ద్వారకా", m: "Tirumala (Little)", s: "Religion", l: "https://en.wikipedia.org/wiki/Dwaraka_Tirumala" },
-                    { t: "గుడి", m: "Temple", s: "Religion", l: "https://andhrabharati.com" },
-                    { t: "మొక్కు", m: "Vow", s: "Religion", l: "https://andhrabharati.com" },
-                    { t: "లంక", m: "Island", s: "Geo", l: "https://andhrabharati.com" },
-                    { t: "పొలము", m: "Field", s: "Agri", l: "https://andhrabharati.com" },
-                    { t: "వరి", m: "Paddy", s: "Agri", l: "https://en.wikipedia.org/wiki/Paddy" }
-                ]
-            },
-
-            // === KRISHNA-GUNTUR REGION ===
-            {
-                name: "Krishna",
-                lat: 16.1808, lng: 81.1303,
-                region: "Krishna Delta",
-                history: "Headquartered at Machilipatnam. Historic port town with Dutch/British influence. Famous for Kalamkari.",
-                words: [
-                    { t: "కలంకారీ", m: "Pen Art", s: "Art", l: "https://en.wikipedia.org/wiki/Kalamkari" },
-                    { t: "బందరు", m: "Machilipatnam", s: "Place", l: "https://en.wikipedia.org/wiki/Machilipatnam" },
-                    { t: "లడ్డు", m: "Sweet (Bandar)", s: "Food", l: "https://en.wikipedia.org/wiki/Bandar_Laddu" },
-                    { t: "బీచ్", m: "Beach", s: "Tourism", l: "https://en.wikipedia.org/wiki/Manginapudi_Beach" },
-                    { t: "కోట", m: "Fort (Dutch)", s: "History", l: "https://en.wikipedia.org/wiki/Machilipatnam#History" },
-                    { t: "నగల", m: "Imitation Gold", s: "Craft", l: "https://en.wikipedia.org/wiki/Machilipatnam" },
-                    { t: "డచ్", m: "Dutch", s: "History", l: "https://en.wikipedia.org/wiki/Dutch_Coromandel" },
-                    { t: "ఓడరేవు", m: "Seaport", s: "Marine", l: "https://andhrabharati.com" },
-                    { t: "చేనేత", m: "Handloom", s: "Craft", l: "https://andhrabharati.com" },
-                    { t: "నది", m: "River", s: "Geo", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "NTR",
-                lat: 16.5062, lng: 80.6480,
-                region: "Central Capital",
-                history: "Vijayawada region. The political and commercial heart. Standard Telugu is spoken here but with a distinct speed.",
-                words: [
-                    { t: "బెజవాడ", m: "Vijayawada", s: "Place", l: "https://en.wikipedia.org/wiki/Vijayawada" },
-                    { t: "దుర్గమ్మ", m: "Goddess", s: "Religion", l: "https://en.wikipedia.org/wiki/Kanaka_Durga_Temple" },
-                    { t: "ప్రకాశం", m: "Barrage", s: "Infra", l: "https://en.wikipedia.org/wiki/Prakasam_Barrage" },
-                    { t: "రైలు", m: "Train (Junction)", s: "Transport", l: "https://en.wikipedia.org/wiki/Vijayawada_Junction_railway_station" },
-                    { t: "రాజధాని", m: "Capital", s: "Admin", l: "https://en.wikipedia.org/wiki/Amaravati" },
-                    { t: "రాజకీయం", m: "Politics", s: "Society", l: "https://en.wikipedia.org/wiki/Politics_of_Andhra_Pradesh" },
-                    { t: "వ్యాపారం", m: "Business", s: "Economy", l: "https://andhrabharati.com" },
-                    { t: "కొండ", m: "Hill (Indrakeeladri)", s: "Geo", l: "https://en.wikipedia.org/wiki/Indrakeeladri" },
-                    { t: "నది", m: "River (Krishna)", s: "Geo", l: "https://en.wikipedia.org/wiki/Krishna_River" },
-                    { t: "ఆటో", m: "Auto", s: "Transport", l: "https://en.wikipedia.org/wiki/Auto_rickshaw" }
-                ]
-            },
-            {
-                name: "Guntur",
-                lat: 16.3067, lng: 80.4365,
-                region: "Central Andhra",
-                history: "Known for Chillies and Education. The dialect here is crisp and considered 'textbook' standard.",
-                words: [
-                    { t: "మిరప", m: "Chilli", s: "Agri", l: "https://en.wikipedia.org/wiki/Guntur_chilli" },
-                    { t: "కారం", m: "Spicy", s: "Food", l: "https://andhrabharati.com" },
-                    { t: "గోంగూర", m: "Sorrel Leaf", s: "Food", l: "https://en.wikipedia.org/wiki/Gongura" },
-                    { t: "పచ్చడి", m: "Pickle", s: "Food", l: "https://en.wikipedia.org/wiki/South_Indian_pickle" },
-                    { t: "పొగాకు", m: "Tobacco", s: "Agri", l: "https://en.wikipedia.org/wiki/Tobacco" },
-                    { t: "యార్డు", m: "Market Yard", s: "Trade", l: "https://en.wikipedia.org/wiki/Guntur" },
-                    { t: "జిన్నా", m: "Tower Name", s: "Landmark", l: "https://en.wikipedia.org/wiki/Jinnah_Tower" },
-                    { t: "చదువు", m: "Education", s: "General", l: "https://andhrabharati.com" },
-                    { t: "ఉప్పు", m: "Salt", s: "Food", l: "https://andhrabharati.com" },
-                    { t: "రాళ్ళు", m: "Stones", s: "General", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "Palnadu",
-                lat: 16.2366, lng: 80.0515,
-                region: "Palnadu",
-                history: "Historic battlefield of Palnati Yuddham. Known for bravery and specific factional history. 'Pourusham' (Valor) is a key theme.",
-                words: [
-                    { t: "పౌరుషం", m: "Valor", s: "History", l: "https://en.wikipedia.org/wiki/Palnadu" },
-                    { t: "యుద్ధం", m: "War", s: "History", l: "https://te.wikipedia.org/wiki/%E0%B0%AA%E0%B0%B2%E0%B1%8D%E0%B0%A8%E0%B0%BE%E0%B0%9F%E0%B0%BF_%E0%B0%AF%E0%B1%81%E0%B0%A6%E0%B1%8D%E0%B0%A7%E0%B0%82" },
-                    { t: "బ్రహ్మనాయుడు", m: "Hero Name", s: "Legend", l: "https://en.wikipedia.org/wiki/Brahma_Naidu" },
-                    { t: "నాగమ్మ", m: "Leader Name", s: "Legend", l: "https://en.wikipedia.org/wiki/Nayakuralu_Nagamma" },
-                    { t: "కోడి", m: "Rooster (Fight)", s: "History", l: "https://en.wikipedia.org/wiki/Palnati_Yuddham_(1947_film)" },
-                    { t: "బొంగరం", m: "Top (Game)", s: "Culture", l: "https://te.wikipedia.org/wiki/%E0%B0%AA%E0%B0%B2%E0%B1%8D%E0%B0%A8%E0%B0%BE%E0%B0%9F%E0%B0%BF_%E0%B0%AF%E0%B1%81%E0%B0%A6%E0%B1%8D%E0%B0%A7%E0%B0%82" },
-                    { t: "సమరం", m: "Battle", s: "History", l: "https://te.wikipedia.org/wiki/%E0%B0%AA%E0%B0%B2%E0%B1%8D%E0%B0%A8%E0%B0%BE%E0%B0%9F%E0%B0%BF_%E0%B0%AF%E0%B1%81%E0%B0%A6%E0%B1%8D%E0%B0%A7%E0%B0%82" },
-                    { t: "పల్నాడు", m: "Region", s: "Geo", l: "https://en.wikipedia.org/wiki/Palnadu_district" },
-                    { t: "కత్తి", m: "Sword", s: "Weapon", l: "https://andhrabharati.com" },
-                    { t: "రక్తం", m: "Blood", s: "General", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "Bapatla",
-                lat: 15.9038, lng: 80.4682,
-                region: "Coastal Guntur",
-                history: "Includes Chirala and Bapatla. Known for Weaving (Chirala) and Air Force Base. Coastal dialect.",
-                words: [
-                    { t: "చీరాల", m: "Place Name", s: "Geo", l: "https://en.wikipedia.org/wiki/Chirala" },
-                    { t: "నేత", m: "Weaving", s: "Craft", l: "https://en.wikipedia.org/wiki/Chirala" },
-                    { t: "బీచ్", m: "Beach (Suryalanka)", s: "Tourism", l: "https://en.wikipedia.org/wiki/Suryalanka_Beach" },
-                    { t: "జీడిపప్పు", m: "Cashew", s: "Agri", l: "https://andhrabharati.com" },
-                    { t: "ఇసుక", m: "Sand", s: "Geo", l: "https://andhrabharati.com" },
-                    { t: "వాయుసేన", m: "Air Force", s: "Defense", l: "https://en.wikipedia.org/wiki/Suryalanka_Air_Force_Station" },
-                    { t: "భావనారాయణ", m: "God Name", s: "Religion", l: "https://en.wikipedia.org/wiki/Bhavanarayana_Temple" },
-                    { t: "గుడి", m: "Temple", s: "Religion", l: "https://andhrabharati.com" },
-                    { t: "సముద్రం", m: "Sea", s: "Geo", l: "https://andhrabharati.com" },
-                    { t: "పడవ", m: "Boat", s: "Marine", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "Prakasam",
-                lat: 15.5057, lng: 80.0499,
-                region: "South Coastal",
-                history: "Ongole is famous for its Bulls. The dialect is a transition between Guntur and Nellore.",
-                words: [
-                    { t: "గిత్త", m: "Bull", s: "Agri", l: "https://en.wikipedia.org/wiki/Ongole_cattle" },
-                    { t: "ఒంగోలు", m: "Ongole", s: "Place", l: "https://en.wikipedia.org/wiki/Ongole" },
-                    { t: "పాల", m: "Milk (Galaxy)", s: "Industry", l: "https://en.wikipedia.org/wiki/Dairy" },
-                    { t: "గ్రానైట్", m: "Granite", s: "Industry", l: "https://en.wikipedia.org/wiki/Granite" },
-                    { t: "బండ", m: "Rock", s: "Geo", l: "https://andhrabharati.com" },
-                    { t: "పలక", m: "Slate (Markapur)", s: "Mining", l: "https://en.wikipedia.org/wiki/Markapur" },
-                    { t: "అడవి", m: "Forest (Nallamala)", s: "Geo", l: "https://en.wikipedia.org/wiki/Nallamala_Hills" },
-                    { t: "నీళ్లు", m: "Water", s: "General", l: "https://andhrabharati.com" },
-                    { t: "వేట", m: "Hunt", s: "Action", l: "https://andhrabharati.com" },
-                    { t: "రైతు", m: "Farmer", s: "Agri", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "Sri Potti Sriramulu Nellore",
-                lat: 14.4426, lng: 79.9865,
-                region: "Nellore",
-                history: "Distinct dialect ('Yeta' for 'Atu'). Famous for Ranganayaka Swamy and ISRO (Sriharikota). Transition to Tamil influence starts here.",
-                words: [
-                    { t: "ఏటి", m: "What (Yeti)", s: "Nellore Slang", l: "https://en.wikipedia.org/wiki/Nellore" },
-                    { t: "చేప", m: "Fish", s: "Food", l: "https://en.wikipedia.org/wiki/Nellore#Economy" },
-                    { t: "మందు", m: "Medicine", s: "General", l: "https://en.wikipedia.org/wiki/Anandaiah_COVID-19_Herbal_Cure" },
-                    { t: "రాకెట్", m: "Rocket", s: "Science", l: "https://en.wikipedia.org/wiki/Satish_Dhawan_Space_Centre" },
-                    { t: "చెరువు", m: "Lake (Pulicat)", s: "Geo", l: "https://en.wikipedia.org/wiki/Pulicat_Lake" },
-                    { t: "పక్షి", m: "Bird (Flamingo)", s: "Nature", l: "https://en.wikipedia.org/wiki/Nelapattu_Bird_Sanctuary" },
-                    { t: "పెన్న", m: "Penna River", s: "Geo", l: "https://en.wikipedia.org/wiki/Penna_River" },
-                    { t: "వడ్లు", m: "Paddy", s: "Agri", l: "https://en.wikipedia.org/wiki/Rice" },
-                    { t: "కారం", m: "Spicy", s: "Food", l: "https://andhrabharati.com" },
-                    { t: "దోవ", m: "Way/Path", s: "Rural", l: "https://www.reddit.com/r/Dravidiology/comments/1cmmve7/nellorekurrapalli_telugu_swadesh_list/" }
-                ]
-            },
-
-            // === RAYALASEEMA REGION ===
-            {
-                name: "Kurnool",
-                lat: 15.8281, lng: 78.0373,
-                region: "Rayalaseema",
-                history: "Gateway to Rayalaseema. Historic capital. Dialect uses 'Emappa' and has rougher intonations.",
-                words: [
-                    { t: "కొండ", m: "Reddy (Fort)", s: "History", l: "https://en.wikipedia.org/wiki/Konda_Reddy_Fort" },
-                    { t: "బూర్జు", m: "Bastion", s: "History", l: "https://en.wikipedia.org/wiki/Konda_Reddy_Fort" },
-                    { t: "అప్ప", m: "Friend/Father", s: "Slang", l: "https://www.quora.com/What-are-some-common-phrases-in-the-Rayalaseema-Dialect-of-Telugu" },
-                    { t: "ఏమప్ప", m: "What man?", s: "Slang", l: "https://www.quora.com/What-are-some-common-phrases-in-the-Rayalaseema-Dialect-of-Telugu" },
-                    { t: "కర్నూలు", m: "City Name", s: "Place", l: "https://en.wikipedia.org/wiki/Kurnool" },
-                    { t: "తుంగభద్ర", m: "River", s: "Geo", l: "https://en.wikipedia.org/wiki/Tungabhadra_River" },
-                    { t: "సంగం", m: "Confluence", s: "Geo", l: "https://en.wikipedia.org/wiki/Sangameswara_Temple,_Kurnool" },
-                    { t: "రాళ్లు", m: "Stones", s: "Geo", l: "https://andhrabharati.com" },
-                    { t: "పులుసు", m: "Stew", s: "Food", l: "https://andhrabharati.com" },
-                    { t: "చేను", m: "Field", s: "Agri", l: "https://www.quora.com/What-are-some-common-phrases-in-the-Rayalaseema-Dialect-of-Telugu" }
-                ]
-            },
-            {
-                name: "Nandyal",
-                lat: 15.4849, lng: 78.4867,
-                region: "Rayalaseema",
-                history: "Splintered from Kurnool. Famous for Mahanandi and Agriculture. 'Nandi' (Bull) is central to its identity.",
-                words: [
-                    { t: "నంది", m: "Bull", s: "Religion", l: "https://en.wikipedia.org/wiki/Mahanandi" },
-                    { t: "ఆలయం", m: "Temple", s: "Religion", l: "https://en.wikipedia.org/wiki/Mahanandi" },
-                    { t: "నీరు", m: "Water", s: "General", l: "https://andhrabharati.com" },
-                    { t: "మహానంది", m: "Place Name", s: "Geo", l: "https://en.wikipedia.org/wiki/Mahanandi" },
-                    { t: "అడవి", m: "Forest", s: "Geo", l: "https://en.wikipedia.org/wiki/Nallamala_Hills" },
-                    { t: "పులి", m: "Tiger", s: "Wildlife", l: "https://en.wikipedia.org/wiki/Nagarjunsagar-Srisailam_Tiger_Reserve" },
-                    { t: "విత్తనాలు", m: "Seeds", s: "Agri", l: "https://en.wikipedia.org/wiki/Nandyal" },
-                    { t: "పంట", m: "Crop", s: "Agri", l: "https://andhrabharati.com" },
-                    { t: "కొండ", m: "Hill", s: "Geo", l: "https://andhrabharati.com" },
-                    { t: "రైతు", m: "Farmer", s: "Agri", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "Ananthapuramu",
-                lat: 14.6819, lng: 77.6006,
-                region: "Rayalaseema",
-                history: "Driest region. Groundnut (Verusenaga) is the main crop. Dialect is distinct Rayalaseema.",
-                words: [
-                    { t: "వేరుశనగ", m: "Groundnut", s: "Agri", l: "https://en.wikipedia.org/wiki/Anantapur_district#Economy" },
-                    { t: "కరవు", m: "Drought", s: "Climate", l: "https://en.wikipedia.org/wiki/Anantapur_district#Climate" },
-                    { t: "సీమ", m: "Region", s: "Geo", l: "https://en.wikipedia.org/wiki/Rayalaseema" },
-                    { t: "రాళ్లు", m: "Rocks", s: "Geo", l: "https://andhrabharati.com" },
-                    { t: "పవన", m: "Wind", s: "Energy", l: "https://en.wikipedia.org/wiki/Wind_power_in_India" },
-                    { t: "విద్యుత్", m: "Power", s: "Energy", l: "https://en.wikipedia.org/wiki/Solar_power_in_India" },
-                    { t: "కోట", m: "Fort (Gooty)", s: "History", l: "https://en.wikipedia.org/wiki/Gooty_Fort" },
-                    { t: "ట్యాంక్", m: "Tank", s: "Water", l: "https://en.wikipedia.org/wiki/Anantapur" },
-                    { t: "పొలము", m: "Field", s: "Agri", l: "https://andhrabharati.com" },
-                    { t: "లేపాక్షి", m: "Lepakshi", s: "Art", l: "https://en.wikipedia.org/wiki/Lepakshi" }
-                ]
-            },
-            {
-                name: "Sri Sathya Sai",
-                lat: 14.1683, lng: 77.8117,
-                region: "Spiritual Rayalaseema",
-                history: "Headquartered at Puttaparthi. Global influence due to Sathya Sai Baba. Vocabulary includes spiritual terms.",
-                words: [
-                    { t: "సాయి", m: "Sai Baba", s: "Religion", l: "https://en.wikipedia.org/wiki/Sathya_Sai_Baba" },
-                    { t: "సేవ", m: "Service", s: "Religion", l: "https://www.sathyasai.org/resources/indic-glossary" },
-                    { t: "భక్తి", m: "Devotion", s: "Religion", l: "https://www.sathyasai.org/resources/indic-glossary" },
-                    { t: "ఆశ్రమం", m: "Ashram", s: "Place", l: "https://en.wikipedia.org/wiki/Prasanthi_Nilayam" },
-                    { t: "విమానం", m: "Airport", s: "Transport", l: "https://en.wikipedia.org/wiki/Sri_Sathya_Sai_Airport" },
-                    { t: "వైద్యం", m: "Medicine", s: "Health", l: "https://en.wikipedia.org/wiki/Sri_Sathya_Sai_Institute_of_Higher_Medical_Sciences,_Prasanthigram" },
-                    { t: "ప్రశాంతి", m: "Peace", s: "Philosophy", l: "https://en.wikipedia.org/wiki/Prasanthi_Nilayam" },
-                    { t: "నిలయం", m: "Abode", s: "Place", l: "https://en.wikipedia.org/wiki/Prasanthi_Nilayam" },
-                    { t: "హారతి", m: "Offering", s: "Ritual", l: "https://www.sathyasai.org/resources/indic-glossary" },
-                    { t: "దర్శనం", m: "Sight/View", s: "Ritual", l: "https://www.sathyasai.org/resources/indic-glossary" }
-                ]
-            },
-            {
-                name: "YSR Kadapa",
-                lat: 14.4673, lng: 78.8242,
-                region: "Rayalaseema",
-                history: "Heart of Rayalaseema. Known for 'Kadapa' (Threshold). Dialect uses strong words like 'Biddā' (Child/Son).",
-                words: [
-                    { t: "బిడ్డ", m: "Child/Son", s: "Slang", l: "https://kadapa.info/tag/rayalaseema-dialect/" },
-                    { t: "రాయి", m: "Stone (Kadapa)", s: "Geo", l: "https://en.wikipedia.org/wiki/Kadapa_Stone" },
-                    { t: "గడప", m: "Threshold", s: "Etymology", l: "https://en.wikipedia.org/wiki/Kadapa" },
-                    { t: "దేవుడు", m: "God (Balaji)", s: "Religion", l: "https://en.wikipedia.org/wiki/Venkateswara" },
-                    { t: "దర్గా", m: "Shrine", s: "Religion", l: "https://en.wikipedia.org/wiki/Ameen_Peer_Dargah" },
-                    { t: "మసీదు", m: "Mosque", s: "Religion", l: "https://en.wikipedia.org/wiki/Ameen_Peer_Dargah" },
-                    { t: "గండి", m: "Gorge", s: "Geo", l: "https://en.wikipedia.org/wiki/Gandikota" },
-                    { t: "కోట", m: "Fort (Gandikota)", s: "History", l: "https://en.wikipedia.org/wiki/Gandikota" },
-                    { t: "ఏరు", m: "River (Penna)", s: "Geo", l: "https://en.wikipedia.org/wiki/Penna_River" },
-                    { t: "ఊరు", m: "Village", s: "General", l: "https://andhrabharati.com" }
-                ]
-            },
-            {
-                name: "Annamayya",
-                lat: 14.0772, lng: 79.0267,
-                region: "Rayalaseema",
-                history: "Named after Tallapaka Annamayya. Rayachoti is HQ. Dialect is a blend of Kadapa and Chittoor.",
-                words: [
-                    { t: "సంకీర్తన", m: "Song/Hymn", s: "Culture", l: "https://en.wikipedia.org/wiki/Annamacharya" },
-                    { t: "వెంకన్న", m: "Lord Venkateswara", s: "Religion", l: "https://en.wikipedia.org/wiki/Venkateswara" },
-                    { t: "తాళ్ళపాక", m: "Place Name", s: "History", l: "https://en.wikipedia.org/wiki/Tallapaka" },
-                    { t: "రాచవీడు", m: "Rayachoti (Old)", s: "Etymology", l: "https://en.wikipedia.org/wiki/Rayachoti" },
-                    { t: "కొండ", m: "Hill (Horsley)", s: "Geo", l: "https://en.wikipedia.org/wiki/Horsley_Hills" },
-                    { t: "మదనపల్లె", m: "Place Name", s: "Geo", l: "https://en.wikipedia.org/wiki/Madanapalle" },
-                    { t: "టమోటా", m: "Tomato", s: "Agri", l: "https://en.wikipedia.org/wiki/Madanapalle#Economy" },
-                    { t: "పట్టు", m: "Silk", s: "Textile", l: "https://annamayya.ap.gov.in/te/" },
-                    { t: "చీర", m: "Saree", s: "Textile", l: "https://annamayya.ap.gov.in/te/" },
-                    { t: "పాట", m: "Song", s: "Culture", l: "https://en.wikipedia.org/wiki/Annamacharya" }
-                ]
-            },
-            {
-                name: "Tirupati",
-                lat: 13.6288, lng: 79.4192,
-                region: "Pilgrimage Zone",
-                history: "The Spiritual Capital. Dialect has Tamil influence due to proximity to Chennai and millions of pilgrims.",
-                words: [
-                    { t: "గోవిందా", m: "God's Name", s: "Religion", l: "https://en.wikipedia.org/wiki/Govinda" },
-                    { t: "లడ్డు", m: "Prasadam", s: "Food", l: "https://en.wikipedia.org/wiki/Tirupati_Laddu" },
-                    { t: "కొండ", m: "Hill (Seven)", s: "Geo", l: "https://en.wikipedia.org/wiki/Tirumala" },
-                    { t: "ఏడు", m: "Seven", s: "Number", l: "https://en.wikipedia.org/wiki/Tirumala_Venkateswara_Temple" },
-                    { t: "వెంకటేశ్వర", m: "God", s: "Religion", l: "https://en.wikipedia.org/wiki/Venkateswara" },
-                    { t: "కళ్యాణ", m: "Wedding", s: "Ritual", l: "https://en.wikipedia.org/wiki/Kalyanotsavam" },
-                    { t: "జుట్టు", m: "Hair (Tonsure)", s: "Ritual", l: "https://en.wikipedia.org/wiki/Tirumala_Venkateswara_Temple#Tonsure" },
-                    { t: "దర్శనం", m: "View", s: "Religion", l: "https://en.wikipedia.org/wiki/Darshan" },
-                    { t: "జూ", m: "Zoo", s: "Tourism", l: "https://en.wikipedia.org/wiki/Sri_Venkateswara_Zoological_Park" },
-                    { t: "శ్రీహరికోట", m: "Spaceport", s: "Science", l: "https://en.wikipedia.org/wiki/Satish_Dhawan_Space_Centre" }
-                ]
-            },
-            {
-                name: "Chittoor",
-                lat: 13.2172, lng: 79.1003,
-                region: "Southern Border",
-                history: "Strong Tamil influence (Chittoor slang). Words like 'Maa' (Mango) and dairy terms are common.",
-                words: [
-                    { t: "మామిడి", m: "Mango", s: "Agri", l: "https://en.wikipedia.org/wiki/Chittoor_district#Economy" },
-                    { t: "పాలు", m: "Milk", s: "Agri", l: "https://en.wikipedia.org/wiki/Dairy" },
-                    { t: "గ్రానైట్", m: "Granite", s: "Industry", l: "https://en.wikipedia.org/wiki/Granite" },
-                    { t: "కాణిపాకం", m: "Place Name", s: "Religion", l: "https://en.wikipedia.org/wiki/Kanipakam" },
-                    { t: "వినాయకుడు", m: "Ganesha", s: "Religion", l: "https://en.wikipedia.org/wiki/Kanipakam_Vinayaka_Temple" },
-                    { t: "బెల్లం", m: "Jaggery", s: "Food", l: "https://en.wikipedia.org/wiki/Jaggery" },
-                    { t: "అరగొండ", m: "Half Hill", s: "Place", l: "https://en.wikipedia.org/wiki/Aragonda" },
-                    { t: "చెరకు", m: "Sugarcane", s: "Agri", l: "https://en.wikipedia.org/wiki/Sugarcane" },
-                    { t: "తమిళం", m: "Tamil", s: "Influence", l: "https://en.wikipedia.org/wiki/Chittoor_district#Demographics" },
-                    { t: "టెంకాయ", m: "Coconut (Tenkaaya)", s: "Slang", l: "https://andhrabharati.com" }
-                ]
+        // --- 1.5. DYNAMIC DATA LOADING & MERGING ---
+
+        // AP District Coordinate Mapping
+        const AP_COORDINATES = {
+  "Alluri Sitharama Raju": { "lat": 17.7000, "lng": 81.9000, "region": "Coastal Andhra", "history": "Named after the legendary freedom fighter; a hub of tribal culture and the Rampa Rebellion." },
+  "Anakapalli": { "lat": 17.6913, "lng": 83.0039, "region": "Coastal Andhra", "history": "Historical Buddhist site (Bojjanakonda) and a major center for the jaggery trade." },
+  "Anantapur": { "lat": 14.6856, "lng": 77.6006, "region": "Rayalaseema", "history": "Ancient cultural zone with Kannada and Marathi influences; home to the Gooty Fort." },
+  "Annamayya": { "lat": 13.9744, "lng": 78.9647, "region": "Rayalaseema", "history": "Named after the saint-poet Tallapaka Annamacharya; rich in spiritual and forest heritage." },
+  "Bapatla": { "lat": 15.9045, "lng": 80.4682, "region": "Coastal Andhra", "history": "Known for its historical Suryalanka beach and prominent educational institutions since the British era." },
+  "Chittoor": { "lat": 13.2172, "lng": 79.1003, "region": "Rayalaseema", "history": "A major gateway to South India with deep links to the Vijayanagara Empire." },
+  "Dr. B.R. Ambedkar Konaseema": { "lat": 16.6360, "lng": 81.9961, "region": "Coastal Andhra", "history": "The 'Kerala of Andhra'; a lush delta region known for Vedic culture and coconut groves." },
+  "East Godavari": { "lat": 17.0005, "lng": 81.7729, "region": "Coastal Andhra", "history": "The rice bowl of AP; historically a cultural epicenter of the Telugu language." },
+  "Eluru": { "lat": 16.7107, "lng": 81.1018, "region": "Coastal Andhra", "history": "Former Buddhist center and capital of the Vengi dynasty." },
+  "Guntur": { "lat": 16.3067, "lng": 80.4365, "region": "Coastal Andhra", "history": "Ancient seat of learning (Amaravati) and a global hub for the spice trade." },
+  "Kakinada": { "lat": 16.9891, "lng": 82.2475, "region": "Coastal Andhra", "history": "Known as the 'Pensioner's Paradise'; a key port city during the Dutch and British eras." },
+  "Konaseema": { "lat": 16.5000, "lng": 82.0000, "region": "Coastal Andhra", "history": "Famous for its lush greenery and traditional Brahminical scholarship." },
+  "Krishna": { "lat": 16.1800, "lng": 81.1300, "region": "Coastal Andhra", "history": "Named after the sacred river; the heartland of the Kuchipudi dance form." },
+  "Kurnool": { "lat": 15.8281, "lng": 78.0373, "region": "Rayalaseema", "history": "The first capital of Andhra State (1953-1956) and home to the Konda Reddy Fort." },
+  "Nandyal": { "lat": 15.4811, "lng": 78.4862, "region": "Rayalaseema", "history": "Surrounded by the 'Nava Nandulu' temples and a gateway to the Nallamala forests." },
+  "NTR": { "lat": 16.5062, "lng": 80.6480, "region": "Coastal Andhra", "history": "Named after the legendary actor-politician N.T. Rama Rao; encompasses the bustling city of Vijayawada." },
+  "Palnadu": { "lat": 16.2900, "lng": 79.9100, "region": "Coastal Andhra", "history": "Famous for the historic 'Battle of Palnadu' often compared to the Mahabharata." },
+  "Parvathipuram Manyam": { "lat": 18.7781, "lng": 83.4219, "region": "Coastal Andhra", "history": "A tribal-dominated hill region with rich folk traditions and forest history." },
+  "Prakasam": { "lat": 15.5057, "lng": 80.0493, "region": "Coastal Andhra", "history": "Named after Tanguturi Prakasam Pantulu; contains ancient Buddhist sites and Motupalli port." },
+  "Sri Potti Sriramulu Nellore": { "lat": 14.4426, "lng": 79.9865, "region": "Coastal Andhra", "history": "Home to the Satish Dhawan Space Centre and historically famous for its mica mines." },
+  "Sri Sathya Sai": { "lat": 14.1670, "lng": 77.8111, "region": "Rayalaseema", "history": "Named after the spiritual leader Sathya Sai Baba; includes the spiritual hub of Puttaparthi." },
+  "Srikakulam": { "lat": 18.2949, "lng": 83.8938, "region": "Coastal Andhra", "history": "Ancient land of the Kalinga Empire with prominent sun temples and Buddhist ruins." },
+  "Tirupati": { "lat": 13.6288, "lng": 79.4192, "region": "Rayalaseema", "history": "The spiritual capital of AP; home to the world-famous Lord Venkateswara Temple." },
+  "Visakhapatnam": { "lat": 17.6868, "lng": 83.2185, "region": "Coastal Andhra", "history": "A major naval center and historical port known as the 'City of Destiny'." },
+  "Vizianagaram": { "lat": 18.1124, "lng": 83.3956, "region": "Coastal Andhra", "history": "Meaning 'City of Victory'; historically ruled by the Pusapati Rajas." },
+  "West Godavari": { "lat": 16.7110, "lng": 81.5230, "region": "Coastal Andhra", "history": "A prosperous agricultural region known for its extensive canal system and Kolleru Lake." },
+  "YSR Kadapa": { "lat": 14.4673, "lng": 78.8242, "region": "Rayalaseema", "history": "Heart of the Rayalaseema region; home to the Gandikota canyon and rich mineral deposits." }
+};
+
+        async function loadAndMergeDynamicData() {
+            try {
+                // Load processed_dialects.json
+                const response1 = await fetch('data/processed/processed_dialects.json');
+                if (response1.ok) {
+                    const dynamicDistricts = await response1.json();
+                    console.log(`✓ Loaded ${dynamicDistricts.length} districts from processed_dialects.json`);
+
+                    dynamicDistricts.forEach(dynamicDistrict => {
+                        const existingDistrict = dialectData.find(d => d.name === dynamicDistrict.name);
+
+                        if (existingDistrict) {
+                            console.log(`  → Enhancing ${dynamicDistrict.name} with ${dynamicDistrict.words.length} additional words`);
+                            existingDistrict.words = [...existingDistrict.words, ...dynamicDistrict.words];
+                        } else {
+                            console.log(`  → Adding new district: ${dynamicDistrict.name} with ${dynamicDistrict.words.length} words`);
+                            dialectData.push(dynamicDistrict);
+                        }
+                    });
+                }
+
+                // Load digiwords_grouped.json
+                const response2 = await fetch('data/processed/digiwords_grouped.json');
+                if (response2.ok) {
+                    const digiwords = await response2.json();
+
+                    // Process both Telangana and Andhra Pradesh districts
+                    ['Telangana', 'Andhra Pradesh'].forEach(state => {
+                        const stateDistricts = digiwords[state] || {};
+                        console.log(`\n✓ Processing ${Object.keys(stateDistricts).length} districts from ${state}`);
+
+                        Object.entries(stateDistricts).forEach(([districtName, wordsArray]) => {
+                            const existingDistrict = dialectData.find(d => d.name === districtName);
+
+                            if (existingDistrict) {
+                                // Merge words into existing district
+                                console.log(`  → Merging ${wordsArray.length} words into ${districtName}`);
+                                existingDistrict.words = [...existingDistrict.words, ...wordsArray];
+                            } else {
+                                // Create new district for AP (Telangana districts should already exist)
+                                const coords = AP_COORDINATES[districtName];
+                                if (coords) {
+                                    const newDistrict = {
+                                        name: districtName,
+                                        lat: coords.lat,
+                                        lng: coords.lng,
+                                        region: coords.region,
+                                        history: coords.history,
+                                        words: wordsArray
+                                    };
+                                    console.log(`  → Adding new AP district: ${districtName} with ${wordsArray.length} words`);
+                                    dialectData.push(newDistrict);
+                                } else {
+                                    console.warn(`  ⚠ Skipping ${districtName}: No coordinates found`);
+                                }
+                            }
+                        });
+                    });
+                }
+
+                console.log(`\n✅ Total districts loaded: ${dialectData.length}`);
+
+            } catch (error) {
+                console.error('Error loading dynamic data:', error);
+                console.log('Continuing with hardcoded data only.');
             }
-        ];
-
-        // COMBINE DATA FOR ALL DISTRICTS
-        const allDistrictsData = [...Telangana_Data, ...andhraData];
+        }
 
         // --- 2. MAP SETUP ---
-        // Center on the Telugu States region
-        const map = L.map('map').setView([17.0, 80.0], 7);
-
-        L.tileLayer('https://{s}.basemaps.cartocdn.com/light_all/{z}/{x}/{y}{r}.png', {
-            attribution: '&copy; OSM contributors'
-        }).addTo(map);
-
-        // --- 3. MARKERS & INTERACTION ---
-        const sidebarPanel = document.getElementById('info-panel');
-
-        // Red Marker Style
-        const iconConfig = L.divIcon({
-            className: 'custom-icon',
-            html: `<div style="background:#e74c3c; width:12px; height:12px; border-radius:50%; border:2px solid white; box-shadow:0 0 4px rgba(0,0,0,0.4);"></div>`,
-            iconSize: [14, 14],
-            iconAnchor: [7, 7]
-        });
+        // Initialize map after data is loaded
+        let map;
+
+        async function initializeMap() {
+            // Load dynamic data first
+            await loadAndMergeDynamicData();
+
+            // Update district counter
+            const telanganaCount = dialectData.filter(d => !AP_COORDINATES[d.name]).length;
+            const apCount = dialectData.filter(d => AP_COORDINATES[d.name]).length;
+            document.getElementById('district-counter').textContent =
+                `Telangana: ${telanganaCount} • Andhra Pradesh: ${apCount} • Total: ${dialectData.length} Districts`;
+
+            // Center map to show both Telangana and Andhra Pradesh
+            map = L.map('map').setView([16.5, 79.8], 6.5);
+
+            L.tileLayer('https://{s}.basemaps.cartocdn.com/light_all/{z}/{x}/{y}{r}.png', {
+                attribution: '&copy; OSM contributors'
+            }).addTo(map);
+
+            // --- 3. MARKERS & INTERACTION ---
+            const sidebarPanel = document.getElementById('info-panel');
+
+            // Red Marker Style
+            const redIcon = L.divIcon({
+                className: 'custom-marker',
+                html: '📍',
+                iconSize: [30, 30],
+                iconAnchor: [15, 30]
+            });
 
-        // Loop through the combined data
-        allDistrictsData.forEach(d => {
-            const marker = L.marker([d.lat, d.lng], { icon: iconConfig }).addTo(map);
+            dialectData.forEach(d => {
+                const marker = L.marker([d.lat, d.lng], { icon: redIcon }).addTo(map);
 
-            // Hover Label
-            marker.bindTooltip(`<b>${d.name}</b>`, { direction: 'top', offset: [0, -5] });
+                // Hover Label
+                marker.bindTooltip(`<b>${d.name}</b>`, { direction: 'top', offset: [0, -5] });
 
-            // Click Action
-            marker.on('click', () => {
-                map.flyTo([d.lat, d.lng], 9, { duration: 1.2 });
-                updateSidebar(d);
+                // Click Action
+                marker.on('click', () => {
+                    map.flyTo([d.lat, d.lng], 9, { duration: 1.2 });
+                    updateSidebar(d);
+                });
             });
-        });
 
-        function updateSidebar(data) {
-            const rows = data.words.map(w => {
-                // Check if a link exists ('l' property)
-                const sourceContent = w.l
-                    ? `<a href="${w.l}" target="_blank" class="source-link">${w.s}</a>`
-                    : w.s;
-
-                return `
+            function updateSidebar(data) {
+                const rows = data.words.map(w => `
                 <tr>
                     <td class="telugu-word">${w.t}</td>
                     <td>${w.m}</td>
-                    <td style="color:#777; font-size:0.7rem;">${sourceContent}</td>
+                    <td style="color:#777; font-size:0.7rem;">${w.s}</td>
                 </tr>
-                `;
-            }).join('');
+            `).join('');
 
-            sidebarPanel.innerHTML = `
+                sidebarPanel.innerHTML = `
                 <div style="animation:fadeIn 0.4s;">
                     <h2 class="district-title">${data.name}</h2>
                     <span class="region-tag">${data.region}</span>
@@ -1096,7 +931,11 @@
                     </table>
                 </div>
             `;
+            }
         }
+
+        // Start the application
+        initializeMap();
     </script>
 </body>
 

requirements.txt

@@ -0,0 +1,6 @@
+google-auth>=2.25.0
+google-auth-oauthlib>=1.2.0
+google-auth-httplib2>=0.2.0
+google-api-python-client>=2.110.0
+watchdog>=3.0.0
+python-dotenv>=1.0.0

scripts/automation_runner.py

@@ -0,0 +1,169 @@
+#!/usr/bin/env python3
+"""
+Automation Runner
+Main orchestrator that runs all automation tasks:
+- File watching
+- Scheduled Google Sheets sync
+- Initial conversion
+"""
+
+import json
+import time
+import signal
+import sys
+import threading
+import subprocess
+from pathlib import Path
+from datetime import datetime
+
+# Paths
+BASE_DIR = Path(__file__).parent.parent
+CONFIG_FILE = BASE_DIR / "config.json"
+SHEETS_SYNC_SCRIPT = BASE_DIR / "scripts" / "sheets_sync.py"
+FILE_WATCHER_SCRIPT = BASE_DIR / "scripts" / "file_watcher.py"
+CSV_TO_JSON_SCRIPT = BASE_DIR / "scripts" / "csv_to_json.py"
+
+
+class AutomationRunner:
+    """Manages all automation tasks"""
+    
+    def __init__(self):
+        self.config = self.load_config()
+        self.running = True
+        self.watcher_process = None
+        self.sync_thread = None
+        
+        # Set up signal handlers for graceful shutdown
+        signal.signal(signal.SIGINT, self.signal_handler)
+        signal.signal(signal.SIGTERM, self.signal_handler)
+    
+    def signal_handler(self, sig, frame):
+        """Handle shutdown signals"""
+        print("\n\n🛑 Shutdown signal received...")
+        self.running = False
+    
+    def load_config(self):
+        """Load configuration"""
+        if not CONFIG_FILE.exists():
+            print(f"❌ Config file not found: {CONFIG_FILE}")
+            sys.exit(1)
+        
+        with open(CONFIG_FILE, 'r') as f:
+            return json.load(f)
+    
+    def run_initial_conversion(self):
+        """Run initial CSV-to-JSON conversion"""
+        print("🔄 Running initial CSV-to-JSON conversion...")
+        try:
+            subprocess.run([sys.executable, str(CSV_TO_JSON_SCRIPT)], check=True)
+        except subprocess.CalledProcessError:
+            print("⚠️  Initial conversion failed (this is OK if CSV files don't exist yet)")
+    
+    def start_file_watcher(self):
+        """Start the file watcher in a separate process"""
+        if not self.config.get('file_watcher', {}).get('enabled', True):
+            print("⚠️  File watcher disabled in config")
+            return
+        
+        print("👀 Starting file watcher...")
+        self.watcher_process = subprocess.Popen(
+            [sys.executable, str(FILE_WATCHER_SCRIPT)],
+            stdout=subprocess.PIPE,
+            stderr=subprocess.STDOUT,
+            text=True,
+            bufsize=1
+        )
+        
+        # Stream output in a separate thread
+        def stream_output():
+            for line in self.watcher_process.stdout:
+                print(line, end='')
+        
+        threading.Thread(target=stream_output, daemon=True).start()
+    
+    def sync_sheets_once(self):
+        """Run Google Sheets sync once"""
+        print(f"\n⏰ [{datetime.now().strftime('%H:%M:%S')}] Running Google Sheets sync...")
+        try:
+            result = subprocess.run(
+                [sys.executable, str(SHEETS_SYNC_SCRIPT)],
+                capture_output=True,
+                text=True
+            )
+            print(result.stdout)
+            if result.returncode != 0:
+                print(result.stderr)
+        except Exception as e:
+            print(f"❌ Sync error: {e}")
+    
+    def start_scheduled_sync(self):
+        """Start scheduled Google Sheets sync"""
+        sheets_config = self.config.get('google_sheets', {})
+        
+        if not sheets_config.get('enabled', False):
+            print("⚠️  Google Sheets sync disabled in config")
+            return
+        
+        interval_minutes = sheets_config.get('sync_interval_minutes', 5)
+        print(f"⏰ Starting scheduled sync (every {interval_minutes} minutes)...")
+        
+        def sync_loop():
+            # Run initial sync
+            self.sync_sheets_once()
+            
+            # Continue syncing at intervals
+            while self.running:
+                time.sleep(interval_minutes * 60)
+                if self.running:
+                    self.sync_sheets_once()
+        
+        self.sync_thread = threading.Thread(target=sync_loop, daemon=True)
+        self.sync_thread.start()
+    
+    def run(self):
+        """Main run loop"""
+        print("=" * 60)
+        print("🚀 Dialect Map Automation System")
+        print("=" * 60)
+        print()
+        
+        # Run initial conversion
+        self.run_initial_conversion()
+        print()
+        
+        # Start file watcher
+        self.start_file_watcher()
+        
+        # Start scheduled sync
+        self.start_scheduled_sync()
+        
+        print()
+        print("=" * 60)
+        print("✅ All automation tasks started!")
+        print("=" * 60)
+        print("\n💡 Press Ctrl+C to stop all automation\n")
+        
+        # Keep running until stopped
+        try:
+            while self.running:
+                time.sleep(1)
+        except KeyboardInterrupt:
+            pass
+        
+        # Cleanup
+        print("\n🧹 Cleaning up...")
+        if self.watcher_process:
+            self.watcher_process.terminate()
+            self.watcher_process.wait()
+        
+        print("✅ Automation stopped gracefully\n")
+
+
+def main():
+    """Main entry point"""
+    runner = AutomationRunner()
+    runner.run()
+
+
+if __name__ == "__main__":
+    main()

scripts/check_sheet_names.py

@@ -0,0 +1,63 @@
+#!/usr/bin/env python3
+"""
+Check Sheet Names
+Quick utility to list all sheet tab names from Google Sheets
+"""
+
+import json
+from pathlib import Path
+from google.oauth2 import service_account
+from googleapiclient.discovery import build
+
+# Paths
+BASE_DIR = Path(__file__).parent.parent
+CONFIG_FILE = BASE_DIR / "config.json"
+CREDS_FILE = BASE_DIR / "credentials.json"
+
+
+def get_sheet_names(spreadsheet_id, service):
+    """Get all sheet names from a spreadsheet"""
+    try:
+        sheet_metadata = service.spreadsheets().get(spreadsheetId=spreadsheet_id).execute()
+        sheets = sheet_metadata.get('sheets', [])
+        return [sheet['properties']['title'] for sheet in sheets]
+    except Exception as e:
+        print(f"❌ Error: {e}")
+        return []
+
+
+def main():
+    # Load config
+    with open(CONFIG_FILE, 'r') as f:
+        config = json.load(f)
+    
+    # Authenticate
+    print("🔐 Authenticating with Google Sheets API...\n")
+    credentials = service_account.Credentials.from_service_account_file(
+        CREDS_FILE,
+        scopes=['https://www.googleapis.com/auth/spreadsheets.readonly']
+    )
+    service = build('sheets', 'v4', credentials=credentials)
+    
+    # Check each spreadsheet
+    for sheet_config in config['google_sheets']['spreadsheets']:
+        name = sheet_config['name']
+        spreadsheet_id = sheet_config['spreadsheet_id']
+        
+        print(f"📊 {name}")
+        print(f"   ID: {spreadsheet_id[:20]}...")
+        
+        sheet_names = get_sheet_names(spreadsheet_id, service)
+        
+        if sheet_names:
+            print(f"   ✅ Found {len(sheet_names)} tab(s):")
+            for tab_name in sheet_names:
+                print(f"      - '{tab_name}'")
+        else:
+            print("   ❌ No tabs found or error occurred")
+        
+        print()
+
+
+if __name__ == "__main__":
+    main()

scripts/csv_to_json.py

@@ -0,0 +1,160 @@
+#!/usr/bin/env python3
+"""
+CSV to JSON Converter
+Converts dialect CSV files from sheets_output/ to JSON format for index.html
+"""
+
+import csv
+import json
+import os
+from pathlib import Path
+from collections import defaultdict
+
+# Paths
+BASE_DIR = Path(__file__).parent.parent
+SHEETS_OUTPUT_DIR = BASE_DIR / "sheets_output"
+JSON_OUTPUT_DIR = BASE_DIR / "data" / "processed"
+
+
+def convert_processed_dialects():
+    """Convert processed_dialects.csv to JSON format"""
+    csv_file = SHEETS_OUTPUT_DIR / "processed_dialects.csv"
+    json_file = JSON_OUTPUT_DIR / "processed_dialects.json"
+    
+    if not csv_file.exists():
+        print(f"⚠️  CSV file not found: {csv_file}")
+        return False
+    
+    try:
+        districts = []
+        
+        with open(csv_file, 'r', encoding='utf-8') as f:
+            reader = csv.DictReader(f)
+            
+            # Group words by district
+            district_words = defaultdict(lambda: {
+                'name': '',
+                'lat': 0,
+                'lng': 0,
+                'region': '',
+                'history': '',
+                'words': []
+            })
+            
+            for row in reader:
+                district_name = row.get('District', '').strip()
+                if not district_name:
+                    continue
+                
+                # Set district metadata (from first occurrence)
+                if not district_words[district_name]['name']:
+                    district_words[district_name]['name'] = district_name
+                    district_words[district_name]['lat'] = float(row.get('Latitude', 0))
+                    district_words[district_name]['lng'] = float(row.get('Longitude', 0))
+                    district_words[district_name]['region'] = row.get('Region', '')
+                    district_words[district_name]['history'] = row.get('History', '')
+                
+                # Add word entry
+                word_entry = {
+                    't': row.get('Telugu_Word', ''),
+                    'm': row.get('Meaning', ''),
+                    's': row.get('Source', '')
+                }
+                
+                if word_entry['t']:  # Only add if Telugu word exists
+                    district_words[district_name]['words'].append(word_entry)
+        
+        # Convert to list
+        districts = list(district_words.values())
+        
+        # Write JSON
+        JSON_OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
+        with open(json_file, 'w', encoding='utf-8') as f:
+            json.dump(districts, f, ensure_ascii=False, indent=2)
+        
+        print(f"✅ Converted {csv_file.name} → {json_file.name}")
+        print(f"   {len(districts)} districts, {sum(len(d['words']) for d in districts)} words")
+        return True
+        
+    except Exception as e:
+        print(f"❌ Error converting processed_dialects.csv: {e}")
+        return False
+
+
+def convert_digiwords_grouped():
+    """Convert digiwords_grouped.csv to JSON format"""
+    csv_file = SHEETS_OUTPUT_DIR / "digiwords_grouped.csv"
+    json_file = JSON_OUTPUT_DIR / "digiwords_grouped.json"
+    
+    if not csv_file.exists():
+        print(f"⚠️  CSV file not found: {csv_file}")
+        return False
+    
+    try:
+        data = {
+            "Telangana": defaultdict(list),
+            "Andhra Pradesh": defaultdict(list)
+        }
+        
+        with open(csv_file, 'r', encoding='utf-8') as f:
+            reader = csv.DictReader(f)
+            
+            for row in reader:
+                state = row.get('State', '').strip()
+                district = row.get('District', '').strip()
+                
+                if not state or not district:
+                    continue
+                
+                word_entry = {
+                    't': row.get('Telugu_Word', ''),
+                    'm': row.get('Meaning', ''),
+                    's': row.get('Source', 'Crowd')
+                }
+                
+                if word_entry['t'] and state in data:
+                    data[state][district].append(word_entry)
+        
+        # Convert defaultdict to regular dict
+        output = {
+            state: dict(districts) 
+            for state, districts in data.items()
+        }
+        
+        # Write JSON
+        JSON_OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
+        with open(json_file, 'w', encoding='utf-8') as f:
+            json.dump(output, f, ensure_ascii=False, indent=2)
+        
+        tg_count = sum(len(words) for words in output.get("Telangana", {}).values())
+        ap_count = sum(len(words) for words in output.get("Andhra Pradesh", {}).values())
+        
+        print(f"✅ Converted {csv_file.name} → {json_file.name}")
+        print(f"   Telangana: {len(output.get('Telangana', {}))} districts, {tg_count} words")
+        print(f"   Andhra Pradesh: {len(output.get('Andhra Pradesh', {}))} districts, {ap_count} words")
+        return True
+        
+    except Exception as e:
+        print(f"❌ Error converting digiwords_grouped.csv: {e}")
+        return False
+
+
+def main():
+    """Convert all CSV files to JSON"""
+    print("🔄 Starting CSV to JSON conversion...")
+    print(f"📂 Input:  {SHEETS_OUTPUT_DIR}")
+    print(f"📂 Output: {JSON_OUTPUT_DIR}\n")
+    
+    success_count = 0
+    
+    if convert_processed_dialects():
+        success_count += 1
+    
+    if convert_digiwords_grouped():
+        success_count += 1
+    
+    print(f"\n✨ Conversion complete: {success_count}/2 files successfully converted")
+
+
+if __name__ == "__main__":
+    main()

scripts/file_watcher.py

@@ -0,0 +1,129 @@
+#!/usr/bin/env python3
+"""
+File Watcher
+Monitors sheets_output/ directory and triggers CSV-to-JSON conversion on changes
+"""
+
+import time
+import json
+import subprocess
+from pathlib import Path
+from watchdog.observers import Observer
+from watchdog.events import FileSystemEventHandler
+
+# Paths
+BASE_DIR = Path(__file__).parent.parent
+CONFIG_FILE = BASE_DIR / "config.json"
+CONVERTER_SCRIPT = BASE_DIR / "scripts" / "csv_to_json.py"
+
+
+class CSVChangeHandler(FileSystemEventHandler):
+    """Handles CSV file changes"""
+    
+    def __init__(self, debounce_seconds=2):
+        self.debounce_seconds = debounce_seconds
+        self.last_modified = {}
+        
+    def on_modified(self, event):
+        """Called when a file is modified"""
+        if event.is_directory:
+            return
+        
+        # Only process CSV files
+        if not event.src_path.endswith('.csv'):
+            return
+        
+        # Debounce: ignore rapid consecutive changes
+        now = time.time()
+        if event.src_path in self.last_modified:
+            if now - self.last_modified[event.src_path] < self.debounce_seconds:
+                return
+        
+        self.last_modified[event.src_path] = now
+        
+        print(f"\n📝 Detected change: {Path(event.src_path).name}")
+        self.trigger_conversion()
+    
+    def on_created(self, event):
+        """Called when a file is created"""
+        if not event.is_directory and event.src_path.endswith('.csv'):
+            print(f"\n📄 New file: {Path(event.src_path).name}")
+            self.trigger_conversion()
+    
+    def trigger_conversion(self):
+        """Run the CSV-to-JSON converter"""
+        print("🔄 Running CSV-to-JSON conversion...")
+        
+        try:
+            result = subprocess.run(
+                ['python3', str(CONVERTER_SCRIPT)],
+                capture_output=True,
+                text=True,
+                cwd=str(BASE_DIR)
+            )
+            
+            if result.returncode == 0:
+                print(result.stdout)
+            else:
+                print(f"❌ Conversion failed:")
+                print(result.stderr)
+                
+        except Exception as e:
+            print(f"❌ Error running converter: {e}")
+
+
+def load_config():
+    """Load configuration"""
+    if not CONFIG_FILE.exists():
+        return {
+            'file_watcher': {
+                'enabled': True,
+                'watch_directory': 'sheets_output',
+                'debounce_seconds': 2
+            }
+        }
+    
+    with open(CONFIG_FILE, 'r') as f:
+        return json.load(f)
+
+
+def main():
+    """Start file watcher"""
+    config = load_config()
+    watcher_config = config.get('file_watcher', {})
+    
+    if not watcher_config.get('enabled', True):
+        print("⚠️  File watcher is disabled in config.json")
+        return
+    
+    watch_dir = BASE_DIR / watcher_config.get('watch_directory', 'sheets_output')
+    debounce = watcher_config.get('debounce_seconds', 2)
+    
+    if not watch_dir.exists():
+        print(f"❌ Watch directory not found: {watch_dir}")
+        print(f"Creating directory: {watch_dir}")
+        watch_dir.mkdir(parents=True, exist_ok=True)
+    
+    print("👀 File Watcher Started")
+    print(f"📂 Watching: {watch_dir}")
+    print(f"⏱️  Debounce: {debounce} seconds")
+    print("\nWaiting for CSV file changes... (Press Ctrl+C to stop)\n")
+    
+    event_handler = CSVChangeHandler(debounce_seconds=debounce)
+    observer = Observer()
+    observer.schedule(event_handler, str(watch_dir), recursive=False)
+    observer.start()
+    
+    try:
+        while True:
+            time.sleep(1)
+    except KeyboardInterrupt:
+        print("\n\n👋 Stopping file watcher...")
+        observer.stop()
+    
+    observer.join()
+    print("✅ File watcher stopped")
+
+
+if __name__ == "__main__":
+    main()

scripts/sheets_sync.py

@@ -0,0 +1,190 @@
+#!/usr/bin/env python3
+"""
+Google Sheets Sync
+Downloads data from Google Sheets and saves as CSV files
+"""
+
+import json
+import os
+import sys
+from pathlib import Path
+from google.auth.transport.requests import Request
+from google.oauth2.credentials import Credentials
+from google.oauth2 import service_account
+from google_auth_oauthlib.flow import InstalledAppFlow
+from googleapiclient.discovery import build
+from googleapiclient.errors import HttpError
+
+# If modifying these scopes, delete the file token.json.
+SCOPES = ['https://www.googleapis.com/auth/spreadsheets.readonly']
+
+# Paths
+BASE_DIR = Path(__file__).parent.parent
+CONFIG_FILE = BASE_DIR / "config.json"
+SHEETS_OUTPUT_DIR = BASE_DIR / "sheets_output"
+
+
+def load_config():
+    """Load configuration from config.json"""
+    if not CONFIG_FILE.exists():
+        print(f"❌ Config file not found: {CONFIG_FILE}")
+        sys.exit(1)
+    
+    with open(CONFIG_FILE, 'r') as f:
+        return json.load(f)
+
+
+def get_credentials(config):
+    """Get Google Sheets API credentials"""
+    creds = None
+    credentials_file = BASE_DIR / config['google_sheets']['credentials_file']
+    token_file = BASE_DIR / 'token.json'
+    
+    # Check if credentials file exists
+    if not credentials_file.exists():
+        print(f"❌ Credentials file not found: {credentials_file}")
+        print("\n📝 To set up Google Sheets API:")
+        print("1. Go to https://console.cloud.google.com/")
+        print("2. Create a new project or select existing")
+        print("3. Enable Google Sheets API")
+        print("4. Create credentials (OAuth 2.0 or Service Account)")
+        print(f"5. Download credentials.json to {BASE_DIR}")
+        sys.exit(1)
+    
+    # Try service account first (recommended for automation)
+    try:
+        creds = service_account.Credentials.from_service_account_file(
+            str(credentials_file), scopes=SCOPES)
+        print("✅ Using service account credentials")
+        return creds
+    except Exception:
+        pass
+    
+    # Fall back to OAuth flow
+    if token_file.exists():
+        creds = Credentials.from_authorized_user_file(str(token_file), SCOPES)
+    
+    # If there are no (valid) credentials available, let the user log in.
+    if not creds or not creds.valid:
+        if creds and creds.expired and creds.refresh_token:
+            creds.refresh(Request())
+        else:
+            flow = InstalledAppFlow.from_client_secrets_file(
+                str(credentials_file), SCOPES)
+            creds = flow.run_local_server(port=0)
+        
+        # Save the credentials for the next run
+        with open(token_file, 'w') as token:
+            token.write(creds.to_json())
+    
+    print("✅ Using OAuth credentials")
+    return creds
+
+
+def download_sheet_as_csv(service, spreadsheet_id, sheet_name, output_filename):
+    """Download a specific sheet as CSV"""
+    try:
+        # Get the sheet data
+        result = service.spreadsheets().values().get(
+            spreadsheetId=spreadsheet_id,
+            range=f"{sheet_name}!A:Z"  # Adjust range as needed
+        ).execute()
+        
+        values = result.get('values', [])
+        
+        if not values:
+            print(f"⚠️  No data found in sheet: {sheet_name}")
+            return False
+        
+        # Write to CSV
+        output_file = SHEETS_OUTPUT_DIR / output_filename
+        SHEETS_OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
+        
+        import csv
+        with open(output_file, 'w', newline='', encoding='utf-8') as f:
+            writer = csv.writer(f)
+            writer.writerows(values)
+        
+        print(f"✅ Downloaded {sheet_name} → {output_filename}")
+        print(f"   {len(values)} rows")
+        return True
+        
+    except HttpError as error:
+        print(f"❌ Error downloading {sheet_name}: {error}")
+        return False
+
+
+def sync_all_sheets():
+    """Sync all configured sheets from Google Sheets"""
+    config = load_config()
+    
+    if not config['google_sheets']['enabled']:
+        print("⚠️  Google Sheets sync is disabled in config.json")
+        return False
+    
+    # Check if using new multi-spreadsheet config
+    spreadsheets = config['google_sheets'].get('spreadsheets', [])
+    
+    if not spreadsheets:
+        # Fallback to old single spreadsheet config
+        spreadsheet_id = config['google_sheets'].get('spreadsheet_id', 'YOUR_SHEET_ID_HERE')
+        if spreadsheet_id == "YOUR_SHEET_ID_HERE":
+            print("❌ Please update config.json with your spreadsheet IDs")
+            print("\n📝 To find your spreadsheet ID:")
+            print("Open your Google Sheet and copy the ID from the URL:")
+            print("https://docs.google.com/spreadsheets/d/[SPREADSHEET_ID]/edit")
+            return False
+        
+        # Convert old format to new format for processing
+        spreadsheets = [{
+            'name': 'Main Spreadsheet',
+            'spreadsheet_id': spreadsheet_id,
+            'sheets': config['google_sheets'].get('sheets', {})
+        }]
+    
+    print("🔄 Starting Google Sheets sync...")
+    print(f"📊 Syncing from {len(spreadsheets)} spreadsheet(s)\n")
+    
+    try:
+        creds = get_credentials(config)
+        service = build('sheets', 'v4', credentials=creds)
+        
+        total_success = 0
+        total_sheets = 0
+        
+        # Process each spreadsheet
+        for spreadsheet in spreadsheets:
+            spreadsheet_id = spreadsheet.get('spreadsheet_id', '')
+            spreadsheet_name = spreadsheet.get('name', 'Unnamed')
+            sheets_config = spreadsheet.get('sheets', {})
+            
+            if not spreadsheet_id or spreadsheet_id.startswith('YOUR_'):
+                print(f"⚠️  Skipping '{spreadsheet_name}': ID not configured")
+                continue
+            
+            print(f"📋 {spreadsheet_name}")
+            print(f"   ID: {spreadsheet_id[:20]}...")
+            
+            # Download each sheet from this spreadsheet
+            for csv_name, sheet_name in sheets_config.items():
+                total_sheets += 1
+                if download_sheet_as_csv(service, spreadsheet_id, sheet_name, f"{csv_name}.csv"):
+                    total_success += 1
+            
+            print()  # Blank line between spreadsheets
+        
+        print(f"✨ Sync complete: {total_success}/{total_sheets} sheets downloaded")
+        return total_success > 0
+        
+    except Exception as e:
+        print(f"❌ Error during sync: {e}")
+        return False
+
+
+def main():
+    """Main entry point"""
+    sync_all_sheets()
+
+
+if __name__ == '__main__':
+    main()

sheets_output/digiwords_grouped.csv

@@ -0,0 +1,179 @@
+State,District,Telugu_Word,Meaning,Source
+Andhra Pradesh,Anantapur,దిండు,Pillows,Crowd
+Andhra Pradesh,Annamayya,ఆ తుప్పాస్,Nonsense/Useless,Crowd
+Andhra Pradesh,Chittoor,ముడ్దులు,అంగడి,Crowd
+Andhra Pradesh,Chittoor,సెమిరేసినావ,Prepared,Crowd
+Andhra Pradesh,Chittoor,వంకాయ పులగూర్,కూర,Crowd
+Andhra Pradesh,Chittoor,ఈరి మోది,పచ్చడి,Crowd
+Andhra Pradesh,Chittoor,అబ్బ,Grandfather,Crowd
+Andhra Pradesh,Chittoor,జెడి,Hair knot,Crowd
+Andhra Pradesh,East Godavari,దుకాణం,కొట్టు,Crowd
+Andhra Pradesh,East Godavari,పైరు,బంగాళదుంప,Crowd
+Andhra Pradesh,East Godavari,బువ్వ,Food,Crowd
+Andhra Pradesh,East Godavari,గుడి,దేవాలయం,Crowd
+Andhra Pradesh,East Godavari,సామానం,ఆలస్యం చేయడం,Crowd
+Andhra Pradesh,East Godavari,బేగ రా,తొందరగా రా,Crowd
+Andhra Pradesh,Eluru,శనగపప్పు,వేరుశనగ,Crowd
+Andhra Pradesh,Eluru,చాలా బాగుంది,Very good,Crowd
+Andhra Pradesh,Kadapa,కంత,రంధ్రం (Hole),Crowd
+Andhra Pradesh,Kadapa,బాగా ఎక్కువగా,Exceedingly,Crowd
+Andhra Pradesh,Kadapa,చాపు మాటలు,పెద్ద మాటలు,Crowd
+Andhra Pradesh,Kadapa,బొరుగులు,మరమరాలు,Crowd
+Andhra Pradesh,Kadapa,రామాడం,మెత్తగా చేయడం,Crowd
+Andhra Pradesh,Kadapa,ఎనుము,బర్రె,Crowd
+Andhra Pradesh,Kadapa,ముక్కొల్,3 వాడిముళ్ళు,Crowd
+Andhra Pradesh,Kurnool,బుడ్డల నూనె,పల్లి oil (Peanut oil),Crowd
+Andhra Pradesh,Nandyal,తంగాది,కొట్టుదు ఇచ్చింది మధ్యన,Crowd
+Andhra Pradesh,Nandyal,గుడి,దేవాలయము,Crowd
+Andhra Pradesh,Nandyal,హితాలు,బువ్వ తిన్నారా,Crowd
+Andhra Pradesh,Nandyal,తద్దినం,పితృ దేవతల కార్యం,Crowd
+Andhra Pradesh,Nandyal,తువాయి,ఆవు దూడ (Calf),Crowd
+Andhra Pradesh,Nandyal,పురుకోస,Jute thread twisted,Crowd
+Andhra Pradesh,Ongole,బయట వెళ్ళాడు,బయటకు వెళ్ళాడు,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,ఎర్రగడ్డ,Onion,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,తెల్ల గడ్డ,వెల్లుల్లి,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,ఉల్లగడ్డ,Potato,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,ఖిన్నారా,అద్దెకు రా,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,ముడక,నాగలి,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,కొక,చీర,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,రైన,జాకెట్,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,కడ్డీలు,అగరబత్తిలు,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,పెద్ద నాన్న,నాన్న అన్న,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,చిన్న నాన్న,నాన్న తమ్ముడు,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,పెద్దమ్మ,నాన్న అన్న భార్య,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,చిన్నమ్మ,నాన్న తమ్ముడు భార్య,Crowd
+Andhra Pradesh,P.R. నియోజకవర్గం,పొద్దు పొయ్యింది,సాయంత్రం సమయం,Crowd
+Andhra Pradesh,Rayalaseema,లోపల,Inside,Crowd
+Andhra Pradesh,Rayalaseema,బొగాలు,Keys,Crowd
+Andhra Pradesh,Srikakulam,డొంక,తలుపు (Door),Crowd
+Andhra Pradesh,Srikakulam,కుంక,Pillodu,Crowd
+Andhra Pradesh,Srikakulam,ఖాగి,వేగంగా,Crowd
+Andhra Pradesh,Srikakulam,బాతె,చావు,Crowd
+Andhra Pradesh,Srikakulam,అమ్మ,Mother,Crowd
+Andhra Pradesh,Srikakulam,తెల్లారితే,వేకువన,Crowd
+Andhra Pradesh,Tirupati,ఊరాల్,Nonsense,Crowd
+Andhra Pradesh,Vizianagaram,ఉకుజురు,Egg Burji,Crowd
+Andhra Pradesh,Vizianagaram,వర్ర,కారం,Crowd
+Andhra Pradesh,Vizianagaram,బేపి,కుక్క,Crowd
+Andhra Pradesh,Vizianagaram,పైనా,పైన,Crowd
+Andhra Pradesh,Vizianagaram,దొడ్డ,పెద్ద అమ్మ,Crowd
+Andhra Pradesh,Vizianagaram,జిజ బేగరా,తొందరగా రా,Crowd
+Andhra Pradesh,Vizianagaram,బంగాళదుంప,ఆలుగడ్డ,Crowd
+Andhra Pradesh,Vizianagaram,ఉల్లిపాయ,ఎర్రగ���్డ,Crowd
+Andhra Pradesh,Vizianagaram,అప్ప,అక్క,Crowd
+Andhra Pradesh,Vizianagaram,గుంత,రంధ్రం,Crowd
+Andhra Pradesh,Vizianagaram,గెడ/బర్రె,Buffalo,Crowd
+Andhra Pradesh,Vizianagaram,గడ్డి,చిన్న సెలయేరు,Crowd
+Andhra Pradesh,West Godavari,రాతు తడి,Irrigation term,Crowd
+Telangana,Adilabad,చోలోట్,మంచి (Good),Crowd
+Telangana,Adilabad,వంచెడ్ చిబడ్,అంటు ముట్టుకోడం,Crowd
+Telangana,Adilabad,వడోగు,దూడ (Calf),Crowd
+Telangana,Adilabad,ముచిలి పడన్,ఎర్ర తుమ్మెద,Crowd
+Telangana,Adilabad,సర్కార్,నాశనం,Crowd
+Telangana,Adilabad,వజీర్,ముసలి,Crowd
+Telangana,Adilabad,ఖైని,వదిన,Crowd
+Telangana,Adilabad,సూన్,కోడలు,Crowd
+Telangana,Adilabad,Poral batal,Temple term (Keslapur),Crowd
+Telangana,Gadwal,ఓల్లి,No,Crowd
+Telangana,Gadwal,కూడు తింటవా,తిన్నారా,Crowd
+Telangana,Gadwal,తువ్వ,ఎర్ర పొలం,Crowd
+Telangana,Gadwal,పురకోస,జూట్ దార,Crowd
+Telangana,Gadwal,జుముజలమ్మ,దేవత,Crowd
+Telangana,Gadwal,తలుగు ఎల్లమ్మ,దేవత,Crowd
+Telangana,Gadwal,తెల్వది,Don't know,Crowd
+Telangana,Gadwal,మడసంగ,నెమ్మదిగా/జాగ్రత్తగా,Crowd
+Telangana,Gadwal,రప్పున,జల్ది,Crowd
+Telangana,Gadwal,మడసంగ,Careful,Crowd
+Telangana,Hyderabad,కిటికీ,Window,Crowd
+Telangana,Hyderabad,అంగీ,Shirt,Crowd
+Telangana,Hyderabad,కుక్క,Dog,Crowd
+Telangana,Hyderabad,కుర్చీ,Chair,Crowd
+Telangana,Hyderabad,Amma buvva pettava,Mother feed me,Crowd
+Telangana,Hyderabad,Chaderghat,Location,Crowd
+Telangana,Hyderabad,తొవ్వ దారి,Way/Path,Crowd
+Telangana,Hyderabad,పాతాళగరిసె,Tool to remove bucket,Crowd
+Telangana,Hyderabad,అంబటాలు,Afternoon time,Crowd
+Telangana,Hyderabad,ఇన్సురాయి,Stone tool,Crowd
+Telangana,Hyderabad,బుక్కెట్,Tool for well,Crowd
+Telangana,Jangaon,ఏమైంది,What happened,Crowd
+Telangana,Karimnagar,బూరెలు,భక్ష్యాలు,Crowd
+Telangana,Karimnagar,అచ్చినం,వచ్చాము,Crowd
+Telangana,Karimnagar,పాయినం,వెళ్ళాము,Crowd
+Telangana,Karimnagar,సవాలు,Question/Challenge,Crowd
+Telangana,Karimnagar,గటక,Food item,Crowd
+Telangana,Karimnagar,వస్తున్నావ,వస్తున్నావు,Crowd
+Telangana,Karimnagar,ఊశము,బద్ధకం/అలసత్వం,Crowd
+Telangana,Karimnagar,వందంగా ఉంది,బాగా,Crowd
+Telangana,Karimnagar,రువిడ్లు,Shelf,Crowd
+Telangana,Karimnagar,కార్యపాలు,వస్తున్నం/పోతున్నాం,Crowd
+Telangana,Karimnagar,బావి,నూతి,Crowd
+Telangana,Karimnagar,గంప,గుల్ల,Crowd
+Telangana,Karimnagar,బంతి,Ball,Crowd
+Telangana,Mahabubnagar,వీధి,Street,Crowd
+Telangana,Mahabubnagar,జల్ది,తొందరగా,Crowd
+Telangana,Mahabubnagar,జింగిడి,బర్రెల గుంపు,Crowd
+Telangana,Mahabubnagar,బాగమ్,Exhibition,Crowd
+Telangana,Mahabubnagar,చలక,Field,Crowd
+Telangana,Mahabubnagar,ఈల పేట,కత్తి పేట,Crowd
+Telangana,Mahabubabad,బొచ్చెడు,చాలా (A lot),Crowd
+Telangana,Mahabubabad,ఏ మయింది అన్నా,What happened,Crowd
+Telangana,Medak,కీసా,జేబు,Crowd
+Telangana,Medak,పైను,ఆరు (Six),Crowd
+Telangana,Nagar Kurnool,అంబటాలు,Morning meal time,Crowd
+Telangana,Nagar Kurnool,మంకర,Winter cold,Crowd
+Telangana,Nagar Kurnool,లాడు,తల్లి కూతురు,Crowd
+Telangana,Nagar Kurnool,గెనిమ,పొలం గట్టు,Crowd
+Telangana,Nagar Kurnool,కోంత లోలు,Old name for Nagar Kurnool,Crowd
+Telangana,Nalgonda,Dupa aithundhi,దాహం వేస్తుంది,Crowd
+Telangana,Nalgonda,సేరు,1kg measuring device,Crowd
+Telangana,Nalgonda,Kurdedu Biyam,Amount of rice,Crowd
+Telangana,Nalgonda,Anglam dundu,అగ్గి పెట్టె,Crowd
+Telangana,Nalgonda,సది,Take the box,Crowd
+Telangana,Nalgonda,తట్ట,పళ్ళెం,Crowd
+Telangana,Nalgonda,కోవెల,గుడి,Crowd
+Telangana,Nalgonda,ఊసలు,Weaving technique,Crowd
+Telangana,Nalgonda,బువ్వ,Cooked rice,Crowd
+Telangana,Nalgonda,తవాచీ,Shelf with doors,Crowd
+Telangana,Nalgonda,తపుకు,Plate on vessel,Crowd
+Telangana,Nalgonda,లడ్లు,అరిసెలు,Crowd
+Telangana,Nalgonda,దారి,బాట,Crowd
+Telangana,Narayanpet,బుబ్బి,అమ్మ,Crowd
+Telangana,Narayanpet,పడం,మట్టి,Crowd
+Telangana,Narayanpet,చెముక్కలు,మోకాళ్ళు,Crowd
+Telangana,Narayanpet,మొర,మంచం,Crowd
+Telangana,Narayanpet,అబుత,జుట్టు,Crowd
+Telangana,Narayanpet,జేజి,Fat,Crowd
+Telangana,Narayanpet,అంబలి,జావ,Crowd
+Telangana,Nizamabad,పంపేవుడు,పంపించడం,Crowd
+Telangana,Nizamabad,Pillodu,Bindu,Crowd
+Telangana,Nizamabad,వచ్చిండు,అచ్చిండు,Crowd
+Telangana,Peddapally,గుమ్ము,Storage,Crowd
+Telangana,Peddapally,గట్టు,దారి,Crowd
+Telangana,Rangareddy,వీరునో,తెలుగు,Crowd
+Telangana,Rangareddy,తొక్కుడు,మంచం,Crowd
+Telangana,Rangareddy,మూర,ముంగిలి,Crowd
+Telangana,Rangareddy,కారం,పచ్చడి,Crowd
+Telangana,Rangareddy,ఈ గడ,కడ,Crowd
+Telangana,Siddipet,అంగీ,Shirt,Crowd
+Telangana,Siddipet,పొయ్యిర్రు,వెళ్ళారు,Crowd
+Telangana,Siddipet,మెగులుతుంది,వర్షం వచ్చి ఆగిన,Crowd
+Telangana,Siddipet,అలుకురు,Pre cultivation,Crowd
+Telangana,Siddipet,పయిలం,జాగ్రత్త,Crowd
+Telangana,Siddipet,తప్పెలు,Rice plate,Crowd
+Telangana,Siddipet,పందిట్లు,పందిరి,Crowd
+Telangana,Siddipet,రాకొచ్చింది,రాదు,Crowd
+Telangana,Siddipet,పోకొచ్చింది,పోదు,Crowd
+Telangana,Siddipet,కుకో,కూర్చో,Crowd
+Telangana,Siddipet,ఏడారు,Afternoon time,Crowd
+Telangana,Wanaparthy,చెప్పలకాయలు,గొంకరకాయలు,Crowd
+Telangana,Wanaparthy,మలంచా,చెంబు,Crowd
+Telangana,Wanaparthy,సొరకాయ,ఆనకాయ,Crowd
+Telangana,Wanaparthy,పాశాల,Clothes,Crowd
+Telangana,Wanaparthy,మట్టుగుండు,Keep calm,Crowd
+Telangana,Wanaparthy,అంబరుంది,Excellent,Crowd
+Telangana,Warangal,చేను,Crop/చలక,Crowd
+Telangana,Warangal,పొయ్యం రారా,ఇన్నానిల్లు,Crowd
+Telangana,Warangal,అసుంట,అటు వైపు,Crowd
+Telangana,Warangal,ఇసుంట,ఇటు వైపు,Crowd
+Telangana,Warangal,చద్దెర,Bed sheet,Crowd
+Andhra Pradesh,Guntur,నగబు ,An ancient word for snake,Crowd