Update README.md

README.md

@@ -13,56 +13,60 @@ size_categories:
   - 1K<n<10K
 task_categories:
   - text-generation
-pretty_name: ZygAI Holiday in Lithuanian Village 2004
+pretty_name: ZygAI – Holiday in Lithuanian Village 2004
 ---
 
-
 # 🏡 ZygAI – Holiday in Lithuanian Village 2004  
-**A structured dataset of rural tourism listings in Lithuania (2004 edition)**  
-Dataset by **ZygAI Research**
+**A complete digitized archive of Lithuanian rural tourism listings (2004 edition)**  
+Created by **ZygAI Research**
 
 ---
 
 ## 📌 Overview
 
-This dataset contains a carefully digitized and structured collection of rural tourism listings from Lithuania, originally published in *“Atostogos Lietuvos kaime 2004”*.
+This dataset is the **first fully structured digital reconstruction** of the tourism guide  
+**“Atostogos Lietuvos kaime 2004”** — a nationwide catalog of Lithuanian farmsteads, homesteads, and rural tourism accommodations from the year 2004.
 
-It includes **real farmsteads, homesteads, regional tourism objects, amenities, pricing information, and bilingual descriptions (Lithuanian + English)**.  
-All data has been standardized into a consistent machine-learning-friendly schema.
+Every entry has been **manually transcribed, cleaned, standardized, bilingualized (LT+EN), and converted into machine-learning-friendly JSON format**.
 
-✅ Ideal for:
+✅ Suitable for  
 - Multilingual NLP  
+- LLM training & fine-tuning  
 - Tourism information extraction  
-- Text classification  
-- Retrieval-augmented generation  
-- Regional analysis / structured data modeling  
-- Historical tourism dataset research  
+- Structured text modeling  
+- RAG systems  
+- Historical Lithuanian dataset preservation  
+- Academic research in regional or cultural heritage
 
 ---
 
-## 🗂 Dataset Structure
+## 🗂 Dataset Schema
+
+All 284 entries follow the same unified format:
 
-Each entry follows a unified schema:
+| Field         | Type          | Description |
+|--------------|---------------|-------------|
+| `year`       | int           | Always **2004** — source edition year |
+| `region`     | string        | Lithuanian district/municipality |
+| `region_en`  | string        | English version |
+| `title`      | string        | Owner or homestead name (Lithuanian) |
+| `title_en`   | string        | English version |
+| `text_lt`    | string        | Original Lithuanian description |
+| `text_en`    | string        | English description |
+| `price_lt`   | string        | Lithuanian pricing text |
+| `price_en`   | string        | English pricing text |
+| `icons`      | list[string]  | Amenities, services, features converted into tags |
+| `source`     | string        | Fixed: **"Atostogos Lietuvos kaime 2004"** |
 
-| Field         | Type        | Description |
-|---------------|-------------|-------------|
-| `year`        | int         | Always 2004 (edition year) |
-| `region`      | string      | Municipality or district name (Lithuanian) |
-| `region_en`   | string      | Municipality or district name (English) |
-| `title`       | string      | Farmstead owner or homestead name (Lithuanian) |
-| `title_en`    | string      | English version of the title |
-| `text_lt`     | string      | Full Lithuanian description |
-| `text_en`     | string      | Full English description |
-| `price_lt`    | string      | Original Lithuanian pricing text |
-| `price_en`    | string      | Translated English pricing text |
-| `icons`       | list[string] | Features or amenities encoded as symbolic tags |
-| `source`      | string      | Always: “Atostogos Lietuvos kaime 2004” |
+✅ **No deprecated fields**  
+✅ **No numerical icons**  
+✅ **Fully schema-consistent across all files**
 
 ---
 
-## 📍 Regions Included
+## 🌍 Regions Included
 
-The dataset contains listings from **16 Lithuanian municipalities**, including:
+The full dataset includes listings from **42 districts and municipalities**, such as:
 
 - Akmenė District  
 - Alytus District  
@@ -75,38 +79,44 @@ The dataset contains listings from **16 Lithuanian municipalities**, including:
 - Kaišiadorys Municipality  
 - Kaunas Municipality  
 - Kėdainiai Municipality  
-- Kelmė Municipality  
-- Klaipėda Municipality  
-- Kretinga Municipality  
-- Kupiškis Municipality  
+- Kelmė District  
+- Klaipėda District  
+- Kretinga District  
+- Kupiškis District  
 - Lazdijai Municipality  
-…and more coming soon.
+- Molėtai District  
+- Panevėžys District  
+- Plungė District  
+- Radviliškis District  
+- Rokiškis District  
+- Šiauliai District  
+- Šilalė District  
+- Šilutė District  
+- Širvintos District  
+- Švenčionys District  
+- Telšiai District  
+- Trakai District & Trakai City  
+- Ukmergė District  
+- Utena District  
+- Varėna District  
+- Vilkaviškis District  
+- Vilnius District & Vilnius City  
+- Zarasai District  
+- Šventoji City  
+- **Specialized farmsteads (equestrian / themed)**
 
 ---
 
 ## 📊 Dataset Statistics
 
-- **130 entries**
-- **16 unique regions**
-- **All entries available in Lithuanian & English**
-- **Consistent JSON schema**
-- **Optimized for Data Studio & DuckDB queries**
+| Metric | Value |
+|--------|--------|
+| **Total entries** | **284** |
+| **Regions covered** | 42 |
+| **Languages** | LT + EN |
+| **Schema consistency** | 100% |
+| **Parquet auto-conversion** | ✅ Successful |
+| **Source year** | 2004 |
 
 ---
 
-## ✅ Example Entry
-
-```json
-{
-  "year": 2004,
-  "region": "Alytaus rajonas",
-  "region_en": "Alytus District",
-  "title": "Adele Kvedarevičienė",
-  "title_en": "Adele Kvedarevičienė",
-  "text_lt": "Sodyba prie upelio, įtekančio į Nemuną...",
-  "text_en": "A farmstead is situated near the stream flowing into the Nemunas...",
-  "price_lt": "Numerio kaina 40–50 Lt",
-  "price_en": "Room price 40–50 Lt",
-  "icons": ["room", "double", "sun", "XII", "WC"],
-  "source": "Atostogos Lietuvos kaime 2004"
-}