readme updated

README.md

@@ -1,3 +1,248 @@
 ---
+language:
+- bn
 license: mit
+size_categories:
+- 1K<n<10K
+task_categories:
+- question-answering
+- multiple-choice
+tags:
+- bangla
+- bengali
+- mcq
+- quiz
+- education
+- history
+- geography
+- economics
+- social-studies
+- politics
+- law
+pretty_name: SomajGyaan - Bangla MCQ Dataset
 ---
+
+# SomajGyaan (সমাজজ্ঞান) - Bangla MCQ Dataset
+
+[![Dataset](https://img.shields.io/badge/%F0%9F%A4%97%20Dataset-farihanjum/SOMAJGYAAN-ffc107?color=ffc107&logoColor=white)](https://huggingface.co/datasets/farihashifa/SOMAJGYAAN) 
+## 📊 Dataset Description
+
+**SomajGyaan (সমাজজ্ঞান)** is a comprehensive Bangla multiple-choice question dataset featuring **4,234 questions** across 7 academic categories with **~12,000 unique answer options**.
+
+### Dataset Summary
+
+- **Total Questions:** 4,234
+- **Unique Answer Options:** ~12,000
+- **Answer Diversity:** 70.8%
+- **Language:** Bangla (Bengali)
+- **Categories:** 7 (History, Economics, Geography, Politics, Social Studies, Law, Miscellaneous)
+- **Task:** Multiple Choice Question Answering
+- **Format:** CSV
+
+---
+
+## 📁 Dataset Structure
+
+### Data Fields
+
+| Field | Type | Description |
+|-------|------|-------------|
+| `Question` | string | The question text in Bangla |
+| `Category` | string | Subject category (History, Economics, Geography, etc.) |
+| `A` | string | Multiple choice option A |
+| `B` | string | Multiple choice option B |
+| `C` | string | Multiple choice option C |
+| `D` | string | Multiple choice option D |
+| `Answer` | string | Correct answer (A/B/C/D) |
+
+---
+
+## 📋 Dataset Examples
+
+### 1. History 🏛️ (30.8%)
+```json
+{
+  "Question": "১৯৫২ সালে পূর্ববাংলার মুখ্যমন্ত্রী কে ছিলেন?",
+  "Category": "History",
+  "A": "খাজা নাজিমুদ্দিন",
+  "B": "নুরুল আমিন",
+  "C": "আতাউর রহমান খান",
+  "D": "আবু হোসেন সরকার",
+  "Answer": "B"
+}
+```
+
+**Translation:** Who was the Chief Minister of East Bengal in 1952?  
+**Correct Answer:** B - নুরুল আমিন (Nurul Amin)
+
+---
+
+### 2. Economics 💰 (22.2%)
+```json
+{
+  "Question": "বাংলাদেশের প্রথম অর্থ বছর ছিল--",
+  "Category": "Economics",
+  "A": "জানুয়ারি-মার্চ ১৯৭৩",
+  "B": "মার্চ-এপ্রিল ১৯৭৩",
+  "C": "মে-জুন ১৯৭৩",
+  "D": "জুন-জুলাই ১৯৭৩",
+  "Answer": "B"
+}
+```
+
+**Translation:** Bangladesh's first fiscal year was --  
+**Correct Answer:** B - মার্চ-এপ্রিল ১৯৭৩ (March-April 1973)
+
+---
+
+### 3. Geography 🌍 (15.7%)
+```json
+{
+  "Question": "মুহম্মদ বিন তুঘলক রাজধানী স্থানান্তর করেন ---",
+  "Category": "Geography",
+  "A": "করাটাতে",
+  "B": "দেবগিরিতে",
+  "C": "নগর কোটে",
+  "D": "ঘোড়াশালে",
+  "Answer": "B"
+}
+```
+
+**Translation:** Muhammad bin Tughlaq transferred the capital to ---  
+**Correct Answer:** B - দেবগিরিতে (Devagiri)
+
+---
+
+### 4. Politics ⚖️ (13.8%)
+```json
+{
+  "Question": "কোন দেশে বাংলাদেশের দূতাবাস নেই?",
+  "Category": "Politics",
+  "A": "Bhutan",
+  "B": "Maldives",
+  "C": "Sri Lanka",
+  "D": "Myanmar",
+  "Answer": "B"
+}
+```
+
+**Translation:** In which country does Bangladesh not have an embassy?  
+**Correct Answer:** B - Maldives
+
+---
+
+### 5. Social Studies 👥 (7.9%)
+```json
+{
+  "Question": "টোডরমেলের নাম কোন সংস্কারের সঙ্গে জড়িত?",
+  "Category": "Social Studies",
+  "A": "ধর্মীয়",
+  "B": "সামরিক",
+  "C": "রাজস্ব",
+  "D": "সামাজিক",
+  "Answer": "C"
+}
+```
+
+**Translation:** Todar Mal's name is associated with which reform?  
+**Correct Answer:** C - রাজস্ব (Revenue/Taxation)
+
+---
+
+### 6. Miscellaneous 📚 (5.2%)
+```json
+{
+  "Question": "শিক্ষক পাঠদানের জন্য ব্যবহার করেন-",
+  "Category": "MISC",
+  "A": "দেওয়াল মানচিত্র",
+  "B": "ভূসংস্থান",
+  "C": "[Option C]",
+  "D": "[Option D]",
+  "Answer": "A"
+}
+```
+
+**Translation:** Teachers use for teaching -  
+**Correct Answer:** A - দেওয়াল মানচিত্র (Wall map)
+
+---
+
+### 7. Law 📜 (4.4%)
+```json
+{
+  "Question": "স্থানীয় সরকার গণতান্ত্রিক শাসনব্যবস্থায় অপরিহার্য। এর কা���ণ কী?",
+  "Category": "Law",
+  "A": "জনগণের প্রত্যক্ষ অংশগ্রহণ",
+  "B": "জনগণের চাহিদাপূরণ",
+  "C": "জনগণের উন্নতি",
+  "D": "জাতীয় সংসদ গঠন",
+  "Answer": "A"
+}
+```
+
+**Translation:** Local government is essential in democratic governance. What is the reason?  
+**Correct Answer:** A - জনগণের প্রত্যক্ষ অংশগ্রহণ (Direct participation of the people)
+
+---
+
+## 📊 Dataset Statistics
+
+### Overall Metrics
+
+| Metric | Value |
+|--------|-------|
+| **Total Questions** | 4,234 |
+| **Unique Answer Options** | ~12,000 |
+| **Answer Diversity** | 70.8% |
+| **Categories** | 7 |
+| **Format** | CSV |
+| **Language** | Bangla (bn) |
+
+### Category Distribution
+
+
+
+| Category | Questions | % of Total |
+|----------|-----------|------------|
+| **History** | 1,304 | 30.8% |
+| **Economics** | 940 | 22.2% |
+| **Geography** | 665 | 15.7% |
+| **Politics** | 584 | 13.8% |
+| **Social Studies** | 334 | 7.9% |
+| **Miscellaneous** | 220 | 5.2% |
+| **Law** | 187 | 4.4% |
+
+<!-- 
+---
+
+## 📄 License
+
+This dataset is released under the **MIT License**. -->
+
+---
+
+## 📚 Citation
+
+Will be updated
+
+---
+
+## 📧 Contact
+
+
+- **Email:** [email protected]
+
+
+
+
+---
+
+<div align="center">
+
+**⭐ If you find this dataset useful, please consider giving it a star! ⭐**
+
+Made with ❤️ for the Bangla NLP community
+
+**সমাজজ্ঞান (SomajGyaan) - Social Knowledge in Bangla**
+
+</div>