analysis_plan.md metadata.json README.md

question-papers/metadata.json

{
  "_metadata": {
    "project": "Question Answering Dataset - Question Papers",
    "author": "Molla Samser",
    "website": "https://rskworld.in",
    "contact": "help@rskworld.in",
    "phone": "+91 93305 39277"
  },
  "generated_files": [
    {
      "class": "Class 1",
      "year": 2020,
      "question_paper": "question-papers\\Class-1\\2020\\Class-1-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-1\\2020\\Class-1-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 1",
      "year": 2021,
      "question_paper": "question-papers\\Class-1\\2021\\Class-1-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-1\\2021\\Class-1-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 1",
      "year": 2022,
      "question_paper": "question-papers\\Class-1\\2022\\Class-1-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-1\\2022\\Class-1-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 1",
      "year": 2023,
      "question_paper": "question-papers\\Class-1\\2023\\Class-1-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-1\\2023\\Class-1-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 1",
      "year": 2024,
      "question_paper": "question-papers\\Class-1\\2024\\Class-1-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-1\\2024\\Class-1-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 1",
      "year": 2025,
      "question_paper": "question-papers\\Class-1\\2025\\Class-1-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-1\\2025\\Class-1-Answer-Key-2025.pdf"
    },
    {
      "class": "Class 2",
      "year": 2020,
      "question_paper": "question-papers\\Class-2\\2020\\Class-2-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-2\\2020\\Class-2-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 2",
      "year": 2021,
      "question_paper": "question-papers\\Class-2\\2021\\Class-2-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-2\\2021\\Class-2-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 2",
      "year": 2022,
      "question_paper": "question-papers\\Class-2\\2022\\Class-2-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-2\\2022\\Class-2-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 2",
      "year": 2023,
      "question_paper": "question-papers\\Class-2\\2023\\Class-2-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-2\\2023\\Class-2-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 2",
      "year": 2024,
      "question_paper": "question-papers\\Class-2\\2024\\Class-2-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-2\\2024\\Class-2-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 2",
      "year": 2025,
      "question_paper": "question-papers\\Class-2\\2025\\Class-2-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-2\\2025\\Class-2-Answer-Key-2025.pdf"
    },
    {
      "class": "Class 3",
      "year": 2020,
      "question_paper": "question-papers\\Class-3\\2020\\Class-3-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-3\\2020\\Class-3-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 3",
      "year": 2021,
      "question_paper": "question-papers\\Class-3\\2021\\Class-3-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-3\\2021\\Class-3-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 3",
      "year": 2022,
      "question_paper": "question-papers\\Class-3\\2022\\Class-3-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-3\\2022\\Class-3-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 3",
      "year": 2023,
      "question_paper": "question-papers\\Class-3\\2023\\Class-3-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-3\\2023\\Class-3-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 3",
      "year": 2024,
      "question_paper": "question-papers\\Class-3\\2024\\Class-3-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-3\\2024\\Class-3-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 3",
      "year": 2025,
      "question_paper": "question-papers\\Class-3\\2025\\Class-3-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-3\\2025\\Class-3-Answer-Key-2025.pdf"
    },
    {
      "class": "Class 4",
      "year": 2020,
      "question_paper": "question-papers\\Class-4\\2020\\Class-4-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-4\\2020\\Class-4-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 4",
      "year": 2021,
      "question_paper": "question-papers\\Class-4\\2021\\Class-4-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-4\\2021\\Class-4-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 4",
      "year": 2022,
      "question_paper": "question-papers\\Class-4\\2022\\Class-4-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-4\\2022\\Class-4-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 4",
      "year": 2023,
      "question_paper": "question-papers\\Class-4\\2023\\Class-4-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-4\\2023\\Class-4-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 4",
      "year": 2024,
      "question_paper": "question-papers\\Class-4\\2024\\Class-4-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-4\\2024\\Class-4-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 4",
      "year": 2025,
      "question_paper": "question-papers\\Class-4\\2025\\Class-4-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-4\\2025\\Class-4-Answer-Key-2025.pdf"
    },
    {
      "class": "Class 5",
      "year": 2020,
      "question_paper": "question-papers\\Class-5\\2020\\Class-5-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-5\\2020\\Class-5-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 5",
      "year": 2021,
      "question_paper": "question-papers\\Class-5\\2021\\Class-5-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-5\\2021\\Class-5-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 5",
      "year": 2022,
      "question_paper": "question-papers\\Class-5\\2022\\Class-5-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-5\\2022\\Class-5-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 5",
      "year": 2023,
      "question_paper": "question-papers\\Class-5\\2023\\Class-5-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-5\\2023\\Class-5-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 5",
      "year": 2024,
      "question_paper": "question-papers\\Class-5\\2024\\Class-5-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-5\\2024\\Class-5-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 5",
      "year": 2025,
      "question_paper": "question-papers\\Class-5\\2025\\Class-5-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-5\\2025\\Class-5-Answer-Key-2025.pdf"
    },
    {
      "class": "Class 6",
      "year": 2020,
      "question_paper": "question-papers\\Class-6\\2020\\Class-6-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-6\\2020\\Class-6-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 6",
      "year": 2021,
      "question_paper": "question-papers\\Class-6\\2021\\Class-6-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-6\\2021\\Class-6-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 6",
      "year": 2022,
      "question_paper": "question-papers\\Class-6\\2022\\Class-6-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-6\\2022\\Class-6-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 6",
      "year": 2023,
      "question_paper": "question-papers\\Class-6\\2023\\Class-6-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-6\\2023\\Class-6-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 6",
      "year": 2024,
      "question_paper": "question-papers\\Class-6\\2024\\Class-6-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-6\\2024\\Class-6-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 6",
      "year": 2025,
      "question_paper": "question-papers\\Class-6\\2025\\Class-6-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-6\\2025\\Class-6-Answer-Key-2025.pdf"
    },
    {
      "class": "Class 7",
      "year": 2020,
      "question_paper": "question-papers\\Class-7\\2020\\Class-7-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-7\\2020\\Class-7-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 7",
      "year": 2021,
      "question_paper": "question-papers\\Class-7\\2021\\Class-7-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-7\\2021\\Class-7-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 7",
      "year": 2022,
      "question_paper": "question-papers\\Class-7\\2022\\Class-7-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-7\\2022\\Class-7-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 7",
      "year": 2023,
      "question_paper": "question-papers\\Class-7\\2023\\Class-7-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-7\\2023\\Class-7-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 7",
      "year": 2024,
      "question_paper": "question-papers\\Class-7\\2024\\Class-7-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-7\\2024\\Class-7-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 7",
      "year": 2025,
      "question_paper": "question-papers\\Class-7\\2025\\Class-7-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-7\\2025\\Class-7-Answer-Key-2025.pdf"
    },
    {
      "class": "Class 8",
      "year": 2020,
      "question_paper": "question-papers\\Class-8\\2020\\Class-8-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-8\\2020\\Class-8-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 8",
      "year": 2021,
      "question_paper": "question-papers\\Class-8\\2021\\Class-8-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-8\\2021\\Class-8-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 8",
      "year": 2022,
      "question_paper": "question-papers\\Class-8\\2022\\Class-8-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-8\\2022\\Class-8-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 8",
      "year": 2023,
      "question_paper": "question-papers\\Class-8\\2023\\Class-8-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-8\\2023\\Class-8-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 8",
      "year": 2024,
      "question_paper": "question-papers\\Class-8\\2024\\Class-8-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-8\\2024\\Class-8-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 8",
      "year": 2025,
      "question_paper": "question-papers\\Class-8\\2025\\Class-8-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-8\\2025\\Class-8-Answer-Key-2025.pdf"
    },
    {
      "class": "Class 9",
      "year": 2020,
      "question_paper": "question-papers\\Class-9\\2020\\Class-9-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-9\\2020\\Class-9-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 9",
      "year": 2021,
      "question_paper": "question-papers\\Class-9\\2021\\Class-9-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-9\\2021\\Class-9-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 9",
      "year": 2022,
      "question_paper": "question-papers\\Class-9\\2022\\Class-9-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-9\\2022\\Class-9-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 9",
      "year": 2023,
      "question_paper": "question-papers\\Class-9\\2023\\Class-9-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-9\\2023\\Class-9-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 9",
      "year": 2024,
      "question_paper": "question-papers\\Class-9\\2024\\Class-9-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-9\\2024\\Class-9-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 9",
      "year": 2025,
      "question_paper": "question-papers\\Class-9\\2025\\Class-9-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-9\\2025\\Class-9-Answer-Key-2025.pdf"
    },
    {
      "class": "Class 10",
      "year": 2020,
      "question_paper": "question-papers\\Class-10\\2020\\Class-10-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-10\\2020\\Class-10-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 10",
      "year": 2021,
      "question_paper": "question-papers\\Class-10\\2021\\Class-10-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-10\\2021\\Class-10-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 10",
      "year": 2022,
      "question_paper": "question-papers\\Class-10\\2022\\Class-10-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-10\\2022\\Class-10-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 10",
      "year": 2023,
      "question_paper": "question-papers\\Class-10\\2023\\Class-10-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-10\\2023\\Class-10-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 10",
      "year": 2024,
      "question_paper": "question-papers\\Class-10\\2024\\Class-10-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-10\\2024\\Class-10-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 10",
      "year": 2025,
      "question_paper": "question-papers\\Class-10\\2025\\Class-10-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-10\\2025\\Class-10-Answer-Key-2025.pdf"
    },
    {
      "class": "Class 11",
      "year": 2020,
      "question_paper": "question-papers\\Class-11\\2020\\Class-11-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-11\\2020\\Class-11-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 11",
      "year": 2021,
      "question_paper": "question-papers\\Class-11\\2021\\Class-11-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-11\\2021\\Class-11-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 11",
      "year": 2022,
      "question_paper": "question-papers\\Class-11\\2022\\Class-11-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-11\\2022\\Class-11-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 11",
      "year": 2023,
      "question_paper": "question-papers\\Class-11\\2023\\Class-11-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-11\\2023\\Class-11-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 11",
      "year": 2024,
      "question_paper": "question-papers\\Class-11\\2024\\Class-11-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-11\\2024\\Class-11-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 11",
      "year": 2025,
      "question_paper": "question-papers\\Class-11\\2025\\Class-11-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-11\\2025\\Class-11-Answer-Key-2025.pdf"
    },
    {
      "class": "Class 12",
      "year": 2020,
      "question_paper": "question-papers\\Class-12\\2020\\Class-12-Question-Paper-2020.pdf",
      "answer_key": "question-papers\\Class-12\\2020\\Class-12-Answer-Key-2020.pdf"
    },
    {
      "class": "Class 12",
      "year": 2021,
      "question_paper": "question-papers\\Class-12\\2021\\Class-12-Question-Paper-2021.pdf",
      "answer_key": "question-papers\\Class-12\\2021\\Class-12-Answer-Key-2021.pdf"
    },
    {
      "class": "Class 12",
      "year": 2022,
      "question_paper": "question-papers\\Class-12\\2022\\Class-12-Question-Paper-2022.pdf",
      "answer_key": "question-papers\\Class-12\\2022\\Class-12-Answer-Key-2022.pdf"
    },
    {
      "class": "Class 12",
      "year": 2023,
      "question_paper": "question-papers\\Class-12\\2023\\Class-12-Question-Paper-2023.pdf",
      "answer_key": "question-papers\\Class-12\\2023\\Class-12-Answer-Key-2023.pdf"
    },
    {
      "class": "Class 12",
      "year": 2024,
      "question_paper": "question-papers\\Class-12\\2024\\Class-12-Question-Paper-2024.pdf",
      "answer_key": "question-papers\\Class-12\\2024\\Class-12-Answer-Key-2024.pdf"
    },
    {
      "class": "Class 12",
      "year": 2025,
      "question_paper": "question-papers\\Class-12\\2025\\Class-12-Question-Paper-2025.pdf",
      "answer_key": "question-papers\\Class-12\\2025\\Class-12-Answer-Key-2025.pdf"
    }
  ],
  "total_papers": 72
}

444 lines•17.1 KB

json

README.md

Raw Download

README.md

# Question Answering Dataset

This dataset contains context passages with corresponding questions and answers for question answering tasks. Perfect for training QA models, reading comprehension systems, and transformer-based language models.

## Features

- **Context passages**: Rich contextual information for comprehension
- **Questions and answers**: Paired Q&A sets for training
- **Multiple domains**: Diverse topics and subject areas
- **SQuAD format**: Standard format compatible with popular QA frameworks
- **Ready for transformer models**: Optimized for BERT, GPT, and other transformer architectures

## Technologies

- JSON
- CSV
- Transformers
- BERT
- GPT

## Difficulty

**Advanced**

## Dataset Structure

The dataset is available in multiple formats:

### SQuAD Format (JSON)
- `squad_format.json`: Standard SQuAD 2.0 format
- Compatible with Hugging Face Transformers library

### CSV Format
- `dataset.csv`: Simple CSV format for easy data manipulation
- Columns: context, question, answer, domain

### Individual Files
- `contexts.json`: All context passages
- `questions.json`: All questions with context references
- `answers.json`: All answers with question references

## Installation

```bash
# Clone or download the dataset
git clone <repository-url>
cd question-answering
```

## Usage

### Using with Hugging Face Transformers

```python
from transformers import AutoTokenizer, AutoModelForQuestionAnswering
import json

# Load the dataset
with open('squad_format.json', 'r') as f:
dataset = json.load(f)

# Load a pre-trained model
tokenizer = AutoTokenizer.from_pretrained("bert-base-uncased")
model = AutoModelForQuestionAnswering.from_pretrained("bert-base-uncased")
```

### Using with CSV

```python
import pandas as pd

# Load CSV dataset
df = pd.read_csv('dataset.csv')
print(df.head())
```

## Dataset Statistics

- **Total Context Passages**: 1000+
- **Total Questions**: 5000+
- **Total Answers**: 5000+
- **Domains**: Science, History, Literature, Technology, General Knowledge

## File Structure

```
question-answering/
├── README.md
├── index.html
├── styles.css
├── script.js
├── squad_format.json
├── dataset.csv
├── contexts.json
├── questions.json
├── answers.json
├── generate_question_papers.py
├── question-papers/
│ ├── index.html
│ ├── metadata.json
│ ├── Class-1/
│ │ ├── 2020/
│ │ │ ├── Class-1-Question-Paper-2020.pdf
│ │ │ └── Class-1-Answer-Key-2020.pdf
│ │ ├── 2021/
│ │ ├── ... (all years)
│ ├── Class-2/
│ ├── ... (Class 1-12)
├── examples/
│ ├── bert_example.py
│ ├── gpt_example.py
│ └── transformers_example.py
└── LICENSE
```

## Question Papers

This project includes question papers and answer keys for all classes (Class 1 to Class 12) from previous years (2020-2025).

### Features:
- **12 Classes**: Class 1 through Class 12
- **6 Years**: 2020, 2021, 2022, 2023, 2024, 2025
- **PDF Format**: Professional question papers and answer keys
- **Publicly Available**: Free to download and use
- **Total Files**: 144 PDFs (72 question papers + 72 answer keys)

### Access Question Papers:
- **Browse Online**: Open `question-papers/index.html` in your browser
- **Direct Download**: Navigate to `question-papers/[Class]/[Year]/` directory
- **Generate More**: Run `python generate_question_papers.py` to create additional papers

### Subjects Covered:
- **Primary Classes (1-5)**: English, Mathematics, Science, General Knowledge, Social Studies
- **Middle Classes (6-8)**: English, Mathematics, Science, Social Studies
- **Secondary Classes (9-10)**: English, Mathematics, Science, Social Studies
- **Senior Classes (11-12)**: English, Mathematics, Physics, Chemistry, Biology

## Examples

See the `examples/` directory for complete working examples:
- BERT-based QA model training
- GPT-based QA inference
- Transformers library integration

## Citation

If you use this dataset in your research, please cite:

```
@dataset{question_answering_2025,
title={Question Answering Dataset},
author={Molla Samser},
year={2025},
url={https://rskworld.in},
publisher={RSK World}
}
```

## License

See LICENSE file for details.

## Contact

For questions, suggestions, or contributions:

- **Author**: Molla Samser
- **Website**: [https://rskworld.in](https://rskworld.in)
- **Email**: help@rskworld.in
- **Phone**: +91 93305 39277

## Acknowledgments

This dataset is maintained by RSK World. For more datasets and projects, visit [rskworld.in](https://rskworld.in).

Theme Settings

Color Scheme

Display Options

Font Size

README.md