| --- |
| language: |
| - ur |
| pretty_name: Urdu Non-STEM Textbook Dataset |
| tags: |
| - urdu |
| - non-stem |
| - textbooks |
| - educational-dataset |
| - education |
| - question-answering |
| - llm |
| - rag |
| - instruction-tuning |
| - natural-language-processing |
| - multilingual |
| - academic-content |
| license: cc-by-4.0 |
| --- |
| |
| # Urdu Non-STEM Textbook Dataset |
|
|
| ## Overview |
|
|
| The **Urdu Non-STEM Textbook Dataset** is a collection of Urdu-language non-STEM textbooks designed to support educational research, natural language processing, and AI-based learning applications. |
|
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| The dataset contains **1,047 textbooks comprising approximately 57.92 million words**. It is part of a broader multilingual textbook collection covering STEM and non-STEM educational content across multiple languages. |
|
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| The collection can support the development and research of language models, educational AI systems, information retrieval applications, and other technologies that work with Urdu-language academic and educational content. |
|
|
| ## Dataset Highlights |
|
|
| - **Language:** Urdu |
| - **Content Category:** Non-STEM textbooks |
| - **Number of Textbooks:** 1,047 |
| - **Total Word Count:** Approximately 57.92 million words |
| - **Dataset Type:** Educational textbook collection |
| - **Collection:** Part of a broader multilingual STEM and Non-STEM textbook collection |
|
|
| ## Dataset Features |
|
|
| - Urdu-language educational textbook content. |
| - Non-STEM academic subject coverage. |
| - A collection of 1,047 textbooks. |
| - Approximately 57.92 million words of content. |
| - Suitable for research involving Urdu-language text processing. |
| - Part of a broader multilingual educational data collection. |
|
|
| ## Subject Coverage |
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| The dataset focuses on non-STEM educational content in Urdu. |
|
|
|
|
| ## Language Coverage |
|
|
| This dataset focuses exclusively on **Urdu**. |
|
|
| It belongs to a broader multilingual textbook collection that includes: |
|
|
| - English |
| - Indonesian |
| - Hindi |
| - Arabic |
| - Telugu |
| - Marathi |
| - Bengali |
| - Kannada |
| - Nepali |
| - Tamil |
| - Urdu |
|
|
| The language list describes the broader collection, not additional languages within this Urdu-specific dataset. |
|
|
| ## Dataset Statistics |
|
|
| The following figures are based on the supplied dataset statistics screenshot. |
|
|
| | Metric | Urdu Non-STEM Dataset | |
| |---|---:| |
| | Number of Textbooks | 1,047 | |
| | Total Word Count | 57.92 million | |
| | Content Category | Non-STEM | |
| | Language | Urdu | |
|
|
| ### Broader Collection Context |
|
|
| The Urdu Non-STEM dataset is part of a larger multilingual textbook collection. |
|
|
| The screenshot reports the following Urdu-wide figures: |
|
|
| | Category | Textbooks | Word Count | |
| |---|---:|---:| |
| | STEM Books | 58 | 2.47 million | |
| | Non-STEM Books | 1,047 | 57.92 million | |
| | Total Urdu Collection | 1,105 | 60.39 million | |
|
|
| The broader collection, across all listed languages and both STEM and Non-STEM categories, reports: |
|
|
| - **Total Textbooks:** 46,085 |
| - **Total Word Count:** 3,053.78 million |
|
|
|
|
| ## AI Tasks Supported |
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| The dataset may be useful for research and development involving: |
|
|
| - Urdu Natural Language Processing (NLP) |
| - Urdu Language Model Development |
| - Educational AI Applications |
| - Multilingual Language Models |
| - Information Retrieval |
| - Retrieval-Augmented Generation (RAG) |
| - Text Understanding and Analysis |
| - Educational Content Processing |
| - Language Modeling |
| - Academic Text Analysis |
|
|
| ## Potential Applications |
|
|
| - Developing Urdu-language educational AI systems. |
| - Training and researching Urdu-capable language models. |
| - Building educational information retrieval systems. |
| - Supporting RAG-based applications using Urdu educational content. |
| - Developing AI-powered learning assistants. |
| - Researching Urdu text processing and language technologies. |
| - Building digital educational knowledge resources. |
|
|
| ## Industries and Research Areas |
|
|
| Potential areas of application include: |
|
|
| - Artificial Intelligence and Machine Learning |
| - Education Technology (EdTech) |
| - Natural Language Processing |
| - Multilingual AI |
| - Generative AI |
| - Digital Education |
| - Academic Research |
| - Language Technology |
| - Educational Software Development |
|
|
| ## Intended Audience |
|
|
| This dataset may be useful for: |
|
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| - AI and machine learning researchers |
| - Urdu NLP researchers |
| - Language model developers |
| - EdTech companies |
| - Educational AI developers |
| - Academic institutions |
| - Digital learning platform developers |
| - Multilingual AI research teams |
| - Data scientists |
|
|
| ## Summary |
|
|
| The **Urdu Non-STEM Textbook Dataset** provides a substantial collection of Urdu educational content, comprising 1,047 textbooks and approximately 57.92 million words. As part of a broader multilingual textbook collection, it can support research and development in Urdu NLP, language models, educational AI, information retrieval, and multilingual learning applications. |
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| **Data Creation** |
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| Procured through formal agreements and generated in the ordinary course of business. |
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| **Considerations** |
|
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| This dataset is provided for research and educational purposes only. It contains only sample data. For access to the full dataset and enterprise licensing options, please visit our website [InfoBay.AI](https://infobay.ai/) or contact us directly. |
|
|
| -Ph: +91 9236398619 |
| -Email: datareq@infobay.ai |
