ThanniruVenkata/Indian_Laws_Structured_Legal_Dataset

🔍 Overview

This dataset provides structured, machine-readable legal text from major Indian statutes, including:

• —Bharatiya Nyaya Sanhita, 2023 (BNS)
• —Code of Criminal Procedure, 1973 (CrPC)
• —Code of Civil Procedure, 1908 (CPC)
• —Indian Evidence Act, 1872 (IEA)
• —Negotiable Instruments Act, 1881 (NIA)
• —Motor Vehicles Act, 1988 (MVA)
• —Indian Divorce Act, 1869 (IDA)
• —Income-Tax Act, 2025 (ITA2025) (effective April 1, 2026)

Each entry represents a section or chunk of a section, enriched with metadata for efficient retrieval and AI/ML applications.

🎯 Intended Use

This dataset is designed for:

• —Legal question answering systems
• —Semantic search & document retrieval
• —Retrieval-Augmented Generation (RAG) pipelines
• —Tax and legal compliance systems
• —Legal document classification
• —Training domain-specific language models
• —Knowledge graph construction

🏗️ Data Structure

Each record contains:

📌 Core Fields

🧠 Key Features

• —✅ Multi-act legal coverage
• —✅ Structured hierarchy (Act → Chapter → Section)
• —✅ Chunked for LLM compatibility
• —✅ Optimized for semantic/vector search
• —✅ High-quality statutory text
• —✅ Unique identifiers for precise retrieval

📘 Income-Tax Act 2025 Coverage

Includes complete structured data for the Income-Tax Act, 2025:

Major Chapters:

• —Chapter 1–4: Heads of Income
• —Chapter 5: Income of Other Persons Included
• —Chapter 6: Aggregation of Income
• —Chapter 7: Set-off & Carry Forward of Losses
• —Chapter 8+: Deductions, Allowances, Advanced Provisions

🚀 Example Use Cases

⚖️ Legal Systems

• —Legal chatbots
• —Legal research assistants
• —Court/legal analytics tools

💰 Tax Applications

• —Tax advisory chatbots
• —Compliance automation systems
• —Income tax lookup tools

🤖 AI/ML Applications

• —RAG pipelines for law & taxation
• —Domain-specific LLM training
• —Semantic legal search engines

📊 Research & Analytics

• —Policy analysis
• —Legal trend identification
• —Cross-act relationship mapping

🧪 How to Use

Load Dataset (Hugging Face)

from datasets import load_dataset
dataset = load_dataset("ThanniruVenkata/Income-Tax-Act-2025-Machine-Readable-Legal-Text")

⚠️ Biases & Limitations

• —The dataset contains formal legal language, which may not reflect simplified or interpreted meanings.
• —No judicial interpretations, case law, or precedents are included.
• —Legal provisions may be context-dependent, requiring expert understanding.
• —The dataset reflects Indian legal framework only, and may not generalize globally.
• —Some sections are split into chunks, which may affect contextual continuity.

⚠️ Risks & Responsible Use

• —This dataset should not be used as a sole source for legal or tax decisions.
• —Models trained on this data may generate legally incorrect or outdated interpretations.
• —Always verify outputs with official government sources or professionals.

Dataset Version: 1.0 Release Date: April 2026 Last Updated: April 20, 2026 Maintained by: Data Contributors & Hugging Face Community License: Public Domain (Government of India) Status: Active and maintained