Datasetpublic

Arailym-tleubayeva/legalup-laws

Kazakhstan Legal Acts Dataset (LegalUp) Dataset Summary The LegalUp dataset contains structured metadata for legislative documents of the Republic of Kazakhstan. The current release includes 392,084 legislative document records extracted from a PostgreSQL database. The dataset is designed for: Legal Retrieval-Augmented Generation (Legal RAG) Information Retrieval Legal Search Question Answering Semantic Search Legal NLP Benchmark Construction Academic Research… See the full description on the dataset page: https://huggingface.co/datasets/Arailym-tleubayeva/legalup-laws.

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Dataset Card

Kazakhstan Legal Acts Dataset (LegalUp)

Dataset Summary

The LegalUp dataset contains structured metadata for legislative documents of the Republic of Kazakhstan.

The current release includes 392,084 legislative document records extracted from a PostgreSQL database.

The dataset is designed for:

—Legal Retrieval-Augmented Generation (Legal RAG)
—Information Retrieval
—Legal Search
—Question Answering
—Semantic Search
—Legal NLP
—Benchmark Construction
—Academic Research

Supported languages:

—🇰🇿 Kazakh
—🇷🇺 Russian

Dataset Structure

data/
└── legis_law.csv

Statistics

Property	Value
Documents	392,084
Languages	Kazakh, Russian
Format	CSV
Encoding	UTF-8

Columns

Column	Description
id	Internal record identifier
law_id	Legal act identifier
title	Original document title
title_kk	Title in Kazakh
title_ru	Title in Russian
date_adopted	Date of adoption
date_modified	Date of last modification
adilet_url	URL of the legal document

Source

The dataset contains structured metadata extracted from legislative documents of the Republic of Kazakhstan.

The processed database used to prepare this public dataset was provided by NUBA Solutions LLP (ТОО "NUBA Solutions").

Each record includes an adilet_url field linking to the corresponding legal document.

Intended Use

This dataset is suitable for:

—Legal RAG systems
—BM25 retrieval
—Dense retrieval
—Hybrid retrieval
—Legal search engines
—Legal question answering
—LLM evaluation
—Legal document analysis
—Benchmark development

Limitations

This dataset contains metadata only.

Users should consult the original legal documents for authoritative legal interpretation.

This repository contains the original exported metadata from the LegalUp database. For the curated research corpus, please use KazakhLawCorpus.

License

This repository contains a processed research dataset.

Users are responsible for ensuring that any downstream use complies with the licensing terms of the original legal sources.

Citation

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

Tleubayeva, A., Mansurova, A., Shomanov, A., Makhambetova, Z., & Boluk, P. S. (2026). KazakhLawCorpus: A Large-Scale Metadata Corpus for Kazakh Legislation. Data, 11(9), 217. https://doi.org/10.3390/data11090217

Acknowledgements

The author gratefully acknowledges NUBA Solutions LLP (ТОО "NUBA Solutions") for providing the processed database that served as the basis for preparing this research dataset.

The dataset published on Hugging Face was further prepared by the author through data extraction, normalization, formatting, quality verification, and public dataset packaging for research purposes.

Contact

Arailym Tleubayeva

Astana IT University

Hugging Face: https://huggingface.co/Arailym-tleubayeva