datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
canadian-parliamentary-expenditures
Canadian House of Commons Parliamentary Expenditures Dataset
This dataset contains detailed expenditure records from the Canadian House of Commons, spanning from 2021 Q2 to 2025 Q4, with 1,219,648 total expenditure records across 450 parliament members.
Dataset Structure
parliamentary_data_hf/
├── data/
│ ├── train/ # Training split (2021-2024)
│ │ ├── expenditures-2021-q2.parquet
│ │ ├── expenditures-2021-q3.parquet
│ │ ├── ...… See the full description on the dataset page: https://huggingface.co/datasets/irf23/canadian-parliamentary-expenditures.turkish_parliamentary_data
Grand National Assembly Corpus of Türkiye (GNACT)
A comprehensive collection of Turkish parliamentary transcripts spanning over 100 years (1920–present), from 10 legislative bodies. Includes both Ottoman Turkish (1920–1928) and Modern Turkish (1928–present) texts.
Loading the dataset
from datasets import load_dataset
# Strategy 1: full session documents, all bodies (default)
ds = load_dataset("boun-tabilab/turkish_parliamentary_data", "full_sessions", split="train")
#… See the full description on the dataset page: https://huggingface.co/datasets/boun-tabilab/turkish_parliamentary_data.parliamentrag-camera-leg19
ParliamentRAG — Italian Chamber of Deputies, 19th legislature
Full proceedings of the Italian Chamber of Deputies (Camera dei deputati) for the 19th legislature, from the first sitting on 13 October 2022 through 6 August 2026: verbatim speech transcripts, roll-call votes with every individual ballot, parliamentary acts with EuroVoc subjects, and the deputies' group, committee and government memberships over time. The dataset is refreshed as new sittings are ingested.
The tables… See the full description on the dataset page: https://huggingface.co/datasets/emeierkeio/parliamentrag-camera-leg19.german-parliament-speeches
German Parliament Speeches
This dataset contains speeches from the German parliament, derived from the Open Discourse Project (Harvard Dataverse).
Source
Data source:
Open Discourse ProjectHarvard DataverseDOI: 10.7910/DVN/FIKIBO
Original citation:
@data{DVN/FIKIBO_2020,
author = {Richter, Florian and Koch, Philipp and Franke, Oliver and Kraus, Jakob and Kuruc, Fabrizio and Thiem, Anja and Högerl, Judith and Heine, Stella and Schöps, Konstantin},
publisher = {Harvard… See the full description on the dataset page: https://huggingface.co/datasets/emilpartow/german-parliament-speeches.africa-owid-share-of-women-in-parliament-ipu
Share Of Women In Parliament Ipu | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-share-of-women-in-parliament-ipu.sl-parliamentary-hansard-17-26
Dataset Card for Sri Lanka Parliamentary Hansard
Sri Lanka Parliamentary Hansard is a trilingual parliamentary speech corpus built from publicly available Hansard records of the Parliament of Sri Lanka. It contains Sinhala (සිංහල), Tamil (தமிழ்), English, and code-mixed speeches from 2017 to 2026, with speaker names, dates, and topic-modeling labels.
The dataset was created for the research paper "Trilingual Topic Modeling of Sri Lankan Parliamentary Debates", associated with… See the full description on the dataset page: https://huggingface.co/datasets/sl-parliamentary-nlp/sl-parliamentary-hansard-17-26.africa-worldbank-proportion-of-seats-held-by-women-in-national-parliaments-sg-gen-parl-zs
Proportion of seats held by women in national parliaments (%) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: 1K<n<10K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-proportion-of-seats-held-by-women-in-national-parliaments-sg-gen-parl-zs.uk_parliamentafrica-owid-share-of-women-in-parliament
Share Of Women In Parliament | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-share-of-women-in-parliament.mk-parliament-qa
Macedonian Parliamentary QA (RAG Evaluation)
A question-answering benchmark in Macedonian, built over transcripts of plenary
sessions of the Assembly of the Republic of North Macedonia. It is intended for
evaluating retrieval-augmented generation systems on a low-resource language,
with questions that require single-passage, multi-passage, and cross-document
reasoning.
Dataset structure
Two configs are provided.
questions
Field
Type… See the full description on the dataset page: https://huggingface.co/datasets/stojchevamarija/mk-parliament-qa.africa-synth-governance-parliamentary-legislation-tracker-all
African Parliamentary Legislation Tracker | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: csv - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-governance-parliamentary-legislation-tracker-all.et_parliament_stenos_summary
Dataset Card for Estonian Parliament summary dataset
Dataset Summary
This dataset is collected from Estonian parliament stenograms. Each text contains speaker and his/her text (and could possibly contain multiple speaker texts).
Texts are concatenated so that maximum number of tokens would not exceed 2048 (for mBart and similar models).
This dataset is created to train a bit longer text summaries than default transformer models allow.
Supported Tasks… See the full description on the dataset page: https://huggingface.co/datasets/rristo/et_parliament_stenos_summary.africa-owid-representation-of-women-in-lower-chamber-of-parliament
Representation Of Women In Lower Chamber Of Parliament | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-representation-of-women-in-lower-chamber-of-parliament.africa-mauritius-candidates-and-seats-occupied-in-the-national-parliament-b-42530213
Candidates and Seats Occupied in the National Parliament B | Africa (MDPA)
122 rows - 1 Africa country/area - 1959-2014 - 10 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 122 rows from MDPA, covering Candidates and Seats Occupied in the National Parliament B. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-candidates-and-seats-occupied-in-the-national-parliament-b-42530213.Law-Parliamenteurope-owid-representation-of-women-in-lower-chamber-of-parliament
Representation Of Women In Lower Chamber Of Parliament | Europe (Our World in Data)
🇪🇺 197 observations · 42 Europe countries · 2021–2025 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 197 observations of Representation Of Women In Lower Chamber Of Parliament data across 42 Europe countries, spanning 2021–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Representation… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-representation-of-women-in-lower-chamber-of-parliament.portuguese-parliament-interventionsafrica-mauritius-candidates-and-seats-occupied-in-the-national-parliament-b-b83606bd
Candidates and Seats Occupied in the National Parliament B | Africa (MDPA)
12 rows - 1 Africa country/area - 1959-2014 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 12 rows from MDPA, covering Candidates and Seats Occupied in the National Parliament B. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-candidates-and-seats-occupied-in-the-national-parliament-b-b83606bd.africa-unsdg-number-of-youth-in-parliament-lower-chamber-or-unicamer-sg-dmk-parlythn-lc
Africa Unsdg Number of Youth in Parliament Lower Chamber or Unicamer Sg Dmk Parlythn Lc | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-number-of-youth-in-parliament-lower-chamber-or-unicamer-sg-dmk-parlythn-lc.africa-unsdg-proportion-of-youth-in-parliament-upper-chamber-sg-dmk-parlythp-uc
Africa Unsdg Proportion of Youth in Parliament Upper Chamber Sg Dmk Parlythp Uc | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-proportion-of-youth-in-parliament-upper-chamber-sg-dmk-parlythp-uc.africa-unsdg-current-number-of-seats-in-national-parliaments-number-sg-gen-parlnt
Africa Unsdg Current Number of Seats in National Parliaments Number Sg Gen Parlnt | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-current-number-of-seats-in-national-parliaments-number-sg-gen-parlnt.africa-unsdg-number-of-youth-in-parliament-upper-chamber-number-sg-dmk-parlythn-uc
Africa Unsdg Number of Youth in Parliament Upper Chamber Number Sg Dmk Parlythn Uc | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-number-of-youth-in-parliament-upper-chamber-number-sg-dmk-parlythn-uc.europe-unsdg-ratio-of-young-members-in-parliament-ratio-of-the-propo-sg-dmk-parlythr-lcuk-parliament-hansard-modern-typical-parquet
uk-parliament-hansard-modern-typical-parquet
Modern UK Hansard debates exported into a general-purpose (“typical”) Parquet schema with richer columns (useful outside nanochat/FineWeb-style training pipelines).
What’s inside
Format: typical-parquet-v1
Layout: per-source subfolder(s), each containing part_*.parquet, plus a top-level metadata.json
Columns (per row): id, source, doc_id, doc_type, title, date, house, speaker, text, char_count, word_count, metadata, created_at… See the full description on the dataset page: https://huggingface.co/datasets/JayJayThrowThrow/uk-parliament-hansard-modern-typical-parquet.europe-unsdg-current-number-of-seats-in-national-parliaments-number-sg-gen-parlntasia-unsdg-current-number-of-seats-in-national-parliaments-number-sg-gen-parlntafrica-unsdg-ratio-of-young-members-in-parliament-ratio-of-the-propo-sg-dmk-parlythr-lc
Africa Unsdg Ratio of Young Members in Parliament Ratio of the Propo Sg Dmk Parlythr Lc | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-ratio-of-young-members-in-parliament-ratio-of-the-propo-sg-dmk-parlythr-lc.africa-unsdg-ratio-of-young-members-in-parliament-ratio-of-the-propo-sg-dmk-parlythr-uc
Africa Unsdg Ratio of Young Members in Parliament Ratio of the Propo Sg Dmk Parlythr Uc | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-ratio-of-young-members-in-parliament-ratio-of-the-propo-sg-dmk-parlythr-uc.asia-unsdg-proportion-of-youth-in-parliament-upper-chamber-sg-dmk-parlythp-ucasia-unsdg-ratio-of-young-members-in-parliament-ratio-of-the-propo-sg-dmk-parlythr-lc