datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
central-bank-communications
Central Bank Communications Dataset
A comprehensive dataset of central bank communications with sentence-level sentiment annotations for monetary policy analysis.
Dataset Statistics
Annotated Sentences: 226,373
Annotated Documents: 15,358
Other Documents: 497
Economic Indicators: 20,466
Document Types
Sentence-level annotations (sentiment, topic) are available for these document types:
Document Type
Description
Annotated
minutes
Full… See the full description on the dataset page: https://huggingface.co/datasets/aufklarer/central-bank-communications.fomc_communication
Label Interpretation
LABEL_2: NeutralLABEL_1: HawkishLABEL_0: Dovish
Citation and Contact Information
Cite
Please cite our paper if you use any code, data, or models.
@inproceedings{shah-etal-2023-trillion,
title = "Trillion Dollar Words: A New Financial Dataset, Task {\&} Market Analysis",
author = "Shah, Agam and
Paturi, Suvan and
Chava, Sudheer",
booktitle = "Proceedings of the 61st Annual Meeting of the Association for… See the full description on the dataset page: https://huggingface.co/datasets/gtfintechlab/fomc_communication.instagram-political-communication-it
Instagram Political Communication (Italy) — NLP-POL
Dataset Summary
This dataset is part of NLP-POL (NLP for Political Communication), a research project focused on the analysis of political communication strategies through Natural Language Processing.
The dataset contains Instagram posts and comments collected from more than 300 Italian political figures, primarily members of the Italian Parliament (with a strong focus on Deputies). It includes both content published by… See the full description on the dataset page: https://huggingface.co/datasets/NLP-POL/instagram-political-communication-it.science-communication-video-v1
Science Communication Video Preview
This preview contains four short educational animation videos from the Thordata Multidisciplinary Science Communication Video Collection:
acetaldehyde oxidation
how volcanoes form
how typhoons form
solar wind and aurora
Each sample presents one focused knowledge topic through a coherent visual sequence. The videos are useful for demonstrating video captioning, visual question answering, and cross-modal reasoning.
Contents… See the full description on the dataset page: https://huggingface.co/datasets/thordata/science-communication-video-v1.PersonaSignal-LeakageCheck-Communication-Formality-gpt-4oPersonaSignal-LeakageCheck-Communication-Formality-claude-sonnet-4-5-20250929PersonaSignal-LeakageCheck-Communication-Formality-Meta-Llama-3.1-8B-Instruct-TurboPersonaSignal-LeakageCheck-Communication-Formality-DPO-TinkerPersonaSignal-LeakageCheck-Communication-Formality-gpt-4o-minicode-postes-communications-electroniques
Code des postes et des communications électroniques, non-instruct (2025-03-10)
The objective of this project is to provide researchers, professionals and law students with simplified, up-to-date access to all French legal texts, enriched with a wealth of data to facilitate their integration into Community and European projects.
Normally, the data is refreshed daily on all legal codes, and aims to simplify the production of training sets and labeling pipelines for the development of… See the full description on the dataset page: https://huggingface.co/datasets/louisbrulenaudet/code-postes-communications-electroniques.fomc-communicationDataset adapted from original work by Shah et al.
About Dataset
The dataset is a collection of sentences from FOMC speeches, meeting minutes and press releases (see corresponding paper). A subset of the data has been manually annotated as hawkish, dovish, or neutral.
Label mapping
LABEL 2: Neutral
LABEL 1: Hawkish
LABEL 0: Dovish
africa-dhs-communication
Communication — Africa (DHS Program) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: health - 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
Health datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-dhs-communication.fomc-communication-counterfactualDataset adapted from original work by Shah et al.
About Dataset
The dataset is a collection of sentences from FOMC speeches, meeting minutes and press releases (see corresponding paper). A subset of the data has been manually annotated as hawkish, dovish, or neutral.
Label mapping
LABEL 2: Neutral
LABEL 1: Hawkish
LABEL 0: Dovish
Counterfactual generation split
Additionally, for counterfactual generation tasks, we add a custom split with target classes in… See the full description on the dataset page: https://huggingface.co/datasets/TextCEsInFinance/fomc-communication-counterfactual.legal-engagement-letter-scope-fee-communication-coherence-risk-v0.1What this dataset does
You receive
scope text
exclusions
fee basis
objective
later work
client comms
You decide
coherent
or
incoherent
Daily use
scope drift detection
fee term mismatch detection
missing variation letter risk
PersonaSignal-PerceivabilityTest-Communication-Formality-gpt-4o
Dataset card for PersonaSignal-PerceivabilityTest-Communication-Formality-gpt-4o
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "communication_formality",
"dimension_values": [
"Casual",
"Professional",
"Formal"
],
"dimension_description": "Controls the tone and register of communication. Casual users prefer conversational language with contractions and friendly expressions.… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Communication-Formality-gpt-4o.africa-mauritius-budget-data-ministry-of-technology-communication-and-innov-646a4b76
Budget Data Ministry of Technology Communication and Innov | Africa (MDPA)
259 rows - 1 Africa country/area - 2018-2019 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 259 rows from MDPA, covering Budget Data Ministry of Technology Communication and Innov. 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-budget-data-ministry-of-technology-communication-and-innov-646a4b76.PersonaSignal-PerceivabilityTest-Communication-Formality-Meta-Llama-3.1-8B-Instruct-Turbo
Dataset card for PersonaSignal-PerceivabilityTest-Communication-Formality-Meta-Llama-3.1-8B-Instruct-Turbo
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "communication_formality",
"dimension_values": [
"Casual",
"Professional",
"Formal"
],
"dimension_description": "Controls the tone and register of communication. Casual users prefer conversational language with contractions… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Communication-Formality-Meta-Llama-3.1-8B-Instruct-Turbo.africa-tunisia-depenses-des-budgets-du-centre-national-de-communication-c-f44383c4
Depenses Des Budgets Du Centre National De Communication C | Africa (Tunisia Open Data)
3 rows - 1 Africa country/area - 2016-2018 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 3 rows from Tunisia Open Data, covering Depenses Des Budgets Du Centre National De Communication C. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-tunisia-depenses-des-budgets-du-centre-national-de-communication-c-f44383c4.africa-mauritius-budget-data-2017-2018-ministry-of-technology-communication-7cc1a1fa
Budget Data 2017 2018 Ministry of Technology Communication | Africa (MDPA)
236 rows - 1 Africa country/area - 2017 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 236 rows from MDPA, covering Budget Data 2017 2018 Ministry of Technology Communication. 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-budget-data-2017-2018-ministry-of-technology-communication-7cc1a1fa.Communication_Content_1
Communication-Content-1
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other attribution-required licenses… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Communication_Content_1.africa-who-risk-communication-and-community-engagement
Africa — WHO GHO: Risk communication and community engagement (RCCE) | Africa (World Health Organization)
Size category: n<1K - Formats: parquet - Sector: health - 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
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-risk-communication-and-community-engagement.africa-mauritius-budget-data-2016-2017-ministry-of-technology-communication-0f2c1525
Budget Data 2016 2017 Ministry of Technology Communication | Africa (MDPA)
792 rows - 1 Africa country/area - 2015-2018 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 792 rows from MDPA, covering Budget Data 2016 2017 Ministry of Technology Communication. 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-budget-data-2016-2017-ministry-of-technology-communication-0f2c1525.africa-tunisia-budget-du-centre-national-de-communication-culturelle-pour-35be03ad
Budget Du Centre National De Communication Culturelle Pour | Africa (Tunisia Open Data)
11 rows - 1 Africa country/area - 2021-2022 - 6 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 11 rows from Tunisia Open Data, covering Budget Du Centre National De Communication Culturelle Pour. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-tunisia-budget-du-centre-national-de-communication-culturelle-pour-35be03ad.PersonaSignal-PerceivabilityTest-Communication-Formality-DPO-Tinker
Dataset card for PersonaSignal-PerceivabilityTest-Communication-Formality-DPO-Tinker
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "communication_formality",
"dimension_values": [
"Casual",
"Professional",
"Formal"
],
"dimension_description": "Controls the tone and register of communication. Casual users prefer conversational language with contractions and friendly… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Communication-Formality-DPO-Tinker.africa-mauritius-budget-data-ministry-of-technology-communication-and-innov-b489cc79
Budget Data Ministry of Technology Communication and Innov | Africa (MDPA)
292 rows - 1 Africa country/area - 2016-2017 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 292 rows from MDPA, covering Budget Data Ministry of Technology Communication and Innov. 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-budget-data-ministry-of-technology-communication-and-innov-b489cc79.africa-mauritius-budget-data-2016-2017-ministry-of-technology-communication-e4527aa7
Budget Data 2016 2017 Ministry of Technology Communication | Africa (MDPA)
292 rows - 1 Africa country/area - 2016-2017 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 292 rows from MDPA, covering Budget Data 2016 2017 Ministry of Technology Communication. 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-budget-data-2016-2017-ministry-of-technology-communication-e4527aa7.PersonaSignal-PerceivabilityTest-Communication-Formality-claude-sonnet-4-5-20250929
Dataset card for PersonaSignal-PerceivabilityTest-Communication-Formality-claude-sonnet-4-5-20250929
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "communication_formality",
"dimension_values": [
"Casual",
"Professional",
"Formal"
],
"dimension_description": "Controls the tone and register of communication. Casual users prefer conversational language with contractions and… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Communication-Formality-claude-sonnet-4-5-20250929.PersonaSignal-PerceivabilityTest-Communication-Formality-gpt-4o-mini
Dataset card for PersonaSignal-PerceivabilityTest-Communication-Formality-gpt-4o-mini
This dataset was made with Curator.
Dataset details
A sample from the dataset:
{
"dimension_name": "communication_formality",
"dimension_values": [
"Casual",
"Professional",
"Formal"
],
"dimension_description": "Controls the tone and register of communication. Casual users prefer conversational language with contractions and friendly… See the full description on the dataset page: https://huggingface.co/datasets/JasonYan777/PersonaSignal-PerceivabilityTest-Communication-Formality-gpt-4o-mini.africa-mauritius-budget-data-ministry-of-technology-communication-and-innov-99052b0e
Budget Data Ministry of Technology Communication and Innov | Africa (MDPA)
1,788 rows - 1 Africa country/area - 2016-2019 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 1,788 rows from MDPA, covering Budget Data Ministry of Technology Communication and Innov. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-budget-data-ministry-of-technology-communication-and-innov-99052b0e.africa-morocco-revenu-moyen-par-minute-de-communication-arpm-facture-inte-0be86352
Revenu Moyen Par Minute De Communication Arpm Facture Inte | Africa (Morocco Open Data)
120 rows - 1 Africa country/area - 2010-2025 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 120 rows from Morocco Open Data, covering Revenu Moyen Par Minute De Communication Arpm Facture Inte. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-revenu-moyen-par-minute-de-communication-arpm-facture-inte-0be86352.