datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fomc-events
FOMC Events
Everything the Federal Open Market Committee made public — and, for each of it,
the instant it became public.
571 information arrivals · 184 meetings · 1 862 point-in-time rows ·
1 530 dots · 1 599 votes · 1.38 million words of policy text ·
January 2007 to today, plus the meetings already scheduled to December 2027
The pipeline lives in recipe/ at the same revision as the data.
See PIPELINE.md for the method.
A meeting is not an event
Nothing becomes… See the full description on the dataset page: https://huggingface.co/datasets/ZipLime/fomc-events.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.fomc-statements-minutes
FOMC Meeting Statements & Minutes
This repository automatically scrapes and aggregates the Federal Reserve FOMC meeting statements and minutes - creating a dataset that enables tracking US monetary policy changes through time.
It works by polling the website of the U.S. Federal Reserve on a periodic basis and scraping the new statements and minutes as they become available.
The scraper runs in a scheduled GitHub Actions workflow, which is available here.
The dataset begins in… See the full description on the dataset page: https://huggingface.co/datasets/vtasca/fomc-statements-minutes.FOMCfinben-fomc
Dataset Card for FinBen-FOMC
Dataset Summary
FinBen-FOMC is a financial sentiment classification dataset adapted from FOMC (Shah et al., 2023a). The dataset is designed for training and evaluating large language models (LLMs) on classifying central bank policy stances as Hawkish, Dovish, or Neutral.
Supported Tasks and Leaderboards
Task: Hawkish-Dovish Classification
Evaluation Metric: F1 Score, Accuracy
Test Size: 496 instances
Languages
English… See the full description on the dataset page: https://huggingface.co/datasets/TheFinAI/finben-fomc.fomcfomc-statements-minutes
FOMC Meeting Statements & Minutes
This repository automatically scrapes and aggregates the Federal Reserve FOMC meeting statements and minutes - creating a dataset that enables tracking US monetary policy changes through time.
It works by polling the website of the U.S. Federal Reserve on a periodic basis and scraping the new statements and minutes as they become available.
The scraper runs in a scheduled GitHub Actions workflow, which is available here.
The dataset begins in the… See the full description on the dataset page: https://huggingface.co/datasets/JasonShi80/fomc-statements-minutes.fomc-meeting-transcripts
FOMC Meeting Transcripts (1976–2020)
Full-text transcripts of 373 Federal Open Market Committee (FOMC) meetings, from March 1976 through December 2020, converted from the official PDF transcripts published by the Federal Reserve Board.
The FOMC is the body of the U.S. Federal Reserve System that sets monetary policy (the federal funds rate target, balance-sheet policy, etc.). Verbatim meeting transcripts are released to the public with a roughly five-year lag, which is why… See the full description on the dataset page: https://huggingface.co/datasets/brishen/fomc-meeting-transcripts.flare-fomcFOMC_Meeting_Statements_MinutesTextual Time Series Dataset for finetuning / pretraining.
Json version of original dataset.
Original Dataset : https://www.kaggle.com/datasets/vladtasca/fomc-meeting-statements-and-minutes
fomc1fomc-personas
FOMC Personas
A speaker-attributed, temporally-resolved corpus of U.S. Federal Open Market Committee (FOMC) members'
public statements, designed for retrieval-augmented digital-twin personas. It accompanies the
paper "A Persona-Based Rate-Action Index" and the code at
github.com/helivan-research/fomc-personas.
The personas power an interactive site: federalreserve.ai.
24,333 chunks across 17 of 19 sitting members (7 Board governors + 10 regional presidents),
spanning 2006–2026… See the full description on the dataset page: https://huggingface.co/datasets/helivan/fomc-personas.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
fomcbench
FOMCBench v1.0.0
Evasion Detection Benchmark for Central Bank Communication
2,154 question-answer pairs from 89 Federal Reserve press conferences
(2011-2025, three Fed chairs) with multi-taxonomy evasion annotations and
human-adjudicated test labels (Fleiss' κ = 0.676).
Quick Start
pip install fomcbench # once published; until then: pip install -e .
# Evaluate your predictions against the primary Test-Std split (200 pairs, human-gold)
python -m fomcbench --predictions… See the full description on the dataset page: https://huggingface.co/datasets/fomcbench/fomcbench.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.fomcfomc-draft-v0
Dataset Card for Dataset Name
Dataset Summary
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/suschi1993/fomc-draft-v0.fomc-statements
FOMC Meeting Policy Statements Dataset (Year 2000+, updated monthly)
Overview
This dataset contains the policy statements released by the Federal Open Market Committee (FOMC) following each of its meetings from year 2000 onwords. The FOMC, a component of the U.S. Federal Reserve System, determines monetary policy in the United States. The statements provide insights into the committee’s policy decisions, economic outlook, and forward guidance.
Background on Policy… See the full description on the dataset page: https://huggingface.co/datasets/fishie-lee/fomc-statements.fed-fomc-communications
Federal Reserve FOMC Statements and Minutes
Automatically scraped FOMC meeting statements and minutes from the U.S. Federal Reserve.
Dataset Structure
Field
Type
Description
Date
timestamp
FOMC meeting date
Release Date
timestamp
Publication date
Type
string
"Statement" or "Minute"
Text
string
Full text content
Source
Data scraped from Federal Reserve FOMC Calendar
License
CC0 1.0 Universal (Public Domain)… See the full description on the dataset page: https://huggingface.co/datasets/nomnomshark41/fed-fomc-communications.fomc-llama-cllorafomc-statements-minutes
FOMC Meeting Statements & Minutes
This repository automatically scrapes and aggregates the Federal Reserve FOMC meeting statements and minutes - creating a dataset that enables tracking US monetary policy changes through time.
It works by polling the website of the U.S. Federal Reserve on a periodic basis and scraping the new statements and minutes as they become available.
The scraper runs in a scheduled GitHub Actions workflow, which is available here.
The dataset begins in… See the full description on the dataset page: https://huggingface.co/datasets/TEMTEM11/fomc-statements-minutes.FOMC20080318splitFOMCtwice_ko-trans_fomc_cls
ko-trans_fomc_cls
The Korean translation of FinanceMTEB/FOMC (translated using GPT-4o).
FOMC20070321twice_kr_fomc_cls
FOMC-CLS-ko
Selected Korean financial news articles that contain the keywords [interest rate, hawkish, dovish].
Classified news sentences into Hawkish/Dovish/Neutral categories.
fomc-text-volatility-data
fed-pulse-data
FOMC-text / market volatility study data (SWE 599 thesis). corpus/ = typed Fed communications 2006-2026 (federalreserve.gov); market/ = 5-min daily realized-vol measures (Alpha Vantage) + MP surprise per FOMC meeting (FRED Swanson-PCA/fed-info); fusion/ = per-day modelling design (HAR + cross-market + calendar + surprise + forward targets); embeddings/ = per-doc text embeddings under four encoders (fed FinBERT 768-d; bge/e5/gte 1024-d). Leakage-controlled.
FOMC20080318fomcFOMCtranscript20050630