Datasetpublic

aufklarer/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: 226,442 Annotated Documents: 15,360 Other Documents: 497 Economic Indicators: 20,550 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.

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Dataset Card

Central Bank Communications Dataset

A comprehensive dataset of central bank communications with sentence-level sentiment annotations for monetary policy analysis.

Dataset Statistics

—Annotated Sentences: 226,442
—Annotated Documents: 15,360
—Other Documents: 497
—Economic Indicators: 20,550

Document Types

Sentence-level annotations (sentiment, topic) are available for these document types:

Document Type	Description	Annotated
minutes	Full meeting minutes with deliberations	✅ Yes
statement	Official policy statements	✅ Yes
decision	Rate decision announcements	✅ Yes
press_conference	Post-meeting press conferences	✅ Yes
speech	Governor/member speeches	❌ Text only
quarterly_review	Quarterly economic reviews	❌ Text only

Documents without sentence annotations are included in documents_annotated.parquet with full text for custom processing.

Central Banks Coverage

Code	Central Bank	Docs	Sentences	Doc Range	Frequency
FED	Federal Reserve	2167	40,553	1995-02 to 2026-09	8 meetings per year
PBOC	People's Bank of China	281	4,995	1996-09 to 2026-04	Monthly LPR + quarterly MPC
ECB	European Central Bank	3080	25,416	1998-07 to 2026-09	8 meetings per year
BOJ	Bank of Japan	1004	23,213	1996-11 to 2025-12	8 meetings per year
RBI	Reserve Bank of India	873	16,832	1996-12 to 2026-08	6 meetings per year
BOE	Bank of England	956	9,166	1996-12 to 2026-09	8 meetings per year
BCB	Banco Central do Brasil	547	18,484	1998-01 to 2026-09	8 meetings per year
BOC	Bank of Canada	716	8,081	1997-03 to 2026-09	8 meetings per year
CBR	Central Bank of Russia	241	13,235	2004-01 to 2025-12	8 meetings per year
RBA	Reserve Bank of Australia	775	11,250	1996-07 to 2026-02	11 meetings per year
BOK	Bank of Korea	654	8,069	1998-10 to 2026-09	8 meetings per year
TCMB	Central Bank of Turkey	747	7,212	1997-04 to 2025-12	8 meetings per year
SNB	Swiss National Bank	363	3,978	1997-11 to 2026-06	4 meetings per year
CBN	Central Bank of Nigeria	141	6,148	2003-04 to 2025-11	6 meetings per year
BOI	Bank of Israel	211	2,450	2001-04 to 2026-03	6 meetings per year
MAS	Monetary Authority of Singapore	405	4,738	1997-04 to 2025-12	2 meetings per year (April, October)
SARB	South African Reserve Bank	382	4,989	1997-02 to 2025-12	6 meetings per year
BANXICO	Banco de México	207	2,839	2003-04 to 2025-12	8 meetings per year
NBP	National Bank of Poland	176	4,043	1998-02 to 2025-12	Monthly
NORGES	Norges Bank	334	616	1999-01 to 2026-08	8 meetings per year
RIKSBANK	Sveriges Riksbank	462	138	1996-06 to 2025-12	5-6 meetings per year
RBNZ	Reserve Bank of New Zealand	269	2,969	1997-01 to 2025-11	7 meetings per year
MNB	Magyar Nemzeti Bank	413	5,819	2002-12 to 2026-09	Monthly
NBS	National Bank of Serbia	427	2,390	2004-10 to 2026-07	Monthly

Dashboard

Live visualization: [monetary.live](https://monetary.live)

Usage

python

from datasets import load_dataset

# Load annotated sentences (default)
sentences = load_dataset("aufklarer/central-bank-communications", "sentences")

# Load documents
docs = load_dataset("aufklarer/central-bank-communications", "documents")

# Load economic indicators
indicators = load_dataset("aufklarer/central-bank-communications", "economic_indicators")

Sentence Classification

Each sentence is annotated on 4 dimensions:

Dimension	Values
sentiment	ratehike, ratecut, ratehold, liquidityease, liquiditytight, reserveease, reservetight, guidancehawkish, guidancedovish, dissenthawkish, dissent_dovish, neutral
topic	mpinflation, mpinterestrate, mpeconomicactivity, mpexchangerate, mplabormarket, mpcredit, financialstability, fiscalpolicy, governance

License

CC-BY-4.0