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Datasetfinancialv1.0

Financial PhraseBank

by Pekka Malo et al. / Aalto University · free · Last verified 2026-03-17

Financial PhraseBank is a sentiment analysis dataset containing 4,845 sentences from English-language financial news annotated by 16 financial domain experts with positive, negative, or neutral sentiment labels. It is the most widely used benchmark for financial sentiment analysis and has been used to fine-tune FinBERT and numerous other financial NLP models.

https://www.researchgate.net/publication/251231364_FinancialPhraseBank-v10
B+
B+Good
Adoption: B+Quality: AFreshness: CCitations: AEngagement: F

Specifications

License
CC-BY-NC-SA-3.0
Pricing
free
Capabilities
sentiment-analysis, financial-text-classification, opinion-mining
Integrations
HuggingFace Datasets, sklearn, pandas
Use Cases
financial-sentiment-analysis, benchmark, model-fine-tuning
API Available
No
Tags
financial-sentiment, NLP, sentiment-analysis, news, benchmark
Added
2026-03-17
Completeness
100%

Index Score

70.1
Adoption
78
Quality
87
Freshness
45
Citations
86
Engagement
0

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