metadata

language:
  - en
dataset_info:
  splits:
    - name: test
      num_examples: 785
    - name: train
      num_examples: 4446
annotations_creators:
  - expert-generated
license:
  - cc-by-nc-sa-3.0
multilinguality:
  - monolingual
pretty_name: financial_news_sentiment_mixte_with_phrasebank_75
size_categories:
  - 1K<n<10K
tags: []
task_categories:
  - text-classification
task_ids:
  - multi-class-classification
  - sentiment-classification

Dataset Card for "financial_news_sentiment_mixte_with_phrasebank_75"

This is a customized version of the phrasebank dataset in which I kept only sentences validated by at least 75% annotators.
In addition I added ~2000 articles of Canadian news where sentiment was validated manually.

The dataset also include a column topic which contains one of the following value:

acquisition
other
quaterly financial release
appointment to new position
dividend
corporate update
drillings results
conference
share repurchase program
grant of stocks

This was generated automatically using a zero-shot classification model and was not reviewed manually.

References

Original dataset is available here: [https://huggingface.co/datasets/financial_phrasebank]