sanghavi07/indian_financial_news_42k

INDIAN FINANCIAL NEWS DATASET (42K)

42,214 Indian financial news headlines with sentiment labels and taxonomy-enriched annotations.

CONTENTS

Total rows: 42,214
Event-labeled rows: 2,979 (with event_id, macro_signal, sector impacts)
Sentiment-only rows: 39,235 (labeled by AION-Sentiment-IN-v3)
Synthetic data: 200 rows for macro_inr_appreciation (rupee appreciation with negative sentiment)

COLUMNS

headline: News headline text
event_id: Taxonomy event identifier (95 events, empty for sentiment-only rows)
macro_signal: Market impact score (-1 to +1, 0 for sentiment-only rows)
sentiment_label: 0=negative, 1=neutral, 2=positive
confidence: Model confidence
match_score: Taxonomy match score
impact_level: Event impact level
Financial Services, Banks, NBFC, IT, Healthcare, FMCG, etc.: 32 sector impact scores
sentiment_label: Sentiment label (repeated for clarity)

SECTOR COLUMNS (32 total)

Financial Services, Banks, NBFC, IT, Healthcare, FMCG, Automobile and Auto Components,
Metals & Mining, Energy, Oil Gas & Consumable Fuels, Power, Telecommunication,
Consumer Durables, Consumer Services, Construction, Construction Materials, Realty,
Chemicals, Media Entertainment & Publication, Services, Diversified, Textiles,
Forest Materials, Transportation, Materials, Utilities, Aviation, Broking Company,
Cement, Fertilizer, Manufacturing, Capital Goods

SOURCE

Economic Times, Nifty 100 constituents, baptle dataset, synthetic augmentation.

Date range: 2024-2026

LICENSE

Apache License 2.0