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