The News-Informed Financial Trend Yield (NIFTY) Dataset.

The News-Informed Financial Trend Yield (NIFTY) Dataset. Details of the dataset, including data procurement and filtering can be found in the paper here: https://arxiv.org/abs/2405.09747.

  📋 Table of Contents

🧩 NIFTY Dataset 📋 Table of Contents 📖 Usage Downloading the dataset Dataset structure

Large Language Models ✍️ Contributing 📝 Citing 🙏 Acknowledgements

  📖 Usage

Downloading and using… See the full description on the dataset page: https://huggingface.co/datasets/raeidsaqur/nifty-rl.

Canada's main stock market index, the TSX, rose to 29051 points on September 5, 2025, gaining 0.47% from the previous session. Over the past month, the index has climbed 4.05% and is up 27.52% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Canada. Canada Stock Market Index (TSX) - values, historical data, forecasts and news - updated on September of 2025.

NIFTY-Feature-Enhanced

  Dataset Summary

NIFTY-Feature-Enhanced is a multi-modal, finance-focused dataset built on top of raeidsaqur/NIFTY . We enrich the original dataset with structured financial indicators, derived signals, temporal features, sentiment scores, embeddings, and event tags. This makes it suitable for: Predictive ML models (e.g., XGBoost, LSTMs, Transformers) Financial NLP tasks (sentiment, RAG, semantic search) Multi-modal research (numeric + textual… See the full description on the dataset page: https://huggingface.co/datasets/GenAIDevTOProd/NIFTY-feature-enhanced.

171 Global import shipment records of Nifty with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

Index Time Series for First Trust India NIFTY 50 Equal Weight ETF. The frequency of the observation is daily. Moving average series are also typically included. The fund will normally invest at least 90% of its net assets (including investment borrowings) in the securities that comprise the index. The index is designed to track the performance of the 50 largest and most liquid Indian securities listed on the National Stock Exchange of India (NSE) by investing in all of the components of the NIFTY 50.

Japan's main stock market index, the JP225, rose to 43019 points on September 5, 2025, gaining 1.03% from the previous session. Over the past month, the index has climbed 5.45% and is up 18.21% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Japan. Japan Stock Market Index (JP225) - values, historical data, forecasts and news - updated on September of 2025.

Key information about India Market Capitalization

• India Market Capitalization accounted for 4,388.733 USD bn in Feb 2025, compared with a percentage of 4,899.710 USD bn in the previous month
• India Market Capitalization is updated monthly, available from Jan 1993 to Feb 2025
• The data reached an all-time high of 5,663.221 USD bn in Sep 2024 and a record low of 55.322 USD bn in Apr 1993

CEIC converts monthly Market Capitalization into USD. BSE Limited provides Market Capitalization in local currency. The Federal Reserve Board period end market exchange rate is used for currency conversions.

Key information about India Market Capitalization: % of GDP

• India Market Capitalization accounted for 133.5 % of its Nominal GDP in Dec 2024, compared with a percentage of 120.9 % in the previous year
• India Market Capitalization: % Nominal GDP is updated yearly, available from Dec 1993 to Dec 2024
• The data reached an all-time high of 146.4 % in Dec 2007 and a record low of 23.0 % in Dec 2001

CEIC calculates annual Market Capitalization as % of Nominal GDP from monthly Market Capitalization and annual Nominal GDP. BSE Limited provides Market Capitalization in local currency. The Ministry of Statistics and Programme Implementation provides Nominal GDP in local currency. Nominal GDP is reported in annual frequency, ending in March of each year.


Further information about India Market Capitalization: % of GDP

• In the latest reports, SENSEX recorded a daily P/E ratio of 20.6 in Mar 2025
• Sensitive 30 (Sensex) closed at 73,198.1 points in Feb 2025

In fiscal year 2024, market capitalization to GDP ratio for both National Stock Exchange of India (NSE) and Bombay Stock Exchange (BSE) was over *** percent. This was a 15-year high, and among the highest worldwide, comparable with the U.S. and Japan.