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Bank Nifty OHLC Stock Data
Stock & Market Data
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About
Financial market data capturing the daily trading nuances of the banking sector listed under the Bank NIFTY (NSEBANK) index. This dataset encompasses historical stock price information for major Indian financial institutions, facilitating predictive modelling and market trend analysis. The data specifically covers twelve key banks, including HDFC Bank Ltd., ICICI Bank Ltd., State Bank of India, and Kotak Mahindra Bank Ltd., among others. It is designed to support investigations into volatility, price movements, and sector-specific performance within the Indian stock market.
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Columns
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Date: The specific trading date recorded (DateTime).
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Open: The price of the stock when the market opens on a trading day.
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High: The highest value of the stock reached during that trading day.
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Low: The lowest value of the stock reached during that trading day.
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Close: The price of the stock when the market closes on a trading day.
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Adj Close: The closing price adjusted to reflect the stock value after accounting for corporate actions.
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Volume: The total amount of shares traded over the course of the trading day.
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Distribution
The data is structured in a Tabular format, specifically as Comma Separated Values (CSV). The sample file (e.g., AUBANK.NS.csv) is approximately 9.41 kB in size. Statistical analysis of the sample indicates a count of 122 valid records per file, with zero missing or mismatched values, ensuring high data integrity for immediate analysis. The expected update frequency for this dataset is Quarterly.
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Usage
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Stock Price Prediction: Training machine learning models to forecast future stock prices based on historical Open, High, Low, and Close (OHLC) data.
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Time Series Analysis: Analysing trends, seasonality, and cyclic behaviour in banking stocks over time.
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Investment Strategy Development: Backtesting trading algorithms and assessing risk/reward ratios for portfolio management.
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Market Volatility Assessment: Studying the fluctuations in High and Low prices to understand daily market sentiment.
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Coverage
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Geographic Scope: India (specifically banks listed on the National Stock Exchange of India).
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Time Range: The provided sample data covers the period from 11 January 2021 to 08 July 2021.
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Entities: The dataset includes data for AU Small Finance Bank, Axis Bank, Bandhan Bank, Federal Bank, HDFC Bank, ICICI Bank, IDFC First Bank, IndusInd Bank, Kotak Mahindra Bank, Punjab National Bank (PNB), RBL Bank, and State Bank of India (SBIN).
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License
CC0: Public Domain
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Who Can Use It
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Financial Analysts: For conducting deep-dive equity research and sector performance reporting.
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Data Scientists: For building and refining predictive algorithms and neural networks.
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Quantitative Researchers: For testing mathematical models of market behaviour.
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Academic Students: For projects related to finance, economics, and statistics.
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Dataset Name Suggestions
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Bank Nifty OHLC Stock Data
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Indian Banking Sector Historical Prices
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NSE Bank Time Series Collection
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Major Indian Banks Stock Trends 2021
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Attributes
Original Data Source: Bank Nifty OHLC Stock Data
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