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NSE Nifty-50 Stock Performance Data
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About
the price movements of the Nifty-50 stocks over more than a decade. It aggregates the daily closing prices for 47 major stocks listed on the National Stock Exchange (NSE) of India from 2010 to 2021. The data has been cleaned, filtered, and sorted, making it an excellent resource for beginners, analysts, and data scientists looking to explore Indian stock market trends, perform time-series analysis, or develop predictive models for stock prices.
Columns
The dataset contains 47 columns, with each column representing the closing price of a specific Nifty-50 stock. A corresponding 'DATE' column is included.
- DATE: The trading date when the market was open, ranging from 11 January 2010 to 14 October 2021.
- TATASTEEL: Closing price for Tata Steel Ltd.
- WIPRO: Closing price for Wipro Ltd.
- TITAN: Closing price for Titan Company Ltd.
- ULTRACEMO: Closing price for UltraTech Cement Ltd.
- TECHM: Closing price for Tech Mahindra Ltd.
- RELIANCE: Closing price for Reliance Industries Ltd.
- SHREECEM: Closing price for Shree Cement Ltd.
- SUNPHARMA: Closing price for Sun Pharmaceutical Industries Ltd.
- TATAMOTORS: Closing price for Tata Motors Ltd.
- TCS: Closing price for Tata Consultancy Services Ltd.
- SBIN: Closing price for State Bank of India.
- NESTLEIND: Closing price for Nestlé India Ltd.
- NTPC: Closing price for NTPC Ltd.
- M&M: Closing price for Mahindra & Mahindra Ltd.
- MARUTI: Closing price for Maruti Suzuki India Ltd.
- ONGC: Closing price for Oil and Natural Gas Corporation Ltd.
- POWERGRID: Closing price for Power Grid Corporation of India Ltd.
- JSWSTEEL: Closing price for JSW Steel Ltd.
- KOTAKBANK: Closing price for Kotak Mahindra Bank Ltd.
- LT: Closing price for Larsen & Toubro Ltd.
- ICICIBANK: Closing price for ICICI Bank Ltd.
- INDUSBANK: Closing price for IndusInd Bank Ltd.
- INFY: Closing price for Infosys Ltd.
- IOC: Closing price for Indian Oil Corporation Ltd.
- ITC: Closing price for ITC Ltd.
- HEROMOTOCO: Closing price for Hero MotoCorp Ltd.
- HINDALCO: Closing price for Hindalco Industries Ltd.
- HDFCBANK: Closing price for HDFC Bank Ltd.
- HDFC: Closing price for Housing Development Finance Corporation Ltd.
- DRREDDYS: Closing price for Dr. Reddy's Laboratories Ltd.
- EICHERMOTOR: Closing price for Eicher Motors Ltd.
- GRASIM: Closing price for Grasim Industries Ltd.
- CIPLA: Closing price for Cipla Ltd.
- COALINDIA: Closing price for Coal India Ltd.
- BPCL: Closing price for Bharat Petroleum Corporation Ltd.
- BRITANNIA: Closing price for Britannia Industries Ltd.
- ADANIPORTS: Closing price for Adani Ports and Special Economic Zone Ltd.
- BAJAJFINSERV: Closing price for Bajaj Finserv Ltd.
- BAJAJFINANCE: Closing price for Bajaj Finance Ltd.
- BHARTIARTL: Closing price for Bharti Airtel Ltd.
- AXISBANK: Closing price for Axis Bank Ltd.
- BAJAJ-AUTO: Closing price for Bajaj Auto Ltd.
- ASIANPAINT: Closing price for Asian Paints Ltd.
- UPL: Closing price for UPL Ltd.
Distribution
- Format: The data is available in a single CSV file named
Final-50-stocks.csv. - Size: The file size is approximately 881.8 kB.
- Structure: The dataset is structured with 2,711 rows and 47 columns. Each row corresponds to a specific trading day, and each column represents a different stock's closing price.
Usage
This dataset is ideal for various financial analyses and data science projects.
- Exploratory Data Analysis: Investigate trends, volatility, and correlations between different stocks.
- Data Visualisation: Create plots and charts to visualise stock performance over time.
- Time-Series Analysis: Analyse historical performance and identify patterns or seasonality in stock prices.
- Machine Learning: Build and train predictive models for stock price forecasting.
- Market Research: Answer questions about which stocks or sectors have shown the most growth over specific periods.
Coverage
- Geographic: The data covers stocks listed on the Nifty-50 index of the National Stock Exchange (NSE) in India.
- Time Range: The dataset includes daily closing prices from 11 January 2010 to 14 October 2021.
- Data Availability: Most stock data is complete, but some columns like ADANIPORTS, UPL, INFY, and HEROMOTOCO have missing values. For instance, ADANIPORTS has approximately 54% of its data missing.
License
CC0: Public Domain
Who Can Use It
- Beginner Data Analysts: A clean and easy-to-use dataset for practising data analysis and visualisation.
- Financial Analysts: For performing historical analysis and identifying investment opportunities.
- Data Scientists: For building and testing time-series forecasting models.
- Students and Researchers: For academic projects related to finance, economics, and machine learning.
Dataset Name Suggestions
- Nifty-50 Historical Stock Prices (2010-2021)
- Indian Stock Market Daily Close Prices
- NSE Nifty-50 Stock Performance Data
- Decade of Nifty-50 Stocks
- Time-Series Analysis of Indian Stocks
Attributes
Original Data Source: NSE Nifty-50 Stock Performance Data
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