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Cipla MNC Stock Performance and Trading Volume Database
Stock & Market Data
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About
Analysing the market performance of a leading global pharmaceutical entity requires access to consistent, long-term financial records. Headquartered in Mumbai, Cipla Ltd. is a major producer of medications for various conditions, including respiratory and cardiovascular diseases, and stands as the third largest drug producer in India. These records track the daily trading activity of the company, offering a foundation for time-series analysis and investment research within the Indian pharmaceutical sector. By documenting stock price fluctuations over a five-year period, this resource enables a detailed examination of equity trends for one of India's most significant multi-national corporations.
Columns
- Date: The specific trading date for the record, spanning from early 2019 to early 2024.
- Open: The initial price at which the stock traded at the start of the daily session.
- High: The peak price reached during the individual day's trading.
- Low: The lowest price recorded during the trading session.
- Close: The final trading price for the day, adjusted to account for any stock splits.
- Adj Close: The closing price adjusted for the impact of both dividends and stock splits.
- Volume: The total quantity of shares that changed hands during the given trading day.
Distribution
The information is delivered in a single CSV file titled
CIPLA.NS (4).csv with a file size of 95.84 kB. It contains 1,273 valid records with a 100% validity rate across all seven columns, ensuring there are no missing or mismatched entries. The dataset has been assigned a usability score of 10.00 and is expected to receive updates on a quarterly basis.Usage
This resource is ideal for training Long Short-Term Memory (LSTM) networks and other machine learning models for stock price prediction. It is well-suited for backtesting quantitative trading strategies and conducting historical volatility studies. Financial analysts can also utilise the records to perform comparative studies against other pharmaceutical firms or to assess the company's performance relative to broader market indices.
Coverage
The scope focuses on the Indian stock market performance of Cipla Ltd. as retrieved from Yahoo Finance. Temporally, the data provides a continuous daily record from 1 January 2019 through to 23 February 2024. The demographic coverage is centred on the trading activity of this specific pharmaceutical multi-national, reflecting its market presence in Mumbai and across India.
License
CC0: Public Domain
Who Can Use It
Quantitative researchers can leverage the adjusted closing prices to develop risk assessment models and predictive algorithms. Data science students can use the clean, high-integrity records to practice time-series forecasting techniques and data cleaning. Additionally, investment professionals can employ the data to identify long-term growth patterns and seasonal trends within the pharmaceutical industry.
Dataset Name Suggestions
- Cipla Ltd. Historical Stock Market Registry (2019-2024)
- Indian Pharmaceutical Sector: Cipla Daily Price Archive
- Cipla MNC Stock Performance and Trading Volume Database
- Longitudinal Financial Metrics: Cipla Ltd. 5-Year History
- Time-Series Analysis: Cipla Pharmaceutical Stock Data
Attributes
Original Data Source: Cipla MNC Stock Performance and Trading Volume Database
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