Download and analyze Indian stock data
Forecasting for PSX (Feb 2024 - Feb 2025)
Predict sales for a given date and conditions
Identify under-valued stocks using Linear Regression
Analyze stock price comovements based on past data
Analyze stock options to gauge market sentiment
Fetch trading analysis and news for stocks
Explore fintech topics and algorithms
Predict cryptocurrency prices using historical data
Analyze forex trends and make trading decisions
Estimate stock value using P/E or P/S methods
Manage financial institutions and accounts
Predict stock prices using historical data
Indian Stock Downloader.py is a Python-based tool designed to download and analyze Indian stock data. It simplifies the process of obtaining financial data for stocks listed on Indian exchanges, making it easier for traders and analysts to access the information they need for analysis and decision-making.
• Comprehensive Data Download: Fetch stock data from major Indian exchanges like NSE (National Stock Exchange) and BSE (Bombay Stock Exchange).
• Real-Time and Historical Data: Access both real-time stock quotes and historical price data for detailed analysis.
• Multiple Data Formats: Download data in various formats such as CSV, Excel, or JSON for compatibility with different analysis tools.
• Filtering Options: Customize data retrieval by specifying date ranges, intervals, and stock symbols.
• User-Friendly INTERFACE: Easy-to-use commands and optional parameters for efficient data extraction.
• Support for Multiple Stocks: Download data for single or multiple stocks in a single run.
• Error Handling: Built-in mechanisms to handle API limits, network issues, and other potential errors.
pip install pandas requests
python Indian_Stock_Downloader.py --stock <stock_symbol> --start <start_date> --end <end_date>
<stock_symbol>
with the ticker symbol of the stock (e.g., "INFY" for Infosys).<start_date>
and <end_date>
with the desired date range (e.g., "2023-01-01" to "2023-12-31").python Indian_Stock_Downloader.py --stock <stock_symbol> --start <start_date> --end <end_date> --interval <interval> --output <format>
How do I know if the script is downloading real-time data?
The script fetches data directly from the exchange's API, ensuring it is up-to-date. You can verify the timestamps in the output file to confirm the data is current.
Can I download data for multiple stocks at once?
Yes, you can specify multiple stock symbols separated by commas in the --stock
parameter. For example:
python Indian_Stock_Downloader.py --stock INFY,RELIANCE,SBIN --start 2023-01-01 --end 2023-12-31
Is there a limit to the amount of data I can download?
Yes, the script is designed to adhere to exchange API limits. Excessive requests may result in temporary blocking of your IP. Use the filtering options to download only the data you need.