A Generic Python Package for Stock Market Analysis and Trading
Project description
Trade - A Generic Python Package for Stock Market Analysis and Trading
Overview
Trade is a powerful and flexible Python library designed to simplify the process of working with stock market data. It provides a comprehensive set of tools and utilities to handle, analyze, and visualize stock data, enabling developers and analysts to build dynamic stock scanners, trading strategies, and other financial applications with ease.
Key Features
- Data Handling: Seamless integration with popular data sources (e.g., Yahoo Finance, NSE APIs) to fetch and manage stock data.
- Technical Indicators: A wide range of technical indicators (e.g., Moving Averages, Pivot Points, RSI, MACD) for in-depth market analysis.
- Generic Strategy Abstractions: Tools to dynamically create trading strategies on the fly based on user-defined parameters.
- Extensibility: Modular design allows for easy integration with other Python libraries and frameworks.
Installation
To install the AlgoTrade package, use pip:
pip install trade
Usage
Here's a simple example of how to use the Trade package to fetch and analyze stock data: python
from trade.data import StockDataFetcher
from trade.indicators import MovingAverage
# Fetch stock data for Apple (AAPL)
fetcher = StockDataFetcher()
data = fetcher.get_stock_data('AAPL')
# Calculate the 20-day simple moving average
sma_20 = MovingAverage(data, window=20, type='simple')
# Plot the stock price and the moving average
data.plot(y='Close', label='Price')
sma_20.plot(label='SMA-20')
Documentation
For detailed documentation, examples, and API reference, please visit the Trade GitHub repository.
Project details
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