Stock Pattern Analysis Program

Overview

The Stock Pattern Analysis Program is a powerful tool designed to identify and analyze specific stock patterns across multiple tickers. It focuses on detecting reversal patterns (Doji and Hammer) and Moving Average (MA) breakout patterns. The program can analyze stocks on both daily and 5-minute timeframes, providing flexibility for different trading strategies.

Features

Analyzes multiple stock tickers from a CSV file
Identifies Doji and Hammer reversal patterns
Detects Moving Average (MA) breakout patterns
Supports both daily and 5-minute timeframes
Option to filter results for today only or include patterns from the last month
Sends results via Telegram for easy mobile notifications
Provides TradingView links for quick chart access

Requirements

Python 3.7+
yfinance
pandas
numpy
python-telegram-bot
A stocks.csv file containing the list of stocks to analyze

Installation

Clone this repository:

git clone https://github.com/abdza/stock_filter.git
cd stock_filter

Create and activate a virtual environment:

python -m venv venv
source venv/bin/activate  # On Windows, use: venv\Scripts\activate

Install the required packages:

pip install yfinance pandas numpy python-telegram-bot

Create a stocks.csv file in the same directory as the script. This file should contain at least a 'Symbol' column with the ticker symbols you want to analyze. For example:
```
Symbol
AAPL
GOOGL
MSFT
AMZN
TSLA
```

Usage

Ensure your virtual environment is activated and your stocks.csv file is properly set up, then run the program using the following command:

python stock_pattern_analysis.py [options]

Options:

-t, --timeframe {1d,5m}: Specify the timeframe for analysis. Use '1d' for daily (default) or '5m' for 5-minute intervals.
-a, --all: Show patterns from the last month. If not specified, only today's patterns will be shown.
--telegram_token TOKEN: Your Telegram Bot Token for sending results.
--telegram_chat_id CHAT_ID: Your Telegram Chat ID for receiving results.

Examples:

Analyze daily patterns for today only:
```
python stock_pattern_analysis.py
```

Analyze 5-minute patterns for the last month and send results to Telegram:

python stock_pattern_analysis.py -t 5m -a --telegram_token YOUR_BOT_TOKEN --telegram_chat_id YOUR_CHAT_ID

stocks.csv File

The stocks.csv file is a crucial component of this program. It should be a comma-separated values file with at least one column named 'Symbol'. Each row in this column should contain a valid stock ticker symbol. The program will analyze each of these symbols for the specified patterns.

Example stocks.csv content:

Symbol
AAPL
GOOGL
MSFT
AMZN
TSLA

You can add or remove symbols from this file to customize which stocks the program analyzes.

Output

The program will display the identified patterns in the console and, if specified, send them via Telegram. The output includes:

Ticker symbol
Pattern type (Doji, Hammer, or MA Breakout)
Relevant candle data
TradingView link for each identified pattern

Patterns pending confirmation (MA Breakout patterns waiting for a confirmation candle) are listed at the end of the output.

Contributing

Contributions to improve the Stock Pattern Analysis Program are welcome. Please feel free to submit pull requests or open issues to suggest improvements or report bugs.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Disclaimer

This program is for educational and informational purposes only. It is not intended to be used as financial advice. Always conduct your own research and consult with a qualified financial advisor before making investment decisions.

abdza / stock_filter