Trading Levels Visualization Tool

This repository provides a tool to visualize stock trading levels using historical stock data from Yahoo Finance. The application plots candlestick charts along with support and resistance levels.

Features

• Fetches historical stock data from Yahoo Finance.
• Plots candlestick charts using mplfinance.
• Identifies and displays support and resistance levels.
• Provides a simple GUI for user input using Tkinter.

Dependencies

• yfinance
• pandas
• numpy
• scipy
• mplfinance
• tkinter (Standard Python library)

Install dependencies using:

pip install -r requiremens.txt

Upgrade dependencies

pip install --upgrade yfinanc

How to Run

1. Clone the repository:

   git clone https://github.com/Jenishh43/Trading_Levels.git

2. Navigate to the project directory:

   cd Trading_Levels

3. Run the Python script:

   python trading_levels.py

Usage

• Enter the stock ticker symbol (e.g., AAPL, TSLA).
• Input the time period for data fetching (e.g., 1mo, 1d).
• Set the accuracy level for support/resistance detection.
• Click "Fetch Data" to visualize the candlestick chart with support and resistance levels.

Code Overview

• fetch_Data: Fetches stock data, calculates support and resistance levels, and plots the candlestick chart.
• on_submit: Handles user inputs from the GUI and calls fetch_Data.
• Tkinter GUI: Provides an interface for the user to input parameters and visualize stock data.

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License

This project is licensed under the MIT License.

Author

Jenishh43