Key Level Bot with GUI

Key Level Bot with GUI

The Key Level Bot is a Python-based application for analyzing financial market data, identifying significant price levels (key levels), and visualizing them in real-time using a graphical user interface (GUI). It uses Yahoo Finance as the data source and supports customizable settings for different ticker symbols and intervals.

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Features

1. Real-Time Data Fetching:

   - Fetches historical market data for any ticker symbol available on Yahoo Finance.

   - Supports intervals like 1 minute, 5 minutes, hourly, and daily.

2. Key Level Analysis:

   - Identifies significant price levels based on high-volume nodes, highs, and lows.

   - Maintains a history of key levels for analysis.

3. Interactive GUI:

   - Allows users to input the ticker symbol and interval.

   - Displays calculated key levels and their history in a user-friendly format.

   - Visualizes price data and key levels on an interactive chart.

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Installation

Prerequisites

- Python 3.8 or higher: [Download Python](https://www.python.org/downloads/)

- pip: Comes pre-installed with Python.

Required Libraries

Install the dependencies using pip:

```bash

pip install yfinance pandas numpy matplotlib

```

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How to Run the Bot

1. Clone or download the script key_level_bot_with_gui.py.

2. Open a terminal and navigate to the directory containing the script.

```bash

cd path/to/your/script

```

3. Run the script:

```bash

python key_level_bot_with_gui.py

```

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Using the Application

1. Input Ticker and Interval:

   - Enter a valid ticker symbol (e.g., ES=F for E-mini S&P futures).

   - Select an interval (e.g., 1 minute, 5 minutes, etc.).

2. Fetch and Analyze:

   - Click on "Fetch and Analyze" to retrieve data and calculate key levels.

3. View Results:

   - Check the "Key Levels" and "History" in the output panel.

   - Visualize the data and key levels on the interactive chart.

4. Supported Intervals:

   - 1m, 5m, 15m, 1h, 1d.

FAQ

Q: What is a "key level"?

A key level is a significant price point where notable trading activity occurred, such as support and resistance levels or high-volume nodes. These levels can help traders identify potential areas of interest.

Q: Can I use this for real-time trading?

The bot uses Yahoo Finance data, which is typically delayed by 15 minutes. For real-time trading, integrate with a broker's API or a professional data provider.

Q: What markets can I analyze?

The bot supports any ticker symbol available on Yahoo Finance, including stocks, ETFs, and futures.

Q: How do I verify the accuracy of key levels?

Cross-check the key levels with other data sources like TradingView or your broker's platform.

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Future Enhancements

- Alerts: Add notifications for when the price approaches key levels.

- Real-Time Data: Integrate with broker APIs for live updates.

- Extended Visualization: Support additional technical indicators.

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Feel free to modify or extend this project to suit your needs! If you encounter any issues or have questions, don't hesitate to reach out.