Script development in Python -- 2

Project: Automated Lucky Jet Game Data Analysis and Notification System Objective: To develop a Python script that monitors the Lucky Jet game, tracks specific in-game events, and sends automated notifications via Telegram when predetermined conditions are met. Specific Requirements:  * Data Extraction and Processing:   * Data Source: The script should either extract data from the Lucky Jet game interface (web scraping) to obtain real-time game data.   * Data Storage: Collected data should be stored efficiently for analysis and future reference.   * Relevant Data: The primary data point to track is the multiplier achieved in each game round.  * Event Monitoring and Trigger:   * Condition: The script will continuously monitor the sequence of multipliers.   * Trigger: When the multiplier fails to reach 3x for 12 consecutive rounds, a notification should be generated.  * Telegram Integration:   * Bot Setup: A Telegram bot will be configured to send notifications.   * Channel/User: Notifications can be directed to a specific Telegram channel or individual user.   * Message Content: The notification should clearly indicate the trigger event (e.g., "12 consecutive rounds without a 3x multiplier").  * Automation:   * Scheduling: The script should run continuously or at predefined intervals to ensure real-time monitoring.   * Reliability: Mechanisms should be in place to handle potential errors or interruptions and resume monitoring. Technical Skills Required:  * Python Programming: Proficiency in Python, including libraries like requests for web scraping, BeautifulSoup4 for HTML parsing, pandas for data manipulation, and python-telegram-bot for interacting with the Telegram API.  * Web Scraping: Experience in extracting data from websites.  * Data Analysis: Basic understanding of data analysis concepts for tracking sequences and patterns.  * Telegram Bot Development: Knowledge of setting up and interacting with Telegram bots. Deliverables:  * Python Script: A well-structured and commented Python script implementing the specified functionality.  * Telegram Bot: A fully functional Telegram bot integrated with the script.  * Documentation: Clear instructions on how to set up, configure, and run the script, including any dependencies or requirements.  * Data Storage: A clear plan for storing the extracted game data (e.g., CSV, database). Additional Considerations:  * Error Handling: Implement robust error handling to prevent script failures.  * Efficiency: Optimize the script for performance, especially if dealing with large datasets or frequent updates.  * Scalability: Design the script to handle potential increases in data volume or complexity.  * Security: If dealing with sensitive information, ensure appropriate security measures are in place. Why this expansion?  * Clarity: Provides more specific details about the tasks involved.  * Completeness: Covers potential edge cases and technical considerations.  * Scalability: Anticipates future requirements and allows for customization.