Hello, my name is Sam. I am a student majoring in Analytics and Information Systems

This Python script functions as a file analyzer that sends the contents of a JSON file to OpenAI for analysis. The script is executed by specifying the path to the JSON file as a command-line argument. It begins by reading the JSON file and extracting its contents. The script then prepares the data to be sent to OpenAI's API, using a predefined system role and user input format. The analysis results are retrieved and displayed to the user. The script handles errors, such as missing API keys or file paths, and provides informative messages throughout its execution. Additionally, it captures and prints the current date and time at the start and end of the analysis process. This tool is useful for automating the analysis of JSON file contents using OpenAI's capabilities.

This Python script functions as a trading bot that connects to Binance's WebSocket API to receive real-time candlestick data for a specified cryptocurrency pair, such as BTCUSDT, at a 1-minute interval. It processes incoming data messages, extracting relevant details like the opening, highest, lowest, and closing prices, along with the volume and timestamp, and appends them to a DataFrame. The script then calculates moving averages based on the collected data to identify trading signals. Using these signals, the bot makes trading decisions, executing buy or sell orders accordingly. When the connection is closed, the DataFrame, including all trading data and moving averages, is saved to a CSV file. The script also handles errors, notifies when the connection is opened. This allows for automated, data-driven trading based on real-time market conditions.