AceMarket BTC Analysis

This script analyzes AceMarketU-TV's YouTube videos to track the performance of their Bitcoin price predictions from audience polls.

Features

• Fetches recent video streams from the channel.
• Extracts poll results (% for price increase vs. decrease) using Gemini 1.5 Flash.
• Retrieves historical BTC-USD price data from Yahoo Finance for the 24-hour period following the poll.
• Calculates the prediction success rate based on different movement thresholds (1%, 2%, 3%, 4%, 5%).
• Generates a analiza_ace_market_btc.csv report with the detailed analysis.

Setup

1. Clone the repository:

   git clone <repository-url>
   cd acemarket

2. Install dependencies:

   pip install -r requirements.txt

3. Configure your API Key:

   • Create a .env file in the root directory.
   • Add your Gemini API key to the file:

     GEMINI_API_KEY="YOUR_API_KEY_HERE"
     

Usage

Run the script from the project's root directory:

python main.py

The script will print a summary of the analysis to the console and save the full report in analiza_ace_market_btc.csv.