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CryptoScope is an intelligent cryptocurrency analytics platform that collects, processes, and visualizes market data for the top 1000 cryptocurrencies. It automatically retrieves OHLCV price data using CoinGecko, CoinMarketCap, and Yahoo Finance (yfinance), cleans it through a pipe-and-filter architecture, and stores it in a MySQL database.
The system provides interactive charts, detailed statistics, and machine learning–based trend predictions to help users make informed trading decisions. The frontend is built with HTML/CSS/JS, the backend with Django, and the ML models use TensorFlow and Scikit-Learn.
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