GraphIT: Interaktivní webová aplikace pro business analytiku a simulaci scénářů
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Vysoká škola báňská – Technická univerzita Ostrava
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Abstract
This thesis describes the development of GraphIT, a web-based analytical platform for historical
market data visualization and cryptocurrency price prediction. The architecture utilizes Docker
containerization. The backend is built on FastAPI and a PostgreSQL database, populated by a
custom ETL pump using Binance data. A key computational feature is the data-optimized Monte
Carlo stochastic simulation. The React-based client offers an interactive dashboard that users can
fully customize via Drag and Drop widgets. The result is a modern, high-performance tool for
financial analysis.
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Subject(s)
web application, Business Intelligence, React, FastAPI, ETL process, Monte Carlo simulation, containerization, cryptocurrencies