Hubert Nyadroh

Data Analysis, Visualization & Financial Modeling

This interactive financial dashboard demonstrates end-to-end data engineering and time-series analytics using Alphabet Inc. (GOOG) stock performance data.

Built with Python and Flask, the application automates data extraction into Pandas DataFrames and renders a responsive, high-performance Bokeh candlestick chart with full client-side interactivity (pan, zoom, hover) adaptable to any data volume.

Chart Mechanics: The Y-axis represents stock trading values in USD, and the X-axis tracks the trading timeline. Bullish sessions (stock gains) are highlighted in light green, while bearish sessions (stock losses) are depicted in red. Each candlestick is precisely calibrated to a 12-hour width and spacing for optimal visual clarity.