This project is a comprehensive IBM Stock Dashboard designed to visualize and analyze IBM’s stock performance over a multi-month period. It combines key metrics, time-series data, and comparative visualizations to support investor insights and decision-making.

Project Overview
To provide a clear, interactive summary of IBM’s stock behavior, highlighting trends in price, volume, and moving averages over time..
Top-Level Metrics
- Highest Volume Day: $22,647.7K — shows peak trading interest.
- Average Closing Price: $275.67 — offers a benchmark for valuation.
- % Change: 0.37% — indicates overall price movement during the period.
Visualizations
Closing Price Line Chart:
Tracks daily closing prices from August 1 to December 1, revealing short-term fluctuations and long-term trends.
Monthly Box Plots:
Compares the Moving Average – Close (cyan) and 20-Day Moving Average – Close (yellow) across months, helping identify volatility and consistency.
Trading Volume Bar Chart:
Displays daily volume from July 25 to November 25, with spikes above 20 million shares, useful for spotting high-activity days.
Moving Averages Comparison:
A dual-line chart showing how the short-term (20-day) and overall moving averages evolve, aiding in trend confirmation and momentum analysis.
