This repository hosts an interactive financial equity dashboard meticulously crafted using Tableau. The visualization techniques employed in this project provide a comprehensive perspective into the multifaceted realm of equity data and present a holistic view of financial market dynamics.
A classic in financial analysis, offering a snapshot of the open, close, high, and low prices over a specified period.
The Moving Average Convergence Divergence (MACD) plot to capture momentum and trend reversals.
- MA50 & MA200: 50-day and 200-day moving averages to track short-term and long-term market trends.
- EMA12 & EMA26: Exponential moving averages to give weightage to recent prices and react faster to price changes.
A visual representation of trading volume over time, providing insights into the strength or weakness of a price trend.
A dynamic visualization comparing companies based on their market capitalization.
A tool to capture price variation and gauge market uncertainty.
Visualizes the price change over specific periods, enabling an at-a-glance understanding of market performance.
A detailed breakdown of traded volumes across different companies.
A momentum oscillator to identify overbought or oversold conditions.
Demonstrates the speed at which a variable changes over a specific period.
A volatility indicator consisting of a middle band being an N-period simple moving average (SMA) and an upper and lower band.
Measures buying and selling pressure as a cumulative indicator.
... and more.
Source Data: Raw datasets sourced from Yahoo Finance.
Data Engineering: The data was meticulously curated and enhanced using Python, making it suitable for sophisticated visualization techniques in Tableau. (more info on stock_analysis.ipynb)
Tableau Calculated Fields: Custom fields created within Tableau to derive valuable financial metrics.
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1, Clone this repository:
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2, Open the .twbx file in Tableau Desktop or Tableau Public.
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3, If prompted, relink the data source to the appropriate Airbnb data file included in the repository.
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4, Start interacting with the dashboard!
Sheng Yun
- Github: @nickShengY
- Email: syun13@fordham.edu/s24yun@uwaterloo.ca