Financial data practice

Dataset used

• Google
• Apple
• Amazon
• Microsoft
• Walmart

Implementation

• 5 year stock price trend
• 5 year trade volume
• Total trade values in 5 years
• Individual brand trend analysis
• Correlations
• Candlestick Chart
• Daily Returns
• Histograms in one chart
  • Kernel Density Estimate
  • Box plots
• Cumulative returns
• Portfolio
  • filling the missing data
• Average daily return
• 1 Single situation
• 15000 simulations