Python project #3- pandas, importing data, correl, matplot

Please # label each question in the Jupyter cell.

Start by downloading 1yr worth of stock prices for 3 stocks as well as the spy (=a total of 4 securities in 1 file) directly from Yahoo! Finance

• Clean up your df by del a few columns (and print () to show the change). Make sure you keep at least the closing price column
• Plot the closing prices for all of your stocks
• Please export your chart and save it down on your computer
• Please create 4 different pie or line charts in the same space
• Calculate the correlation matrix for the SPY and 1 of your other names
• Using pair plot, how would you classify each stocks relationship to the SPY? (make sure to use percent change)
  1. Im looking for all of you run a regression and comment on the slope and direction of the line
  2. Please use # and keep your answer in the ipynb file
• Using pair plot how would you classify the distribution for each of your stocks? (make sure to use percent change)
  1. Same as a and b for number 6
• Please show a kde in pair plot in a different cell
• Import a data series from FRED (your choice on the series)
• Plot this series using Matplot