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) Im looking for all of you run a regression and comment on the slope and direction of the line 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) 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 Please answer as soon as possible!