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Your friend, who just started working for an investment firm has texted you asking for help with a problem. Her boss asked her to investigate

Your friend, who just started working for an investment firm has texted you asking for help with a problem. Her boss asked her to investigate whether TESLA is really an automotive stocks, by studying the stock's comovement with a traditional industry leader, General Motors (GM). She has collected last month's worth of their respective stock prices but is stuck and can't figure out how to calculate the covariance/correlation between the two stocks and also needs help interpreting the results.

1. Help your friend by calculating both the variance and covariance of the two price series.

2. Also, help her interpret the results. Does TESLA stock move like GM?

3. Here is the data:

Date GM TESLA
10/2/2020 35.88 334.87
10/3/20 35.53 336.2
10/4/20 35.8 333.03
10/5/20 35.31 330.37
10/6/20 35.54 335.89
10/9/20 35.38 339.53
10/10/20 35.11 348.84
10/11/20 35.24 352.7
10/12/20 36.1 359.68
10/13/20 35.65 358.39
10/16/20 36.11 381.5
10/17/20 36.31 378.99
10/18/20 37.31 393.15
10/19/20 37.26 404.04
10/20/20 37.25 405.59
10/23/20 36.77 419.22
10/24/20 36.58 425.25
10/26/20 36.48 430.94
10/27/20 36.56 430.38
10/30/20 36.44 414.7
10/31/20 36.6 418.33

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