Use R language to solve the problem and the stocks dataset with the weekly closing values for the year 2021 initialized as shown below:

stocks

1. Store the correlation matrix in the variable cm. Using loops, for each stock in the dataset, show the top 3 correlated stocks for that respective stock. The code should work for any dataset with any number of stocks. Sample output for the given dataset is shown below: