Task $2$: Statistical Analysis $(20$ points$)$

Create a random NumPy array with $100$ elements sampled from a normal distribution with mean $50$ and standard deviation $10.$ Name this array data. $(5$pts$)$

Calculate and print the mean, median, and standard deviation of the data array. $(5$pts$)$

Reshape the data array into a $10$x$10$ matrix. $(5$pts$)$

Find the minimum and maximum values in each row and each column of the reshaped matrix. $(5$pts$)$