Task $4$: Calculate Statistics

In this task you will complete some statistical computation using data from the task... Write functions

for each sub$-$tasks. Each sub$-$task will take processed data from.

i$.$ Write a function calculate$\_$cosine $($preprocessed$\_$data$)$ that takes relevant data from

task $2$ data to calculate the cosine similarity between apparent temperature and temperature

for entries in which the wind speed is between $5$ to $15($inclusive$).$ This function will return a

value of cosine similarity.

Sample test case:

similarity $=$ calculate$\_$cosine$($pre$\_$processed$)$

print$($similarity$)$

Sample Output:

$0\mathrm{.}996$

No imports can be used