Using Python, please complete the following activity to practice working with aggregates and NumPy arrays. You may work with a partner or individually. Create a report on all earthquakes that occurred globally in the last 30 days. Your report should include:

a. Compute basic stats on all of the magnitude (max, min, median, mean, and 25^th/75^th percentiles)

b. The average magnitude where the type is ml

c. Find the date and location of the largest magnitude (can use reverse geocode of latitude/longitude or place)

d. Plot the significant earthquakes (mag 4.5+) in a histogram

e. Plot a histogram of only earthquakes that occurred in the US (hint: you know latitude/longitude).

I have the exact file if needed I don't know how to attach it. but if the code can work with any CSV file I will be pleased.