NumPy: Count the number of days of specific month
3. Count Days in a Specific Month
Write a NumPy program to count the number of days of specific month.
Sample Solution:
Python Code:
# Importing necessary libraries
import numpy as np
# Calculating the number of days in February 2016 using datetime64
print("Number of days, February, 2016: ")
print(np.datetime64('2016-03-01') - np.datetime64('2016-02-01'))
# Calculating the number of days in February 2017 using datetime64
print("Number of days, February, 2017: ")
print(np.datetime64('2017-03-01') - np.datetime64('2017-02-01'))
# Calculating the number of days in February 2018 using datetime64
print("Number of days, February, 2018: ")
print(np.datetime64('2018-03-01') - np.datetime64('2018-02-01'))
Sample Output:
Number of days, February, 2016: 29 days Number of days, February, 2017: 28 days Number of days, February, 2018: 28 days
Explanation:
In the above exercise –
np.datetime64('2016-03-01') - np.datetime64('2016-02-01') - This code subtracts the datetime '2016-02-01' from '2016-03-01' using the '-' operator provided by NumPy.
np.datetime64('2017-03-01') - np.datetime64('2017-02-01') - This code does the same operation as above, but with dates from 2017. The result is a timedelta of 28 days, since February has 28 days in 2017.
np.datetime64('2018-03-01') - np.datetime64('2018-02-01') - This code does the same operation as above, but with dates from 2018. The result is also a timedelta of 28 days, since February still has 28 days in 2018.
Pictorial Presentation:
For more Practice: Solve these Related Problems:
- Write a function that calculates the number of days in February for both leap and non-leap years using np.datetime64 arithmetic.
- Compute the number of days in any given month by creating an array of dates for that month and counting its length.
- Compare the day counts for February in different years using np.busday_count to handle business days versus calendar days.
- Implement a solution that subtracts the first day from the last day of a month (plus one) to get the total count, and test it for multiple months.
Python-Numpy Code Editor:
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