The Pandas tseries offsets Week function is_month_end() used to determine whether a timestamp occurs on the month end. It returns a boolean value that specifies whether the timestamp occurs at end of the month.
1 import pandas as pd
2
3 offset = pd.tseries.offsets.Week()
4
5 tstamp = pd.Timestamp(2022, 1, 31)
6 res = offset.is_month_end(tstamp)
7 print(f'The Week offset at month end : {res}')
8
9 tstamp1 = pd.Timestamp(2022, 1, 15)
10 res1 = offset.is_month_end(tstamp1)
11 print(f'The Week offset at month end : {res1}')
In the above example, a Timestamp objects are created by passing a date value. An is_month_end() is called that determine whether an timestamp occurs at end of month. The result is assign to the variable that will be printed on console.
1 The Week offset at month end : True
2 The Week offset at month end : False
Example 2
1 import pandas as pd
2
3 tstamp = pd.Timestamp(2022, 9, 30)
4 print('The timestamp object :', tstamp)
5
6 offset = pd.tseries.offsets.Week(weekday = 1, normalize = True)
7 res = offset.is_month_end(tstamp)
8 print(f'The Week offset at month end : {res}')
In the above example, a Timestamp objects are created by passing a date value and Week object with weekday as 1 and normalize as true. An is_month_end() is called that determine whether an timestamp occurs at end of month.
1 The timestamp object : 2022-09-30 00:00:00
2 The Week offset at month end : True
Example 3
1 import pandas as pd
2
3 tstamp1 = pd.Timestamp(2022, 5, 31)
4 print('The timestamp object :', tstamp1)
5
6 offset1 = pd.tseries.offsets.Week(weekday = 2, n = 3, normalize = True)
7 res1 = offset1.is_month_end(tstamp1)
8 print(f'The Week offset at month end : {res1}')
In the above example, a Timestamp objects are created by passing a date value and Week object with weekday as 1 and normalize as true and unit frequency as 3. An is_month_end() is called that determine whether an timestamp occurs at end of month.
1 The timestamp object : 2022-05-31 00:00:00
2 The Week offset at month end : True
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