Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric python packages. Pandas is one of those packages and makes importing and analyzing data much easier.
Pandas DatetimeIndex.is_year_start attribute is an indicator for whether the date is the first day of the year. If the date is the first day of the year it returns True else it return False.
Syntax: DatetimeIndex.is_year_start
Return: numpy array containing logical values.
Example #1: Use DatetimeIndex.is_year_start attribute to check if the dates present in the DatetimeIndex object is the first day of the year.
# importing pandas as pd import pandas as pd # Create the DatetimeIndex didx = pd.DatetimeIndex(['2014-01-01', '2014-04-30', '2017-03-31', '2000-12-02']) # Print the DatetimeIndex print(didx) |
Output :
Now we want to find if the dates contained in the given DatetimeIndex object is the first day of the year.
# find if the days are the first day of the year. didx.is_year_start |
Output :
As we can see in the output, the function has returned a numpy array containing logical values for each entry of the DatetimeIndex object. True values indicate the corresponding date was the first day of the year and False value indicate the corresponding date was not the first day of the year.
Example #2: Use DatetimeIndex.is_year_start attribute to check if the dates present in the DatetimeIndex object is the first day of the year.
# importing pandas as pd import pandas as pd # Create the DatetimeIndex didx = pd.date_range('2011-12-30', periods = 5) # Print the DatetimeIndex print(didx) |
Output :
Now we want to find if the dates contained in the given DatetimeIndex object is the first day of the year.
# find if the days are the first day of the year. didx.is_year_start |
Output :
As we can see in the output, the function has returned a numpy array containing logical values for each entry of the DatetimeIndex object. True values indicate the corresponding date was the first day of the year and False value indicate the corresponding date was not the first day of the year.
