Python | Pandas TimedeltaIndex.hasnans
Last Updated :
03 Oct, 2019
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 TimedeltaIndex.hasnans
attribute return a boolean value. It return True
if the Timedeltaindex object contains any NaN
values else it return False
indicating there is no NaN
values present in the object.
Syntax: TimedeltaIndex.hasnans
Return : boolean
Example #1: Use TimedeltaIndex.hasnans
attribute to check if there is any NaN
value present in the given TimedeltaIndex object.
import pandas as pd
tidx = pd.TimedeltaIndex(data = [ '1 days 02:00:00' , '1 days 06:05:01.000030' , None ])
print (tidx)
|
Output :
Now we will check if there is any NaN
value present in the given TimedeltaIndex object.
Output :
As we can see in the output, the TimedeltaIndex.hasnans
attribute has returned True
indicating there is NaN
value present in the object.
Example #2: Use TimedeltaIndex.hasnans
attribute to check if there is any NaN
value present in the given TimedeltaIndex object.
import pandas as pd
tidx = pd.TimedeltaIndex(data = [ '-1 days 2 min 3us' , '1 days 06:05:01.000030' ,
'-1 days + 23:59:59.999999' ])
print (tidx)
|
Output :
Now we will check if there is any NaN
value present in the given TimedeltaIndex object.
Output :
As we can see in the output, the TimedeltaIndex.hasnans
attribute has returned False
indicating there is no NaN
value present in the object.
Share your thoughts in the comments
Please Login to comment...