Python | Pandas TimedeltaIndex.is_monotonic
Last Updated :
29 Dec, 2018
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.is_monotonic
attribute checks if the given TimedeltaIndex object is monotonic or not. If the object is monotonic then the function return True
else it return False
. Monotonic means the values in object is varying in such a way that it either never decreases or never increases.
Syntax: TimedeltaIndex.is_monotonic
Return : boolean
Example #1: Use TimedeltaIndex.is_monotonic
attribute to check if the TimedeltaIndex object is monotonic or not.
import pandas as pd
tidx = pd.TimedeltaIndex(start = '1 days 02:00:00' , periods = 5 , freq = 'T' )
print (tidx)
|
Output :
Now we will check if the TimedeltaIndex object is monotonic or not.
Output :
As we can see in the output, the TimedeltaIndex.is_monotonic
attribute has returned True
indicating that tidx is monotonic.
Example #2: Use TimedeltaIndex.is_monotonic
attribute to check if the TimedeltaIndex object is monotonic or not.
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 the TimedeltaIndex object is monotonic or not.
Output :
As we can see in the output, the TimedeltaIndex.is_monotonic
attribute has returned False
indicating that tidx is not monotonic.
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