How to detect replace and remove missing data using Pandas Python library
How to detect replace and remove missing data using Pandas Python library
Missing Data is a very big problem in a real-life scenarios.
In Pandas missing data is represented by the value:
NaN : NaN (an acronym for Not a Number), is a special floating-point value recognized by all systems that use the standard IEEE floating-point representation
there are several useful functions for detecting, removing, and replacing null values in Pandas DataFrame :
isnull()
notnull()
dropna()
fillna()
replace()
interpolate()
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