mern 0.2

data pre-processing library

mern

mern is python library to help us process our dataset, it can process numeric and text data

Installation

pip3 install mern

or

git clone https://github.com/bluenet-analytica/mern.git

Remove outlier in numerical data

There are 2 ways to remove data on numerical data type

1. Z Score
2. Inter Quartile Score Range (IQR Score)

from mern import NumericOutlier

obj = NumericOutlier()
x = [11,31,21,19,8,54,35,26,23,13,29,17]

# using Z Score
print(obj.find(x, "zscore"))

# using Inter Quartile Range Score
print(obj.find(x, "iqr"))

That's it.