DataHandlerForCSV 0.9

data cleaner

Data Handler Package

Description

The Data Handler Package is designed to simplify data handling tasks, particularly focused on CSV files. It provides various classes and methods to streamline common data operations.

Installation

You can install the package using pip:

pip install DataHandlerForCSV==0.8

Usage

--Missing Value Handler

from program.missing_value_handler import HandleMissingValue as hmv

df = pd.DataFrame({"numbs" : [1, 2, None, 4]})
copy1 = df.copy()
df = hmv.fill_as_mean(copy1, "numbs")

copy2 = df.copy()
df = hmv.fill_as_median(copy2, "numbs")

copy3 = df.copy()
df = hmv.fill_as_constant(copy3, "numbs")

copy4 = df.copy()
df = hmv.drop(copy4, "numbs")