Phantom Cleaner 🧹

phantom_cleaner is a simple and efficient Python library to clean your datasets with minimal effort.

Features

• Handle missing values (mean, median, mode, drop)
• Remove duplicates
• Remove outliers using IQR
• Label encode categorical variables
• Clean text data (lowercase, remove punctuation and digits)

Installation

pip install phantom_cleaner



#USAGE

# import pandas as pd
# from phantom_cleaner import PhantomCleaner

# df = pd.read_csv('yourfile.csv')
# cleaned_df = (PhantomCleaner(df)
#               .fill_missing('mean')
#               .remove_outliers_iqr()
#               .remove_duplicates()
#               .label_encode()
#               .get_data())

# print(cleaned_df.head())