Detect outliers from pandas dataframe using various statistical tools
Project description
Outlier Detection
Detect outliers from pandas dataframe using various statistical tools
INSTALLATION AND USAGE
!pip install outlier-detection
from outlier_detection import detect_outliers_using_iqr
import pandas as pd
# Pandas Dataframe
data = pd.read_csv('titanic.csv')
# Detect outliers using IQR Method
# On overall data
detect_outliers_using_iqr(df, 'Fare')
# Based on factors data
detect_outliers_using_iqr(data, 'Fare', is_factor=True, factor='Sex')
Tutorial Data Credit: https://www.kaggle.com/c/titanic
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