Metadata-Version: 2.1
Name: outlier-detection
Version: 1.0.3
Summary: Detect outliers from pandas dataframe using various statistical tools
Home-page: UNKNOWN
License: UNKNOWN
Description: # Outlier Detection
        Detect outliers from pandas dataframe using various statistical tools
        # INSTALLATION AND USAGE
        ```python
        !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**
Platform: UNKNOWN
Description-Content-Type: text/markdown
