Created
Nov 13, 2025 1:36 AM
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📁 Root Directory Structure
Function Categories:
- Column Headers:
clean_column_headers(),make_unique_columns() - Numeric Data:
clean_numeric_column() - Duplicates:
remove_duplicates() - Missing Values:
fill_missing() - Outliers:
remove_outliers_iqr(),remove_outliers_zscore(),detect_outliers_iqr(),cap_outliers() - Text Processing:
clean_text_column(),standardize_text_values() - Date/Time:
clean_date_column(),extract_date_features() - Data Types:
convert_data_types(),validate_data_ranges() - Categorical:
clean_categorical_column(),encode_categorical_variables() - Quality:
get_data_summary(),check_data_consistency() - Convenience:
quick_clean()- one-line cleaning pipeline - Information:
info()- displays comprehensive function reference