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v0.2.7
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✨ Features
transform.py:
Add convert_to_int(), convert_to_categorical(), convert_to_object(), convert_to_datetime(), convert_to_numeric(), and convert_to_bool() functions
Add clean_column_names() and delete_columns() utility functions
inspect.py:
Add show_dimensions() function for quick dataset shape overview
eda/eda_helpers.py:
Create detect_outliers.iqr() for outlier detection
Cardinality Report:
Reformat high-cardinality output to display percent uniqueness
🧪 Tests
Added unit tests for:
show_dimensions()
convert_to_int(), convert_to_datetime(), convert_to_bool(), convert_to_numeric()
clean_column_names(), delete_columns()
Updated test suite to match function name changes (rename_col → rename_column)
🛠 Refactoring
Renamed rename_col() to rename_column() across codebase and tests
🧹 Chores
Updated .gitignore to exclude test-generated CSVs
Added sample datasets for testing
Added VS Code dev test notebook template: dev_test_nb
Updated various notebooks for testing and demonstration
Merged latest main into develop
📜 Documentation & Style
Added docstrings to rename_column() and data_quality()
Adjusted print formatting and divider lengths for improved readability in reports
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