{ "info": { "author": "Christopher Brown", "author_email": "io@henrian.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 1 - Planning", "Intended Audience :: Science/Research", "Programming Language :: Python", "Topic :: Scientific/Engineering" ], "description": "# `datasci`\n\n[![Latest version on PyPI](https://badge.fury.io/py/datasci.svg)](https://pypi.org/project/datasci/)\n\nInstall from PyPI:\n\n```sh\npip install datasci\n```\n\nInstall in development mode:\n\n```sh\npip install -e .\n```\n\n\n## Features\n\n### Jupyter notebook initialization\n\n```pycon\n%run -m datasci.notebook.init\n```\n\n### Pandas helpers\n\n```python\nimport pandas as pd\ndf = pd.DataFrame(...)\n\nfrom datasci.pandas import drop_na_columns, drop_uninformative_columns\ndf_without_na = drop_na_columns(df)\ndf_informative = drop_uninformative_columns(df)\n\n# or, all-together:\ndf = pd.DataFrame(...).pipe(drop_na_columns).pipe(drop_uninformative_columns)\n```\n\n\n## 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