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An open-source toolkit for facilitating Python users' data manipulation tasks.

Project description

Python version Documentation status License Codacy grade (Code quality) Zenodo - DOI

PyHelpers is an open-source Python package designed as a lite toolkit for facilitating data (pre)processing. It offers a miscellaneous collection of handy utilities, which could assist us in performing many common data manipulation tasks, such as reading/writing of file-like objects, handling of various types of data (e.g. geographical data and textual data) and communication with relational databases (e.g. PostgreSQL and Microsoft SQL Server).


To install the latest release of pyhelpers from PyPI via pip:

pip install --upgrade pyhelpers

For more information, please refer to Installation.


The full PyHelpers documentation (including detailed examples and a quick-start tutorial) is hosted on ReadTheDocs: [HTML] [PDF].


PyHelpers is licensed under GNU General Public License v3 or later (GPLv3+).

Cite as

Fu, Q. (2020). PyHelpers: an open-source toolkit for facilitating Python users’ data manipulation tasks. Zenodo. doi:10.5281/zenodo.4017438

  author    = {Qian Fu},
  title     = {{PyHelpers: an open-source toolkit for facilitating
                Python users' data manipulation tasks}},
  year      = 2020,
  publisher = {Zenodo},
  doi       = {10.5281/zenodo.4017438},
  url       = {}

Note: Please also refer to the export options from Zenodo to reference the specific version as appropriate when using PyHelpers.

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