Metadata-Version: 2.1
Name: pxtextmining
Version: 0.5.1
Summary: Multilabel text classification of patient experience feedback.
Home-page: https://github.com/CDU-data-science-team/pxtextmining
License: MIT
Author: CDU Data Science
Author-email: cdudatascience@nottshc.nhs.uk
Requires-Python: >=3.8,<3.11
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Requires-Dist: joblib (>=1.2.0,<2.0.0)
Requires-Dist: matplotlib (>=3.3.2,<4.0.0)
Requires-Dist: numpy (>=1.22)
Requires-Dist: pandas (>=1.4.0,<2.0.0)
Requires-Dist: scikit-learn (==1.0.2)
Requires-Dist: scipy (>=1.10.1,<2.0.0)
Requires-Dist: spacy (>=3.4.4,<4.0.0)
Requires-Dist: tensorflow (>=2.11.0,<3.0.0)
Requires-Dist: transformers (>=4.26.1,<5.0.0)
Project-URL: Documentation, https://cdu-data-science-team.github.io/pxtextmining
Project-URL: Repository, https://github.com/CDU-data-science-team/pxtextmining
Description-Content-Type: text/markdown

# pxtextmining: Text Classification of Patient Experience feedback

## Project description
**pxtextmining** is a Python package for classifying patient feedback comments collected via the [NHS England Friends and Family Test](https://www.england.nhs.uk/fft/) (FFT). It is part of the [Patient Experience Qualitative Data Categorisation project](https://cdu-data-science-team.github.io/PatientExperience-QDC/), funded by NHS England and hosted by Nottinghamshire Healthcare NHS Foundation Trust.

__We are working openly by [open-sourcing](https://github.com/CDU-data-science-team/pxtextmining/blob/main/LICENSE) the analysis code and data where possible to promote replication, reproducibility and further developments. Pull requests are more than welcome.__

## Documentation and installation

Full documentation, including installation instructions, is available on our [documentation page](https://cdu-data-science-team.github.io/pxtextmining/).

