Simple format converter utility for SPSS data files
Project description
Simple format converter utility for SPSS data files
Branch |
Unit Tests |
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The SPSS Converter is a simple utility that facilitates the easy conversion of SPSS data to / from a variety of formats, including:
CSV
JSON
YAML
Excel
Pandas DataFrame
COMPLETE DOCUMENTATION: http://spss-converter.readthedocs.org/en/latest/index.html
Installation
To install the SPSS Converter via Pip just execute:
$ pip install spss-converter
Dependencies
Python 3.x |
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* Pandas v0.24 or higher
* Pyreadstat v1.0 or higher
* OpenPyXL v.3.0.7 or higher
* PyYAML v3.10 or higher
* simplejson v3.0 or higher
* Validator-Collection v1.5.0 or higher
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Why the SPSS Converter?
If you work with SPSS data in the Python ecosystem, you probably use a combination of two or three key libraries: Pandas, Pyreadstat, and savReaderWriter. All three libraries are vital tools, incredibly well-constructed, designed, and managed. But over the years, I have found that converting from SPSS to other file formats using these libraries requires some fairly repetitive boilerplate code. So why not make it easier?
The SPSS Converter library is a simple wrapper around the Pyreadstat and Pandas libraries that provides a clean and simple API for reading data files in a variety of formats and converting them to a variety of formats. The semantics are super simple, and should be as simple as: spss_converter.to_csv('my-spss-file.sav') or spss_converter.from_json('my-json-file.json').
Key SPSS Converter Features
With one function call, convert an SPSS file into:
a Pandas DataFrame
CSV
JSON
YAML
Excel
a dict
With one function call, create an SPSS data file from data in:
a Pandas DataFrame
CSV
JSON
YAML
Excel
a dict
With one function call, generate a Pythonic data map or meta-data collection from your SPSS data file.
Decide which variables (columns) you want to include / exclude when doing your conversion.
SPSS Converter vs Alternatives
For a comparison of the SPSS Converter to various alternative conversion approaches, please see full documentation: https://spss-converter.readthedocs.io/en/latest/index.html#spss-converter-vs-alternatives
Complete Documentation
The SPSS Converter is a simple library, but its functions are comprehensively documented at:
Questions and Issues
You can ask questions and report issues on the project’s Github Issues Page
Contributing
We welcome contributions and pull requests! For more information, please see the Contributor Guide
Testing
We use TravisCI for our build automation, Codecov.io for our test coverage, and ReadTheDocs for our documentation.
Detailed information about our test suite and how to run tests locally can be found in our Testing Reference.
License
The SPSS Converter is made available under an MIT License.
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