occupationcoder
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aeturrell
Given a job title and job description, the algorithm assigns a standard occupational classification (SOC) code to the job.
Bumps [wheel](https://github.com/pypa/wheel) from 0.36.2 to 0.38.1. Changelog Sourced from wheel's changelog. Release Notes UNRELEASED Updated vendored packaging to 22.0 0.38.4 (2022-11-09) Fixed PKG-INFO conversion in bdist_wheel mangling UTF-8 header values...
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* occupationcoder version: 0.2.0 * Python version: 3.6 * Operating System: CentOS ### Description Hi @aeturrell ! I am getting a bug on occupationcoder/utilities/utilities.py line 319 `def getKey(item): """ Takes...
* occupationcoder version: 0.2.0 * Python version: Python 3.9.5 * Operating System: MacOS Big Sur Version 11.2.3 ### Description ``` pip3 freeze ``` Here the output: ``` alabaster==0.7.12 appdirs==1.4.4 Babel==2.9.1...
* occupationcoder version: 0.2.0 * Python version: 3.8 * Operating System: MacOS ### Description I want to run `tox` on this project. Currently it fails by freezing. Possibly related to...
These cannot include any confidential information or be copied exactly from genuine job advertisements.
Implement continuous-bag-of-words approach as an alternative to the term frequency-inverse document frequency (see ‘The Evolving U.S. Occupational Structure’ by Enghin Atalay, Phai Phongthiengtham, Sebastian Sotelo, and Daniel Tannenbaum for an...
The algorithm could search through the inputs and treat only the *unique* entries. Currently it processes *all* entries, even if they are duplicates.
It would be good to have options for SOC codes according to different standards (eg the US SOC code system). This could be done either natively (using dictionaries based on...
In the next version of the project it would be useful to have a confidence score for matches. This would allow for an idea of the robustness and might help...