Package: labourR 1.0.1.9000
Alexandros Kouretsis
labourR: Classify Multilingual Labour Market Free-Text to Standardized Hierarchical Occupations
Allows the user to map multilingual free-text of occupations to a broad range of standardized classifications. The package facilitates automatic occupation coding (see, e.g., Gweon et al. (2017) <doi:10.1515/jos-2017-0006> and Turrell et al. (2019) <doi:10.3386/w25837>), where the ISCO to ESCO mapping is exploited to extend the occupations hierarchy, Le Vrang et al. (2014) <doi:10.1109/mc.2014.283>. Document vectorization is performed using the multilingual ESCO corpus. A method based on the nearest neighbor search is used to suggest the closest ISCO occupation.
Authors:
labourR_1.0.1.9000.tar.gz
labourR_1.0.1.9000.zip(r-4.5)labourR_1.0.1.9000.zip(r-4.4)labourR_1.0.1.9000.zip(r-4.3)
labourR_1.0.1.9000.tgz(r-4.4-any)labourR_1.0.1.9000.tgz(r-4.3-any)
labourR_1.0.1.9000.tar.gz(r-4.5-noble)labourR_1.0.1.9000.tar.gz(r-4.4-noble)
labourR_1.0.1.9000.tgz(r-4.4-emscripten)labourR_1.0.1.9000.tgz(r-4.3-emscripten)
labourR.pdf |labourR.html✨
labourR/json (API)
NEWS
# Install 'labourR' in R: |
install.packages('labourR', repos = c('https://eworx-org.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/alekoure/labourr/issues
- isco_occupations_bundle - ISCO occupations bundle
- occupations_bundle - ESCO occupations bundle
Last updated 3 years agofrom:3624f255b2. Checks:OK: 5 NOTE: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 13 2024 |
R-4.5-win | NOTE | Oct 13 2024 |
R-4.5-linux | NOTE | Oct 13 2024 |
R-4.4-win | OK | Oct 13 2024 |
R-4.4-mac | OK | Oct 13 2024 |
R-4.3-win | OK | Oct 13 2024 |
R-4.3-mac | OK | Oct 13 2024 |
Exports:classify_occupationcleansing_corpusget_language_codeget_stopwordsidentify_languagetf_idf
Dependencies:cld2data.tableISOcodesmagrittrRcppstopwordsstringdist
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Classify occupations | classify_occupation |
Cleansing Corpus | cleansing_corpus |
Get language code from file name | get_language_code |
Retrieve stopwords | get_stopwords |
Detect Language | identify_language |
ISCO occupations bundle | isco_occupations_bundle |
ESCO occupations bundle | occupations_bundle |
Term frequency–Inverse document frequency | tf_idf |