Data · dataset · 2023
IT Skills in Vocational Education and Training
Listed in SWISSUbase
Description
The natural language processing method used in this project delivers two datasets, which are contained in the zip-file “UBase_ITSkills”. See Eggenberger C, Backes-Gellner U (2023) IT skills, occupation specificity and job separations. Economics of Education Review. 92:102333. doi.org/10.1016/j.econedurev.2022.102333 for more details.
The dataset “EDV_BERT_for_Ubase.csv” shows the values for the different IT skills across Swiss Vocational Education and Training (VET) occupations. It is a comma-separated file.csv file. The dataset “topickeywords_for_Ubase.xls” shows the keywords for each IT skill (i.e., topics).
Read the rest (1 more)
It is a regular xlsx-file. The .txt file "documentation_IT Skills in Vocational Education and Training" contains the description of the variables.
Links
Where it is published
- DOI doi.org/10.48573/janx-8a29 ↗
DOI / persistent id · from swissubase ch
Catalogue records · 1
- OAI-PMH record swissubase.ch/oai-pmh/v1/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier… ↗
metadata API · from swissubase ch
Topics
- From keywords
- Computer Science & AI · Earth & Environmental Science · Social Science
- Inferred from text
- Education systems 74%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| SWISSUbase | oai:swissubase.ch:54a0763c-f093-4dc6-8f07-f01c2c355383 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · swissubase ch | connector:swissubase_ch@1.0.0 | |
| concepts[field].anzsrc:group:3903 | enrichment · swissubase ch | taxonomy-embedding@1.1.0 | title+keywords+description (74%) |
| concepts[field].local:field:computer-science-ai | mapping · swissubase ch | connector:swissubase_ch@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · swissubase ch | connector:swissubase_ch@1.0.0 | |
| concepts[field].local:field:social-science | mapping · swissubase ch | connector:swissubase_ch@1.0.0 | |
| description | source · swissubase ch | connector:swissubase_ch@1.0.0 | /metadata/dc/description |
| license_text | source · swissubase ch | connector:swissubase_ch@1.0.0 | |
| publication_date | source · swissubase ch | connector:swissubase_ch@1.0.0 | |
| spatial | source · swissubase ch | connector:swissubase_ch@1.0.0 | |
| title | source · swissubase ch | connector:swissubase_ch@1.0.0 | /metadata/dc/title |