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Does standardization matter? Evaluating the potential of the Common European Framework of Reference for Languages (CEFR) to foster labour market inclusion of immigrants (DISCEFRN): Web-scraped dataset
Aug 11, 2025 - Western Norway University of Applied Sciences
Miriam Schmaus, 2025, "Does standardization matter? Evaluating the potential of the Common European Framework of Reference for Languages (CEFR) to foster labour market inclusion of immigrants (DISCEFRN): Web-scraped dataset", https://doi.org/10.18710/K6WA0V, DataverseNO, V1
This dataset contains the web-scraped information on the language requirements of about 90,000 job-ads collected within the DISCEFRN project (see metadata section Funding Information). Within DISCEFRN, we collected and analysed the language requirements for all job-ads that were...
00_README_DISCEFRN_Web-scraped_dataset.txt
Aug 11, 2025 - Does standardization matter? Evaluating the potential of the Common European Framework of Reference for Languages (CEFR) to foster labour market inclusion of immigrants (DISCEFRN): Web-scraped dataset
Plain Text - 4.4 KB - MD5: 6698df56d3f04abac4a6fb37d883c6b4
01_Codebook_DISCEFRN_Web-scraped_dataset.pdf
Aug 11, 2025 - Does standardization matter? Evaluating the potential of the Common European Framework of Reference for Languages (CEFR) to foster labour market inclusion of immigrants (DISCEFRN): Web-scraped dataset
Adobe PDF - 215.5 KB - MD5: 213ac331b06cf72586e00b36f4b591bc
02_Background_DISCEFRN_Web-scraped_dataset.pdf
Aug 11, 2025 - Does standardization matter? Evaluating the potential of the Common European Framework of Reference for Languages (CEFR) to foster labour market inclusion of immigrants (DISCEFRN): Web-scraped dataset
Adobe PDF - 198.9 KB - MD5: d3ac475567502f79ff7e4faa494680c3
discefrn_wsdata.csv
Aug 11, 2025 - Does standardization matter? Evaluating the potential of the Common European Framework of Reference for Languages (CEFR) to foster labour market inclusion of immigrants (DISCEFRN): Web-scraped dataset
Comma Separated Values - 31.0 MB - MD5: 7aba92c9e52bde219ac586a19cf14baf
DataNot available until 2026-12-01
discefrn_wsdata.dta
Aug 11, 2025 - Does standardization matter? Evaluating the potential of the Common European Framework of Reference for Languages (CEFR) to foster labour market inclusion of immigrants (DISCEFRN): Web-scraped dataset
Stata Binary - 189.6 MB - MD5: 2fe2d3c26e414d812accc66d7db9e1f2
DataNot available until 2026-12-01
Microbathymetry and Orthomosaics from EMAN7 Expedition 2022 to cold seeps offshore the Vesterålen coast (northern Norway)
Aug 8, 2025 - UiT The Arctic University of Norway
Fallati Luca; Ferré Benedicte; Savini Alessandra; Panieri Giuliana, 2025, "Microbathymetry and Orthomosaics from EMAN7 Expedition 2022 to cold seeps offshore the Vesterålen coast (northern Norway)", https://doi.org/10.18710/2WSUQD, DataverseNO, V1
The dataset includes three ultra-high-resolution orthomosaics (Area_1, Area_2, and Area_3), obtained through ROV photogrammetry, in three selected cold seep areas associated with cold water corals in the Hola Trough, offshore the Vesterålen coast. Furthermore, it encompasses ROV...
00_README.txt
Aug 8, 2025 - Microbathymetry and Orthomosaics from EMAN7 Expedition 2022 to cold seeps offshore the Vesterålen coast (northern Norway)
Plain Text - 8.3 KB - MD5: 9f15f4bb6ed30e3ab29c6ac2207e14a1
metadata description
EMAN7_NODE7_Area_1_ROV_Frames.zip
Aug 8, 2025 - Microbathymetry and Orthomosaics from EMAN7 Expedition 2022 to cold seeps offshore the Vesterålen coast (northern Norway)
ZIP Archive - 2.4 GB - MD5: 18af36f6fbce582dc1a158e64a088d23
The folder contains 975 frames in .png format, extracted from the ROV video acquired during Dive 2.
EMAN7_NODE7_Area_1.zip
Aug 8, 2025 - Microbathymetry and Orthomosaics from EMAN7 Expedition 2022 to cold seeps offshore the Vesterålen coast (northern Norway)
ZIP Archive - 26.7 MB - MD5: 812f364fc0d11fc8e4d55db7d93b8787
High-resolution orthomosaic (0.003 m/pix) of Area 1 in GeoTIFF and tfw formats.
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