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Datasets:
joelniklaus
/
eurlex_resources

Tasks:
Fill-Mask
Languages:
Bulgarian
Czech
Danish
Size:
1M<n<10M
License:
Dataset card Files Community
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joelniklaus commited on
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  1. README.md +188 -4
README.md CHANGED
@@ -74,18 +74,18 @@ task_categories:
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  ## Dataset Description
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  - **Homepage:**
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- - **Repository:**
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  - **Paper:**
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  - **Leaderboard:**
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  - **Point of Contact:** [Joel Niklaus](mailto:joel.niklaus.2@bfh.ch)
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  ### Dataset Summary
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- This dataset contains large text resources from EURLEX that can be used for pretraining language models.
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  ### Supported Tasks and Leaderboards
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- The dataset supports the tasks of masked language modeling.
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  ### Languages
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@@ -98,6 +98,188 @@ The following languages are supported: bg, cs, da, de, el, en, es, et, fi, fr, g
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  The file format is jsonl.xz and there is one split available ("train").
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  The following resource types are supported: caselaw, decision, directive, intagr, proposal, recommendation, regulation
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  ### Data Fields
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  [More Information Needed]
@@ -108,6 +290,7 @@ The following resource types are supported: caselaw, decision, directive, intagr
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  ## Dataset Creation
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  ### Curation Rationale
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  [More Information Needed]
@@ -116,7 +299,8 @@ The following resource types are supported: caselaw, decision, directive, intagr
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  #### Initial Data Collection and Normalization
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- [More Information Needed]
 
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  #### Who are the source language producers?
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  ## Dataset Description
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  - **Homepage:**
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+ - **Repository:** [GitHub](https://github.com/JoelNiklaus/LegalDatasets/tree/main/pretrain/eurlex)
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  - **Paper:**
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  - **Leaderboard:**
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  - **Point of Contact:** [Joel Niklaus](mailto:joel.niklaus.2@bfh.ch)
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  ### Dataset Summary
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+ This dataset contains large text resources (~179GB in total) from EURLEX that can be used for pretraining language models.
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  ### Supported Tasks and Leaderboards
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+ The dataset supports the task of masked language modeling.
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  ### Languages
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  The file format is jsonl.xz and there is one split available ("train").
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  The following resource types are supported: caselaw, decision, directive, intagr, proposal, recommendation, regulation
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+ More information about the resource types can be found here:
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+ - Caselaw: [EU](https://eur-lex.europa.eu/collection/eu-law/eu-case-law.html)
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+ - Decision: [EU](https://eur-lex.europa.eu/EN/legal-content/summary/european-union-decisions.html), [Wikipedia](https://en.wikipedia.org/wiki/Decision_(European_Union))
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+ - Directive: [EU](https://european-union.europa.eu/institutions-law-budget/law/types-legislation_en), [Wikipedia](https://en.wikipedia.org/wiki/Directive_(European_Union))
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+ - Recommendation: [EU](https://eur-lex.europa.eu/EN/legal-content/glossary/recommendation.html), [Wikipedia](https://en.wikipedia.org/wiki/Recommendation_(European_Union))
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+ - Regulation: [EU](https://european-union.europa.eu/institutions-law-budget/law/types-legislation_en), [Wikipedia](https://en.wikipedia.org/wiki/Regulation_(European_Union))
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+ - Intagr: [EU](https://eur-lex.europa.eu/collection/eu-law/inter-agree.html), [Wikipedia](https://en.wikipedia.org/wiki/Treaties_of_the_European_Union)
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+ - Proposal: No resource found
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+
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+
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+ | Language | Source | Size (MB) | Tokens | Documents | Words/Document |
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+ |:---------|---------------:|-----------:|-------:|----------:|---------------:|
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+ | bg | caselaw | 1461.0 | xxx | xxx | xxx |
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+ | bg | decision | 1196.0 | xxx | xxx | xxx |
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+ | bg | directive | 245.8 | xxx | xxx | xxx |
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+ | bg | intagr | 579.7 | xxx | xxx | xxx |
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+ | bg | proposal | 1029.5 | xxx | xxx | xxx |
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+ | bg | recommendation | 83.4 | xxx | xxx | xxx |
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+ | bg | regulation | 2877.8 | xxx | xxx | xxx |
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+ | cs | caselaw | 1025.3 | xxx | xxx | xxx |
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+ | cs | decision | 1045.9 | xxx | xxx | xxx |
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+ | cs | directive | 169.4 | xxx | xxx | xxx |
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+ | cs | intagr | 427.9 | xxx | xxx | xxx |
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+ | cs | proposal | 777.4 | xxx | xxx | xxx |
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+ | cs | recommendation | 57.5 | xxx | xxx | xxx |
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+ | cs | regulation | 4449.1 | xxx | xxx | xxx |
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+ | da | caselaw | 1538.6 | xxx | xxx | xxx |
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+ | da | decision | 1269.6 | xxx | xxx | xxx |
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+ | da | directive | 188.3 | xxx | xxx | xxx |
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+ | da | intagr | 480.1 | xxx | xxx | xxx |
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+ | da | proposal | 1267.8 | xxx | xxx | xxx |
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+ | da | recommendation | 89.3 | xxx | xxx | xxx |
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+ | da | regulation | 3457.9 | xxx | xxx | xxx |
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+ | de | caselaw | 1689.7 | xxx | xxx | xxx |
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+ | de | decision | 1349.7 | xxx | xxx | xxx |
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+ | de | directive | 198.4 | xxx | xxx | xxx |
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+ | de | intagr | 503.4 | xxx | xxx | xxx |
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+ | de | proposal | 1405.2 | xxx | xxx | xxx |
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+ | de | recommendation | 98.0 | xxx | xxx | xxx |
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+ | de | regulation | 3635.4 | xxx | xxx | xxx |
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+ | el | caselaw | 2691.7 | xxx | xxx | xxx |
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+ | el | decision | 1721.2 | xxx | xxx | xxx |
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+ | el | directive | 298.1 | xxx | xxx | xxx |
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+ | el | intagr | 668.1 | xxx | xxx | xxx |
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+ | el | proposal | 1932.0 | xxx | xxx | xxx |
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+ | el | recommendation | 133.8 | xxx | xxx | xxx |
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+ | el | regulation | 4269.8 | xxx | xxx | xxx |
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+ | en | caselaw | 1624.3 | xxx | xxx | xxx |
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+ | en | decision | 1400.1 | xxx | xxx | xxx |
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+ | en | directive | 186.9 | xxx | xxx | xxx |
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+ | en | intagr | 474.3 | xxx | xxx | xxx |
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+ | en | proposal | 1404.6 | xxx | xxx | xxx |
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+ | en | recommendation | 87.5 | xxx | xxx | xxx |
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+ | en | regulation | 3379.6 | xxx | xxx | xxx |
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+ | es | caselaw | 1652.9 | xxx | xxx | xxx |
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+ | es | decision | 1253.9 | xxx | xxx | xxx |
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+ | es | directive | 201.9 | xxx | xxx | xxx |
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+ | es | intagr | 490.3 | xxx | xxx | xxx |
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+ | es | proposal | 1243.4 | xxx | xxx | xxx |
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+ | es | recommendation | 73.9 | xxx | xxx | xxx |
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+ | es | regulation | 3079.6 | xxx | xxx | xxx |
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+ | et | caselaw | 944.3 | xxx | xxx | xxx |
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+ | et | decision | 1016.6 | xxx | xxx | xxx |
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+ | et | directive | 161.4 | xxx | xxx | xxx |
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+ | et | intagr | 416.5 | xxx | xxx | xxx |
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+ | et | proposal | 750.6 | xxx | xxx | xxx |
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+ | et | recommendation | 55.0 | xxx | xxx | xxx |
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+ | et | regulation | 2405.2 | xxx | xxx | xxx |
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+ | fi | caselaw | 1404.8 | xxx | xxx | xxx |
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+ | fi | decision | 1156.8 | xxx | xxx | xxx |
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+ | fi | directive | 186.5 | xxx | xxx | xxx |
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+ | fi | intagr | 442.0 | xxx | xxx | xxx |
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+ | fi | proposal | 983.9 | xxx | xxx | xxx |
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+ | fi | recommendation | 66.2 | xxx | xxx | xxx |
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+ | fi | regulation | 2628.1 | xxx | xxx | xxx |
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+ | fr | caselaw | 1903.8 | xxx | xxx | xxx |
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+ | fr | decision | 1375.5 | xxx | xxx | xxx |
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+ | fr | directive | 202.9 | xxx | xxx | xxx |
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+ | fr | intagr | 508.5 | xxx | xxx | xxx |
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+ | fr | proposal | 1444.0 | xxx | xxx | xxx |
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+ | fr | recommendation | 101.0 | xxx | xxx | xxx |
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+ | fr | regulation | 3669.3 | xxx | xxx | xxx |
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+ | ga | caselaw | 12.5 | xxx | xxx | xxx |
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+ | ga | decision | 83.8 | xxx | xxx | xxx |
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+ | ga | directive | 17.0 | xxx | xxx | xxx |
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+ | ga | intagr | 18.2 | xxx | xxx | xxx |
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+ | ga | proposal | 266.4 | xxx | xxx | xxx |
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+ | ga | recommendation | 9.2 | xxx | xxx | xxx |
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+ | ga | regulation | 582.6 | xxx | xxx | xxx |
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+ | hr | caselaw | 564.0 | xxx | xxx | xxx |
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+ | hr | decision | 564.6 | xxx | xxx | xxx |
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+ | hr | directive | 144.8 | xxx | xxx | xxx |
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+ | hr | intagr | 434.2 | xxx | xxx | xxx |
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+ | hr | proposal | 527.0 | xxx | xxx | xxx |
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+ | hr | recommendation | 36.3 | xxx | xxx | xxx |
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+ | hr | regulation | 2139.6 | xxx | xxx | xxx |
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+ | hu | caselaw | 1138.2 | xxx | xxx | xxx |
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+ | hu | decision | 1090.1 | xxx | xxx | xxx |
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+ | hu | directive | 182.5 | xxx | xxx | xxx |
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+ | hu | intagr | 448.6 | xxx | xxx | xxx |
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+ | hu | proposal | 846.3 | xxx | xxx | xxx |
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+ | hu | recommendation | 64.2 | xxx | xxx | xxx |
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+ | hu | regulation | 2509.9 | xxx | xxx | xxx |
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+ | it | caselaw | 1662.0 | xxx | xxx | xxx |
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+ | it | decision | 1349.1 | xxx | xxx | xxx |
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+ | it | directive | 197.8 | xxx | xxx | xxx |
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+ | it | intagr | 500.4 | xxx | xxx | xxx |
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+ | it | proposal | 1385.8 | xxx | xxx | xxx |
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+ | it | recommendation | 98.1 | xxx | xxx | xxx |
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+ | it | regulation | 3687.8 | xxx | xxx | xxx |
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+ | lt | caselaw | 1005.3 | xxx | xxx | xxx |
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+ | lt | decision | 1044.4 | xxx | xxx | xxx |
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+ | lt | directive | 168.8 | xxx | xxx | xxx |
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+ | lt | intagr | 430.8 | xxx | xxx | xxx |
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+ | lt | proposal | 787.2 | xxx | xxx | xxx |
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+ | lt | recommendation | 58.0 | xxx | xxx | xxx |
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+ | lt | regulation | 2562.9 | xxx | xxx | xxx |
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+ | lv | caselaw | 1019.8 | xxx | xxx | xxx |
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+ | lv | decision | 1049.3 | xxx | xxx | xxx |
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+ | lv | directive | 169.8 | xxx | xxx | xxx |
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+ | lv | intagr | 430.6 | xxx | xxx | xxx |
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+ | lv | proposal | 784.4 | xxx | xxx | xxx |
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+ | lv | recommendation | 58.3 | xxx | xxx | xxx |
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+ | lv | regulation | 2483.0 | xxx | xxx | xxx |
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+ | mt | caselaw | 10335.5 | xxx | xxx | xxx |
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+ | mt | decision | 1054.2 | xxx | xxx | xxx |
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+ | mt | directive | 185.6 | xxx | xxx | xxx |
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+ | mt | intagr | 447.4 | xxx | xxx | xxx |
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+ | mt | proposal | 813.4 | xxx | xxx | xxx |
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+ | mt | recommendation | 58.9 | xxx | xxx | xxx |
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+ | mt | regulation | 2586.7 | xxx | xxx | xxx |
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+ | nl | caselaw | 1621.3 | xxx | xxx | xxx |
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+ | nl | decision | 1359.7 | xxx | xxx | xxx |
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+ | nl | directive | 197.9 | xxx | xxx | xxx |
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+ | nl | intagr | 501.6 | xxx | xxx | xxx |
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+ | nl | proposal | 1393.9 | xxx | xxx | xxx |
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+ | nl | recommendation | 99.8 | xxx | xxx | xxx |
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+ | nl | regulation | 3707.5 | xxx | xxx | xxx |
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+ | pl | caselaw | 1087.5 | xxx | xxx | xxx |
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+ | pl | decision | 1067.5 | xxx | xxx | xxx |
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+ | pl | directive | 179.8 | xxx | xxx | xxx |
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+ | pl | intagr | 443.9 | xxx | xxx | xxx |
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+ | pl | proposal | 819.8 | xxx | xxx | xxx |
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+ | pl | recommendation | 61.9 | xxx | xxx | xxx |
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+ | pl | regulation | 2637.9 | xxx | xxx | xxx |
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+ | pt | caselaw | 1553.3 | xxx | xxx | xxx |
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+ | pt | decision | 1246.3 | xxx | xxx | xxx |
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+ | pt | directive | 198.1 | xxx | xxx | xxx |
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+ | pt | intagr | 479.6 | xxx | xxx | xxx |
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+ | pt | proposal | 1238.9 | xxx | xxx | xxx |
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+ | pt | recommendation | 73.1 | xxx | xxx | xxx |
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+ | pt | regulation | 3078.9 | xxx | xxx | xxx |
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+ | ro | caselaw | 990.5 | xxx | xxx | xxx |
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+ | ro | decision | 998.7 | xxx | xxx | xxx |
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+ | ro | directive | 190.6 | xxx | xxx | xxx |
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+ | ro | intagr | 459.6 | xxx | xxx | xxx |
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+ | ro | proposal | 752.1 | xxx | xxx | xxx |
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+ | ro | recommendation | 57.7 | xxx | xxx | xxx |
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+ | ro | regulation | 2546.3 | xxx | xxx | xxx |
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+ | sk | caselaw | 1022.2 | xxx | xxx | xxx |
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+ | sk | decision | 1053.8 | xxx | xxx | xxx |
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+ | sk | directive | 170.5 | xxx | xxx | xxx |
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+ | sk | intagr | 436.3 | xxx | xxx | xxx |
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+ | sk | proposal | 794.5 | xxx | xxx | xxx |
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+ | sk | recommendation | 59.6 | xxx | xxx | xxx |
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+ | sk | regulation | 2577.9 | xxx | xxx | xxx |
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+ | sl | caselaw | 940.7 | xxx | xxx | xxx |
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+ | sl | decision | 1021.6 | xxx | xxx | xxx |
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+ | sl | directive | 159.9 | xxx | xxx | xxx |
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+ | sl | intagr | 420.7 | xxx | xxx | xxx |
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+ | sl | proposal | 751.8 | xxx | xxx | xxx |
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+ | sl | recommendation | 56.0 | xxx | xxx | xxx |
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+ | sl | regulation | 2527.7 | xxx | xxx | xxx |
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+ | sv | caselaw | 1398.3 | xxx | xxx | xxx |
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+ | sv | decision | 1146.0 | xxx | xxx | xxx |
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+ | sv | directive | 178.5 | xxx | xxx | xxx |
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+ | sv | intagr | 441.8 | xxx | xxx | xxx |
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+ | sv | proposal | 971.2 | xxx | xxx | xxx |
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+ | sv | recommendation | 71.1 | xxx | xxx | xxx |
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+ | sv | regulation | 2751.9 | xxx | xxx | xxx |
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+ | total | total | 178778.9 | xxx | xxx | xxx |
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+
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  ### Data Fields
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  [More Information Needed]
 
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  ## Dataset Creation
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+
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  ### Curation Rationale
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  [More Information Needed]
 
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300
  #### Initial Data Collection and Normalization
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+ The data has been downloaded using the R package [eurlex](https://cran.r-project.org/web/packages/eurlex/vignettes/eurlexpkg.html) between June and August 2022.
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+
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  #### Who are the source language producers?
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