Datasets:

joelniklaus
/

eurlex_resources

	---
	annotations_creators:
	- other
	language_creators:
	- found
	language:
	- bg
	- cs
	- da
	- de
	- el
	- en
	- es
	- et
	- fi
	- fr
	- ga
	- hr
	- hu
	- it
	- lt
	- lv
	- mt
	- nl
	- pl
	- pt
	- ro
	- sk
	- sl
	- sv
	license:
	- cc-by-4.0
	multilinguality:
	- multilingual
	paperswithcode_id: null
	pretty_name: "EurlexResources: A Corpus Covering the Largest EURLEX Resources"
	size_categories:
	- 1M<n<10M
	source_datasets:
	- original
	task_categories:
	- fill-mask

	---

	# Dataset Card for EurlexResources: A Corpus Covering the Largest EURLEX Resources

	## Table of Contents

	- [Table of Contents](#table-of-contents)
	- [Dataset Description](#dataset-description)
	- [Dataset Summary](#dataset-summary)
	- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
	- [Languages](#languages)
	- [Dataset Structure](#dataset-structure)
	- [Data Instances](#data-instances)
	- [Data Fields](#data-fields)
	- [Data Splits](#data-splits)
	- [Dataset Creation](#dataset-creation)
	- [Curation Rationale](#curation-rationale)
	- [Source Data](#source-data)
	- [Annotations](#annotations)
	- [Personal and Sensitive Information](#personal-and-sensitive-information)
	- [Considerations for Using the Data](#considerations-for-using-the-data)
	- [Social Impact of Dataset](#social-impact-of-dataset)
	- [Discussion of Biases](#discussion-of-biases)
	- [Other Known Limitations](#other-known-limitations)
	- [Additional Information](#additional-information)
	- [Dataset Curators](#dataset-curators)
	- [Licensing Information](#licensing-information)
	- [Citation Information](#citation-information)
	- [Contributions](#contributions)

	## Dataset Description

	- Homepage:
	- Repository: [GitHub](https://github.com/JoelNiklaus/LegalDatasets/tree/main/pretrain/eurlex)
	- Paper:
	- Leaderboard:
	- Point of Contact: [Joel Niklaus](mailto:[email protected])

	### Dataset Summary

	This dataset contains large text resources (~179GB in total) from EURLEX that can be used for pretraining language models.

	Use the dataset like this:
	```python
	from datasets import load_dataset
	config = "de_caselaw" # {lang}_{resource}
	dataset = load_dataset("joelito/eurlex_resources", config, split='train', streaming=True)
	```

	### Supported Tasks and Leaderboards

	The dataset supports the task of masked language modeling.

	### Languages

	The following languages are supported: bg, cs, da, de, el, en, es, et, fi, fr, ga, hr, hu, it, lt, lv, mt, nl, pl, pt, ro, sk, sl, sv

	## Dataset Structure

	### Data Instances

	The file format is jsonl.xz and there is one split available ("train").
	The following resource types are supported: caselaw, decision, directive, intagr, proposal, recommendation, regulation

	More information about the resource types can be found here:
	- Caselaw: [EU](https://eur-lex.europa.eu/collection/eu-law/eu-case-law.html)
	- Decision: [EU](https://eur-lex.europa.eu/EN/legal-content/summary/european-union-decisions.html), [Wikipedia](https://en.wikipedia.org/wiki/Decision_(European_Union))
	- Directive: [EU](https://european-union.europa.eu/institutions-law-budget/law/types-legislation_en), [Wikipedia](https://en.wikipedia.org/wiki/Directive_(European_Union))
	- Recommendation: [EU](https://eur-lex.europa.eu/EN/legal-content/glossary/recommendation.html), [Wikipedia](https://en.wikipedia.org/wiki/Recommendation_(European_Union))
	- Regulation: [EU](https://european-union.europa.eu/institutions-law-budget/law/types-legislation_en), [Wikipedia](https://en.wikipedia.org/wiki/Regulation_(European_Union))
	- Intagr: [EU](https://eur-lex.europa.eu/collection/eu-law/inter-agree.html), [Wikipedia](https://en.wikipedia.org/wiki/Treaties_of_the_European_Union)
	- Proposal: No resource found


	\| Source \| Size (MB) \| Words \| Documents \| Words/Document \|
	\|:-------------------\|------------:\|------------:\|------------:\|-----------------:\|
	\| all_all \| 180668 \| 12106556233 \| 8306749 \| 1457 \|
	\| all_caselaw \| 34939 \| 3413551598 \| 2487794 \| 1372 \|
	\| all_decision \| 28519 \| 1698585620 \| 1267402 \| 1340 \|
	\| all_directive \| 4786 \| 368577940 \| 104187 \| 3537 \|
	\| all_intagr \| 11421 \| 743271516 \| 274485 \| 2707 \|
	\| all_proposal \| 26526 \| 2087989530 \| 702392 \| 2972 \|
	\| all_recommendation \| 1886 \| 164979037 \| 80277 \| 2055 \|
	\| all_regulation \| 72590 \| 3629600992 \| 3390212 \| 1070 \|
	\| bg_all \| 7819 \| 398067053 \| 348691 \| 1141 \|
	\| bg_caselaw \| 1588 \| 109749174 \| 104434 \| 1050 \|
	\| bg_decision \| 1248 \| 58817972 \| 54075 \| 1087 \|
	\| bg_directive \| 263 \| 15731608 \| 4388 \| 3585 \|
	\| bg_intagr \| 603 \| 31292848 \| 11581 \| 2702 \|
	\| bg_proposal \| 1083 \| 60674956 \| 29251 \| 2074 \|
	\| bg_recommendation \| 89 \| 5588991 \| 3321 \| 1682 \|
	\| bg_regulation \| 2943 \| 116211504 \| 141641 \| 820 \|
	\| cs_all \| 8360 \| 471961631 \| 449793 \| 1049 \|
	\| cs_caselaw \| 1163 \| 110005022 \| 104519 \| 1052 \|
	\| cs_decision \| 1102 \| 58921128 \| 54075 \| 1089 \|
	\| cs_directive \| 186 \| 13951134 \| 4388 \| 3179 \|
	\| cs_intagr \| 449 \| 28106332 \| 11581 \| 2426 \|
	\| cs_proposal \| 840 \| 61838692 \| 29252 \| 2113 \|
	\| cs_recommendation \| 64 \| 5416549 \| 3323 \| 1630 \|
	\| cs_regulation \| 4557 \| 193722774 \| 242655 \| 798 \|
	\| da_all \| 8932 \| 671484862 \| 332500 \| 2019 \|
	\| da_caselaw \| 1746 \| 185589641 \| 88234 \| 2103 \|
	\| da_decision \| 1356 \| 89498535 \| 54085 \| 1654 \|
	\| da_directive \| 207 \| 17525792 \| 4388 \| 3994 \|
	\| da_intagr \| 506 \| 35596169 \| 11582 \| 3073 \|
	\| da_proposal \| 1399 \| 119759476 \| 29257 \| 4093 \|
	\| da_recommendation \| 100 \| 9463897 \| 3352 \| 2823 \|
	\| da_regulation \| 3618 \| 214051352 \| 141602 \| 1511 \|
	\| de_all \| 9607 \| 695512401 \| 348290 \| 1996 \|
	\| de_caselaw \| 1930 \| 193232441 \| 104228 \| 1853 \|
	\| de_decision \| 1449 \| 93688222 \| 53980 \| 1735 \|
	\| de_directive \| 218 \| 17337760 \| 4385 \| 3953 \|
	\| de_intagr \| 531 \| 36791153 \| 11580 \| 3177 \|
	\| de_proposal \| 1556 \| 126987454 \| 29219 \| 4346 \|
	\| de_recommendation \| 109 \| 9608034 \| 3318 \| 2895 \|
	\| de_regulation \| 3813 \| 217867337 \| 141580 \| 1538 \|
	\| el_all \| 12469 \| 696216541 \| 349667 \| 1991 \|
	\| el_caselaw \| 2951 \| 202027703 \| 105138 \| 1921 \|
	\| el_decision \| 1823 \| 94919886 \| 54150 \| 1752 \|
	\| el_directive \| 321 \| 19411959 \| 4390 \| 4421 \|
	\| el_intagr \| 701 \| 38965777 \| 11584 \| 3363 \|
	\| el_proposal \| 2085 \| 128005737 \| 29290 \| 4370 \|
	\| el_recommendation \| 145 \| 9344866 \| 3357 \| 2783 \|
	\| el_regulation \| 4443 \| 203540613 \| 141758 \| 1435 \|
	\| en_all \| 9217 \| 769465561 \| 348641 \| 2207 \|
	\| en_caselaw \| 1846 \| 222891827 \| 104422 \| 2134 \|
	\| en_decision \| 1504 \| 114626013 \| 54054 \| 2120 \|
	\| en_directive \| 204 \| 18860876 \| 4388 \| 4298 \|
	\| en_intagr \| 499 \| 39029843 \| 11581 \| 3370 \|
	\| en_proposal \| 1538 \| 140781768 \| 29242 \| 4814 \|
	\| en_recommendation \| 97 \| 10091809 \| 3320 \| 3039 \|
	\| en_regulation \| 3530 \| 223183425 \| 141634 \| 1575 \|
	\| es_all \| 8588 \| 725125274 \| 348443 \| 2081 \|
	\| es_caselaw \| 1870 \| 220621730 \| 104312 \| 2115 \|
	\| es_decision \| 1334 \| 98163499 \| 54001 \| 1817 \|
	\| es_directive \| 221 \| 21484479 \| 4385 \| 4899 \|
	\| es_intagr \| 516 \| 41841805 \| 11581 \| 3612 \|
	\| es_proposal \| 1366 \| 133674486 \| 29224 \| 4574 \|
	\| es_recommendation \| 82 \| 8864018 \| 3319 \| 2670 \|
	\| es_regulation \| 3199 \| 200475257 \| 141621 \| 1415 \|
	\| et_all \| 6090 \| 328068754 \| 349615 \| 938 \|
	\| et_caselaw \| 1074 \| 93096396 \| 105111 \| 885 \|
	\| et_decision \| 1069 \| 50752324 \| 54159 \| 937 \|
	\| et_directive \| 177 \| 11555930 \| 4390 \| 2632 \|
	\| et_intagr \| 436 \| 24018147 \| 11584 \| 2073 \|
	\| et_proposal \| 810 \| 51600852 \| 29283 \| 1762 \|
	\| et_recommendation \| 61 \| 4451369 \| 3355 \| 1326 \|
	\| et_regulation \| 2464 \| 92593736 \| 141733 \| 653 \|
	\| fi_all \| 7346 \| 404265224 \| 349633 \| 1156 \|
	\| fi_caselaw \| 1596 \| 126525296 \| 105119 \| 1203 \|
	\| fi_decision \| 1227 \| 59659475 \| 54163 \| 1101 \|
	\| fi_directive \| 204 \| 12766491 \| 4389 \| 2908 \|
	\| fi_intagr \| 463 \| 25392311 \| 11584 \| 2192 \|
	\| fi_proposal \| 1075 \| 69198401 \| 29288 \| 2362 \|
	\| fi_recommendation \| 73 \| 5070392 \| 3356 \| 1510 \|
	\| fi_regulation \| 2707 \| 105652858 \| 141734 \| 745 \|
	\| fr_all \| 9937 \| 828959218 \| 348295 \| 2380 \|
	\| fr_caselaw \| 2158 \| 246262666 \| 104228 \| 2362 \|
	\| fr_decision \| 1473 \| 108648744 \| 53981 \| 2012 \|
	\| fr_directive \| 222 \| 20308801 \| 4385 \| 4631 \|
	\| fr_intagr \| 536 \| 41986012 \| 11580 \| 3625 \|
	\| fr_proposal \| 1592 \| 149134298 \| 29218 \| 5104 \|
	\| fr_recommendation \| 112 \| 11510415 \| 3318 \| 3469 \|
	\| fr_regulation \| 3845 \| 251108282 \| 141585 \| 1773 \|
	\| ga_all \| 1028 \| 65030095 \| 349778 \| 185 \|
	\| ga_caselaw \| 11 \| 696305 \| 105205 \| 6 \|
	\| ga_decision \| 87 \| 4415457 \| 54189 \| 81 \|
	\| ga_directive \| 18 \| 1512027 \| 4390 \| 344 \|
	\| ga_intagr \| 19 \| 1820723 \| 11586 \| 157 \|
	\| ga_proposal \| 289 \| 26106889 \| 29298 \| 891 \|
	\| ga_recommendation \| 10 \| 902390 \| 3361 \| 268 \|
	\| ga_regulation \| 594 \| 29576304 \| 141749 \| 208 \|
	\| hr_all \| 4594 \| 258816068 \| 348691 \| 742 \|
	\| hr_caselaw \| 617 \| 62432734 \| 104434 \| 597 \|
	\| hr_decision \| 596 \| 31911903 \| 54075 \| 590 \|
	\| hr_directive \| 156 \| 10855913 \| 4388 \| 2474 \|
	\| hr_intagr \| 450 \| 24962086 \| 11581 \| 2155 \|
	\| hr_proposal \| 552 \| 33437815 \| 29251 \| 1143 \|
	\| hr_recommendation \| 40 \| 3612247 \| 3321 \| 1087 \|
	\| hr_regulation \| 2183 \| 91603370 \| 141641 \| 646 \|
	\| hu_all \| 6653 \| 375253894 \| 349605 \| 1073 \|
	\| hu_caselaw \| 1278 \| 110179375 \| 105144 \| 1047 \|
	\| hu_decision \| 1147 \| 57108172 \| 54156 \| 1054 \|
	\| hu_directive \| 200 \| 13568304 \| 4389 \| 3091 \|
	\| hu_intagr \| 470 \| 27258501 \| 11586 \| 2352 \|
	\| hu_proposal \| 912 \| 60882750 \| 29291 \| 2078 \|
	\| hu_recommendation \| 70 \| 5312868 \| 3357 \| 1582 \|
	\| hu_regulation \| 2576 \| 100943924 \| 141682 \| 712 \|
	\| it_all \| 9586 \| 768605772 \| 333631 \| 2303 \|
	\| it_caselaw \| 1889 \| 206117726 \| 89560 \| 2301 \|
	\| it_decision \| 1445 \| 102848859 \| 53983 \| 1905 \|
	\| it_directive \| 217 \| 19687773 \| 4385 \| 4489 \|
	\| it_intagr \| 528 \| 40134330 \| 11580 \| 3465 \|
	\| it_proposal \| 1533 \| 140713925 \| 29218 \| 4816 \|
	\| it_recommendation \| 109 \| 10923431 \| 3318 \| 3292 \|
	\| it_regulation \| 3865 \| 248179728 \| 141587 \| 1752 \|
	\| lt_all \| 6400 \| 364361783 \| 200565 \| 1816 \|
	\| lt_caselaw \| 1137 \| 101808706 \| 105477 \| 965 \|
	\| lt_decision \| 1096 \| 55850308 \| 21990 \| 2539 \|
	\| lt_directive \| 185 \| 13078983 \| 3239 \| 4037 \|
	\| lt_intagr \| 452 \| 27009631 \| 7481 \| 3610 \|
	\| lt_proposal \| 850 \| 58553579 \| 29272 \| 2000 \|
	\| lt_recommendation \| 64 \| 5121089 \| 3363 \| 1522 \|
	\| lt_regulation \| 2617 \| 102939487 \| 29743 \| 3460 \|
	\| lv_all \| 6349 \| 363239195 \| 349919 \| 1038 \|
	\| lv_caselaw \| 1153 \| 103456811 \| 105242 \| 983 \|
	\| lv_decision \| 1103 \| 55512944 \| 54224 \| 1023 \|
	\| lv_directive \| 186 \| 13023024 \| 4392 \| 2965 \|
	\| lv_intagr \| 452 \| 26693107 \| 11630 \| 2295 \|
	\| lv_proposal \| 96 \| 58176216 \| 29298 \| 1985 \|
	\| lv_recommendation \| 64 \| 5074494 \| 3361 \| 1509 \|
	\| lv_regulation \| 2545 \| 101302599 \| 141772 \| 714 \|
	\| mt_all \| 6540 \| 367834815 \| 350292 \| 1050 \|
	\| mt_caselaw \| 1164 \| 100423543 \| 105479 \| 952 \|
	\| mt_decision \| 1109 \| 55239141 \| 54280 \| 1017 \|
	\| mt_directive \| 203 \| 14355266 \| 4392 \| 3268 \|
	\| mt_intagr \| 470 \| 27701991 \| 11675 \| 2372 \|
	\| mt_proposal \| 878 \| 59749277 \| 29274 \| 2041 \|
	\| mt_recommendation \| 65 \| 5039600 \| 3363 \| 1498 \|
	\| mt_regulation \| 2650 \| 105325997 \| 141829 \| 742 \|
	\| nl_all \| 9586 \| 770312808 \| 349407 \| 2204 \|
	\| nl_caselaw \| 1847 \| 206271837 \| 105005 \| 1964 \|
	\| nl_decision \| 1456 \| 104060901 \| 54152 \| 1921 \|
	\| nl_directive \| 217 \| 19529361 \| 4388 \| 4450 \|
	\| nl_intagr \| 529 \| 40247634 \| 11584 \| 3474 \|
	\| nl_proposal \| 1540 \| 141258274 \| 29279 \| 4824 \|
	\| nl_recommendation \| 111 \| 11002405 \| 3355 \| 3279 \|
	\| nl_regulation \| 3886 \| 247942396 \| 141644 \| 1750 \|
	\| pl_all \| 6677 \| 406648795 \| 350349 \| 1160 \|
	\| pl_caselaw \| 1231 \| 115824759 \| 105479 \| 1098 \|
	\| pl_decision \| 1125 \| 60407576 \| 54287 \| 1112 \|
	\| pl_directive \| 197 \| 14672157 \| 4392 \| 3340 \|
	\| pl_intagr \| 466 \| 28543668 \| 11680 \| 2443 \|
	\| pl_proposal \| 886 \| 64728230 \| 29317 \| 2207 \|
	\| pl_recommendation \| 68 \| 5769893 \| 3363 \| 1715 \|
	\| pl_regulation \| 2703 \| 116702512 \| 141831 \| 822 \|
	\| pt_all \| 8450 \| 675152149 \| 348449 \| 1937 \|
	\| pt_caselaw \| 1763 \| 198084937 \| 104312 \| 1898 \|
	\| pt_decision \| 1327 \| 93278293 \| 54007 \| 1727 \|
	\| pt_directive \| 217 \| 19831549 \| 4385 \| 4522 \|
	\| pt_intagr \| 504 \| 37999753 \| 11581 \| 3281 \|
	\| pt_proposal \| 1361 \| 127461782 \| 29224 \| 4361 \|
	\| pt_recommendation \| 81 \| 8396661 \| 3319 \| 2529 \|
	\| pt_regulation \| 3197 \| 190099174 \| 141621 \| 1342 \|
	\| ro_all \| 6315 \| 415038571 \| 350300 \| 1184 \|
	\| ro_caselaw \| 1110 \| 114780999 \| 105516 \| 1087 \|
	\| ro_decision \| 1047 \| 59479553 \| 54281 \| 1095 \|
	\| ro_directive \| 206 \| 16101628 \| 4392 \| 3666 \|
	\| ro_intagr \| 481 \| 31497000 \| 11675 \| 2697 \|
	\| ro_proposal \| 805 \| 62130419 \| 29274 \| 2122 \|
	\| ro_recommendation \| 63 \| 5977913 \| 3363 \| 1777 \|
	\| ro_regulation \| 2603 \| 125071059 \| 141799 \| 882 \|
	\| sk_all \| 6484 \| 392235510 \| 350570 \| 1118 \|
	\| sk_caselaw \| 1160 \| 110125141 \| 105608 \| 1042 \|
	\| sk_decision \| 1111 \| 59576875 \| 54349 \| 1096 \|
	\| sk_directive \| 188 \| 14132755 \| 4393 \| 3217 \|
	\| sk_intagr \| 458 \| 28298155 \| 11676 \| 2423 \|
	\| sk_proposal \| 859 \| 63726047 \| 29290 \| 2175 \|
	\| sk_recommendation \| 66 \| 5654790 \| 3364 \| 1680 \|
	\| sk_regulation \| 2642 \| 110721747 \| 141890 \| 780 \|
	\| sl_all \| 6222 \| 394814289 \| 350574 \| 1126 \|
	\| sl_caselaw \| 1071 \| 111238184 \| 105608 \| 1053 \|
	\| sl_decision \| 1075 \| 59454906 \| 54349 \| 1093 \|
	\| sl_directive \| 176 \| 13908097 \| 4393 \| 3165 \|
	\| sl_intagr \| 441 \| 28239078 \| 11676 \| 2418 \|
	\| sl_proposal \| 812 \| 63391970 \| 29290 \| 2164 \|
	\| sl_recommendation \| 62 \| 5628775 \| 3364 \| 1673 \|
	\| sl_regulation \| 2585 \| 112953279 \| 141894 \| 796 \|
	\| sv_all \| 7419 \| 500085970 \| 351051 \| 1424 \|
	\| sv_caselaw \| 1585 \| 162108645 \| 105980 \| 1529 \|
	\| sv_decision \| 1213 \| 71744934 \| 54357 \| 1319 \|
	\| sv_directive \| 195 \| 15386273 \| 4393 \| 3502 \|
	\| sv_intagr \| 463 \| 29845462 \| 11676 \| 2556 \|
	\| sv_proposal \| 1059 \| 86016237 \| 29292 \| 2936 \|
	\| sv_recommendation \| 79 \| 7152141 \| 3366 \| 2124 \|
	\| sv_regulation \| 2825 \| 127832278 \| 141987 \| 900 \|

	### Data Fields

	[More Information Needed]

	### Data Splits

	[More Information Needed]

	## Dataset Creation


	### Curation Rationale

	[More Information Needed]

	### Source Data

	#### Initial Data Collection and Normalization

	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.


	#### Who are the source language producers?

	[More Information Needed]


	### Annotations

	#### Annotation process

	[More Information Needed]

	#### Who are the annotators?

	[More Information Needed]

	### Personal and Sensitive Information

	[More Information Needed]

	## Considerations for Using the Data

	### Social Impact of Dataset

	[More Information Needed]

	### Discussion of Biases

	[More Information Needed]

	### Other Known Limitations

	[More Information Needed]

	## Additional Information

	### Dataset Curators

	[More Information Needed]

	### Licensing Information

	[More Information Needed]

	### Citation Information

	[More Information Needed]

	### Contributions

	Thanks to [@JoelNiklaus](https://github.com/joelniklaus) for adding this dataset.