--- YAML tags: annotations_creators: - no-annotation language_creators: - found language: - en - nb - no - nn - sv - da - is - fo license: - other multilinguality: - multilingual pretty_name: NCC size_categories: - 2G onefile.json.gz ```
List of all the files. * [train-shard-0001-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0001-of-0046.json.gz) * [train-shard-0002-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0002-of-0046.json.gz) * [train-shard-0003-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0003-of-0046.json.gz) * [train-shard-0004-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0004-of-0046.json.gz) * [train-shard-0005-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0005-of-0046.json.gz) * [train-shard-0006-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0006-of-0046.json.gz) * [train-shard-0007-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0007-of-0046.json.gz) * [train-shard-0008-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0008-of-0046.json.gz) * [train-shard-0009-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0009-of-0046.json.gz) * [train-shard-0010-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0010-of-0046.json.gz) * [train-shard-0011-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0011-of-0046.json.gz) * [train-shard-0012-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0012-of-0046.json.gz) * [train-shard-0013-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0013-of-0046.json.gz) * [train-shard-0014-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0014-of-0046.json.gz) * [train-shard-0015-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0015-of-0046.json.gz) * [train-shard-0016-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0016-of-0046.json.gz) * [train-shard-0017-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0017-of-0046.json.gz) * [train-shard-0018-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0018-of-0046.json.gz) * [train-shard-0019-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0019-of-0046.json.gz) * [train-shard-0020-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0020-of-0046.json.gz) * [train-shard-0021-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0021-of-0046.json.gz) * [train-shard-0022-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0022-of-0046.json.gz) * [train-shard-0023-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0023-of-0046.json.gz) * [train-shard-0024-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0024-of-0046.json.gz) * [train-shard-0025-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0025-of-0046.json.gz) * [train-shard-0026-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0026-of-0046.json.gz) * [train-shard-0027-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0027-of-0046.json.gz) * [train-shard-0028-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0028-of-0046.json.gz) * [train-shard-0029-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0029-of-0046.json.gz) * [train-shard-0030-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0030-of-0046.json.gz) * [train-shard-0031-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0031-of-0046.json.gz) * [train-shard-0032-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0032-of-0046.json.gz) * [train-shard-0033-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0033-of-0046.json.gz) * [train-shard-0034-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0034-of-0046.json.gz) * [train-shard-0035-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0035-of-0046.json.gz) * [train-shard-0036-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0036-of-0046.json.gz) * [train-shard-0037-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0037-of-0046.json.gz) * [train-shard-0038-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0038-of-0046.json.gz) * [train-shard-0039-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0039-of-0046.json.gz) * [train-shard-0040-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0040-of-0046.json.gz) * [train-shard-0041-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0041-of-0046.json.gz) * [train-shard-0042-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0042-of-0046.json.gz) * [train-shard-0043-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0043-of-0046.json.gz) * [train-shard-0044-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0044-of-0046.json.gz) * [train-shard-0045-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0045-of-0046.json.gz) * [train-shard-0046-of-0046](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/train-shard-0046-of-0046.json.gz) * [validation-shard-0001-of-0001](https://huggingface.co/datasets/NbAiLab/NCC/resolve/main/data/validation-shard-0001-of-0001.json.gz)
### Dataset Summary The NCC dataset contains json lines with language training data. Here is an example json line: ```json { "id": "1006205", "doc_type": "cc100", "publish_year": 2021, "lang_fasttext": "nn", "lang_fasttext_conf": "0.641", "text": "Eg har ein PLAN! KOS deg og ha ei fin helg" } ``` ## Data Fields |**id:** | String with id to source of line and a unique identifier| |:-----------|:------------| |**doc_type** | String describing type of media text extracted from (I.e. book,newspaper etc)| |**publish_year** | Integer. The year text published. When year is undetermined it is set to 2021.| |**lang_fasttext** | String. Language of text identified by FastText| |**lang_fasttext_conf** | String. Confidence calculated by FastText| |**text** | String. The complete utf-8 document. If longer than 1M characters it is split.| ### Dataset Creation We are providing a **train** and a **validation** split. The standard size of the validation is a single 1GB file, while train is sharded in 1GB chunks. All files are gzipped. Build date: 21012022 #### Initial Data Collection and Curation The procedure for the dataset creation is described in detail in our paper. ### Summary | Words | Documents | Words/Document | |--------------:|------------:|-----------------:| | 6,905,570,165 | 20,830,348 | 331 | ### Document Types | Source | Words | Documents | Words/Document | |--------------------------------------:|--------------:|------------:|-----------------:| | newspaper_ocr | 1,974,452,883 | 9,872,470 | 199 | | parliament | 1,273,353,169 | 9,321 | 136,611 | | books | 842,936,050 | 23,708 | 35,554 | | newspapers_online_nb | 487,189,627 | 3,446,348 | 141 | | maalfrid_regjeringen | 360,349,242 | 919,902 | 391 | | maalfrid_ssb | 279,732,847 | 851,982 | 328 | | maalfrid_uio | 181,916,296 | 771,480 | 235 | | government_nb | 134,127,104 | 3,476 | 38,586 | | wikipedia_download_nbo | 110,845,615 | 523,593 | 211 | | maalfrid_fylkesmannen | 102,849,898 | 463,021 | 222 | | publicreports | 78,347,879 | 3,298 | 23,756 | | maalfrid_nve | 66,656,315 | 301,966 | 220 | | maalfrid_patentstyret | 64,985,154 | 213,991 | 303 | | maalfrid_ntnu | 57,803,460 | 199,307 | 290 | | newspapers_online_nn | 42,205,558 | 167,347 | 252 | | lovdata_cd_odelsting_2005 | 36,370,948 | 1,933 | 18,815 | | maalfrid_vegvesen | 33,431,887 | 166,203 | 201 | | maalfrid_fhi | 32,784,098 | 144,363 | 227 | | maalfrid_norad | 32,720,034 | 93,097 | 351 | | maalfrid_skatteetaten | 32,567,691 | 82,589 | 394 | | maalfrid_uib | 28,425,322 | 115,729 | 245 | | wikipedia_download_nno | 27,061,858 | 143,265 | 188 | | maalfrid_forskningsradet | 24,076,984 | 73,368 | 328 | | maalfrid_nasjonalparkstyre | 21,309,995 | 93,871 | 227 | | government_nn | 18,316,345 | 1,063 | 17,230 | | maalfrid_nmbu | 18,082,476 | 69,719 | 259 | | maalfrid_oslomet | 17,710,771 | 47,022 | 376 | | maalfrid_domstol | 16,678,270 | 51,038 | 326 | | maalfrid_banenor | 16,445,420 | 70,360 | 233 | | maalfrid_nav | 16,272,635 | 74,101 | 219 | | maalfrid_landbruksdirektoratet | 13,119,567 | 47,983 | 273 | | maalfrid_helsedirektoratet | 13,008,787 | 49,344 | 263 | | maalfrid_nokut | 10,101,424 | 38,552 | 262 | | maalfrid_hi | 10,046,751 | 39,065 | 257 | | maalfrid_norges-bank | 9,924,489 | 37,171 | 266 | | maalfrid_udir | 9,868,345 | 38,736 | 254 | | maalfrid_vkm | 9,824,529 | 32,230 | 304 | | maalfrid_nbim | 9,629,725 | 18,131 | 531 | | maalfrid_miljodirektoratet | 9,496,631 | 34,711 | 273 | | maalfrid_distriktssenteret | 9,375,506 | 38,525 | 243 | | maalfrid_ngu | 9,231,905 | 34,619 | 266 | | maalfrid_ptil | 9,214,434 | 34,250 | 269 | | maalfrid_nord | 8,992,352 | 44,800 | 200 | | maalfrid_fiskeridir | 8,297,897 | 33,446 | 248 | | maalfrid_hivolda | 7,820,709 | 26,473 | 295 | | maalfrid_difi | 7,789,290 | 35,733 | 217 | | maalfrid_mattilsynet | 7,492,831 | 27,002 | 277 | | maalfrid_havarikommisjonen | 7,440,410 | 24,989 | 297 | | maalfrid_kulturradet | 7,196,423 | 22,437 | 320 | | maalfrid_ks | 6,915,503 | 27,439 | 252 | | maalfrid_kystverket | 6,713,070 | 30,975 | 216 | | maalfrid_udi | 6,433,540 | 19,134 | 336 | | maalfrid_uia | 5,964,644 | 23,861 | 249 | | maalfrid_hjelpemiddeldatabasen | 5,892,662 | 34,192 | 172 | | maalfrid_khrono | 5,859,186 | 19,970 | 293 | | maalfrid_helsetilsynet | 5,803,000 | 18,365 | 315 | | maalfrid_moreforsk | 5,622,025 | 21,579 | 260 | | maalfrid_jernbanedirektoratet | 5,461,268 | 21,666 | 252 | | maalfrid_veiviseren | 5,316,521 | 18,026 | 294 | | lovdata_cd_somb_rundskriv_2005 | 5,264,746 | 3,215 | 1,637 | | maalfrid_dsb | 5,199,259 | 17,814 | 291 | | lovdata_cd_sentrale_forskrifter_2005 | 5,037,694 | 11,467 | 439 | | maalfrid_husbanken | 4,711,069 | 15,053 | 312 | | maalfrid_legemiddelverket | 4,689,988 | 20,192 | 232 | | maalfrid_vetinst | 4,674,951 | 14,492 | 322 | | maalfrid_imdi | 4,636,355 | 15,290 | 303 | | maalfrid_forsvarsbygg | 4,567,318 | 18,886 | 241 | | maalfrid_sdir | 4,540,110 | 15,202 | 298 | | maalfrid_konkurransetilsynet | 4,512,807 | 12,617 | 357 | | maalfrid_dsa | 4,498,837 | 15,898 | 282 | | maalfrid_arkivverket | 4,493,280 | 16,515 | 272 | | maalfrid_hiof | 4,473,731 | 23,119 | 193 | | maalfrid_ehelse | 4,379,984 | 22,553 | 194 | | maalfrid_inn | 4,326,704 | 26,277 | 164 | | maalfrid_klagenemndssekretariatet | 4,181,685 | 11,916 | 350 | | maalfrid_sprakradet | 4,097,815 | 15,187 | 269 | | maalfrid_dibk | 3,967,428 | 15,509 | 255 | | maalfrid_nhh | 3,962,033 | 15,678 | 252 | | maalfrid_kartverket | 3,732,184 | 18,710 | 199 | | maalfrid_riksrevisjonen | 3,680,555 | 10,922 | 336 | | maalfrid_toll | 3,510,061 | 13,777 | 254 | | maalfrid_nibio | 3,456,026 | 17,104 | 202 | | maalfrid_met | 3,446,762 | 18,282 | 188 | | maalfrid_bufdir | 3,354,740 | 11,470 | 292 | | maalfrid_artsdatabanken | 3,193,511 | 9,009 | 354 | | maalfrid_politiet | 3,167,395 | 10,501 | 301 | | maalfrid_nkom | 3,127,687 | 10,002 | 312 | | maalfrid_vestlandfylke | 3,060,166 | 12,075 | 253 | | maalfrid_uis | 2,924,821 | 9,838 | 297 | | maalfrid_sykkelbynettverket | 2,820,702 | 11,818 | 238 | | maalfrid_nlr | 2,646,014 | 15,851 | 166 | | maalfrid_seniorporten | 2,616,054 | 8,111 | 322 | | maalfrid_npd | 2,597,831 | 10,742 | 241 | | maalfrid_aldringoghelse | 2,430,767 | 6,788 | 358 | | maalfrid_custompublish | 2,430,747 | 9,184 | 264 | | maalfrid_bioteknologiradet | 2,393,891 | 5,996 | 399 | | maalfrid_arbeidstilsynet | 2,379,597 | 6,882 | 345 | | maalfrid_nyemetoder | 2,376,468 | 10,771 | 220 | | maalfrid_riksantikvaren | 2,257,491 | 8,756 | 257 | | maalfrid_sjt | 2,238,168 | 11,189 | 200 | | lovdata_cd_lokaleforskrifter_2005 | 2,176,221 | 22,274 | 97 | | maalfrid_hvl | 2,149,292 | 9,395 | 228 | | maalfrid_luftfartstilsynet | 2,101,272 | 9,866 | 212 | | maalfrid_dfo | 2,073,203 | 9,165 | 226 | | maalfrid_ldo | 2,047,969 | 7,299 | 280 | | maalfrid_kompetansenorge | 1,952,035 | 10,245 | 190 | | maalfrid_forbrukerradet | 1,945,089 | 7,330 | 265 | | maalfrid_himolde | 1,913,699 | 9,975 | 191 | | maalfrid_usn | 1,793,297 | 7,403 | 242 | | lovdata_cd_norgeslover_2005 | 1,760,884 | 1,386 | 1,270 | | maalfrid_naku | 1,754,510 | 5,239 | 334 | | maalfrid_medietilsynet | 1,608,424 | 6,611 | 243 | | maalfrid_matematikksenteret | 1,567,505 | 7,298 | 214 | | maalfrid_forskningsetikk | 1,545,336 | 5,545 | 278 | | maalfrid_diku | 1,542,929 | 6,241 | 247 | | maalfrid_godeidrettsanlegg | 1,506,577 | 6,115 | 246 | | maalfrid_dirmin | 1,467,255 | 5,303 | 276 | | maalfrid_diskrimineringsnemnda | 1,463,291 | 4,168 | 351 | | maalfrid_naturfag | 1,450,662 | 5,976 | 242 | | maalfrid_arbeidsretten | 1,440,074 | 4,754 | 302 | | lovdata_cd_rtv_rundskriv_2005 | 1,366,872 | 9,596 | 142 | | maalfrid_fellesstudentsystem | 1,359,292 | 10,321 | 131 | | maalfrid_nupi | 1,286,395 | 5,491 | 234 | | maalfrid_kriminalitetsforebygging | 1,201,477 | 4,667 | 257 | | maalfrid_anskaffelser | 1,187,544 | 5,479 | 216 | | maalfrid_folketrygdfondet | 1,183,502 | 4,253 | 278 | | maalfrid_miljopakken | 1,170,252 | 5,513 | 212 | | maalfrid_nih | 1,116,791 | 5,271 | 211 | | maalfrid_statsbygg | 1,103,635 | 4,439 | 248 | | lovdata_cd_skatt_rundskriv_2005 | 1,102,142 | 398 | 2,769 | | maalfrid_nb | 1,055,200 | 4,135 | 255 | | maalfrid_npolar | 1,051,181 | 2,653 | 396 | | maalfrid_unit | 1,049,621 | 6,329 | 165 | | maalfrid_valgdirektoratet | 1,009,941 | 9,131 | 110 | | maalfrid_barneombudet | 980,751 | 2,807 | 349 | | maalfrid_datatilsynet | 974,679 | 2,965 | 328 | | maalfrid_lottstift | 959,590 | 3,578 | 268 | | maalfrid_aho | 953,568 | 4,528 | 210 | | maalfrid_sykehuspartner | 939,625 | 4,579 | 205 | | maalfrid_naturfagsenteret | 897,049 | 3,859 | 232 | | maalfrid_khio | 849,973 | 3,377 | 251 | | maalfrid_spesialenheten | 824,209 | 2,127 | 387 | | maalfrid_xn--miljlftet-o8ab | 803,011 | 3,384 | 237 | | maalfrid_samordnaopptak | 792,595 | 2,368 | 334 | | maalfrid_helsenorge | 780,465 | 3,034 | 257 | | maalfrid_skrivesenteret | 777,204 | 4,161 | 186 | | maalfrid_mareano | 760,645 | 3,724 | 204 | | maalfrid_fiskeridirektoratet | 755,997 | 2,444 | 309 | | maalfrid_sykehusinnkjop | 738,720 | 4,340 | 170 | | maalfrid_matportalen | 630,990 | 2,370 | 266 | | maalfrid_spk | 613,180 | 2,152 | 284 | | maalfrid_justervesenet | 595,014 | 1,904 | 312 | | maalfrid_pasientsikkerhetsprogrammet | 594,399 | 4,684 | 126 | | maalfrid_nhn | 579,713 | 3,581 | 161 | | maalfrid_sshf | 572,570 | 1,897 | 301 | | maalfrid_bibliotekutvikling | 560,126 | 3,216 | 174 | | maalfrid_nysgjerrigper | 559,207 | 3,019 | 185 | | maalfrid_nodnett | 538,021 | 2,689 | 200 | | maalfrid_une | 513,586 | 1,255 | 409 | | maalfrid_giek | 512,569 | 1,796 | 285 | | maalfrid_samas | 501,177 | 2,548 | 196 | | maalfrid_kriminalomsorgen | 496,062 | 1,951 | 254 | | maalfrid_kjonnsforskning | 483,376 | 1,426 | 338 | | maalfrid_kunstkultursenteret | 470,009 | 1,435 | 327 | | lovdata_cd_rundskriv_lovavdeling_2005 | 469,295 | 405 | 1,158 | | maalfrid_nynorsksenteret | 460,165 | 2,085 | 220 | | maalfrid_ceres | 448,920 | 1,950 | 230 | | maalfrid_stami | 445,031 | 1,160 | 383 | | maalfrid_nsm | 442,110 | 1,536 | 287 | | maalfrid_gjenopptakelse | 420,205 | 1,467 | 286 | | maalfrid_nfi | 420,128 | 1,523 | 275 | | maalfrid_nidsenter | 410,785 | 1,631 | 251 | | maalfrid_nasjonalmuseet | 390,036 | 1,087 | 358 | | maalfrid_forbrukertilsynet | 387,579 | 1,227 | 315 | | maalfrid_natursekken | 378,442 | 3,563 | 106 | | maalfrid_fordelingsutvalget | 355,121 | 1,385 | 256 | | maalfrid_digdir | 349,548 | 2,105 | 166 | | maalfrid_forsvaret | 331,183 | 1,215 | 272 | | maalfrid_beccle | 329,568 | 1,517 | 217 | | maalfrid_romsenter | 329,304 | 1,133 | 290 | | maalfrid_geonorge | 301,869 | 1,622 | 186 | | maalfrid_universell | 263,740 | 2,155 | 122 | | maalfrid_ovf | 262,542 | 930 | 282 | | maalfrid_forbrukereuropa | 259,420 | 1,018 | 254 | | maalfrid_politihogskolen | 258,615 | 1,229 | 210 | | maalfrid_vinmonopolet | 245,685 | 671 | 366 | | maalfrid_energimerking | 237,243 | 1,033 | 229 | | maalfrid_ombudsmann | 225,947 | 418 | 540 | | maalfrid_vea-fs | 224,712 | 1,261 | 178 | | maalfrid_traumebevisst | 224,297 | 2,417 | 92 | | maalfrid_npe | 205,102 | 1,000 | 205 | | maalfrid_pkh | 201,503 | 791 | 254 | | maalfrid_helfo | 193,880 | 988 | 196 | | maalfrid_opplaringslovutvalget | 193,590 | 549 | 352 | | maalfrid_regionaleforskningsfond | 187,261 | 989 | 189 | | maalfrid_nafkam | 177,295 | 571 | 310 | | maalfrid_jernbanemagasinet | 174,152 | 412 | 422 | | maalfrid_polarhistorie | 171,386 | 382 | 448 | | maalfrid_aasentunet | 161,626 | 529 | 305 | | maalfrid_riksteatret | 159,991 | 798 | 200 | | maalfrid_realfagsloyper | 157,166 | 748 | 210 | | maalfrid_koro | 153,304 | 574 | 267 | | maalfrid_squarespace | 146,931 | 504 | 291 | | maalfrid_politietssikkerhetstjeneste | 143,781 | 469 | 306 | | maalfrid_unknown | 139,263 | 700 | 198 | | maalfrid_whocc | 121,616 | 656 | 185 | | maalfrid_konfliktraadet | 120,258 | 372 | 323 | | maalfrid_okokrim | 115,842 | 372 | 311 | | maalfrid_brreg | 112,787 | 571 | 197 | | maalfrid_riksmekleren | 110,737 | 558 | 198 | | maalfrid_sismo | 110,700 | 309 | 358 | | maalfrid_radetfordyreetikk | 99,241 | 441 | 225 | | maalfrid_akkreditert | 99,040 | 503 | 196 | | maalfrid_sivilforsvaret | 97,679 | 514 | 190 | | maalfrid_lanekassen | 95,286 | 301 | 316 | | maalfrid_digidel | 95,140 | 607 | 156 | | maalfrid_generaladvokaten | 91,385 | 294 | 310 | | maalfrid_uit | 90,273 | 602 | 149 | | maalfrid_nyinorge | 88,466 | 199 | 444 | | maalfrid_lokforerskolen | 87,224 | 468 | 186 | | maalfrid_varsom | 85,382 | 563 | 151 | | maalfrid_ffi | 80,137 | 220 | 364 | | maalfrid_kulturminnefondet | 79,767 | 411 | 194 | | maalfrid_unesco | 76,951 | 382 | 201 | | maalfrid_yrkesfisker | 74,807 | 501 | 149 | | maalfrid_dekom | 72,148 | 1,307 | 55 | | maalfrid_omsorgsforskning | 71,675 | 321 | 223 | | maalfrid_lektor2 | 67,385 | 549 | 122 | | maalfrid_openaccess | 63,554 | 192 | 331 | | maalfrid_ssn | 63,036 | 302 | 208 | | maalfrid_lokalhistorie | 59,854 | 241 | 248 | | maalfrid_nlb | 57,872 | 200 | 289 | | maalfrid_riksadvokaten | 57,563 | 155 | 371 | | maalfrid_laudim | 57,500 | 393 | 146 | | maalfrid_denkulturelleskolesekken | 46,018 | 243 | 189 | | maalfrid_sivilrett | 44,062 | 142 | 310 | | maalfrid_htu | 43,330 | 169 | 256 | | maalfrid_yr | 40,646 | 562 | 72 | | maalfrid_informasjonskompetanse | 40,351 | 330 | 122 | | maalfrid_dep | 38,882 | 126 | 308 | | maalfrid_finansportalen | 38,506 | 180 | 213 | | maalfrid_feide | 36,715 | 267 | 137 | | maalfrid_kulturped | 36,013 | 96 | 375 | | maalfrid_fug | 34,158 | 120 | 284 | | maalfrid_kulturoghelse | 33,424 | 184 | 181 | | maalfrid_helseklage | 32,756 | 124 | 264 | | maalfrid_nbsk | 30,674 | 211 | 145 | | maalfrid_matogindustri | 29,922 | 194 | 154 | | maalfrid_sinn | 27,541 | 150 | 183 | | maalfrid_transport21 | 25,317 | 90 | 281 | | maalfrid_konkursradet | 23,505 | 76 | 309 | | maalfrid_vergemal | 23,271 | 77 | 302 | | maalfrid_norec | 22,496 | 78 | 288 | | maalfrid_pts | 20,459 | 78 | 262 | | maalfrid_nasjonaleturistveger | 19,922 | 110 | 181 | | maalfrid_iearth | 19,281 | 146 | 132 | | maalfrid_hjelpelinjen | 19,209 | 85 | 225 | | maalfrid_russamtalen | 17,999 | 65 | 276 | | maalfrid_xn--kvinneligomskjring-1ub | 17,701 | 77 | 229 | | maalfrid_nynorskbok | 17,600 | 96 | 183 | | maalfrid_regjeringsadvokaten | 17,416 | 55 | 316 | | maalfrid_memu | 17,311 | 98 | 176 | | maalfrid_xn--tilbakefring-2jb | 15,814 | 49 | 322 | | maalfrid_xn--forskerfr-t8a | 15,724 | 172 | 91 | | maalfrid_ringerikefengsel | 15,669 | 28 | 559 | | maalfrid_skeivtarkiv | 15,537 | 69 | 225 | | maalfrid_samfunnskunnskap | 15,110 | 60 | 251 | | maalfrid_fordelingsutvalet | 15,017 | 34 | 441 | | maalfrid_skattefunn | 14,599 | 51 | 286 | | maalfrid_shiprep | 14,165 | 142 | 99 | | maalfrid_haldenfengsel | 13,625 | 37 | 368 | | maalfrid_sevuppt | 13,332 | 52 | 256 | | maalfrid_forbrukerklageutvalget | 12,698 | 49 | 259 | | maalfrid_mhfa | 11,999 | 144 | 83 | | maalfrid_ah | 11,787 | 36 | 327 | | maalfrid_nettvett | 11,002 | 43 | 255 | | maalfrid_uh-it | 10,828 | 273 | 39 | | maalfrid_fishgen | 10,199 | 28 | 364 | | maalfrid_designavgang | 10,164 | 75 | 135 | | maalfrid_global | 9,051 | 41 | 220 | | maalfrid_havmiljo | 8,607 | 68 | 126 | | maalfrid_valg | 8,516 | 47 | 181 | | maalfrid_miljoklagenemnda | 7,797 | 35 | 222 | | maalfrid_altinn | 7,695 | 49 | 157 | | maalfrid_spinn-inn | 7,674 | 47 | 163 | | maalfrid_kantinekurset | 7,217 | 53 | 136 | | maalfrid_bastoyfengsel | 7,142 | 56 | 127 | | maalfrid_norskpetroleum | 6,083 | 119 | 51 | | maalfrid_voldsoffererstatning | 5,827 | 26 | 224 | | maalfrid_musikkbasertmiljobehandling | 5,186 | 39 | 132 | | maalfrid_prosjektveiviseren | 5,019 | 14 | 358 | | maalfrid_aldersvennlig | 4,919 | 32 | 153 | | maalfrid_barentswatch | 4,829 | 32 | 150 | | maalfrid_fmfiavo@fylkesmannen | 4,702 | 68 | 69 | | maalfrid_kk-utvalget | 4,697 | 19 | 247 | | maalfrid_agropub | 4,434 | 17 | 260 | | maalfrid_utdanningiverden | 4,266 | 13 | 328 | | maalfrid_overgangsbolig | 3,769 | 35 | 107 | | maalfrid_forsvaretsmuseer | 3,706 | 34 | 109 | | maalfrid_okopark | 3,282 | 12 | 273 | | maalfrid_pst | 2,866 | 14 | 204 | | maalfrid_sikkerhverdag | 2,697 | 18 | 149 | | maalfrid_arkitektur | 2,436 | 15 | 162 | | maalfrid_velgekte | 2,287 | 10 | 228 | | maalfrid_addlab | 2,109 | 12 | 175 | | maalfrid_romerikefengsel | 2,088 | 19 | 109 | | maalfrid_utdanning | 2,009 | 12 | 167 | | maalfrid_grunderskolen | 1,994 | 7 | 284 | | maalfrid_umb | 1,934 | 8 | 241 | | maalfrid_oslofengsel | 1,756 | 8 | 219 | | maalfrid_hjorteviltregisteret | 1,600 | 5 | 320 | | maalfrid_alleteller | 1,511 | 7 | 215 | | maalfrid_webhuset | 1,409 | 5 | 281 | | maalfrid_lykillinn | 1,349 | 4 | 337 | | maalfrid_kulturfag | 1,215 | 6 | 202 | | maalfrid_unimus | 940 | 4 | 235 | | maalfrid_anleggsregisteret | 928 | 5 | 185 | | maalfrid_mangfoldsprisen | 597 | 3 | 199 | | maalfrid_algae2future | 456 | 8 | 57 | | maalfrid_mammapresenterer | 447 | 2 | 223 | | maalfrid_karriereveiledning | 391 | 27 | 14 | | maalfrid_nodsms | 351 | 4 | 87 | | maalfrid_kildekompasset | 302 | 1 | 302 | | maalfrid_praksisfou | 297 | 1 | 297 | | maalfrid_retttilaalese | 246 | 3 | 82 | | maalfrid_indreostfoldfengsel | 215 | 3 | 71 | | maalfrid_xn--kroppsvingsforskning-gcc | 205 | 2 | 102 | | maalfrid_pahoyden | 154 | 1 | 154 | | maalfrid_norren | 42 | 1 | 42 | ### Languages | Language | Words | Documents | Words/Document | |-----------:|--------------:|------------:|-----------------:| | no | 5,050,752,505 | 17,177,223 | 294 | | da | 940,216,574 | 574,211 | 1,637 | | en | 474,855,361 | 1,526,795 | 311 | | nn | 299,753,996 | 987,701 | 303 | | fr | 49,409,701 | 108,071 | 457 | | de | 27,159,878 | 85,230 | 318 | | sv | 18,773,092 | 118,753 | 158 | | es | 10,057,791 | 42,177 | 238 | | fi | 8,104,322 | 46,710 | 173 | | et | 3,309,661 | 24,183 | 136 | | cs | 2,652,151 | 21,793 | 121 | | pt | 2,550,218 | 16,407 | 155 | | oc | 2,123,730 | 4,927 | 431 | | nl | 1,984,501 | 11,813 | 167 | | zh | 1,470,751 | 8,146 | 180 | | uk | 1,459,484 | 5,096 | 286 | | ca | 1,370,260 | 4,476 | 306 | | it | 1,293,230 | 8,479 | 152 | | la | 1,281,920 | 797 | 1,608 | | ru | 1,231,482 | 6,796 | 181 | | pl | 852,304 | 9,396 | 90 | | eu | 831,276 | 3,195 | 260 | | hu | 659,973 | 8,499 | 77 | | fa | 494,551 | 2,047 | 241 | | ja | 351,634 | 4,994 | 70 | | is | 309,422 | 1,207 | 256 | | id | 226,296 | 2,033 | 111 | | ar | 205,632 | 1,173 | 175 | | sl | 140,913 | 1,858 | 75 | | vi | 139,122 | 982 | 141 | | so | 128,303 | 592 | 216 | | hr | 124,033 | 1,081 | 114 | | el | 117,624 | 618 | 190 | | lv | 106,626 | 123 | 866 | | tr | 92,680 | 1,630 | 56 | | ro | 80,804 | 635 | 127 | | sr | 71,953 | 970 | 74 | | lt | 70,148 | 869 | 80 | | gl | 65,152 | 692 | 94 | | war | 56,369 | 274 | 205 | | ko | 56,057 | 1,006 | 55 | | th | 54,067 | 367 | 147 | | am | 44,818 | 317 | 141 | | sk | 39,416 | 1,000 | 39 | | ml | 35,575 | 156 | 228 | | ceb | 35,337 | 331 | 106 | | sq | 34,461 | 238 | 144 | | tl | 30,839 | 177 | 174 | | kk | 27,827 | 72 | 386 | | eo | 24,187 | 859 | 28 | | mn | 21,540 | 22 | 979 | | sw | 18,670 | 72 | 259 | | pnb | 18,403 | 80 | 230 | | sh | 17,807 | 213 | 83 | | gu | 16,973 | 13 | 1,305 | | bg | 16,495 | 100 | 164 | | ur | 15,650 | 169 | 92 | | mk | 13,305 | 65 | 204 | | ckb | 9,119 | 43 | 212 | | ku | 9,071 | 57 | 159 | | ast | 7,919 | 73 | 108 | | az | 7,907 | 59 | 134 | | ms | 7,051 | 483 | 14 | | uz | 6,924 | 56 | 123 | | ta | 4,180 | 60 | 69 | | fy | 3,841 | 68 | 56 | | ga | 3,761 | 174 | 21 | | hy | 3,456 | 43 | 80 | | pa | 3,299 | 17 | 194 | | hi | 2,783 | 39 | 71 | | be | 2,556 | 62 | 41 | | bo | 2,551 | 1 | 2,551 | | ht | 2,534 | 11 | 230 | | jv | 2,341 | 91 | 25 | | min | 2,206 | 18 | 122 | | cy | 2,052 | 52 | 39 | | bs | 2,047 | 66 | 31 | | als | 1,918 | 66 | 29 | | su | 1,888 | 29 | 65 | | nds | 1,869 | 162 | 11 | | ps | 1,832 | 15 | 122 | | bn | 1,797 | 22 | 81 | | qu | 1,498 | 14 | 107 | | ilo | 1,126 | 25 | 45 | | mt | 968 | 16 | 60 | | si | 942 | 29 | 32 | | te | 888 | 18 | 49 | | my | 784 | 15 | 52 | | af | 741 | 32 | 23 | | io | 715 | 15 | 47 | | tt | 684 | 22 | 31 | | km | 674 | 11 | 61 | | br | 645 | 40 | 16 | | gn | 638 | 11 | 58 | | jbo | 611 | 27 | 22 | | as | 584 | 2 | 292 | | ug | 581 | 6 | 96 | | kv | 562 | 3 | 187 | | kn | 544 | 22 | 24 | | pam | 480 | 2 | 240 | | kw | 475 | 19 | 25 | | vep | 419 | 34 | 12 | | he | 412 | 18 | 22 | | ka | 351 | 20 | 17 | | yo | 281 | 9 | 31 | | wa | 268 | 38 | 7 | | ky | 228 | 10 | 22 | | azb | 216 | 1 | 216 | | ba | 203 | 5 | 40 | | gom | 174 | 12 | 14 | | ia | 140 | 15 | 9 | | mr | 138 | 10 | 13 | | lmo | 134 | 27 | 4 | | tg | 129 | 3 | 43 | | lb | 115 | 26 | 4 | | pms | 115 | 16 | 7 | | vec | 67 | 3 | 22 | | rue | 67 | 2 | 33 | | sco | 61 | 6 | 10 | | ie | 59 | 11 | 5 | | hsb | 57 | 3 | 19 | | ne | 56 | 6 | 9 | | bar | 46 | 7 | 6 | | cbk | 46 | 2 | 23 | | or | 44 | 2 | 22 | | mg | 38 | 8 | 4 | | os | 36 | 3 | 12 | | tk | 36 | 4 | 9 | | arz | 31 | 1 | 31 | | li | 29 | 6 | 4 | | gd | 29 | 2 | 14 | | eml | 24 | 5 | 4 | | diq | 20 | 2 | 10 | | lrc | 20 | 1 | 20 | | dsb | 19 | 1 | 19 | | yue | 19 | 1 | 19 | | nap | 16 | 1 | 16 | | nah | 14 | 2 | 7 | | wuu | 14 | 1 | 14 | | sd | 14 | 1 | 14 | | frr | 13 | 3 | 4 | | rm | 12 | 2 | 6 | | cv | 12 | 1 | 12 | | scn | 9 | 2 | 4 | | bh | 8 | 1 | 8 | | bcl | 8 | 1 | 8 | | co | 7 | 1 | 7 | | ce | 4 | 1 | 4 | | new | 4 | 1 | 4 | | vo | 3 | 2 | 1 | | mzn | 3 | 1 | 3 | | gv | 3 | 1 | 3 | | lo | 2 | 1 | 2 | ### Publish Periode | Decade | Words | Documents | Words/Document | |---------:|--------------:|------------:|-----------------:| | 2020 | 4,090,213,596 | 10,934,550 | 523 | | 2010 | 355,391,417 | 2,415,563 | 1,511 | | 2000 | 447,853,330 | 1,705,354 | 2,773 | | 1990 | 767,392,364 | 2,513,364 | 3,051 | | 1980 | 160,980,586 | 538,665 | 3,011 | | 1970 | 186,113,674 | 829,646 | 2,222 | | 1960 | 149,421,535 | 834,219 | 1,807 | | 1950 | 97,863,608 | 478,628 | 2,041 | | 1940 | 122,648,278 | 570,154 | 2,307 | | 1930 | 35,635,053 | 697 | 508,420 | | 1920 | 50,381,418 | 1,049 | 484,836 | | 1910 | 62,599,984 | 1,221 | 504,678 | | 1900 | 60,019,080 | 1,130 | 527,329 | | 1890 | 86,781,861 | 1,777 | 485,878 | | 1880 | 58,546,570 | 1,064 | 553,442 | | 1870 | 26,492,662 | 632 | 407,191 | | 1860 | 39,176,930 | 698 | 543,151 | | 1850 | 53,801,490 | 846 | 634,038 | | 1840 | 30,434,939 | 522 | 581,593 | | 1830 | 18,189,838 | 368 | 481,719 | | 1820 | 4,721,154 | 144 | 338,350 | | 1810 | 910,798 | 57 | 124,880 | ## Considerations for Using the Data This corpus contains data under copyright and is not allowed to be used outide the National Library of Norway. The dataset should not be distributed. ### Discussion of Biases Please refer to our paper. ### Dataset Curators [Freddy Wetjen](mailto:Freddy.wetjen@nb.no) and [Per Egil Kummervold](mailto:Per.Kummervold@nb.no) ## License Various licences applies to different parts of the corpus. Every document in the corpus has a tag telling what **"doc_type"** it belongs to. If you are unable to accept any of the licenses, you should filter out the **"doc_type"** with a conflicting license. | Doc_type | License | | :-------- | :------------- | | government_nb, government_nn, parliament, publicreports, lovdata_cd_\*, maalfrid_\* | [NLOD 2.0](https://data.norge.no/nlod/en/2.0/)| | newspapers_ocr, newspapers_pdf, books| [CC0 1.0](https://creativecommons.org/publicdomain/zero/1.0/)| | newspapers_online_nb, newspapers_online_nn | [CC BY-NC 2.0](https://creativecommons.org/licenses/by-nc/2.0/)| | opensubtitles, wikipedia | [CC BY-SA 3.0](https://creativecommons.org/licenses/by-sa/3.0/) | ### Citation Information We are preparing an article with detailed information about this corpus. Until it is published, please cite out paper discussing the first version of this corpus: ``` @inproceedings{kummervold-etal-2021-operationalizing, title = {Operationalizing a National Digital Library: The Case for a {N}orwegian Transformer Model}, author = {Kummervold, Per E and De la Rosa, Javier and Wetjen, Freddy and Brygfjeld, Svein Arne", booktitle = {Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa)}, year = "2021", address = "Reykjavik, Iceland (Online)", publisher = {Link{"o}ping University Electronic Press, Sweden}, url = "https://aclanthology.org/2021.nodalida-main.3", pages = "20--29", abstract = "In this work, we show the process of building a large-scale training set from digital and digitized collections at a national library. The resulting Bidirectional Encoder Representations from Transformers (BERT)-based language model for Norwegian outperforms multilingual BERT (mBERT) models in several token and sequence classification tasks for both Norwegian Bokm{aa}l and Norwegian Nynorsk. Our model also improves the mBERT performance for other languages present in the corpus such as English, Swedish, and Danish. For languages not included in the corpus, the weights degrade moderately while keeping strong multilingual properties. Therefore, we show that building high-quality models within a memory institution using somewhat noisy optical character recognition (OCR) content is feasible, and we hope to pave the way for other memory institutions to follow.", } ```