corus
1.0.0
Links para o código Russian Corpora + disponível em publicação para carregar e analisar. 20+ DATASESTS, 350 GB+ de texto.
Por exemplo, nos permite despejar o lenta.ru por @yutkin. Faça o download do arquivo (link na seção de referência):
wget https://github.com/yutkin/Lenta.Ru-News-Dataset/releases/download/v1.0/lenta-ru-news.csv.gz Use corus para carregar os dados:
> >> from corus import load_lenta
> >> path = 'lenta-ru-news.csv.gz'
> >> records = load_lenta ( path )
> >> next ( records )
LentaRecord (
url = 'https://lenta.ru/news/2018/12/14/cancer/' ,
title = 'Названы регионы России с xa0 самой высокой смертностью от xa0 рака' ,
text = 'Вице-премьер по социальным вопросам Татьяна Голикова рассказала, в каких регионах России зафиксирована наиболее высокая смертность от рака, сооб...' ,
topic = 'Россия' ,
tags = 'Общество'
)Itera sobre textos:
> >> records = load_lenta ( path )
> >> for record in records :
... text = record . text
... ...Para links para outros conjuntos de dados e seus carregadores, consulte a seção de referência.
Os materiais estão em russo:
corus suporta Python 3.5+, Pypy 3.
$ pip install corus| Conjunto de dados | API from corus import | Tags | Textos | Não compactado | Descrição |
|---|---|---|---|---|---|
| Lenta.ru | |||||
| Lenta.ru v1.0 | load_lenta # | news | 739 351 | 1,66 GB | wget https://github.com/yutkin/Lenta.Ru-News-Dataset/releases/download/v1.0/lenta-ru-news.csv.gz |
| Lenta.ru v1.1+ | load_lenta2 # | news | 800 975 | 1,94 GB | wget https://github.com/yutkin/Lenta.Ru-News-Dataset/releases/download/v1.1/lenta-ru-news.csv.bz2 |
| Lib.rus.ec | load_librusec # | fiction | 301 871 | 144,92 GB | Lump of lib.rus.ec preparado para a Rússia Workshopwget http://panchenko.me/data/russe/librusec_fb2.plain.gz |
| Rossiya Segodnya | load_ria_raw #load_ria # | news | 1 003 869 | 3,70 GB | wget https://github.com/RossiyaSegodnya/ria_news_dataset/raw/master/ria.json.gz |
| Mokoron Russian Twitter Corpus | load_mokoron # | sentiment social | 17 633 417 | 1,86 GB | Marcação russa no Twitter Manuilla Download https://www.dropbox.com/s/9egqjszeicki4ho/db.sql |
| Wikipedia | load_wiki # | 1 541 401 | 12,94 GB | Wiki Russian Dumpwget https://dumps.wikimedia.org/ruwiki/latest/ruwiki-latest-pages-articles.xml.bz2 | |
| GrameVal2020 | load_gramru # | 162 372 | 30,04 MB | wget https://github.com/dialogue-evaluation/GramEval2020/archive/master.zipunzip master.zipmv GramEval2020-master/dataTrain trainmv GramEval2020-master/dataOpenTest devrm -r master.zip GramEval2020-masterwget https://github.com/AlexeySorokin/GramEval2020/raw/master/data/GramEval_private_test.conllu | |
| OpenCorpora | load_corpora # | morph | 4 030 | 20,21 MB | wget http://opencorpora.org/files/export/annot/annot.opcorpora.xml.zip |
| Rusvectores Simlex-965 | load_simlex # | emb sim | wget https://rusvectores.org/static/testsets/ru_simlex965_tagged.tsvwget https://rusvectores.org/static/testsets/ru_simlex965.tsv | ||
| Omnia russa | load_omnia # | morph web fiction | 489.62 GB | Taiga + Wiki + Araneum. Leia "Corpus russo ainda maior" https://events.spbu.ru/eventscontent/events/2019/corpora/corp_sborn.pdff Manuilla Download http://bit.ly/2zt4by9 | |
| FACTRUEVAL-2016 | load_factru # | ner news | 254 | 969,27 KB | Manual por, LOC, Org Markup Preparado para 2016 Concurso de diálogowget https://github.com/dialogue-evaluation/factRuEval-2016/archive/master.zipunzip master.ziprm master.zip |
| Gareev | load_gareev # | ner news | 97 | 455.02 KB | Manual por, Org Markup (sem loc) Envie um e-mail para Rinat gareev ([email protected]), peça o conjunto de dados tar -xvf rus-ner-news-corpus.iob.tar.gzrm rus-ner-news-corpus.iob.tar.gz |
| Coleção5 | load_ne5 # | ner news | 1.000 | 2,96 MB | Artigos de notícias com manual por, LOC, Org Markupwget http://www.labinform.ru/pub/named_entities/collection5.zipunzip collection5.ziprm collection5.zip |
| Vinário | load_wikiner # | ner | 203 287 | 36.15 MB | Frases da Wiki Auto Annoted com por, loc, org tagswget https://github.com/dice-group/FOX/raw/master/input/Wikiner/aij-wikiner-ru-wp3.bz2 |
| BSNLP-2019 | load_bsnlp # | ner | 464 | 1,16 MB | Marcada preparada para a tarefa compartilhada de 2019 BSNLPwget http://bsnlp.cs.helsinki.fi/TRAININGDATA_BSNLP_2019_shared_task.zipwget http://bsnlp.cs.helsinki.fi/TESTDATA_BSNLP_2019_shared_task.zipunzip TRAININGDATA_BSNLP_2019_shared_task.zipunzip TESTDATA_BSNLP_2019_shared_task.zip -d test_pl_cs_ru_bgrm TRAININGDATA_BSNLP_2019_shared_task.zip TESTDATA_BSNLP_2019_shared_task.zip |
| Pessoas-1000 | load_persons # | ner news | 1.000 | 2,96 MB | Igual à coleção5, apenas por marcação + nomes normalizadoswget http://ai-center.botik.ru/Airec/ai-resources/Persons-1000.zip |
| O corpus de reação de drogas russas (Rudrec) | load_rudrec # | ner | 4 809 | 1,73 kb | Rudredc é um novo corpus de revisões de consumidores parcialmente anotadas em russo sobre produção farmacêutica para a detecção de entidades relacionadas à saúde e a efetivência de produtos farmacêuticos. Aqui você pode baixar e trabalhar com a parte anotada, para obter a parte bruta (revisões de 1,4m), consulte https://github.com/cimm-kzn/rudrec.wget https://github.com/cimm-kzn/RuDReC/raw/master/data/rudrec_annotated.json |
| Taiga | Grande coleção de textos russos de várias fontes: sites de notícias, revistas, alfabetização, redes sociaiswget https://linghub.ru/static/Taiga/retagged_taiga.tar.gztar -xzvf retagged_taiga.tar.gz | ||||
| Arzamas | load_taiga_arzamas # | news | 311 | 4,50 MB | |
| Fontanka | load_taiga_fontanka # | news | 342 683 | 786.23 MB | |
| Interfax | load_taiga_interfax # | news | 46 429 | 77,55 MB | |
| KP | load_taiga_kp # | news | 45 503 | 61,79 MB | |
| Lenta | load_taiga_lenta # | news | 36 446 | 95,15 MB | |
| Taiga/n+1 | load_taiga_nplus1 # | news | 7 696 | 24,96 MB | |
| Revistas | load_taiga_magazines # | 39 890 | 2.19 GB | ||
| Legendas | load_taiga_subtitles # | 19 011 | 909.08 MB | ||
| Social | load_taiga_social # | social | 1 876 442 | 648.18 MB | |
| Proza | load_taiga_proza # | fiction | 1 732 434 | 38,25 GB | |
| Stihi | load_taiga_stihi # | 9 157 686 | 12,80 GB | ||
| Conjuntos de dados de PNL russos | Vários conjuntos de dados de notícias russos do webhose.io, lenta.ru e outros sites de notícias. | ||||
| Notícias | load_buriy_news # | news | 2 154 801 | 6,84 GB | Despejamento dos 40 melhores notícias + 20 sites de notícias de moda.wget https://github.com/buriy/russian-nlp-datasets/releases/download/r4/news-articles-2014.tar.bz2wget https://github.com/buriy/russian-nlp-datasets/releases/download/r4/news-articles-2015-part1.tar.bz2wget https://github.com/buriy/russian-nlp-datasets/releases/download/r4/news-articles-2015-part2.tar.bz2 |
| Webhose | load_buriy_webhose # | news | 285 965 | 859,32 MB | DUMP do webhose.io, 300 fontes por um mês.wget https://github.com/buriy/russian-nlp-datasets/releases/download/r4/webhose-2016.tar.bz2 |
| ODS #proj_news_viz | Várias notícias são raspadas por membros do projeto #Proj_News_Viz ODS. | ||||
| Interfax | load_ods_interfax # | news | 543 961 | 1,22 GB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/interfax.csv.gz |
| Gazeta | load_ods_gazeta # | news | 865 847 | 1,63 GB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/gazeta.csv.gz |
| Izvestia | load_ods_izvestia # | news | 86 601 | 307.19 MB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/iz.csv.gz |
| Meduza | load_ods_meduza # | news | 71 806 | 270.11 MB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/meduza.csv.gz |
| Ria | load_ods_ria # | news | 101 543 | 233,88 MB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/ria.csv.gz |
| Rússia hoje | load_ods_rt # | news | 106 644 | 187.12 MB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/rt.csv.gz |
| TASS | load_ods_tass # | news | 1 135 635 | 3,27 GB | wget https://github.com/ods-ai-ml4sg/proj_news_viz/releases/download/data/tass-001.csv.gz |
| Dependências universais | |||||
| GSD | load_ud_gsd # | syntax morph | 5 030 | 1,01 MB | wget https://github.com/UniversalDependencies/UD_Russian-GSD/raw/master/ru_gsd-ud-dev.conlluwget https://github.com/UniversalDependencies/UD_Russian-GSD/raw/master/ru_gsd-ud-test.conlluwget https://github.com/UniversalDependencies/UD_Russian-GSD/raw/master/ru_gsd-ud-train.conllu |
| Taiga | load_ud_taiga # | syntax morph | 3 264 | 353.80 KB | wget https://github.com/UniversalDependencies/UD_Russian-Taiga/raw/master/ru_taiga-ud-dev.conlluwget https://github.com/UniversalDependencies/UD_Russian-Taiga/raw/master/ru_taiga-ud-test.conlluwget https://github.com/UniversalDependencies/UD_Russian-Taiga/raw/master/ru_taiga-ud-train.conllu |
| PUD | load_ud_pud # | syntax morph | 1.000 | 207,78 KB | wget https://github.com/UniversalDependencies/UD_Russian-PUD/raw/master/ru_pud-ud-test.conllu |
| SyntaGrus | load_ud_syntag # | syntax morph | 61 889 | 11.33 MB | wget https://github.com/UniversalDependencies/UD_Russian-SynTagRus/raw/master/ru_syntagrus-ud-dev.conlluwget https://github.com/UniversalDependencies/UD_Russian-SynTagRus/raw/master/ru_syntagrus-ud-test.conlluwget https://github.com/UniversalDependencies/UD_Russian-SynTagRus/raw/master/ru_syntagrus-ud-train.conllu |
| MorphorueVal-2017 | |||||
| General Internet-Corpus | load_morphoru_gicrya # | morph | 83 148 | 10,58 MB | wget https://github.com/dialogue-evaluation/morphoRuEval-2017/raw/master/GIKRYA_texts_new.zipunzip GIKRYA_texts_new.ziprm GIKRYA_texts_new.zip |
| Corpus nacional russo | load_morphoru_rnc # | morph | 98 892 | 12,71 MB | wget https://github.com/dialogue-evaluation/morphoRuEval-2017/raw/master/RNC_texts.rarunrar x RNC_texts.rarrm RNC_texts.rar |
| OpenCorpora | load_morphoru_corpora # | morph | 38 510 | 4,80 MB | wget https://github.com/dialogue-evaluation/morphoRuEval-2017/raw/master/OpenCorpora_Texts.rarunrar x OpenCorpora_Texts.rarrm OpenCorpora_Texts.rar |
| Russe Russian semântica Relacionamento | |||||
| HJ: julgamentos humanos de pares de palavras | load_russe_hj # | emb sim | wget https://github.com/nlpub/russe-evaluation/raw/master/russe/evaluation/hj.csv | ||
| RT: Sinônimos e hipernímicos do Thresurus Ruthes | load_russe_rt # | emb sim | wget https://raw.githubusercontent.com/nlpub/russe-evaluation/master/russe/evaluation/rt.csv | ||
| AE: Associações cognitivas do experimento da sociedade.org | load_russe_ae # | emb sim | wget https://github.com/nlpub/russe-evaluation/raw/master/russe/evaluation/ae-train.csvwget https://github.com/nlpub/russe-evaluation/raw/master/russe/evaluation/ae-test.csvwget https://raw.githubusercontent.com/nlpub/russe-evaluation/master/russe/evaluation/ae2.csv | ||
| DataSets de Toloka | |||||
| Relações lexicais da sabedoria da multidão (LRWC) | load_toloka_lrwc # | emb sim | wget https://tlk.s3.yandex.net/dataset/LRWC.zipunzip LRWC.ziprm LRWC.zip | ||
| O corpus russo de reação de drogas de drogas de tweets (RuadRect) | load_ruadrect # | social | 9 515 | 2.09 MB | Este corpus foi desenvolvido para a mineração de mídia social para aplicativos de saúde (#SMM4H) Tarefa compartilhada 2020wget https://github.com/cimm-kzn/RuDReC/raw/master/data/RuADReCT.zipunzip RuADReCT.ziprm RuADReCT.zip |
corus/sources/<source>.pycorus/sources/__init__.pycorus/source/meta.pydocs.ipynb (a meta tabela de verificação está correta)Dev Env
python -m venv ~ /.venvs/natasha-corus
source ~ /.venvs/natasha-corus/bin/activate
pip install -r requirements/dev.txt
pip install -e .
python -m ipykernel install --user --name natasha-corusLint + Atualizar documentos
make lint
make exec-docsLiberar
# Update setup.py version
git commit -am ' Up version '
git tag v0.10.0
git push
git push --tags
