{"id":46442,"date":"2023-10-29T10:16:07","date_gmt":"2022-11-18T10:44:21","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46442-2\/"},"modified":"2024-05-04T06:32:24","modified_gmt":"2024-05-03T22:32:24","slug":"46442-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46442-2\/","title":{"rendered":""},"content":{"rendered":"

\u3053\u3093\u306b\u3061\u306f\uff01\u4eca\u56de\u306f\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3092\u898b\u3066\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002
\n\u4eca\u56de\u306f\u30bf\u30a4\u30c8\u30eb\u306b\u3082\u3042\u308b\u901a\u308a\u3001\u6700\u8fd1Jupyter Notebook\u4e0a\u3067\u5f62\u614b\u7d20\u89e3\u6790\u30a8\u30f3\u30b8\u30f3\u3067\u3042\u308b\u300cMeCab\u300d\u3092\u52d5\u304b\u3059\u6a5f\u4f1a\u304c\u3042\u3063\u305f\u306e\u3067\u5099\u5fd8\u9332\u3068\u3057\u3066\u66f8\u304b\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u3002<\/p>\n

\u3061\u306a\u307f\u306b\u4f59\u8ac7\u3067\u3059\u304c\u540d\u79f0\u306f\u958b\u767a\u8005\u306e\u597d\u7269\u300c\u548c\u5e03\u856a\uff08\u3081\u304b\u3076\uff09\u300d\u304b\u3089\u53d6\u3089\u308c\u305f\u305d\u3046\u3067\u3059\u3002(\u5f15\u7528)
\n\u3059\u304d\u5bb6\u306e\u3081\u304b\u3076\u30aa\u30af\u30e9\u725b\u4e3c\u7f8e\u5473\u3057\u3044\u3067\u3059\u3088\u306d\u3002?<\/p>\n

\u65e9\u901f\u3067\u3059\u304c\u5c0e\u5165\u624b\u9806\u3092\u66f8\u3044\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff01<\/p>\n

1. Jupyter\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n

\u4ee5\u4e0b\u306e\u30ea\u30f3\u30af\u304b\u3089\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8aac\u660e\u6587\u306b\u3042\u308b4\u3064\u306eExtension Pack\u3082\u4e00\u7dd2\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3068\u826f\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n

 <\/p>\n

2. MeCab\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n

\u3053\u3061\u3089\u306e\u53c2\u8003\u306b\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f?
\nHomebrew\u304c\u306a\u3044\u65b9\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

$ brew install mecab\r\n$ brew install mecab-ipadic\r\n<\/code><\/pre>\n
3. pip\u30b3\u30de\u30f3\u30c9\u3067mecab-python3\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n
$ pip install mecab-python3\r\n<\/code><\/pre>\n
4. \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u306bpython -c\u30b3\u30de\u30f3\u30c9\u3067\u5b9f\u884c\u53ef\u80fd\u304b\u30c1\u30a7\u30c3\u30af<\/h1>\n
$ python -c \"import MeCab\"\r\n<\/code><\/pre>\n
\u203b\u79c1\u306fM1Mac\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u3053\u3061\u3089\u3092\u5b9f\u884c\u3059\u308b\u969b\u306b\u4ee5\u4e0b\u306e\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3057\u305f\u3002<\/p>\n
mecab-python3 throws error \"symbol not found in flat namespace '__ZN5MeCab11createModelEPKc'\"\r\n<\/code><\/pre>\n
\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3068issue\u3092\u8aad\u307f\u3001\u4ee5\u4e0b\u306e\u30b3\u30e1\u30f3\u30c8\u306b\u66f8\u3044\u3066\u3042\u3063\u305f\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3001\u89e3\u6d88\u3057\u307e\u3057\u305f?<\/p>\n
 <\/p>\n
\u5b9f\u884c\u3057\u305f\u30b3\u30de\u30f3\u30c9<\/p>\n
brew install --build-from-source mecab\r\nARCHFLAGS='-arch arm64' pip install --no-binary :all: --compile --use-pep517 --no-cache-dir --force mecab-python3\r\n<\/code><\/pre>\n
issue\u30b3\u30e1\u30f3\u30c8URL<\/p>\n
 <\/p>\n
5. \u5b9f\u969b\u306bJupyter Notebook\u4e0a\u3067\u52d5\u304b\u3057\u3066\u307f\u308b<\/h1>\n
\u4eca\u56de\u306fChat GPT\u3067\u7d04400\u6587\u5b57\u7a0b\u5ea6\u306e\u30c0\u30df\u30fc\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u3066\u3082\u3089\u3044\u3001\u305d\u3061\u3089\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u5f62\u614b\u7d20\u89e3\u6790\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002
\n\u30c0\u30df\u30fc\u30c6\u30ad\u30b9\u30c8\u306e\u5185\u5bb9\u304c\u3081\u3063\u3061\u3083\u3075\u308f\u3075\u308f
\n\u5358\u8a9e\u3092\u62bd\u51fa\u9806\u306b\u51fa\u529b\u3059\u308b\u5b9f\u88c5\u306f\u3053\u3061\u3089\u3092\u53c2\u8003\u306b\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\uff01<\/p>\n
\u51fa\u529b\u7d50\u679c\u306f\u4ee5\u4e0b\u306e3\u3064\u3092\u57fa\u6e96\u306b\u3057\u3066\u307f\u307e\u3057\u305f\u3002
\n\u30fbdict\u578b\u5f62\u5f0f
\n\u30fb\u540c\u3058\u30ef\u30fc\u30c9\u304c\u3042\u3063\u305f\u5834\u5408\u306f\u30a4\u30f3\u30af\u30ea\u30e1\u30f3\u30c8\u3057\u3001\u51fa\u73fe\u56de\u6570\u3092\u30ab\u30a6\u30f3\u30c8
\n\u30fb\u54c1\u8a5e\u306e\u60c5\u5831\u3092\u540c\u3058\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u683c\u7d0d<\/p>\n
import<\/span> MeCab<\/span>\r\nfrom<\/span> collections<\/span> import<\/span> defaultdict<\/span>\r\n\r\nmecab_tagger<\/span> =<\/span> MeCab<\/span>.<\/span>Tagger<\/span>()<\/span>\r\n\r\ntext<\/span> =<\/span> '''<\/span>\u3042\u308b\u3068\u3053\u308d\u306b\u3001\u5c0f\u3055\u306a\u68ee\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u305d\u306e\u68ee\u306b\u306f\u7f8e\u3057\u3044\u82b1\u3005\u3084\u8272\u3068\u308a\u3069\u308a\u306e\u9ce5\u305f\u3061\u304c\u66ae\u3089\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u65e5\u304c\u66ae\u308c\u308b\u3068\u3001\u6e80\u5929\u306e\u661f\u304c\u8f1d\u304d\u3001\u6708\u304c\u512a\u3057\u304f\u898b\u5b88\u3063\u3066\u304f\u308c\u307e\u3057\u305f\u3002 <\/span>\\\r\n<\/span>\u3042\u308b\u65e5\u3001\u68ee\u306e\u5965\u6df1\u304f\u3067\u4e0d\u601d\u8b70\u306a\u751f\u304d\u7269\u3092\u898b\u3064\u3051\u307e\u3057\u305f\u3002\u305d\u308c\u306f\u3075\u308f\u3075\u308f\u3068\u3057\u305f\u6bdb\u4e26\u307f\u3092\u6301\u3061\u3001\u5927\u304d\u306a\u77b3\u3092\u8f1d\u304b\u305b\u3066\u3044\u307e\u3057\u305f\u3002\u5b50\u3069\u3082\u305f\u3061\u306f\u305d\u306e\u751f\u304d\u7269\u3092\u300c\u3075\u308f\u3075\u308f\u3061\u3083\u3093\u300d\u3068\u540d\u4ed8\u3051\u3001\u307f\u3093\u306a\u3067\u53ef\u611b\u304c\u308a\u307e\u3057\u305f\u3002 <\/span>\\\r\n<\/span>\u3075\u308f\u3075\u308f\u3061\u3083\u3093\u306f\u8ce2\u304f\u3001\u8a00\u8449\u3092\u8a71\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u68ee\u306e\u751f\u7269\u305f\u3061\u3068\u53cb\u9054\u306b\u306a\u308a\u3001\u697d\u3057\u3044\u5192\u967a\u3092\u5171\u6709\u3057\u307e\u3057\u305f\u3002\u5f7c\u3089\u306f\u6642\u306b\u306f\u304a\u4e92\u3044\u3092\u52a9\u3051\u5408\u3044\u3001\u6642\u306b\u306f\u7b11\u3044\u5408\u3044\u3001\u56f0\u96e3\u3092\u4e57\u308a\u8d8a\u3048\u3066\u304d\u307e\u3057\u305f\u3002 <\/span>\\\r\n<\/span>\u3057\u304b\u3057\u3001\u3042\u308b\u65e5\u3001\u68ee\u306b\u4e0d\u7a4f\u306a\u5f71\u304c\u5fcd\u3073\u5bc4\u308a\u307e\u3057\u305f\u3002\u3075\u308f\u3075\u308f\u3061\u3083\u3093\u304c\u7a81\u7136\u59ff\u3092\u6d88\u3057\u3066\u3057\u307e\u3063\u305f\u306e\u3067\u3059\u3002\u5b50\u3069\u3082\u305f\u3061\u306f\u5fc3\u914d\u3057\u3001\u63a2\u3057\u306b\u51fa\u304b\u3051\u307e\u3057\u305f\u304c\u3001\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002 <\/span>\\\r\n<\/span>\u7d76\u671b\u7684\u306a\u6c17\u6301\u3061\u3067\u623b\u308b\u5b50\u3069\u3082\u305f\u3061\u3067\u3057\u305f\u304c\u3001\u3075\u308f\u3075\u308f\u3061\u3083\u3093\u306f\u7a81\u7136\u59ff\u3092\u73fe\u3057\u3001\u5b89\u5fc3\u3055\u305b\u307e\u3057\u305f\u3002\u5f7c\u306f\u9060\u304f\u306e\u5730\u306b\u884c\u3063\u3066\u3044\u305f\u306e\u3060\u305d\u3046\u3067\u3059\u3002\u3069\u3093\u306a\u5192\u967a\u3092\u3057\u3066\u3044\u305f\u306e\u304b\u3001\u3075\u308f\u3075\u308f\u3061\u3083\u3093\u306f\u7b11\u9854\u3067\u8a9e\u308a\u59cb\u3081\u307e\u3057\u305f\u3002 <\/span>\\\r\n<\/span>\u68ee\u306e\u4ef2\u9593\u305f\u3061\u306f\u3075\u308f\u3075\u308f\u3061\u3083\u3093\u306e\u8a71\u306b\u5922\u4e2d\u306b\u306a\u308a\u3001\u307e\u3059\u307e\u3059\u7d46\u304c\u6df1\u307e\u308a\u307e\u3057\u305f\u3002\u305d\u308c\u304b\u3089\u3068\u3044\u3046\u3082\u306e\u3001\u68ee\u306f\u3055\u3089\u306b\u697d\u3057\u3044\u5834\u6240\u306b\u306a\u308a\u3001\u307f\u3093\u306a\u304c\u5e78\u305b\u306b\u904e\u3054\u3057\u3066\u3044\u3063\u305f\u306e\u3067\u3057\u305f\u3002 <\/span>\\\r\n<\/span>'''<\/span>\r\n\r\n# defaultdict\u3092\u7528\u3044\u3066\u30ad\u30fc\u304c\u5b58\u5728\u3057\u306a\u3044\u5834\u5408\u306e\u30a8\u30e9\u30fc\u3092\u56de\u907f\r\n<\/span>part_of_kw_count_dict<\/span> =<\/span> defaultdict<\/span>(<\/span>lambda<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 0<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> ''<\/span>})<\/span>\r\n\r\n# surface(\u5358\u8a9e)\u3068feature(\u5358\u8a9e\u304c\u6301\u3064\u54c1\u8a5e\u306a\u3069\u306e\u60c5\u5831)\u306e\u89e3\u6790\u7d50\u679c\u3092node\u306b\u4ee3\u5165\r\n<\/span>node<\/span> =<\/span> mecab_tagger<\/span>.<\/span>parseToNode<\/span>(<\/span>text<\/span>)<\/span>\r\nwhile<\/span> node<\/span>:<\/span>\r\n    word<\/span> =<\/span> node<\/span>.<\/span>surface<\/span>\r\n    part_of_speech<\/span> =<\/span> node<\/span>.<\/span>feature<\/span>.<\/span>split<\/span>(<\/span>\"<\/span>,<\/span>\"<\/span>)[<\/span>0<\/span>]<\/span>\r\n    part_of_kw_count_dict<\/span>[<\/span>word<\/span>][<\/span>'<\/span>count<\/span>'<\/span>]<\/span> +=<\/span> 1<\/span>\r\n    # \u54c1\u8a5e\u306e\u5185\u5bb9\u3092\u5165\u308c\u308b\r\n<\/span>    part_of_kw_count_dict<\/span>[<\/span>word<\/span>][<\/span>'<\/span>part_of_speech<\/span>'<\/span>]<\/span> =<\/span> part_of_speech<\/span>   \r\n    # \u6b21\u306e\u5f62\u614b\u7d20\u306b\u9032\u3080\r\n<\/span>    node<\/span> =<\/span> node<\/span>.<\/span>next<\/span>\r\n\r\nsorted_part_of_kw_by_count<\/span> =<\/span> sorted<\/span>(<\/span>part_of_kw_count_dict<\/span>.<\/span>items<\/span>(),<\/span> key<\/span>=<\/span>lambda<\/span> x<\/span>:<\/span> x<\/span>[<\/span>1<\/span>][<\/span>'<\/span>count<\/span>'<\/span>],<\/span> reverse<\/span>=<\/span>True<\/span>)<\/span>\r\nsorted_kw_dict<\/span> =<\/span> dict<\/span>(<\/span>sorted_part_of_kw_by_count<\/span>)<\/span>\r\nprint<\/span>(<\/span>sorted_kw_dict<\/span>)<\/span>\r\n<\/code><\/pre>\n
\u51fa\u529b\u7d50\u679c<\/h4>\n
\u203b\u52d5\u8a5e\u3084\u540d\u8a5e\u306e\u307f\u3001\u3068\u3044\u3046\u6761\u4ef6\u6587\u3092\u52a0\u3048\u3066\u3082\u826f\u3044\u304b\u3068\u601d\u3044\u307e\u3059?<\/p>\n
{<\/span>'<\/span>\u305f<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 22<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3001<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 20<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u8a18\u53f7<\/span>'<\/span>},<\/span> '<\/span>\u3002<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 17<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u8a18\u53f7<\/span>'<\/span>},<\/span> '<\/span>\u307e\u3057<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 14<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u304c<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 13<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u306f<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 11<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u306e<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 11<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3092<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 11<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u306b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 10<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3066<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 8<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u68ee<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 7<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3075\u308f\u3075\u308f<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 7<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u526f\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u305f\u3061<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 6<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3061\u3083\u3093<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 6<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3044<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 4<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3068<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 4<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3067<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 4<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3057<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 4<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3042\u308b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 3<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u9023\u4f53\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u65e5<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 3<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u306a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 3<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5b50\u3069\u3082<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 3<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u306a\u308a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 3<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3067\u3057<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 3<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u52d5\u8a5e<\/span>'<\/span>},<\/span> ''<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>BOS\/EOS<\/span>'<\/span>},<\/span> '<\/span>\u305d\u306e<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u9023\u4f53\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u751f\u304d\u7269<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u305b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u307f\u3093\u306a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3053\u3068<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3067\u304d<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u697d\u3057\u3044<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u5f62\u5bb9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5192\u967a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u6642\u306b\u306f<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u526f\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u7a81\u7136<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u526f\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u59ff<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3067\u3059<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 2<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3068\u3053\u308d<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5c0f\u3055\u306a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u9023\u4f53\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3042\u308a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u7f8e\u3057\u3044<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u5f62\u5bb9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u82b1<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3005<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u8a18\u53f7<\/span>'<\/span>},<\/span> '<\/span>\u3084<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u8272\u3068\u308a\u3069\u308a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u9ce5<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u66ae\u3089\u3057<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u66ae\u308c\u308b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u6e80\u5929<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u661f<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u8f1d\u304d<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u6708<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u512a\u3057\u304f<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u5f62\u5bb9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u898b\u5b88\u3063<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u304f\u308c<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5965\u6df1\u304f<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u5f62\u5bb9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u4e0d\u601d\u8b70<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u898b\u3064\u3051<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u305d\u308c<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u6bdb\u4e26\u307f<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u6301\u3061<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5927\u304d\u306a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u9023\u4f53\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u77b3<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u8f1d\u304b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u300c<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u8a18\u53f7<\/span>'<\/span>},<\/span> '<\/span>\u300d<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u8a18\u53f7<\/span>'<\/span>},<\/span> '<\/span>\u540d\u4ed8\u3051<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u53ef\u611b\u304c\u308a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u8ce2\u304f<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u5f62\u5bb9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u8a00\u8449<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u8a71\u3059<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u751f\u7269<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u53cb\u9054<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5171\u6709<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5f7c\u3089<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u304a\u4e92\u3044<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u52a9\u3051\u5408\u3044<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u7b11\u3044<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5408\u3044<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u56f0\u96e3<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u4e57\u308a\u8d8a\u3048<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u304d<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3057\u304b\u3057<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u63a5\u7d9a\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u4e0d\u7a4f<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5f71<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5fcd\u3073\u5bc4\u308a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u6d88\u3057<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3057\u307e\u3063<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5fc3\u914d<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u63a2\u3057<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u51fa\u304b\u3051<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u898b\u3064\u3051\u308b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u307e\u305b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3093<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u7d76\u671b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u7684<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u6c17\u6301\u3061<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u623b\u308b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u73fe\u3057<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5b89\u5fc3<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3055<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5f7c<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u9060\u304f<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5730<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u884c\u3063<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3060<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u305d\u3046<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3069\u3093\u306a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u9023\u4f53\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u304b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u7b11\u9854<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u8a9e\u308a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u59cb\u3081<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u4ef2\u9593<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u8a71<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5922\u4e2d<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u307e\u3059\u307e\u3059<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u526f\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u7d46<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u6df1\u307e\u308a<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u305d\u308c\u304b\u3089<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u63a5\u7d9a\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3068\u3044\u3046<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52a9\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3082\u306e<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3055\u3089\u306b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u526f\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5834\u6240<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u5e78\u305b<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u540d\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u904e\u3054\u3057<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>},<\/span> '<\/span>\u3044\u3063<\/span>'<\/span>:<\/span> {<\/span>'<\/span>count<\/span>'<\/span>:<\/span> 1<\/span>,<\/span> '<\/span>part_of_speech<\/span>'<\/span>:<\/span> '<\/span>\u52d5\u8a5e<\/span>'<\/span>}}<\/span>\r\n<\/code><\/pre>\n
\u307e\u3068\u3081<\/h1>\n
\u4eca\u56de\u306fJupyter Notebook\u00d7MeCab\u306e\u69cb\u6210\u3067\u5f62\u614b\u7d20\u89e3\u6790\u3092\u5b9f\u884c\u3057\u3066\u307f\u307e\u3057\u305f\uff01
\n\u3082\u3057\u53c2\u8003\u306b\u306a\u3063\u305f\u3001\u3082\u3057\u304f\u306f\u3044\u3044\u306a\u3068\u601d\u3063\u305f\u3089LGTM\u3044\u305f\u3060\u3051\u308b\u3068\u52b1\u307f\u306b\u306a\u308a\u307e\u3059\uff01<\/p>\n
\u305d\u308c\u3067\u306f\u307f\u306a\u3055\u3093\u3001Happy Hacking!!!!<\/p>\n","protected":false},"excerpt":{"rendered":"
\u3053\u3093\u306b\u3061\u306f\uff01\u4eca\u56de\u306f\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3092\u898b\u3066\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002 \u4eca\u56de\u306f\u30bf\u30a4\u30c8\u30eb\u306b\u3082\u3042\u308b\u901a\u308a\u3001\u6700\u8fd1Jupyt […]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46442","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/46442-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u3053\u3093\u306b\u3061\u306f\uff01\u4eca\u56de\u306f\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3092\u898b\u3066\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002 \u4eca\u56de\u306f\u30bf\u30a4\u30c8\u30eb\u306b\u3082\u3042\u308b\u901a\u308a\u3001\u6700\u8fd1Jupyt […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46442-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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