{"id":5494,"date":"2024-03-14T15:28:06","date_gmt":"2024-03-14T06:28:06","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/r%e8%a8%80%e8%aa%9e%e3%81%a7%e6%84%9f%e6%83%85%e5%88%86%e6%9e%90%e3%82%84%e5%8d%98%e8%aa%9e%e3%81%ae%e9%a0%bb%e5%ba%a6%e7%b5%b1%e8%a8%88%e3%82%92%e8%a1%8c%e3%81%86%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95\/"},"modified":"2025-08-03T03:53:36","modified_gmt":"2025-08-02T18:53:36","slug":"r%e8%a8%80%e8%aa%9e%e3%81%a7%e6%84%9f%e6%83%85%e5%88%86%e6%9e%90%e3%82%84%e5%8d%98%e8%aa%9e%e3%81%ae%e9%a0%bb%e5%ba%a6%e7%b5%b1%e8%a8%88%e3%82%92%e8%a1%8c%e3%81%86%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/r%e8%a8%80%e8%aa%9e%e3%81%a7%e6%84%9f%e6%83%85%e5%88%86%e6%9e%90%e3%82%84%e5%8d%98%e8%aa%9e%e3%81%ae%e9%a0%bb%e5%ba%a6%e7%b5%b1%e8%a8%88%e3%82%92%e8%a1%8c%e3%81%86%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95\/","title":{"rendered":"R\u8a00\u8a9e\u3067\u611f\u60c5\u5206\u6790\u3068\u983b\u5ea6\u5206\u6790\uff01\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u5165\u9580"},"content":{"rendered":"<p>R\u8a00\u8a9e\u3092\u7528\u3044\u305f\u611f\u60c5\u5206\u6790\u3068\u5358\u8a9e\u983b\u5ea6\u306e\u7d71\u8a08\u3092\u884c\u3046\u306b\u306f\u3001\u901a\u5e38\u3001\u8ffd\u52a0\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u5fc5\u8981\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001tm\u3068sentimentr\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u611f\u60c5\u5206\u6790\u3068\u5358\u8a9e\u983b\u5ea6\u306e\u7d71\u8a08\u3092\u884c\u3046\u305f\u3081\u306e\u7c21\u5358\u306a\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-comment\"># \u5b89\u88c5\u548c\u52a0\u8f7d\u5fc5\u8981\u7684\u5305<\/span>\r\ninstall.packages<span class=\"hljs-punctuation\">(<\/span><span class=\"hljs-string\">\"tm\"<\/span><span class=\"hljs-punctuation\">)<\/span>\r\ninstall.packages<span class=\"hljs-punctuation\">(<\/span><span class=\"hljs-string\">\"sentimentr\"<\/span><span class=\"hljs-punctuation\">)<\/span>\r\nlibrary<span class=\"hljs-punctuation\">(<\/span>tm<span class=\"hljs-punctuation\">)<\/span>\r\nlibrary<span class=\"hljs-punctuation\">(<\/span>sentimentr<span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u4e00\u4e2a\u6587\u672c\u5411\u91cf<\/span>\r\ntext <span class=\"hljs-operator\">&lt;-<\/span> <span class=\"hljs-built_in\">c<\/span><span class=\"hljs-punctuation\">(<\/span><span class=\"hljs-string\">\"\u8fd9\u4e2a\u7535\u5f71\u975e\u5e38\u597d\u770b\uff0c\u60c5\u8282\u7d35\u7d35\u6709\u81f4\uff0c\u6f14\u5458\u8868\u73b0\u4e5f\u5f88\u51fa\u8272\u3002\"<\/span><span class=\"hljs-punctuation\">,<\/span>\r\n          <span class=\"hljs-string\">\"\u8fd9\u4e2a\u9910\u5385\u7684\u670d\u52a1\u592a\u5dee\u4e86\uff0c\u98df\u7269\u4e5f\u4e0d\u597d\u5403\u3002\"<\/span><span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u4e00\u4e2a\u8bed\u6599\u5e93<\/span>\r\ncorpus <span class=\"hljs-operator\">&lt;-<\/span> VCorpus<span class=\"hljs-punctuation\">(<\/span>VectorSource<span class=\"hljs-punctuation\">(<\/span>text<span class=\"hljs-punctuation\">)<\/span><span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u8fdb\u884c\u6587\u672c\u9884\u5904\u7406<\/span>\r\ncorpus <span class=\"hljs-operator\">&lt;-<\/span> tm_map<span class=\"hljs-punctuation\">(<\/span>corpus<span class=\"hljs-punctuation\">,<\/span> content_transformer<span class=\"hljs-punctuation\">(<\/span>tolower<span class=\"hljs-punctuation\">)<\/span><span class=\"hljs-punctuation\">)<\/span>\r\ncorpus <span class=\"hljs-operator\">&lt;-<\/span> tm_map<span class=\"hljs-punctuation\">(<\/span>corpus<span class=\"hljs-punctuation\">,<\/span> removePunctuation<span class=\"hljs-punctuation\">)<\/span>\r\ncorpus <span class=\"hljs-operator\">&lt;-<\/span> tm_map<span class=\"hljs-punctuation\">(<\/span>corpus<span class=\"hljs-punctuation\">,<\/span> removeNumbers<span class=\"hljs-punctuation\">)<\/span>\r\ncorpus <span class=\"hljs-operator\">&lt;-<\/span> tm_map<span class=\"hljs-punctuation\">(<\/span>corpus<span class=\"hljs-punctuation\">,<\/span> removeWords<span class=\"hljs-punctuation\">,<\/span> stopwords<span class=\"hljs-punctuation\">(<\/span><span class=\"hljs-string\">\"en\"<\/span><span class=\"hljs-punctuation\">)<\/span><span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u8fdb\u884c\u60c5\u611f\u5206\u6790<\/span>\r\nsentiment <span class=\"hljs-operator\">&lt;-<\/span> sentiment<span class=\"hljs-punctuation\">(<\/span>corpus<span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u8f93\u51fa\u60c5\u611f\u5206\u6790\u7ed3\u679c<\/span>\r\nprint<span class=\"hljs-punctuation\">(<\/span>sentiment<span class=\"hljs-operator\">$<\/span><span class=\"hljs-built_in\">all<\/span><span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u8fdb\u884c\u8bcd\u9891\u7edf\u8ba1<\/span>\r\ntdm <span class=\"hljs-operator\">&lt;-<\/span> TermDocumentMatrix<span class=\"hljs-punctuation\">(<\/span>corpus<span class=\"hljs-punctuation\">)<\/span>\r\nfreq <span class=\"hljs-operator\">&lt;-<\/span> rowSums<span class=\"hljs-punctuation\">(<\/span>as.matrix<span class=\"hljs-punctuation\">(<\/span>tdm<span class=\"hljs-punctuation\">)<\/span><span class=\"hljs-punctuation\">)<\/span>\r\nfreq <span class=\"hljs-operator\">&lt;-<\/span> subset<span class=\"hljs-punctuation\">(<\/span>freq<span class=\"hljs-punctuation\">,<\/span> freq <span class=\"hljs-operator\">&gt;<\/span> <span class=\"hljs-number\">0<\/span><span class=\"hljs-punctuation\">)<\/span>\r\nfreq <span class=\"hljs-operator\">&lt;-<\/span> sort<span class=\"hljs-punctuation\">(<\/span>freq<span class=\"hljs-punctuation\">,<\/span> decreasing <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-literal\">TRUE<\/span><span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u8f93\u51fa\u8bcd\u9891\u7edf\u8ba1\u7ed3\u679c<\/span>\r\nprint<span class=\"hljs-punctuation\">(<\/span>freq<span class=\"hljs-punctuation\">)<\/span>\r\n<\/code><\/pre>\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u306f\u3001\u6700\u521d\u306b2\u3064\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u542b\u3080\u30d9\u30af\u30c8\u30eb\u3092\u4f5c\u6210\u3057\u3001\u305d\u308c\u3092\u30b3\u30fc\u30d1\u30b9\u306b\u5909\u63db\u3057\u3066\u30c6\u30ad\u30b9\u30c8\u306e\u524d\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002\u6b21\u306b\u3001sentimentr\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u3066\u611f\u60c5\u5206\u6790\u3092\u884c\u3044\u3001\u7d50\u679c\u3092\u51fa\u529b\u3057\u307e\u3059\u3002\u6700\u5f8c\u306b\u3001tm\u30d1\u30c3\u30b1\u30fc\u30b8\u306eTermDocumentMatrix\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u3092\u7d71\u8a08\u3057\u3001\u7d50\u679c\u3092\u51fa\u529b\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u611f\u60c5\u5206\u6790\u3068\u5358\u8a9e\u306e\u983b\u5ea6\u7d71\u8a08\u3092\u7c21\u5358\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5b9f\u969b\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u3001\u30b3\u30fc\u30c9\u3092\u3055\u3089\u306b\u4fee\u6b63\u3084\u62e1\u5f35\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\u8a00\u8a9e\u3092\u7528\u3044\u305f\u611f\u60c5\u5206\u6790\u3068\u5358\u8a9e\u983b\u5ea6\u306e\u7d71\u8a08\u3092\u884c\u3046\u306b\u306f\u3001\u901a\u5e38\u3001\u8ffd\u52a0\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u5fc5\u8981\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001tm\u3068sentimentr\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u611f\u60c5\u5206\u6790\u3068\u5358\u8a9e\u983b\u5ea6\u306e\u7d71\u8a08\u3092\u884c\u3046\u305f\u3081\u306e\u7c21\u5358\u306a\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3067\u3059\u3002 # \u5b89\u88c5\u548c\u52a0\u8f7d [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[797,1002,1001,951,1003],"class_list":["post-5494","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-r","tag-1002","tag-1001","tag-951","tag-1003"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R\u8a00\u8a9e\u3067\u611f\u60c5\u5206\u6790\u3068\u983b\u5ea6\u5206\u6790\uff01\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u5165\u9580 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" 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