{"id":1255,"date":"2023-06-29T11:06:27","date_gmt":"2023-06-29T02:06:27","guid":{"rendered":"https:\/\/ykrfannews.com\/?p=1255"},"modified":"2023-07-13T10:23:10","modified_gmt":"2023-07-13T01:23:10","slug":"spotifyapi%e3%81%a7%e3%82%86%e3%81%8b%e3%82%8a%e3%81%95%e3%82%93%e3%81%ae%e6%a5%bd%e6%9b%b2%e3%82%92%e5%88%86%e9%a1%9e%e3%81%97%e3%81%a6%e3%81%bf%e3%82%8b","status":"publish","type":"post","link":"https:\/\/ykrfannews.com\/?p=1255","title":{"rendered":"SpotifyAPI\u3067\u3086\u304b\u308a\u3055\u3093\u306e\u697d\u66f2\u3092\u5206\u985e\u3057\u3066\u307f\u308b"},"content":{"rendered":"\n<p>\u30c4\u30a2\u30fc\u304c\u59cb\u307e\u308b\u524d\u306f\u6687\u306a\u6642\u9593\u304c\u3042\u308c\u3070Youtube\u3067\u6642\u9593\u3092\u6d6a\u8cbb\u3057\u3066\u3044\u305f\u3051\u3069\u3001\u59cb\u307e\u3063\u305f\u3089\u5c45\u9152\u5c4b\u3067\u4eba\u3068\u8a71\u3057\u305f\u308a\u4ed6\u4eba\u306e\u30d6\u30ed\u30b0\u3092\u8aad\u3093\u3067\u307f\u305f\u308a\u3057\u3066\u3044\u308b\u3046\u3061\u306b\u5b9f\u9a13\u3057\u3066\u307f\u305f\u3044\u3053\u3068\u304c\u5897\u3048\u3066\u304f\u308b\u3002<\/p>\n\n\n\n<p>\u4eba\u306b\u3088\u3063\u3066\u306f\u5275\u4f5c\u6d3b\u52d5\u3063\u3066\u8a00\u3046\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u4ee5\u524d\u306b<a rel=\"noreferrer noopener\" href=\"https:\/\/ykrfannews.com\/?p=1157\" data-type=\"URL\" data-id=\"https:\/\/ykrfannews.com\/?p=1157\" target=\"_blank\">\u3086\u304b\u308a\u3055\u3093\u306e\u66f2\u306e\u7279\u5fb4\u3092\u30bb\u30c8\u30ea\u304b\u3089\u4f5c\u3063\u3066\u307f\u308b<\/a>\u3068\u3044\u3046\u81ea\u5206\u3067\u898b\u8fd4\u3057\u3066\u3082\u8a33\u306e\u5206\u304b\u3089\u306a\u3044\u4e8b\u3092\u3084\u3063\u3066\u307f\u305f\u3051\u3069\u3001\u305d\u306e\u5ef6\u9577\u3067\u8a33\u306e\u308f\u304b\u3089\u306a\u3044\u4e8b\u3092\u3057\u3066\u307f\u3088\u3046\u3068\u601d\u3046\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p>\u4eca\u56de\u4f7f\u3046\u306e\u306f\u30bb\u30c8\u30ea\u60c5\u5831\u3067\u306f\u306a\u304f\u3066Spotify\u306e\u30c7\u30fc\u30bf\u3067\u3059\u3002<\/p>\n\n\n\n<p>Spotify\u306f\u7121\u6599api\u3068\u3057\u306614\u9805\u76ee\u306e\u697d\u66f2\u306e\u30c7\u30fc\u30bf\u3092\u516c\u958b\u3057\u3066\u3044\u308b\u3002\u4f8b\u3048\u3070\u3001acousticness(\u30a2\u30b3\u30b9\u30c6\u611f)\u3001energy(\u5143\u6c17\u3055?)\u3001valence(\u60b2\u89b3\u7684or\u697d\u89b3\u7684)\u306a\u3069\u3002<\/p>\n\n\n\n<p>\u305d\u3046\u3044\u3046\u6570\u5024\u3067\u3086\u304b\u308a\u3055\u3093\u306e\u66f2\u306e\u5206\u985e\u3092\u3059\u308b\u306e\u304c\u3053\u306e\u8a18\u4e8b\u306e\u76ee\u6a19\u3067\u3059\u3002(\u4e3b\u6210\u5206\u5206\u6790\u3068\u304b\u3044\u3046\u3084\u3064\u3002)<\/p>\n\n\n\n<p>\u4eca\u56de\u306f14\u9805\u76ee\u306e\u697d\u66f2\u30c7\u30fc\u30bf\u306e\u3046\u3061\u4e0b\u8a18\u306e\uff18\u9805\u76ee\u3060\u3051\u3092\u4f7f\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>(\u6b8b\u308a\u306e6\u9805\u76ee\u306f0,1\u3068\u3044\u3046\u304bon\/off\u306a\u306e\u3067\u4e3b\u6210\u5206\u5206\u6790\u3059\u308b\u3068\u5f15\u3063\u5f35\u3089\u308c\u308b\u306e\u3067\u9664\u5916\u3057\u305f\u3002)<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-background has-fixed-layout\" style=\"background-color:#fad5de\"><thead><tr><th>\u9805\u76ee<\/th><th>\u30e1\u30e2<\/th><\/tr><\/thead><tbody><tr><td>acousticness<\/td><td>\u30a2\u30b3\u30b9\u30c6\u611f\u3001\u5024\u306f0~1\u306e\u9593<\/td><\/tr><tr><td>danceability<\/td><td>\u30c0\u30f3\u30b9\u611f\u3001\u5024\u306f0~1\u306e\u9593<\/td><\/tr><tr><td>energy<\/td><td>\u5143\u6c17\u3055\u3001\u5024\u306f0~1\u306e\u9593<\/td><\/tr><tr><td>tempo<\/td><td>\u30c6\u30f3\u30dd\u3001BMP\u306e\u5024\u3000(\u4eca\u56de\u306f0~1\u3067\u6b63\u898f\u5316)<\/td><\/tr><tr><td>valence<\/td><td>\u60b2\u89b3\u7684\u304b\u697d\u89b3\u7684\u304b\u3001\u5024\u306f0~1\u306e\u9593<\/td><\/tr><tr><td>loudness<\/td><td>\u97f3\u5727\uff08\u97f3\u91cf\uff09\u30c7\u30b7\u30d9\u30eb\u5024\u3000(\u4eca\u56de\u306f0~1\u3067\u6b63\u898f\u5316)<\/td><\/tr><tr><td>liveness<\/td><td>\u30e9\u30a4\u30d6\u611f(\u5ba2\u304c\u5c45\u308b\u304b?)\u3001\u5024\u306f0~1\u306e\u9593<\/td><\/tr><tr><td>key<\/td><td>\u30ad\u30fc\u3000(\u4eca\u56de\u306f0~1\u3067\u6b63\u898f\u5316)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u5206\u6790\u5bfe\u8c61\u306e\u3086\u304b\u308a\u3055\u3093\u306e\u66f2\u306f\u5168\u90e8\u3067206\u66f2\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6b8b\u5ff5\u306a\u304c\u3089\u307e\u3060Spotify\u3067\u300c\u304b\u304f\u308c\u3093\u307c\u3002\u300d\u66f2\u304c\u7121\u3044\u306e\u3067\u904e\u53bb\u66f2\u3070\u304b\u308a\u3002<\/p>\n\n\n\n<p>\u88dc\u8db3\u3057\u3066\u304a\u304f\u3068Spotify\u306f\u66f2\u304c\u540c\u3058\u3067\u3082\u53ce\u9332\u30a2\u30eb\u30d0\u30e0\u304c\u9055\u3046\u3068\u9055\u3046\u66f2\u3068\u3057\u3066\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u4eca\u56de\u306f\u72ec\u65ad\u3068\u504f\u898b\u3067\u540c\u3058\u66f2\u3068\u601d\u308f\u308c\u308b\u3082\u306e\u306f\u9664\u5916\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\uff18\u9805\u76ee\u3082\u4e00\u3005\u6bd4\u8f03\u3057\u3066\u3044\u304f\u306e\u306f\u4eba\u9593\u306b\u306f\u96e3\u5100\u306a\u306e\u3067\u3001\u3042\u308c\u3092\u3053\u30fc\u3057\u3066\u7121\u7406\u3084\u308a\uff12\u9805\u76ee(\u8ef8)\u306b\u3057\u3066\u30d7\u30ed\u30c3\u30c8\u3057\u305f\u7d50\u679c\u304c\u4e0b\u56f3\u3002<\/p>\n\n\n\n<p>\uff08\u5177\u4f53\u7684\u306b\u8a00\u3046\u3068Python\u306esklearn\u30e9\u30a4\u30d6\u30e9\u30ea\u3067PCA\u306b\u30c7\u30fc\u30bf\u3092\u5165\u308c\u305f\u3060\u3051\u3067\u3059\u3002\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/05\/all.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"520\" src=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/05\/all-1024x520.webp\" alt=\"\" class=\"wp-image-1251\" srcset=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/05\/all-1024x520.webp 1024w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/05\/all-300x152.webp 300w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/05\/all-768x390.webp 768w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/05\/all-1536x781.webp 1536w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/05\/all-1140x579.webp 1140w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/05\/all.webp 1631w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u5148\u305a\u3053\u306e\u30b0\u30e9\u30d5\u306e\u7e26\u8ef8\u3067\u3059\u304c\u304a\u304a\u3088\u305d\u30a2\u30b3\u30b9\u30c6\u5ea6\u306b\u5f15\u3063\u5f35\u3089\u308c\u3066\u3044\u307e\u3059\u3002(\u30a2\u30b3\u30b9\u30c6\u5ea6\u304c\u9ad8\u3044\u3068\u4e0a)<\/p>\n\n\n\n<p>\u30a2\u30b3\u30b9\u30c6\u5ea6\u306e\u9ad8\u3044\u300c\u30b3\u30cf\u30af\u30ce\u30a6\u30bf\u300d\u300c\u512a\u3057\u3044\u591c\u306b\u3002\u300d\u300cJelly Fish\u300d\u306a\u3069\u306a\u3069\u304c\u30b0\u30e9\u30d5\u306e\u4e0a\u306e\u65b9\u306b\u914d\u7f6e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u6a2a\u8ef8\u3067\u3059\u304c\u3001\u3053\u308c\u306f\u304a\u304a\u3088\u305d\u30ad\u30fc\u306e\u9ad8\u3055\u306b\u5f15\u3063\u5f35\u3089\u308c\u3066\u3044\u3066\u3001\u30ad\u30fc\u304c\u9ad8\u3044\u307b\u3069\u53f3\u5074\u306b\u914d\u7f6e\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5b9f\u969b\u306b\u898b\u3066\u3044\u304f\u3068\u5225\u306b\u30ad\u30fc\u304c\u9ad8\u304f\u7121\u3044\u3093\u3060\u3051\u3069\u306a\u3068\u3044\u3046\u66f2\u304c\u53f3\u5074\u306b\u914d\u7f6e\u3055\u308c\u3066\u3044\u305f\u308a\u3059\u308b\u306e\u3067\u3001\u3042\u304f\u307e\u3067\u6570\u3042\u308b\u4e2d\u3067\u3056\u3063\u304f\u308a\u3068\u8003\u3048\u308b\u306a\u3089\u3068\u3044\u3046\u610f\u5473\u5408\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30b0\u30e9\u30d5\u306e\u4e2d\u3067\u5024\u304c\u4f3c\u3066\u3044\u308b\u3082\u306e\u306f\u540c\u3058\u30b0\u30eb\u30fc\u30d7\u3068\u3057\u3066\u307e\u3068\u3081\u308b\u3068\u898b\u3084\u3059\u3044\u306e\u3067\u4eca\u56de\u306fKmeans\u3068\u3044\u3046\u30aa\u30fc\u30bd\u30c9\u30c3\u30af\u30b9\u306a\u624b\u6cd5\u3067\uff15\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u8ef8\u306e\u7279\u5fb4\u3068\u5408\u308f\u305b\u3066\u3056\u3063\u304f\u308a\u3068\u5404\u30b0\u30eb\u30fc\u30d7\u306e\u7279\u5fb4\u3092\u4e0b\u8a18\u306b\u6319\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<p>1group(\u7d3a):\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u9ad8\u3001\u30ad\u30fc\u5024\u7121\u95a2\u4fc2\u3001\u30b0\u30e9\u30d5\u306e\u4e0a\u534a\u5206<\/p>\n\n\n\n<p>2group(\u9ec4\u7dd1):\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4e2d\u7a0b\u5ea6\u3001\u30ad\u30fc\u4f4e\u3081<\/p>\n\n\n\n<p>3group(\u7dd1):\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4e2d\u7a0b\u5ea6\u3001\u30ad\u30fc\u9ad8\u3081<\/p>\n\n\n\n<p>4group(\u9ec4):\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4f4e\u3001\u30ad\u30fc\u4f4e\u3081<\/p>\n\n\n\n<p>5group(\u7d2b):\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4f4e\u3001\u30ad\u30fc\u9ad8\u3081<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/all_map_block.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"478\" src=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/all_map_block-1024x478.png\" alt=\"\" class=\"wp-image-1313\" srcset=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/all_map_block-1024x478.png 1024w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/all_map_block-300x140.png 300w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/all_map_block-768x358.png 768w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/all_map_block-1536x717.png 1536w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/all_map_block-1140x532.png 1140w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/all_map_block.png 1691w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p>\u524d\u7f6e\u304d\u304c\u9577\u304f\u306a\u3063\u305f\u3051\u308c\u3069\u3001\u3053\u306e\u751f\u6210\u3057\u305f\u30c7\u30fc\u30bf\u3092\u5143\u306bwith me?\u30c4\u30a2\u30fc\u3067\u30bb\u30c8\u30ea\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u66f2\u3092\u898b\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5c45\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u304cCSV\u3067\u898b\u305f\u3044\u65b9\u306fgit\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>(Link : <a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/samsumario\/ykrfannews\/tree\/main\/spotifyAPI\" target=\"_blank\">https:\/\/github.com\/samsumario\/ykrfannews\/tree\/main\/spotifyAPI<\/a>)<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/ykrfannews.com\/?p=1255\/#fancy_baby_doll_3Group\" >fancy baby doll (3Group)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/ykrfannews.com\/?p=1255\/#%E3%82%A8%E3%82%AD%E3%82%BB%E3%83%B3%E3%83%88%E3%83%AA%E3%83%83%E3%82%AF%E3%83%BB%E3%83%A9%E3%83%B4%E3%82%A1%E3%83%BC_5Group\" >\u30a8\u30ad\u30bb\u30f3\u30c8\u30ea\u30c3\u30af\u30fb\u30e9\u30f4\u30a1\u30fc (5Group)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/ykrfannews.com\/?p=1255\/#Super_Special_Smiling_Shy_girl_5Group\" >Super Special Smiling Shy girl (5Group)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/ykrfannews.com\/?p=1255\/#Moonlight_secret_2Group\" >Moonlight secret (2Group)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/ykrfannews.com\/?p=1255\/#%E3%83%87%E3%82%A4%E3%82%B8%E3%83%BC%E3%83%BB%E3%83%96%E3%83%AB%E3%83%BC_2Group\" >\u30c7\u30a4\u30b8\u30fc\u30fb\u30d6\u30eb\u30fc (2Group)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/ykrfannews.com\/?p=1255\/#%E6%98%9F%E9%99%8D%E3%82%8B%E5%A4%A2%E3%81%A7%E9%80%A2%E3%81%84%E3%81%BE%E3%81%97%E3%82%87%E3%81%86_3Group\" >\u661f\u964d\u308b\u5922\u3067\u9022\u3044\u307e\u3057\u3087\u3046 (3Group)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/ykrfannews.com\/?p=1255\/#%E5%A4%A9%E4%BD%BF%E3%81%AE%E3%81%8A%E4%BB%95%E4%BA%8B_5Group\" >\u5929\u4f7f\u306e\u304a\u4ed5\u4e8b (5Group)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/ykrfannews.com\/?p=1255\/#mon_cheri_4Group\" >mon cheri (4Group)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/ykrfannews.com\/?p=1255\/#Spring_fever_4Group\" >Spring fever (4Group)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/ykrfannews.com\/?p=1255\/#%E3%81%BE%E3%81%A8%E3%82%81\" >\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"fancy_baby_doll_3Group\"><\/span>fancy baby doll (3Group)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/fbd2.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"519\" src=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/fbd2-1024x519.webp\" alt=\"\" class=\"wp-image-1318\" srcset=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/fbd2-1024x519.webp 1024w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/fbd2-300x152.webp 300w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/fbd2-768x389.webp 768w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/fbd2-1536x778.webp 1536w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/fbd2-1140x578.webp 1140w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/fbd2.webp 1636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u30a2\u30b3\u30b9\u30c6\u5ea6\u3082\u30ad\u30fc\u3082\u4e2d\u7a0b\u5ea6\u3002\u30b0\u30e9\u30d5\u306e\u771f\u3093\u4e2d\u3089\u3078\u3093\u306b\u4f4d\u7f6e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u66f2\u306b\u8fd1\u3044\u306e\u306f\u30c1\u30a7\u30eb\u30b7\u30fc\u30ac\u30fc\u30eb\u3084Luv Fanatic\u5225\u30b0\u30eb\u30fc\u30d7\u3060\u3068if\u3084Fortune of love\u304c\u8fd1\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%A8%E3%82%AD%E3%82%BB%E3%83%B3%E3%83%88%E3%83%AA%E3%83%83%E3%82%AF%E3%83%BB%E3%83%A9%E3%83%B4%E3%82%A1%E3%83%BC_5Group\"><\/span>\u30a8\u30ad\u30bb\u30f3\u30c8\u30ea\u30c3\u30af\u30fb\u30e9\u30f4\u30a1\u30fc (5Group)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/eccentric2.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"519\" src=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/eccentric2-1024x519.webp\" alt=\"\" class=\"wp-image-1320\" srcset=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/eccentric2-1024x519.webp 1024w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/eccentric2-300x152.webp 300w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/eccentric2-768x389.webp 768w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/eccentric2-1536x778.webp 1536w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/eccentric2-1140x578.webp 1140w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/eccentric2.webp 1636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u30a2\u30b3\u30b9\u30c6\u5ea6\u4f4e\u3081\u3001\u30ad\u30fc\u9ad8\u3081\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u66f2\u306b\u8fd1\u3044\u306e\u306f\u604b\u30bf\u30a4\u3001\u30ef\u30f3\u30c0\u30fc\u30c6\u30fc\u30eb\u3001\u5929\u4f7f\u3058\u3083\u306a\u304f\u3066\u3082<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Super_Special_Smiling_Shy_girl_5Group\"><\/span>Super Special Smiling Shy girl (5Group)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/SSSSg2.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"519\" src=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/SSSSg2-1024x519.webp\" alt=\"\" class=\"wp-image-1321\" srcset=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/SSSSg2-1024x519.webp 1024w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/SSSSg2-300x152.webp 300w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/SSSSg2-768x389.webp 768w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/SSSSg2-1536x778.webp 1536w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/SSSSg2-1140x578.webp 1140w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/SSSSg2.webp 1636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u30a2\u30b3\u30b9\u30c6\u5ea6\u4f4e\u3081\u3001\u30ad\u30fc\u4e2d\u7a0b\u5ea6\u3002\u30a8\u30ad\u30bb\u30f3\u30c8\u30ea\u30c3\u30af\u30fb\u30e9\u30d0\u30fc\u3068\u540c\u3058\u30b0\u30eb\u30fc\u30d7\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u66f2\u306b\u8fd1\u3044\u306e\u306f\u300c\u3060\u3063\u3066\u00d7\uff12\u30a6\u30ad\u30a6\u30ad\u300d\u3084Gratitude\u3002<\/p>\n\n\n\n<p>\u5225\u30b0\u30eb\u30fc\u30d7\u3060\u3068\u7ae5\u8a71\u8ff7\u5bae\u306a\u3069\u304c\u3042\u308a\u3001\u304b\u306a\u308a\u5bc6\u96c6\u3057\u305f\u4f4d\u7f6e\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Moonlight_secret_2Group\"><\/span>Moonlight secret (2Group)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moonlight2.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"519\" src=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moonlight2-1024x519.webp\" alt=\"\" class=\"wp-image-1322\" srcset=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moonlight2-1024x519.webp 1024w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moonlight2-300x152.webp 300w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moonlight2-768x389.webp 768w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moonlight2-1536x778.webp 1536w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moonlight2-1140x578.webp 1140w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moonlight2.webp 1636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4e2d\u7a0b\u5ea6\u3001\u30ad\u30fc\u4f4e\u3081\u3002<\/p>\n\n\n\n<p>\u5272\u3068\u72ec\u7acb\u3057\u305f\u4f4d\u7f6e\u306b\u3044\u307e\u3059\u3002\u8fd1\u3044\u6240\u3067candy smile\u3084Cherry Kiss\u3002<\/p>\n\n\n\n<p>\u540c\u3058\u30b0\u30eb\u30fc\u30d7\u5185\u3067\u8fd1\u3044\u306e\u306f\u6b21\u306e\u30c7\u30a4\u30b8\u30fc\u30fb\u30d6\u30eb\u30fc<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%82%A4%E3%82%B8%E3%83%BC%E3%83%BB%E3%83%96%E3%83%AB%E3%83%BC_2Group\"><\/span>\u30c7\u30a4\u30b8\u30fc\u30fb\u30d6\u30eb\u30fc (2Group)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/1a71c85f8d25e43d7127d6782f2ff55d.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"508\" src=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/1a71c85f8d25e43d7127d6782f2ff55d-1024x508.webp\" alt=\"\" class=\"wp-image-1323\" srcset=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/1a71c85f8d25e43d7127d6782f2ff55d-1024x508.webp 1024w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/1a71c85f8d25e43d7127d6782f2ff55d-300x149.webp 300w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/1a71c85f8d25e43d7127d6782f2ff55d-768x381.webp 768w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/1a71c85f8d25e43d7127d6782f2ff55d-1536x762.webp 1536w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/1a71c85f8d25e43d7127d6782f2ff55d-1140x566.webp 1140w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/1a71c85f8d25e43d7127d6782f2ff55d.webp 1670w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>Moonlight secret\u3068\u540c\u3058\u3067\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4e2d\u7a0b\u5ea6\u3001\u30ad\u30fc\u4f4e\u3081\u3002<\/p>\n\n\n\n<p>\u307e\u3063\u3059\u3050\u306a\u5fc3\u3001\u604b\u6b4c\u59eb\u3068\u304b\u306a\u308a\u8fd1\u3044\u4f4d\u7f6e\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%98%9F%E9%99%8D%E3%82%8B%E5%A4%A2%E3%81%A7%E9%80%A2%E3%81%84%E3%81%BE%E3%81%97%E3%82%87%E3%81%86_3Group\"><\/span>\u661f\u964d\u308b\u5922\u3067\u9022\u3044\u307e\u3057\u3087\u3046 (3Group)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/a26fc9405a926c632a1ef5b8b138e57d.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"519\" src=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/a26fc9405a926c632a1ef5b8b138e57d-1024x519.webp\" alt=\"\" class=\"wp-image-1324\" srcset=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/a26fc9405a926c632a1ef5b8b138e57d-1024x519.webp 1024w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/a26fc9405a926c632a1ef5b8b138e57d-300x152.webp 300w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/a26fc9405a926c632a1ef5b8b138e57d-768x389.webp 768w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/a26fc9405a926c632a1ef5b8b138e57d-1536x778.webp 1536w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/a26fc9405a926c632a1ef5b8b138e57d-1140x578.webp 1140w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/a26fc9405a926c632a1ef5b8b138e57d.webp 1636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>fbd\u3068\u540c\u3058\u30b0\u30eb\u30fc\u30d7\u3002(\u30a2\u30b3\u30b9\u30c6\u5ea6\u3082\u30ad\u30fc\u3082\u4e2d\u7a0b\u5ea6)<\/p>\n\n\n\n<p>\u5606\u304d\u306e\u4e18\u3001Tiny Rainbow\u304c\u8fd1\u3044\u4f4d\u7f6e\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%A4%A9%E4%BD%BF%E3%81%AE%E3%81%8A%E4%BB%95%E4%BA%8B_5Group\"><\/span>\u5929\u4f7f\u306e\u304a\u4ed5\u4e8b (5Group)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/9c85783afb11ce5963e7973cdac15477.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"519\" src=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/9c85783afb11ce5963e7973cdac15477-1024x519.webp\" alt=\"\" class=\"wp-image-1325\" srcset=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/9c85783afb11ce5963e7973cdac15477-1024x519.webp 1024w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/9c85783afb11ce5963e7973cdac15477-300x152.webp 300w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/9c85783afb11ce5963e7973cdac15477-768x389.webp 768w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/9c85783afb11ce5963e7973cdac15477-1536x778.webp 1536w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/9c85783afb11ce5963e7973cdac15477-1140x578.webp 1140w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/9c85783afb11ce5963e7973cdac15477.webp 1636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u30a8\u30ad\u30bb\u30f3\u30c8\u30ea\u30c3\u30af\u30fb\u30e9\u30d0\u30fc\u3001SSSSg\u3068\u540c\u3058\u30b0\u30eb\u30fc\u30d7\u3002<\/p>\n\n\n\n<p>\u30d1\u30d4\u30a3\u30e9\u30f4\u3001You&amp;Me\u3001Honey Moon\u3068\u304b\u306a\u308a\u8fd1\u3044\u4f4d\u7f6e\u95a2\u4fc2\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"mon_cheri_4Group\"><\/span>mon cheri (4Group)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moncheri2.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"508\" src=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moncheri2-1024x508.webp\" alt=\"\" class=\"wp-image-1326\" srcset=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moncheri2-1024x508.webp 1024w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moncheri2-300x149.webp 300w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moncheri2-768x381.webp 768w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moncheri2-1536x762.webp 1536w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moncheri2-1140x566.webp 1140w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/moncheri2.webp 1670w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4f4e\u3001\u30ad\u30fc\u4f4e\u3081\u306e\uff14\u30b0\u30eb\u30fc\u30d7\u3002<\/p>\n\n\n\n<p>\u8fd1\u3044\u4f4d\u7f6e\u95a2\u4fc2\u306b\u3042\u308b\u306e\u306fCherry Kiss\u3084Candy smile<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Spring_fever_4Group\"><\/span>Spring fever (4Group)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/spring2.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"487\" src=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/spring2-1024x487.webp\" alt=\"\" class=\"wp-image-1327\" srcset=\"https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/spring2-1024x487.webp 1024w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/spring2-300x143.webp 300w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/spring2-768x365.webp 768w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/spring2-1536x730.webp 1536w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/spring2-1140x542.webp 1140w, https:\/\/ykrfannews.com\/blog\/wp-content\/uploads\/2023\/06\/spring2.webp 1780w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>mon cheri\u3068\u540c\u3058\u30b0\u30eb\u30fc\u30d7\u3002(\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4f4e\u3001\u30ad\u30fc\u4f4e\u3081)<\/p>\n\n\n\n<p>\u8fd1\u3044\u66f2\u306f\u30a8\u30a2\u30b7\u30e5\u30fc\u30bf\u30fc\u3001Cherry Kiss\u3084Candy smile<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u3076\u3063\u3061\u3083\u3051\u305f\u6240\u30db\u30f3\u30c8\u306b\u4f3c\u3066\u3044\u308b\u304b\u3068\u8a00\u308f\u308c\u308b\u3068\u5fae\u5999\u306a\u611f\u3058\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u5168\u7136\u5225\u306e\u30a2\u30fc\u30c6\u30a3\u30b9\u30c8\u306e\u66f2\u3092\u5165\u308c\u3066\u6bd4\u8f03\u3057\u3066\u307f\u308b\u3068\u3082\u3046\u5c11\u3057\u9762\u767d\u3044\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u4ed6\u306e\u5973\u306e\u66f2\u306b\u8208\u5473\u304c\u7121\u3044\u306e\u3067\u4eca\u56de\u306f\u3053\u308c\u3067\u7d42\u4e86\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c4\u30a2\u30fc\u304c\u59cb\u307e\u308b\u524d\u306f\u6687\u306a\u6642\u9593\u304c\u3042\u308c\u3070Youtube\u3067\u6642\u9593\u3092\u6d6a\u8cbb\u3057\u3066\u3044\u305f\u3051\u3069\u3001\u59cb\u307e\u3063\u305f\u3089\u5c45\u9152\u5c4b\u3067\u4eba\u3068\u8a71\u3057\u305f\u308a\u4ed6\u4eba\u306e\u30d6\u30ed\u30b0\u3092\u8aad\u3093\u3067\u307f\u305f\u308a\u3057\u3066\u3044\u308b\u3046\u3061\u306b\u5b9f\u9a13\u3057\u3066\u307f\u305f\u3044\u3053\u3068\u304c\u5897\u3048\u3066\u304f\u308b\u3002 \u4eba\u306b\u3088\u3063\u3066\u306f\u5275\u4f5c\u6d3b\u52d5\u3063\u3066\u8a00\u3046\u304b\u3082\u3057\u308c\u306a\u3044\u3002 \u4ee5\u524d\u306b\u3086\u304b\u308a\u3055\u3093\u306e\u66f2\u306e\u7279\u5fb4\u3092\u30bb\u30c8\u30ea\u304b\u3089\u4f5c\u3063\u3066\u307f\u308b\u3068\u3044\u3046\u81ea\u5206\u3067\u898b\u8fd4\u3057\u3066\u3082\u8a33\u306e\u5206\u304b\u3089\u306a\u3044\u4e8b\u3092\u3084\u3063\u3066\u307f\u305f\u3051\u3069\u3001\u305d\u306e\u5ef6\u9577\u3067\u8a33\u306e\u308f\u304b\u3089\u306a\u3044\u4e8b\u3092\u3057\u3066\u307f\u3088\u3046\u3068\u601d\u3046\u3002 \u3000 \u4eca\u56de\u4f7f\u3046\u306e\u306f\u30bb\u30c8\u30ea\u60c5\u5831\u3067\u306f\u306a\u304f\u3066Spotify\u306e\u30c7\u30fc\u30bf\u3067\u3059\u3002 Spotify\u306f\u7121\u6599api\u3068\u3057\u306614\u9805\u76ee\u306e\u697d\u66f2\u306e\u30c7\u30fc\u30bf\u3092\u516c\u958b\u3057\u3066\u3044\u308b\u3002\u4f8b\u3048\u3070\u3001acousticness(\u30a2\u30b3\u30b9\u30c6\u611f)\u3001energy(\u5143\u6c17\u3055?)\u3001valence(\u60b2\u89b3\u7684or\u697d\u89b3\u7684)\u306a\u3069\u3002 \u305d\u3046\u3044\u3046\u6570\u5024\u3067\u3086\u304b\u308a\u3055\u3093\u306e\u66f2\u306e\u5206\u985e\u3092\u3059\u308b\u306e\u304c\u3053\u306e\u8a18\u4e8b\u306e\u76ee\u6a19\u3067\u3059\u3002(\u4e3b\u6210\u5206\u5206\u6790\u3068\u304b\u3044\u3046\u3084\u3064\u3002) \u4eca\u56de\u306f14\u9805\u76ee\u306e\u697d\u66f2\u30c7\u30fc\u30bf\u306e\u3046\u3061\u4e0b\u8a18\u306e\uff18\u9805\u76ee\u3060\u3051\u3092\u4f7f\u3044\u307e\u3057\u305f\u3002 (\u6b8b\u308a\u306e6\u9805\u76ee\u306f0,1\u3068\u3044\u3046\u304bon\/off\u306a\u306e\u3067\u4e3b\u6210\u5206\u5206\u6790\u3059\u308b\u3068\u5f15\u3063\u5f35\u3089\u308c\u308b\u306e\u3067\u9664\u5916\u3057\u305f\u3002) \u9805\u76ee \u30e1\u30e2 acousticness \u30a2\u30b3\u30b9\u30c6\u611f\u3001\u5024\u306f0~1\u306e\u9593 danceability \u30c0\u30f3\u30b9\u611f\u3001\u5024\u306f0~1\u306e\u9593 energy \u5143\u6c17\u3055\u3001\u5024\u306f0~1\u306e\u9593 tempo \u30c6\u30f3\u30dd\u3001BMP\u306e\u5024\u3000(\u4eca\u56de\u306f0~1\u3067\u6b63\u898f\u5316) valence \u60b2\u89b3\u7684\u304b\u697d\u89b3\u7684\u304b\u3001\u5024\u306f0~1\u306e\u9593 loudness \u97f3\u5727\uff08\u97f3\u91cf\uff09\u30c7\u30b7\u30d9\u30eb\u5024\u3000(\u4eca\u56de\u306f0~1\u3067\u6b63\u898f\u5316) liveness \u30e9\u30a4\u30d6\u611f(\u5ba2\u304c\u5c45\u308b\u304b?)\u3001\u5024\u306f0~1\u306e\u9593 key \u30ad\u30fc\u3000(\u4eca\u56de\u306f0~1\u3067\u6b63\u898f\u5316) \u5206\u6790\u5bfe\u8c61\u306e\u3086\u304b\u308a\u3055\u3093\u306e\u66f2\u306f\u5168\u90e8\u3067206\u66f2\u3067\u3059\u3002 \u6b8b\u5ff5\u306a\u304c\u3089\u307e\u3060Spotify\u3067\u300c\u304b\u304f\u308c\u3093\u307c\u3002\u300d\u66f2\u304c\u7121\u3044\u306e\u3067\u904e\u53bb\u66f2\u3070\u304b\u308a\u3002 \u88dc\u8db3\u3057\u3066\u304a\u304f\u3068Spotify\u306f\u66f2\u304c\u540c\u3058\u3067\u3082\u53ce\u9332\u30a2\u30eb\u30d0\u30e0\u304c\u9055\u3046\u3068\u9055\u3046\u66f2\u3068\u3057\u3066\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u4eca\u56de\u306f\u72ec\u65ad\u3068\u504f\u898b\u3067\u540c\u3058\u66f2\u3068\u601d\u308f\u308c\u308b\u3082\u306e\u306f\u9664\u5916\u3057\u307e\u3057\u305f\u3002 \uff18\u9805\u76ee\u3082\u4e00\u3005\u6bd4\u8f03\u3057\u3066\u3044\u304f\u306e\u306f\u4eba\u9593\u306b\u306f\u96e3\u5100\u306a\u306e\u3067\u3001\u3042\u308c\u3092\u3053\u30fc\u3057\u3066\u7121\u7406\u3084\u308a\uff12\u9805\u76ee(\u8ef8)\u306b\u3057\u3066\u30d7\u30ed\u30c3\u30c8\u3057\u305f\u7d50\u679c\u304c\u4e0b\u56f3\u3002 \uff08\u5177\u4f53\u7684\u306b\u8a00\u3046\u3068Python\u306esklearn\u30e9\u30a4\u30d6\u30e9\u30ea\u3067PCA\u306b\u30c7\u30fc\u30bf\u3092\u5165\u308c\u305f\u3060\u3051\u3067\u3059\u3002\uff09 \u5148\u305a\u3053\u306e\u30b0\u30e9\u30d5\u306e\u7e26\u8ef8\u3067\u3059\u304c\u304a\u304a\u3088\u305d\u30a2\u30b3\u30b9\u30c6\u5ea6\u306b\u5f15\u3063\u5f35\u3089\u308c\u3066\u3044\u307e\u3059\u3002(\u30a2\u30b3\u30b9\u30c6\u5ea6\u304c\u9ad8\u3044\u3068\u4e0a) \u30a2\u30b3\u30b9\u30c6\u5ea6\u306e\u9ad8\u3044\u300c\u30b3\u30cf\u30af\u30ce\u30a6\u30bf\u300d\u300c\u512a\u3057\u3044\u591c\u306b\u3002\u300d\u300cJelly Fish\u300d\u306a\u3069\u306a\u3069\u304c\u30b0\u30e9\u30d5\u306e\u4e0a\u306e\u65b9\u306b\u914d\u7f6e\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u6b21\u306b\u6a2a\u8ef8\u3067\u3059\u304c\u3001\u3053\u308c\u306f\u304a\u304a\u3088\u305d\u30ad\u30fc\u306e\u9ad8\u3055\u306b\u5f15\u3063\u5f35\u3089\u308c\u3066\u3044\u3066\u3001\u30ad\u30fc\u304c\u9ad8\u3044\u307b\u3069\u53f3\u5074\u306b\u914d\u7f6e\u3055\u308c\u307e\u3059\u3002 \u5b9f\u969b\u306b\u898b\u3066\u3044\u304f\u3068\u5225\u306b\u30ad\u30fc\u304c\u9ad8\u304f\u7121\u3044\u3093\u3060\u3051\u3069\u306a\u3068\u3044\u3046\u66f2\u304c\u53f3\u5074\u306b\u914d\u7f6e\u3055\u308c\u3066\u3044\u305f\u308a\u3059\u308b\u306e\u3067\u3001\u3042\u304f\u307e\u3067\u6570\u3042\u308b\u4e2d\u3067\u3056\u3063\u304f\u308a\u3068\u8003\u3048\u308b\u306a\u3089\u3068\u3044\u3046\u610f\u5473\u5408\u3044\u3067\u3059\u3002 \u30b0\u30e9\u30d5\u306e\u4e2d\u3067\u5024\u304c\u4f3c\u3066\u3044\u308b\u3082\u306e\u306f\u540c\u3058\u30b0\u30eb\u30fc\u30d7\u3068\u3057\u3066\u307e\u3068\u3081\u308b\u3068\u898b\u3084\u3059\u3044\u306e\u3067\u4eca\u56de\u306fKmeans\u3068\u3044\u3046\u30aa\u30fc\u30bd\u30c9\u30c3\u30af\u30b9\u306a\u624b\u6cd5\u3067\uff15\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u3057\u307e\u3057\u305f\u3002 \u8ef8\u306e\u7279\u5fb4\u3068\u5408\u308f\u305b\u3066\u3056\u3063\u304f\u308a\u3068\u5404\u30b0\u30eb\u30fc\u30d7\u306e\u7279\u5fb4\u3092\u4e0b\u8a18\u306b\u6319\u3052\u307e\u3059\u3002 1group(\u7d3a):\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u9ad8\u3001\u30ad\u30fc\u5024\u7121\u95a2\u4fc2\u3001\u30b0\u30e9\u30d5\u306e\u4e0a\u534a\u5206 2group(\u9ec4\u7dd1):\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4e2d\u7a0b\u5ea6\u3001\u30ad\u30fc\u4f4e\u3081 3group(\u7dd1):\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4e2d\u7a0b\u5ea6\u3001\u30ad\u30fc\u9ad8\u3081 4group(\u9ec4):\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4f4e\u3001\u30ad\u30fc\u4f4e\u3081 5group(\u7d2b):\u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u5ea6\u304c\u4f4e\u3001\u30ad\u30fc\u9ad8\u3081 \u3000 \u524d\u7f6e\u304d\u304c\u9577\u304f\u306a\u3063\u305f\u3051\u308c\u3069\u3001\u3053\u306e\u751f\u6210\u3057\u305f\u30c7\u30fc\u30bf\u3092\u5143\u306bwith me?\u30c4\u30a2\u30fc\u3067\u30bb\u30c8\u30ea\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u66f2\u3092\u898b\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002 \u5c45\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u304cCSV\u3067\u898b\u305f\u3044\u65b9\u306fgit\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u3042\u308a\u307e\u3059\u3002 (Link : https:\/\/github.com\/samsumario\/ykrfannews\/tree\/main\/spotifyAPI) fancy baby doll (3Group) 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