{"id":4968,"date":"2025-02-05T23:15:00","date_gmt":"2025-02-05T14:15:00","guid":{"rendered":"https:\/\/secondlife.lol\/?p=4968"},"modified":"2025-02-05T23:21:55","modified_gmt":"2025-02-05T14:21:55","slug":"python-survey-app-shiny-for-python-guide","status":"publish","type":"post","link":"https:\/\/secondlife.lol\/ja\/python-survey-app-shiny-for-python-guide\/","title":{"rendered":"Python\u30a2\u30f3\u30b1\u30fc\u30c8\u4f5c\u6210\uff1aShiny for Python\u521d\u5fc3\u8005\u5411\u3051\u30ac\u30a4\u30c9"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u3053\u3093\u306b\u3061\u306f\u3001Python\u306b\u60c5\u71b1\u7684\u306a\u7686\u3055\u3093\uff01\u4eca\u65e5\u306f\u672c\u5f53\u306b\u30a8\u30ad\u30b5\u30a4\u30c6\u30a3\u30f3\u30b0\u306a\u30c6\u30fc\u30de\u3067\u304a\u5c4a\u3051\u3057\u307e\u3059\u3002\u305d\u308c\u306f\u300cPython\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u4f5c\u6210\u300d\u3067\u3059\u3002 \u304a\u305d\u3089\u304f\u79c1\u306e\u3088\u3046\u306b\u7686\u3055\u3093\u3082\u4e00\u5ea6\u306f\u300c\u81ea\u5206\u3067\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u4f5c\u3063\u3066\u307f\u305f\u3044\u300d\u3068\u601d\u3063\u305f\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f \u4eca\u65e5\u306e\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u305d\u306e\u5922\u3092\u73fe\u5b9f\u306e\u3082\u306e\u306b\u3057\u307e\u3059\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u79c1\u305f\u3061\u306f\u300cShiny for Python\u300d\u3068\u3044\u3046\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u3001\u3053\u306e\u30c4\u30fc\u30eb\u306e\u4f7f\u3044\u65b9\u3092\u8a73\u3057\u304f\u5b66\u3073\u306a\u304c\u3089\u3001\u3042\u306a\u305f\u3060\u3051\u306e\u7d20\u6575\u306a\u30a2\u30f3\u30b1\u30fc\u30c8\u30a2\u30d7\u30ea\u3092\u4f5c\u3063\u3066\u3044\u304d\u307e\u3059\u3002 \u521d\u5fc3\u8005\u306e\u65b9\u3067\u3082\u5b89\u5fc3\u3057\u3066\u304f\u3060\u3055\u3044\u3001\u3053\u306e\u8a18\u4e8b\u306f\u3042\u306a\u305f\u306e\u305f\u3081\u306b\u7528\u610f\u3057\u307e\u3057\u305f\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3042\u3001Python\u306e\u9b54\u6cd5\u306e\u3088\u3046\u306a\u4e16\u754c\u306b\u4e00\u7dd2\u306b\u884c\u304d\u307e\u3057\u3087\u3046\u3002\u3042\u306a\u305f\u306e\u5275\u9020\u6027\u3092\u5b58\u5206\u306b\u767a\u63ee\u3067\u304d\u308bPython\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u4f5c\u6210\u3001\u59cb\u3081\u307e\u3057\u3087\u3046\uff01<\/p>\n\n\n<style>.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{color:var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{color:var(--global-palette2, #2B6CB0);font-size:28px;font-weight:regular;font-style:normal;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list{color:var(--global-palette1, #3182CE);line-height:2em;font-weight:regular;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list .kb-table-of-contents__entry:hover{color:var(--global-palette6, #718096);}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}@media all and (max-width: 767px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}<\/style>\n\n\n<h2 class=\"wp-block-heading\">1. Shiny for Python: \u30a2\u30f3\u30b1\u30fc\u30c8\u8abf\u67fb\u306e\u65b0\u3057\u3044\u5730\u5e73\u7dda<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/shiny.posit.co\/py\/\" target=\"_blank\" rel=\"noopener\">Shiny for Python<\/a>\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u958b\u767a\u8005\u306e\u9593\u3067\u6025\u901f\u306b\u4eba\u6c17\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002 \u306a\u305c\u3067\u3057\u3087\u3046\u304b\uff1f\u306a\u305c\u306a\u3089\u3001\u8907\u96d1\u306a\u30a6\u30a7\u30d6\u6280\u8853\u304c\u306a\u304f\u3066\u3082\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3089\u3067\u3059\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u306b\u3001\u30a2\u30f3\u30b1\u30fc\u30c8\u30a2\u30d7\u30ea\u3092\u4f5c\u308b\u6642\u306bShiny for Python\u3092\u4f7f\u3046\u3068\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u304b\u3089\u5206\u6790\u307e\u3067\u4e00\u5ea6\u306b\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u3068\u3066\u3082\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n<style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box4968_d8b3f1-06 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box4968_d8b3f1-06 .kt-blocks-info-box-link-wrap{border-top:5px solid var(--global-palette7, #eeeeee);border-right:5px solid var(--global-palette7, #eeeeee);border-bottom:5px solid var(--global-palette7, #eeeeee);border-left:5px solid var(--global-palette7, #eeeeee);border-top-left-radius:30px;border-top-right-radius:30px;border-bottom-right-radius:30px;border-bottom-left-radius:30px;background:#ffffff;padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kt-info-box4968_d8b3f1-06 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box4968_d8b3f1-06 .kt-info-svg-icon-flip, .kt-info-box4968_d8b3f1-06 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box4968_d8b3f1-06 .kt-blocks-info-box-media{border-radius:200px;overflow:hidden;border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:20px;padding-right:20px;padding-bottom:20px;padding-left:20px;margin-top:0px;margin-right:20px;margin-bottom:0px;margin-left:0px;}.kt-info-box4968_d8b3f1-06 .kt-blocks-info-box-media .kadence-info-box-image-intrisic img{border-radius:200px;}.kt-info-box4968_d8b3f1-06 .kt-infobox-textcontent h3.kt-blocks-info-box-title{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:5px;margin-right:0px;margin-bottom:10px;margin-left:0px;}.kt-info-box4968_d8b3f1-06 .kt-blocks-info-box-learnmore{background:transparent;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}@media all and (max-width: 1024px){.kt-info-box4968_d8b3f1-06 .kt-blocks-info-box-link-wrap{border-top:5px solid var(--global-palette7, #eeeeee);border-right:5px solid var(--global-palette7, #eeeeee);border-bottom:5px solid var(--global-palette7, #eeeeee);border-left:5px solid var(--global-palette7, #eeeeee);}}@media all and (max-width: 767px){.kt-info-box4968_d8b3f1-06 .kt-blocks-info-box-link-wrap{border-top:5px solid var(--global-palette7, #eeeeee);border-right:5px solid var(--global-palette7, #eeeeee);border-bottom:5px solid var(--global-palette7, #eeeeee);border-left:5px solid var(--global-palette7, #eeeeee);}}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box4968_d8b3f1-06\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-left kt-info-halign-left\"><div class=\"kt-blocks-info-box-media-container\"><div class=\"kt-blocks-info-box-media kt-info-media-animate-none\"><div class=\"kadence-info-box-icon-container kt-info-icon-animate-none\"><div class=\"kadence-info-box-icon-inner-container\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_alertCircle kt-info-svg-icon\"><svg viewbox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><line x1=\"12\" y1=\"8\" x2=\"12\" y2=\"12\"\/><line x1=\"12\" y1=\"16\" x2=\"12\" y2=\"16\"\/><\/svg><\/span><\/div><\/div><\/div><\/div><div class=\"kt-infobox-textcontent\"><h3 class=\"kt-blocks-info-box-title\">Shiny for Python<\/h3><p class=\"kt-blocks-info-box-text\">Shiny for Python\u306f\u3001Python\u3067\u30ec\u30b9\u30dd\u30f3\u30b7\u30d6\u306aWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002R\u8a00\u8a9e\u3067\u4eba\u6c17\u306e\u3042\u308bShiny\u30d1\u30c3\u30b1\u30fc\u30b8\u3092Python\u74b0\u5883\u306b\u6301\u3061\u8fbc\u3093\u3060\u3082\u306e\u3067\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u8907\u96d1\u306aWeb\u958b\u767a\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <br>Shiny for Python\u306fui\u3068server\u306e\u90e8\u5206\u3067\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u306b\u5fdc\u3058\u3066\u52d5\u7684\u306b\u7d50\u679c\u3092\u8a08\u7b97\u3057\u3066\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u307e\u305f\u3001Shinylive\u3092\u901a\u3058\u3066\u30b5\u30fc\u30d0\u30fc\u306a\u3057\u3067\u30d6\u30e9\u30a6\u30b6\u3067\u76f4\u63a5\u30a2\u30d7\u30ea\u3092\u5b9f\u884c\u3059\u308b\u6a5f\u80fd\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p><\/div><\/span><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">2.\u59cb\u3081\u308b\u524d\u306b\uff1a\u6e96\u5099\u7269\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Python\u30a2\u30f3\u30b1\u30fc\u30c8\u30a2\u30d7\u30ea\u3092\u4f5c\u308b\u524d\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u6e96\u5099\u304c\u5fc5\u8981\u3067\u3059\u3002\u4e00\u7dd2\u306b\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Python 3.8\u4ee5\u4e0a\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3002 (\u3053\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\u3059\u308b\u65b9\u6cd5\u306f <a href=\"https:\/\/secondlife.lol\/ja\/how-to-check-python-version\/\" data-type=\"post\" data-id=\"2437\">\u3053\u3053\u3092\u30af\u30ea\u30c3\u30af<\/a>)<\/li>\n\n\n\n<li>\u304a\u6c17\u306b\u5165\u308a\u306e\u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf (\u4f8b: VS Code, PyCharm)<\/li>\n\n\n\n<li>\u7aef\u672b\u306e\u4f7f\u3044\u65b9\u306e\u57fa\u790e\u77e5\u8b58<\/li>\n\n\n\n<li>\u60c5\u71b1\u3068\u597d\u5947\u5fc3(\u6700\u3082\u91cd\u8981!)<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3042\u3001\u6e96\u5099\u306f\u5b8c\u4e86\u3057\u307e\u3057\u305f\uff01\u308f\u304f\u308f\u304f\u3057\u306a\u304c\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. Shiny for Python\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u3001Shiny for Python\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u958b\u3044\u3066\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u30d4\u30c3\u30d7\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30b7\u30e3\u30a4\u30cb\u30fc<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u305f\u3089\u3001Python\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u4f5c\u308b\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u3042\u308bShiny for Python\u304c\u7c21\u5358\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002\u304b\u3063\u3053\u3044\u3044\u3067\u3059\u3088\u306d(\u4e0b\u306f\u65e2\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u305f\u72b6\u614b\u3067\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u5b9f\u884c\u3057\u305f\u3089\u3001already satisfied\u304c\u898b\u3048\u307e\u3059\u306d)\u3002<\/p>\n\n\n<style>.kb-image4968_bb3ba5-89 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image4968_bb3ba5-89 img.kb-img, .kb-image4968_bb3ba5-89 .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image4968_bb3ba5-89\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"995\" height=\"497\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-15.jpg\" alt=\"Shiny for Python \uc124\uce58\ud558\uae30\" class=\"kb-img wp-image-4971\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-15.jpg 995w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-15-300x150.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-15-600x300.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-15-768x384.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-15-18x9.jpg 18w\" sizes=\"(max-width: 995px) 100vw, 995px\" \/><figcaption>( Shiny for Python\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30bf\u30fc\u30df\u30ca\u30eb\u30a4\u30e1\u30fc\u30b8 )<\/figcaption><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">4.\u6700\u521d\u306eShiny\u30a2\u30d7\u30ea\u3092\u4f5c\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u308c\u3067\u306f\u3001\u672c\u683c\u7684\u306bPython\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u4f5c\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u307e\u305a\u3001\u4e00\u756a\u57fa\u672c\u7684\u306aShiny\u30a2\u30d7\u30ea\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002 \u3042\u3001\u77e5\u3063\u3066\u308b\u4eba\u306f\u77e5\u3063\u3066\u308b\u3067\u3057\u3087\u3046\u304c\u3001\u77e5\u3063\u3066\u3044\u308b\u4eba\u306f\u77e5\u3063\u3066\u308b\u3067\u3057\u3087\u3046\u3051\u3069 <a href=\"https:\/\/secondlife.lol\/ja\/python-virtual-environment-batch-file-creation\/\" data-type=\"post\" data-id=\"4655\">\u4eee\u60f3\u74b0\u5883<\/a>\u3067\u4e0b\u8a18\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code language-python\"><code>#survey_app\n\nfrom shiny import App, ui\n\n# UI\u5b9a\u7fa9\napp_ui = ui.page_fluid(\n    ui.h1(\"My First Shiny App\")\u3001\n    ui.p(\"Welcome to the world of Shiny for Python!\")\n)\n\n# \u7a7a\u767d\u306e\u30b5\u30fc\u30d0\u30fc\u95a2\u6570(\u5f8c\u304b\u3089\u30ed\u30b8\u30c3\u30af\u3092\u8ffd\u52a0\u53ef\u80fd)\ndef server(input, output, session)\uff1a\n    pass\n\n# Shiny\u30a2\u30d7\u30ea\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u751f\u6210\napp = App(app_ui, server)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b3\u30fc\u30c9\u89e3\u8aac<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>(\u4e0a\u306e\u30b3\u30fc\u30c9\u306fsurvey_app\u3068\u3044\u3046\u540d\u524d\u3067\u4fdd\u5b58\u3057\u307e\u3057\u305f\u3002)<\/li>\n\n\n\n<li><code>from shiny import App, ui<\/code>: Shiny\u30e9\u30a4\u30d6\u30e9\u30ea\u304b\u3089\u5fc5\u8981\u306a\u30af\u30e9\u30b9\u3068\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>app_ui = ui.page_fluid(...)<\/code>: \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9(UI)\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\n<ul class=\"wp-block-list\">\n<li><code>ui.h1(...)<\/code>\u3092\u8ffd\u52a0\u3057\u307e\u3059\uff1a\u30da\u30fc\u30b8\u306b\u5927\u304d\u306a\u30bf\u30a4\u30c8\u30eb\uff08h1\u30bf\u30b0\uff09\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>ui.p(...)<\/code>:\u6bb5\u843d(p\u30bf\u30b0)\u3092\u8ffd\u52a0\u3057\u3066\u30a6\u30a7\u30eb\u30ab\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><code>def server(input, output, session)\uff1a<\/code>: \u30b5\u30fc\u30d0\u30fc\u95a2\u6570\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u73fe\u5728\u306f\u7a7a\u306e\u95a2\u6570\u3067\u3059\u304c\u3001\u5f8c\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ed\u30b8\u30c3\u30af\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<a href=\"https:\/\/blog.zarathu.com\/posts\/2022-08-26-shinyforpython\/\" target=\"_blank\" rel=\"noreferrer noopener\">1<\/a>.<\/li>\n\n\n\n<li><code>app = App(app_ui, server)<\/code>: UI\u3068\u30b5\u30fc\u30d0\u30fc\u95a2\u6570\u3092\u7d44\u307f\u5408\u308f\u305b\u3066Shiny\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>shiny run survey_app.py<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u306e\u30b3\u30de\u30f3\u30c9\u3092\u30bf\u30fc\u30df\u30ca\u30eb\u306b\u5165\u529b\u3057\u3066Enter\u30ad\u30fc\u3092\u62bc\u3059\u3068\u4e0b\u8a18\u306e\u3088\u3046\u306a\u53cd\u5fdc\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u304c\u3001127.0.0.0.0.1:8000\u3092Ctrl\u30ad\u30fc\u3092\u62bc\u3057\u305f\u307e\u307e\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u672c\u5f53\u306b\u7c21\u5358\u306a\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002\u4e0d\u601d\u8b70\u3058\u3083\u306a\u3044\u3067\u3059\u304b\uff1f <\/p>\n\n\n<style>.kb-image4968_0730d0-0a .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image4968_0730d0-0a img.kb-img, .kb-image4968_0730d0-0a .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image4968_0730d0-0a\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"1200\" height=\"640\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-16.jpg\" alt=\"\ucf54\ub4dc\ucc3d\uacfc \ud130\ubbf8\ub110 \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-4972\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-16.jpg 1200w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-16-300x160.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-16-600x320.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-16-768x410.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-16-18x10.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption>( \u30d1\u30a4\u30c1\u30e3\u30fc\u30e0\u30b3\u30fc\u30c9\u30a6\u30a3\u30f3\u30c9\u30a6\u3068\u30bf\u30fc\u30df\u30ca\u30eb\u30a6\u30a3\u30f3\u30c9\u30a6\u306e\u30a4\u30e1\u30fc\u30b8)<\/figcaption><\/figure><\/div>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><\/blockquote>\n\n\n<style>.kb-image4968_320c8b-0d .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image4968_320c8b-0d img.kb-img, .kb-image4968_320c8b-0d .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image4968_320c8b-0d\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"1200\" height=\"638\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-17.jpg\" alt=\"\uc0dd\uc131\ub41c \uc6f9\ud398\uc774\uc9c0 \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-4973\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-17.jpg 1200w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-17-300x160.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-17-600x319.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-17-768x408.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-17-18x10.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption>( shiny\u30a2\u30d7\u30ea\u306e\u5b9f\u884c\u3067\u751f\u6210\u3055\u308c\u305f\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u306e\u753b\u50cf )<\/figcaption><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">5.\u30a2\u30f3\u30b1\u30fc\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u4f5c\u6210<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u308c\u3067\u306f\u672c\u683c\u7684\u306b\u30a2\u30f3\u30b1\u30fc\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f5c\u308a\u307e\u3057\u3087\u3046\u3002\u540d\u524d\u3001\u5e74\u9f62\u3001\u597d\u304d\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u5c0b\u306d\u308b\u7c21\u5358\u306a\u30d5\u30a9\u30fc\u30e0\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code language-python\"><code>from shiny import App, ui, reactive, responsive\n\n# UI\u5b9a\u7fa9\napp_ui = ui.page_fluid(\n    ui.h1(\"Python Programmer Survey\"), # \u30bf\u30a4\u30c8\u30eb (h1\u30bf\u30b0)\n    ui.input_text(\"name\", \"Enter your name\"), # \u30c6\u30ad\u30b9\u30c8\u5165\u529b\u30d5\u30a3\u30fc\u30eb\u30c9 (\u540d\u524d)\n    ui.input_numeric(\"age\", \"Enter your age\", value=20), # \u6570\u5024\u5165\u529b\u30d5\u30a3\u30fc\u30eb\u30c9 (\u30c7\u30d5\u30a9\u30eb\u30c8 20)\n    ui.input_select(\n        \"fav_lang\"\u3001\n        \"What is your favorite programming language?\", # \u9078\u629e\u5165\u529b\u30d5\u30a3\u30fc\u30eb\u30c9\n        choices=[\"Python\", \"JavaScript\", \"Java\", \"C++\", \"Other\"].\n    )\u3067\u3059\u3001\n    ui.input_action_button(\"submit\", \"Submit\"), # \u30dc\u30bf\u30f3 (\u9001\u4fe1)\n    ui.output_text_verbatim(\"result\") # \u51fa\u529b\u30d5\u30a3\u30fc\u30eb\u30c9 (\u7d50\u679c)\n)\n\n# \u30b5\u30fc\u30d0\u30fc\u30ed\u30b8\u30c3\u30af\u5b9a\u7fa9\ndef server(input, output, session)\uff1a\n    @reactive.Effect\n    @reactive.event(input.submit) # \u30dc\u30bf\u30f3\u30af\u30ea\u30c3\u30af\u6642\u5b9f\u884c\n    def submit_survey()\uff1a\n        # \u5165\u529b\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u6587\u5b57\u5217\u3067\u7d44\u307f\u5408\u308f\u305b\u3066\u51fa\u529b\u3059\u308b\n        result = f\"Name: {input.name()}, Age: {input.age()}, Favorite Language: {input.fav_lang()}\"\n        output.result.set(result) # \u7d50\u679c\u3092UI\u306b\u8868\u793a\u3057\u307e\u3059\u3002\n\n# Shiny\u30a2\u30d7\u30ea\u5b9f\u884c\napp = App(app_ui, server)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b3\u30fc\u30c9\u89e3\u8aac<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>UI\u69cb\u6210 (<code>app_ui<\/code>)<\/strong>\n<ul class=\"wp-block-list\">\n<li><code>ui.h1(...)<\/code> \u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u30bf\u30a4\u30c8\u30eb\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>ui.input_text(...)<\/code> : \u30e6\u30fc\u30b6\u30fc\u304c\u540d\u524d\u3092\u5165\u529b\u3067\u304d\u308b\u3088\u3046\u306b\u30c6\u30ad\u30b9\u30c8\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>ui.input_numeric(...)<\/code> :\u5e74\u9f62\u3092\u5165\u529b\u3067\u304d\u308b\u3088\u3046\u306b\u6570\u5024\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u306f20\u3067\u3059\u3002<\/li>\n\n\n\n<li><code>ui.input_select(...)<\/code> : \u30e6\u30fc\u30b6\u30fc\u304c\u597d\u304d\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u9078\u629e\u3067\u304d\u308b\u3088\u3046\u306b\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u30e1\u30cb\u30e5\u30fc\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>ui.input_action_button(...)<\/code> \u30a2\u30f3\u30b1\u30fc\u30c8\u9001\u4fe1\u30dc\u30bf\u30f3\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>ui.output_text_verbatim(...)<\/code> : \u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u7d50\u679c\u3092\u30c6\u30ad\u30b9\u30c8\u5f62\u5f0f\u3067\u51fa\u529b\u3059\u308b\u30b9\u30da\u30fc\u30b9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30b5\u30fc\u30d0\u30fc\u30ed\u30b8\u30c3\u30af (<code>\u30b5\u30fc\u30d0\u30fc<\/code> \u95a2\u6570)<\/strong>\n<ul class=\"wp-block-list\">\n<li><code>@reactive.Effect<\/code> : \u53cd\u5fdc\u578b\u95a2\u6570\u3067\u6307\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>@reactive.event(input.submit)<\/code> \u30dc\u30bf\u30f3\u30af\u30ea\u30c3\u30af(<code>\u63d0\u51fa\u3059\u308b<\/code>) \u30a4\u30d9\u30f3\u30c8\u304c\u767a\u751f\u3057\u305f\u3068\u304d\u306e\u307f\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>result = f\"Name: {input.name()}, Age: {input.age()}, Favorite Language: {input.fav_lang()}\"<\/code><br>\u2192 \u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308a\u3001\u6587\u5b57\u5217\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>output.result.set(result)<\/code><br>\u2192 \u7d50\u679c\u3092UI\u306e <code>output_text_verbatim(\"result\")<\/code> \u9818\u57df\u306b\u8868\u793a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Shiny\u30a2\u30d7\u30ea\u5b9f\u884c (<code>app = App(app_ui, server)<\/code>)<\/strong>\n<ul class=\"wp-block-list\">\n<li><code>App(app_ui, server)<\/code>\u3092\u751f\u6210\u3057\u3066UI\u3068\u30b5\u30fc\u30d0\u30fc\u3092\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>app.run()<\/code>\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u30a6\u30a7\u30d6\u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30d7\u30ea\u304c\u958b\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3067\u4e0b\u8a18\u306e\u3088\u3046\u306b\u57fa\u672c\u7684\u306aPython\u30a2\u30f3\u30b1\u30fc\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u5b8c\u6210\u3057\u307e\u3059\u3002\u4e0d\u601d\u8b70\u3058\u3083\u306a\u3044\u3067\u3059\u304b\uff1f<\/p>\n\n\n<style>.kb-image4968_74dbbb-6b .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image4968_74dbbb-6b img.kb-img, .kb-image4968_74dbbb-6b .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image4968_74dbbb-6b\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"1200\" height=\"638\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-18.jpg\" alt=\"\ud30c\uc774\uc36c \uc124\ubb38\uc870\uc0ac \ud3fc \uc6f9\ud398\uc774\uc9c0\" class=\"kb-img wp-image-4974\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-18.jpg 1200w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-18-300x160.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-18-600x319.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-18-768x408.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-18-18x10.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">6.\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a2\u30f3\u30b1\u30fc\u30c8\u306e\u6838\u5fc3\u306f\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3067\u3059\u3002 CSV\u30d5\u30a1\u30a4\u30eb\u306b\u30a2\u30f3\u30b1\u30fc\u30c8\u56de\u7b54\u8005\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code language-python\"><code>from shiny import App, ui, reactive, reactive\nimport pandas as pd # \u5fc5\u8981\u306a\u5834\u5408\u306fpip install pandas\u3067\u8a72\u5f53\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002\nfrom pathlib import Path\n\n# UI\u5b9a\u7fa9\napp_ui = ui.page_fluid(\n    ui.h1(\"Python Programmer Survey\"), # \u30bf\u30a4\u30c8\u30eb (h1\u30bf\u30b0)\n    ui.input_text(\"name\", \"Enter your name\"), # \u30c6\u30ad\u30b9\u30c8\u5165\u529b\u30d5\u30a3\u30fc\u30eb\u30c9 (\u540d\u524d)\n    ui.input_numeric(\"age\", \"Enter your age\", value=20), # \u6570\u5024\u5165\u529b\u30d5\u30a3\u30fc\u30eb\u30c9 (\u30c7\u30d5\u30a9\u30eb\u30c8 20)\n    ui.input_select(\n        \"fav_lang\"\u3001\n        \"What is your favorite programming language?\", # \u9078\u629e\u5165\u529b\u30d5\u30a3\u30fc\u30eb\u30c9\n        choices=[\"Python\", \"JavaScript\", \"Java\", \"C++\", \"Other\"].\n    )\u3067\u3059\u3001\n    ui.input_action_button(\"submit\", \"Submit\"), # \u30dc\u30bf\u30f3 (\u9001\u4fe1)\n    ui.output_text_verbatim(\"result\") # \u51fa\u529b\u30d5\u30a3\u30fc\u30eb\u30c9 (\u7d50\u679c)\n)\n\n# \u30b5\u30fc\u30d0\u30fc\u30ed\u30b8\u30c3\u30af\u5b9a\u7fa9\ndef server(input, output, session)\uff1a\n    @reactive.Effect\n    @reactive.event(input.submit) # \u30dc\u30bf\u30f3\u30af\u30ea\u30c3\u30af\u6642\u5b9f\u884c\n    def submit_survey()\uff1a\n        # \u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30c7\u30a3\u30af\u30b7\u30e7\u30ca\u30ea\u30fc\u5f62\u5f0f\u3067\u4fdd\u5b58\u3059\u308b\u3002\n        data = { \"name\n            \"name\"\uff1a[input.name()]\u3001\n            \"age\"\uff1a[input.age()]\u3001\n            \"favorite_language\"\uff1a[input.fav_lang()].\n        }\n        \n        #\u30c7\u30fc\u30bf\u3092Pandas DataFrame\u306b\u5909\u63db\u3059\u308b\n        df = pd.DataFrame(data)\n\n        # CSV\u30d5\u30a1\u30a4\u30eb\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u3092\u78ba\u8a8d\u5f8c\u4fdd\u5b58\n        file_path = \"survey_results.csv\"\n        if not Path(file_path).exists()\uff1a\n            df.to_csv(file_path, index=False) # 1\u56de\u76ee\u306e\u4fdd\u5b58\u6642\u306b\u30d8\u30c3\u30c0\u3092\u542b\u3080\n        else\uff1a\n            df.to_csv(file_path, mode=\"a\", header=False, index=False) # \u65e2\u5b58\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u8ffd\u52a0\u3067\u4fdd\u5b58\u3059\u308b\n\n        # \u7d50\u679c\u30e1\u30c3\u30bb\u30fc\u30b8\u3092UI\u306b\u51fa\u529b\n        output.result.set(\"Your response has been recorded. Thank you!\")\n\n# Shiny\u30a2\u30d7\u30ea\u3092\u5b9f\u884c\napp = App(app_ui, server)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b3\u30fc\u30c9\u89e3\u8aac<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">1. <strong>\u30c7\u30fc\u30bf\u3092CSV\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u30c7\u30fc\u30bf\u3092\u8f9e\u66f8(<code>\u30c7\u30a3\u30af\u30c8<\/code>)\u306e\u5f62\u3067\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>pandas.DataFrame<\/code>\u3092\u5229\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5fdc\u7b54\u30c7\u30fc\u30bf\u3092 <code>\"survey_results.csv\"<\/code> \u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002\n<ul class=\"wp-block-list\">\n<li>\u30d5\u30a1\u30a4\u30eb\u304c\u306a\u3044\u5834\u5408\u306f\u3001\u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3001\u30d8\u30c3\u30c0\u30fc\u3092\u542b\u3081\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d5\u30a1\u30a4\u30eb\u304c\u65e2\u306b\u5b58\u5728\u3059\u308b\u5834\u5408\u306f\u3001\u65b0\u3057\u3044\u5fdc\u7b54\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0(Append)\u30e2\u30fc\u30c9\u3067\u4fdd\u5b58(\u30d8\u30c3\u30c0\u30fc\u3092\u9664\u304f)\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">2. <strong>\u53cd\u5fdc\u578b\u30a4\u30d9\u30f3\u30c8\u51e6\u7406<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>@reactive.event(input.submit)<\/code>\u3092\u4f7f\u7528\u3057\u3066 <code>\u63d0\u51fa\u3059\u308b<\/code> \u30dc\u30bf\u30f3\u304c\u62bc\u3055\u308c\u305f\u3068\u304d\u3060\u3051\u5b9f\u884c\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">3. <strong>\u7d50\u679c\u30e1\u30c3\u30bb\u30fc\u30b8\u8868\u793a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u305f\u5f8c <code>\"\u3054\u56de\u7b54\u304c\u8a18\u9332\u3055\u308c\u307e\u3057\u305f\u3002\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\uff01\"<\/code> \u30e1\u30c3\u30bb\u30fc\u30b8\u3092UI\u306b\u51fa\u529b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Python\u30a2\u30f3\u30b1\u30fc\u30c8\u30d5\u30a9\u30fc\u30e0\u306bTrump, 20\u6b73, Python\u3067\u5165\u529b\u3057\u307e\u3057\u305f\u3002 \u305d\u3057\u3066Submit\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3068\u30a2\u30f3\u30b1\u30fc\u30c8\u56de\u7b54\u304cCSV\u30d5\u30a1\u30a4\u30eb(survey_result)\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u307f\u308b\u3068\u4e0b\u8a18\u306e\u3088\u3046\u306b\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\uff01<\/p>\n\n\n<style>.kb-image4968_771ae8-31 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image4968_771ae8-31 img.kb-img, .kb-image4968_771ae8-31 .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image4968_771ae8-31\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"1200\" height=\"750\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3.png\" alt=\"CSV\ud30c\uc77c\ub85c \ub370\uc774\ud130 \uc800\uc7a5\ud558\uae30\" class=\"kb-img wp-image-4978\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3.png 1200w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-300x188.png 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-600x375.png 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-768x480.png 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-3-18x12.png 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3042\uff01\u3053\u308c\u3067\u7686\u3055\u3093\u306fPython\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u6700\u521d\u306e\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3059\u3068\u3044\u3046\u7d20\u6674\u3089\u3057\u3044\u3053\u3068\u3092\u6210\u3057\u9042\u3052\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">7.\u30a2\u30f3\u30b1\u30fc\u30c8\u7d50\u679c\u3092\u53ef\u8996\u5316\u3059\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u305f\u306e\u3067\u3001\u4eca\u5ea6\u306f\u305d\u306e\u7d50\u679c\u3092\u53ef\u8996\u5316\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002Shiny for Python\u3068matplotlib\u3092\u4f7f\u3063\u3066\u7c21\u5358\u306a\u30c1\u30e3\u30fc\u30c8\u3092\u4f5c\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre id=\"language-python\" class=\"wp-block-code language-python\"><code>shiny import from shiny import App, ui, reactive, render\nimport pandas as pd\nimport matplotlib.pyplot as plt\nfrom pathlib import Path\n\n# UI\u5b9a\u7fa9\napp_ui = ui.page_fluid(\n    ui.h1(\"Python Programmer Survey\"), #\u306e\u30bf\u30a4\u30c8\u30eb\n    ui.input_text(\"name\", \"Enter your name\"), # \u540d\u524d\u5165\u529b\u30d5\u30a3\u30fc\u30eb\u30c9\n    ui.input_numeric(\"age\", \"Enter your age\", value=20), # \u5e74\u9f62\u5165\u529b\u30d5\u30a3\u30fc\u30eb\u30c9\n    ui.input_select(\n        \"fav_lang\"\u3001\n        \"What is your favorite programming language?\", # \u597d\u304d\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n        choices=[\"Python\", \"JavaScript\", \"Java\", \"C++\", \"Other\"], #\n    )\u3092\u6307\u5b9a\u3057\u307e\u3059\u3001\n    ui.input_action_button(\"submit\", \"Submit\"), # \u63d0\u51fa\u30dc\u30bf\u30f3\n    ui.output_text_verbatim(\"result\"), # \u7d50\u679c\u306e\u51fa\u529b\n    ui.output_plot(\"age_histogram\") # \u5e74\u9f62\u5206\u5e03\u306e\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u51fa\u529b\n)\n\n#\u30b5\u30fc\u30d0\u30fc\u30ed\u30b8\u30c3\u30af\u5b9a\u7fa9\ndef server(input, output, session)\uff1a\n    @reactive.Effect\n    @reactive.event(input.submit) # \u30dc\u30bf\u30f3\u30af\u30ea\u30c3\u30af\u6642\u5b9f\u884c\n    def submit_survey()\uff1a\n        # \u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u30c7\u30fc\u30bf\u3092\u30c7\u30a3\u30af\u30b7\u30e7\u30ca\u30ea\u30fc\u3068\u3057\u3066\u4fdd\u5b58\u3059\u308b\u3002\n        data = { \"name\n            \"name\"\u3067\u3059\uff1a[input.name()]\u3001\n            \"age\"\uff1a[input.age()]\u3001\n            \"favorite_language\"\uff1a[input.fav_lang()].\n        }\n        \n        # \u30c7\u30fc\u30bf\u3092DataFrame\u306b\u5909\u63db\u3057\u307e\u3059\u3002\n        df = pd.DataFrame(data)\n\n        # \u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u306e\u8a2d\u5b9a\n        file_path = \"survey_results.csv\"\n\n        # CSV\u30d5\u30a1\u30a4\u30eb\u304c\u306a\u3044\u5834\u5408\u306f\u30d8\u30c3\u30c0\u3092\u542b\u3081\u3066\u4f5c\u6210\u3001\u3042\u308b\u5834\u5408\u306f\u8ffd\u52a0 (Append)\n        if not Path(file_path).exists()\uff1a\n            df.to_csv(file_path, index=False)\n        else\uff1a\n            df.to_csv(file_path, mode=\"a\", header=False, index=False)\n\n        # \u4fdd\u5b58\u5b8c\u4e86\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u51fa\u529b\n        output.result.set(\"Your response has been recorded. Thank you!\")\n\n    @output\n    @render.plot\n    def age_histogram()\uff1a\n        # \u30a2\u30f3\u30b1\u30fc\u30c8\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f\n        file_path = \"survey_results.csv\"\n        if not Path(file_path).exists()\uff1a\n            return # \u30c7\u30fc\u30bf\u304c\u306a\u3044\u5834\u5408\u306f\u30b0\u30e9\u30d5\u3092\u63cf\u753b\u3057\u306a\u3044\n\n        df = pd.read_csv(file_path)\n\n        # \u5e74\u9f62\u5206\u5e03\u306e\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3059\u308b\n        fig, ax = plt.subplots(figsize=(10, 6)) # \u65b0\u3057\u3044figure\u751f\u6210\n        ax.hist(df['age'], bins=10, edgecolor='black', alpha=0.7) # \u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u4f5c\u6210\n        ax.set_title('Age Distribution')\n        ax.set_xlabel('Age')\n        ax.set_ylabel('Response Count')\n\n        return fig # `plt.gcf()` \u306e\u4ee3\u308f\u308a\u306b `fig` \u3092\u8fd4\u3057\u307e\u3059\u3002\n\n# Shiny\u30a2\u30d7\u30ea\u5b9f\u884c\napp = App(app_ui, server)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b3\u30fc\u30c9\u89e3\u8aac<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">1. <strong>\u5e74\u9f62\u5206\u5e03\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0 (<code>age_histogram<\/code> \u8ffd\u52a0)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>ui.output_plot(\"age_histogram\")<\/code>\u3092\u8ffd\u52a0\u3057\u3066UI\u306b\u30b0\u30e9\u30d5\u3092\u8868\u793a\u3059\u308b\u30b9\u30da\u30fc\u30b9\u3092\u4f5c\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>output @render.plot<\/code> \u30c7\u30b3\u30ec\u30fc\u30bf\u3092\u4f7f\u3063\u3066 <code>age_histogram()<\/code> \u95a2\u6570\u3092\u5b9a\u7fa9\u3002<\/li>\n\n\n\n<li><code>survey_results.csv<\/code>\u304b\u3089\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3093\u3067 <code>matplotlib<\/code>\u3092\u4f7f\u3063\u3066\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3002<\/li>\n\n\n\n<li>\u5e74\u9f62(<code>\u5e74\u9f62<\/code>)\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u57fa\u6e96\u306b\u56de\u7b54\u6570\u3092\u53ef\u8996\u5316\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">2. <strong>\u30c7\u30fc\u30bf\u304c\u306a\u3044\u5834\u5408\u306f\u4f8b\u5916\u51e6\u7406<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>if not Path(file_path).exists(): return<\/code> \u6761\u4ef6\u3092\u8ffd\u52a0\u3057\u3066\u3001\u30a2\u30f3\u30b1\u30fc\u30c8\u30c7\u30fc\u30bf\u304c\u306a\u3044\u5834\u5408\u306f\u30b0\u30e9\u30d5\u3092\u8868\u793a\u3057\u306a\u3044\u3088\u3046\u306b\u51e6\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">3. <strong>UI\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>ui.output_plot(\"age_histogram\")<\/code>\u3092\u8ffd\u52a0\u3057\u3066\u3001\u56de\u7b54\u8005\u306e\u5e74\u9f62\u5206\u5e03\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53ef\u8996\u5316\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3046\u3059\u308b\u3068\u3001\u56de\u7b54\u8005\u306e\u5e74\u9f62\u5206\u5e03\u304c\u4e00\u76ee\u3067\u308f\u304b\u308b\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002\u30c7\u30fc\u30bf\u304c\u751f\u304d\u751f\u304d\u3068\u52d5\u3044\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u305b\u3093\u304b\uff1f (\u73fe\u5728\u306f4\u4ef6\u3060\u3051\u30e9\u30f3\u30c0\u30e0\u306b\u5165\u529b\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u307e\u3068\u3082\u306a\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u306d)<\/p>\n\n\n<style>.kb-image4968_90cdea-dd .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image4968_90cdea-dd img.kb-img, .kb-image4968_90cdea-dd .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image4968_90cdea-dd\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"1200\" height=\"676\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-4-1.jpg\" alt=\"\ud30c\uc774\uc36c \uc124\ubb38\uc870\uc0ac \ub9cc\ub4e4\uae30\" class=\"kb-img wp-image-4979\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-4-1.jpg 1200w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-4-1-300x169.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-4-1-600x338.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-4-1-768x433.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/02\/image-4-1-18x10.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption>( \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u78ba\u8a8d\u53ef\u80fd\u306a\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u5b9f\u88c5\u3057\u305f\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u753b\u50cf )<\/figcaption><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">8.\u307e\u3068\u3081\uff1aShiny for Python\u306e\u7121\u9650\u306e\u53ef\u80fd\u6027<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u307e\u3067\u3001Shiny for Python\u3092\u4f7f\u3063\u3066\u7c21\u5358\u306aPython\u30a2\u30f3\u30b1\u30fc\u30c8\u30a2\u30d7\u30ea\u3092\u4f5c\u308a\u307e\u3057\u305f\u3002 \u3053\u308c\u306f\u307b\u3093\u306e\u59cb\u307e\u308a\u306b\u904e\u304e\u307e\u305b\u3093\uff01Shiny for Python\u3092\u4f7f\u3048\u3070\u3001\u3088\u308a\u8907\u96d1\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30a2\u30d7\u30ea\u3092\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u66f4\u65b0\u3055\u308c\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/li>\n\n\n\n<li>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u9069\u7528\u3057\u305f\u4e88\u6e2c\u30a2\u30d7\u30ea<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3042\u306a\u305f\u306e\u60f3\u50cf\u529b\u304c\u9650\u754c\u3067\u3059\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Python\u30a2\u30f3\u30b1\u30fc\u30c8\u4f5c\u6210\u3001\u3044\u304b\u304c\u3067\u3057\u305f\u304b\uff1fShiny for Python\u306e\u4f7f\u3044\u65b9\u3092\u5b66\u3073\u306a\u304c\u3089\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u304b\u3089\u5206\u6790\u3001\u53ef\u8996\u5316\u307e\u3067\u4e00\u5ea6\u306b\u3067\u304d\u308b\u306e\u306f\u672c\u5f53\u306b\u9b45\u529b\u7684\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f \u3053\u308c\u3067\u3042\u306a\u305f\u3082\u81ea\u5206\u3060\u3051\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u30a2\u30d7\u30ea\u3092\u4f5c\u308b\u305f\u3081\u306e\u57fa\u790e\u77e5\u8b58\u304c\u8eab\u306b\u3064\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3088\u308a\u6df1\u304f\u5b66\u3073\u305f\u3044\u65b9\u3001 <a href=\"https:\/\/shiny.posit.co\/py\/docs\/overview.html\" target=\"_blank\" rel=\"noopener\">Shiny for Python<\/a>\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002 \u305d\u3057\u3066\u4f55\u3088\u308a\u3082\u3001\u81ea\u5206\u3067\u4f5c\u3063\u3066\u307f\u308b\u306e\u304c\u4e00\u756a\u826f\u3044\u5b66\u7fd2\u65b9\u6cd5\u3067\u3059\u3002\u3042\u306a\u305f\u3060\u3051\u306e\u30e6\u30cb\u30fc\u30af\u306a\u30a2\u30f3\u30b1\u30fc\u30c8\u30a2\u30d7\u30ea\u3092\u4f5c\u3063\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3042\u3001\u6b21\u306f\u7686\u3055\u3093\u306e\u756a\u3067\u3059\u3002Python\u3068Shiny for Python\u3067\u3069\u3093\u306a\u7d20\u6575\u306a\u30a2\u30d7\u30ea\u3092\u4f5c\u308a\u305f\u3044\u3067\u3059\u304b\uff1f\u30b3\u30e1\u30f3\u30c8\u3067\u3042\u306a\u305f\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u5171\u6709\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4e00\u7dd2\u306b\u6210\u9577\u3059\u308b\u697d\u3057\u3055\u3092\u5171\u6709\u3057\u307e\u3057\u3087\u3046\uff01<\/p>\n\n\n<style>.kb-image4457_249bea-0c.kb-image-is-ratio-size, .kb-image4457_249bea-0c .kb-image-is-ratio-size{max-width:300px;width:100%;}.wp-block-kadence-column > .kt-inside-inner-col > .kb-image4457_249bea-0c.kb-image-is-ratio-size, .wp-block-kadence-column > .kt-inside-inner-col > .kb-image4457_249bea-0c .kb-image-is-ratio-size{align-self:unset;}.kb-image4457_249bea-0c figure{max-width:300px;}.kb-image4457_249bea-0c .image-is-svg, .kb-image4457_249bea-0c .image-is-svg img{width:100%;}.kb-image4457_249bea-0c .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image4457_249bea-0c\"><figure class=\"aligncenter size-medium\"><img decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-300x300.webp\" alt=\"\ud14c\ub9ac \uc774\ubaa8\ud2f0\ucf58\" class=\"kb-img wp-image-4456\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-300x300.webp 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-600x600.webp 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-150x150.webp 150w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-768x768.webp 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding-12x12.webp 12w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/01\/teri-coding.webp 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><figcaption><strong>( \u697d\u3057\u304f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u307e\u3057\u3087\u3046\uff01 )<\/strong><\/figcaption><\/figure><\/div>","protected":false},"excerpt":{"rendered":"<p>\uc548\ub155\ud558\uc138\uc694, \ud30c\uc774\uc36c \uc5f4\uc815 \ub118\uce58\ub294 \uc5ec\ub7ec\ubd84! \uc624\ub298\uc740 \uc815\ub9d0 \ud765\ubbf8\uc9c4\uc9c4\ud55c \uc8fc\uc81c\ub85c \ucc3e\uc544\uc654\uc2b5\ub2c8\ub2e4&#8230;.<\/p>","protected":false},"author":3,"featured_media":4981,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[3],"tags":[874,177,875,876,33],"class_list":["post-4968","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-coding","tag-shiny-for-python","tag-177","tag-875","tag-876","tag-33"],"taxonomy_info":{"category":[{"value":3,"label":"\ud30c\uc774\uc36c(Python)"}],"post_tag":[{"value":874,"label":"Shiny 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