{"id":14243,"date":"2023-06-14T11:30:38","date_gmt":"2023-06-14T02:30:38","guid":{"rendered":"https:\/\/www.tetsumag.com\/?p=14243"},"modified":"2026-08-01T13:42:17","modified_gmt":"2026-08-01T04:42:17","slug":"338","status":"publish","type":"post","link":"https:\/\/tetsumag.com\/blog\/2023\/06\/14\/338\/","title":{"rendered":"\u3010pandas\u3011describe\u3067\u7d71\u8a08\u5024\u304c\u8868\u793a\u3055\u308c\u306a\u3044\u6642\u306e\u5bfe\u5fdc\u3010Python\u3011"},"content":{"rendered":"\n<p>\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u304a\u3044\u3066describe\u30e1\u30bd\u30c3\u30c9\u306f\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002<\/p>\n<p>Excel\u7b49\u306e\u8868\u8a08\u7b97\u30bd\u30d5\u30c8\u3067\u57fa\u672c\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3046\u969b\u306b\u306f\u5fc5\u305a\u5e73\u5747\u3084\u6700\u5927\u5024\u6700\u5c0f\u5024\u306e\u96c6\u8a08\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306fdescribe\u30e1\u30bd\u30c3\u30c9\u306e\u57fa\u672c\u64cd\u4f5c\u3068\u6587\u5b57\u5217\u30c7\u30fc\u30bf\u3068\u6570\u5024\u30c7\u30fc\u30bf\u306e\u5834\u5408\u306e\u4f7f\u3044\u65b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p><span style=\"color: #339966;\"><a href=\"https:\/\/drive.google.com\/file\/d\/1jvClHjjnyzK0MfeRLW06KrSydGoKzW05\/view?usp=sharing\" target=\"_blank\" rel=\"noopener\" style=\"color: #339966;\">\u4f8b\u984c\u3068\u3057\u3066\u306ecsv\u30d5\u30a1\u30a4\u30eb\u306f\u3053\u3053\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/span><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"nmakolRyPz\"><p><a href=\"https:\/\/www.tetsumag.com\/2020\/11\/07\/125\/\">\u3010pandas\u3011pandas\u306e\u57fa\u672c\u77e5\u8b58\u3000\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067\u3010Python\u3011<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\u3010pandas\u3011pandas\u306e\u57fa\u672c\u77e5\u8b58\u3000\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067\u3010Python\u3011&#8221; &#8212; \u3066\u3064\u307e\u3050\" src=\"https:\/\/www.tetsumag.com\/2020\/11\/07\/125\/embed\/#?secret=51VvcPG8Re#?secret=nmakolRyPz\" data-secret=\"nmakolRyPz\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_38 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">\u76ee\u6b21<\/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\" style=\"display: none;\"><label for=\"item\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;\"><svg style=\"fill: #444444;color:#444444\" 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: #444444;color:#444444\" 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><\/label><input type=\"checkbox\" id=\"item\"><\/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:\/\/tetsumag.com\/blog\/2023\/06\/14\/338\/#describe%E3%83%A1%E3%82%BD%E3%83%83%E3%83%89%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\" title=\"describe\u30e1\u30bd\u30c3\u30c9\u306b\u3064\u3044\u3066\">describe\u30e1\u30bd\u30c3\u30c9\u306b\u3064\u3044\u3066<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/tetsumag.com\/blog\/2023\/06\/14\/338\/#%E7%B5%B1%E8%A8%88%E6%83%85%E5%A0%B1%E3%82%92%E7%9E%AC%E6%99%82%E3%81%AB%E8%A1%A8%E7%A4%BA%E3%81%A7%E3%81%8D%E3%82%8B\" title=\"\u7d71\u8a08\u60c5\u5831\u3092\u77ac\u6642\u306b\u8868\u793a\u3067\u304d\u308b\">\u7d71\u8a08\u60c5\u5831\u3092\u77ac\u6642\u306b\u8868\u793a\u3067\u304d\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/tetsumag.com\/blog\/2023\/06\/14\/338\/#%E6%96%87%E5%AD%97%E5%88%97%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%A0%B4%E5%90%88%E3%81%A8%E6%95%B0%E5%80%A4%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%A0%B4%E5%90%88%E3%81%A7%E8%A1%A8%E7%A4%BA%E3%81%95%E3%82%8C%E3%82%8B%E6%83%85%E5%A0%B1%E3%81%8C%E7%95%B0%E3%81%AA%E3%82%8B\" title=\"\u6587\u5b57\u5217\u30c7\u30fc\u30bf\u306e\u5834\u5408\u3068\u6570\u5024\u30c7\u30fc\u30bf\u306e\u5834\u5408\u3067\u8868\u793a\u3055\u308c\u308b\u60c5\u5831\u304c\u7570\u306a\u308b\">\u6587\u5b57\u5217\u30c7\u30fc\u30bf\u306e\u5834\u5408\u3068\u6570\u5024\u30c7\u30fc\u30bf\u306e\u5834\u5408\u3067\u8868\u793a\u3055\u308c\u308b\u60c5\u5831\u304c\u7570\u306a\u308b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/tetsumag.com\/blog\/2023\/06\/14\/338\/#%E6%96%87%E5%AD%97%E5%88%97%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E6%95%B0%E5%80%A4%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AB%E5%A4%89%E6%8F%9B%E3%81%97%E3%81%A6%E5%85%A8%E3%81%A6%E3%81%AE%E7%B5%B1%E8%A8%88%E6%83%85%E5%A0%B1%E3%82%92%E8%A1%A8%E7%A4%BA%E3%81%99%E3%82%8B\" title=\"\u6587\u5b57\u5217\u30c7\u30fc\u30bf\u3092\u6570\u5024\u30c7\u30fc\u30bf\u306b\u5909\u63db\u3057\u3066\u5168\u3066\u306e\u7d71\u8a08\u60c5\u5831\u3092\u8868\u793a\u3059\u308b\">\u6587\u5b57\u5217\u30c7\u30fc\u30bf\u3092\u6570\u5024\u30c7\u30fc\u30bf\u306b\u5909\u63db\u3057\u3066\u5168\u3066\u306e\u7d71\u8a08\u60c5\u5831\u3092\u8868\u793a\u3059\u308b<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/tetsumag.com\/blog\/2023\/06\/14\/338\/#astypeint%E3%83%A1%E3%82%BD%E3%83%83%E3%83%89%E3%81%A7object%E5%9E%8B%E3%81%8B%E3%82%89int%E5%9E%8B%E3%81%AB%E5%A4%89%E6%8F%9B\" title=\"astype(int)\u30e1\u30bd\u30c3\u30c9\u3067object\u578b\u304b\u3089int\u578b\u306b\u5909\u63db\">astype(int)\u30e1\u30bd\u30c3\u30c9\u3067object\u578b\u304b\u3089int\u578b\u306b\u5909\u63db<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/tetsumag.com\/blog\/2023\/06\/14\/338\/#%E3%81%BE%E3%81%A8%E3%82%81\" title=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"describe%E3%83%A1%E3%82%BD%E3%83%83%E3%83%89%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\"><\/span>describe\u30e1\u30bd\u30c3\u30c9\u306b\u3064\u3044\u3066<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>describe\u30e1\u30bd\u30c3\u30c9\u306e\u57fa\u672c\u306b\u3064\u3044\u3066\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E7%B5%B1%E8%A8%88%E6%83%85%E5%A0%B1%E3%82%92%E7%9E%AC%E6%99%82%E3%81%AB%E8%A1%A8%E7%A4%BA%E3%81%A7%E3%81%8D%E3%82%8B\"><\/span>\u7d71\u8a08\u60c5\u5831\u3092\u77ac\u6642\u306b\u8868\u793a\u3067\u304d\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/www.tetsumag.com\/wp-content\/uploads\/2023\/06\/202306141056.jpg\" alt=\"\" width=\"1123\" height=\"794\" class=\"aligncenter size-full wp-image-14249\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/06\/202306141056.jpg 1123w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/06\/202306141056-1024x724.jpg 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/06\/202306141056-768x543.jpg 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/06\/202306141056-600x424.jpg 600w\" sizes=\"(max-width: 1123px) 100vw, 1123px\" \/><\/p>\n<p>describe()\u3092\u4f7f\u3048\u3070\u7d71\u8a08\u60c5\u5831\u3092\u77ac\u6642\u306b\u62bd\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u6271\u3046\u30c7\u30fc\u30bf\u306e\u4e2d\u306b\u306f\u6b20\u640d\u5024\u3084\u5916\u308c\u5024(\u53c2\u8003\u306b\u306a\u3089\u306a\u3044\u5024)\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306e\u30a8\u30e9\u30fc\u3092\u9664\u3044\u305f\u5834\u5408\u306e\u6700\u5927\u5024\u3084\u6700\u5c0f\u5024\u306b\u5024\u3092\u7f6e\u63db\u3059\u308b\u306a\u3069\u306e\u524d\u51e6\u7406\u4f5c\u696d\u306bdescribe()\u304c\u6d3b\u8e8d\u3057\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%96%87%E5%AD%97%E5%88%97%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%A0%B4%E5%90%88%E3%81%A8%E6%95%B0%E5%80%A4%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E5%A0%B4%E5%90%88%E3%81%A7%E8%A1%A8%E7%A4%BA%E3%81%95%E3%82%8C%E3%82%8B%E6%83%85%E5%A0%B1%E3%81%8C%E7%95%B0%E3%81%AA%E3%82%8B\"><\/span>\u6587\u5b57\u5217\u30c7\u30fc\u30bf\u306e\u5834\u5408\u3068\u6570\u5024\u30c7\u30fc\u30bf\u306e\u5834\u5408\u3067\u8868\u793a\u3055\u308c\u308b\u60c5\u5831\u304c\u7570\u306a\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/www.tetsumag.com\/wp-content\/uploads\/2023\/06\/202306141104.jpg\" alt=\"\" width=\"1123\" height=\"794\" class=\"aligncenter size-full wp-image-14253\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/06\/202306141104.jpg 1123w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/06\/202306141104-1024x724.jpg 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/06\/202306141104-768x543.jpg 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2023\/06\/202306141104-600x424.jpg 600w\" sizes=\"(max-width: 1123px) 100vw, 1123px\" \/><\/p>\n<p>describe()\u3092\u6271\u3046\u969b\u306e\u6ce8\u610f\u70b9\u306f\u3001\u30c7\u30fc\u30bf\u306e\u578b\u306b\u3088\u3063\u3066\u8868\u793a\u3055\u308c\u308b\u60c5\u5831\u304c\u7570\u306a\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u6570\u5024\u30c7\u30fc\u30bf\u306e\u5834\u5408\u306b\u306f\u3059\u3079\u3066\u306e\u7d71\u8a08\u60c5\u5831\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u304c\u3001\u6587\u5b57\u5217\u30c7\u30fc\u30bf\u306e\u5834\u5408\u306f\u5e73\u5747\u3084\u6a19\u6e96\u504f\u5dee\u7b49\u306e\u60c5\u5831\u306f\u8868\u793a\u3055\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u898b\u305f\u76ee\u4e0a\u306f\u6570\u5b57\u3067\u3082\u30c7\u30fc\u30bf\u306e\u578b\u304cint\u578b\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u3068\u3059\u3079\u3066\u306e\u7d71\u8a08\u60c5\u5831\u3092\u8868\u793a\u3067\u304d\u306a\u3044\u306e\u3067\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u578b\u3092\u8abf\u3079\u308b\u306b\u306f.dtypes\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" title=\"\">\r\n\r\ndf.dtypes\r\n\r\n#\u3053\u306e\u5834\u5408\u306f\u5168\u3066\u6587\u5b57\u5217\u30c7\u30fc\u30bf\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u5e73\u5747\u3084\u6a19\u6e96\u504f\u5dee\u304c\u8868\u793a\u3055\u308c\u306a\u3044\r\n\u793e\u54e1\u756a\u53f7     object\r\n\u59d3        object\r\n\u540d        object\r\n\u6027\u5225       object\r\n\u6240\u5c5e\u90e8\u7f72\u540d    object\r\n\u5c31\u696d\u6642\u9593     object\r\ndtype: object\r\n\r\n<\/pre>\n<div>\n<div style=\"height: 15px;\"><span style=\"background: #91D8AC; padding: 10px 10px; border-radius: 10px; color: #ffffff; font-weight: bold; margin-left: 10px;\">\u30dd\u30a4\u30f3\u30c8<\/span><\/div>\n<div style=\"padding: 30px 15px 10px; border-radius: 5px; border: 8px solid #91D8AC;\">\n<p>\u5168\u3066\u306e\u7d71\u8a08\u60c5\u5831\u3092\u8868\u793a\u3059\u308b\u306b\u306f\u30c7\u30fc\u30bf\u304cint\u578b\u306b\u306a\u3063\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u304cint\u578b\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b.dtypes\u3067\u78ba\u8a8d\u3057\u3088\u3046\u3002<\/p>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E6%96%87%E5%AD%97%E5%88%97%E3%83%87%E3%83%BC%E3%82%BF%E3%82%92%E6%95%B0%E5%80%A4%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AB%E5%A4%89%E6%8F%9B%E3%81%97%E3%81%A6%E5%85%A8%E3%81%A6%E3%81%AE%E7%B5%B1%E8%A8%88%E6%83%85%E5%A0%B1%E3%82%92%E8%A1%A8%E7%A4%BA%E3%81%99%E3%82%8B\"><\/span>\u6587\u5b57\u5217\u30c7\u30fc\u30bf\u3092\u6570\u5024\u30c7\u30fc\u30bf\u306b\u5909\u63db\u3057\u3066\u5168\u3066\u306e\u7d71\u8a08\u60c5\u5831\u3092\u8868\u793a\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3067\u306f\u5b9f\u969b\u306b\u6587\u5b57\u5217\u30c7\u30fc\u30bf\u306b\u306a\u3063\u3066\u3044\u308b\u3082\u306e\u3092\u6570\u5024\u30c7\u30fc\u30bf\u306b\u76f4\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u306f\u5c31\u696d\u6642\u9593\u306e\u5217\u3092\u4fee\u6b63\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"astypeint%E3%83%A1%E3%82%BD%E3%83%83%E3%83%89%E3%81%A7object%E5%9E%8B%E3%81%8B%E3%82%89int%E5%9E%8B%E3%81%AB%E5%A4%89%E6%8F%9B\"><\/span>astype(int)\u30e1\u30bd\u30c3\u30c9\u3067object\u578b\u304b\u3089int\u578b\u306b\u5909\u63db<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e0a\u8a18\u3067\u898b\u305f\u3088\u3046\u306b\u3001\u5c31\u696d\u6642\u9593\u306fobject\u578b\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3001int\u578b\u306b\u4fee\u6b63\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" title=\"\">\r\n\r\n#int\u578b\u306b\u5909\u66f4\r\ndf['\u5c31\u696d\u6642\u9593'] = df['\u5c31\u696d\u6642\u9593'].astype(int)\r\n\r\ndf.describe()\r\n\r\n\u793e\u54e1\u756a\u53f7\t\u59d3\t\u540d\t\u6027\u5225\t\u6240\u5c5e\u90e8\u7f72\u540d\t\u5c31\u696d\u6642\u9593\r\ncount\t200.0\t200\t200\t200\t200\t200.00000\r\nunique\t200.0\t181\t153\t2\t8\tNaN\r\ntop\t0.0\t\u6cb3\u5408\t\u7531\u5b87\t\u5973\t\u55b6\u696d1\u90e8\tNaN\r\nfreq\t1.0\t4\t4\t100\t43\tNaN\r\nmean\tNaN\tNaN\tNaN\tNaN\tNaN\t153.91500\r\nstd\tNaN\tNaN\tNaN\tNaN\tNaN\t5.18771\r\nmin\tNaN\tNaN\tNaN\tNaN\tNaN\t141.00000\r\n25%\tNaN\tNaN\tNaN\tNaN\tNaN\t150.00000\r\n50%\tNaN\tNaN\tNaN\tNaN\tNaN\t154.00000\r\n75%\tNaN\tNaN\tNaN\tNaN\tNaN\t157.00000\r\nmax\tNaN\tNaN\tNaN\tNaN\tNaN\t167.00000\r\n\r\n<\/pre>\n<h2><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<p>\u4e00\u898b\u3059\u308b\u3068\u6570\u5b57\u306e\u30c7\u30fc\u30bf\u306b\u898b\u3048\u3066\u3082\u30c7\u30fc\u30bf\u304cobject\u578b\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u3059\u3079\u3066\u306e\u7d71\u8a08\u60c5\u5831\u3092\u8868\u793a\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u614c\u3066\u305a\u306bobject\u578b\u304b\u3089int\u578b\u306b\u5909\u63db\u3057\u3066\u9069\u5207\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"FOoaepIUjD\"><p><a href=\"https:\/\/www.tetsumag.com\/2021\/01\/11\/71\/\">\u3010pandas\u3011csv\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\/\u66f8\u304d\u8fbc\u3080\u3010Python\u3011<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\u3010pandas\u3011csv\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\/\u66f8\u304d\u8fbc\u3080\u3010Python\u3011&#8221; &#8212; \u3066\u3064\u307e\u3050\" src=\"https:\/\/www.tetsumag.com\/2021\/01\/11\/71\/embed\/#?secret=gn49d9p4yZ#?secret=FOoaepIUjD\" data-secret=\"FOoaepIUjD\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u304a\u3044\u3066describe\u30e1\u30bd\u30c3\u30c9\u306f\u5fc5\u8981\u4e0d\u53ef\u6b20\u306a\u30e1\u30bd\u30c3\u30c9\u3067\u3059\u3002 Excel\u7b49\u306e\u8868\u8a08\u7b97\u30bd\u30d5\u30c8\u3067\u57fa\u672c\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3046\u969b\u306b\u306f\u5fc5\u305a\u5e73\u5747\u3084\u6700\u5927\u5024\u6700\u5c0f\u5024\u306e\u96c6\u8a08\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306fdescribe\u30e1\u30bd\u30c3\u30c9\u306e\u57fa\u672c &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/tetsumag.com\/blog\/2023\/06\/14\/338\/\"> <span class=\"screen-reader-text\">\u3010pandas\u3011describe\u3067\u7d71\u8a08\u5024\u304c\u8868\u793a\u3055\u308c\u306a\u3044\u6642\u306e\u5bfe\u5fdc\u3010Python\u3011<\/span> \u3082\u3063\u3068\u8aad\u3080 &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":14246,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","_themeisle_gutenberg_block_has_review":false},"categories":[127],"tags":[95],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/14243"}],"collection":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/comments?post=14243"}],"version-history":[{"count":11,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/14243\/revisions"}],"predecessor-version":[{"id":14260,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/14243\/revisions\/14260"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/media\/14246"}],"wp:attachment":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/media?parent=14243"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/categories?post=14243"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/tags?post=14243"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}