{"id":2149,"date":"2022-02-17T17:27:26","date_gmt":"2022-02-17T08:27:26","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=2149"},"modified":"2024-08-08T14:28:39","modified_gmt":"2024-08-08T05:28:39","slug":"%e3%80%90%e7%b5%b1%e8%a8%88%e3%80%91%e5%b0%96%e5%ba%a6%e3%81%a8%e3%81%af","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=2149","title":{"rendered":"\u3010\u7d71\u8a08\u3011\u5c16\u5ea6\u3068\u306f"},"content":{"rendered":"<div id=\"sgb-css-id-1\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size is-style-fill has-medium-font-size\"><a class=\"wp-block-button__link has-vivid-green-cyan-background-color has-background wp-element-button\" href=\"https:\/\/lin.ee\/3E4GzWk\" rel=\"nofollow noopener\" target=\"_blank\">LINE\u53cb\u3060\u3061\u767b\u9332 \u25b6\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30b3\u30fc\u30b9\u25b6\u53d7\u8b1b\u5272\u5f15\u30af\u30fc\u30dd\u30f3 \u7121\u6599\u52d5\u753b<\/a><\/div>\n<\/div>\n<\/div>\n\n\n<div class=\"toc\">    <div id=\"toc_container\" class=\"sgb-toc--no-bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <span><\/span>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-0\">\u5c16\u5ea6\u3068\u306f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-1\">\u5c16\u5ea6\u3092\u6c42\u3081\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-2\">Python\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u52b9\u7387\u3088\u304f\u5b66\u3076\u306b\u306f\uff1f<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><div class=\"toc\"><p><\/p>\n<\/div><h2 class=\"wp-block-heading\" id=\"i-0\"><strong>\u5c16\u5ea6<\/strong>\u3068\u306f<\/h2>\n\n\n\n<p><strong>\u5c16\u5ea6\uff08\u305b\u3093\u3069\uff09<\/strong>\u3068\u306f\u3001\u4ee3\u8868\u7684\u306a\u57fa\u672c\u7d71\u8a08\u91cf\u306e1\u3064\u3067\u3001<meta charset=\"utf-8\"><strong>\u5c16\u5ea6<\/strong>\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u5206\u5e03\u306e<strong>\u5c16\u308a\u65b9<\/strong>\u3092\u78ba\u8a8d\u3059\u308b\u4e8b\u304c\u51fa\u6765\u307e\u3059\u3002\u307e\u305f\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u306e\u5f62\u3092\u77e5\u308b\u305f\u3081\u306e\u5ba2\u89b3\u7684\u306a\u76ee\u5b89\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\"><meta charset=\"utf-8\"><strong>\u5c16\u5ea6<\/strong>\u3092\u6c42\u3081\u308b<\/h2>\n\n\n\n<p>Pandas\u306e<strong>kurt()<\/strong>\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u5c16\u5ea6\u3092\u6c42\u3081\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import pandas as pd\nimport scipy.stats as stats\nimport warnings\n# \u4e0d\u8981\u306a\u8b66\u544a\u6587\u3092\u975e\u8868\u793a\nwarnings.simplefilter('ignore')\nimport seaborn as sns\n\n# \u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\nx = [0, 1 , 2, 3 ,3 ,4, 5, 6, 7, 8, 9]\n\n# pandas\ndf = pd.DataFrame(x, columns=['x'])\n\n# \u30ab\u30fc\u30cd\u30eb\u5bc6\u5ea6\u63a8\u5b9a\u3068\u547c\u3070\u308c\u308b\u66f2\u7dda\u3082\u542b\u3080\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u8868\u793a\nsns.distplot(df)\nprint(\"\u5c16\u5ea6:\", df['x'].kurt())<\/code><\/pre>\n\n\n\n<p>\u51fa\u529b\u7d50\u679c<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u5c16\u5ea6: -1.0342467337264432<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"397\" height=\"248\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/download-1.png\" alt=\"\" class=\"wp-image-2153\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/download-1.png 397w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2022\/02\/download-1-300x187.png 300w\" sizes=\"auto, (max-width: 397px) 100vw, 397px\"><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-2\">Python\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u52b9\u7387\u3088\u304f\u5b66\u3076\u306b\u306f\uff1f<\/h1>\n\n\n\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u3092\u52b9\u7387\u3088\u304f\u5b66\u3076\u306b\u306f\u3001\u666e\u6bb5\u304b\u3089Python\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u73fe\u5f79\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3084\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u8cea\u554f\u3067\u304d\u308b\u74b0\u5883\u3067\u5b66\u3076\u3053\u3068\u3067\u3059\u3002<br>\u8cea\u554f\u3057\u653e\u984c\u304b\u3064\u3001\u4f53\u7cfb\u7684\u306b\u5b66\u3079\u308b\u52d5\u753b\u30b3\u30f3\u30c6\u30f3\u30c4\u3067\u30c7\u30fc\u30bf\u5206\u6790\u6280\u8853\u3092\u5b66\u3073\u305f\u3044\u65b9\u306f\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u597d\u304d\u306a\u6642\u9593\u306b\u52c9\u5f37\u3067\u304d\u308b<a href=\"https:\/\/aiacademy.jp\/bootcamp\">AI Academy Bootcamp<\/a>\u304c\u30aa\u30b9\u30b9\u30e1\u3067\u3059\u3002\u53d7\u8b1b\u6599\u3082\u696d\u754c\u6700\u5b89\u5024\u306e35,000\u5186\uff08\uff16\u30f6\u6708\u9593\u8cea\u554f\u3057\u653e\u984c\uff0b\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u52d5\u753b\u30b3\u30f3\u30c6\u30f3\u30c4\u3001\u30c6\u30ad\u30b9\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u5229\u7528\u53ef\u80fd\uff09\u306a\u306e\u3067\u3001\u662f\u975e\u3054\u6d3b\u7528\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/aiacademy.jp\/bootcamp\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"341\" src=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png\" alt=\"\" class=\"wp-image-691\" srcset=\"https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-1024x341.png 1024w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-300x100.png 300w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-768x256.png 768w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi-940x313.png 940w, https:\/\/aiacademy.jp\/media\/wp-content\/uploads\/2021\/12\/bootcamp_ad_72ppi.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u6b21 \u5c16\u5ea6\u3068\u306f \u5c16\u5ea6\u3092\u6c42\u3081\u308b Python\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u52b9\u7387\u3088\u304f\u5b66\u3076\u306b\u306f\uff1f \u5c16\u5ea6\u3068\u306f \u5c16\u5ea6\uff08\u305b\u3093\u3069\uff09\u3068\u306f\u3001\u4ee3\u8868\u7684\u306a\u57fa\u672c\u7d71\u8a08\u91cf\u306e1\u3064\u3067\u3001\u5c16\u5ea6\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u5206\u5e03\u306e\u5c16\u308a\u65b9\u3092\u78ba\u8a8d\u3059\u308b\u4e8b\u304c\u51fa\u6765\u307e\u3059\u3002\u307e\u305f\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u306e\u5f62\u3092\u77e5\u308b\u305f &#8230; <\/p>\n","protected":false},"author":1,"featured_media":2157,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85,154,131],"tags":[],"class_list":{"0":"post-2149","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-python","8":"category-154","9":"category-131"},"_links":{"self":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2149","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2149"}],"version-history":[{"count":8,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2149\/revisions"}],"predecessor-version":[{"id":4821,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2149\/revisions\/4821"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/media\/2157"}],"wp:attachment":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2149"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2149"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2149"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}