{"id":2002,"date":"2022-02-12T23:05:56","date_gmt":"2022-02-12T14:05:56","guid":{"rendered":"https:\/\/aiacademy.jp\/media\/?p=2002"},"modified":"2022-02-13T00:48:43","modified_gmt":"2022-02-12T15:48:43","slug":"%e3%80%90%e7%b5%b1%e8%a8%88%e9%87%8f%e3%80%91%e5%9f%ba%e6%9c%ac%e7%b5%b1%e8%a8%88%e9%87%8f%e3%81%a8%e3%81%af%e3%80%80python%e3%81%a7%e5%9f%ba%e6%9c%ac%e7%b5%b1%e8%a8%88%e9%87%8f%e3%82%92%e6%b1%82","status":"publish","type":"post","link":"https:\/\/aiacademy.jp\/media\/?p=2002","title":{"rendered":"\u3010\u7d71\u8a08\u91cf\u3011\u57fa\u672c\u7d71\u8a08\u91cf\u3068\u306f\uff1f Python\u3067\u57fa\u672c\u7d71\u8a08\u91cf\u3092\u6c42\u3081\u3066\u307f\u3088\u3046\uff01"},"content":{"rendered":"\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\"> \u7d71\u8a08\u91cf\uff08\u57fa\u672c\u7d71\u8a08\u91cf\uff09\u3068\u306f<\/a>      <\/li>      <li>        <a href=\"#i-1\">\u5e73\u5747\u5024<\/a>      <\/li>      <li>        <a href=\"#i-2\">\u6700\u5c0f\u5024<\/a>      <\/li>      <li>        <a href=\"#i-3\">\u6700\u5927\u5024<\/a>      <\/li>      <li>        <a href=\"#i-4\">\u7bc4\u56f2\uff08\u30ec\u30f3\u30b8\uff09<\/a>      <\/li>      <li>        <a href=\"#i-5\">\u4e2d\u592e\u5024<\/a>      <\/li>      <li>        <a href=\"#i-6\">\u5e73\u65b9\u548c<\/a>      <\/li>      <li>        <a href=\"#i-7\">\u5206\u6563<\/a>      <\/li>      <li>        <a href=\"#i-8\">\u6a19\u6e96\u504f\u5dee<\/a>      <\/li>      <li>        <a href=\"#i-9\">\u7d71\u8a08\u91cf\u3092Python\u3067\u5b9f\u88c5\u3059\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-10\">\u5206\u6563\u3068\u6a19\u6e96\u504f\u5dee\u3092Python\u3067\u6c42\u3081\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-11\">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\"> \u7d71\u8a08\u91cf\uff08\u57fa\u672c\u7d71\u8a08\u91cf\uff09\u3068\u306f<\/h2>\n\n\n\n<p>\u7d71\u8a08\u91cf\u3068\u306f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u306e\u4ee3\u8868\u3059\u308b\u5024\u3067\u3001\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u628a\u63e1\u3059\u308b\u624b\u6bb5\u306e\u4e00\u3064\u3002<\/p>\n\n\n\n<p>\u7d71\u8a08\u91cf\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u5e73\u5747\u5024<\/p><p>\u6700\u5c0f\u5024<\/p><p>\u6700\u5927\u5024<\/p><p>\u4e2d\u592e\u5024<\/p><p>\u6700\u983b\u5024<\/p><p>\u5e73\u65b9\u548c<\/p><p>\u5206\u6563<\/p><p>\u6a19\u6e96\u504f\u5dee&nbsp;<\/p><\/blockquote>\n\n\n\n<p>\u4e0a\u8a18\u306e\u57fa\u672c\u7d71\u8a08\u91cf\u306b\u306f\u3001\u5927\u304d\u304f\u4ee3\u8868\u5024\u3068\u6563\u5e03\u5ea6\u306b\u5927\u5225\u3067\u304d\u307e\u3059\u3002<br>\u4ee3\u8868\u5024\u3068\u306f\u3001\u30c7\u30fc\u30bf\u5168\u4f53\u3092\u8868\u3059\u5024\u3067\u3001\u5e73\u5747\u5024\u3001\u6700\u5c0f\u5024\u3001\u6700\u5927\u5024\u3001\u4e2d\u592e\u5024\u3001\u6700\u983b\u5024\u304c\u8a72\u5f53\u3057\u307e\u3059\u3002<br>\u6563\u5e03\u5ea6\u3068\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6563\u3089\u3070\u308a\u3092\u8868\u3059\u5024\u3067\u3001\u5206\u6563\u3001\u6a19\u6e96\u504f\u5dee\u3001\u7bc4\u56f2\u3001\u6b6a\u5ea6\u3001\u5c16\u5ea6\u306a\u3069\u304c\u8a72\u5f53\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">\u5e73\u5747\u5024<\/h2>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306e\u5408\u8a08\u3092\u500b\u6570\u3067\u5272\u3063\u305f\u5024\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-2\">\u6700\u5c0f\u5024<\/h2>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u6700\u3082\u5c0f\u3055\u3044\u5024\u3002&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">\u6700\u5927\u5024<\/h2>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u6700\u3082\u5927\u304d\u3044\u5024\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-4\">\u7bc4\u56f2\uff08\u30ec\u30f3\u30b8\uff09<\/h2>\n\n\n\n<p>\u6700\u5927\u5024\u3068\u6700\u5c0f\u5024\u306e\u5dee\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-5\">\u4e2d\u592e\u5024<\/h2>\n\n\n\n<p>\u6a19\u672c\u7fa4\u3092\u6607\u9806\uff08\u5c0f\u3055\u3044\u3082\u306e\u304b\u3089\u5927\u304d\u3044\u3082\u306e\u9806\uff09\u306b\u4e26\u3079\u305f\u3068\u304d\u4e2d\u592e\u306b\u4f4d\u7f6e\u3059\u308b\u5024\u3002&nbsp;<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-6\">\u5e73\u65b9\u548c<\/h2>\n\n\n\n<p>\u500b\u3005\u306e\u30c7\u30fc\u30bf\u3068\u5e73\u5747\u5024\u306e\u5dee\u3092\u4e8c\u4e57\u3057\u305f\u5024\u306e\u548c<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-7\">\u5206\u6563<\/h2>\n\n\n\n<p>\u5e73\u65b9\u548c\u3092(n-1)\u3067\u5272\u3063\u305f\u3082\u306e\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-8\"><strong>\u6a19\u6e96\u504f\u5dee<\/strong><\/h2>\n\n\n\n<p>\u5206\u6563\u306e\u5e73\u65b9\u6839\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-9\">\u7d71\u8a08\u91cf\u3092Python\u3067\u5b9f\u88c5\u3059\u308b<\/h2>\n\n\n\n<p>Python\u3067\u306e\u5b9f\u88c5\u65b9\u6cd5\u306f\u6b21\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import numpy as np\n\ntwitter = np.array([180, 80, 30, 50, 210])\nfacebook = np.array([100, 120, 100, 120, 110])\n\n# \u5e73\u5747\u5024\u3092\u8a08\u7b97\nt_mean = np.mean(twitter)\nf_mean = np.mean(facebook)\n\n# \u6700\u5c0f\u5024\u3092\u8a08\u7b97\nt_minimum = np.min(twitter)\nf_minimum = np.min(facebook)\n\n# \u6700\u5927\u5024\u3092\u8a08\u7b97\nt_maximum = np.max(twitter)\nf_maximum = np.max(facebook)\n\n# \u7bc4\u56f2\u3092\u8a08\u7b97\nt_range = t_maximum - t_minimum\nf_range = f_maximum - f_minimum\n\n# \u4e2d\u592e\u5024\u3092\u8a08\u7b97\nt_median = np.median(twitter)\nf_median = np.median(facebook)\n\nprint(\"\u5e73\u5747\u5024(Twitter, Facebook)\uff1a(\" + str(t_mean) + \",\" + str(f_mean) + \")\")\nprint(\"\u6700\u5c0f\u5024(Twitter, Facebook)\uff1a(\" + str(t_minimum) + \",\" + str(f_minimum) + \")\")\nprint(\"\u6700\u5927\u5024(Twitter, Facebook)\uff1a(\" + str(t_maximum) + \",\" + str(f_maximum) + \")\")\nprint(\"\u7bc4\u56f2(Twitter, Facebook)\uff1a(\" + str(t_range) + \",\" + str(f_range) + \")\")\nprint(\"\u4e2d\u592e\u5024(Twitter, Facebook)\uff1a(\" + str(t_median) + \",\" + str(f_median) + \")\")\n#\u3000\u51fa\u529b\u7d50\u679c\n\"\"\"\n\u5e73\u5747\u5024(Twitter, Facebook)\uff1a(110.0,110.0)\n\u6700\u5c0f\u5024(Twitter, Facebook)\uff1a(30,100)\n\u6700\u5927\u5024(Twitter, Facebook)\uff1a(210,120)\n\u7bc4\u56f2(Twitter, Facebook)\uff1a(180,20)\n\u4e2d\u592e\u5024(Twitter, Facebook)\uff1a(80.0,110.0)\n\"\"\"<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-10\">\u5206\u6563\u3068\u6a19\u6e96\u504f\u5dee\u3092Python\u3067\u6c42\u3081\u308b<\/h2>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306e\u3070\u3089\u3064\u304d\u3092\u8868\u3059\u57fa\u672c\u7d71\u8a08\u91cf\uff08\u5206\u6563\u3001\u6a19\u6e96\u504f\u5dee\uff09\u3092Python\u3067\u6c42\u3081\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import numpy as np\n\ntwitter = np.array([180, 80, 30, 50, 210])\nfacebook = np.array([100, 120, 100, 120, 110])\n\n#\u3000\u5206\u6563\u3092\u8a08\u7b97\nt_var = np.var(twitter)\nf_var = np.var(facebook)\n\n#\u3000\u6a19\u6e96\u504f\u5dee\u3092\u8a08\u7b97\nt_std = np.std(twitter)\nf_std = np.std(facebook)\n\nprint(\"\u5206\u6563(Twitter, Facebook)\uff1a(\" + str(t_var) + \",\" + str(f_var) +\")\")\nprint(\"\u6a19\u6e96\u504f\u5dee(Twitter, Facebook)\uff1a(\" + str(t_std) + \",\" + str(f_std) +\")\")\n\n#\u3000\u51fa\u529b\u7d50\u679c\n\"\"\"\n\u5206\u6563(Twitter, Facebook)\uff1a(5160.0,80.0)\n\u6a19\u6e96\u504f\u5dee(Twitter, Facebook)\uff1a(71.8331399843,8.94427191)\n\"\"\"<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-11\">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 \u7d71\u8a08\u91cf\uff08\u57fa\u672c\u7d71\u8a08\u91cf\uff09\u3068\u306f \u5e73\u5747\u5024 \u6700\u5c0f\u5024 \u6700\u5927\u5024 \u7bc4\u56f2\uff08\u30ec\u30f3\u30b8\uff09 \u4e2d\u592e\u5024 \u5e73\u65b9\u548c \u5206\u6563 \u6a19\u6e96\u504f\u5dee \u7d71\u8a08\u91cf\u3092Python\u3067\u5b9f\u88c5\u3059\u308b \u5206\u6563\u3068\u6a19\u6e96\u504f\u5dee\u3092Python\u3067\u6c42\u3081\u308b Python\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u52b9\u7387\u3088\u304f\u5b66\u3076\u306b\u306f\uff1f  &#8230; <\/p>\n","protected":false},"author":1,"featured_media":2007,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[105,154,131],"tags":[],"class_list":{"0":"post-2002","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-105","8":"category-154","9":"category-131"},"_links":{"self":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2002","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=2002"}],"version-history":[{"count":6,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2002\/revisions"}],"predecessor-version":[{"id":2011,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/posts\/2002\/revisions\/2011"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=\/wp\/v2\/media\/2007"}],"wp:attachment":[{"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2002"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2002"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiacademy.jp\/media\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2002"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}