{"id":9781,"date":"2023-03-23T10:14:06","date_gmt":"2023-03-23T01:14:06","guid":{"rendered":"https:\/\/toukei-lab.com\/?p=9781"},"modified":"2025-02-06T19:15:48","modified_gmt":"2025-02-06T10:15:48","slug":"binomial","status":"publish","type":"post","link":"https:\/\/toukei-lab.com\/binomial","title":{"rendered":"\u4e8c\u9805\u5206\u5e03\u306b\u3064\u3044\u3066\u89e3\u8aac\uff01\u5b9a\u7fa9\u3068\u671f\u5f85\u5024\u30fb\u5206\u6563\u306e\u8a08\u7b97\u3001\u6b63\u898f\u5206\u5e03\u3078\u306e\u8fd1\u4f3c\u306b\u3064\u3044\u3066\uff01"},"content":{"rendered":"<div class=\"balloon-box balloon-left balloon-none balloon-bg-gray clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/02\/uma2.png\" alt=\"\u30a6\u30de\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30a6\u30de\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\u5f53\u30b5\u30a4\u30c8\u3010\u30b9\u30bf\u30d3\u30b8\u3011\u306e\u672c\u8a18\u4e8b\u3067\u306f\u3001\u4e8c\u9805\u5206\u5e03\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\uff01\u4e8c\u9805\u5206\u5e03\u306f\u4ee3\u8868\u7684\u306a\u96e2\u6563\u7684\u5206\u5e03\u306e\u4e00\u3064\u3067\u3059\u3002\u4eca\u56de\u306f\u4e8c\u9805\u5206\u5e03\u306e\u5b9a\u7fa9\u3092\u89e3\u8aac\u3057\u3064\u3064\u3001\u5e73\u5747\u30fb\u5206\u6563\u3068\u3044\u3063\u305f\u57fa\u672c\u7684\u306a\u8981\u7d20\u3082\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n<\/div><\/div>\n<p>\u3053\u3093\u306b\u3061\u306f\uff01<\/p>\n<p>\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30bf\u30fc\u517c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u30a6\u30de\u305f\u3093(<a href=\"https:\/\/twitter.com\/statistics1012?lang=ja\" target=\"_blank\" rel=\"noopener noreferrer\">@statistics1012<\/a>)\u3067\u3059\uff01<\/p>\n<p>\u96e2\u6563\u7684\u306a\u5206\u5e03\u306f\u6570\u591a\u304f\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u4e2d\u3067\u3082\u4e8c\u9805\u5206\u5e03\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u57fa\u790e\u7684\u306a\u5206\u5e03\u3067\u3059\uff01<\/p>\n<p>\u4e8c\u9805\u5206\u5e03\u306f<span class=\"marker\">\u300cn\u56de\u306e\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\uff08\u5f8c\u307b\u3069\u8aac\u660e\uff09\u306e\u4e2d\u3067\u3001k\u56de\u6210\u529f\u3059\u308b\u78ba\u7387\u3092\u8868\u3057\u305f\u5206\u5e03\u300d<\/span>\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002\u5177\u4f53\u4f8b\u3092\u51fa\u3059\u3068\u3001<span class=\"marker\">n\u56de\u30b3\u30a4\u30f3\u3092\u6295\u3052\u3066k\u56de\u8868\u304c\u51fa\u308b\u78ba\u7387\u3092\u8868\u3057\u3066\u3044\u308b<\/span>\u3068\u3082\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\uff01<\/p>\n<div class=\"balloon-box balloon-left balloon-none balloon-bg-gray clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/02\/uma2.png\" alt=\"\u30a6\u30de\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30a6\u30de\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\u7c21\u5358\u305d\u3046\u306b\u898b\u3048\u308b\u3051\u3069\u3001\u96e2\u6563\u7684\u306a\u5206\u5e03\u3092\u6700\u521d\u306b\u5b66\u3076\u306b\u306f\u91cd\u8981\u306a\u5206\u5e03\u306a\u3093\u3060\uff01<\/div>\n<\/div><\/div>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u305d\u3093\u306a\u4e8c\u9805\u5206\u5e03\u306e\u5b9a\u7fa9\u3092\u89e3\u8aac\u3092\u3057\u306a\u304c\u3089\u3082\u305d\u306e\u6027\u8cea\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u307e\u305fPython\u3067\u4e8c\u9805\u5206\u5e03\u3092\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff01<\/p>\n<div class=\"concept-box1\">\n<p><strong>\u30fb\u4e8c\u9805\u5206\u5e03\u306e\u5b9a\u7fa9\u306b\u3064\u3044\u3066\u89e3\u8aac\uff01<\/strong><br \/>\n<strong>\u30fb\u4e8c\u9805\u5206\u5e03\u306e\u6027\u8cea\u306b\u3064\u3044\u3066\u89e3\u8aac\uff01<\/strong><br \/>\n<strong>\u30fbPython\u3067\u4e8c\u9805\u5206\u5e03\u3092\u898b\u3066\u307f\u3088\u3046\uff01<\/strong><\/p>\n<\/div>\n<p>\u52d5\u753b\u3067\u5b66\u3073\u305f\u3044\u65b9\u306f\u4ee5\u4e0b\u306eYoutube\u52d5\u753b\u3067\u3082\u89e3\u8aac\u3057\u3066\u3044\u308b\u306e\u3067\u3053\u3061\u3089\u3082\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/DTtNIQGflNw\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h2>\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u3068\u4e8c\u9805\u5206\u5e03\u306b\u3064\u3044\u3066\u89e3\u8aac\uff01<\/h2>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-5259\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/Exams-amico-min-e1618234275813-1024x955.png\" alt=\"quiz\" width=\"1024\" height=\"955\" srcset=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/Exams-amico-min-e1618234275813-1024x955.png 1024w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/Exams-amico-min-e1618234275813-300x280.png 300w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/Exams-amico-min-e1618234275813-768x716.png 768w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/Exams-amico-min-e1618234275813-1536x1432.png 1536w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/Exams-amico-min-e1618234275813.png 1995w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/Exams-amico-min-e1618234275813-1024x955.png 856w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n<div class=\"balloon-box balloon-left balloon-none balloon-bg-gray clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/11\/robotan.png\" alt=\"\u30ed\u30dc\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30ed\u30dc\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\u305d\u3082\u305d\u3082\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u3063\u3066\u4f55\uff1f<\/div>\n<\/div><\/div>\n<div class=\"balloon-box balloon-right balloon-none balloon-bg-green clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/02\/uma2.png\" alt=\"\u30a6\u30de\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30a6\u30de\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u306f\u4e8c\u9805\u5206\u5e03\u306e\u7406\u89e3\u306b\u3064\u306a\u304c\u308b\u91cd\u8981\u306a\u8981\u7d20\u306a\u3093\u3060\uff01\u3057\u3063\u304b\u308a\u899a\u3048\u3066\u3044\u3053\u3046\uff01<\/div>\n<\/div><\/div>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-9778\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/110-1024x576.jpg\" alt=\"\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u3068\u4e8c\u9805\u5206\u5e03\" width=\"1024\" height=\"576\" srcset=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/110-1024x576.jpg 1024w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/110-300x169.jpg 300w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/110-768x432.jpg 768w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/110-1536x864.jpg 1536w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/110-320x180.jpg 320w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/110-640x360.jpg 640w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/110-1280x720.jpg 1280w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/110.jpg 2048w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/110-1024x576.jpg 856w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n<p>\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u306f<span class=\"marker\">\u300c\u30b3\u30a4\u30f3\u3092\u6295\u3052\u305f\u3068\u304d\u306b\u8868\u304b\u88cf\u3057\u304b\u51fa\u306a\u3044\u3088\u3046\u306a\u3001\u30a4\u30d9\u30f3\u30c8\u304c\u767a\u751f\u3057\u305f\u7d50\u679c\u304c2\u901a\u308a\u3057\u304b\u306a\u3044\u8a66\u884c\u300d<\/span>\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\uff01<\/p>\n<div class=\"balloon-box balloon-right balloon-none balloon-bg-green clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/02\/uma2.png\" alt=\"\u30a6\u30de\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30a6\u30de\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u306e\u5f0f\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3068\u306a\u308b\u306d\uff01p\u306f\u6210\u529f\u3059\u308b\u78ba\u7387\u3092\u8868\u3057\u3001\u305d\u306e\u6642\u306e\u78ba\u7387\u5909\u6570X\u306f1\u3092\u3068\u308b\u3068\u3059\u308b\u3088\u3002\u30b3\u30a4\u30f3\u30921\u56de\u6295\u3052\u308b\u3053\u3068\u3068\u4e00\u7dd2\u3060\u306d\uff01<\/div>\n<\/div><\/div>\n<p style=\"text-align: center;\">\\(P(X=1)\\) = \\(p\\)<\/p>\n<p style=\"text-align: center;\">\\(P(X=0)\\) = \\(1-p\\)<\/p>\n<p>\u305d\u3057\u3066\u4e8c\u9805\u5206\u5e03\u306f<span class=\"marker\">\u300c\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u3092n\u56de\u7e70\u308a\u8fd4\u3057\u3066\u3001\u6210\u529f\u3059\u308b\u56de\u6570X\u304c\u5f93\u3046\u78ba\u7387\u5206\u5e03\u300d<\/span>\u3092\u8868\u3057\u3066\u3044\u307e\u3059\uff01<\/p>\n<div class=\"balloon-box balloon-right balloon-none balloon-bg-green clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/02\/uma2.png\" alt=\"\u30a6\u30de\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30a6\u30de\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">n\u56de\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u3092\u3057\u3066\u6210\u529f\u3059\u308b\u56de\u6570\u304ck\u56de\u3067\u3042\u308b\u78ba\u7387\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u306b\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3088\uff01\u30b3\u30a4\u30f3\u3092n\u56de\u6295\u3052\u3066k\u56de\u8868\u304c\u51fa\u308b\u78ba\u7387\u3092\u8868\u3057\u3066\u3044\u308b\u3093\u3060\uff01<\/div>\n<\/div><\/div>\n<p style=\"text-align: center;\">\\(P(X=k)\\) = \\({}_n\\mathrm{C}_k p^{k} (1-p)^{n-k}\\)<\/p>\n<h2>\u4e8c\u9805\u5206\u5e03\u306e\u5e73\u5747\u30fb\u5206\u6563\u306b\u3064\u3044\u3066\u89e3\u8aac\uff01<\/h2>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-5126\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-Trends-amico-min-e1615808046774-1024x913.png\" alt=\"Data Trends\" width=\"1024\" height=\"913\" srcset=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-Trends-amico-min-e1615808046774-1024x913.png 1024w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-Trends-amico-min-e1615808046774-300x268.png 300w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-Trends-amico-min-e1615808046774-768x685.png 768w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-Trends-amico-min-e1615808046774-1536x1370.png 1536w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-Trends-amico-min-e1615808046774.png 1990w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-Trends-amico-min-e1615808046774-1024x913.png 856w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n<p>\u5206\u5e03\u306e\u671f\u5f85\u5024\u3068\u5206\u6563\u306b\u3064\u3044\u3066\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u3078\u306e\u7406\u89e3\u304c\u6df1\u307e\u308a\u307e\u3059\uff01<\/p>\n<div class=\"balloon-box balloon-right balloon-none balloon-bg-green clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/02\/uma2.png\" alt=\"\u30a6\u30de\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30a6\u30de\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\u4e8c\u9805\u5206\u5e03\u306e\u671f\u5f85\u5024\u3068\u5206\u6563\u306f\u4ee5\u4e0b\u306e\u901a\u308a\uff01<\/div>\n<\/div><\/div>\n<p style=\"text-align: center;\">\\(E(X)\\) = \\(\\sum_{k=1}^{\\infty}k{}_n\\mathrm{C}_k p^{k} (1-p)^{n-k}\\) = \\(\\sum_{k=1}^{\\infty}k\\frac{n!}{k!(n-k!)} p^{k} (1-p)^{n-k}\\)<\/p>\n<p style=\"text-align: center;\">= \\(\\sum_{k=1}^{\\infty}np\\frac{(n-1)!}{(k-1)!(n-k!)} p^{k-1} (1-p)^{n-k}\\)<\/p>\n<p style=\"text-align: center;\">= \\(np\\)<\/p>\n<p style=\"text-align: center;\">\\(V(X)\\) = \\(E(X^{2})\\) &#8211; \\(E(X)^{2}\\)<\/p>\n<p style=\"text-align: center;\">= \\(\\sum_{k=1}^{\\infty}k^{2}\\frac{n!}{k!(n-k!)} p^{k} (1-p)^{n-k}\\) &#8211; \\((np)^{2}\\)<\/p>\n<p style=\"text-align: center;\">= \\(\\sum_{k=1}^{\\infty}(k(k-1)+k)\\frac{n!}{(k!(n-k!)} p^{k} (1-p)^{n-k}\\) &#8211; \\((np)^{2}\\)<\/p>\n<p style=\"text-align: center;\">=\\(\\sum_{k=1}^{\\infty}n(n-1)p^{2}\\frac{((n-2)!}{(k-2)!(n-k!)} p^{k-2} (1-p)^{n-k}\\) + \\(np\\) &#8211; \\((np)^{2}\\)<\/p>\n<p style=\"text-align: center;\">=\\((np)^{2}\\)-\\(np^{2}\\)+\\(np\\)-\\((np)^{2}\\) =\\(np(1-p)\\)<\/p>\n<div class=\"balloon-box balloon-right balloon-none balloon-bg-green clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/02\/uma2.png\" alt=\"\u30a6\u30de\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30a6\u30de\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\u4e8c\u9805\u5206\u5e03\u306e\u5206\u6563\u306f\u5c11\u3057\u5de5\u592b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\uff01\u3061\u306a\u307f\u306b\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u306e\u671f\u5f85\u5024\u3068\u5206\u6563\u306f\u3001n\u56de\u306e\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u306e1\u56de\u5206\u3068\u8003\u3048\u308b\u3068\u3001\u4e8c\u9805\u5206\u5e03\u306e\u671f\u5f85\u5024\u3068\u5206\u6563\u3092n\u3067\u5272\u3063\u305f\u5024\u306b\u306a\u308b\u3068\u8003\u3048\u3089\u308c\u308b\uff01\u3057\u305f\u304c\u3063\u3066\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u306e\u671f\u5f85\u5024\u306f\\(p\\)\u3001\u5206\u6563\u306f\\(p(1-p)\\)\u306b\u306a\u308b\u3093\u3060\uff01<\/div>\n<\/div><\/div>\n<h2>\u4e2d\u5fc3\u6975\u9650\u5b9a\u7406(\u6b63\u898f\u5206\u5e03\u3078\u306e\u8fd1\u4f3c\uff09\u306b\u3064\u3044\u3066\u89e3\u8aac\uff01<\/h2>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-5127\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-report-amico-min-1024x1024.png\" alt=\"Data report\" width=\"1024\" height=\"1024\" srcset=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-report-amico-min-1024x1024.png 1024w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-report-amico-min-300x300.png 300w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-report-amico-min-150x150.png 150w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-report-amico-min-768x768.png 768w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-report-amico-min-1536x1536.png 1536w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-report-amico-min.png 2000w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2020\/12\/Data-report-amico-min-1024x1024.png 856w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n<div class=\"balloon-box balloon-left balloon-none balloon-bg-gray clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/11\/robotan.png\" alt=\"\u30ed\u30dc\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30ed\u30dc\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\u4e8c\u9805\u5206\u5e03\u3063\u3066\u6b63\u898f\u5206\u5e03\u3078\u8fd1\u4f3c\u3067\u304d\u308b\u306e\uff01\uff1f<\/div>\n<\/div><\/div>\n<div class=\"balloon-box balloon-right balloon-none balloon-bg-green clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/02\/uma2.png\" alt=\"\u30a6\u30de\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30a6\u30de\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\u305d\u3046\u3001\u4e8c\u9805\u5206\u5e03\u306f\u6b63\u898f\u5206\u5e03\u306b\u8fd1\u4f3c\u3067\u304d\u308b\u6027\u8cea\u3092\u6301\u3063\u3066\u3044\u308b\u3093\u3060\u2026\uff01<\/div>\n<\/div><\/div>\n<p>\u3053\u306e\u73cd\u3057\u3044\u6027\u8cea\u306f\u3001\u4e2d\u5fc3\u6975\u9650\u5b9a\u7406\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\uff01<\/p>\n<p>\u524d\u63d0\u3068\u3057\u3066\\(X_{1}\\)\u2026\\(X_{n}\\)\u306f\u305d\u308c\u305e\u308c\u72ec\u7acb\u304b\u3064\u540c\u4e00\u306a\u5206\u5e03\u306b\u5f93\u3063\u3066\u3044\u308b\u3068\u4eee\u5b9a\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u305d\u306e\u5206\u5e03\u306e\u5e73\u5747\u306f\\(\u03bc\\)\u3001\u5206\u6563\u306f\\(\\sigma^{2}\\)\u3068\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\\(X\\)=\\(X_{1}\\)+\\(X_{2}\\)+\u2026+\\(X_{n}\\)<\/p>\n<p>\u4e2d\u5fc3\u6975\u9650\u5b9a\u7406\u3068\u306f\u300c\u3042\u308b\u5206\u5e03\u306e\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\\(n\\)\u304c\u5927\u304d\u3044\u6642\u3001\u305d\u306e\u5206\u5e03\u306e\u5e73\u5747\u30fb\u5206\u6563\u306b\u5f93\u3063\u305f\u6b63\u898f\u5206\u5e03\u306b\u8fd1\u4f3c\u3067\u304d\u308b\u300d\u6027\u8cea\u3092\u8a00\u3044\u307e\u3059\uff01\u3042\u308b\u3044\u306f\u300c\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\\(n\\)\u304c\u5927\u304d\u3044\u6642\u3001\u6a19\u672c\u5e73\u5747\\(\\bar{X}\\)\u3068\u771f\u306e\u5e73\u5747\\(\u03bc\\)\u306e\u5dee\u306f\u6b63\u898f\u5206\u5e03\\(N(0,\\frac{\\sigma^{2}}{n})\\)\u306b\u8fd1\u4f3c\u3067\u304d\u308b\u300d\u5b9a\u7406\u3067\u3059\uff01<\/p>\n<p>\u3064\u307e\u308a\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3044\u6642\u3001\u4e8c\u9805\u5206\u5e03\u306f\u5e73\u5747\\(np\\)\u3001\u5206\u6563\\(np(1-p)\\)\u306e\u6b63\u898f\u5206\u5e03\u306b\u5f93\u3046\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\uff01<\/p>\n<p>\u307e\u305f\\(X_{1}\\)\u2026\\(X_{n}\\)\u304c\u30d9\u30eb\u30cc\u30fc\u30a4\u8a66\u884c\u306e\u5834\u5408\u3001\\(\\frac{X}{n} &#8211; p\\)\u306f\u6b63\u898f\u5206\u5e03\\(N(0,p(1-p)\\)\u306b\u5f93\u3046\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u306e\u3067\u3001\\(X &#8211; np\\)\u306f\u6b63\u898f\u5206\u5e03\\(N(0,np(1-p))\\)\u306b\u5f93\u3046\u3053\u3068\u3068\u540c\u7fa9\u3067\u3059\u306d\uff01<\/p>\n<div class=\"balloon-box balloon-right balloon-none balloon-bg-green clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/02\/uma2.png\" alt=\"\u30a6\u30de\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30a6\u30de\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\\(n\\)\u304c\u975e\u5e38\u306b\u5927\u304d\u3044\u6642\u306b\u3001\u975e\u5e38\u306b\u5f79\u306b\u7acb\u3064\u6027\u8cea\u306a\u3093\u3060\uff01<\/div>\n<\/div><\/div>\n<h2>\u5b9f\u969b\u306b\u4e8c\u9805\u5206\u5e03\u3092Python\u3067\u5b9f\u88c5\uff01<\/h2>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-5437\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/All-the-data-bro-e1613475965440-1024x789.png\" alt=\"stories pc\" width=\"1024\" height=\"789\" srcset=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/All-the-data-bro-e1613475965440-1024x789.png 1024w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/All-the-data-bro-e1613475965440-300x231.png 300w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/All-the-data-bro-e1613475965440-768x592.png 768w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/All-the-data-bro-e1613475965440-1536x1184.png 1536w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/All-the-data-bro-e1613475965440.png 1985w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/01\/All-the-data-bro-e1613475965440-1024x789.png 856w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n<p>\u5b9f\u969b\u306b\u4e8c\u9805\u5206\u5e03\u3092Python\u3067\u5b9f\u88c5\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff01<\/p>\n<p>\u4eca\u56de\u306fScipy.stats\u306ebinom\u95a2\u6570\u3092\u4f7f\u3063\u3066\u3001\u6210\u529f\u3059\u308b\u78ba\u7387p\u30920.2\u306b\u56fa\u5b9a\u3057\u3001\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba10\u3068\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba100\u306e\u4e8c\u9805\u5206\u5e03\u3092\u5b9f\u88c5\u3057\u3001\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3057\u305f\uff01<\/p>\n<pre class=\"language-python\"><code>from scipy.stats import binom\r\nimport numpy as np\r\nimport matplotlib.pyplot as plt\r\n%matplotlib inline\r\n\r\n#\u56f3\u306e\u8a2d\u5b9a\r\nfig,ax = plt.subplots(1,2,figsize=(10,5))\r\n\r\n#n=10,p=0.2\u306e\u4e8c\u9805\u5206\u5e03\r\nX_1 = np.arange(0,10)\r\nf = binom(10,0.2)\r\ny = f.pmf(X_1)\r\nax[0].bar(X_1, y)\r\n\r\n#n=100,p=0.2\u306e\u4e8c\u9805\u5206\u5e03\r\nX_2 = np.arange(0,100)\r\nf = binom(100,0.2)\r\ny = f.pmf(X_2)\r\nax[1].bar(X_2, y)\r\nplt.show()<\/code><\/pre>\n<div class=\"balloon-box balloon-right balloon-none balloon-bg-green clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/02\/uma2.png\" alt=\"\u30a6\u30de\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30a6\u30de\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304c100\u306e\u5834\u5408\u3060\u3068\u3001\u6b63\u898f\u5206\u5e03\u306b\u8fd1\u3065\u3044\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308b\u306d\uff01\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u3068\u3001\u6b63\u898f\u5206\u5e03\u306b\u8fd1\u4f3c\u3059\u308b\u6027\u8cea\u304c\u78ba\u8a8d\u3067\u304d\u305f\u3088\uff01<\/div>\n<\/div><\/div>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-9788\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/66c19942ab4ba346fdb64ccc04cde373-5.jpg\" alt=\"\u4e8c\u9805\u5206\u5e03\u3000\u7d50\u679c\" width=\"926\" height=\"452\" srcset=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/66c19942ab4ba346fdb64ccc04cde373-5.jpg 926w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/66c19942ab4ba346fdb64ccc04cde373-5-300x146.jpg 300w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/66c19942ab4ba346fdb64ccc04cde373-5-768x375.jpg 768w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2023\/03\/66c19942ab4ba346fdb64ccc04cde373-5.jpg 856w\" sizes=\"auto, (max-width: 926px) 100vw, 926px\" \/>\n<h2>\u4e8c\u9805\u5206\u5e03\u3000\u307e\u3068\u3081<\/h2>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<strong>\u4e8c\u9805\u5206\u5e03<\/strong>\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u307e\u3057\u305f\uff01<\/p>\n<p>\u4e8c\u9805\u5206\u5e03\u306b\u3064\u3044\u3066\u7406\u89e3\u3067\u304d\u305f\u65b9\u306f\u3001\u4e8c\u9805\u5206\u5e03\u3068\u95a2\u4fc2\u304c\u3042\u308b<a href=\"https:\/\/toukei-lab.com\/poisson\">\u30dd\u30a2\u30bd\u30f3\u5206\u5e03<\/a>\u3092\u52c9\u5f37\u3059\u308b\u3068\u826f\u3044\u3067\u3057\u3087\u3046\uff01<\/p>\n<p>https:\/\/toukei-lab.com\/poisson<\/p>\n<p>\u78ba\u7387\u5206\u5e03\u306f\u69d8\u3005\u306a\u3082\u306e\u304c\u3042\u308a\u3001<span class=\"marker\">\u30c7\u30fc\u30bf\u3084\u76ee\u7684\u306b\u3088\u3063\u3066\u9069\u5207\u306b\u4f7f\u3046\u3053\u3068\u3067\u521d\u3081\u3066\u52b9\u679c\u304c\u8868\u308c\u308b\u975e\u5e38\u306b\u512a\u308c\u305f\u30c4\u30fc\u30eb<\/span>\u3067\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\uff01\u78ba\u7387\u5206\u5e03\u3060\u3051\u3067\u306a\u304f\u3001\u7d71\u8a08\u5b66\u306e\u77e5\u8b58\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u77e5\u8b58\u3092\u5f97\u308b\u3053\u3068\u3067\u3001\u4eca\u307e\u3067\u306b\u306a\u3044\u77e5\u898b\u3092\u8eab\u306b\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff01<\/p>\n<p>\u305d\u3046\u3057\u305f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u529b\u3092\u8eab\u306b\u4ed8\u3051\u308b\u305f\u3081\u306b\u306f\u30b9\u30bf\u30d3\u30b8\u306e\u8a18\u4e8b\u3084\u30b9\u30af\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u305d\u3057\u3066\u50d5\u306e\u7d4c\u9a13\u3092\u8a70\u3081\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u7279\u5316\u306e\u30b9\u30af\u30fc\u30eb<a href=\"https:\/\/toukei-lab.com\/achademy\/\">\u300c\u30b9\u30bf\u30a2\u30ab\uff08\u30b9\u30bf\u30d3\u30b8\u30a2\u30ab\u30c7\u30df\u30fc\uff09\u300d<\/a>\u3092\u904b\u55b6\u3057\u3066\u3044\u307e\u3059\u306e\u3067\uff0c\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u305c\u3072\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<div class=\"balloon-box balloon-left balloon-none balloon-bg-gray clearfix\">\n<div class=\"balloon-icon \"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2019\/02\/uma2.png\" alt=\"\u30a6\u30de\u305f\u3093\" width=\"80\" height=\"80\"><\/div>\n<div class=\"icon-name\">\u30a6\u30de\u305f\u3093<\/div>\n<div class=\"balloon-serif\">\n<div class=\"balloon-content\">\u76ee\u6307\u305b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30de\u30b9\u30bf\u30fc\uff01<\/div>\n<\/div><\/div>\n<h3>AI\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u7279\u5316\u30b9\u30af\u30fc\u30eb\u300c\u30b9\u30bf\u30a2\u30ab\u300d<\/h3>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-7282\" src=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/11\/2bc9f22d0f8dfe24080b83884b7a5ec6-1024x576.jpg\" alt=\"\u30b9\u30bf\u30a2\u30ab\u30c8\u30c3\u30d7\" width=\"1024\" height=\"576\" srcset=\"https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/11\/2bc9f22d0f8dfe24080b83884b7a5ec6-1024x576.jpg 1024w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/11\/2bc9f22d0f8dfe24080b83884b7a5ec6-300x169.jpg 300w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/11\/2bc9f22d0f8dfe24080b83884b7a5ec6-768x432.jpg 768w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/11\/2bc9f22d0f8dfe24080b83884b7a5ec6-1536x864.jpg 1536w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/11\/2bc9f22d0f8dfe24080b83884b7a5ec6-320x180.jpg 320w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/11\/2bc9f22d0f8dfe24080b83884b7a5ec6-640x360.jpg 640w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/11\/2bc9f22d0f8dfe24080b83884b7a5ec6-1280x720.jpg 1280w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/11\/2bc9f22d0f8dfe24080b83884b7a5ec6.jpg 1920w, https:\/\/toukei-lab.com\/wp-content\/uploads\/2021\/11\/2bc9f22d0f8dfe24080b83884b7a5ec6-1024x576.jpg 856w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n<table class=\"cps-table03\">\n<tbody>\n<tr style=\"height: 19px;\">\n<th style=\"height: 19px; width: 30%;\">\u3010\u4fa1\u683c\u3011<\/th>\n<td class=\"rankinginfo\" style=\"height: 19px; width: 69.8507%;\">\u30e9\u30a4\u30c8\u30d7\u30e9\u30f3\uff1a1280\u5186\/\u6708<br \/>\n\u30d7\u30ec\u30df\u30a2\u30e0\u30d7\u30e9\u30f3\uff1a149,800\u5186<\/td>\n<\/tr>\n<tr style=\"height: 19px;\">\n<th style=\"height: 19px; width: 30%;\">\u3010\u30aa\u30b9\u30b9\u30e1\u5ea6\u3011<\/th>\n<td style=\"height: 19px; width: 69.8507%;\"><span class=\"jinstar\" style=\"color:#ffc32c; font-size:16px;\"><i class=\"jic jin-ifont-star\"><\/i><i class=\"jic jin-ifont-star\"><\/i><i class=\"jic jin-ifont-star\"><\/i><i class=\"jic jin-ifont-star\"><\/i><i class=\"jic jin-ifont-star\"><\/i><\/span><\/td>\n<\/tr>\n<tr style=\"height: 19px;\">\n<th style=\"width: 30%; height: 19px;\">\u3010\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u3011<\/th>\n<td style=\"width: 69.8507%; height: 19px;\"><span class=\"jinstar\" style=\"color:#ffc32c; font-size:16px;\"><i class=\"jic jin-ifont-star\"><\/i><i class=\"jic jin-ifont-star\"><\/i><i class=\"jic jin-ifont-star\"><\/i><i class=\"jic jin-ifont-star\"><\/i><i class=\"jic jin-ifont-starblank\"><\/i><\/span><\/td>\n<\/tr>\n<tr style=\"height: 19px;\">\n<th style=\"width: 30%; height: 19px;\">\u3010\u53d7\u8b1b\u5f62\u5f0f\u3011<\/th>\n<td style=\"width: 69.8507%; height: 19px;\">\u30aa\u30f3\u30e9\u30a4\u30f3\u5f62\u5f0f<\/td>\n<\/tr>\n<tr style=\"height: 19px;\">\n<th style=\"width: 30%; height: 19px;\">\u3010\u5b66\u7fd2\u7bc4\u56f2\u3011<\/th>\n<td style=\"width: 69.8507%; height: 19px;\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u7db2\u7f85\u7684\u306b\u5b66\u3076<br \/>\n\u5b9f\u8df5\u7684\u306a\u30d3\u30b8\u30cd\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5b66\u3076<br \/>\nSQL\u3068Python\u3092\u7d44\u307f\u3042\u308f\u305b\u3066\u5b9f\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u305f\u69d8\u3005\u306a\u30ef\u30fc\u30af\u3092\u884c\u3046<br \/>\n\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u5b9f\u884c\u30d7\u30e9\u30f3\u7b56\u5b9a<br \/>\n\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306e\u639b\u3051\u5408\u308f\u305b\u3067\u96c6\u5ba2\u30de\u30cd\u30bf\u30a4\u30ba<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u3057\u3066\u306e\u81ea\u5206\u306e\u7d4c\u9a13\u3092\u3075\u307e\u3048\u3066\u30a8\u30c3\u30bb\u30f3\u30b9\u3092\u8a70\u3081\u8fbc\u3093\u3060\u306e\u304c\u3053\u3061\u3089\u306e\u30b9\u30bf\u30d3\u30b8\u30a2\u30ab\u30c7\u30df\u30fc\u3001\u7565\u3057\u3066\u300c<a href=\"https:\/\/toukei-lab.com\/achademy\/\">\u30b9\u30bf\u30a2\u30ab<\/a>\u300d\uff01\uff01<\/p>\n<p>\u5f53\u30e1\u30c7\u30a3\u30a2\u304c\u904b\u55b6\u3059\u308b\u30b9\u30af\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p><span class=\"marker\">24\u6642\u9593\u4ee5\u5185\u306e\u8cea\u554f\u5bfe\u5fdc\u3068\u73fe\u5f79\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3088\u308b\u8907\u6570\u56de\u306e\u30e1\u30f3\u30bf\u30ea\u30f3\u30b0\u3092\u5b9f\u65bd\u3057\u307e\u3059\uff01<\/span><\/p>\n<p>\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u81ea\u4f53\u306f\u3001\u4ed6\u306e\u30b9\u30af\u30fc\u30eb\u3068\u6bd4\u8f03\u3057\u3066\u5727\u5012\u7684\u306b\u826f\u3044\u81ea\u4fe1\u304c\u3042\u308b\u306e\u3067\u305c\u3072\u53d7\u8b1b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<p>\u4ed6\u306e\u30b9\u30af\u30fc\u30eb\u306e\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u306fPython\u3067\u306e\u6a5f\u68b0\u5b66\u7fd2\u5b9f\u88c5\u3060\u3051\u306b\u7126\u70b9\u304c\u5f53\u305f\u3063\u3066\u3044\u308b\u3082\u306e\u304c\u591a\u304f\u3001\u5b9f\u52d9\u306b\u5373\u3057\u305f\u5185\u5bb9\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u3082\u306e\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<p><span class=\"marker\">\u305d\u3093\u306a\u8ab2\u984c\u611f\u306b\u5bfe\u3057\u3066\u3001\u5b9f\u52d9\u3067\u4f7f\u3046\u3053\u3068\u306e\u591a\u3044SQL\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u30d3\u30b8\u30cd\u30b9\u5c0e\u5165\u30d7\u30ed\u30bb\u30b9\u306e\u7406\u89e3\u306a\u3069\u3082\u3042\u308f\u305b\u3066\u5b66\u3079\u308b\u30dc\u30ea\u30e5\u30fc\u30e0\u6e80\u70b9\u306e\u30b3\u30fc\u30b9<\/span>\u306b\u306a\u3063\u3066\u3044\u307e\u3059\uff01<\/p>\n<p>Python\u304c\u521d\u3081\u3066\u306e\u4eba\u3067\u3082\u5b66\u3079\u308b\u3088\u3046\u306a\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u306b\u3057\u3066\u304a\u308a\u307e\u3059\u306e\u3067\u662f\u975e\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<p>\u30a6\u30a9\u30eb\u30de\u30fc\u30c8\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u5546\u54c1\u306e\u4e88\u6e2c\u5206\u6790\u3092\u3057\u305f\u308a\u3001\u5b9f\u52d9\u3067\u4f7f\u3046\u3053\u3068\u306e\u591a\u3044Google\u30d7\u30ed\u30c0\u30af\u30c8\u306eBigQuery\u3092\u4f7f\u3063\u3066\u6295\u7403\u5206\u6790\u3092\u3057\u305f\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u5fc5\u8981\u306a\u30d3\u30b8\u30cd\u30b9\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u57fa\u790e\u3092\u5b66\u3093\u3067\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30f3\u3092\u4f5c\u3063\u3066\u3082\u3089\u3063\u305f\u308a\u30fbWeb\u30b5\u30a4\u30c8\u69cb\u7bc9\u3057\u3066\u30c7\u30fc\u30bf\u57fa\u76e4\u69cb\u7bc9\u3057\u3066Web\u30de\u30fc\u30b1\u00d7\u30c7\u30fc\u30bf\u5206\u6790\u5b9f\u8df5\u3057\u3066\u3082\u3089\u3063\u305f\u308a\u3059\u308b\u76db\u308a\u3060\u304f\u3055\u3093\u306e\u5185\u5bb9\u306b\u306a\u3063\u3066\u307e\u3059\uff01<\/p>\n<div class=\"simple-box8\">\n<p><strong>\u30fbBigQuery\u4e0a\u3067SQL\u3001Google Colab\u4e0a\u3067Python\u3092\u4f7f\u3044\u91ce\u7403\u306e\u6295\u7403\u5206\u6790<\/strong><br \/>\n<strong>\u30fb\u4e16\u754c\u6700\u5927\u624b\u5c0f\u58f2\u4f01\u696d\u306e\u30a6\u30a9\u30eb\u30de\u30fc\u30c8\u306e\u5b9f\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u9700\u8981\u4e88\u6e2c<\/strong><br \/>\n<strong>\u30fb\u30d3\u30b8\u30cd\u30b9\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u57fa\u790e\u3092\u5b66\u3093\u3067\u5b9f\u969b\u306e\u4f01\u696d\u3092\u984c\u6750\u306b\u3057\u305f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30f3\u306e\u7b56\u5b9a<br \/>\n\u30fbWeb\u30b5\u30a4\u30c8\u69cb\u7bc9\u3057\u3066\u30c7\u30fc\u30bf\u57fa\u76e4\u69cb\u7bc9\u3057\u3066Web\u30de\u30fc\u30b1\u00d7\u30c7\u30fc\u30bf\u5206\u6790\u5b9f\u8df5\u3057\u3066\u7a3c\u3050<\/strong><\/p>\n<\/div>\n<div class=\"mcbtn\"><span style=\"color: #999999;\">\uff3c\u4eca\u3059\u3050\u8a66\u3059\uff0f<\/span><span class=\"color-button01-big\"><a href=\"https:\/\/toukei-lab.com\/achademy\/\" target=\"_blank\" rel=\"noopener nofollow\">\u30b9\u30bf\u30a2\u30ab\u306e\u53d7\u8b1b\u306f\u3053\u3061\u3089<\/a><\/span><\/div>\n<div><\/div>\n<div>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u95a2\u3059\u308b\u8a18\u4e8b\u306f\u3053\u3061\u3089\uff01<\/p>\n<p>https:\/\/toukei-lab.com\/statistics-freshman<\/p>\n<p>https:\/\/toukei-lab.com\/datascience-book<\/p>\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u52c9\u5f37\u3067\u304d\u308b\u30b9\u30af\u30fc\u30eb\u3084\u30b5\u30a4\u30c8\u306f\u3001\u305c\u3072\u3053\u3061\u3089\u3092\u53c2\u8003\u306b\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<p>https:\/\/toukei-lab.com\/datascientist-school<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\uff01 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\u4e8c\u9805\u5206\u5e03\u306f\u300cn\u56de\u306e\u30d9\u30eb\u30cc\u30fc\u30a4<\/p>\n","protected":false},"author":8,"featured_media":10306,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jin_ogp_image_url":"","_jin_last_featured_id":0,"footnotes":"","_wp_rev_ctl_limit":""},"categories":[31],"tags":[],"class_list":["post-9781","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-statistics"],"_links":{"self":[{"href":"https:\/\/toukei-lab.com\/wp-json\/wp\/v2\/posts\/9781","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/toukei-lab.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/toukei-lab.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/toukei-lab.com\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/toukei-lab.com\/wp-json\/wp\/v2\/comments?post=9781"}],"version-history":[{"count":5,"href":"https:\/\/toukei-lab.com\/wp-json\/wp\/v2\/posts\/9781\/revisions"}],"predecessor-version":[{"id":17062,"href":"https:\/\/toukei-lab.com\/wp-json\/wp\/v2\/posts\/9781\/revisions\/17062"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/toukei-lab.com\/wp-json\/wp\/v2\/media\/10306"}],"wp:attachment":[{"href":"https:\/\/toukei-lab.com\/wp-json\/wp\/v2\/media?parent=9781"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/toukei-lab.com\/wp-json\/wp\/v2\/categories?post=9781"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/toukei-lab.com\/wp-json\/wp\/v2\/tags?post=9781"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}