{"id":426,"date":"2022-09-25T23:23:35","date_gmt":"2022-09-25T14:23:35","guid":{"rendered":"https:\/\/kashiiblog.com\/?p=426"},"modified":"2022-09-25T23:23:35","modified_gmt":"2022-09-25T14:23:35","slug":"python%e3%81%a7%e6%8a%98%e3%82%8c%e7%b7%9a%e3%82%b0%e3%83%a9%e3%83%95%e3%83%bb%e3%83%92%e3%82%b9%e3%83%88%e3%82%b0%e3%83%a9%e3%83%a0%e3%83%bb%e7%ae%b1%e3%81%b2%e3%81%92%e5%9b%b3%e3%82%92%e6%8f%8f","status":"publish","type":"post","link":"https:\/\/kashiiblog.com\/?p=426","title":{"rendered":"Python\u3067\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u30fb\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u30fb\u7bb1\u3072\u3052\u56f3\u3092\u63cf\u3044\u3066\u307f\u308b"},"content":{"rendered":"<p><a href=\"https:\/\/kashiiblog.com\/?p=327\">\u74b0\u5883\u8a2d\u5b9a<\/a>\u304c\u7d42\u308f\u308a\u3001<a href=\"https:\/\/kashiiblog.com\/?p=411\">\u57fa\u790e\u7684\u306a\u4f7f\u7528\u65b9\u6cd5\u3092\u7406\u89e3<\/a>\u3057\u307e\u3057\u305f\u3002\u305d\u3057\u3066<a href=\"https:\/\/kashiiblog.com\/?p=421\">\u30c7\u30fc\u30bf\u306e\u6982\u8981\u3092\u78ba\u8a8d<\/a>\u3067\u304d\u305f\u306e\u3067\u3001\u4eca\u5ea6\u306f\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/h2>\n<h3>\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3092\u63cf\u3044\u3066\u307f\u308b<\/h3>\n<p>\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3092\u63cf\u304f\u306b\u306fplot\u95a2\u6570\u3092\u4f7f\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306fy\u306b\u3064\u3044\u3066\u306e\u30b0\u30e9\u30d5\u3092\u63cf\u3044\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<blockquote><p>A[&#8220;y&#8221;].plot()<\/p><\/blockquote>\n<p>\u3053\u3093\u306a\u611f\u3058\u306b\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-428\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f10.png\" alt=\"\" width=\"380\" height=\"254\" srcset=\"https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f10.png 380w, https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f10-300x200.png 300w\" sizes=\"auto, (max-width: 380px) 100vw, 380px\" \/>\n<p>\u3053\u306e\u307e\u307e\u3067\u306f\u308f\u304b\u308a\u306b\u304f\u3044\u305f\u3081\u3001\u30b3\u30fc\u30c9\u3092\u8ffd\u52a0\u3057\u898b\u3084\u3059\u304f\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h4>\u30b0\u30e9\u30d5\u306e\u5e45\u3092\u5909\u3048\u308b<\/h4>\n<p>\u30aa\u30d7\u30b7\u30e7\u30f3\u3092()\u306e\u4e2d\u306b\u3064\u3051\u3066\u30b5\u30a4\u30ba\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<blockquote><p>A[&#8220;y&#8221;].plot(figsize=(12,4))<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-427\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f11.png\" alt=\"\" width=\"628\" height=\"225\" srcset=\"https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f11.png 628w, https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f11-300x107.png 300w\" sizes=\"auto, (max-width: 628px) 100vw, 628px\" \/>\n<p><strong>\u30b0\u30e9\u30d5\u306b\u30bf\u30a4\u30c8\u30eb\u3092\u3064\u3051\u308b<\/strong><\/p>\n<p>\u4eca\u5ea6\u306f\u8ffd\u52a0\u3067title()\u3067\u30bf\u30a4\u30c8\u30eb\u3092\u3064\u3051\u307e\u3059\u3002<\/p>\n<blockquote><p>A[&#8220;y&#8221;].plot(figsize=(12,4),title=&#8221;glapth&#8221;)<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-430\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f12.png\" alt=\"\" width=\"611\" height=\"243\" srcset=\"https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f12.png 611w, https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f12-300x119.png 300w\" sizes=\"auto, (max-width: 611px) 100vw, 611px\" \/>\n<p><strong>\u30b0\u30e9\u30d5\u306ex\u8ef8\u3068y\u8ef8\u306b\u540d\u524d\u3092\u3064\u3051\u308b<\/strong><\/p>\n<p>X\u8ef8\u3084y\u8ef8\u306a\u3069\u3082\u4f55\u3092\u6d3b\u7528\u3057\u3066\u3044\u308b\u306e\u304b\u308f\u304b\u308b\u3088\u3046\u306b\u8868\u793a\u3057\u307e\u3059\u3002\u4eca\u56de\u306fplot\u95a2\u6570\u306e\u7d50\u679c\u3092\u5225\u306e\u5909\u6570\u306b\u4ee3\u5165\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u5909\u6570ax\u306b\u4ee3\u5165\u3057\u3066\u3044\u307e\u3059\u3002x\u8ef8\u306fax\u3092\u4f7f\u3044\u3001set_xlabel(&#8220;name&#8221;)\u3068\u66f8\u304f\u3053\u3068\u3067\u540d\u524d\u3092\u3064\u3051\u307e\u3059\u3002<\/p>\n<blockquote><p>ax = A[&#8220;y&#8221;].plot(figsize=(12,4),title=&#8221;glapth&#8221;)<br \/>\nax.set_xlabel(&#8220;time&#8221;)<br \/>\nax.set_ylabel(&#8220;y&#8221;)<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-429\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f13.png\" alt=\"\" width=\"615\" height=\"237\" srcset=\"https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f13.png 615w, https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f13-300x116.png 300w\" sizes=\"auto, (max-width: 615px) 100vw, 615px\" \/>\n<h3>\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u63cf\u3044\u3066\u307f\u308b<\/h3>\n<p>\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u63cf\u304f\u306b\u306fplot.hist\u95a2\u6570\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>A[&#8220;y&#8221;].plot.hist()<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-431\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f14.png\" alt=\"\" width=\"384\" height=\"250\" srcset=\"https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f14.png 384w, https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f14-300x195.png 300w\" sizes=\"auto, (max-width: 384px) 100vw, 384px\" \/>\n<h4>\u30b0\u30ea\u30c3\u30c9\u7dda\u3092\u5f15\u304f<\/h4>\n<p>\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3092\u898b\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u30b0\u30ea\u30c3\u30c9\u7dda\u3092\u8a18\u8f09\u3059\u308b\u5834\u5408\u3001()\u306e\u4e2d\u306b\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3057\u3066\u3001grid=True\u3068\u66f8\u304d\u307e\u3059\u3002<\/p>\n<blockquote><p>A[&#8220;y&#8221;].plot.hist(grid=True)<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-433\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f15.png\" alt=\"\" width=\"391\" height=\"250\" srcset=\"https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f15.png 391w, https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f15-300x192.png 300w\" sizes=\"auto, (max-width: 391px) 100vw, 391px\" \/>\n<h4>\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u4e0a\u306b\u5e73\u5747\u5024\u3092\u8868\u3059\u8d64\u7dda\u3092\u63cf\u304f<\/h4>\n<p>\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3067\u4e00\u756a\u6570\u304c\u591a\u3044\u3068\u3053\u308d\u304c\u5e73\u5747\u5024\u3068\u306f\u9650\u3089\u306a\u3044\u30b1\u30fc\u30b9\u3082\u3042\u308b\u305f\u3081\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u306b\u5e73\u5747\u5024\u3092\u8868\u3059\u7dda\u3092\u63cf\u3044\u3066\u307f\u307e\u3059\u3002<br \/>\n\u7e26\u7dda\u3092\u63cf\u304f\u3068\u304d\u306b\u306fplt.axvline(x=NUMBER, color=&#8221;red&#8221;)\u3068\u66f8\u304d\u307e\u3059\u3002<\/p>\n<blockquote><p>plt.axvline(x=train[&#8220;y&#8221;].mean(),color=&#8221;red&#8221;)<br \/>\nA[&#8220;y&#8221;].plot.hist()<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-432\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f16.png\" alt=\"\" width=\"391\" height=\"248\" srcset=\"https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f16.png 391w, https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f16-300x190.png 300w\" sizes=\"auto, (max-width: 391px) 100vw, 391px\" \/>\n<h3>\u7bb1\u3072\u3052\u56f3\u3092\u63cf\u3044\u3066\u307f\u308b<\/h3>\n<p>\u7bb1\u3072\u3052\u56f3\u306e\u63cf\u304d\u65b9\u306f\u3001y\u3068week\u3092\u9078\u629e\u3057\u305f\u4e0a\u3067\u3001boxplot(by=&#8221;week&#8221;)\u3068\u66f8\u304d\u307e\u3059\u3002<br \/>\nby=&#8221;week&#8221;\u306fx\u8ef8\u306b\u3057\u305f\u3044\u30ab\u30e9\u30e0\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u25cb\u306f\u5916\u308c\u5024\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<blockquote><p>A[[&#8220;y&#8221;,&#8221;week&#8221;]].boxplot(by=&#8221;week&#8221;)<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-434\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f17.png\" alt=\"\" width=\"404\" height=\"284\" srcset=\"https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f17.png 404w, https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f17-300x211.png 300w\" sizes=\"auto, (max-width: 404px) 100vw, 404px\" \/>\n<p>\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3092\u4e00\u901a\u308a\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u3002\u3053\u308c\u304c\u3067\u304d\u305f\u304b\u3089\u3068\u3044\u3063\u3066\u5206\u6790\u306b\u76f4\u63a5\u304b\u304b\u308f\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u30c7\u30fc\u30bf\u306e\u8a73\u7d30\u3092\u307f\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u52c9\u5f37\u3057\u305f\u3053\u3068\u3092\u4f7f\u7528\u3057\u3066\u3082\u3063\u3068\u7d30\u304b\u3044\u5206\u6790\u3092\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u74b0\u5883\u8a2d\u5b9a\u304c\u7d42\u308f\u308a\u3001\u57fa\u790e\u7684\u306a\u4f7f\u7528\u65b9\u6cd5\u3092\u7406\u89e3\u3057\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u30c7\u30fc\u30bf\u306e\u6982\u8981\u3092\u78ba\u8a8d\u3067\u304d\u305f\u306e\u3067\u3001\u4eca\u5ea6\u306f\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3092\u3057\u3066\u3044\u304d\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316 \u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3092\u63cf\u3044\u3066\u307f\u308b \u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3092\u63cf\u304f\u306b\u306fplot\u95a2\u6570\u3092\u4f7f\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f&#8230;<\/p>\n","protected":false},"author":1,"featured_media":418,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[22],"tags":[23],"class_list":["post-426","post","type-post","status-publish","format-standard","has-post-thumbnail","category-python","tag-python","article cf"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"kinoshiro\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/kashiiblog.com\/?p=426\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"ja_JP\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u30ad\u30ce\u30b7\u30ed\u306e\u6b62\u307e\u308a\u6728 | \u6bce\u65e5\u3092\u5c11\u3057\u3060\u3051\u697d\u306b\u3059\u308b\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Python\u3067\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u30fb\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u30fb\u7bb1\u3072\u3052\u56f3\u3092\u63cf\u3044\u3066\u307f\u308b | \u30ad\u30ce\u30b7\u30ed\u306e\u6b62\u307e\u308a\u6728\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/kashiiblog.com\/?p=426\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2022-09-25T14:23:35+00:00\" \/>\n\t\t<meta 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