{"id":436,"date":"2022-09-25T23:48:51","date_gmt":"2022-09-25T14:48:51","guid":{"rendered":"https:\/\/kashiiblog.com\/?p=436"},"modified":"2022-09-25T23:48:51","modified_gmt":"2022-09-25T14:48:51","slug":"python%e3%81%a7%e6%ac%a0%e6%90%8d%e5%80%a4%e3%82%92%e7%a2%ba%e8%aa%8d%e3%81%97%e3%81%a6%e3%81%bf%e3%82%8b","status":"publish","type":"post","link":"https:\/\/kashiiblog.com\/?p=436","title":{"rendered":"Python\u3067\u6b20\u640d\u5024\u3092\u78ba\u8a8d\u3057\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>\u3068<a href=\"https:\/\/kashiiblog.com\/?p=426\">\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/a>\u307e\u3067\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u6b20\u640d\u5024\u306e\u78ba\u8a8d\u3092\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h2>\u6b20\u640d\u5024\u3092\u78ba\u8a8d\u3059\u308b<\/h2>\n<h3>\u6b20\u640d\u5024\u304c\u3042\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p>\u6b20\u640d\u3068\u306f\u4f55\u3089\u304b\u306e\u7406\u7531\u3067\u3001\u30c7\u30fc\u30bf\u306e\u5024\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u72b6\u614b\u306e\u3053\u3068\u3092\u3044\u3044\u307e\u3059\u3002<br \/>\n\u6b20\u640d\u306e\u6709\u7121\u3092\u78ba\u8a8d\u3059\u308b\u70ba\u306b\u306fisnull\u95a2\u6570\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>A.isnull()<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-437\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/qx3FI0nIUwhm0Si1664116191_1664116222.png\" alt=\"\" width=\"633\" height=\"364\" srcset=\"https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/qx3FI0nIUwhm0Si1664116191_1664116222.png 633w, https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/qx3FI0nIUwhm0Si1664116191_1664116222-300x173.png 300w\" sizes=\"auto, (max-width: 633px) 100vw, 633px\" \/>\n<p>\u3053\u3093\u306a\u611f\u3058\u3067\u51fa\u529b\u3055\u308c\u307e\u3059\u3002\u6b20\u640d\u5024\u306e\u6642\u3001True\u3068\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u305f\u3060\u3001\u3053\u308c\u3060\u3051\u5168\u90e8\u306e\u5024\u3092\u78ba\u8a8d\u3059\u308b\u306e\u306f\u5927\u5909\u306a\u306e\u3067\u5404\u5217\u3054\u3068\u306b\u6b20\u640d\u304c\u542b\u307e\u308c\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u5404\u5217\u3054\u3068\u306b\u6b20\u640d\u304c\u542b\u307e\u308c\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p>isnull\u95a2\u6570\u306e\u3042\u3068\u306bany\u95a2\u6570\u3092\u4ed8\u3051\u52a0\u3048\u307e\u3059\u3002\u203b1\u3064\u4ee5\u4e0a\u6b20\u640d\u5024\u3092\u542b\u3093\u3067\u3044\u308b\u5834\u5408\u3001True\u3068\u8868\u793a\u3055\u308c\u307e\u3059<\/p>\n<blockquote><p>A.isnull().any()<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-439\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f19.png\" alt=\"\" width=\"170\" height=\"224\" \/>\n<h3>\u5404\u5217\u306b\u6b20\u640d\u5024\u304c\u5e7e\u3064\u3042\u308b\u304b\u6570\u3048\u3066\u307f\u308b<\/h3>\n<p>True\uff1d\u6b20\u640d\u304c\u3042\u308b\u3053\u3068\u306f\u5206\u304b\u3063\u305f\u3051\u308c\u3069\u3001\u3069\u308c\u304f\u3089\u3044\u6b20\u640d\u3057\u3066\u308b\u306e\u304b\u304c\u308f\u304b\u3089\u306a\u3044\u3068\u5bfe\u5fdc\u3057\u3065\u3089\u3044\u306e\u3067\u5177\u4f53\u7684\u306b\u4f55\u500b\u6b20\u640d\u5024\u304c\u3042\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002sum\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u4f55\u500b\u6b20\u640d\u3057\u3066\u3044\u308b\u304b\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<blockquote><p>A.isnull().sum()<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-438\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f20.png\" alt=\"\" width=\"163\" height=\"224\" \/>\n<h2>\u6b20\u640d\u5024\u3092\u51e6\u7406\u3059\u308b<\/h2>\n<p>\u6b20\u640d\u5024\u304c\u3042\u308b\u3068\u5206\u6790\u304c\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u6b20\u640d\u5024\u306e\u51e6\u7406\u3092\u3057\u307e\u3057\u3087\u3046\u3002\u6b20\u640d\u5024\u306e\u51e6\u7406\u306f\u5225\u306e\u306a\u3093\u3089\u304b\u306e\u5024\u3092\u4ee3\u5165\u3059\u308b\u304b\u3001\u6b20\u640d\u5024\u3092\u542b\u3080\u884c\u3092\u524a\u9664\u3059\u308b\u304b\u3067\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p>\n<h3>\u6b20\u640d\u5024\u3092\u88dc\u9593\u3059\u308b<\/h3>\n<p>\u4eca\u56de\u306ffillna\u95a2\u6570\u3092\u4f7f\u3044\u3001\u6b20\u640d\u5024\u30920\u3067\u88dc\u9593\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<blockquote><p>A.fillna(0)<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-443\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/u7yhZDZWRYwFrur1664117143_1664117184.png\" alt=\"\" width=\"621\" height=\"350\" srcset=\"https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/u7yhZDZWRYwFrur1664117143_1664117184.png 621w, https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/u7yhZDZWRYwFrur1664117143_1664117184-300x169.png 300w\" sizes=\"auto, (max-width: 621px) 100vw, 621px\" \/>\n<h3>\u6b20\u640d\u5024\u3092\u524a\u9664\u3059\u308b<\/h3>\n<p>\u5225\u306e\u3084\u308a\u65b9\u3068\u3057\u3066dropna\u95a2\u6570\u3092\u4f7f\u3044\u3001\u6b20\u640d\u5024\u3092\u524a\u9664\u3057\u3066\u307f\u307e\u3059\u3002<br \/>\n\u3042\u308b\u5217\u306b\u6b20\u640d\u5024\u304c\u3042\u3063\u305f\u5834\u5408\u306e\u307f\u3001\u305d\u306e\u884c\u3092\u524a\u9664\u3057\u305f\u3044\u5834\u5408\u306f\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3057\u3066subset=[ ]\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>A.dropna(subset=[&#8220;kcal&#8221;])<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-444\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/oBfXEcBJX4qFxUP1664117220_1664117244.png\" alt=\"\" width=\"621\" height=\"432\" srcset=\"https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/oBfXEcBJX4qFxUP1664117220_1664117244.png 621w, https:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/oBfXEcBJX4qFxUP1664117220_1664117244-300x209.png 300w\" sizes=\"auto, (max-width: 621px) 100vw, 621px\" \/>\n<h3>\u6b20\u640d\u5024\u304c\u306a\u304f\u306a\u3063\u305f\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p>\u884c\u306e\u4e2d\u306e\u5024\u304c\u305d\u308c\u305e\u308c\u5e7e\u3064\u3042\u308b\u304b\u3092\u78ba\u8a8d\u3057\u305f\u3044\u5834\u5408\u306f\u3001value_counts\u95a2\u6570\u3092\u4f7f\u3044\u307e\u3059\u3002\u3053\u308c\u3067\u6b20\u640d\u5024\u304c\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<blockquote><p>A[&#8220;precipitation&#8221;].value_counts()<\/p><\/blockquote>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-440\" src=\"http:\/\/kashiiblog.com\/wp-content\/uploads\/2022\/09\/f23.png\" alt=\"\" width=\"250\" height=\"158\" \/>\n<p>\u3053\u3053\u3067\u6b20\u640d\u5024\u306e\u51e6\u7406\u304c\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002\u4eca\u5ea6\u304b\u3089\u3084\u3063\u3068\u8a73\u7d30\u306a\u5206\u6790\u306b\u5165\u308a\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\u3068\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u307e\u3067\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u6b20\u640d\u5024\u306e\u78ba\u8a8d\u3092\u3057\u3066\u3044\u304d\u307e\u3059\u3002 \u6b20\u640d\u5024\u3092\u78ba\u8a8d\u3059\u308b \u6b20\u640d\u5024\u304c\u3042\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b \u6b20\u640d\u3068\u306f\u4f55\u3089\u304b\u306e\u7406\u7531\u3067\u3001&#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-436","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=436\" \/>\n\t<meta name=\"generator\" content=\"All in 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