{"id":975,"date":"2023-07-28T03:04:44","date_gmt":"2023-07-28T03:04:44","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%83%8f%e3%82%9a%e3%83%b3%e3%82%bf%e3%82%99%e3%81%af%e6%ac%a0%e6%90%8d%e5%80%a4%e3%82%92%e6%95%b0%e3%81%88%e3%81%be%e3%81%99\/"},"modified":"2023-07-28T03:04:44","modified_gmt":"2023-07-28T03:04:44","slug":"%e3%83%8f%e3%82%9a%e3%83%b3%e3%82%bf%e3%82%99%e3%81%af%e6%ac%a0%e6%90%8d%e5%80%a4%e3%82%92%e6%95%b0%e3%81%88%e3%81%be%e3%81%99","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%83%8f%e3%82%9a%e3%83%b3%e3%82%bf%e3%82%99%e3%81%af%e6%ac%a0%e6%90%8d%e5%80%a4%e3%82%92%e6%95%b0%e3%81%88%e3%81%be%e3%81%99\/","title":{"rendered":"Pandas dataframe \u306e\u6b20\u640d\u5024\u3092\u6570\u3048\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u30d1\u30f3\u30c0 \u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u5185\u306e\u6b20\u640d\u5024\u306e\u6570\u3092\u6570\u3048\u305f\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u6b21\u306e DataFrame \u3092\u4f7f\u7528\u3057\u3066\u6b20\u640d\u5024\u3092\u30ab\u30a6\u30f3\u30c8\u3059\u308b\u65b9\u6cd5\u306e\u4f8b\u3092\u3044\u304f\u3064\u304b\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n<span style=\"color: #107d3f;\">import<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create DataFrame with some missing values<\/span>\ndf = pd.DataFrame({'a': [4, np.nan, np.nan, 7, 8, 12],\n                   'b': [np.nan, 6, 8, 14, 29, np.nan],\n                   'c': [11, 8, 10, 6, 6, np.nan]})\n\n<span style=\"color: #008080;\">#view DataFrame<\/span>\n<span style=\"color: #3366ff;\">print<\/span> (df)\n\n      ABC\n0 4.0 NaN 11.0\n1 NaN 6.0 8.0\n2 NaN 8.0 10.0\n3 7.0 14.0 6.0\n4 8.0 29.0 6.0\n5 12.0 NaN NaN\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>DataFrame\u5168\u4f53\u306e\u6b20\u640d\u5024\u306e\u5408\u8a08\u3092\u6570\u3048\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001DataFrame \u5168\u4f53\u306e\u6b20\u640d\u5024\u306e\u5408\u8a08\u6570\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">isnull<\/span> (). <span style=\"color: #3366ff;\">sum<\/span> (). <span style=\"color: #3366ff;\">sum<\/span> ()\n\n5<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306b\u3088\u308a\u3001\u6b20\u640d\u5024\u304c\u5408\u8a08<strong>5 \u3064<\/strong>\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5217\u3054\u3068\u306e\u6b20\u640d\u5024\u306e\u5408\u8a08\u3092\u6570\u3048\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001DataFrame \u306e\u5404\u5217\u306e\u6b20\u640d\u5024\u306e\u5408\u8a08\u6570\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">isnull<\/span> (). <span style=\"color: #3366ff;\">sum<\/span> ()\n\nat 2\nb 2\nc 1\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u6b21\u306e\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5217\u300ca\u300d\u306b\u306f\u6b20\u640d\u5024\u304c<strong>2 \u3064<\/strong>\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5217\u300cb\u300d\u306b\u306f\u6b20\u640d\u5024\u304c<strong>2 \u3064<\/strong>\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5217\u300cc\u300d\u306b\u306f\u6b20\u640d\u5024\u304c<strong>1 \u3064<\/strong>\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p>\u6b20\u640d\u5024\u306e\u6570\u3092\u5217\u5168\u4f53\u306b\u5bfe\u3059\u308b\u5272\u5408\u3068\u3057\u3066\u8868\u793a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">isnull<\/span> (). <span style=\"color: #3366ff;\">sum<\/span> ()\/ <span style=\"color: #008000;\">len<\/span> (df)* <span style=\"color: #008000;\">100<\/span>\n\na 33.333333\nb 33.333333\nc 16.666667\n<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u6b21\u306e\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u5217\u300ca\u300d\u306e\u5024\u306e<strong>33.33%<\/strong>\u304c\u6b20\u843d\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5217\u300cb\u300d\u306e\u5024\u306e<strong>33.33%<\/strong>\u304c\u6b20\u843d\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u5217\u300cc\u300d\u306e\u5024\u306e<strong>16.67%<\/strong>\u304c\u6b20\u843d\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u884c\u3054\u3068\u306e\u6b20\u640d\u5024\u306e\u5408\u8a08\u3092\u6570\u3048\u308b<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001DataFrame \u306e\u5404\u884c\u306e\u6b20\u640d\u5024\u306e\u5408\u8a08\u6570\u3092\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">isnull<\/span> (). <span style=\"color: #3366ff;\">sum<\/span> (axis= <span style=\"color: #008000;\">1<\/span> )\n\n0 1\n1 1\n2 1\n30\n4 0\n5 2<\/strong><\/pre>\n<p><span style=\"color: #000000;\">\u3053\u308c\u306f\u6b21\u306e\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">\u884c 1 \u306b\u306f\u6b20\u640d\u5024\u304c<strong>1 \u3064<\/strong>\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u884c 2 \u306b\u306f\u6b20\u640d\u5024\u304c<strong>1 \u3064<\/strong>\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u884c 3 \u306b\u306f\u6b20\u640d\u5024\u304c<strong>1 \u3064<\/strong>\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u884c 4 \u306b\u306f\u6b20\u640d\u5024\u304c<strong>0<\/strong>\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u884c 5 \u306b\u306f\u6b20\u640d\u5024\u304c<strong>0<\/strong>\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"color: #000000;\">\u884c 6 \u306b\u306f<strong>2 \u3064\u306e<\/strong>\u6b20\u640d\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/ja\/\u5358\u4e00\u306e\u30cf\u309a\u30f3\u30bf\u3099\u3001\u8907\u6570\u306e\u5217\/\" target=\"_blank\" rel=\"noopener noreferrer\">Pandas \u306e\u8907\u6570\u306e\u5217\u306e\u4e00\u610f\u306e\u5024\u3092\u898b\u3064\u3051\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u5217\u306b\u57fa\u3064\u3099\u3044\u3066\u30cf\u309a\u30f3\u30bf\u3099\u3092\u4f5c\u6210\u3059\u308b\/\" target=\"_blank\" rel=\"noopener noreferrer\">Pandas \u3067\u6761\u4ef6\u306b\u57fa\u3065\u3044\u3066\u65b0\u3057\u3044\u5217\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30d1\u30f3\u30c0 \u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u5185\u306e\u6b20\u640d\u5024\u306e\u6570\u3092\u6570\u3048\u305f\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u6b21\u306e DataFrame \u3092\u4f7f\u7528\u3057\u3066\u6b20\u640d\u5024\u3092\u30ab\u30a6\u30f3\u30c8\u3059\u308b\u65b9\u6cd5\u306e\u4f8b\u3092\u3044\u304f\u3064\u304b\u793a\u3057\u307e\u3059\u3002 import pandas as pd imp [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-975","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>DataFrame \u306e\u6b20\u640d\u5024\u3092\u6570\u3048\u308b\u65b9\u6cd5 Pandas \u2013 Statology<\/title>\n<meta name=\"description\" content=\"pandas DataFrame \u306e\u6b20\u640d\u5024\u3092\u30ab\u30a6\u30f3\u30c8\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3092\u542b\u3081\u3066\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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