{"id":1359,"date":"2023-07-26T17:12:24","date_gmt":"2023-07-26T17:12:24","guid":{"rendered":"https:\/\/statorials.org\/ko\/fillna-%e1%84%83%e1%85%a1%e1%84%8c%e1%85%ae%e1%86%bc-%e1%84%8b%e1%85%a7%e1%86%af-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5\/"},"modified":"2023-07-26T17:12:24","modified_gmt":"2023-07-26T17:12:24","slug":"fillna-%e1%84%83%e1%85%a1%e1%84%8c%e1%85%ae%e1%86%bc-%e1%84%8b%e1%85%a7%e1%86%af-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/fillna-%e1%84%83%e1%85%a1%e1%84%8c%e1%85%ae%e1%86%bc-%e1%84%8b%e1%85%a7%e1%86%af-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5\/","title":{"rendered":"Pandas\uc758 \uc5ec\ub7ec \uc5f4\uc5d0 \ub300\ud55c na \uac12\uc744 \ucc44\uc6b0\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">pandas <a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.fillna.html\" target=\"_blank\" rel=\"noopener\">fillna()<\/a> \ud568\uc218\ub294 pandas DataFrame \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc744 \ucc44\uc6b0\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc74c pandas DataFrame\uc758 \uc5ec\ub7ec \uc5f4\uc5d0 \ub300\ud55c \ub204\ub77d\ub41c \uac12\uc744 \ucc44\uc6b0\ub294 \uba87 \uac00\uc9c0 \uc608\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/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: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#createDataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({'team': ['A', np. <span style=\"color: #3366ff;\">nan<\/span> , 'B', 'B', 'B', 'C', 'C', 'C'],\n                   'points': [25, np. <span style=\"color: #3366ff;\">no<\/span> , 15, np. <span style=\"color: #3366ff;\">no<\/span> , 19, 23, 25, 29],\n                   'assists': [5, 7, 7, 9, 12, 9, np. <span style=\"color: #3366ff;\">no<\/span> , 4],\n                   'rebounds': [11, 8, 10, 6, 6, 5, 9, 12]})<\/span>\n\n#view DataFrame\n<span style=\"color: #000000;\"><span style=\"color: #993300;\">print<\/span> (df)\n\n  team points assists rebounds\n0 A 25.0 5.0 11\n1 NaN NaN 7.0 8\n2 B 15.0 7.0 10\n3 B NaN 9.0 6\n4 B 19.0 12.0 6\n5 C 23.0 9.0 5\n6 C 25.0 NaN 9\n7 C 29.0 4.0 12<\/span>\n<\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608\uc2dc 1: \ubaa8\ub4e0 \uc5f4\uc758 \uacb0\uce21\uac12 \ucc44\uc6b0\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 DataFrame\uc758 <em>\ubaa8\ub4e0<\/em> \uc5f4\uc5d0 \ub300\ud574 \ub204\ub77d\ub41c \uac12\uc744 0\uc73c\ub85c \ucc44\uc6b0\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#replace all missing values with zero<\/span>\ndf. <span style=\"color: #3366ff;\">fillna<\/span> (value= <span style=\"color: #008000;\">0<\/span> ,inplace= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #993300;\">print<\/span> (df) \n\n  team points assists rebounds\n0 A 25.0 5.0 11\n1 0 0.0 7.0 8\n2 B 15.0 7.0 10\n3 B 0.0 9.0 6\n4 B 19.0 12.0 6\n5 C 23.0 9.0 5\n6 C 25.0 0.0 9\n7 C 29.0 4.0 12<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608\uc2dc 2: \uc5ec\ub7ec \uc5f4\uc5d0 \ub300\ud55c \ub204\ub77d\uac12 \ucc44\uc6b0\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 DataFrame\uc758 \ud3ec\uc778\ud2b8 \ubc0f \ub3c4\uc6b0\ubbf8 \uc5f4\uc5d0 \ub300\ud574\uc11c\ub9cc \ub204\ub77d\ub41c \uac12\uc744 0\uc73c\ub85c \ucc44\uc6b0\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#replace missing values in points and assists columns with zero<\/span>\ndf[['points', 'assists']] = df[['points', 'assists']]. <span style=\"color: #3366ff;\">fillna<\/span> (value= <span style=\"color: #008000;\">0<\/span> )\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #993300;\">print<\/span> (df) \n\n  team points assists rebounds\n0 A 25.0 5.0 11\n1 NaN 0.0 7.0 8\n2 B 15.0 7.0 10\n3 B 0.0 9.0 6\n4 B 19.0 12.0 6\n5 C 23.0 9.0 5\n6 C 25.0 0.0 9\n7 C 29.0 4.0 12\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608\uc2dc 3: \uc5ec\ub7ec \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc744 \uc11c\ub85c \ub2e4\ub978 \uac12\uc73c\ub85c \ucc44\uc6b0\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uc138 \uac00\uc9c0 \ub2e4\ub978 \uac12\uc73c\ub85c \uc138 \uac00\uc9c0 \ub2e4\ub978 \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc744 \ucc44\uc6b0\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#replace missing values in three columns with three different values<\/span>\ndf. <span style=\"color: #3366ff;\">fillna<\/span> ({'team': ' <span style=\"color: #008000;\">Unknown<\/span> ', 'points': <span style=\"color: #008000;\">0<\/span> , 'assists': ' <span style=\"color: #008000;\">zero<\/span> '}, inplace= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #993300;\">print<\/span> (df)\n\n      team points assists rebounds\n0 A 25.0 5 11\n1 Unknown 0.0 7 8\n2 B 15.0 7 10\n3 B 0.0 9 6\n4 B 19.0 12 6\n5 C 23.0 9 5\n6 C 25.0 zero 9\n7 C 29.0 4 12\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc138 \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc740 \uac01\uac01 \uace0\uc720\ud55c \uac12\uc73c\ub85c \ub300\uccb4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>pandas fillna() \ud568\uc218\ub294 pandas DataFrame \uc5f4\uc758 \ub204\ub77d\ub41c \uac12\uc744 \ucc44\uc6b0\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc74c pandas DataFrame\uc758 \uc5ec\ub7ec \uc5f4\uc5d0 \ub300\ud55c \ub204\ub77d\ub41c \uac12\uc744 \ucc44\uc6b0\ub294 \uba87 \uac00\uc9c0 \uc608\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. import pandas as pd import numpy as np #createDataFrame df = pd. DataFrame ({&#8216;team&#8217;: [&#8216;A&#8217;, np. nan , &#8216;B&#8217;, &#8216;B&#8217;, &#8216;B&#8217;, &#8216;C&#8217;, &#8216;C&#8217;, &#8216;C&#8217;], &#8216;points&#8217;: [25, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-1359","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pandas\uc758 \uc5ec\ub7ec \uc5f4\uc5d0 \ub300\ud55c NA \uac12\uc744 \ucc44\uc6b0\ub294 \ubc29\ubc95<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec Pandas DataFrame\uc758 \uc5ec\ub7ec \uc5f4\uc5d0 \ub300\ud55c NA \uac12\uc744 \ucc44\uc6b0\ub294 \ubc29\ubc95\uc744 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