{"id":4072,"date":"2023-07-13T18:54:14","date_gmt":"2023-07-13T18:54:14","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%80%e1%85%a1%e1%86%a8-%e1%84%92%e1%85%a2%e1%86%bc%e1%84%8b%e1%85%b4-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%91%e1%85%ad%e1%84%8c%e1%85%ae%e1%86%ab-%e1%84%91%e1%85%a7%e1%86%ab\/"},"modified":"2023-07-13T18:54:14","modified_gmt":"2023-07-13T18:54:14","slug":"%e1%84%80%e1%85%a1%e1%86%a8-%e1%84%92%e1%85%a2%e1%86%bc%e1%84%8b%e1%85%b4-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%91%e1%85%ad%e1%84%8c%e1%85%ae%e1%86%ab-%e1%84%91%e1%85%a7%e1%86%ab","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%80%e1%85%a1%e1%86%a8-%e1%84%92%e1%85%a2%e1%86%bc%e1%84%8b%e1%85%b4-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%91%e1%85%ad%e1%84%8c%e1%85%ae%e1%86%ab-%e1%84%91%e1%85%a7%e1%86%ab\/","title":{"rendered":"Pandas: \uac01 \ud589\uc758 \ud45c\uc900 \ud3b8\ucc28\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec Pandas DataFrame\uc758 \uac01 \ud589\uc5d0 \ub300\ud55c \uac12\uc758 \ud45c\uc900 \ud3b8\ucc28\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">std<\/span> (axis= <span style=\"color: #008000;\">1<\/span> , numeric_only= <span style=\"color: #008000;\">True<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>axis=1<\/strong> \uc778\uc218\ub294 \ud32c\ub354\uc5d0\uac8c \uac01 \uc5f4 \ub300\uc2e0 \uac01 \ud589\uc5d0 \ub300\ud574 \uacc4\uc0b0\uc744 \uc218\ud589\ud558\ub3c4\ub85d \uc9c0\uc2dc\ud558\uace0, <strong>numeric_only=True<\/strong> \ub294 \uacc4\uc0b0\uc744 \uc218\ud589\ud560 \ub54c \uc22b\uc790 \uc5f4\ub9cc \uace0\ub824\ud558\ub3c4\ub85d \ud32c\ub354\uc5d0\uac8c \uc9c0\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608: Pandas\uc758 \uac01 \ud589\uc5d0 \ub300\ud55c \ud45c\uc900 \ud3b8\ucc28 \uacc4\uc0b0<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub124 \uac00\uc9c0 \uac8c\uc784 \ub3d9\uc548 \ub2e4\uc591\ud55c \ub18d\uad6c \uc120\uc218\uac00 \ub4dd\uc810\ud55c \uc810\uc218\uc5d0 \ub300\ud55c \uc815\ubcf4\uac00 \ud3ec\ud568\ub41c \ub2e4\uc74c\uacfc \uac19\uc740 pandas DataFrame\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">player<\/span> ': ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H'],\n                   ' <span style=\"color: #ff0000;\">game1<\/span> ': [18, 22, 19, 14, 14, 11, 20, 28],\n                   ' <span style=\"color: #ff0000;\">game2<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4],\n                   ' <span style=\"color: #ff0000;\">game3<\/span> ': [11, 8, 10, 6, 6, 5, 9, 12],\n                   ' <span style=\"color: #ff0000;\">game4<\/span> ': [9, 8, 8, 9, 14, 15, 10, 11]})\n                   \n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  player game1 game2 game3 game4\n0 A 18 5 11 9\n1 B 22 7 8 8\n2 C 19 7 10 8\n3 D 14 9 6 9\n4 E 14 12 6 14\n5 F 11 9 5 15\n6 G 20 9 9 10\n7:28 4 12 11<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac01 \ud50c\ub808\uc774\uc5b4\uac00 \ub4dd\uc810\ud55c \uc810\uc218\uc758 \ud45c\uc900 \ud3b8\ucc28\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate standard deviation for each row\n<\/span>df. <span style=\"color: #3366ff;\">std<\/span> (axis= <span style=\"color: #008000;\">1<\/span> , numeric_only= <span style=\"color: #008000;\">True<\/span> )\n\n0 5.439056\n1 7.182154\n2 5.477226\n3 3.316625\n4 3.785939\n5 4.163332\n6 5.354126\n7 10.144785\ndtype:float64<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A \uc120\uc218\uac00 \ub4dd\uc810\ud55c \uc810\uc218\uc758 \ud45c\uc900\ud3b8\ucc28\ub294 <strong>5.439<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">B \uc120\uc218\uac00 \ub4dd\uc810\ud55c \uc810\uc218\uc758 \ud45c\uc900\ud3b8\ucc28\ub294 <strong>7.182<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">C \uc120\uc218\uac00 \ub4dd\uc810\ud55c \uc810\uc218\uc758 \ud45c\uc900\ud3b8\ucc28\ub294 <strong>5.477<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub4f1\ub4f1.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>std()<\/strong> \ud568\uc218\ub294 \uae30\ubcf8\uc801\uc73c\ub85c \ud45c\ubcf8 \ud45c\uc900 \ud3b8\ucc28\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub300\uc2e0 \ubaa8\uc9d1\ub2e8 \ud45c\uc900 \ud3b8\ucc28\ub97c \uacc4\uc0b0\ud558\ub824\uba74 <strong>ddof=0<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate population standard deviation for each row\n<\/span>df. <span style=\"color: #3366ff;\">std<\/span> (axis= <span style=\"color: #008000;\">1<\/span> , ddof= <span style=\"color: #008000;\">0<\/span> , numeric_only= <span style=\"color: #008000;\">True<\/span> )\n\n0 4.747351\n1 5.881366\n2 4.807037\n3 3.384910\n4 3.983518\n5 3.915150\n6 4.892772\n7 8.091179\ndtype:float64\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\uad00\ub828 \ud56d\ubaa9:<\/strong> <a href=\"https:\/\/statorials.org\/ko\" target=\"_blank\" rel=\"noopener\">\uc778\uad6c \ub300 \uc0d8\ud50c \ud45c\uc900 \ud3b8\ucc28: \uac01\uac01\uc744 \uc0ac\uc6a9\ud558\ub294 \uacbd\uc6b0<\/a><\/span><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\uc0c8 \uc5f4\uc5d0 \ud45c\uc900 \ud3b8\ucc28 \uac12\uc744 \ud560\ub2f9\ud558\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#add new column to display standard deviation for each row\n<\/span>df[' <span style=\"color: #ff0000;\">std_points<\/span> '] = df. <span style=\"color: #3366ff;\">std<\/span> (axis= <span style=\"color: #008000;\">1<\/span> , numeric_only= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  player game1 game2 game3 game4 points_std\n0 A 18 5 11 9 5.439056\n1 B 22 7 8 8 7.182154\n2 C 19 7 10 8 5.477226\n3 D 14 9 6 9 3.316625\n4 E 14 12 6 14 3.785939\n5 F 11 9 5 15 4.163332\n6 G 20 9 9 10 5.354126\n7:28 AM 4 12 11 10.144785<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>game1<\/strong> , <strong>game2<\/strong> , <strong>game3<\/strong> \ubc0f <strong>game4<\/strong> \uc5f4\uc758 \uac01 \ud589 \uac12\uc758 \ud45c\uc900 \ud3b8\ucc28\uac00 \uc774\uc81c <strong>points_std<\/strong> \uc5f4\uc5d0 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Pandas\uc5d0\uc11c \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165-\u1103\u1166\u110b\u1175\u1110\u1165-\u1111\u1173\u1105\u1166\u110b\u1175\u11b7\u110b\u1173\u11ab-\u110e\u1165\u11ba-\u1107\u1165\u11ab\u110d\u1162-\u1112\u1162\u11bc\u110b\u1173\u11af-\u1100\u1161\u110c\u1167\u110b\u1169\u11b8\u1102\u1175\u1103\u1161\/\" target=\"_blank\" rel=\"noopener\">Pandas DataFrame\uc758 \uccab \ubc88\uc9f8 \ud589\uc744 \uc5bb\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165\u1102\u1173\u11ab-\u110e\u1165\u11ba-\u1107\u1165\u11ab\u110d\u1162-\u1112\u1162\u11bc\u110b\u1173\u11af-\u1103\u1173\u1105\u1169\u11b8\/\" target=\"_blank\" rel=\"noopener\">Pandas DataFrame\uc5d0\uc11c \uccab \ubc88\uc9f8 \ud589\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165-\u1109\u1161\u11b8\u110b\u1175\u11b8-\u1112\u1162\u11bc\/\" target=\"_blank\" rel=\"noopener\">Pandas DataFrame\uc5d0 \ud589\uc744 \uc0bd\uc785\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec Pandas DataFrame\uc758 \uac01 \ud589\uc5d0 \ub300\ud55c \uac12\uc758 \ud45c\uc900 \ud3b8\ucc28\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. df. std (axis= 1 , numeric_only= True ) axis=1 \uc778\uc218\ub294 \ud32c\ub354\uc5d0\uac8c \uac01 \uc5f4 \ub300\uc2e0 \uac01 \ud589\uc5d0 \ub300\ud574 \uacc4\uc0b0\uc744 \uc218\ud589\ud558\ub3c4\ub85d \uc9c0\uc2dc\ud558\uace0, numeric_only=True \ub294 \uacc4\uc0b0\uc744 \uc218\ud589\ud560 \ub54c \uc22b\uc790 \uc5f4\ub9cc \uace0\ub824\ud558\ub3c4\ub85d \ud32c\ub354\uc5d0\uac8c \uc9c0\uc2dc\ud569\ub2c8\ub2e4. \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc608: Pandas\uc758 [&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-4072","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: \uac01 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