{"id":3573,"date":"2023-07-16T18:22:24","date_gmt":"2023-07-16T18:22:24","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%a5%e1%84%87%e1%85%b3%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba\/"},"modified":"2023-07-16T18:22:24","modified_gmt":"2023-07-16T18:22:24","slug":"%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%a5%e1%84%87%e1%85%b3%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5%e1%84%8b%e1%85%b4-%e1%84%89%e1%85%a5%e1%84%87%e1%85%b3%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba\/","title":{"rendered":"Pandas: \uc11c\ube0c\ud50c\ub86f\uc5d0 \uc5ec\ub7ec dataframe\uc744 \uadf8\ub9ac\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 \uc11c\ube0c\ud50c\ub86f\uc5d0 \uc5ec\ub7ec Pandas DataFrame\uc744 \uadf8\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define subplot layout\n<\/span>fig, axes = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">2<\/span> , ncols= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#add DataFrames to subplots\n<\/span>df1. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[0,0])\ndf2. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[0,1])\ndf3. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[1,0])\ndf4. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[1,1])\n<\/strong><\/pre>\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: \uc11c\ube0c\ud50c\ub86f\uc5d0 \uc5ec\ub7ec Pandas DataFrame \uadf8\ub9ac\uae30<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">4\uac1c\uc758 \ub2e4\ub978 \uc18c\ub9e4\uc810\uc5d0\uc11c\uc758 \ud310\ub9e4 \ubc0f \ubc18\ud488\uc5d0 \ub300\ud55c \uc815\ubcf4\uac00 \ud3ec\ud568\ub41c 4\uac1c\uc758 Panda DataFrame\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#create four DataFrames\n<\/span>df1 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">sales<\/span> ': [2, 5, 5, 7, 9, 13, 15, 17, 22, 24],\n                    ' <span style=\"color: #ff0000;\">returns<\/span> ': [1, 2, 3, 4, 5, 6, 7, 8, 7, 5]})\n\ndf2 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">sales<\/span> ': [2, 5, 11, 18, 15, 15, 14, 9, 6, 7],\n                    ' <span style=\"color: #ff0000;\">returns<\/span> ': [1, 2, 0, 2, 2, 4, 5, 4, 2, 1]})\n\ndf3 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">sales<\/span> ': [6, 8, 8, 7, 8, 9, 10, 7, 8, 12],\n                    ' <span style=\"color: #ff0000;\">returns<\/span> ': [1,0, 1, 1, 1, 2, 3, 2, 1, 3]})\n\ndf4 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">sales<\/span> ': [10, 7, 7, 6, 7, 6, 4, 3, 3, 2],\n                    ' <span style=\"color: #ff0000;\">returns<\/span> ': [4, 4, 3, 3, 2, 3, 2, 1, 1, 0]})<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec 2\uac1c \ud589\uacfc 2\uac1c \uc5f4\uc758 \ub808\uc774\uc544\uc6c3\uc774 \uc788\ub294 \ud558\uc704 \uadf8\ub9bc\uc5d0 \uc774\ub7ec\ud55c \uac01 DataFrame\uc744 \uadf8\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define subplot layout\n<\/span>fig, axes = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">2<\/span> , ncols= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#add DataFrames to subplots\n<\/span>df1. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[0,0])\ndf2. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[0,1])\ndf3. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[1,0])\ndf4. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[1,1])<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29532\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sous1.jpg\" alt=\"\ud32c\ub354 \uc11c\ube0c\ud50c\ub86f\" width=\"669\" height=\"449\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">4\uac1c\uc758 DataFrame\uc774 \uac01\uac01 \uc11c\ube0c\ud50c\ub86f\uc5d0 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uac01 DataFrame\uc774 \ubc30\uce58\ub418\uc5b4\uc57c \ud558\ub294 \uc704\uce58\ub97c \uc9c0\uc815\ud558\uae30 \uc704\ud574 <strong>\ucd95<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, <strong>df1<\/strong> \uc774\ub77c\ub294 DataFrame\uc740 \ud589 \uc778\ub371\uc2a4 \uac12\uc774 <strong>0<\/strong> \uc774\uace0 \uc5f4 \uc778\ub371\uc2a4 \uac12\uc774 <strong>0<\/strong> \uc778 \uc704\uce58(\uc608: \uc67c\ucabd \uc0c1\ub2e8\uc758 \uc11c\ube0c\ud50c\ub86f)\uc5d0 \ubc30\uce58\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub610\ud55c <strong>nrows<\/strong> \ubc0f <strong>ncols<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud558\uc704 \ud50c\ub86f\uc758 \ub808\uc774\uc544\uc6c3\uc744 \ubcc0\uacbd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c \ucf54\ub4dc\ub294 \ud558\uc704 \uadf8\ub9bc\uc744 \ud589 4\uac1c\uc640 \uc5f4 1\uac1c\ub85c \uad6c\uc131\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define subplot layout\n<\/span>fig, axes = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">4<\/span> , ncols= <span style=\"color: #008000;\">1<\/span> )\n\n<span style=\"color: #008080;\">#add DataFrames to subplots\n<\/span>df1. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[0])\ndf2. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[1])\ndf3. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[2])\ndf4. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[3])<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29533 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sous2.jpg\" alt=\"\" width=\"555\" height=\"480\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774\uc81c \ud558\uc704 \ud50c\ub86f\uc740 4\uac1c\uc758 \ud589\uacfc 1\uac1c\uc758 \uc5f4\uc774 \uc788\ub294 \ub808\uc774\uc544\uc6c3\uc73c\ub85c \ubc30\uc5f4\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc11c\ube0c\ud50c\ub86f\uc758 y\ucd95\uacfc x\ucd95\uc5d0\uc11c \ub3d9\uc77c\ud55c \ucd95\ucc99\uc744 \uac00\uc9c0\ub824\uba74 <strong>sharey<\/strong> \ubc0f <strong>sharex<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>sharey<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub4e0 \ud558\uc704 \ub3c4\ud45c\uac00 Y\ucd95\uc5d0\uc11c \ub3d9\uc77c\ud55c \ucd95\ucc99\uc744 \uac16\ub3c4\ub85d \ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define subplot layout, force subplots to have same y-axis scale\n<\/span>fig, axes = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">4<\/span> , ncols= <span style=\"color: #008000;\">1<\/span> , sharey= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#add DataFrames to subplots\n<\/span>df1. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[0])\ndf2. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[1])\ndf3. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[2])\ndf4. <span style=\"color: #3366ff;\">plot<\/span> (ax=axes[3])<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29534 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sous3.jpg\" alt=\"\" width=\"558\" height=\"470\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774\uc81c \uac01 \ud558\uc704 \ud50c\ub86f\uc758 Y\ucd95 \ubc94\uc704\ub294 0\uc5d0\uc11c 20\uae4c\uc9c0\uc785\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-\u1111\u1161\u110b\u1175-\u110e\u1161\u1110\u1173\/\" target=\"_blank\" rel=\"noopener\">Pandas DataFrame\uc5d0\uc11c \uc6d0\ud615 \ucc28\ud2b8\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165-\u1111\u1169\u110b\u1175\u11ab\u1110\u1173-\u110f\u1173\u11af\u1105\u1161\u110b\u116e\u1103\u1173\/\" target=\"_blank\" rel=\"noopener\">Pandas DataFrame\uc5d0\uc11c \ud3ec\uc778\ud2b8 \ud074\ub77c\uc6b0\ub4dc\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165-\u1112\u1175\u1109\u1173\u1110\u1169\u1100\u1173\u1105\u1162\u11b7\/\" target=\"_blank\" rel=\"noopener\">Pandas DataFrame\uc5d0\uc11c \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc11c\ube0c\ud50c\ub86f\uc5d0 \uc5ec\ub7ec Pandas DataFrame\uc744 \uadf8\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. import matplotlib. pyplot as plt #define subplot layout fig, axes = plt. subplots (nrows= 2 , ncols= 2 ) #add DataFrames to subplots df1. plot (ax=axes[0,0]) df2. plot (ax=axes[0,1]) df3. plot (ax=axes[1,0]) df4. plot (ax=axes[1,1]) \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: [&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-3573","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: \uc11c\ube0c\ud50c\ub86f\uc5d0 \uc5ec\ub7ec DataFrame\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95 - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc5ec\ub7ec \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec \uc11c\ube0c\ud50c\ub86f\uc5d0 \uc5ec\ub7ec Pandas DataFrame\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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