{"id":908,"date":"2023-07-28T08:30:34","date_gmt":"2023-07-28T08:30:34","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%a7%e1%86%af%e1%84%8b%e1%85%b3%e1%86%af-%e1%84%80%e1%85%b5%e1%84%87%e1%85%a1%e1%86%ab%e1%84%8b%e1%85%b3%e1%84%85%e1%85%a9-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%86\/"},"modified":"2023-07-28T08:30:34","modified_gmt":"2023-07-28T08:30:34","slug":"%e1%84%8b%e1%85%a7%e1%86%af%e1%84%8b%e1%85%b3%e1%86%af-%e1%84%80%e1%85%b5%e1%84%87%e1%85%a1%e1%86%ab%e1%84%8b%e1%85%b3%e1%84%85%e1%85%a9-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%86","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%a7%e1%86%af%e1%84%8b%e1%85%b3%e1%86%af-%e1%84%80%e1%85%b5%e1%84%87%e1%85%a1%e1%86%ab%e1%84%8b%e1%85%b3%e1%84%85%e1%85%a9-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%86\/","title":{"rendered":"Pandas\uc758 \uc870\uac74\uc744 \uae30\ubc18\uc73c\ub85c \uc0c8 \uc5f4\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ud2b9\uc815 \uc870\uac74\uc5d0 \ub530\ub77c Pandas DataFrame\uc5d0 \uc0c8 \uc5f4\uc744 \uc0dd\uc131\ud558\ub824\ub294 \uacbd\uc6b0\uac00 \uc885\uc885 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ub2e4\uc74c DataFrame\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \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: #107d3f;\">import<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({'rating': [90, 85, 82, 88, 94, 90, 76, 75, 87, 86],\n                   'points': [25, 20, 14, 16, 27, 20, 12, 15, 14, 19],\n                   'assists': [5, 7, 7, 8, 5, 7, 6, 9, 9, 5],\n                   'rebounds': [11, 8, 10, 6, 6, 9, 6, 10, 10, 7]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<span style=\"color: #000000;\">df\n<\/span>\n<\/span>rating points assists rebounds\n0 90 25 5 11\n1 85 20 7 8\n2 82 14 7 10\n3 88 16 8 6\n4 94 27 5 6\n5 90 20 7 9\n6 76 12 6 6\n7 75 15 9 10\n8 87 14 9 10\n9 86 19 5 7\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608 1: \uc774\uc9c4 \uac12\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0c8 \uc5f4 \ub9cc\ub4e4\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uc8fc\uc5b4\uc9c4 \ud589\uc758 \ud3ec\uc778\ud2b8\uac00 20\ubcf4\ub2e4 \ud06c\uba74 \uac12\uc774 &#8220;yes&#8221;\uc774\uace0 \uadf8\ub807\uc9c0 \uc54a\uc73c\uba74 &#8220;no&#8221;\uc778 &#8220;Good&#8221;\uc774\ub77c\ub294 \uc0c8 \uc5f4\uc744 \ub9cc\ub4dc\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;\">#create new column titled 'Good'<\/span>\ndf['Good'] = np. <span style=\"color: #3366ff;\">where<\/span> (df['points']&gt;20, ' <span style=\"color: #008000;\">yes<\/span> ', ' <span style=\"color: #008000;\">no<\/span> ')\n\n<span style=\"color: #008080;\">#view DataFrame<\/span> \ndf\n\n        rating points assists rebounds Good\n0 90 25 5 11 yes\n1 85 20 7 8 no\n2 82 14 7 10 no\n3 88 16 8 6 no\n4 94 27 5 6 yes\n5 90 20 7 9 no\n6 76 12 6 6 no\n7 75 15 9 10 no\n8 87 14 9 10 no\n9 86 19 5 7 no\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608 2: \uc5ec\ub7ec \uac12\uc774 \ud3ec\ud568\ub41c \uc0c8 \uc5f4 \ub9cc\ub4e4\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uac12\uc774 \ub2e4\uc74c\uacfc \uac19\uc740 &#8220;Good&#8221;\uc774\ub77c\ub294 \uc0c8 \uc5f4\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\ud3ec\uc778\ud2b8\uac00 25\uc810 \uc774\uc0c1\uc778 \uacbd\uc6b0 &#8220;\uc608&#8221;\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">15 \u2264 \ud3ec\uc778\ud2b8 &lt; 25\uc778 \uacbd\uc6b0 &#8220;\uc544\ub9c8\ub3c4&#8221;<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc810\uc218\uac00 15\uc810 \ubbf8\ub9cc\uc778 \uacbd\uc6b0 &#8220;\uc544\ub2c8\uc694&#8221;<\/span><\/li>\n<\/ul>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define function for classifying players based on points<\/span>\n<span style=\"color: #008000;\">def<\/span> f(row):\n    <span style=\"color: #008000;\">if<\/span> row['points'] &lt; 15:\n        val = 'no'\n    <span style=\"color: #008000;\">elif<\/span> row['points'] &lt; 25:\n        val = 'maybe'\n    <span style=\"color: #008000;\">else<\/span> :\n        val = 'yes'\n    <span style=\"color: #008000;\">return<\/span> val\n\n<span style=\"color: #008080;\">#create new column 'Good' using the function above<\/span>\ndf['Good'] = df. <span style=\"color: #3366ff;\">apply<\/span> (f, axis=1)\n\n<span style=\"color: #008080;\">#view DataFrame<\/span> \ndf\n\n        rating points assists rebounds Good\n0 90 25 5 11 yes\n1 85 20 7 8 maybe\n2 82 14 7 10 no\n3 88 16 8 6 maybe\n4 94 27 5 6 yes\n5 90 20 7 9 maybe\n6 76 12 6 6 no\n7 75 15 9 10 maybe\n8 87 14 9 10 no\n9 86 19 5 7 maybe\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608\uc2dc 3: \uae30\uc874 \uc5f4\uacfc\uc758 \ube44\uad50\ub97c \uae30\ubc18\uc73c\ub85c \uc0c8 \uc5f4 \ub9cc\ub4e4\uae30<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uac12\uc774 \ub2e4\uc74c\uacfc \uac19\uc740 &#8220;assist_more&#8221;\ub77c\ub294 \uc0c8 \uc5f4\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uc5b4\uc2dc\uc2a4\ud2b8 &gt; \ub9ac\ubc14\uc6b4\ub4dc\uc778 \uacbd\uc6b0 &#8220;\uc608&#8221;\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uadf8\ub807\uc9c0 \uc54a\uc73c\uba74 &#8216;\uc544\ub2c8\uc694&#8217;.<\/span><\/li>\n<\/ul>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create new column titled 'assist_more'<\/span>\n<span style=\"color: #000000;\">df['assist_more']<\/span> = np. <span style=\"color: #3366ff;\">where<\/span> (df['assists']&gt;df['rebounds'], ' <span style=\"color: #008000;\">yes<\/span> ', ' <span style=\"color: #008000;\">no<\/span> ')\n\n<span style=\"color: #008080;\">#view DataFrame<\/span> \ndf\n\n        rating points assists rebounds assist_more\n0 90 25 5 11 no\n1 85 20 7 8 no\n2 82 14 7 10 no\n3 88 16 8 6 yes\n4 94 27 5 6 no\n5 90 20 7 9 no\n6 76 12 6 6 no\n7 75 15 9 10 no\n8 87 14 9 10 no\n9 86 19 5 7 no<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><em><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1110\u1169\u11bc\u1100\u1168\u1112\u1161\u11a8\u110b\u1173\u11ab-\u1100\u1161\u11ab\u1103\u1161\u11ab\u1112\u1161\u1100\u1169-\u110c\u1175\u11a8\u110c\u1165\u11b8\u110c\u1165\u11a8\u110b\u1175\u11ab-\u1107\u1161\u11bc\u1107\u1165\u11b8\u110b\u1173\u1105\u1169-\u1100\u1162\u1102\u1167\u11b7\u110b\u1173\u11af-\u1109\u1165\u11af\u1106\u1167\u11bc\u1112\u1161\u1106\u1173\u1105\u1169-\u1110\u1169\u11bc\u1100\u1168\u1105\u1173\u11af-\u1103\u1165-\u1109\u1171\u11b8\u1100\u1166-\u1107\u1162\u110b\u116e\u11af-\u1109\u116e-\u110b\u1175\u11bb\u1109\u1173\u11b8\u1102\u1175\u1103\u1161.\/\" target=\"_blank\" rel=\"noopener\">\uc5ec\uae30\uc5d0\uc11c<\/a> \ub354 \ub9ce\uc740 Python \ud29c\ud1a0\ub9ac\uc5bc\uc744 \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud2b9\uc815 \uc870\uac74\uc5d0 \ub530\ub77c Pandas DataFrame\uc5d0 \uc0c8 \uc5f4\uc744 \uc0dd\uc131\ud558\ub824\ub294 \uacbd\uc6b0\uac00 \uc885\uc885 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ub2e4\uc74c DataFrame\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \uc608\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. import pandas as pd import numpy as np #createDataFrame df = pd. DataFrame ({&#8216;rating&#8217;: [90, 85, 82, 88, 94, 90, 76, 75, 87, 86], &#8216;points&#8217;: [25, 20, 14, 16, 27, 20, [&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-908","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 \uc870\uac74\uc744 \uae30\ubc18\uc73c\ub85c \uc0c8 \uc5f4\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/title>\n<meta name=\"description\" content=\"\ud2b9\uc815 \uc870\uac74\uc5d0 \ub530\ub77c Pandas DataFrame\uc5d0\uc11c \uc0c8 \uc5f4\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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