{"id":4248,"date":"2023-07-12T13:03:26","date_gmt":"2023-07-12T13:03:26","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%91%e1%85%b5%e1%84%87%e1%85%a5%e1%86%ba-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af-%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2\/"},"modified":"2023-07-12T13:03:26","modified_gmt":"2023-07-12T13:03:26","slug":"%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%91%e1%85%b5%e1%84%87%e1%85%a5%e1%86%ba-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af-%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2","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%91%e1%85%b5%e1%84%87%e1%85%a5%e1%86%ba-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af-%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2\/","title":{"rendered":"Pandas: \ubc31\ubd84\uc728\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud53c\ubc97 \ud14c\uc774\ube14\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud2b9\uc815 \uc5f4\uc5d0 \ub300\ud55c \ud569\uacc4\uc758 \ubc31\ubd84\uc728\uc744 \ud45c\uc2dc\ud558\ub294 Pandas\uc758 \ud53c\ubc97 \ud14c\uc774\ube14\uc5d0 \uc5f4\uc744 \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>my_table[' <span style=\"color: #ff0000;\">% points<\/span> '] = (my_table[' <span style=\"color: #ff0000;\">points<\/span> ']\/my_table[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">sum<\/span> ())* <span style=\"color: #008000;\">100\n<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774 \ud2b9\uc815 \uad6c\ubb38\uc740 <strong>\ud3ec\uc778\ud2b8<\/strong> \uc5f4\uc758 \ucd1d \uac12\uc758 \ubc31\ubd84\uc728\uc744 \ud45c\uc2dc\ud558\ub294 <strong>my_table<\/strong> \uc774\ub77c\ub294 \ud53c\ubc97 \ud14c\uc774\ube14\uc5d0 <strong>% \ud3ec\uc778\ud2b8<\/strong> \ub77c\ub294 \uc0c8 \uc5f4\uc744 \ucd94\uac00\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: \ubc31\ubd84\uc728\uc744 \uc0ac\uc6a9\ud558\uc5ec Pandas \ud53c\ubc97 \ud14c\uc774\ube14 \ub9cc\ub4e4\uae30<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc591\ud55c \ub18d\uad6c \uc120\uc218\uac00 \ub4dd\uc810\ud55c \uc810\uc218\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 pandas 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;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">position<\/span> ': ['Guard', 'Guard', 'Forward', 'Forward',\n                                'Guard', 'Guard', 'Forward', 'Forward'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [22, 30, 14, 15, 19, 30, 23, 20]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team position points\n0 A Guard 22\n1A Guard 30\n2 A Forward 14\n3 A Forward 15\n4 B Guard 19\n5 B Guard 30\n6 B Forward 23\n7 B Forward 20\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>ivot_table()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud300\uacfc \ud3ec\uc9c0\uc158\ubcc4 \ud3ec\uc778\ud2b8 \ud569\uacc4\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ud53c\ubc97 \ud14c\uc774\ube14\uc744 \ub9cc\ub4e4 \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;\">#create pivot table to calculate sum of points by team and position\n<\/span>my_table = pd. <span style=\"color: #3366ff;\">pivot_table<\/span> (df, index=[' <span style=\"color: #ff0000;\">team<\/span> ', ' <span style=\"color: #ff0000;\">position<\/span> '], aggfunc=' <span style=\"color: #ff0000;\">sum<\/span> ')\n\n<span style=\"color: #008080;\">#view pivot table\n<\/span><span style=\"color: #008000;\">print<\/span> (my_table)\n\n               points\nteam position        \nA Forward 29\n     Guard 52\nB Forward 43\n     Guard 49\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc5d0\uc11c \uc6b0\ub9ac\ub294 \ub2e4\uc74c\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A\ud300 \uacf5\uaca9\uc218\ub4e4\uc740 \ucd1d <b>29<\/b> \ub4dd\uc810\uc744 \uae30\ub85d\ud588\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">A\ud300 \uac00\ub4dc\ub4e4\uc740 \ucd1d <b>52<\/b> \ub4dd\uc810\uc744 \uae30\ub85d\ud588\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">B\ud300 \uacf5\uaca9\uc218\ub4e4\uc740 \ucd1d <b>43<\/b> \ub4dd\uc810\uc744 \uae30\ub85d\ud588\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">B\ud300 \uac00\ub4dc\ub4e4\uc740 \ucd1d <b>49<\/b> \ub4dd\uc810\uc744 \uae30\ub85d\ud588\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\uadf8\ub7f0 \ub2e4\uc74c \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac01 \ud589\uc758 \ucd1d\uc810 \ube44\uc728\uc744 \ud45c\uc2dc\ud558\ub294 <strong>% \ud3ec\uc778\ud2b8<\/strong> \ub77c\ub294 \uc0c8 \uc5f4\uc744 \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add column that displays points as a percentage of total points<\/span>\nmy_table[' <span style=\"color: #ff0000;\">% points<\/span> '] = (my_table[' <span style=\"color: #ff0000;\">points<\/span> ']\/my_table[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">sum<\/span> ())* <span style=\"color: #008000;\">100\n\n<span style=\"color: #000000;\"><span style=\"color: #008080;\">#view updated pivot table\n<\/span><span style=\"color: #008000;\">print<\/span> (my_table)\n\n               points % points\nteam position                   \nA Forward 29 16.763006\n     Guard 52 30.057803\nB Forward 43 24.855491\n     Guard 49 28.323699<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774\uc81c \uc0c8\ub85c\uc6b4 <strong>% \ud3ec\uc778\ud2b8<\/strong> \uc5f4\uc5d0\ub294 \ud3ec\uc778\ud2b8 \uac12\uc774 \ucd1d \ud3ec\uc778\ud2b8\uc758 \ubc31\ubd84\uc728\ub85c \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub610\ud55c <strong>round()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubc31\ubd84\uc728 \uac12\uc744 \ud2b9\uc815 \uc18c\uc218 \uc790\ub9bf\uc218\ub85c \ubc18\uc62c\ub9bc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add column that displays points as a percentage of total points (rounded)<\/span>\nmy_table[' <span style=\"color: #ff0000;\">% points<\/span> '] = <span style=\"color: #008000;\">round<\/span> ((my_table[' <span style=\"color: #ff0000;\">points<\/span> ']\/my_table[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">sum<\/span> ())* <span style=\"color: #008000;\">100 <span style=\"color: #000000;\">, <span style=\"color: #008000;\">2<\/span> )<\/span>\n\n<span style=\"color: #000000;\"><span style=\"color: #008080;\">#view updated pivot table\n<\/span><span style=\"color: #008000;\">print<\/span> (my_table)\n\n               points % points\nteam position                  \nA Forward 29 16.76\n     Guard 52 30.06\nB Forward 43 24.86\n     Guard 49 28.32\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774\uc81c \ubc31\ubd84\uc728 \uac12\uc774 \uc18c\uc218\uc810 \uc774\ud558 \ub450 \uc790\ub9ac\ub85c \ubc18\uc62c\ub9bc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.pivot_table.html\" target=\"_blank\" rel=\"noopener\">\uc5ec\uae30\uc5d0\uc11c<\/a> <strong>pandasivot_table()<\/strong> \ud568\uc218\uc5d0 \ub300\ud55c \uc804\uccb4 \ubb38\uc11c\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\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\u1175\u1107\u1165\u11ba-\u1110\u1166\u110b\u1175\u1107\u1173\u11af-\u1111\u1175\u11af\u1110\u1165\/\" target=\"_blank\" rel=\"noopener\">Pandas: \ud53c\ubc97 \ud14c\uc774\ube14\uc5d0 \ud544\ud130\ub97c \ucd94\uac00\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165-\u1111\u1175\u1107\u1165\u11ba-\u1110\u1166\u110b\u1175\u1107\u1173\u11af-\u110c\u116e\u1106\u116e\u11ab\/\" target=\"_blank\" rel=\"noopener\">Pandas: \uc5f4\uc758 \uac12\uc744 \uae30\uc900\uc73c\ub85c \ud53c\ubc97 \ud14c\uc774\ube14\uc744 \uc815\ub82c\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165-\u1111\u1175\u1107\u1165\u11ba-\u1110\u1166\u110b\u1175\u1107\u1173\u11af\u110b\u1174-\u1112\u1161\u11b8\u1100\u1168\/\" target=\"_blank\" rel=\"noopener\">Pandas: \uac12\uc758 \ud569\uacc4\uac00 \ud3ec\ud568\ub41c \ud53c\ubc97 \ud14c\uc774\ube14\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud2b9\uc815 \uc5f4\uc5d0 \ub300\ud55c \ud569\uacc4\uc758 \ubc31\ubd84\uc728\uc744 \ud45c\uc2dc\ud558\ub294 Pandas\uc758 \ud53c\ubc97 \ud14c\uc774\ube14\uc5d0 \uc5f4\uc744 \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. my_table[&#8216; % points &#8216;] = (my_table[&#8216; points &#8216;]\/my_table[&#8216; points &#8216;]. sum ())* 100 \uc774 \ud2b9\uc815 \uad6c\ubb38\uc740 \ud3ec\uc778\ud2b8 \uc5f4\uc758 \ucd1d \uac12\uc758 \ubc31\ubd84\uc728\uc744 \ud45c\uc2dc\ud558\ub294 my_table \uc774\ub77c\ub294 \ud53c\ubc97 \ud14c\uc774\ube14\uc5d0 % \ud3ec\uc778\ud2b8 \ub77c\ub294 \uc0c8 \uc5f4\uc744 \ucd94\uac00\ud569\ub2c8\ub2e4. \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 [&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-4248","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: \ubc31\ubd84\uc728\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud53c\ubc97 \ud14c\uc774\ube14\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95 - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec Pandas\uc5d0\uc11c \ubc31\ubd84\uc728\ub85c \ud53c\ubc97 \ud14c\uc774\ube14\uc744 \ub9cc\ub4dc\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 rel=\"canonical\" href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165-\u1111\u1175\u1107\u1165\u11ba-\u1110\u1166\u110b\u1175\u1107\u1173\u11af-\u1107\u1175\u110b\u1172\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas: \ubc31\ubd84\uc728\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud53c\ubc97 \ud14c\uc774\ube14\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95 - Statorials\" \/>\n<meta property=\"og:description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec Pandas\uc5d0\uc11c \ubc31\ubd84\uc728\ub85c \ud53c\ubc97 \ud14c\uc774\ube14\uc744 \ub9cc\ub4dc\ub294 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