{"id":2191,"date":"2023-07-23T07:43:36","date_gmt":"2023-07-23T07:43:36","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%80%e1%85%b3%e1%84%85%e1%85%ae%e1%86%b8%e1%84%87%e1%85%a7%e1%86%af-%e1%84%92%e1%85%a1%e1%86%b8%e1%84%80%e1%85%a8\/"},"modified":"2023-07-23T07:43:36","modified_gmt":"2023-07-23T07:43:36","slug":"%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%80%e1%85%b3%e1%84%85%e1%85%ae%e1%86%b8%e1%84%87%e1%85%a7%e1%86%af-%e1%84%92%e1%85%a1%e1%86%b8%e1%84%80%e1%85%a8","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%80%e1%85%b3%e1%84%85%e1%85%ae%e1%86%b8%e1%84%87%e1%85%a7%e1%86%af-%e1%84%92%e1%85%a1%e1%86%b8%e1%84%80%e1%85%a8\/","title":{"rendered":"Pandas\uc5d0\uc11c groupby \ud569\uacc4\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud32c\ub354\uc5d0\uc11c \uadf8\ub8f9\ubcc4 \uac12\uc758 \ud569\uacc4\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">group1<\/span> ',' <span style=\"color: #ff0000;\">group2<\/span> '])[' <span style=\"color: #ff0000;\">sum_col<\/span> ']. <span style=\"color: #3366ff;\">sum<\/span> (). <span style=\"color: #3366ff;\">reset_index<\/span> ()\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\ub294 \ub2e4\uc74c pandas DataFrame\uc5d0\uc11c \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <b><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = 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> ': ['G', 'G', 'F', 'C', 'G', 'F', 'F', 'C'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [25, 17, 14, 9, 12, 9, 6, 4],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6, 5, 9, 12]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tteam position points rebounds\n0 A G 25 11\n1 A G 17 8\n2 A F 14 10\n3 A C 9 6\n4 B G 12 6\n5 B F 9 5\n6 B F 6 9\n7 B C 4 12<\/b><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\uc608 1: \uc5f4\uc744 \uae30\uc900\uc73c\ub85c \uadf8\ub8f9\ud654, \uc5f4 \ucd94\uac00<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uc5f4\ubcc4\ub85c \uadf8\ub8f9\ud654\ud558\uace0 \uc5f4\uc758 \uac12\uc744 \ud569\uc0b0\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: #008080;\">#group by team and sum the points\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> '])[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">sum<\/span> (). <span style=\"color: #3366ff;\">reset_index<\/span> ()\n\n\tteam points\n0 to 65\n1 B 31\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 \uc120\uc218\ub4e4\uc740 \ucd1d <strong>65<\/strong> \uc810\uc744 \ud68d\ub4dd\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">B\ud300 \uc120\uc218\ub4e4\uc740 \ucd1d <strong>31<\/strong> \ub4dd\uc810\uc744 \uae30\ub85d\ud588\ub2e4.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\uc608 2: \uc5ec\ub7ec \uc5f4\ub85c \uadf8\ub8f9\ud654, \uc5ec\ub7ec \uc5f4 \ucd94\uac00<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uc5ec\ub7ec \uc5f4\uc744 \uadf8\ub8f9\ud654\ud558\uace0 \uc5ec\ub7ec \uc5f4\uc744 \ud569\uc0b0\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: #008080;\">#group by team and position, sum points and rebounds\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> ', ' <span style=\"color: #ff0000;\">position<\/span> '])[' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">rebounds<\/span> ']. <span style=\"color: #3366ff;\">sum<\/span> (). <span style=\"color: #3366ff;\">reset_index<\/span> ()\n\n        team position points rebounds\n0 A C 9 6\n1 A F 14 10\n2 A G 42 19\n3 B C 4 12\n4 B F 15 14\n5 B G 12 6\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;\">C \ud3ec\uc9c0\uc158\uc758 A\ud300 \uc120\uc218\ub4e4\uc740 \ucd1d <b>9<\/b> \ub4dd\uc810 <strong>6<\/strong> \ub9ac\ubc14\uc6b4\ub4dc\ub97c \uae30\ub85d\ud588\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">F \ud3ec\uc9c0\uc158\uc758 A\ud300 \uc120\uc218\ub4e4\uc740 \ucd1d <b>14<\/b> \ub4dd\uc810, <strong>10<\/strong> \ub9ac\ubc14\uc6b4\ub4dc\ub97c \uae30\ub85d\ud588\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">A\ud300\uc758 G\ud3ec\uc9c0\uc158 \uc120\uc218\ub4e4\uc740 \ucd1d <b>42<\/b> \ub4dd\uc810, <strong>19<\/strong> \ub9ac\ubc14\uc6b4\ub4dc\ub97c \uae30\ub85d\ud588\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub4f1\ub4f1.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Reset_index()<\/strong> \ud568\uc218\ub294 \uadf8\ub8f9\ud654 \uc5f4\uc774 \uc778\ub371\uc2a4\uc758 \uc77c\ubd80\uac00 \ub418\ub294 \uac83\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uc744 \uacbd\uc6b0\uc758 \uacb0\uacfc\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#group by team and position, sum points and rebounds\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> ', ' <span style=\"color: #ff0000;\">position<\/span> '])[' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">rebounds<\/span> ']. <span style=\"color: #3366ff;\">sum<\/span> ()\n\n                 rebound points\nteam position\t\t\nA C 9 6\nF 14 10\nG 42 19\nB C 4 12\nF 15 14\nG 12 6<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\ub97c \ud45c\uc2dc\ud558\ub294 \ubc29\ubc95\uc5d0 \ub530\ub77c <strong>Reset_index()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub3c4\ub85d \uc120\ud0dd\ud560 \uc218\ub3c4 \uc788\uace0 \uc120\ud0dd\ud558\uc9c0 \uc54a\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Pandas\uc5d0\uc11c \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uadf8\ub8f9\ud654 \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\/\u1109\u116e\u11ba\u110c\u1161\u1105\u1169-\u1103\u116c\u11ab-\u1111\u1161\u11ab\u1103\u1161-\u1100\u1173\u1105\u116e\u11b8\/\" target=\"_blank\" rel=\"noopener\">\ud32c\ub354\uc5d0\uc11c \uadf8\ub8f9 \ubaa9\uaca9 \ud69f\uc218\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165-\u1100\u1173\u1105\u116e\u11b8\u1103\u1161\u11bc-\u110e\u116c\u1103\u1162\/\" target=\"_blank\" rel=\"noopener\">Pandas\uc5d0\uc11c \uadf8\ub8f9\ub2f9 \ucd5c\ub300\uac12\uc744 \ucc3e\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1100\u1173\u1105\u116e\u11b8\u1103\u1161\u11bc-\u1111\u1162\u11ab\u1103\u1165-\u1107\u116e\u11ab\u110b\u1171\u1109\u116e\/\" target=\"_blank\" rel=\"noopener\">Pandas\uc5d0\uc11c \uadf8\ub8f9\ubcc4\ub85c \ubd84\uc704\uc218\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud32c\ub354\uc5d0\uc11c \uadf8\ub8f9\ubcc4 \uac12\uc758 \ud569\uacc4\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. df. groupby ([&#8216; group1 &#8216;,&#8217; group2 &#8216;])[&#8216; sum_col &#8216;]. sum (). reset_index () \ub2e4\uc74c \uc608\ub294 \ub2e4\uc74c pandas DataFrame\uc5d0\uc11c \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. import pandas as pd #createDataFrame df = pd. DataFrame ({&#8216; team &#8216;: [&#8216;A&#8217;, &#8216;A&#8217;, &#8216;A&#8217;, &#8216;A&#8217;, &#8216;B&#8217;, &#8216;B&#8217;, &#8216;B&#8217;, &#8216;B&#8217;], [&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-2191","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\uc5d0\uc11c GroupBy \ud569\uacc4\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uba87 \uac00\uc9c0 \uc608\ub97c \ud1b5\ud574 Pandas\uc5d0\uc11c GroupBy \ud569\uacc4\ub97c \uc218\ud589\ud558\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-\u1100\u1173\u1105\u116e\u11b8\u1107\u1167\u11af-\u1112\u1161\u11b8\u1100\u1168\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas\uc5d0\uc11c GroupBy \ud569\uacc4\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568) - 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