{"id":2914,"date":"2023-07-20T02:53:55","date_gmt":"2023-07-20T02:53:55","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5%e1%84%82%e1%85%b3%e1%86%ab-%e1%84%89%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1%e1%84%87%e1%85%a7%e1%86%af%e1%84%85%e1%85%a9-%e1%84%80%e1%85%b3%e1%84%85%e1%85%ae\/"},"modified":"2023-07-20T02:53:55","modified_gmt":"2023-07-20T02:53:55","slug":"%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5%e1%84%82%e1%85%b3%e1%86%ab-%e1%84%89%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1%e1%84%87%e1%85%a7%e1%86%af%e1%84%85%e1%85%a9-%e1%84%80%e1%85%b3%e1%84%85%e1%85%ae","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%82%e1%85%b3%e1%86%ab-%e1%84%89%e1%85%ae%e1%86%ab%e1%84%8b%e1%85%b1%e1%84%87%e1%85%a7%e1%86%af%e1%84%85%e1%85%a9-%e1%84%80%e1%85%b3%e1%84%85%e1%85%ae\/","title":{"rendered":"Pandas: groupby \uac1c\uccb4\uc758 \uc21c\uc704\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"

<\/p>\n

\n

\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec Pandas\uc758 GroupBy \uac1c\uccb4 \uac12 \uc21c\uc11c\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

 df[' rank<\/span> '] = df. groupby<\/span> ([' group_var<\/span> '])[' value_var<\/span> ']. rank<\/span> ()\n<\/strong><\/pre>\n
 \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
 \uc608: GroupBy \uac1c\uccb4\uc758 \uc21c\uc704 \uacc4\uc0b0<\/strong><\/span><\/h3>\n
 \uc11c\ub85c \ub2e4\ub978 \ud300\uc758 \ub18d\uad6c \uc120\uc218\ub4e4\uc774 \ub4dd\uc810\ud55c \uc810\uc218\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud32c\ub354 DataFrame\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n
 import<\/span> pandas as<\/span> pd\n\n#createDataFrame\n<\/span>df = pd. DataFrame<\/span> ({' team<\/span> ': ['A', 'A', 'A', 'A', 'B', 'B', 'C', 'C', 'C'],\n                   ' points<\/span> ': [10, 10, 12, 15, 19, 23, 20, 20, 26]})\n\n#view DataFrame\n<\/span>print<\/span> (df)\n\n  team points\n0 to 10\n1 to 10\n2 to 12\n3 to 15\n4 B 19\n5 B 23\n6 C 20\n7 C 20\n8 C 26<\/strong><\/span><\/pre>\n
 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac01 \ud300\uc758 \ud3ec\uc778\ud2b8 \uac12 \uc21c\uc704\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 #add ranking column to data frame\ndf[' points_rank<\/span> '] = df. groupby<\/span> ([' team<\/span> '])[' points<\/span> ']. rank<\/span> ()\n\n#view updated DataFrame\n<\/span>print<\/span> (df)\n\n  team points points_rank\n0 to 10 1.5\n1 to 10 1.5\n2 to 12 3.0\n3 to 15 4.0\n4 B 19 1.0\n5 B 23 2.0\n6 C 20 1.5\n7 C 20 1.5\n8 C 26 3.0<\/span><\/span><\/strong><\/pre>\n
 \uae30\ubcf8\uc801\uc73c\ub85c Rank()<\/strong> \ud568\uc218\ub294 \uc21c\uc704 \uac12\uc744 \uc624\ub984\ucc28\uc21c\uc73c\ub85c \ud560\ub2f9\ud558\uace0 \ub3d9\uc810\uc778 \uacbd\uc6b0 \ud3c9\uade0 \uc21c\uc704\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n
 \uadf8\ub7ec\ub098 \uc0c1\ud5a5\uc2dd<\/strong> \ubc29\ubc95<\/strong> \uacfc \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac12\uc744 \ub2e4\ub978 \ubc29\uc2dd\uc73c\ub85c \uc815\ub82c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 #add ranking column to data frame\ndf[' points_rank<\/span> '] = df. groupby<\/span> ([' team<\/span> '])[' points<\/span> ']. rank<\/span> (' dense<\/span> ', ascending= False<\/span> )\n\n#view updated DataFrame\n<\/span>print<\/span> (df)\n\n  team points points_rank\n0 to 10 3.0\n1 to 10 3.0\n2 to 12 2.0\n3 to 15 1.0\n4 B 19 2.0\n5 B 23 1.0\n6 C 20 2.0\n7 C 20 2.0\n8 C 26 1.0\n<\/span><\/span><\/strong><\/pre>\n
 \uc774 \ubc29\ubc95\uc740 \uac01 \uadf8\ub8f9\uc758 \uac00\uc7a5 \ud070 \uac12\uc5d0 1\uc758 \uac12\uc744 \ud560\ub2f9\ud569\ub2c8\ub2e4.<\/span><\/p>\n
 \uc5ec\uae30\uc5d0\uc11c<\/a> Rank()<\/strong> \ud568\uc218\uc640 \ud568\uaed8 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc21c\uc704 \uc9c0\uc815 \ubc29\ubc95\uc758 \uc804\uccb4 \ubaa9\ub85d\uc744 \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 \ucc38\uace0<\/strong> : \uc5ec\uae30<\/a> \uc5d0\uc11c pandas\uc758 GroupBy \uc791\uc5c5\uc5d0 \ub300\ud55c \uc804\uccb4 \ubb38\uc11c\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 \ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n
 \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
 Pandas: \uadf8\ub8f9\ub2f9 \ub204\uc801 \ud569\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a>
 Pandas: \uadf8\ub8f9\ubcc4\ub85c \uace0\uc720\ud55c \uac12\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a>
 Pandas: \uadf8\ub8f9\ubcc4 \uc0c1\uad00\uad00\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec Pandas\uc758 GroupBy \uac1c\uccb4 \uac12 \uc21c\uc11c\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. df[‘ rank ‘] = df. groupby ([‘ group_var ‘])[‘ value_var ‘]. rank () \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: GroupBy \uac1c\uccb4\uc758 \uc21c\uc704 \uacc4\uc0b0 \uc11c\ub85c \ub2e4\ub978 \ud300\uc758 \ub18d\uad6c \uc120\uc218\ub4e4\uc774 \ub4dd\uc810\ud55c \uc810\uc218\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud32c\ub354 DataFrame\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4. import pandas as pd […]<\/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-2914","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"\nPandas: GroupBy \uac1c\uccb4\uc5d0\uc11c \uc21c\uc704\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Pandas\uc758 GroupBy \uac1c\uccb4\uc5d0\uc11c \uc21c\uc704\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc640 \ud568\uaed8 \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\" 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