{"id":4368,"date":"2023-07-11T15:48:55","date_gmt":"2023-07-11T15:48:55","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%80%e1%85%ad%e1%84%8e%e1%85%a6%e1%84%83%e1%85%ac%e1%86%ab-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%89%e1%85%a2%e1%86%b7%e1%84%91%e1%85%b3%e1%86%af\/"},"modified":"2023-07-11T15:48:55","modified_gmt":"2023-07-11T15:48:55","slug":"%e1%84%80%e1%85%ad%e1%84%8e%e1%85%a6%e1%84%83%e1%85%ac%e1%86%ab-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%89%e1%85%a2%e1%86%b7%e1%84%91%e1%85%b3%e1%86%af","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%80%e1%85%ad%e1%84%8e%e1%85%a6%e1%84%83%e1%85%ac%e1%86%ab-%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%89%e1%85%a2%e1%86%b7%e1%84%91%e1%85%b3%e1%86%af\/","title":{"rendered":"Pandas: \uad50\uccb4\ub97c \ud1b5\ud574 \ud589\uc744 \uc0d8\ud50c\ub9c1\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">pandas <strong>\uc0d8\ud50c()<\/strong> \ud568\uc218\uc5d0\uc11c <strong>replacement=True<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub300\uccb4\ub97c \ud1b5\ud574 DataFrame\uc5d0\uc11c \ud589\uc744 \ubb34\uc791\uc704\ub85c \uc0d8\ud50c\ub9c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#randomly select <em>n<\/em> rows with repeats allowed<\/span>\ndf. <span style=\"color: #3366ff;\">sample<\/span> (n= <span style=\"color: #008000;\">5<\/span> , replace= <span style=\"color: #008000;\">True<\/span> ) \n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>replacement=True\ub97c<\/strong> \uc0ac\uc6a9\ud558\uba74 \ub3d9\uc77c\ud55c \ud589\uc774 \uc0d8\ud50c\uc5d0 \uc5ec\ub7ec \ubc88 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\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: Pandas\uc5d0\uc11c \ub300\uccb4 \uc904\uc758 \uc608<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc591\ud55c \ub18d\uad6c \uc120\uc218\uc5d0 \ub300\ud55c \uc815\ubcf4\uac00 \ud3ec\ud568\ub41c \ub2e4\uc74c\uacfc \uac19\uc740 pandas DataFrame\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud569\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', 'B', 'C', 'D', 'E', 'F', 'G', 'H'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 19, 14, 14, 11, 20, 28],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 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><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists rebounds\n0 A 18 5 11\n1 B 22 7 8\n2 C 19 7 10\n3 D 14 9 6\n4 E 14 12 6\n5 F 11 9 5\n6 G 20 9 9\n7:28 4 12<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\uc0d8\ud50c()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud589 \uc0d8\ud50c\uc744 \ubb34\uc791\uc704\ub85c \uc120\ud0dd\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#randomly select 6 rows from DataFrame (without replacement)\n<\/span>df. <span style=\"color: #3366ff;\">sample<\/span> (n= <span style=\"color: #008000;\">6<\/span> , random_state= <span style=\"color: #008000;\">0<\/span> )\n\n        team points assists rebounds\n6 G 20 9 9\n2 C 19 7 10\n1 B 22 7 8\n7:28 4 12\n3 D 14 9 6\n0 A 18 5 11\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">DataFrame\uc5d0\uc11c\ub294 6\uac1c\uc758 \ud589\uc774 \uc120\ud0dd\ub418\uc5c8\uc73c\uba70 \uc0d8\ud50c\uc5d0\uc11c\ub294 \uc5b4\ub5a4 \ud589\ub3c4 \uc5ec\ub7ec \ubc88 \ud45c\uc2dc\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : <strong>random_state=0<\/strong> \uc778\uc218\ub294 \uc774 \uc608\uc81c\uac00 \uc7ac\ud604 \uac00\ub2a5\ud568\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\uc81c \uad50\uccb4\ud560 \ud589\uc758 \ubb34\uc791\uc704 \uc0d8\ud50c\uc744 \uc120\ud0dd\ud558\uae30 \uc704\ud574 <strong>\uad50\uccb4=True<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#randomly select 6 rows from DataFrame (with replacement)\n<\/span>df. <span style=\"color: #3366ff;\">sample<\/span> (n= <span style=\"color: #008000;\">6<\/span> , replace= <span style=\"color: #008000;\">True<\/span> , random_state= <span style=\"color: #008000;\">0<\/span> )\n\n        team points assists rebounds\n4 E 14 12 6\n7:28 4 12\n5 F 11 9 5\n0 A 18 5 11\n3 D 14 9 6\n3 D 14 9 6\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ud300 &#8220;D&#8221;\uac00 \ud3ec\ud568\ub41c \uc904\uc774 \uc5ec\ub7ec \ubc88 \ub098\ud0c0\ub0a9\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>replacement=True<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uba74 \ub3d9\uc77c\ud55c \ud589\uc774 \uc0d8\ud50c\uc5d0 \uc5ec\ub7ec \ubc88 \ub098\ud0c0\ub0a0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub610\ud55c <strong>frac<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0d8\ud50c\uc5d0 \ud3ec\ud568\ud560 DataFrame\uc758 \ubb34\uc791\uc704 \ubd80\ubd84\uc744 \uc120\ud0dd\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4 \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \ub300\uccb4 \uc0d8\ud50c\uc5d0 \ud3ec\ud568\ud560 \ud589\uc758 75%\ub97c \uc120\ud0dd\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;\">#randomly select 75% of rows (with replacement)\n<\/span>df. <span style=\"color: #3366ff;\">sample<\/span> (frac= <span style=\"color: #008000;\">0.75<\/span> , replace= <span style=\"color: #008000;\">True<\/span> , random_state= <span style=\"color: #008000;\">0<\/span> ) \n\n        team points assists rebounds\n4 E 14 12 6\n7:28 4 12\n5 F 11 9 5\n0 A 18 5 11\n3 D 14 9 6\n3 D 14 9 6\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub77c\uc778 \uc218\uc758 75%(8\uac1c \uc911 6\uac1c)\uac00 \uc0d8\ud50c\uc5d0 \ud3ec\ud568\ub418\uc5c8\uc73c\uba70 \ub77c\uc778 \uc911 \uc801\uc5b4\ub3c4 \ud558\ub098(\ud300 &#8220;D&#8221; \ud3ec\ud568)\uac00 \uc0d8\ud50c\uc5d0 \ub450 \ubc88 \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.DataFrame.sample.html\" target=\"_blank\" rel=\"noopener\">\uc5ec\uae30\uc5d0\uc11c<\/a> pandas <strong>\uc0d8\ud50c()<\/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 \uc0d8\ud50c\ub9c1 \ubc29\ubc95\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-\u1100\u1168\u110e\u1173\u11bc\u1112\u116a-\u1109\u1162\u11b7\u1111\u1173\u11af\u1105\u1175\u11bc\/\" target=\"_blank\" rel=\"noopener\">Pandas\uc5d0\uc11c \uacc4\uce35\ud654\ub41c \uc0d8\ud50c\ub9c1\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165\u110b\u1174-\u110f\u1173\u11af\u1105\u1165\u1109\u1173\u1110\u1165-\u1109\u1162\u11b7\u1111\u1173\u11af\u1105\u1175\u11bc\/\" target=\"_blank\" rel=\"noopener\">Pandas\uc5d0\uc11c \ud074\ub7ec\uc2a4\ud130 \uc0d8\ud50c\ub9c1\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>pandas \uc0d8\ud50c() \ud568\uc218\uc5d0\uc11c replacement=True \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub300\uccb4\ub97c \ud1b5\ud574 DataFrame\uc5d0\uc11c \ud589\uc744 \ubb34\uc791\uc704\ub85c \uc0d8\ud50c\ub9c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. #randomly select n rows with repeats allowed df. sample (n= 5 , replace= True ) replacement=True\ub97c \uc0ac\uc6a9\ud558\uba74 \ub3d9\uc77c\ud55c \ud589\uc774 \uc0d8\ud50c\uc5d0 \uc5ec\ub7ec \ubc88 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \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: Pandas\uc5d0\uc11c \ub300\uccb4 \uc904\uc758 \uc608 \ub2e4\uc591\ud55c \ub18d\uad6c \uc120\uc218\uc5d0 [&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-4368","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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