{"id":4040,"date":"2023-07-14T00:01:15","date_gmt":"2023-07-14T00:01:15","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%87%e1%85%b5%e1%86%ab%e1%84%83%e1%85%a9-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af-%e1%84%8b%e1%85%a7%e1%84%85%e1%85%a5\/"},"modified":"2023-07-14T00:01:15","modified_gmt":"2023-07-14T00:01:15","slug":"%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%87%e1%85%b5%e1%86%ab%e1%84%83%e1%85%a9-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af-%e1%84%8b%e1%85%a7%e1%84%85%e1%85%a5","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%87%e1%85%b5%e1%86%ab%e1%84%83%e1%85%a9-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af-%e1%84%8b%e1%85%a7%e1%84%85%e1%85%a5\/","title":{"rendered":"Pandas: \uc5ec\ub7ec \uc5f4\uc744 \uae30\ubc18\uc73c\ub85c \ube48\ub3c4\ud45c \ub9cc\ub4e4\uae30"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc5ec\ub7ec \uc5f4\uc744 \uae30\ubc18\uc73c\ub85c \ud32c\ub354\uc5d0\uc11c \ube48\ub3c4 \ud14c\uc774\ube14\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">value_counts<\/span> ([' <span style=\"color: #ff0000;\">column1<\/span> ',' <span style=\"color: #ff0000;\">column2<\/span> '])\n<\/strong><\/pre>\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 \uc5ec\ub7ec \uc5f4\uc744 \uae30\ubc18\uc73c\ub85c \ube48\ub3c4\ud45c \ub9cc\ub4e4\uae30<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ud300 \uc774\ub984, \uc704\uce58, \ub2e4\uc591\ud55c \ub18d\uad6c \uc120\uc218\uac00 \ub4dd\uc810\ud55c \uc810\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', 'A', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">position<\/span> ': ['G', 'G', 'G', 'F', 'G', 'G', 'F', 'F'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [24, 33, 20, 15, 16, 16, 29, 25]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team position points\n0 AG 24\n1 AG 33\n2 AG 20\n3 AF15\n4 BG 16\n5 BG 16\n6 BF 29\n7 BF 25<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>value_counts()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec <strong>\ud300<\/strong> \ubc0f <strong>\ud3ec\uc9c0\uc158<\/strong> \uc5f4\uc5d0\uc11c \uac01 \uac12 \uc870\ud569\uc758 \ubc1c\uc0dd\uc744 \ubcf4\uc5ec\uc8fc\ub294 \ube48\ub3c4 \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;\">#count frequency of values in team and position columns\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">value_counts<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> ',' <span style=\"color: #ff0000;\">position<\/span> '])\n\nteam position\nGA 3\nBF 2\n      G2\nAF1\ndtype: int64<\/span><\/span>\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc5d0\uc11c \ub2e4\uc74c\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A \ud300\uacfc G \ud3ec\uc9c0\uc158\uc774 <strong>3\ubc88<\/strong> \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">B\ud300\uacfc F\ud3ec\uc9c0\uc158\uc774 <strong>2\ubc88<\/strong> \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">B\ud300\uacfc G\ud3ec\uc9c0\uc158\uc774 <strong>2\ubc88<\/strong> \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">A\ud300\uacfc F\ud3ec\uc9c0\uc158\uc774 <strong>1\ud68c<\/strong> \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub300\uc2e0 <strong>Reset_index()\ub97c<\/strong> \uc0ac\uc6a9\ud558\uc5ec DataFrame\uc744 \ubc18\ud658\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#count frequency of values in team and position columns and return DataFrame\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">value_counts<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> ',' <span style=\"color: #ff0000;\">position<\/span> ']). <span style=\"color: #3366ff;\">reset_index<\/span> ()\n\n        team position 0\n0 A G 3\n1 B F 2\n2 B G 2\n3 A F 1<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>rename()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac1c\uc218\uac00 \ud3ec\ud568\ub41c \uc5f4\uc758 \uc774\ub984\uc744 \ubc14\uafc0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#get frequency of values in team and position column and rename count column\n<\/span>df. <span style=\"color: #3366ff;\">value_counts<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> ',' <span style=\"color: #ff0000;\">position<\/span> ']). <span style=\"color: #3366ff;\">reset_index<\/span> (). <span style=\"color: #3366ff;\">rename<\/span> (columns={0:' <span style=\"color: #ff0000;\">count<\/span> '})\n\n        team position count\n0 A G 3\n1 B F 2\n2 B G 2\n3 A F 1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ucd5c\uc885 \uacb0\uacfc\ub294 <strong>Team<\/strong> \ubc0f <strong>Position<\/strong> \uc5f4\uc5d0 \uc788\ub294 \uac01 \uace0\uc720\ud55c \uac12 \uc870\ud569\uc758 \ube48\ub3c4\ub97c \ud3ec\ud568\ud558\ub294 DataFrame\uc785\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-\u1100\u1173\u1105\u116e\u11b8-\u1107\u1167\u11af-\u1100\u1161\u11b9-\u1100\u1162\u1109\u116e\/\" target=\"_blank\" rel=\"noopener\">Pandas: GroupBy \ubc0f \uac12 \uac1c\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/pandas-groupby-\u110a\u1173\u1105\u1166\u1100\u1175\u1110\u1169\u11bc\/\" target=\"_blank\" rel=\"noopener\">Pandas: Bin \uac1c\uc218\uc640 \ud568\uaed8 GroupBy\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u110c\u1169\u1100\u1165\u11ab\u110b\u1175-\u110b\u1175\u11bb\u1102\u1173\u11ab-\u110b\u1167\u11af\u110b\u1174-panda-\u1100\u1162\u1109\u116e-\u1100\u1161\u11b9\/\" target=\"_blank\" rel=\"noopener\">Pandas: \uc870\uac74\uc774 \uc788\ub294 \uc5f4\uc758 \uac12\uc744 \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 \uc5ec\ub7ec \uc5f4\uc744 \uae30\ubc18\uc73c\ub85c \ud32c\ub354\uc5d0\uc11c \ube48\ub3c4 \ud14c\uc774\ube14\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. df. value_counts ([&#8216; column1 &#8216;,&#8217; column2 &#8216;]) \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 \uc5ec\ub7ec \uc5f4\uc744 \uae30\ubc18\uc73c\ub85c \ube48\ub3c4\ud45c \ub9cc\ub4e4\uae30 \ud300 \uc774\ub984, \uc704\uce58, \ub2e4\uc591\ud55c \ub18d\uad6c \uc120\uc218\uac00 \ub4dd\uc810\ud55c \uc810\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. import pandas as [&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-4040","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: \uc5ec\ub7ec \uc5f4\uc744 \uae30\ubc18\uc73c\ub85c \ube48\ub3c4\ud45c \ub9cc\ub4e4\uae30 - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec \uc5ec\ub7ec \uc5f4\uc744 \uae30\ubc18\uc73c\ub85c \ud32c\ub354\uc5d0\uc11c \ube48\ub3c4 \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, 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