{"id":3580,"date":"2023-07-16T17:22:59","date_gmt":"2023-07-16T17:22:59","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%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba-%e1%84%8b%e1%85%a7%e1%86%af-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%91%e1%85%a9\/"},"modified":"2023-07-16T17:22:59","modified_gmt":"2023-07-16T17:22:59","slug":"%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%91%e1%85%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba-%e1%84%8b%e1%85%a7%e1%86%af-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%91%e1%85%a9","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%b3%e1%86%af%e1%84%85%e1%85%a9%e1%86%ba-%e1%84%8b%e1%85%a7%e1%86%af-%e1%84%87%e1%85%ae%e1%86%ab%e1%84%91%e1%85%a9\/","title":{"rendered":"Pandas\uc5d0\uc11c \uc5f4 \uac12\uc758 \ubd84\ud3ec\ub97c \uadf8\ub9ac\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ub2e4\uc74c \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec Pandas DataFrame\uc5d0\uc11c \uc5f4 \uac12\uc758 \ubd84\ud3ec\ub97c \uadf8\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ubc29\ubc95 1: \uc5f4\uc758 \uac12 \ubd84\ud3ec \ud50c\ub86f<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[' <span style=\"color: #ff0000;\">my_column<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">kde<\/span> ')\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\ubc29\ubc95 2: \ud55c \uc5f4\uc758 \uac12 \ubd84\ud3ec\ub97c \ub2e4\ub978 \uc5f4\ub85c \uadf8\ub8f9\ud654\ud558\uc5ec \ud45c\uc2dc<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">group_column<\/span> ')[' <span style=\"color: #ff0000;\">values_column<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">kde<\/span> ')<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \ub2e4\uc74c pandas DataFrame\uc5d0\uc11c \uc2e4\uc81c\ub85c \uac01 \uba54\uc11c\ub4dc\ub97c \uc0ac\uc6a9\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: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">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', 'A', 'A', 'A', 'A', 'A', 'A',\n                            'B', 'B', 'B', 'B', 'B', 'B', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [3, 3, 4, 5, 4, 7, 7, 7, 10, 11, \n                              8, 7, 8, 9, 12, 12, 12, 14, 15, 17]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n   team points\n0 to 3\n1 to 3\n2 to 4\n3 to 5\n4 to 4\n5 TO 7\n6 to 7\n7 to 7\n8 to 10\n9 to 11\n10 B 8\n11 B 7\n12 B 8\n13 B 9\n14 B 12\n15 B 12\n16 B 12\n17 B 14\n18 B 15\n19 B 17<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\uc608 1: \uc5f4\uc758 \uac12 \ubd84\ud3ec \ud50c\ub86f<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>\ud3ec\uc778\ud2b8<\/strong> \uc5f4\uc758 \uac12 \ubd84\ud3ec\ub97c \uadf8\ub9ac\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;\">#plot distribution of values in points column<\/span>\ndf[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">kde<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29568 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/kde1.jpg\" alt=\"\" width=\"514\" height=\"359\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\"><strong>kind=&#8217;kde&#8217;\ub294<\/strong> \ud32c\ub354\uc5d0\uac8c \ubcc0\uc218 \uac12\uc758 \ubd84\ud3ec\ub97c \uc694\uc57d\ud558\ub294 \ubd80\ub4dc\ub7ec\uc6b4 \uace1\uc120\uc744 \uc0dd\uc131\ud558\ub294 <strong>\ucee4\ub110 \ubc00\ub3c4 \ucd94\uc815\uc744<\/strong> \uc0ac\uc6a9\ud558\ub3c4\ub85d \uc9c0\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub300\uc2e0 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uc0dd\uc131\ud558\ub824\uba74 \ub2e4\uc74c\uacfc \uac19\uc774 <strong>kind=&#8217;hist&#8217;\ub97c<\/strong> \uc9c0\uc815\ud558\uba74 \ub429\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#plot distribution of values in points column using histogram<\/span>\ndf[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">hist<\/span> ', edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29569 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/kde2.jpg\" alt=\"\" width=\"504\" height=\"357\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ubc29\ubc95\uc740 <strong>\ubd84\ud3ec \ubaa8\uc591\uc744 \uc694\uc57d\ud558\ub294 \ub9e4\ub044\ub7ec\uc6b4 \uc120\uacfc \ub2ec\ub9ac \ub9c9\ub300\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc810<\/strong> \uc5f4\uc5d0 \uc788\ub294 \uac12\uc758 \ube48\ub3c4\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608 2: \ud55c \uc5f4\uc758 \uac12 \ubd84\ud3ec\ub97c \ub2e4\ub978 \uc5f4\ub85c \uadf8\ub8f9\ud654\ud558\uc5ec \ud50c\ub86f<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>\ud300<\/strong> \uc5f4\ubcc4\ub85c \uadf8\ub8f9\ud654\ub41c <strong>\ud3ec\uc778\ud2b8<\/strong> \uc5f4\uc758 \uac12 \ubd84\ud3ec\ub97c \uadf8\ub9ac\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib.pyplot <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#plot distribution of points by team \n<\/span>df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">team<\/span> ')[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">kde<\/span> ')\n\n<span style=\"color: #008080;\">#add legend\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> ([' <span style=\"color: #ff0000;\">A<\/span> ',' <span style=\"color: #ff0000;\">B<\/span> '], title=' <span style=\"color: #ff0000;\">Team<\/span> ')\n\n<span style=\"color: #008080;\">#add x-axis label<\/span>\nplt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">Points<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29570 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/kde3.jpg\" alt=\"\" width=\"526\" height=\"393\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ud30c\ub780\uc0c9 \uc120\uc740 A\ud300 \uc120\uc218\uc758 \uc810\uc218 \ubd84\ud3ec\ub97c \ub098\ud0c0\ub0b4\uace0, \uc8fc\ud669\uc0c9 \uc120\uc740 B\ud300 \uc120\uc218\uc758 \uc810\uc218 \ubd84\ud3ec\ub97c \ub098\ud0c0\ub0c5\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\u1173\u11af\u1105\u1169\u11ba-\u110c\u1166\u1106\u1169\u11a8\/\" target=\"_blank\" rel=\"noopener\">Pandas\uc5d0\uc11c \ud50c\ub86f\uc5d0 \uc81c\ubaa9\uc744 \ucd94\uac00\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1109\u1175\u11af\u1106\u116e\u11af-\u110f\u1173\u1100\u1175-\u1111\u1162\u11ab\u1103\u1165\/\" target=\"_blank\" rel=\"noopener\">\ud32c\ub354 \ud50c\ub86f\uc758 \uadf8\ub9bc \ud06c\uae30\ub97c \uc870\uc815\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165\u110b\u1174-\u1109\u1165\u1107\u1173\u1111\u1173\u11af\u1105\u1169\u11ba\/\" target=\"_blank\" rel=\"noopener\">\uc11c\ube0c\ud50c\ub86f\uc5d0 \uc5ec\ub7ec Pandas DataFrame\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165-\u110b\u1173\u11b7\u1106\u1169\u110b\u1174-\u110c\u1165\u11ab\u1109\u1165\u11af\/\" target=\"_blank\" rel=\"noopener\">Pandas\uc5d0\uc11c \ud50c\ub86f \ubc94\ub840\ub97c \uc0dd\uc131\ud558\uace0 \uc0ac\uc6a9\uc790 \uc815\uc758\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub2e4\uc74c \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec Pandas DataFrame\uc5d0\uc11c \uc5f4 \uac12\uc758 \ubd84\ud3ec\ub97c \uadf8\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc29\ubc95 1: \uc5f4\uc758 \uac12 \ubd84\ud3ec \ud50c\ub86f df[&#8216; my_column &#8216;]. plot (kind=&#8217; kde &#8216;) \ubc29\ubc95 2: \ud55c \uc5f4\uc758 \uac12 \ubd84\ud3ec\ub97c \ub2e4\ub978 \uc5f4\ub85c \uadf8\ub8f9\ud654\ud558\uc5ec \ud45c\uc2dc df. groupby (&#8216; group_column &#8216;)[&#8216; values_column &#8216;]. plot (kind=&#8217; kde &#8216;) \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \ub2e4\uc74c pandas DataFrame\uc5d0\uc11c \uc2e4\uc81c\ub85c \uac01 \uba54\uc11c\ub4dc\ub97c \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-3580","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 \uc5f4 \uac12\uc758 \ubd84\ud3ec\ub97c \uadf8\ub9ac\ub294 \ubc29\ubc95 \u2013 Statorials<\/title>\n<meta name=\"description\" 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