{"id":4152,"date":"2023-07-13T05:53:17","date_gmt":"2023-07-13T05:53:17","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%92%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%a9%e1%84%80%e1%85%b3%e1%84%85%e1%85%a2%e1%86%b7-%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af\/"},"modified":"2023-07-13T05:53:17","modified_gmt":"2023-07-13T05:53:17","slug":"%e1%84%91%e1%85%a2%e1%86%ab%e1%84%83%e1%85%a5-%e1%84%92%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%a9%e1%84%80%e1%85%b3%e1%84%85%e1%85%a2%e1%86%b7-%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af","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%92%e1%85%b5%e1%84%89%e1%85%b3%e1%84%90%e1%85%a9%e1%84%80%e1%85%b3%e1%84%85%e1%85%a2%e1%86%b7-%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af\/","title":{"rendered":"Pandas \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc758 y\ucd95\uc5d0 \ubc31\ubd84\uc728\uc744 \ud45c\uc2dc\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec Pandas \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc758 y\ucd95\uc5d0 \ubc31\ubd84\uc728\uc744 \ud45c\uc2dc\ud560 \uc218 \uc788\uc2b5\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<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">from<\/span> matplotlib. <span style=\"color: #3366ff;\">ticker<\/span> <span style=\"color: #008000;\">import<\/span> PercentFormatter\n\n<span style=\"color: #008080;\">#create histogram, using percentages instead of counts<\/span>\nplt. <span style=\"color: #3366ff;\">hist<\/span> (df[' <span style=\"color: #ff0000;\">my_column<\/span> '], weights= <span style=\"color: #3366ff;\">np.ones<\/span> ( <span style=\"color: #008000;\">len<\/span> (df)) \/ <span style=\"color: #008000;\">len<\/span> (df))\n\n<span style=\"color: #008080;\">#apply percentage format to y-axis\n<\/span>plt. <span style=\"color: #3366ff;\">gca<\/span> (). <span style=\"color: #3366ff;\">yaxis<\/span> . <span style=\"color: #3366ff;\">set_major_formatter<\/span> (PercentFormatter(1))\nplt. <span style=\"color: #3366ff;\">show<\/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 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc758 Y\ucd95\uc5d0 \ubc31\ubd84\uc728 \ud45c\uc2dc<\/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<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">\n#make this example reproducible\n<\/span>n.p. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">seeds<\/span> (1)\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">points<\/span> ': np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">normal<\/span> (loc=20, scale=2, size=300),\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">normal<\/span> (loc=14, scale=3, size=300),\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">normal<\/span> (loc=12, scale=1, size=300)})\n\n<span style=\"color: #008080;\">#view head of DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df.head<\/span> ())\n\n      points assists rebounds\n0 23.248691 20.197350 10.927036\n1 18.776487 9.586529 12.495159\n2 18.943656 11.509484 11.047938\n3 17.854063 11.358267 11.481854\n4 21.730815 13.162707 10.538596\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\ud3ec\uc778\ud2b8<\/strong> \uc5f4\uc758 \uac12 \ubd84\ud3ec\ub97c \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud574 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uc0dd\uc131\ud558\uba74 \uae30\ubcf8\uc801\uc73c\ub85c y\ucd95\uc5d0 \uac1c\uc218\uac00 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt \n\n<span style=\"color: #008080;\">#create histogram for points columb\n<\/span>plt. <span style=\"color: #3366ff;\">hist<\/span> (df[' <span style=\"color: #ff0000;\">points<\/span> '], edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-32991 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pourcentage1.png\" alt=\"\" width=\"515\" height=\"388\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub300\uc2e0 y\ucd95\uc5d0 \ubc31\ubd84\uc728\uc744 \ud45c\uc2dc\ud558\ub824\uba74 <strong>PercentFormatter<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">from<\/span> matplotlib. <span style=\"color: #3366ff;\">ticker<\/span> <span style=\"color: #008000;\">import<\/span> PercentFormatter\n\n<span style=\"color: #008080;\">#create histogram, using percentages instead of counts<\/span>\nplt. <span style=\"color: #3366ff;\">hist<\/span> (df[' <span style=\"color: #ff0000;\">points<\/span> '], weights=np. <span style=\"color: #3366ff;\">ones<\/span> ( <span style=\"color: #008000;\">len<\/span> (df)) \/ <span style=\"color: #008000;\">len<\/span> (df), edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n\n<span style=\"color: #008080;\">#apply percentage format to y-axis\n<\/span>plt. <span style=\"color: #3366ff;\">gca<\/span> (). <span style=\"color: #3366ff;\">yaxis<\/span> . <span style=\"color: #3366ff;\">set_major_formatter<\/span> (PercentFormatter(1))\nplt. <span style=\"color: #3366ff;\">show<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-32992\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pourcentage2.png\" alt=\"y \ucd95\uc5d0 \ubc31\ubd84\uc728\uc774 \ud45c\uc2dc\ub41c \ud32c\ub354 \ud788\uc2a4\ud1a0\uadf8\ub7a8\" width=\"521\" height=\"377\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774\uc81c Y\ucd95\uc5d0 \ubc31\ubd84\uc728\uc774 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ubc31\ubd84\uc728\uc5d0\uc11c \uc18c\uc218 \uc790\ub9bf\uc218\ub97c \uc81c\uac70\ud558\ub824\uba74 <strong>PercentFormatter()<\/strong> \ud568\uc218\uc5d0\uc11c <strong>\uc18c\uc218 = 0<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uba74 \ub429\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">from<\/span> matplotlib. <span style=\"color: #3366ff;\">ticker<\/span> <span style=\"color: #008000;\">import<\/span> PercentFormatter\n\n<span style=\"color: #008080;\">#create histogram, using percentages instead of counts<\/span>\nplt. <span style=\"color: #3366ff;\">hist<\/span> (df[' <span style=\"color: #ff0000;\">points<\/span> '], weights=np. <span style=\"color: #3366ff;\">ones<\/span> ( <span style=\"color: #008000;\">len<\/span> (df)) \/ <span style=\"color: #008000;\">len<\/span> (df), edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n\n<span style=\"color: #008080;\">#apply percentage format to y-axis\n<\/span>plt. <span style=\"color: #3366ff;\">gca<\/span> (). <span style=\"color: #3366ff;\">yaxis<\/span> . <span style=\"color: #3366ff;\">set_major_formatter<\/span> (PercentFormatter(1, decimals= <span style=\"color: #008000;\">0<\/span> ))\nplt. <span style=\"color: #3366ff;\">show<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-32993\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pourcentage3.png\" alt=\"Pandas \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc740 y\ucd95\uc5d0\uc11c \uc18c\uc218\uc810 \uc774\ud558 \ubc31\ubd84\uc728\uc744 \uc81c\uac70\ud569\ub2c8\ub2e4.\" width=\"527\" height=\"391\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774\uc81c Y\ucd95\uc5d0 \uc18c\uc218 \uc790\ub9bf\uc218 \uc5c6\uc774 \ubc31\ubd84\uc728\uc774 \ud45c\uc2dc\ub429\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-\u1112\u1175\u1109\u1173\u1110\u1169\u1100\u1173\u1105\u1162\u11b7-\u110c\u1165\u110c\u1161\u11bc\u1109\u1169\/\" target=\"_blank\" rel=\"noopener\">Pandas \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uc800\uc7a5\uc18c \uc218\ub97c \ubcc0\uacbd\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1162\u11ab\u1103\u1165-\u1112\u1175\u1109\u1173\u1110\u1169\u1100\u1173\u1105\u1162\u11b7-x-\u110e\u116e\u11a8-\u1107\u1165\u11b7\u110b\u1171\/\" target=\"_blank\" rel=\"noopener\">Pandas \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc5d0\uc11c X\ucd95 \ubc94\uc704\ub97c \ubcc0\uacbd\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1100\u1173\u1105\u116e\u11b8\u1107\u1167\u11af-\u1111\u1162\u11ab\u1103\u1165-\u1112\u1175\u1109\u1173\u1110\u1169\u1100\u1173\u1105\u1162\u11b7\/\" target=\"_blank\" rel=\"noopener\">Pandas\uc5d0\uc11c \uadf8\ub8f9\ubcc4\ub85c \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uadf8\ub9ac\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec Pandas \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc758 y\ucd95\uc5d0 \ubc31\ubd84\uc728\uc744 \ud45c\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. import pandas as pd import numpy as np import matplotlib. pyplot as plt from matplotlib. ticker import PercentFormatter #create histogram, using percentages instead of counts plt. hist (df[&#8216; my_column &#8216;], weights= np.ones ( len (df)) \/ len (df)) #apply percentage format to y-axis plt. 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