{"id":835,"date":"2023-07-28T14:27:08","date_gmt":"2023-07-28T14:27:08","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%83%e1%85%a9%e1%86%bc%e1%84%8b%e1%85%b5%e1%86%af-%e1%84%8c%e1%85%ae%e1%84%91%e1%85%a1%e1%84%89%e1%85%ae-%e1%84%87%e1%85%b5%e1%84%82%e1%85%b5%e1%86%bc-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5\/"},"modified":"2023-07-28T14:27:08","modified_gmt":"2023-07-28T14:27:08","slug":"%e1%84%83%e1%85%a9%e1%86%bc%e1%84%8b%e1%85%b5%e1%86%af-%e1%84%8c%e1%85%ae%e1%84%91%e1%85%a1%e1%84%89%e1%85%ae-%e1%84%87%e1%85%b5%e1%84%82%e1%85%b5%e1%86%bc-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%83%e1%85%a9%e1%86%bc%e1%84%8b%e1%85%b5%e1%86%af-%e1%84%8c%e1%85%ae%e1%84%91%e1%85%a1%e1%84%89%e1%85%ae-%e1%84%87%e1%85%b5%e1%84%82%e1%85%b5%e1%86%bc-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5\/","title":{"rendered":"Python\uc758 \ub3d9\uc77c \ube48\ub3c4 \uad6c\uac04\ud654"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ud1b5\uacc4\uc5d0\uc11c <strong>\uadf8\ub8f9\ud654\ub294<\/strong> \uc22b\uc790 \uac12\uc744 <em>\uadf8\ub8f9<\/em> \uc73c\ub85c \ubb36\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ud074\ub7ec\uc2a4\ud130\ub9c1\uc758 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \ud615\ud0dc\ub294 <strong>\ub3d9\uc77c \ub108\ube44 \ud074\ub7ec\uc2a4\ud130\ub9c1<\/strong> \uc73c\ub85c \uc54c\ub824\uc838 \uc788\uc73c\uba70, \uc5ec\uae30\uc11c\ub294 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ub3d9\uc77c\ud55c \ub108\ube44\uc758 <em>k<\/em> \uac1c \uadf8\ub8f9\uc73c\ub85c \ub098\ub215\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub35c \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ud615\ud0dc\ub294 <strong>\ub3d9\uc77c \uc8fc\ud30c\uc218 \ud074\ub7ec\uc2a4\ud130\ub9c1<\/strong> \uc73c\ub85c \uc54c\ub824\uc838 \uc788\uc73c\uba70, \uc5ec\uae30\uc11c\ub294 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubaa8\ub450 \ub3d9\uc77c\ud55c \uc218\uc758 \uc8fc\ud30c\uc218\ub97c \uac16\ub294 <em>k\uac1c\uc758<\/em> \uadf8\ub8f9\uc73c\ub85c \ub098\ub215\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \ub3d9\uc77c \ube48\ub3c4 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python\uc758 \ub3d9\uc77c \ube48\ub3c4 \uad6c\uac04\ud654<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">100\uac1c\uc758 \uac12\uc744 \ud3ec\ud568\ud558\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n<span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create data<\/span>\nnp.random.seed(1)\ndata = np.random.randn(100)\n\n<span style=\"color: #008080;\">#view first 5 values\n<\/span><\/strong><b>data[:5]\n\narray([ 1.62434536, -0.61175641, -0.52817175, -1.07296862, 0.86540763])\n<\/b><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\ub3d9\uc77c\ud55c \ub108\ube44 \uadf8\ub8f9\ud654:<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub7ec\ud55c \uac12\uc744 \ud45c\uc2dc\ud558\uae30 \uc704\ud574 \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uc0dd\uc131\ud558\uba74 Python\uc740 \uae30\ubcf8\uc801\uc73c\ub85c \ub3d9\uc77c\ud55c \ub108\ube44 \uadf8\ub8f9\ud654\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create histogram with equal-width bins<\/span>\nn, bins, patches = plt.hist(data, edgecolor='black')\nplt.show()\n\n<span style=\"color: #008080;\">#display bin boundaries and frequency per bin<\/span> \nbins, n\n\n(array([-2.3015387 , -1.85282729, -1.40411588, -0.95540447, -0.50669306,\n        -0.05798165, 0.39072977, 0.83944118, 1.28815259, 1.736864,\n         2.18557541]),\n array([ 3., 1., 6., 17., 19., 20., 14., 12., 5., 3.]))\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9246 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/egalfreqbinningpython1.png\" alt=\"\" width=\"406\" height=\"262\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uac01 \uadf8\ub8f9\uc758 \ub108\ube44\ub294 \uc57d 0.4487\ub85c \ub3d9\uc77c\ud558\uc9c0\ub9cc \uac01 \uadf8\ub8f9\uc5d0 \ub3d9\uc77c\ud55c \uc591\uc758 \uad00\uce21\uce58\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc9c0\ub294 \uc54a\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uccab \ubc88\uc9f8 Bin\uc740 -2.3015387\uc5d0\uc11c -1.8528279\uae4c\uc9c0 \ud655\uc7a5\ub418\uba70 3\uac1c\uc758 \uad00\uce21\uce58\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ub450 \ubc88\uc9f8 Bin\uc740 -1.8528279\uc5d0\uc11c -1.40411588\uae4c\uc9c0 \ud655\uc7a5\ub418\uba70 1\uac1c\uc758 \uad00\uce21\uce58\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc138 \ubc88\uc9f8 Bin\uc740 -1.40411588\uc5d0\uc11c -0.95540447\uae4c\uc9c0 \ud655\uc7a5\ub418\uba70 6\uac1c\uc758 \uad00\uce21\uac12\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub4f1\ub4f1.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ub3d9\uc77c \ube48\ub3c4 \uadf8\ub8f9\ud654:<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub3d9\uc77c\ud55c \uc218\uc758 \uad00\uce21\uac12\uc744 \ud3ec\ud568\ud558\ub294 \ubc84\ud0b7\uc744 \uc0dd\uc131\ud558\ub824\uba74 \ub2e4\uc74c \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: #107d3f;\"><span style=\"color: #008080;\">#define function to calculate equal-frequency bins<\/span> \ndef<\/span> equalObs(x, nbin):\n    nlen = len(x)\n    <span style=\"color: #107d3f;\">return<\/span> np.interp(np.linspace(0, nlen, nbin + 1),\n                     np.arange(nlen),\n                     np.sort(x))\n\n<span style=\"color: #008080;\">#create histogram with equal-frequency bins<\/span> \nn, bins, patches = plt.hist(data, equalObs(data, 10), edgecolor='black')\nplt.show()\n\n<span style=\"color: #008080;\">#display bin boundaries and frequency per bin<\/span> \nbins, n\n\n(array([-2.3015387 , -0.93576943, -0.67124613, -0.37528495, -0.20889423,\n         0.07734007, 0.2344157, 0.51292982, 0.86540763, 1.19891788,\n         2.18557541]),\n array([10., 10., 10., 10., 10., 10., 10., 10., 10., 10.]))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9247\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/egalfreqbinningpython2.png\" alt=\"Python\uc758 \ub3d9\uc77c \ube48\ub3c4 \uadf8\ub8f9\ud654\uc758 \uc608\" width=\"395\" height=\"267\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uac01 \uadf8\ub8f9\uc758 \ub108\ube44\ub294 \ub3d9\uc77c\ud558\uc9c0 \uc54a\uc9c0\ub9cc \uac01 \uadf8\ub8f9\uc5d0\ub294 \ub3d9\uc77c\ud55c \uc591\uc758 \uad00\uce21\uce58\uac00 <i>\ud3ec\ud568\ub429\ub2c8\ub2e4<\/i> . \uc608\ub97c \ub4e4\uc5b4:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uccab \ubc88\uc9f8 Bin\uc740 -2.3015387\uc5d0\uc11c -0.93576943\uae4c\uc9c0 \ud655\uc7a5\ub418\uba70 10\uac1c\uc758 \uad00\uce21\uac12\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ub450 \ubc88\uc9f8 Bin\uc740 -0.93576943\uc5d0\uc11c -0.67124613\uae4c\uc9c0 \ud655\uc7a5\ub418\uba70 10\uac1c\uc758 \uad00\uce21\uac12\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc138 \ubc88\uc9f8 Bin\uc740 -0.67124613\uc5d0\uc11c -0.37528495\uae4c\uc9c0 \ud655\uc7a5\ub418\uba70 10\uac1c\uc758 \uad00\uce21\uac12\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub4f1\ub4f1.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ubcf4\uba74 \uac01 bin\uc758 \ub108\ube44\uac00 \ud655\uc2e4\ud788 \ub3d9\uc77c\ud558\uc9c0\ub294 \uc54a\uc9c0\ub9cc \uac01 bin\uc5d0\ub294 \ub3d9\uc77c\ud55c \uc218\uc758 \uad00\uce21\uac12\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70 \uc774\ub294 \uac01 bin\uc758 \ub192\uc774\uac00 \ub3d9\uc77c\ud558\ub2e4\ub294 \uc0ac\uc2e4\ub85c \ud655\uc778\ub429\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud1b5\uacc4\uc5d0\uc11c \uadf8\ub8f9\ud654\ub294 \uc22b\uc790 \uac12\uc744 \uadf8\ub8f9 \uc73c\ub85c \ubb36\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130\ub9c1\uc758 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \ud615\ud0dc\ub294 \ub3d9\uc77c \ub108\ube44 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc73c\ub85c \uc54c\ub824\uc838 \uc788\uc73c\uba70, \uc5ec\uae30\uc11c\ub294 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ub3d9\uc77c\ud55c \ub108\ube44\uc758 k \uac1c \uadf8\ub8f9\uc73c\ub85c \ub098\ub215\ub2c8\ub2e4. \ub35c \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ud074\ub7ec\uc2a4\ud130\ub9c1 \ud615\ud0dc\ub294 \ub3d9\uc77c \uc8fc\ud30c\uc218 \ud074\ub7ec\uc2a4\ud130\ub9c1 \uc73c\ub85c \uc54c\ub824\uc838 \uc788\uc73c\uba70, \uc5ec\uae30\uc11c\ub294 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubaa8\ub450 \ub3d9\uc77c\ud55c \uc218\uc758 \uc8fc\ud30c\uc218\ub97c \uac16\ub294 k\uac1c\uc758 \uadf8\ub8f9\uc73c\ub85c \ub098\ub215\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \ub3d9\uc77c \ube48\ub3c4 \ud074\ub7ec\uc2a4\ud130\ub9c1\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-835","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>Python\uc758 \ub3d9\uc77c \ube48\ub3c4 \uad6c\uac04\ud654 - Statorials<\/title>\n<meta name=\"description\" content=\"Python\uc5d0\uc11c \ub3d9\uc77c \ube48\ub3c4 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\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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