{"id":828,"date":"2023-07-28T14:58:44","date_gmt":"2023-07-28T14:58:44","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/"},"modified":"2023-07-28T14:58:44","modified_gmt":"2023-07-28T14:58:44","slug":"%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/","title":{"rendered":"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\uc774\uc0c1\uac12<\/strong> \uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ub2e4\ub978 \uac12\uacfc \ube44\uc815\uc0c1\uc801\uc73c\ub85c \uba40\ub9ac \ub5a8\uc5b4\uc838 \uc788\ub294 \uad00\uce21\uac12\uc785\ub2c8\ub2e4. \uc774\uc0c1\uac12\uc740 \ubd84\uc11d \uacb0\uacfc\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc73c\ubbc0\ub85c \ubb38\uc81c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc2dd\ubcc4\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub824\uba74 \uba3c\uc800 \uc774\uc0c1\uac12\uc73c\ub85c \uac04\uc8fc\ud560 \ud56d\ubaa9\uc744 \uacb0\uc815\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc218\ud589\ud558\ub294 \ub450 \uac00\uc9c0 \uc77c\ubc18\uc801\uc778 \ubc29\ubc95\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \uc0ac\ubd84\uc704\uac04 \ubc94\uc704\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">IQR(\uc0ac\ubd84\uc704\uc218 \ubc94\uc704)\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c 75\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218(Q3)\uc640 25\ubc88\uc9f8 \ubc31\ubd84\uc704\uc218(Q1) \uac04\uc758 \ucc28\uc774\uc785\ub2c8\ub2e4. \ud3c9\uade0 50% \uac12\uc758 \ubd84\ud3ec\ub97c \uce21\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uad00\uce21\uce58\uac00 \uc138 \ubc88\uc9f8 \uc0ac\ubd84\uc704\uc218(Q3) \uc704 \uc0ac\ubd84\uc704\uc218 \ubc94\uc704\uc758 1.5\ubc30\uc774\uac70\ub098 \uccab \ubc88\uc9f8 \uc0ac\ubd84\uc704\uc218(Q1) \uc544\ub798 \uc0ac\ubd84\uc704\uc218 \ubc94\uc704\uc758 1.5\ubc30\uc778 \uacbd\uc6b0 \uad00\uce21\uce58\ub97c \uc774\uc0c1\uac12\uc73c\ub85c \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ud2b9\uc774\uce58 = \uad00\uce21\uce58 &gt; Q3 + 1.5*IQR \ub610\ub294 Q1 \u2013 1.5*IQR<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. Z-\uc810\uc218\ub97c \uc0ac\uc6a9\ud558\uc138\uc694.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/z-\u110c\u1165\u11b7\u1109\u116e-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">z-\uc810\uc218\ub294<\/a> \uc8fc\uc5b4\uc9c4 \uac12\uc774 \ud3c9\uade0\uc5d0\uc11c \uc5bc\ub9c8\ub098 \ub9ce\uc740 \ud45c\uc900 \ud3b8\ucc28\ub97c \uac00\uc9c0\uace0 \uc788\ub294\uc9c0 \uc54c\ub824\uc90d\ub2c8\ub2e4. \ub2e4\uc74c \uacf5\uc2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec z-\uc810\uc218\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>z<\/strong> = (X \u2013 \u03bc) \/ \u03c3<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">X\ub294 \ub2e8\uc77c \uc6d0\uc2dc \ub370\uc774\ud130 \uac12\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u03bc\ub294 \ubaa8\uc9d1\ub2e8 \ud3c9\uade0\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u03c3\ub294 \ubaa8\uc9d1\ub2e8 \ud45c\uc900\ud3b8\ucc28\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">z-\uc810\uc218\uac00 -3\ubcf4\ub2e4 \uc791\uac70\ub098 3\ubcf4\ub2e4 \ud070 \uacbd\uc6b0 \uad00\uce21\uce58\ub97c \uc774\uc0c1\uac12\uc73c\ub85c \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ud2b9\uc774\uce58 = z-\uc810\uc218\uac00 3\ubcf4\ub2e4 \ud06c\uac70\ub098 -3\ubcf4\ub2e4 \uc791\uc740 \uad00\uce21\uce58<\/strong><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uc774\uc0c1\uac12\uc73c\ub85c \uac04\uc8fc\ub418\ub294 \ud56d\ubaa9\uc744 \uacb0\uc815\ud55c \ud6c4\uc5d0\ub294 \ub370\uc774\ud130\uc138\ud2b8\uc5d0\uc11c \uc774\ub97c \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud558\uae30 \uc704\ud574 \ub2e4\uc74c pandas DataFrame\uc744 \uc0ac\uc6a9\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 style=\"color: #000000;\">pandas<\/span> as <span style=\"color: #000000;\">pd<\/span> \nimport<\/span> scipy.stats <span style=\"color: #107d3f;\">as<\/span> stats\n\n<span style=\"color: #008080;\">#create dataframe with three columns 'A', 'B', 'C'<\/span>\nnp.random.seed(10)\ndata = pd.DataFrame(np.random.randint(0, 10, size=(100, 3)), columns=['A', 'B', 'C'])\n<span style=\"color: #008080;\">\n#view first 10 rows<\/span>\ndata[:10]\n\n           ABC\n0 13.315865 7.152790 -15.454003\n1 -0.083838 6.213360 -7.200856\n2 2.655116 1.085485 0.042914\n3 -1.746002 4.330262 12.030374\n4 -9.650657 10.282741 2.286301\n5 4.451376 -11.366022 1.351369\n6 14.845370 -10.798049 -19.777283\n7 -17.433723 2.660702 23.849673\n8 11.236913 16.726222 0.991492\n9 13.979964 -2.712480 6.132042\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uadf8\ub7f0 \ub2e4\uc74c z-\uc810\uc218 \ubc29\ubc95 \ub610\ub294 \uc0ac\ubd84\uc704\uac04 \ubc94\uc704 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774\uc0c1\uac12\uc744 \uc815\uc758\ud558\uace0 \uc81c\uac70\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Z-\uc810\uc218 \ubc29\ubc95:<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find absolute value of z-score for each observation<\/span>\nz = np.abs(stats.zscore(data))\n\n<span style=\"color: #008080;\">#only keep rows in dataframe with all z-scores less than absolute value of 3<\/span> \ndata_clean = data[(z&lt;3).all(axis=1)]\n\n<span style=\"color: #008080;\">#find how many rows are left in the dataframe<\/span> \ndata_clean.shape\n\n(99.3)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\uc0ac\ubd84\uc704\uac04 \ubc94\uc704 \ubc29\ubc95:<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find Q1, Q3, and interquartile range for each column<\/span>\nQ1 = data.quantile(q=.25)\nQ3 = data.quantile(q=.75)\nIQR = data.apply(stats.iqr)\n\n<span style=\"color: #008080;\">#only keep rows in dataframe that have values within 1.5*IQR of Q1 and Q3<\/span>\ndata_clean = data[~((data &lt; (Q1-1.5*IQR)) | (data &gt; (Q3+1.5*IQR))).any(axis=1)]\n<span style=\"color: #008080;\">\n#find how many rows are left in the dataframe<\/span> \ndata_clean.shape\n\n(89.3)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">za \uc810\uc218 \ubc29\ubc95\uc740 \ud558\ub098\uc758 \uad00\uce21\uce58\ub97c \uc774\uc0c1\uac12\uc73c\ub85c \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\ud55c \ubc18\uba74, \uc0ac\ubd84\uc704\uac04 \ubc94\uc704 \ubc29\ubc95\uc740 \ucd1d 11\uac1c\uc758 \uad00\uce21\uac12\uc744 \uc774\uc0c1\uac12\uc73c\ub85c \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\ud55c \uac83\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <strong>\uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud574\uc57c \ud558\ub294 \uacbd\uc6b0<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\ub370\uc774\ud130\uc5d0 \ud558\ub098 \uc774\uc0c1\uc758 \uc774\uc0c1\uce58\uac00 \uc788\ub294 \uacbd\uc6b0 \uba3c\uc800 \uadf8\uac83\uc774 \ub370\uc774\ud130 \uc785\ub825 \uc624\ub958\uc758 \uacb0\uacfc\uac00 \uc544\ub2cc\uc9c0 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4. \ub54c\ub85c\ub294 \uac1c\uc778\uc774 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\ub294 \ub3d9\uc548 \ub2e8\uc21c\ud788 \uc798\ubabb\ub41c \ub370\uc774\ud130 \uac12\uc744 \uc785\ub825\ud558\ub294 \uacbd\uc6b0\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\uc0c1\uac12\uc774 \ub370\uc774\ud130 \uc785\ub825 \uc624\ub958\uc758 \uacb0\uacfc\uc778 \uac83\uc73c\ub85c \ud310\uba85\ub418\uba74<\/span> <span style=\"color: #000000;\">\ub370\uc774\ud130 \uc138\ud2b8\uc758<\/span> <a href=\"https:\/\/statorials.org\/ko\/\u110c\u116e\u11bc\u1109\u1175\u11b7-\u1100\u1167\u11bc\u1112\u1163\u11bc\u110b\u1173\u11af-\u110e\u1173\u11a8\u110c\u1165\u11bc\/\" target=\"_blank\" rel=\"noopener\">\ud3c9\uade0 \ub610\ub294 \uc911\uc559\uac12<\/a> \uacfc \uac19\uc740 \uc0c8 \uac12\uc744 \ud560\ub2f9\ud558\uae30\ub85c \uacb0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p> <span style=\"color: #000000;\">\uac12\uc774 \uc2e4\uc81c\ub85c \uc774\uc0c1\uac12\uc778 \uacbd\uc6b0 \uc804\uccb4 \ubd84\uc11d\uc5d0 \uc0c1\ub2f9\ud55c \uc601\ud5a5\uc744 \ubbf8\uce60 \uacbd\uc6b0 \ud574\ub2f9 \uac12\uc744 \uc81c\uac70\ud558\ub3c4\ub85d \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uc885 \ubcf4\uace0\uc11c\ub098 \ubd84\uc11d\uc5d0\uc11c \uc774\uc0c1\uce58\ub97c \uc81c\uac70\ud588\ub2e4\ub294 \uc0ac\uc2e4\uc744 \uaf2d \uc5b8\uae09\ud558\uc138\uc694.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ud55c \ubc88\uc5d0 \uc5ec\ub7ec \ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \uacbd\uc6b0 <a href=\"https:\/\/statorials.org\/ko\/mahalanobis-\u110b\u116f\u11ab\u1100\u1167\u11a8-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" target=\"_blank\" rel=\"noopener\">Mahalanobis \uac70\ub9ac\ub97c<\/a> \uc0ac\uc6a9\ud558\uc5ec \uc774\uc0c1\uac12\uc744 \uac10\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc774\uc0c1\uac12 \uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ub2e4\ub978 \uac12\uacfc \ube44\uc815\uc0c1\uc801\uc73c\ub85c \uba40\ub9ac \ub5a8\uc5b4\uc838 \uc788\ub294 \uad00\uce21\uac12\uc785\ub2c8\ub2e4. \uc774\uc0c1\uac12\uc740 \ubd84\uc11d \uacb0\uacfc\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc73c\ubbc0\ub85c \ubb38\uc81c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc2dd\ubcc4\ud558\ub294 \ubc29\ubc95 \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub824\uba74 \uba3c\uc800 \uc774\uc0c1\uac12\uc73c\ub85c \uac04\uc8fc\ud560 \ud56d\ubaa9\uc744 \uacb0\uc815\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc218\ud589\ud558\ub294 \ub450 \uac00\uc9c0 \uc77c\ubc18\uc801\uc778 \ubc29\ubc95\uc774 \uc788\uc2b5\ub2c8\ub2e4. 1. \uc0ac\ubd84\uc704\uac04 \ubc94\uc704\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. IQR(\uc0ac\ubd84\uc704\uc218 \ubc94\uc704)\uc740 [&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-828","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\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\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\" href=\"https:\/\/statorials.org\/ko\/\u110b\u1175\u1109\u1161\u11bc\u1100\u1161\u11b9-\u110c\u1166\u1100\u1165-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559\" \/>\n<meta property=\"og:description\" content=\"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\ub2c8\ub2e4.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ko\/\u110b\u1175\u1109\u1161\u11bc\u1100\u1161\u11b9-\u110c\u1166\u1100\u1165-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-28T14:58:44+00:00\" \/>\n<meta name=\"author\" content=\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/\",\"url\":\"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/\",\"name\":\"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ko\/#website\"},\"datePublished\":\"2023-07-28T14:58:44+00:00\",\"dateModified\":\"2023-07-28T14:58:44+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4\"},\"description\":\"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\ub2c8\ub2e4.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\uc9d1\",\"item\":\"https:\/\/statorials.org\/ko\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/ko\/#website\",\"url\":\"https:\/\/statorials.org\/ko\/\",\"name\":\"Statorials\",\"description\":\"\ud1b5\uacc4 \ud65c\uc6a9 \ub2a5\ub825\uc744 \uc704\ud55c \uac00\uc774\ub4dc!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/ko\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4\",\"name\":\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/statorials.org\/ko\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\"},\"description\":\"\uc548\ub155\ud558\uc138\uc694. \uc800\ub294 \ud1b5\uacc4\ud559 \uad50\uc218\ub97c \ud1f4\uc9c1\ud558\uace0 \uc804\uc784 \ud1b5\uacc4 \uad50\uc0ac\ub85c \ubcc0\uc2e0\ud55c \ubca4\uc790\ubbfc\uc785\ub2c8\ub2e4. \ud1b5\uacc4 \ubd84\uc57c\uc758 \uad11\ubc94\uc704\ud55c \uacbd\ud5d8\uacfc \uc804\ubb38 \uc9c0\uc2dd\uc744 \ubc14\ud0d5\uc73c\ub85c Statorials\ub97c \ud1b5\ud574 \ud559\uc0dd\ub4e4\uc5d0\uac8c \ud798\uc744 \uc2e4\uc5b4\uc8fc\uae30 \uc704\ud574 \uc9c0\uc2dd\uc744 \uacf5\uc720\ud558\uace0 \uc2f6\uc2b5\ub2c8\ub2e4. \ub354 \uc54c\uc544\ubcf4\uae30\",\"sameAs\":[\"https:\/\/statorials.org\/ko\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559","description":"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\ub2c8\ub2e4.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/ko\/\u110b\u1175\u1109\u1161\u11bc\u1100\u1161\u11b9-\u110c\u1166\u1100\u1165-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/","og_locale":"ko_KR","og_type":"article","og_title":"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559","og_description":"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\ub2c8\ub2e4.","og_url":"https:\/\/statorials.org\/ko\/\u110b\u1175\u1109\u1161\u11bc\u1100\u1161\u11b9-\u110c\u1166\u1100\u1165-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/","og_site_name":"Statorials","article_published_time":"2023-07-28T14:58:44+00:00","author":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8","twitter_card":"summary_large_image","twitter_misc":{"Written by":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8","Est. reading time":"1\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/","url":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/","name":"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559","isPartOf":{"@id":"https:\/\/statorials.org\/ko\/#website"},"datePublished":"2023-07-28T14:58:44+00:00","dateModified":"2023-07-28T14:58:44+00:00","author":{"@id":"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4"},"description":"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc124\uba85\uc785\ub2c8\ub2e4.","breadcrumb":{"@id":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/ko\/%e1%84%8b%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%a1%e1%86%b9-%e1%84%8c%e1%85%a6%e1%84%80%e1%85%a5-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\uc9d1","item":"https:\/\/statorials.org\/ko\/"},{"@type":"ListItem","position":2,"name":"Python\uc5d0\uc11c \uc774\uc0c1\uac12\uc744 \uc81c\uac70\ud558\ub294 \ubc29\ubc95"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/ko\/#website","url":"https:\/\/statorials.org\/ko\/","name":"Statorials","description":"\ud1b5\uacc4 \ud65c\uc6a9 \ub2a5\ub825\uc744 \uc704\ud55c \uac00\uc774\ub4dc!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/ko\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ko-KR"},{"@type":"Person","@id":"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4","name":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/statorials.org\/ko\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8"},"description":"\uc548\ub155\ud558\uc138\uc694. \uc800\ub294 \ud1b5\uacc4\ud559 \uad50\uc218\ub97c \ud1f4\uc9c1\ud558\uace0 \uc804\uc784 \ud1b5\uacc4 \uad50\uc0ac\ub85c \ubcc0\uc2e0\ud55c \ubca4\uc790\ubbfc\uc785\ub2c8\ub2e4. \ud1b5\uacc4 \ubd84\uc57c\uc758 \uad11\ubc94\uc704\ud55c \uacbd\ud5d8\uacfc \uc804\ubb38 \uc9c0\uc2dd\uc744 \ubc14\ud0d5\uc73c\ub85c Statorials\ub97c \ud1b5\ud574 \ud559\uc0dd\ub4e4\uc5d0\uac8c \ud798\uc744 \uc2e4\uc5b4\uc8fc\uae30 \uc704\ud574 \uc9c0\uc2dd\uc744 \uacf5\uc720\ud558\uace0 \uc2f6\uc2b5\ub2c8\ub2e4. \ub354 \uc54c\uc544\ubcf4\uae30","sameAs":["https:\/\/statorials.org\/ko"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/posts\/828","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/comments?post=828"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/posts\/828\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/media?parent=828"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/categories?post=828"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/tags?post=828"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}