{"id":1520,"date":"2023-07-26T01:16:58","date_gmt":"2023-07-26T01:16:58","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%87%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af\/"},"modified":"2023-07-26T01:16:58","modified_gmt":"2023-07-26T01:16:58","slug":"%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%87%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab-%e1%84%87%e1%85%b5%e1%84%89%e1%85%a1%e1%86%bc-%e1%84%90%e1%85%a6%e1%84%8b%e1%85%b5%e1%84%87%e1%85%b3%e1%86%af\/","title":{"rendered":"Python\uc5d0\uc11c \ubd84\ud560\ud45c\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\ubd84\ud560\ud45c\ub294<\/strong> \ub450 \ubc94\uc8fc\ud615 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc694\uc57d\ud558\ub294 \ud45c \uc720\ud615\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Python\uc5d0\uc11c \ubd84\ud560\ud45c\ub97c \ub9cc\ub4e4\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.crosstab.html\" target=\"_blank\" rel=\"noopener\">pandas.crosstab()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>pandas.crosstab(\uc0c9\uc778, \uc5f4)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>index :<\/strong> \ubd84\ud560\ud45c\uc758 \ud589\uc5d0 \ud45c\uc2dc\ud560 \ubcc0\uc218\uc758 \uc774\ub984<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc5f4:<\/strong> \ubd84\ud560\ud45c\uc758 \uc5f4\uc5d0 \ud45c\uc2dc\ud560 \ubcc0\uc218\uc758 \uc774\ub984<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ub2e8\uacc4\ubcc4 \uc608\uc81c\uc5d0\uc11c\ub294 \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Python\uc5d0\uc11c \ubd84\ud560\ud45c\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>1\ub2e8\uacc4: \ub370\uc774\ud130 \uc0dd\uc131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uba3c\uc800, \uad6c\ub9e4\ud55c \uc81c\ud488 \uc720\ud615(TV, \ucef4\ud4e8\ud130, \ub77c\ub514\uc624)\uacfc \uc81c\ud488\uc744 \uad6c\ub9e4\ud55c \uad6d\uac00(A, B, C)\ub97c \ud3ec\ud568\ud558\uc5ec 20\uac00\uc9c0 \uc81c\ud488 \uc8fc\ubb38\uc5d0 \ub300\ud55c \uc815\ubcf4\ub97c \ud45c\uc2dc\ud558\ub294 \ub370\uc774\ud130\uc138\ud2b8\ub97c \ub9cc\ub4e4\uc5b4 \ubcf4\uaca0\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\n<span style=\"color: #008080;\">#create data<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({'Order': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10,\n                            11, 12, 13, 14, 15, 16, 17, 18, 19, 20],\n                   'Product': ['TV', 'TV', 'Comp', 'TV', 'TV', 'Comp',\n                               'Comp', 'Comp', 'TV', 'Radio', 'TV', 'Radio', 'Radio',\n                               'Radio', 'Comp', 'Comp', 'TV', 'TV', 'Radio', 'TV'],\n                   'Country': ['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B', 'B', 'B', 'B',\n                               'B', 'C', 'C', 'C', 'C', 'C', 'C', 'C', 'C']})\n\n<span style=\"color: #008080;\">#view data\n<\/span>df\n\n        Order Product Country\n0 1 TV A\n1 2 TV A\n2 3 Comp A\n3 4 TV A\n4 5 TV B\n5 6 Comp B\n6 7 Comp B\n7 8 Comp B\n8 9 TV B\n9 10 Radio B\n10 11 TV B\n11 12 Radio B\n12 13 Radio C\n13 14 Radio C\n14 15 Comp C\n15 16 Comp C\n16 17 TV C\n17 18 TV C\n18 19 Radio C\n19 20 TV C<\/strong><\/pre>\n<h3> <strong><span style=\"color: #000000;\">2\ub2e8\uacc4: \ubd84\ud560\ud45c \ub9cc\ub4e4\uae30<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \uac01 \uad6d\uac00\uc5d0\uc11c \uc8fc\ubb38\ud55c \uac01 \uc81c\ud488\uc758 \uc218\ub97c \uacc4\uc0b0\ud558\ub294 \ubd84\ud560\ud45c\ub97c \ub9cc\ub4dc\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;\">#create contingency table<\/span>\np.d. <span style=\"color: #3366ff;\">crosstab<\/span> (index=df[' <span style=\"color: #008000;\">Country<\/span> '], columns=df[' <span style=\"color: #008000;\">Product<\/span> '])\n\nProduct Comp Radio TV\nCountry\t\t\t\nA 1 0 3\nB 3 2 3\nC 2 3 3<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ud14c\uc774\ube14\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A\uad6d\uac00\uc5d0\uc11c\ub294 \ucd1d <strong>1<\/strong> \ub300\uc758 \ucef4\ud4e8\ud130\ub97c \uad6c\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">B\uad6d\uac00\uc5d0\uc11c\ub294 \ucd1d <strong>3<\/strong> \ub300\uc758 \ucef4\ud4e8\ud130\ub97c \uad6c\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">C \uad6d\uac00\uc5d0\uc11c\ub294 \ucd1d <strong>2<\/strong> \ub300\uc758 \ucef4\ud4e8\ud130\ub97c \uad6c\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">A\uad6d\uac00\uc5d0\uc11c\ub294 \ucd1d <strong>0\uac1c\uc758<\/strong> \ub77c\ub514\uc624\ub97c \uad6c\ub9e4\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">B\uad6d\uac00\uc5d0\uc11c\ub294 \ucd1d <strong>2\uac1c\uc758<\/strong> \ub77c\ub514\uc624\ub97c \uad6c\ub9e4\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">C\uad6d\uc5d0\uc11c\ub294 \ucd1d <strong>3\uac1c\uc758<\/strong> \ub77c\ub514\uc624\ub97c \uad6c\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">A \uad6d\uac00\uc5d0\uc11c\ub294 \ucd1d <strong>3\ub300\uc758<\/strong> TV\ub97c \uad6c\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">B \uad6d\uac00\uc5d0\uc11c\ub294 \ucd1d <strong>3\ub300\uc758<\/strong> TV\ub97c \uad6c\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">C \uad6d\uac00\uc5d0\uc11c\ub294 \ucd1d <strong>3\ub300\uc758<\/strong> TV\ub97c \uad6c\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3> <strong><span style=\"color: #000000;\">3\ub2e8\uacc4: \ubd84\ud560\ud45c\uc5d0 \ub9c8\uc9c4 \ud569\uacc4 \ucd94\uac00<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\"><strong>margins=True<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubd84\ud560\ud45c\uc5d0 \ub9c8\uc9c4 \ud569\uacc4\ub97c \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add margins to contingency table<\/span>\np.d. <span style=\"color: #3366ff;\">crosstab<\/span> (index=df[' <span style=\"color: #008000;\">Country<\/span> '], columns=df[' <span style=\"color: #008000;\">Product<\/span> '], margins= <span style=\"color: #008000;\">True<\/span> )\n\nProduct Comp Radio TV All\nCountry\t\t\t\t\nA 1 0 3 4\nB 3 2 3 8\nC 2 3 3 8\nAll 6 5 9 20<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ud14c\uc774\ube14 \uac12\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ub77c\uc778 \ud569\uacc4:<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A\uad6d\uac00\uc5d0\uc11c \ucd1d <strong>4<\/strong> \uac74\uc758 \uc8fc\ubb38\uc774 \uc811\uc218\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">B\uad6d\uac00\uc5d0\uc11c \ucd1d <strong>8<\/strong> \uac74\uc758 \uc8fc\ubb38\uc774 \uc811\uc218\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">C \uad6d\uac00\uc5d0\uc11c \ucd1d <strong>8<\/strong> \uac74\uc758 \uc8fc\ubb38\uc774 \uc811\uc218\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>\uc5f4 \ud569\uacc4:<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\ucd1d <strong>6<\/strong> \ub300\uc758 \ucef4\ud4e8\ud130\ub97c \uad6c\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ucd1d <strong>5\uac1c\uc758<\/strong> \ub77c\ub514\uc624\ub97c \uad6c\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\ucd1d <strong>9<\/strong> \ub300\uc758 TV\ub97c \uad6c\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ud14c\uc774\ube14\uc758 \uc624\ub978\ucabd \ud558\ub2e8\uc5d0 \uc788\ub294 \uac12\uc740 \ubaa8\ub4e0 \uad6d\uac00\uc5d0\uc11c \ucd1d <strong>20\uac1c\uc758<\/strong> \uc81c\ud488\uc774 \uc8fc\ubb38\ub418\uc5c8\uc74c\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1107\u1175\u1109\u1161\u11bc-\u1110\u1166\u110b\u1175\u1107\u1173\u11af\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ubd84\ud560\ud45c\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u110b\u1166\u11a8\u1109\u1166\u11af-\u110b\u116e\u1107\u1161\u11af\u1109\u1161\u11bc\u1112\u116a\u11bc\u1111\u116d\/\" target=\"_blank\" rel=\"noopener\">Excel\uc5d0\uc11c \ubd84\ud560\ud45c\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ubd84\ud560\ud45c\ub294 \ub450 \ubc94\uc8fc\ud615 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc694\uc57d\ud558\ub294 \ud45c \uc720\ud615\uc785\ub2c8\ub2e4. Python\uc5d0\uc11c \ubd84\ud560\ud45c\ub97c \ub9cc\ub4e4\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 pandas.crosstab() \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. pandas.crosstab(\uc0c9\uc778, \uc5f4) \uae08: index : \ubd84\ud560\ud45c\uc758 \ud589\uc5d0 \ud45c\uc2dc\ud560 \ubcc0\uc218\uc758 \uc774\ub984 \uc5f4: \ubd84\ud560\ud45c\uc758 \uc5f4\uc5d0 \ud45c\uc2dc\ud560 \ubcc0\uc218\uc758 \uc774\ub984 \ub2e4\uc74c \ub2e8\uacc4\ubcc4 \uc608\uc81c\uc5d0\uc11c\ub294 \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Python\uc5d0\uc11c \ubd84\ud560\ud45c\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. 1\ub2e8\uacc4: \ub370\uc774\ud130 \uc0dd\uc131 \uba3c\uc800, \uad6c\ub9e4\ud55c \uc81c\ud488 \uc720\ud615(TV, \ucef4\ud4e8\ud130, [&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-1520","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 \ubd84\ud560\ud45c\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ub2e8\uacc4\ubcc4 \uc608\uc81c\ub97c \ud1b5\ud574 Python\uc5d0\uc11c \ubd84\ud560\ud45c\ub97c \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, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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