{"id":478332,"date":"2023-08-09T09:31:12","date_gmt":"2023-08-09T09:31:12","guid":{"rendered":""},"modified":"2023-09-05T11:16:31","modified_gmt":"2023-09-05T11:16:31","slug":"pandas-profiling","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/kr\/wiki\/pandas-profiling\/","title":{"rendered":"\ud32c\ub354 \ud504\ub85c\ud30c\uc77c\ub9c1"},"content":{"rendered":"<p>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 Python\uc758 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d \ud504\ub85c\uc138\uc2a4\ub97c \ub2e8\uc21c\ud654\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \uac15\ub825\ud55c \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc778\uae30 \uc788\ub294 \ub370\uc774\ud130 \uc870\uc791 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc778 Pandas\ub97c \uae30\ubc18\uc73c\ub85c \uad6c\ucd95\ub41c \uc624\ud508 \uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \ub370\uc774\ud130 \uacfc\ud559, \uae30\uacc4 \ud559\uc2b5, \ub370\uc774\ud130 \ubd84\uc11d \ud504\ub85c\uc81d\ud2b8\uc5d0 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ud1b5\ucc30\ub825 \uc788\ub294 \ubcf4\uace0\uc11c\uc640 \uc2dc\uac01\ud654\ub97c \uc790\ub3d9\uc73c\ub85c \uc0dd\uc131\ud568\uc73c\ub85c\uc368 Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 \ub370\uc774\ud130 \uad6c\uc870\uc640 \ucf58\ud150\uce20\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud558\uc5ec \ub370\uc774\ud130 \uacfc\ud559\uc790\uc640 \ubd84\uc11d\uac00\uc758 \uc2dc\uac04\uc744 \uc808\uc57d\ud569\ub2c8\ub2e4.<\/p>\n<h2>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc758 \uae30\uc6d0\uacfc \uadf8\uc5d0 \ub300\ud55c \uccab \ubc88\uc9f8 \uc5b8\uae09\uc758 \uc5ed\uc0ac\uc785\ub2c8\ub2e4.<\/h2>\n<p>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 2016\ub144 Stefanie Molin\uc774 \uc774\ub044\ub294 \uc720\ub2a5\ud55c \ub370\uc774\ud130 \uc560\ud638\uac00 \uadf8\ub8f9\uc5d0 \uc758\ud574 \ucc98\uc74c \uc18c\uac1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ucc98\uc74c\uc5d0\ub294 \uc0ac\uc774\ub4dc \ud504\ub85c\uc81d\ud2b8\ub85c \ucd9c\uc2dc\ub418\uc5c8\uc9c0\ub9cc \ub2e8\uc21c\uc131\uacfc \ud6a8\uc728\uc131\uc73c\ub85c \uc778\ud574 \ube60\ub978 \uc778\uae30\ub97c \uc5bb\uc5c8\uc2b5\ub2c8\ub2e4. Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc5d0 \ub300\ud55c \uccab \ubc88\uc9f8 \uc5b8\uae09\uc740 GitHub\uc5d0\uc11c \ubc1c\uc0dd\ud588\uc73c\uba70, \uc5ec\uae30\uc11c \uc18c\uc2a4 \ucf54\ub4dc\ub294 \ucee4\ubba4\ub2c8\ud2f0 \uae30\uc5ec \ubc0f \uac1c\uc120\uc744 \uc704\ud574 \uacf5\uac1c\uc801\uc73c\ub85c \uc81c\uacf5\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc548\uc815\uc801\uc774\uace0 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub3c4\uad6c\ub85c \ubc1c\uc804\ud558\uc5ec \uae30\ub2a5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud558\uace0 \ud655\uc7a5\ud558\ub294 \ud65c\ubc1c\ud55c \ub370\uc774\ud130 \uc804\ubb38\uac00 \ucee4\ubba4\ub2c8\ud2f0\ub97c \uc720\uce58\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc815\ubcf4\uc785\ub2c8\ub2e4. Pandas \ud504\ub85c\ud30c\uc77c\ub9c1 \uc8fc\uc81c\ub97c \ud655\uc7a5\ud569\ub2c8\ub2e4.<\/h2>\n<p>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 Pandas\uc758 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \ud3ec\uad04\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d \ubcf4\uace0\uc11c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ub2e4\uc591\ud55c \uce21\uba74\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ud1b5\uacc4, \ub300\ud654\ud615 \uc2dc\uac01\ud654 \ubc0f \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uae30\ubcf8 \ud1b5\uacc4: \ud3c9\uade0, \uc911\uc559\uac12, \ucd5c\ube48\uac12, \ucd5c\uc18c\uac12, \ucd5c\ub300\uac12 \ubc0f \uc0ac\ubd84\uc704\uc218\ub97c \ud3ec\ud568\ud55c \ub370\uc774\ud130 \ubd84\ud3ec \uac1c\uc694\uc785\ub2c8\ub2e4.<\/li>\n<li>\ub370\uc774\ud130 \uc720\ud615: \uac01 \uc5f4\uc758 \ub370\uc774\ud130 \uc720\ud615\uc744 \uc2dd\ubcc4\ud558\uc5ec \uc7a0\uc7ac\uc801\uc778 \ub370\uc774\ud130 \ubd88\uc77c\uce58\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n<li>\ub204\ub77d\ub41c \uac12: \ub204\ub77d\ub41c \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc640 \uac01 \uc5f4\uc758 \ud574\ub2f9 \ube44\uc728\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc0c1\uad00\uad00\uacc4: \ubcc0\uc218 \uac04\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \ubd84\uc11d\ud558\uc5ec \uad00\uacc4\uc640 \uc885\uc18d\uc131\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/li>\n<li>\uacf5\ud1b5 \uac12: \ubc94\uc8fc\ud615 \uc5f4\uc5d0\uc11c \uac00\uc7a5 \uc790\uc8fc \ubc1c\uc0dd\ud558\ub294 \uac12\uacfc \uac00\uc7a5 \uc801\uac8c \ubc1c\uc0dd\ud558\ub294 \uac12\uc744 \uc778\uc2dd\ud569\ub2c8\ub2e4.<\/li>\n<li>\ud788\uc2a4\ud1a0\uadf8\ub7a8: \uc22b\uc790 \uc5f4\uc758 \ub370\uc774\ud130 \ubd84\ud3ec\ub97c \uc2dc\uac01\ud654\ud558\uc5ec \ub370\uc774\ud130 \uc65c\uace1 \ubc0f \uc774\uc0c1\uac12 \uc2dd\ubcc4\uc744 \uc6a9\uc774\ud558\uac8c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc0dd\uc131\ub41c \ubcf4\uace0\uc11c\ub294 HTML \ud615\uc2dd\uc73c\ub85c \uc81c\uacf5\ub418\ubbc0\ub85c \ud300\uacfc \uc774\ud574\uad00\uacc4\uc790 \uac04\uc5d0 \uc27d\uac8c \uacf5\uc720\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc758 \ub0b4\ubd80 \uad6c\uc870. Pandas \ud504\ub85c\ud30c\uc77c\ub9c1 \uc791\ub3d9 \ubc29\uc2dd<\/h2>\n<p>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 \ud1b5\uacc4 \uc54c\uace0\ub9ac\uc998, Pandas \uae30\ub2a5 \ubc0f \ub370\uc774\ud130 \uc2dc\uac01\ud654 \uae30\uc220\uc758 \uc870\ud569\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uc694\uc57d\ud569\ub2c8\ub2e4. \ub0b4\ubd80 \uad6c\uc870\ub97c \uac1c\ub7b5\uc801\uc73c\ub85c \uc0b4\ud3b4\ubcf4\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ub370\uc774\ud130 \uc218\uc9d1:<\/strong> Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 \uba3c\uc800 \uc5f4 \uc774\ub984, \ub370\uc774\ud130 \uc720\ud615, \ub204\ub77d\ub41c \uac12 \ub4f1 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uae30\ubcf8 \uc815\ubcf4\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uae30\uc220\ud1b5\uacc4:<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ud3c9\uade0, \uc911\uc559\uac12, \ud45c\uc900 \ud3b8\ucc28 \ubc0f \ubd84\uc704\uc218\ub97c \ud3ec\ud568\ud558\uc5ec \uc22b\uc790 \uc5f4\uc5d0 \ub300\ud55c \ub2e4\uc591\ud55c \uae30\uc220 \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub370\uc774\ud130 \uc2dc\uac01\ud654:<\/strong> Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 \ud788\uc2a4\ud1a0\uadf8\ub7a8, \ub9c9\ub300 \ucc28\ud2b8, \uc0b0\uc810\ub3c4\uc640 \uac19\uc740 \uad11\ubc94\uc704\ud55c \uc2dc\uac01\ud654\ub97c \uc0dd\uc131\ud558\uc5ec \ub370\uc774\ud130 \ud328\ud134\uacfc \ubd84\ud3ec\ub97c \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc0c1\uad00\uad00\uacc4 \ubd84\uc11d:<\/strong> \uc774 \ub3c4\uad6c\ub294 \uc22b\uc790 \uc5f4 \uac04\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \uacc4\uc0b0\ud558\uc5ec \uc0c1\uad00\ud589\ub82c\uacfc \ud788\ud2b8\ub9f5\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ubc94\uc8fc\ud615 \ubd84\uc11d:<\/strong> \ubc94\uc8fc\ud615 \uc5f4\uc758 \uacbd\uc6b0 \uacf5\ud1b5 \uac12\uc744 \uc2dd\ubcc4\ud558\uc5ec \ub9c9\ub300 \ucc28\ud2b8\uc640 \ube48\ub3c4\ud45c\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub204\ub77d\ub41c \uac12 \ubd84\uc11d:<\/strong> Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 \ub204\ub77d\ub41c \uac12\uc744 \uac80\uc0ac\ud558\uace0 \uc774\ub97c \uc774\ud574\ud558\uae30 \uc26c\uc6b4 \ud615\uc2dd\uc73c\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uacbd\uace0 \ubc0f \uc81c\uc548:<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ub192\uc740 \uce74\ub514\ub110\ub9ac\ud2f0 \ub610\ub294 \uc0c1\uc218 \uc5f4\uacfc \uac19\uc740 \uc7a0\uc7ac\uc801\uc778 \ubb38\uc81c\uc5d0 \ud50c\ub798\uadf8\ub97c \uc9c0\uc815\ud558\uace0 \uac1c\uc120\uc744 \uc704\ud55c \uc81c\uc548\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc758 \uc8fc\uc694 \uae30\ub2a5 \ubd84\uc11d.<\/h2>\n<p>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uac00 \ub418\ub294 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\uc790\ub3d9 \ubcf4\uace0\uc11c \uc0dd\uc131:<\/strong> Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 \uc790\ub3d9\uc73c\ub85c \uc0c1\uc138\ud55c \ub370\uc774\ud130 \ubd84\uc11d \ubcf4\uace0\uc11c\ub97c \uc0dd\uc131\ud558\uc5ec \ubd84\uc11d\uac00\uc758 \uc2dc\uac04\uacfc \ub178\ub825\uc744 \uc808\uc57d\ud574 \uc90d\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub300\ud654\ud615 \uc2dc\uac01\ud654:<\/strong> HTML \ubcf4\uace0\uc11c\uc5d0\ub294 \uc0ac\uc6a9\uc790\uac00 \ub9e4\ub825\uc801\uc774\uace0 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ubc29\uc2dd\uc73c\ub85c \ub370\uc774\ud130\ub97c \ud0d0\uc0c9\ud560 \uc218 \uc788\ub294 \ub300\ud654\ud615 \uc2dc\uac01\ud654\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub9de\ucda4\ud615 \ubd84\uc11d:<\/strong> \uc0ac\uc6a9\uc790\ub294 \uc6d0\ud558\ub294 \uc138\ubd80 \uc218\uc900\uc744 \uc9c0\uc815\ud558\uac70\ub098 \ud2b9\uc815 \uc139\uc158\uc744 \uc0dd\ub7b5\ud558\uac70\ub098 \uc0c1\uad00 \uad00\uacc4 \uc784\uacc4\uac12\uc744 \uc124\uc815\ud558\uc5ec \ubd84\uc11d\uc744 \uc0ac\uc6a9\uc790 \uc815\uc758\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub178\ud2b8\ubd81 \ud1b5\ud569:<\/strong> Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 Jupyter Notebook\uacfc \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\uc5b4 \ub178\ud2b8\ubd81 \ud658\uacbd \ub0b4\uc5d0\uc11c \ub370\uc774\ud130 \ud0d0\uc0c9 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud504\ub85c\ud544 \ube44\uad50:<\/strong> \uc5ec\ub7ec \ub370\uc774\ud130 \ud504\ub85c\ud544\uc758 \ube44\uad50\ub97c \uc9c0\uc6d0\ud558\ubbc0\ub85c \uc0ac\uc6a9\uc790\ub294 \ub370\uc774\ud130 \uc138\ud2b8 \uac04\uc758 \ucc28\uc774\uc810\uc744 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub0b4\ubcf4\ub0b4\uae30 \uc635\uc158:<\/strong> \uc0dd\uc131\ub41c \ubcf4\uace0\uc11c\ub294 HTML, JSON \ub610\ub294 YAML\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \ud615\uc2dd\uc73c\ub85c \uc27d\uac8c \ub0b4\ubcf4\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1 \uc720\ud615<\/h2>\n<p>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 \uac1c\uc694 \ubcf4\uace0\uc11c\uc640 \uc804\uccb4 \ubcf4\uace0\uc11c\ub77c\ub294 \ub450 \uac00\uc9c0 \uc8fc\uc694 \ud504\ub85c\ud30c\uc77c\ub9c1 \uc720\ud615\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uac1c\uc694 \ubcf4\uace0\uc11c<\/h3>\n<p>\uac1c\uc694 \ubcf4\uace0\uc11c\ub294 \ud544\uc218 \ud1b5\uacc4 \ubc0f \uc2dc\uac01\ud654\ub97c \ud3ec\ud568\ud558\uc5ec \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uac04\uacb0\ud55c \uc694\uc57d\uc785\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130 \ubd84\uc11d\uac00\uac00 \uac1c\ubcc4 \uae30\ub2a5\uc744 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uc9c0 \uc54a\uace0\ub3c4 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uc77c\ubc18\uc801\uc778 \uc774\ud574\ub97c \uc5bb\uc744 \uc218 \uc788\ub294 \ube60\ub978 \ucc38\uc870 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc804\uccb4 \ubcf4\uace0\uc11c<\/h3>\n<p>\uc804\uccb4 \ubcf4\uace0\uc11c\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubd84\uc11d\uc73c\ub85c, \uac01 \uae30\ub2a5\uc5d0 \ub300\ud55c \uc2ec\uce35\uc801\uc778 \ud1b5\ucc30\ub825, \uace0\uae09 \uc2dc\uac01\ud654 \ubc0f \uc138\ubd80 \ud1b5\uacc4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ubcf4\uace0\uc11c\ub294 \ucca0\uc800\ud55c \ub370\uc774\ud130 \ud0d0\uc0c9\uc5d0 \uc774\uc0c1\uc801\uc774\uba70 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ub354 \uae4a\uc740 \uc774\ud574\uac00 \ud544\uc694\ud55c \uacbd\uc6b0\uc5d0 \ub354 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<h2>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1 \uc0ac\uc6a9 \ubc29\ubc95, \uc0ac\uc6a9\uacfc \uad00\ub828\ub41c \ubb38\uc81c\uc810 \ubc0f \ud574\uacb0 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/h2>\n<p>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc0ac\uc6a9 \uc0ac\ub840\ub97c \uac16\ucd98 \ub2e4\ubaa9\uc801 \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ub370\uc774\ud130 \uc815\ub9ac:<\/strong> \ub204\ub77d\ub41c \uac12, \uc774\uc0c1\uce58, \uc774\uc0c1\uce58\ub97c \uac10\uc9c0\ud558\uba74 \ub370\uc774\ud130\ub97c \uc815\ub9ac\ud558\uace0 \ucd94\uac00 \ubd84\uc11d\uc744 \uc900\ube44\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub370\uc774\ud130 \uc804\ucc98\ub9ac:<\/strong> \ub370\uc774\ud130 \ubd84\ud3ec\uc640 \uc0c1\uad00 \uad00\uacc4\ub97c \uc774\ud574\ud558\uba74 \uc801\uc808\ud55c \uc804\ucc98\ub9ac \uae30\uc220\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uae30\ub2a5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1:<\/strong> \uae30\ub2a5 \uac04\uc758 \uad00\uacc4\ub97c \uc2dd\ubcc4\ud558\uba74 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc744 \uc0dd\uc131\ud558\uac70\ub098 \uad00\ub828 \uae30\ub2a5\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub370\uc774\ud130 \uc2dc\uac01\ud654:<\/strong> Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc758 \uc2dc\uac01\ud654\ub294 \ud504\ub808\uc820\ud14c\uc774\uc158 \ubc0f \uc774\ud574\uad00\uacc4\uc790\uc5d0\uac8c \ub370\uc774\ud130 \ud1b5\ucc30\ub825\uc744 \uc804\ub2ec\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p>\ub9ce\uc740 \uc7a5\uc810\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uba87 \uac00\uc9c0 \ubb38\uc81c\uc5d0 \uc9c1\uba74\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8:<\/strong> \ub9e4\uc6b0 \ud070 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uacbd\uc6b0 \ud504\ub85c\ud30c\uc77c\ub9c1 \ud504\ub85c\uc138\uc2a4\uc5d0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uac78\ub9ac\uace0 \ub9ac\uc18c\uc2a4 \uc9d1\uc57d\uc801\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uba54\ubaa8\ub9ac \uc0ac\uc6a9\ub7c9:<\/strong> \uc804\uccb4 \ubcf4\uace0\uc11c\ub97c \uc0dd\uc131\ud558\ub824\uba74 \uc0c1\ub2f9\ud55c \uba54\ubaa8\ub9ac\uac00 \ud544\uc694\ud560 \uc218 \uc788\uc73c\uba70 \uc7a0\uc7ac\uc801\uc73c\ub85c \uba54\ubaa8\ub9ac \ubd80\uc871 \uc624\ub958\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p>\uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\uc790\ub294 \ub2e4\uc74c\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ud558\uc704 \uc9d1\ud569 \ub370\uc774\ud130:<\/strong> \uc804\uccb4 \ub370\uc774\ud130 \uc138\ud2b8 \ub300\uc2e0 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ub300\ud45c \uc0d8\ud50c\uc744 \ubd84\uc11d\ud558\uc5ec \ud504\ub85c\ud30c\uc77c\ub9c1 \ud504\ub85c\uc138\uc2a4 \uc18d\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\ucf54\ub4dc \ucd5c\uc801\ud654:<\/strong> \ub370\uc774\ud130 \ucc98\ub9ac \ucf54\ub4dc\ub97c \ucd5c\uc801\ud654\ud558\uace0 \uba54\ubaa8\ub9ac\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uc5ec \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\uc8fc\uc694 \ud2b9\uc9d5 \ubc0f \uae30\ud0c0 \uc720\uc0ac\ud55c \uc6a9\uc5b4\uc640\uc758 \ube44\uad50\ub97c \ud45c\uc640 \ubaa9\ub85d \ud615\ud0dc\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/h2>\n<table>\n<thead>\n<tr>\n<th>\ud2b9\uc9d5<\/th>\n<th>\ud32c\ub354 \ud504\ub85c\ud30c\uc77c\ub9c1<\/th>\n<th>\uc624\ud1a0\ube44\uc988<\/th>\n<th>\uc2a4\uc704\ud2b8\ube44\uc988<\/th>\n<th>D-\ud14c\uc77c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\ud2b9\ud5c8<\/td>\n<td>MIT<\/td>\n<td>MIT<\/td>\n<td>MIT<\/td>\n<td>MIT<\/td>\n<\/tr>\n<tr>\n<td>\ud30c\uc774\uc36c \ubc84\uc804<\/td>\n<td>3.6+<\/td>\n<td>2.7+<\/td>\n<td>3.5+<\/td>\n<td>3.6+<\/td>\n<\/tr>\n<tr>\n<td>\ub178\ud2b8\ubd81 \uc9c0\uc6d0<\/td>\n<td>\uc608<\/td>\n<td>\uc608<\/td>\n<td>\uc608<\/td>\n<td>\uc608<\/td>\n<\/tr>\n<tr>\n<td>\ubcf4\uace0\uc11c \ucd9c\ub825<\/td>\n<td>HTML<\/td>\n<td>\ud574\ub2f9 \uc5c6\uc74c<\/td>\n<td>HTML<\/td>\n<td>\uc6f9 UI<\/td>\n<\/tr>\n<tr>\n<td>\uc778\ud130\ub809\ud2f0\ube0c<\/td>\n<td>\uc608<\/td>\n<td>\uc608<\/td>\n<td>\uc608<\/td>\n<td>\uc608<\/td>\n<\/tr>\n<tr>\n<td>\ub9de\ucda4\ud615<\/td>\n<td>\uc608<\/td>\n<td>\uc608<\/td>\n<td>\uc81c\ud55c\ub41c<\/td>\n<td>\uc608<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\ud32c\ub354 \ud504\ub85c\ud30c\uc77c\ub9c1:<\/strong> Pandas\ub97c \uae30\ubc18\uc73c\ub85c \ud558\ub294 \ud3ec\uad04\uc801\uc778 \ub300\ud654\ud615 \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n<p><strong>\uc790\ub3d9\ube44\uc988:<\/strong> \ubaa8\ub4e0 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc790\ub3d9\uc73c\ub85c \uc2dc\uac01\ud654\ud558\uc5ec \ub9de\ucda4\ud654\ud560 \ud544\uc694 \uc5c6\uc774 \ube60\ub978 \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p><strong>\uc2a4\uc704\ud2b8\ube44\uc988:<\/strong> \uc544\ub984\ub2e4\uc6b4 \uc2dc\uac01\ud654 \ubc0f \uace0\ubc00\ub3c4 \ub370\uc774\ud130 \ubd84\uc11d \ubcf4\uace0\uc11c\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<p><strong>D-\ud14c\uc77c:<\/strong> \ub370\uc774\ud130 \ud0d0\uc0c9 \ubc0f \uc870\uc791\uc744 \uc704\ud55c \ub300\ud654\ud615 \uc6f9 \uae30\ubc18 \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n<h2>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uacfc \uad00\ub828\ub41c \ubbf8\ub798\uc758 \uad00\uc810\uacfc \uae30\uc220.<\/h2>\n<p>\ub370\uc774\ud130 \ubd84\uc11d\uc774 \uacc4\uc18d\ud574\uc11c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc758 \uc911\uc694\ud55c \uad6c\uc131 \uc694\uc18c\uc774\uae30 \ub54c\ubb38\uc5d0 Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc758 \ubbf8\ub798\ub294 \ubc1d\uc2b5\ub2c8\ub2e4. \uba87 \uac00\uc9c0 \uc7a0\uc7ac\uc801\uc778 \uac1c\ubc1c \ubc0f \ucd94\uc138\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\uc131\ub2a5 \uac1c\uc120:<\/strong> \ud5a5\ud6c4 \uc5c5\ub370\uc774\ud2b8\uc5d0\uc11c\ub294 \uba54\ubaa8\ub9ac \uc0ac\uc6a9\ub7c9\uc744 \ucd5c\uc801\ud654\ud558\uace0 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \ud504\ub85c\ud30c\uc77c\ub9c1 \ud504\ub85c\uc138\uc2a4 \uc18d\ub3c4\ub97c \ub192\uc774\ub294 \ub370 \uc911\uc810\uc744 \ub458 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ube45 \ub370\uc774\ud130 \uae30\uc220\uacfc\uc758 \ud1b5\ud569:<\/strong> Dask \ub610\ub294 Apache Spark\uc640 \uac19\uc740 \ubd84\uc0b0 \ucef4\ud4e8\ud305 \ud504\ub808\uc784\uc6cc\ud06c\uc640 \ud1b5\ud569\ud558\uba74 \ube45 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \ud504\ub85c\ud30c\uc77c\ub9c1\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uace0\uae09 \uc2dc\uac01\ud654:<\/strong> \uc2dc\uac01\ud654 \uae30\ub2a5\uc774 \ub354\uc6b1 \ud5a5\uc0c1\ub418\uba74 \ub370\uc774\ud130\ub97c \ubcf4\ub2e4 \ub300\ud654\ud615\uc774\uace0 \ud1b5\ucc30\ub825 \uc788\uac8c \ud45c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uae30\uacc4 \ud559\uc2b5 \ud1b5\ud569:<\/strong> \uae30\uacc4 \ud559\uc2b5 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ud1b5\ud569\ud558\uba74 \ud504\ub85c\ud30c\uc77c\ub9c1 \ud1b5\ucc30\ub825\uc744 \uae30\ubc18\uc73c\ub85c \uc790\ub3d9\ud654\ub41c \uae30\ub2a5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc194\ub8e8\uc158:<\/strong> \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uad6c\ud604\uc740 \ubcf4\ub2e4 \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ub9ac\uc18c\uc2a4 \ud6a8\uc728\uc801\uc778 \ud504\ub85c\ud30c\uc77c\ub9c1 \uc635\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<h2>\ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud558\uac70\ub098 Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uacfc \uc5f0\uacb0\ud558\ub294 \ubc29\ubc95.<\/h2>\n<p>OneProxy\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uac83\uacfc \uac19\uc740 \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 Pandas \ud504\ub85c\ud30c\uc77c\ub9c1 \ucee8\ud14d\uc2a4\ud2b8\uc5d0\uc11c \ub2e4\uc74c\uacfc \uac19\uc740 \ubc29\uc2dd\uc73c\ub85c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\n<p><strong>\ub370\uc774\ud130 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638:<\/strong> \uacbd\uc6b0\uc5d0 \ub530\ub77c \ubbfc\uac10\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\ub294 \ucd94\uac00 \ubcf4\uc548 \uc870\uce58\uac00 \ud544\uc694\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \ub370\uc774\ud130 \uc6d0\ubcf8\uacfc \ud504\ub85c\ud30c\uc77c\ub9c1 \ub3c4\uad6c \uc0ac\uc774\uc758 \uc911\uac1c\uc790 \uc5ed\ud560\uc744 \ud558\uc5ec \ub370\uc774\ud130 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ubcf4\ud638\ub97c \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc81c\ud55c \uc0ac\ud56d \uc6b0\ud68c:<\/strong> \uc561\uc138\uc2a4 \uc81c\ud55c\uc774 \uc788\ub294 \uc6f9 \uae30\ubc18 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc218\ud589\ud560 \ub54c \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \uc774\ub7ec\ud55c \uc81c\ud55c\uc744 \uc6b0\ud68c\ud558\uace0 \ud504\ub85c\ud30c\uc77c\ub9c1\uc744 \uc704\ud55c \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud65c\uc131\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\ub85c\ub4dc \ubc38\ub7f0\uc2f1:<\/strong> \uc6f9 \uc2a4\ud06c\ub798\ud551 \ubc0f \ub370\uc774\ud130 \ucd94\ucd9c \uc791\uc5c5\uc758 \uacbd\uc6b0 \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \uc694\uccad\uc744 \uc5ec\ub7ec IP \uc8fc\uc18c\uc5d0 \ubd84\uc0b0\ud558\uc5ec \ub2e8\uc77c \uc18c\uc2a4\uc758 \uacfc\ub3c4\ud55c \ud2b8\ub798\ud53d\uc73c\ub85c \uc778\ud55c IP \ucc28\ub2e8\uc744 \ubc29\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p><strong>\uc9c0\ub9ac\uc801 \uc704\uce58 \ub2e4\uc591\ud654:<\/strong> \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c \uc0ac\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c \uc9c0\ub9ac\uc801 \uc704\uce58\uc5d0\uc11c\uc758 \uc561\uc138\uc2a4\ub97c \uc2dc\ubbac\ub808\uc774\uc158\ud560 \uc218 \uc788\uc73c\uba70 \uc774\ub294 \uc9c0\uc5ed\ubcc4 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \ub54c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p>OneProxy\uc640 \uac19\uc740 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ud504\ub85d\uc2dc \uc11c\ubc84 \uacf5\uae09\uc790\ub97c \uc0ac\uc6a9\ud568\uc73c\ub85c\uc368 \ub370\uc774\ud130 \uc804\ubb38\uac00\ub294 \ub370\uc774\ud130 \ubd84\uc11d \uae30\ub2a5\uc744 \ud5a5\uc0c1\ud558\uace0 \uc81c\uc57d\uc774\ub098 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubb38\uc81c \uc5c6\uc774 \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc5d0 \ub300\ud55c \uc6d0\ud65c\ud55c \uc561\uc138\uc2a4\ub97c \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uad00\ub828\ub41c \ub9c1\ud06c\ub4e4<\/h2>\n<p>Pandas \ud504\ub85c\ud30c\uc77c\ub9c1\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ub0b4\uc6a9\uc744 \ubcf4\ub824\uba74 \ub2e4\uc74c \ub9ac\uc18c\uc2a4\ub97c \ud0d0\uc0c9\ud558\uc138\uc694.<\/p>\n<ul>\n<li><a href=\"https:\/\/pandas-profiling.github.io\/pandas-profiling\/docs\/\" target=\"_new\" rel=\"noopener nofollow\">Pandas \ud504\ub85c\ud30c\uc77c\ub9c1 \ubb38\uc11c<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/pandas-profiling\/pandas-profiling\" target=\"_new\" rel=\"noopener nofollow\">GitHub \uc800\uc7a5\uc18c<\/a><\/li>\n<li><a href=\"https:\/\/www.datacamp.com\/community\/tutorials\/pandas-profiling-python\" target=\"_new\" rel=\"noopener nofollow\">DataCamp \ud29c\ud1a0\ub9ac\uc5bc<\/a><\/li>\n<\/ul>","protected":false},"featured_media":469109,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-478332","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Pandas Profiling: Unveiling the Power of Data Analysis and Visualization<\/mark>","faq_items":[{"question":"What is Pandas profiling?","answer":"<p>Pandas profiling is a powerful data analysis and visualization tool in Python. It simplifies exploratory data analysis by automatically generating insightful reports and visualizations, providing valuable insights into the structure and content of data.<\/p>"},{"question":"Who developed Pandas profiling, and when was it first introduced?","answer":"<p>Pandas profiling was developed by Stefanie Molin and a group of data enthusiasts in 2016. It was initially released as a side project and gained rapid popularity among data professionals.<\/p>"},{"question":"What does the Pandas profiling report include?","answer":"<p>The Pandas profiling report includes detailed statistics such as mean, median, minimum, maximum, and quartiles for numerical columns. It also identifies data types, missing values, correlations between variables, common values in categorical columns, and provides histograms for data distribution.<\/p>"},{"question":"How does Pandas profiling work internally?","answer":"<p>Pandas profiling collects basic information about the dataset, computes descriptive statistics, generates visualizations, performs correlation analysis, and identifies categorical values and missing data points.<\/p>"},{"question":"What are the types of Pandas profiling reports available?","answer":"<p>Pandas profiling provides two types of reports: the overview report, which offers a concise summary of the dataset, and the full report, which provides a comprehensive analysis of each feature.<\/p>"},{"question":"In which Python environment does Pandas profiling integrate seamlessly?","answer":"<p>Pandas profiling seamlessly integrates with Jupyter Notebooks, enhancing the data exploration experience within the notebook environment.<\/p>"},{"question":"What are the challenges faced while using Pandas profiling?","answer":"<p>For exceptionally large datasets, the profiling process may become time-consuming and resource-intensive, potentially leading to memory issues. However, users can address these challenges by analyzing a representative sample of the dataset or optimizing code for memory usage.<\/p>"},{"question":"How can proxy servers be associated with Pandas profiling?","answer":"<p>Proxy servers, like those provided by OneProxy, can ensure data privacy and security by acting as intermediaries between the data source and the profiling tool. They can also help bypass access restrictions and distribute requests across multiple IP addresses for improved load balancing and geolocation diversification.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/478332","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/478332\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media\/469109"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media?parent=478332"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}