{"id":1110,"date":"2022-11-13T13:09:29","date_gmt":"2022-11-13T04:09:29","guid":{"rendered":"https:\/\/www.sobal.co.jp\/dxweb\/?post_type=solutions&#038;p=1110"},"modified":"2022-11-25T11:09:26","modified_gmt":"2022-11-25T02:09:26","slug":"data-analysis","status":"publish","type":"solutions","link":"https:\/\/www.sobal.co.jp\/dxweb\/solutions\/data-analysis\/","title":{"rendered":"\u4e88\u6e2c\uff0f\u5224\u5b9a\u30e2\u30c7\u30eb\u3001\u30c7\u30fc\u30bf\u5206\u6790"},"content":{"rendered":"\n<div id=\"wp-block-themeisle-blocks-advanced-columns-30ff841d\" class=\"wp-block-themeisle-blocks-advanced-columns has-1-columns has-desktop-equal-layout has-tablet-equal-layout has-mobile-equal-layout has-vertical-unset\"><div class=\"wp-block-themeisle-blocks-advanced-columns-overlay\"><\/div><div class=\"innerblocks-wrap\">\n<div id=\"wp-block-themeisle-blocks-advanced-column-3636d5b3\" class=\"wp-block-themeisle-blocks-advanced-column\">\n<div class=\"wp-block-vk-blocks-heading\"><div class=\"vk_heading vk_heading-style-default\"><h2 class=\"vk_heading_title vk_heading_title-style-default\"><span><strong>\u7d71\u8a08\/\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u53ef\u8996\u5316\/\u7279\u5fb4\u62bd\u51fa\/\u30e2\u30c7\u30ea\u30f3\u30b0<\/strong><\/span><\/h2><\/div><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"910\" height=\"230\" src=\"https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/11\/edit7.png\" alt=\"\" class=\"wp-image-426\" srcset=\"https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/11\/edit7.png 910w, https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/11\/edit7-300x76.png 300w, https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/11\/edit7-768x194.png 768w\" sizes=\"auto, (max-width: 910px) 100vw, 910px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-vk-blocks-outer vkb-outer-50ce38ab-03fe-4fc8-9224-8ee4494fbdbf vk_outer vk_outer-width-normal vk_outer-paddingLR-use vk_outer-paddingVertical-use vk_outer-bgPosition-normal vk_block-margin-md--margin-bottom data-analysis-list\"><span class=\"vk_outer-background-area has-background has-background-dim has-background-dim-5\" style=\"background-color:#e1e1e1\"><\/span><div><div class=\"vk_outer_container\">\n<div class=\"wp-block-vk-blocks-grid-column vk_gridColumn\"><div class=\"row\">\n<div class=\"wp-block-vk-blocks-grid-column-item vk_gridColumn_item col-12 col-sm-6 col-md-6 col-lg-6 col-xl-6 col-xxl-6\"><div class=\"vk_gridColumn_item_inner  \" style=\"padding-top:0px\">\n<ul class=\"vk-has-vk-color-primary-dark-color ticss-ae1066ba vk_block-margin-md--margin-bottom is-style-vk-check-circle-mark has-vk-color-primary-dark-color has-text-color wp-block-list\"><li><strong>\u30da\u30c3\u30c8\u30d8\u30eb\u30b9\u30b1\u30a2\u7d71\u8a08\u30e2\u30c7\u30eb<\/strong><\/li><li><strong>\u6d77\u6d0b\u990a\u6b96\u751f\u7269\u3078\u3044\u6b7b\u539f\u56e0\u63a8\u5b9a<\/strong><\/li><li><strong>\u682a\u4fa1\u4e88\u6e2c\u30e2\u30c7\u30eb<\/strong><\/li><li><strong>\u6587\u82b8\u4f5c\u54c1\u8457\u8005\u5224\u5b9a\u30e2\u30c7\u30eb<\/strong><\/li><\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-vk-blocks-grid-column-item vk_gridColumn_item col-12 col-sm-6 col-md-6 col-lg-6 col-xl-6 col-xxl-6\">\n<ul class=\"is-style-vk-check-circle-mark vk-has-vk-color-primary-dark-color ticss-ae1066ba vk_block-margin-md--margin-bottom has-vk-color-primary-dark-color has-text-color wp-block-list\"><li><strong>\u30b9\u30de\u30db\u30a2\u30d7\u30ea\u7a3c\u50cd\u30c7\u30fc\u30bf\u5206\u6790<\/strong><\/li><li><strong>\u8fb2\u4f5c\u7269\u5712\u5834\u30c7\u30fc\u30bf\u5206\u6790<\/strong><\/li><li><strong>\u4ecb\u8b77\u65bd\u8a2d\u30d2\u30e4\u30ea\u30cf\u30c3\u30c8\u5206\u6790<\/strong><\/li><li><strong>\u5e97\u8217\u58f2\u4e0a\u4e88\u6e2c\u30e2\u30c7\u30eb<\/strong><\/li><\/ul>\n<\/div>\n<\/div><\/div>\n<\/div><\/div><\/div><style type=\"text\/css\">\n\t.vkb-outer-50ce38ab-03fe-4fc8-9224-8ee4494fbdbf .vk_outer_container{\n\t\tpadding-left:0px;\n\t\tpadding-right:0px;\n\t}\n\t@media (min-width: 576px) {\n\t\t.vkb-outer-50ce38ab-03fe-4fc8-9224-8ee4494fbdbf .vk_outer_container{\n\t\t\tpadding-left:0px;\n\t\t\tpadding-right:0px;\n\t\t}\n\t}\n\t@media (min-width: 992px) {\n\t\t.vkb-outer-50ce38ab-03fe-4fc8-9224-8ee4494fbdbf .vk_outer_container{\n\t\t\tpadding-left:0px;\n\t\t\tpadding-right:0px;\n\t\t}\n\t}\n\t<\/style>\n\n\n\n<div class=\"wp-block-vk-blocks-grid-column vk_gridColumn data-analysis-cases\"><div class=\"row\">\n<div class=\"wp-block-vk-blocks-grid-column-item vk_gridColumn_item col-12 col-sm-6 col-md-6 col-lg-6 col-xl-6 col-xxl-6\" style=\"margin-bottom:30px\">\n<div class=\"wp-block-vk-blocks-outer vkb-outer-3f588e0f-b3c2-4a78-a4b6-666bc50ddd28 vk_outer vk_outer-width-normal vk_outer-paddingLR-use vk_outer-paddingVertical-none vk_outer-bgPosition-normal\" style=\"border:none;border-radius:0px\" id=\"pet\"><span class=\"vk_outer-background-area has-background has-background-dim has-background-dim-5\" style=\"background-color:#e1e1e1\"><\/span><div><div class=\"vk_outer_separator vk_outer_separator-position-upper vk_outer_separator-type-triangle\" style=\"padding-bottom:25px\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 100 100\" preserveAspectRatio=\"none\"><path d=\"m0,100 h43.75 l6.25,-25 l6.25,25 h6.25 v100 h-100 z\" stroke-width=\"0\" fill=\"currentColor\" class=\"has-text-color has-vk-color-primary-dark-color\"><\/path><\/svg><\/div><div class=\"vk_outer_container\">\n<div class=\"wp-block-vk-blocks-heading ticss-1c80ca8f\"><div class=\"vk_heading vk_heading-style-default\"><h3 class=\"vk_heading_title vk_heading_title-style-default\"><span>\u30da\u30c3\u30c8\u30d8\u30eb\u30b9\u30b1\u30a2\u7d71\u8a08\u30e2\u30c7\u30eb<\/span><\/h3><\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/10\/ai_case_pet_640x640-200x200-1.jpg\" alt=\"\" class=\"wp-image-241\" srcset=\"https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/10\/ai_case_pet_640x640-200x200-1.jpg 200w, https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/10\/ai_case_pet_640x640-200x200-1-150x150.jpg 150w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure>\n<\/div>\n\n\n<p>\u30da\u30c3\u30c8\u306e\u751f\u4f53\u60c5\u5831\u30c7\u30fc\u30bf\u3092\u5143\u306b\u3001\u7d71\u8a08\u89e3\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u3001\u30da\u30c3\u30c8\u306e\u5065\u5eb7\u72b6\u614b\u3092\u63a8\u5b9a\u3059\u308b\u7d71\u8a08\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u5b9f\u65bd\u3002<\/p>\n\n\n\n<div class=\"wp-block-vk-blocks-border-box vk_borderBox vk_borderBox-background-transparent is-style-vk_borderBox-style-solid-kado-tit-tab\"><div class=\"vk_borderBox_title_container\"><i class=\"\"><\/i><h4 class=\"vk_borderBox_title\">\u4f7f\u7528\u30e9\u30a4\u30d6\u30e9\u30ea<\/h4><\/div><div class=\"vk_borderBox_body\">\n<p>numpy\u3001pandas\u3001seaborn\u3001matplotlib\u3001scikit-learn\u3001scipy<\/p>\n<\/div><\/div>\n<\/div><\/div><\/div><style type=\"text\/css\">\n\t.vkb-outer-3f588e0f-b3c2-4a78-a4b6-666bc50ddd28 .vk_outer_container{\n\t\tpadding-left:0px;\n\t\tpadding-right:0px;\n\t}\n\t@media (min-width: 576px) {\n\t\t.vkb-outer-3f588e0f-b3c2-4a78-a4b6-666bc50ddd28 .vk_outer_container{\n\t\t\tpadding-left:0px;\n\t\t\tpadding-right:0px;\n\t\t}\n\t}\n\t@media (min-width: 992px) {\n\t\t.vkb-outer-3f588e0f-b3c2-4a78-a4b6-666bc50ddd28 .vk_outer_container{\n\t\t\tpadding-left:0px;\n\t\t\tpadding-right:0px;\n\t\t}\n\t}\n\t<\/style>\n<\/div>\n\n\n\n<div class=\"wp-block-vk-blocks-grid-column-item vk_gridColumn_item col-12 col-sm-6 col-md-6 col-lg-6 col-xl-6 col-xxl-6\" style=\"margin-bottom:30px\">\n<div class=\"wp-block-vk-blocks-outer vkb-outer-2d902323-64c5-445f-ad1e-c240e6b91ba2 vk_outer vk_outer-width-normal vk_outer-paddingLR-use vk_outer-paddingVertical-none vk_outer-bgPosition-normal has-border-color has-cyan-bluish-gray-border-color\" style=\"border:none;border-radius:0px\"><span class=\"vk_outer-background-area has-background has-background-dim has-background-dim-5\" style=\"background-color:#e1e1e1\"><\/span><div><div class=\"vk_outer_separator vk_outer_separator-position-upper vk_outer_separator-type-triangle\" style=\"padding-bottom:25px\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 100 100\" preserveAspectRatio=\"none\"><path d=\"m0,100 h43.75 l6.25,-25 l6.25,25 h6.25 v100 h-100 z\" stroke-width=\"0\" fill=\"currentColor\" class=\"has-text-color has-vk-color-primary-dark-color\"><\/path><\/svg><\/div><div class=\"vk_outer_container\">\n<div class=\"wp-block-vk-blocks-heading\"><div class=\"vk_heading vk_heading-style-default\"><h3 class=\"vk_heading_title vk_heading_title-style-default\"><span>\u6d77\u6d0b\u990a\u6b96\u751f\u7269\u3078\u3044\u6b7b\u539f\u56e0\u63a8\u5b9a<\/span><\/h3><\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/10\/ai_case_fish_640x640-200x200-1.jpg\" alt=\"\" class=\"wp-image-243\" srcset=\"https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/10\/ai_case_fish_640x640-200x200-1.jpg 200w, https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/10\/ai_case_fish_640x640-200x200-1-150x150.jpg 150w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure>\n<\/div>\n\n\n<p>\u6d77\u6d0b\u3067\u990a\u6b96\u3057\u3066\u3044\u308b\u751f\u7269\u306e\u6583\u6b7b\u306b\u3064\u3044\u3066\u306e\u539f\u56e0\u63a8\u5b9a\u306e\u305f\u3081\u3001\u6d77\u6d0b\u30c7\u30fc\u30bf\u3092\u5143\u306b\u7279\u5fb4\u63a2\u7d22\u3084\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u5206\u6790\u7b49\u3092\u5b9f\u65bd\u3002<br>\u8a72\u5f53\u3059\u308b\u751f\u7269\u81ea\u4f53\u306e\u8abf\u67fb\u3084\u56fd\u5185\u5225\u5730\u57df\u306e\u8abf\u67fb\u7b49\u3001\u7d14\u7c8b\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3060\u3051\u3067\u306a\u304f\u95a2\u9023\u3059\u308b\u77e5\u8b58\u3084\u60c5\u5831\u3092\u53ce\u96c6\u3057\u306a\u304c\u3089\u5b9f\u65bd\u3002<\/p>\n\n\n\n<div class=\"wp-block-vk-blocks-border-box vk_borderBox vk_borderBox-background-transparent is-style-vk_borderBox-style-solid-kado-tit-tab\"><div class=\"vk_borderBox_title_container\"><i class=\"\"><\/i><h4 class=\"vk_borderBox_title\">\u4f7f\u7528\u30e9\u30a4\u30d6\u30e9\u30ea<\/h4><\/div><div class=\"vk_borderBox_body\">\n<p>numpy\u3001pandas\u3001seaborn\u3001matplotlib\u3001scikit-learn\u3001scipy<\/p>\n<\/div><\/div>\n<\/div><\/div><\/div><style type=\"text\/css\">\n\t.vkb-outer-2d902323-64c5-445f-ad1e-c240e6b91ba2 .vk_outer_container{\n\t\tpadding-left:0px;\n\t\tpadding-right:0px;\n\t}\n\t@media (min-width: 576px) {\n\t\t.vkb-outer-2d902323-64c5-445f-ad1e-c240e6b91ba2 .vk_outer_container{\n\t\t\tpadding-left:0px;\n\t\t\tpadding-right:0px;\n\t\t}\n\t}\n\t@media (min-width: 992px) {\n\t\t.vkb-outer-2d902323-64c5-445f-ad1e-c240e6b91ba2 .vk_outer_container{\n\t\t\tpadding-left:0px;\n\t\t\tpadding-right:0px;\n\t\t}\n\t}\n\t<\/style>\n<\/div>\n\n\n\n<div class=\"wp-block-vk-blocks-grid-column-item vk_gridColumn_item col-12 col-sm-6 col-md-6 col-lg-6 col-xl-6 col-xxl-6\" style=\"margin-bottom:30px\">\n<div class=\"wp-block-vk-blocks-outer vkb-outer-89d8c280-cc25-4822-82c3-8a939035dc62 vk_outer vk_outer-width-normal vk_outer-paddingLR-use vk_outer-paddingVertical-none vk_outer-bgPosition-normal\" style=\"border:none;border-radius:0px\"><span class=\"vk_outer-background-area has-background has-background-dim has-background-dim-5\" style=\"background-color:#e1e1e1\"><\/span><div><div class=\"vk_outer_separator vk_outer_separator-position-upper vk_outer_separator-type-triangle\" style=\"padding-bottom:25px\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 100 100\" preserveAspectRatio=\"none\"><path d=\"m0,100 h43.75 l6.25,-25 l6.25,25 h6.25 v100 h-100 z\" stroke-width=\"0\" fill=\"currentColor\" class=\"has-text-color has-vk-color-primary-dark-color\"><\/path><\/svg><\/div><div class=\"vk_outer_container\">\n<div class=\"wp-block-vk-blocks-heading\"><div class=\"vk_heading vk_heading-style-default\"><h3 class=\"vk_heading_title vk_heading_title-style-default\"><span>\u682a\u4fa1\u4e88\u6e2c\u30e2\u30c7\u30eb<\/span><\/h3><\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/11\/ai_case_stock_640x640-200x200-1.jpg\" alt=\"\" class=\"wp-image-441\" srcset=\"https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/11\/ai_case_stock_640x640-200x200-1.jpg 200w, https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/11\/ai_case_stock_640x640-200x200-1-150x150.jpg 150w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure>\n<\/div>\n\n\n<p>\u95a2\u9023\u60c5\u5831\uff08\u9298\u67c4\u3001\u682a\u4fa1\u3001\u30d5\u30a1\u30f3\u30c0\u30e1\u30f3\u30bf\u30eb\u7b49\uff09\u3092\u4f7f\u7528\u3057\u4e0a\u5834\u4f01\u696d\u304c\u6c7a\u7b97\u77ed\u4fe1\u3092\u516c\u958b\u3057\u305f\u65e5\u4ed8\u304b\u3089\u4e00\u5b9a\u671f\u9593\u5185\u306e\u682a\u4fa1\u306e\u6700\u9ad8\u5024\u304a\u3088\u3073\u6700\u5b89\u5024\u3092\u4e88\u6e2c\u3059\u308b\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3002<\/p>\n\n\n\n<div class=\"wp-block-vk-blocks-border-box vk_borderBox vk_borderBox-background-transparent is-style-vk_borderBox-style-solid-kado-tit-tab\"><div class=\"vk_borderBox_title_container\"><i class=\"\"><\/i><h4 class=\"vk_borderBox_title\">\u4f7f\u7528\u30e9\u30a4\u30d6\u30e9\u30ea<\/h4><\/div><div class=\"vk_borderBox_body\">\n<p>numpy\u3001pandas\u3001matplotlib\u3001scikit-learn\u3001LightGBM<\/p>\n<\/div><\/div>\n<\/div><\/div><\/div><style type=\"text\/css\">\n\t.vkb-outer-89d8c280-cc25-4822-82c3-8a939035dc62 .vk_outer_container{\n\t\tpadding-left:0px;\n\t\tpadding-right:0px;\n\t}\n\t@media (min-width: 576px) {\n\t\t.vkb-outer-89d8c280-cc25-4822-82c3-8a939035dc62 .vk_outer_container{\n\t\t\tpadding-left:0px;\n\t\t\tpadding-right:0px;\n\t\t}\n\t}\n\t@media (min-width: 992px) {\n\t\t.vkb-outer-89d8c280-cc25-4822-82c3-8a939035dc62 .vk_outer_container{\n\t\t\tpadding-left:0px;\n\t\t\tpadding-right:0px;\n\t\t}\n\t}\n\t<\/style>\n<\/div>\n\n\n\n<div class=\"wp-block-vk-blocks-grid-column-item vk_gridColumn_item col-12 col-sm-6 col-md-6 col-lg-6 col-xl-6 col-xxl-6\" style=\"margin-bottom:30px\">\n<div class=\"wp-block-vk-blocks-outer vkb-outer-ed2cdf2c-e6d5-409f-b2a3-d75394ae8dda vk_outer vk_outer-width-normal vk_outer-paddingLR-use vk_outer-paddingVertical-none vk_outer-bgPosition-normal\" style=\"border:none;border-radius:0px\"><span class=\"vk_outer-background-area has-background has-background-dim has-background-dim-5\" style=\"background-color:#e1e1e1\"><\/span><div><div class=\"vk_outer_separator vk_outer_separator-position-upper vk_outer_separator-type-triangle\" style=\"padding-bottom:25px\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 100 100\" preserveAspectRatio=\"none\"><path d=\"m0,100 h43.75 l6.25,-25 l6.25,25 h6.25 v100 h-100 z\" stroke-width=\"0\" fill=\"currentColor\" class=\"has-text-color has-vk-color-primary-dark-color\"><\/path><\/svg><\/div><div class=\"vk_outer_container\">\n<div class=\"wp-block-vk-blocks-heading\"><div class=\"vk_heading vk_heading-style-default\"><h3 class=\"vk_heading_title vk_heading_title-style-default\"><span>\u6587\u82b8\u4f5c\u54c1\u8457\u8005\u5224\u5b9a<\/span><\/h3><\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/11\/ai_case_book_640x640-200x200-1.jpg\" alt=\"\" class=\"wp-image-442\" srcset=\"https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/11\/ai_case_book_640x640-200x200-1.jpg 200w, https:\/\/www.sobal.co.jp\/dxweb\/wp-content\/uploads\/2022\/11\/ai_case_book_640x640-200x200-1-150x150.jpg 150w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/figure>\n<\/div>\n\n\n<p>\u6587\u82b8\u4f5c\u54c1\u7d044700\uff08\u4f5c\u5bb610\u540d\uff09\u306e\u4e2d\u304b\u3089\u3001\u6587\u7ae0\u306e\u7279\u5fb4\u3084\u72ec\u81ea\u306e\u8868\u73fe\u65b9\u6cd5\u7b49\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6280\u8853\u3068\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u3063\u3066\u3042\u308b\u8457\u8005\u306e\u4f5c\u54c1\u3067\u3042\u308b\u304b\u3092\u5224\u5b9a\u3059\u308b\u30e2\u30c7\u30eb\u306e\u958b\u767a\u3002<\/p>\n\n\n\n<div class=\"wp-block-vk-blocks-border-box vk_borderBox vk_borderBox-background-transparent is-style-vk_borderBox-style-solid-kado-tit-tab\"><div class=\"vk_borderBox_title_container\"><i class=\"\"><\/i><h4 class=\"vk_borderBox_title\">\u624b\u6cd5 \/ 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