{"id":125,"date":"2022-05-05T13:30:47","date_gmt":"2022-05-05T11:30:47","guid":{"rendered":"https:\/\/kairntech.com\/doc\/?p=125"},"modified":"2025-07-30T14:43:48","modified_gmt":"2025-07-30T12:43:48","slug":"how-to-review-a-dataset","status":"publish","type":"post","link":"https:\/\/kairntech.com\/doc\/how-to-review-a-dataset\/","title":{"rendered":"How to review your dataset?"},"content":{"rendered":"\n<p>After having spent some time annotating data, you may be interested to see how much progress you have made, how many annotations you have added and how they are distributed over the set of labels.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Go to the&nbsp;<em>Documents <\/em>view&nbsp;(Text classification project) or&nbsp;<em>Segments<\/em> view (Entity detection project)&nbsp;<\/li>\n\n\n\n<li>Select &#8220;<strong>Labelled<\/strong>&#8221; in the filter \u201c<strong>Status<\/strong>\u201d<\/li>\n\n\n\n<li>The <strong>result list<\/strong> is your <strong>dataset<\/strong><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"592\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-202-1024x592.png\" alt=\"\" class=\"wp-image-5168\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-202-1024x592.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-202-300x173.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-202-768x444.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-202.png 1517w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Select a <strong>label <\/strong>in the filter &#8220;<strong>Label name<\/strong>&#8221; to do a more targeted review on just this label. This is a good way to see if any annotations are incorrect!<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"592\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-203-1024x592.png\" alt=\"\" class=\"wp-image-5169\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-203-1024x592.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-203-300x174.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-203-768x444.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-203.png 1516w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Apply \u201c<strong>exclusive<\/strong>\u201d mode on the label chips. This is a good way to see if annotations are missing!<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"395\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-204-1024x395.png\" alt=\"\" class=\"wp-image-5171\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-204-1024x395.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-204-300x116.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-204-768x296.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-204.png 1518w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Notes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The dataset must be as&nbsp;<strong>accurate&nbsp;<\/strong>as possible: No false annotations, no <a href=\"https:\/\/kairntech.com\/doc\/faq\/#inconsistencies\" data-type=\"URL\" data-id=\"https:\/\/kairntech.com\/doc\/faq\/#inconsistencies\">inconsistencies<\/a>, no missing annotations<\/li>\n\n\n\n<li>Go the <em>Labels <\/em>view and make sure that the annotations are correctly distributed according to the labels \u2026 as far as possible<\/li>\n\n\n\n<li>If after your annotation effort some types have only received very few examples try to go back to your documents\/segments and add in particular sample for these types.<\/li>\n\n\n\n<li>You can use the menu <strong><em>Dashboard <\/em><\/strong>| <strong><em>Dataset <\/em><\/strong>to see the distribution of annotations. <\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"469\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-206-1024x469.png\" alt=\"\" class=\"wp-image-5175\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-206-1024x469.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-206-300x137.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-206-768x352.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-206-1536x704.png 1536w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-206.png 1914w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Let&#8217;s move on to the next step: <\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-kairntech-documentation wp-block-embed-kairntech-documentation\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"R6RmfeaKT8\"><a href=\"https:\/\/kairntech.com\/doc\/how-to-experiment-categorization-with-models\/\">How to experiment categorization with models?<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;How to experiment categorization with models?&#8221; &#8212; Kairntech Documentation\" src=\"https:\/\/kairntech.com\/doc\/how-to-experiment-categorization-with-models\/embed\/#?secret=Pi71hi2nhh#?secret=R6RmfeaKT8\" data-secret=\"R6RmfeaKT8\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-kairntech-documentation wp-block-embed-kairntech-documentation\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"PDwBdGeGE5\"><a href=\"https:\/\/kairntech.com\/doc\/how-to-experiment-entity-detection-with-models\/\">How to experiment entity detection with models?<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;How to experiment entity detection with models?&#8221; &#8212; Kairntech Documentation\" src=\"https:\/\/kairntech.com\/doc\/how-to-experiment-entity-detection-with-models\/embed\/#?secret=5lpdGzvSvN#?secret=PDwBdGeGE5\" data-secret=\"PDwBdGeGE5\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>After having spent some time annotating data, you may be interested to see how much progress you have made, how many annotations you have added and how they are distributed over the set of labels. Notes: Let&#8217;s move on to the next step:<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-125","post","type-post","status-publish","format-standard","hentry","category-getting-started"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to review your dataset? - Kairntech Documentation<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kairntech.com\/doc\/how-to-review-a-dataset\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to review your dataset? - Kairntech Documentation\" \/>\n<meta property=\"og:description\" content=\"After having spent some time annotating data, you may be interested to see how much progress you have made, how many annotations you have added and how they are distributed over the set of labels. 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