{"id":2867,"date":"2025-06-17T20:55:58","date_gmt":"2025-06-17T17:55:58","guid":{"rendered":"https:\/\/www.flavoria.fi\/?page_id=2867"},"modified":"2025-10-01T13:09:43","modified_gmt":"2025-10-01T10:09:43","slug":"data-catalog","status":"publish","type":"page","link":"https:\/\/www.flavoria.fi\/en\/data-catalog\/","title":{"rendered":"Data Catalog"},"content":{"rendered":"\r\n<p class=\"wp-block-paragraph\">Flavoria Data Catalog is being updated during 2025.<br \/>Old version was hosted in data.utu.fi, which no longer exists.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">Cash Register Data (including Caf\u00e9)<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Cash register data consists of the information normally seen on customer receipts (price, type, time).<br \/>Data is received real-time at the same time as the receipts are printed.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Data format is same as in <a href=\"https:\/\/docs.receipthero.io\/filetypes\/receipthero-json\">ReceiptHERO<\/a>.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">Flavoria Lunch Line data<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">WORK IN PROGRESS<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Example statistics<\/strong><\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"501\" height=\"210\" class=\"wp-image-2977\" src=\"https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/image.png\" alt=\"\" \/><\/figure>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">Waste data<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Plate waste<\/strong><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Plate waste is attributed per meal (see above). <br \/>Total waste for unattributable waste is also measured.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-9d3e7764-87c6-4a9e-80f2-fd3e4ae1a317\" href=\"https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/waste_excel_sample.xls\">waste_excel_sample<\/a><a class=\"wp-block-file__button wp-element-button\" href=\"https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/waste_excel_sample.xls\" download=\"\" aria-describedby=\"wp-block-file--media-9d3e7764-87c6-4a9e-80f2-fd3e4ae1a317\">Download<\/a><\/div>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Kitchen waste (service waste, etc.)<\/strong><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Data is provided by <a href=\"https:\/\/smartkitchen.solutions\/wp-content\/uploads\/2022\/01\/SmartKitchen-WasteScale-user-manual-012022.pdf\">SmartKitchen Waste Scale<\/a><\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">\u00a0<\/h2>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/www.flavoria.fi\/en\/for-customers\/my-flavoria\/\">MyFlavoria<\/a> customer app (incl. surveys)<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">MyFlavoria can be used to identify study subjects via the use of app QR codes.<br \/>Customer&#8217;s tray has RFID tags which can be linked via QR at cash register to the tray.<br \/><strong>NOTE:<\/strong> QR codes alone can also be utilized at cash register to track study subjects.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Surveys can be conducted in any platform, but the supported platform is <a href=\"https:\/\/project-redcap.org\/\">RedCap<\/a> (<a href=\"https:\/\/redcap.utu.fi\/\">UTU<\/a>). <br \/>Surveys can be linked to lunch line data or be triggered by lunch line data.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Example surveys can be found inside the <a href=\"https:\/\/myflavoria.fi\">myflavoria<\/a> app (feedback report in hamburger menu).<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">Grill data<\/h2>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"502\" height=\"759\" class=\"wp-image-3021\" style=\"width: 186px; height: auto;\" src=\"https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/image-3.png\" alt=\"\" srcset=\"https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/image-3.png 502w, https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/image-3-423x640.png 423w\" sizes=\"auto, (max-width: 502px) 100vw, 502px\" \/><\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Real-time grill data is same as in grill infoscreens at Flavoria and linked to cash register data.<br \/><strong>Link to live infoscreens<\/strong>: <a href=\"https:\/\/sdx-pitajanmaki.jeemly.io\/\">https:\/\/sdx-pitajanmaki.jeemly.io\/<\/a><\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><br \/>Other \/ Depreciated<\/h2>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Facial Expression Analysis<\/h3>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">AI cameras were utilized via Vicar analytics for visitor statistics:<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Attributes included:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Person count<\/li>\r\n\r\n\r\n\r\n<li>Apparent gender<\/li>\r\n\r\n\r\n\r\n<li>Age<\/li>\r\n\r\n\r\n\r\n<li>Mood (Neutral, happy, angry, sad, surprised )<\/li>\r\n\r\n\r\n\r\n<li>Lingering duration and time<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"252\" class=\"wp-image-2988\" src=\"https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/image-2-1280x252.png\" alt=\"\" srcset=\"https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/image-2-1280x252.png 1280w, https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/image-2-640x126.png 640w, https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/image-2-768x151.png 768w, https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/image-2-1536x302.png 1536w, https:\/\/www.flavoria.fi\/wp-content\/uploads\/2025\/06\/image-2.png 1647w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>STATUS<\/strong>: <span style=\"text-decoration: underline;\">Depreciated<\/span>, but newer solutions exist depending on needs<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">People Counting<\/h3>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Various people counting sensors were\/are utilized around the restaurant as part of Dining Flow project.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Sensors include:<\/strong><\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>People enter\/exit counting radar (<a href=\"https:\/\/www.minew.com\/wp-content\/uploads\/2023\/08\/MSR01-poster.pdf\">MSR01<\/a>, ~200\u20ac)<\/li>\r\n\r\n\r\n\r\n<li>AI footfall people enter\/exit cameras (<a href=\"https:\/\/www.dahuasecurity.com\/products\/All-Products\/Network-Cameras\/WizMind-5-Series\/S-Series\/2MP\/IPC-HDBW5241R-ASE=S3\">Dahua<\/a>, ~1000\u20ac)<\/li>\r\n\r\n\r\n\r\n<li><a href=\"https:\/\/github.com\/cyberman54\/ESP32-Paxcounter\">PAX device counter<\/a> (~100\u20ac)<\/li>\r\n\r\n\r\n\r\n<li>Cash register data<\/li>\r\n\r\n\r\n\r\n<li>Lunch line tray tracking via RFID<\/li>\r\n<\/ul>\r\n","protected":false},"excerpt":{"rendered":"<p>Flavoria Data Catalog is being updated during 2025.Old version was hosted in data.utu.fi, which no longer exists. Cash Register Data (including Caf\u00e9) Cash register data consists of the information normally seen on customer receipts (price, type, time).Data is received real-time at the same time as the receipts are printed. Data format is same as in [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-base.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-2867","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Catalog - Flavoria<\/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:\/\/www.flavoria.fi\/en\/data-catalog\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Catalog - Flavoria\" \/>\n<meta property=\"og:description\" content=\"Flavoria Data Catalog is being updated during 2025.Old version was hosted in data.utu.fi, which no longer exists. 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