{"id":492736,"date":"2022-04-22T16:33:00","date_gmt":"2022-04-22T16:33:00","guid":{"rendered":"https:\/\/www.capgemini.com\/pt-en\/?p=492736"},"modified":"2025-03-26T09:30:02","modified_gmt":"2025-03-26T09:30:02","slug":"whats-the-difference-between-a-kinder-egg-and-meta-data","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/pt-en\/insights\/expert-perspectives\/whats-the-difference-between-a-kinder-egg-and-meta-data\/","title":{"rendered":"What\u2019s the difference between a Kinder egg and meta data?"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>What\u2019s the difference between a Kinder egg and meta data?<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2021\/08\/cg-logo.png?w=330?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Capgemini<\/h5><h5 class=\"blog-date\">22 Apr 2022<\/h5><\/div><\/div><div class=\"brand-image\"> <\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/pt-en\/insights\/expert-perspectives\/whats-the-difference-between-a-kinder-egg-and-meta-data\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?url=https:\/\/www.capgemini.com\/pt-en\/insights\/expert-perspectives\/whats-the-difference-between-a-kinder-egg-and-meta-data\/&amp;text=What%E2%80%99s%20the%20difference%20between%20a%20Kinder%20egg%20and%20meta%20data%3F\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/pt-en\/insights\/expert-perspectives\/whats-the-difference-between-a-kinder-egg-and-meta-data\/&amp;text=What%E2%80%99s%20the%20difference%20between%20a%20Kinder%20egg%20and%20meta%20data%3F\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\">For one, you start off by \u201cguessing\u201d whether you will get a figurine or just an assemble toy \u2013 but for the other, \u201cguessing\u201d cannot give you a clear view. Let\u2019s explain this better.<\/h3>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"879\" height=\"640\" src=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/26\/2022\/11\/egg-picture.jpg\" alt=\"\" class=\"wp-image-512697\" srcset=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2022\/11\/egg-picture.jpg 879w, https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2022\/11\/egg-picture.jpg?resize=300,218 300w, https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2022\/11\/egg-picture.jpg?resize=768,559 768w\" sizes=\"auto, (max-width: 879px) 100vw, 879px\" \/><\/figure>\n\n\n\n<p><strong>We\u2019ve all shaken Kinder eggs to \u201cguess\u201d what\u2019s inside and raise our chance of getting one of the figurines. I know of people who have even put them on the vegetable scale to increase their odds (many years ago, the figures had a higher weight than the assemble stuff!). But in the end, it was all boiled down to guess work.<br><\/strong><\/p>\n\n\n\n<p>But, when we deal with data, we don\u2019t want to guess. We want to get the clearest view on \u201cwhat\u2019s inside.\u201d And with the&nbsp;<em>Data Mesh<\/em>&nbsp;approach, in which we create&nbsp;<em>Data Products<\/em> to reuse existing data, this is more important than ever. But how do we do that?<\/p>\n\n\n\n<p>First, let\u2019s have a look on \u2018What is a data product\u2019 again. In&nbsp;<a href=\"https:\/\/medium.com\/@arne.rossmann\/data-mesh-not-such-a-new-concept-after-all-d0d57f1ec6cc\" target=\"_blank\" rel=\"noreferrer noopener\">the last post<\/a>&nbsp;I sketched the Data Product already. It has these main elements in it:<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"941\" height=\"681\" src=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/26\/2022\/11\/RC_Shaking-the-Kinder-diagram1.png\" alt=\"\" class=\"wp-image-512699\" srcset=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2022\/11\/RC_Shaking-the-Kinder-diagram1.png 941w, https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2022\/11\/RC_Shaking-the-Kinder-diagram1.png?resize=300,217 300w, https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2022\/11\/RC_Shaking-the-Kinder-diagram1.png?resize=768,556 768w\" sizes=\"auto, (max-width: 941px) 100vw, 941px\" \/><\/figure>\n\n\n\n<p>Ideally, everything is&nbsp;<em>code<\/em>&nbsp;based, including setting up the infrastructure (infrastructure as code), data transformation steps etc.<\/p>\n\n\n\n<p>The required infrastructure for that data product is connected to it. Depending on the type and usage of the product, it can vary.<\/p>\n\n\n\n<p>Usually there are two main types:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The input and output ports are the connectors to the data sources (input) and to the data consumers (output). Depending on the type of data product and the data sources and uses cases, these can be regular API endpoints like jdbc, s3, kafka, mqtt, https, &amp;mldr; .<\/li>\n\n\n\n<li>But the more important (at least for this post) port is the Control Port. Why? Well, with this specific endpoint we get information from and control the defined data product.<\/li>\n<\/ul>\n\n\n\n<p>So let\u2019s take an example:<\/p>\n\n\n\n<p><em>As a business user, in order to reuse existing data, I want to get the following information from a Data Product within my organization:<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>In what domain is that data product?<\/li>\n\n\n\n<li>Who has created it?<\/li>\n\n\n\n<li>What information \/ fields are available?<\/li>\n\n\n\n<li>when was it updated last time?<\/li>\n\n\n\n<li>what is the data quality of it?<\/li>\n\n\n\n<li>what data sources is this Data Product connected to?<\/li>\n\n\n\n<li>what connection options I have to work with the Data Product?<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-here-is-where-the-control-port-comes-in-as-it-provides-a-consistent-view-on-the-data-product\"><strong>Here is where the Control Port comes in \u2013 as it provides a consistent view on the Data Product.<\/strong><\/h4>\n\n\n\n<p>Endpoints are e.g.:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>metadata {name, owner, source systems}<\/li>\n\n\n\n<li>lineage information<\/li>\n\n\n\n<li>address of ports {input, output}<\/li>\n\n\n\n<li>schema {input, output}. link to company ontology<\/li>\n\n\n\n<li>audit<\/li>\n\n\n\n<li>metrics, i.e.<\/li>\n\n\n\n<li>last updated timestamp<\/li>\n\n\n\n<li>loading frequency<\/li>\n\n\n\n<li>loading time (how long did it take to load data)<\/li>\n\n\n\n<li>data volume<\/li>\n\n\n\n<li>data quality metrics {e.g. # of unmapped records}<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"754\" src=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/26\/2022\/11\/RC_Shaking-the-Kinder-diagram2.png\" alt=\"\" class=\"wp-image-512700\" srcset=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2022\/11\/RC_Shaking-the-Kinder-diagram2.png 960w, https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2022\/11\/RC_Shaking-the-Kinder-diagram2.png?resize=300,236 300w, https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2022\/11\/RC_Shaking-the-Kinder-diagram2.png?resize=768,603 768w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/figure>\n\n\n\n<p>As you can see in the image above, the Control Port collects the information from a wide variety of sources like the Data Catalog, Data Quality Tool, the Data Lineage Tool, or the DataOps tool of the Platform Foundation. It acts like an endpoint federation, as i.e. usually the Data Catalog tool of choice provides:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>a nice integration to publish the data product into the catalog<\/li>\n\n\n\n<li>an API to get information out of the catalog<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-the-same-applies-or-should-be-applied-to-the-other-components-of-the-data-trust-layer\"><strong>The same applies (or should be applied) to the other components of the Data Trust layer.<br><\/strong><\/h4>\n\n\n\n<p>So let\u2019s take an example on the metrics, as these are quite commonly required by the business in order evaluate further usage of the existing Data Product. When the business has easy access to the metrics of a Data Product, it can easily evaluate how much value this Data Product brings it for their use case(s). The exemplary metrics mentioned above give a good overview on typical demands and have their basis in the&nbsp;<a href=\"https:\/\/sre.google\/workbook\/data-processing\/\" target=\"_blank\" rel=\"noreferrer noopener\">SRE Workbook<\/a>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-but-how-does-the-user-get-this-information-do-they-have-to-query-the-api\"><strong>But how does the user get this information? Do they have to query the API?<\/strong><\/h4>\n\n\n\n<p>Well, this information has to be available as API endpoints to allow automatic processing. But for Business Users there has to be a proper front-end incorporating them and allowing the search, along with clear visual exploration and interaction with the underlying information. This can be a custom front-end communicating with underlying API or off the shelf tools. (Due to the broad landscape of these tools on the market, a separate post is required to capture that topic)<br>So, if we go back to the initial question: Yes, the majority of us has found ways to increase the chance to get a rare mini figure as the surprise in the Kinder eggs. And we were creative with it. But nowadays, when we talk about finding the right Data Product(s) for the use cases, it doesn\u2019t need shaking or a scale. In a proper Data Mesh based architecture, all the relevant information are available at the control port and consumable via an API&nbsp;<strong>AND<\/strong>&nbsp;a proper frontend.<\/p>\n\n\n\n<p>If you\u2019d like to explore this topic or have any queries, please reach out.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-about-the-speaker-nbsp\"><strong><u>About the speaker:&nbsp;<\/u><\/strong><\/h4>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:24% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/26\/2022\/10\/Arne-Rossman.jpg?w=150\" alt=\"\" class=\"wp-image-507198 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<p><a href=\"https:\/\/www.linkedin.com\/in\/arnerossmann\/\" target=\"_blank\" rel=\"noreferrer noopener\">Arne Ro\u00dfmann<\/a><br>Head of AI &amp; Data Engineering Germany,<br>Chief Architect \u2013 Insights &amp; Data at Capgemini<\/p>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-related-webinars\"><strong>Related Webinars:<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"303\" src=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/26\/2022\/11\/Data-mesh-part2-flashcard.jpg\" alt=\"\" class=\"wp-image-512701 size-full\" srcset=\"https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2022\/11\/Data-mesh-part2-flashcard.jpg 600w, https:\/\/www.capgemini.com\/pt-en\/wp-content\/uploads\/sites\/42\/2022\/11\/Data-mesh-part2-flashcard.jpg?resize=300,152 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h4 class=\"wp-block-heading\" id=\"h-data-meshes-amp-knowledge-graphs-part-2\">Data Meshes &amp; Knowledge Graphs \u2013 Part 2<\/h4>\n\n\n\n<p>Knowledge Graph \u2013 The glue within Data Mesh<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.capgemini.com\/pt-en\/news\/events\/data-meshes-knowledge-graphs-part-2\/\">Read more<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":336,"featured_media":510011,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"6102c25c-0f98-4053-98a9-7c0429e7be3c\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":false,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":""},"categories":[1],"tags":[],"brand":[],"service":[],"industry":[],"partners":[],"blog-topic":[83],"content-group":[],"class_list":["post-492736","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","blog-topic-data-and-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What\u2019s the difference between a Kinder egg and meta data? - Capgemini Portugal<\/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.capgemini.com\/pt-en\/insights\/expert-perspectives\/whats-the-difference-between-a-kinder-egg-and-meta-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What\u2019s the difference between a Kinder egg and meta data? - Capgemini Portugal\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/pt-en\/insights\/expert-perspectives\/whats-the-difference-between-a-kinder-egg-and-meta-data\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini Portugal\" \/>\n<meta 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