{"id":12027,"date":"2026-06-19T04:35:10","date_gmt":"2026-06-19T04:35:10","guid":{"rendered":"https:\/\/www.cropland.be\/demelez-vos-spaghettis-de-donnees-sept-2022\/"},"modified":"2026-07-20T13:02:57","modified_gmt":"2026-07-20T13:02:57","slug":"demelez-vos-spaghettis-de-donnees-sept-2022","status":"publish","type":"post","link":"https:\/\/www.cropland.be\/fr\/demelez-vos-spaghettis-de-donnees-sept-2022\/","title":{"rendered":"D\u00e9m\u00ealez vos spaghettis de donn\u00e9es (sept. 2022)"},"content":{"rendered":"<p>News\t\t<\/p>\n<p>Since we started our business at CROPLAND, back in 2013, we have seen many famous quotes on big data, data analytics or data in general. Here are some of our favorites:<\/p>\n<p>\u201cData is the new oil \u2026\u201d<br \/>\u201cIn God we trust, all others must bring data\u201d<br \/>\u201cIf content is King, then data is King Kong\u201d<br \/>\u201cData is the new science, big data holds the answer\u201d<br \/>\u201cWithout data you\u2019re just another person with an opinion\u201d<\/p>\n<p>Today, in 2020, data analytics, and in a broader sense data driven decision-making are becoming increasingly mainstream in business settings; in some organizations it has even been completely integrated in their daily operations.<br \/>In such situations, it\u2019s not uncommon for people to turn around and say \u201cWell \u2026 mission accomplished\u201d or \u201cBeen there, done that \u2026 and got the t-shirt. Actually, we should be happy we have reached this station, no?\u201d<br \/>Well, there is a potential downside to this explosion of data too \u2026 and we, at CROPLAND, call this the data spaghetti. \u201cI\u2019m sorry, data spaghetti?\u201d<br \/>Indeed, almost all operational processes in companies nowadays are digitized. This situation provides many opportunities for deep dives and thorough analyses. These days, almost any system allows a user to export data or reports in csv or other text formats. Many analysts and functional managers have started consolidating these information sources and performing what we call disconnected analyses.<br \/>THE most frequently used tool for such analyses is Microsoft Excel \u2026 and that is where the spaghetti starts.<\/p>\n<p>\u201cThere are more Excel sheets on a manager\u2019s laptop, than there are spaghetti strings in a good spaghetti bolognaise.\u201d<\/p>\n<p><strong>No tomatoes, no real bolognaise. No Excel, no data spaghetti<br \/><\/strong><br \/>Microsoft has made it terribly easy for data to be integrated in Excel; additional plug-ins or tools like PowerQuery even allow users to program ETL (Extract Transfer Load) operations, without having to contact database administrators or high-end developers. With the introduction of PowerBI, we have seen this evolution expand or even explode.<br \/>The tools are not the issue however, it\u2019s how one uses them. Many, if not all, of the data operations in these tools tend to be consecutive; they also contain (hard-coded) links, assumptions and fixed references to (other) temporary data sets.<\/p>\n<p>Some examples:<br \/>* Ever experienced VLOOKUP functions that are not copied down to the bottom of an updated table?<br \/>* Ever had to update a file with a reference to a source file that appears to be gone?<br \/>* Ever forgotten to update the table reference in one of your pivot tables?<br \/>\u2026<\/p>\n<p>What happens is that the data itself is uploaded or generated in one of the nicely established ICT systems (databases), but that the analytics (and therefore also the knowledge) is spread out in several different (versions of) Excel sheets into the organization. All fine, until somebody asks you to send them \u201cthe latest version of the business plan\u201d.<br \/>If this sounds familiar, we feel your pain.<\/p>\n<p><strong>Where are you on your data journey?<\/strong><\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"687\" height=\"451\" src=\"http:\/\/www.cropland.be\/wp-content\/uploads\/2022\/09\/Schermafbeelding-2022-09-22-om-16.03.05.png\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.cropland.be\/wp-content\/uploads\/2022\/09\/Schermafbeelding-2022-09-22-om-16.03.05.png 687w, https:\/\/www.cropland.be\/wp-content\/uploads\/2022\/09\/Schermafbeelding-2022-09-22-om-16.03.05-300x197.png 300w\" sizes=\"auto, (max-width: 687px) 100vw, 687px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<p>Oftentimes, we notice that, as the amount of data in the organization increases, so too does the quality of the decision-making. That is, until a tipping point is reached, and the decision-making quality actually decreases \u2026 due to the data spaghetti.<br \/>In such situations, managers and analysts often tackle with the following issues:<\/p>\n<p>1. How to ensure one single version of the truth?<br \/>Two different people running the same data set, might end up with different conclusions.<\/p>\n<p>2. How to safeguard the quality of the insights and analyses?<br \/>Testing is a talent that is often forgotten and it\u2019s very difficult to detect your own errors, so how do we solve this?<\/p>\n<p>3. How to make our analyses sustainable?<br \/>Many analyses start from an idea, or a question raised by a manager, but the key is to make them sustainable over time. How do we assure continuity?<\/p>\n<p>4. How sophisticated are my data analyses?<br \/>Although today\u2019s (Microsoft) tools are very powerful, they have their limitations too. Some advanced (predictive) analytics are just not possible; what if you want to discover the real power in your data (with data science or A.I.)?<\/p>\n<p><strong>The solution<\/strong><br \/>The solution: an effective data strategy. By implementing an effective data strategy in your organization, you can really start to reap the rewards from the explosive increase in data we have been experiencing over the past decade.<\/p>\n<p>So, if you are a manager who desires one single version of the truth based on an efficient reporting that can encompass complex logics, if you are a manager who wants to harness the full potential of their data and discover the power of Artificial Intelligence \u2026 then give us a call.<\/p>\n<h2>Curious what A.I. can do <br \/>\nfor your business?<\/h2>\n<h2>Explore how you can start benefiting from A.I. during a free A.I. sparring session.<\/h2>\n<h3><a href=\"https:\/\/new.cropland.be\/sparring-session\">Plan your A.I. sparring session here<\/a><\/h3>\n<h2>More about this topic<\/h2>\n","protected":false},"excerpt":{"rendered":"<p>Depuis que nous avons lanc\u00e9 notre activit\u00e9 chez CROPLAND, en 2013, nous avons vu de nombreuses citations c\u00e9l\u00e8bres sur le big data, l&rsquo;analyse de donn\u00e9es ou les donn\u00e9es en g\u00e9n\u00e9ral. Voici quelques-unes de nos pr\u00e9f\u00e9r\u00e9es :<br \/>\n\u00ab Les donn\u00e9es sont le nouveau p\u00e9trole\u2026 \u00bb<br \/>\n\u00ab En Dieu nous croyons, tous les autres doivent apporter des donn\u00e9es \u00bb<br \/>\n\u00ab Si le contenu est roi, alors les donn\u00e9es sont King Kong \u00bb<br \/>\n\u00ab Les donn\u00e9es sont la nouvelle science, le big data d\u00e9tient la r\u00e9ponse \u00bb<br \/>\n\u00ab Sans donn\u00e9es, vous n&rsquo;\u00eates qu&rsquo;une personne de plus avec une opinion \u00bb <\/p>\n","protected":false},"author":1,"featured_media":12033,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[106,101,104,99,78,98],"tags":[86],"class_list":["post-12027","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-finance","category-logistique","category-marketing","category-operations","category-rh","category-ventes","tag-actualites"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>CROPLAND I D\u00e9m\u00ealez vos spaghettis de donn\u00e9es<\/title>\n<meta name=\"description\" content=\"Vous souhaitez exploiter tout le potentiel de vos donn\u00e9es et d\u00e9couvrir la puissance de l&#039;I.A. ? 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