{"id":109,"date":"2016-10-13T00:00:00","date_gmt":"2016-10-12T22:00:00","guid":{"rendered":"https:\/\/blog.deepki.com\/2016\/10\/13\/4-raisons-abandonner-excel-profit-data-analytics\/"},"modified":"2021-08-28T09:58:27","modified_gmt":"2021-08-28T09:58:27","slug":"4-raisons-abandonner-excel-profit-data-analytics","status":"publish","type":"post","link":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/","title":{"rendered":"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc"},"content":{"rendered":"\n<p><strong>Afin d\u2019analyser les consommations \u00e9nerg\u00e9tiques d\u2019un parc immobilier, il est parfois n\u00e9cessaire de <a rel=\"noreferrer noopener\" href=\"https:\/\/www.deepki.com\/fr\/blog\/ville-chesnay-collecte-donnees-patrimoniales\/\" target=\"_blank\">collecter<\/a> des dizaines de milliers de donn\u00e9es. Le volume et la finesse des <a href=\"https:\/\/www.deepki.com\/fr\/glossaire\/donnees-energetiques\/\" target=\"_blank\" rel=\"noreferrer noopener\">donn\u00e9es \u00e9nerg\u00e9tiques<\/a>, patrimoniales et techniques rendent l\u2019analyse sur Excel peu optimale, voire risqu\u00e9e. Voici quatre bonnes raisons de mettre de c\u00f4t\u00e9 Excel au profit des logiciels de <a rel=\"noreferrer noopener\" href=\"https:\/\/www.deepki.com\/fr\/glossaire\/data-analytics-analyse-donnees\/\" target=\"_blank\">data-analytics<\/a>.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1 &#8211; Croiser des variables facilement pour comprendre sa consommation<\/h2>\n\n\n\n<p>Les consommations \u00e9nerg\u00e9tiques sont impact\u00e9es par de nombreuses variables ou combinaisons de variables (m\u00e9t\u00e9o, comportements des utilisateurs, horaires d\u2019ouverture, taux de vacance, niveau d\u2019optimisation des \u00e9quipements, type de construction&#8230;). La difficult\u00e9 de croiser l\u2019ensemble de ces variables sur Excel pour d\u00e9terminer les plus impactants rend l\u2019analyse quasiment impossible (comment repr\u00e9senter graphiquement par exemple une consommation moyenne fonction de plus de 15 variables diff\u00e9rentes quantitatives mais aussi qualitatives ?).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"has-inline-color has-t-black-color\">2 &#8211; Actualiser fr\u00e9quemment de gros jeux de donn\u00e9es<\/span><\/h2>\n\n\n\n<p>Pour b\u00e9n\u00e9ficier de <a href=\"https:\/\/www.deepki.com\/fr\/glossaire\/donnees-energetiques\/\" target=\"_blank\" rel=\"noreferrer noopener\">donn\u00e9es \u00e9nerg\u00e9tiques<\/a> toujours plus actualis\u00e9es et pr\u00e9cises, des relev\u00e9s \u00e0 intervalles r\u00e9guliers sont r\u00e9alis\u00e9s directement via les donn\u00e9es \u00ab aspir\u00e9es \u00bb dans les <a href=\"https:\/\/www.deepki.com\/fr\/glossaire\/factures-energetiques\/\" target=\"_blank\" rel=\"noreferrer noopener\">factures \u00e9nerg\u00e9tiques<\/a>&nbsp;ou sur les compteurs des b\u00e2timents. Ce process de collecte automatique requiert des op\u00e9rations r\u00e9currentes. Quiconque a d\u00e9j\u00e0 utilis\u00e9 Excel pour traiter des masses importantes de donn\u00e9es (tableau de milliers de lignes, feuille de calcul \u00e0 onglets multiples, macro\u2026) conna\u00eet les risques auxquels il s\u2019expose :<br><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>lenteurs,<\/li><li>bugs fr\u00e9quents,<\/li><li>perte des donn\u00e9es d\u00e9j\u00e0 trait\u00e9es.<\/li><\/ul>\n\n\n\n<p class=\"has-text-align-right\"><em>\u00c0 lire \u00e9galement :\u00a0<a href=\"https:\/\/www.deepki.com\/fr\/blog\/tour-monde-petrole-grace-data-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">Un tour du monde sans p\u00e9trole gr\u00e2ce au data-analytics<\/a><\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"has-inline-color has-t-black-color\">3 &#8211; Gagner du temps et \u00e9viter les erreurs<\/span><\/h2>\n\n\n\n<p>L\u2019utilisation de tableaux excel implique souvent une saisie manuelle des donn\u00e9es, op\u00e9ration aussi longue que fastidieuse. Le risque d\u2019erreur est d\u2019autant plus \u00e9lev\u00e9 que le nombre de donn\u00e9es \u00e0 saisir est important. Les logiciels de <a href=\"https:\/\/www.deepki.com\/fr\/glossaire\/data-analytics-analyse-donnees\/\" target=\"_blank\" rel=\"noreferrer noopener\">data-analytics<\/a> (comme l\u2019ETL) automatisent la collecte des donn\u00e9es et r\u00e9duisent le risque d\u2019erreur. Les collaborateurs peuvent alors \u00eatre affect\u00e9s \u00e0 des missions \u00e0 plus forte valeur ajout\u00e9e : analyses, projections, recommandations, actions de p\u00e9dagogie\u2026<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"has-inline-color has-t-black-color\">4 &#8211; Passer d\u2019une analyse du pass\u00e9 \u00e0 une projection du futur<\/span><\/h2>\n\n\n\n<p>Les tableurs excel permettent d\u2019<a href=\"https:\/\/www.deepki.com\/fr\/glossaire\/data-analytics-analyse-donnees\/\" target=\"_blank\" rel=\"noreferrer noopener\">analyser la donn\u00e9e<\/a> \u00e9nerg\u00e9tique a un instant T. S\u2019il est possible de pointer les \u00e9carts de consommation a posteriori, un tableur ne permet pas d\u2019agir par anticipation. En revanche, les logiciels de <a href=\"https:\/\/www.deepki.com\/fr\/glossaire\/data-analytics-analyse-donnees\/\" target=\"_blank\" rel=\"noreferrer noopener\">data-analytics<\/a> (comme les mod\u00e8les pr\u00e9dictifs), contrairement \u00e0 Excel, offrent la possibilit\u00e9 de pr\u00e9dire le futur en s\u2019entra\u00eenant sur les donn\u00e9es du pass\u00e9.<\/p>\n\n\n\n<p><strong>Gain de temps, pertinence de l\u2019analyse, vision prospective\u2026 Les logiciels de <a href=\"https:\/\/www.deepki.com\/fr\/glossaire\/data-analytics-analyse-donnees\/\">data-analytics <\/a>peuvent constituer un puissant moyen pour les gestionnaires immobiliers qui traitent de grandes quantit\u00e9s de donn\u00e9es. Qu\u2019en pensent les concern\u00e9s ? Dans un prochain article, on posera la question \u00e0 Benjamin MERCURIALI.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"has-inline-color has-t-black-color\">Pour aller plus loin :<\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.deepki.com\/fr\/blog\/ville-chesnay-collecte-donnees-patrimoniales\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ville du Chesnay : Quand la collecte des donn\u00e9es patrimoniale devient un jeu d&rsquo;enfant<\/a><\/li><li><a href=\"https:\/\/www.deepki.com\/fr\/blog\/types-donnees-gestionnaire-immobilier-disposition\/\" target=\"_blank\" rel=\"noreferrer noopener\">Les 5 types de donn\u00e9es que tous les gestionnaires immobiliers devraient avoir \u00e0 disposition<\/a><\/li><li><a href=\"https:\/\/www.deepki.com\/fr\/blog\/data-analytics-aide-maitrise-loptimisation-de-vos-contrats-delectricite\/\" target=\"_blank\" rel=\"noreferrer noopener\">Comment le data-analytics vous aide dans la ma\u00eetrise et l&rsquo;optimisation de vos contrats d&rsquo;\u00e9lectricit\u00e9 ?<\/a><\/li><\/ul>\n\n\n<p><a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/19531822\/1443ceae-0cfb-4fdf-b583-da0937248a6e\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"hs-cta-img\" id=\"hs-cta-img-1443ceae-0cfb-4fdf-b583-da0937248a6e\" style=\"border-width:0px;\" height=\"865\" width=\"1667\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/19531822\/1443ceae-0cfb-4fdf-b583-da0937248a6e.png\"  alt=\"New call-to-action\"\/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(19531822, '1443ceae-0cfb-4fdf-b583-da0937248a6e', {\"region\":\"na1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Afin d\u2019analyser les consommations \u00e9nerg\u00e9tiques d\u2019un parc immobilier, il est parfois n\u00e9cessaire de collecter des dizaines de milliers de donn\u00e9es. Le volume et la finesse des donn\u00e9es \u00e9nerg\u00e9tiques, patrimoniales et techniques rendent l\u2019analyse sur Excel peu optimale, voire risqu\u00e9e. Voici quatre bonnes raisons de mettre de c\u00f4t\u00e9 Excel au profit des logiciels de data-analytics. 1 [&hellip;]<\/p>\n","protected":false},"author":37,"featured_media":110,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[120],"tags":[],"class_list":["post-109","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-performance-environnementale"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc - Deepki<\/title>\n<meta name=\"description\" content=\"Afin d\u2019analyser les consommations \u00e9nerg\u00e9tiques d\u2019un parc immobilier, il est parfois n\u00e9cessaire de collecter des dizaines de milliers de donn\u00e9es.\" \/>\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.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc - Deepki\" \/>\n<meta property=\"og:description\" content=\"Afin d\u2019analyser les consommations \u00e9nerg\u00e9tiques d\u2019un parc immobilier, il est parfois n\u00e9cessaire de collecter des dizaines de milliers de donn\u00e9es.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/\" \/>\n<meta property=\"og:site_name\" content=\"Deepki\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DeepkiSAS\/\" \/>\n<meta property=\"article:published_time\" content=\"2016-10-12T22:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-08-28T09:58:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Bastien Halary\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc - Deepki\" \/>\n<meta name=\"twitter:description\" content=\"Afin d\u2019analyser les consommations \u00e9nerg\u00e9tiques d\u2019un parc immobilier, il est parfois n\u00e9cessaire de collecter des dizaines de milliers de donn\u00e9es.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg\" \/>\n<meta name=\"twitter:creator\" content=\"@DeepkiSAS\" \/>\n<meta name=\"twitter:site\" content=\"@DeepkiSAS\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Bastien Halary\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/\"},\"author\":{\"name\":\"Bastien Halary\",\"@id\":\"https:\/\/www.deepki.com\/fr\/#\/schema\/person\/6da1cb25e22f690c6b1557a90676e141\"},\"headline\":\"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc\",\"datePublished\":\"2016-10-12T22:00:00+00:00\",\"dateModified\":\"2021-08-28T09:58:27+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/\"},\"wordCount\":551,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.deepki.com\/fr\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg\",\"articleSection\":[\"Performance environnementale\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/\",\"url\":\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/\",\"name\":\"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc - Deepki\",\"isPartOf\":{\"@id\":\"https:\/\/www.deepki.com\/fr\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg\",\"datePublished\":\"2016-10-12T22:00:00+00:00\",\"dateModified\":\"2021-08-28T09:58:27+00:00\",\"description\":\"Afin d\u2019analyser les consommations \u00e9nerg\u00e9tiques d\u2019un parc immobilier, il est parfois n\u00e9cessaire de collecter des dizaines de milliers de donn\u00e9es.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#primaryimage\",\"url\":\"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg\",\"contentUrl\":\"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg\",\"width\":1920,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.deepki.com\/fr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Performance environnementale\",\"item\":\"https:\/\/www.deepki.com\/fr\/blog\/performance-environnementale\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.deepki.com\/fr\/#website\",\"url\":\"https:\/\/www.deepki.com\/fr\/\",\"name\":\"Deepki\",\"description\":\"Together, let&#039;s make your real estate more sustainable thanks to data!\",\"publisher\":{\"@id\":\"https:\/\/www.deepki.com\/fr\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.deepki.com\/fr\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.deepki.com\/fr\/#organization\",\"name\":\"Deepki\",\"url\":\"https:\/\/www.deepki.com\/fr\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.deepki.com\/fr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2021\/08\/deepki-logo.jpg\",\"contentUrl\":\"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2021\/08\/deepki-logo.jpg\",\"width\":880,\"height\":360,\"caption\":\"Deepki\"},\"image\":{\"@id\":\"https:\/\/www.deepki.com\/fr\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/DeepkiSAS\/\",\"https:\/\/x.com\/DeepkiSAS\",\"https:\/\/www.linkedin.com\/company\/deepki\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.deepki.com\/fr\/#\/schema\/person\/6da1cb25e22f690c6b1557a90676e141\",\"name\":\"Bastien Halary\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.deepki.com\/fr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/e3d572aa078f6e4687f824459fa491a67b20c9de51e2698bc4c457cff6d1b53f?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/e3d572aa078f6e4687f824459fa491a67b20c9de51e2698bc4c457cff6d1b53f?s=96&d=mm&r=g\",\"caption\":\"Bastien Halary\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc - Deepki","description":"Afin d\u2019analyser les consommations \u00e9nerg\u00e9tiques d\u2019un parc immobilier, il est parfois n\u00e9cessaire de collecter des dizaines de milliers de donn\u00e9es.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/","og_locale":"fr_FR","og_type":"article","og_title":"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc - Deepki","og_description":"Afin d\u2019analyser les consommations \u00e9nerg\u00e9tiques d\u2019un parc immobilier, il est parfois n\u00e9cessaire de collecter des dizaines de milliers de donn\u00e9es.","og_url":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/","og_site_name":"Deepki","article_publisher":"https:\/\/www.facebook.com\/DeepkiSAS\/","article_published_time":"2016-10-12T22:00:00+00:00","article_modified_time":"2021-08-28T09:58:27+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg","type":"image\/jpeg"}],"author":"Bastien Halary","twitter_card":"summary_large_image","twitter_title":"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc - Deepki","twitter_description":"Afin d\u2019analyser les consommations \u00e9nerg\u00e9tiques d\u2019un parc immobilier, il est parfois n\u00e9cessaire de collecter des dizaines de milliers de donn\u00e9es.","twitter_image":"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg","twitter_creator":"@DeepkiSAS","twitter_site":"@DeepkiSAS","twitter_misc":{"\u00c9crit par":"Bastien Halary","Dur\u00e9e de lecture estim\u00e9e":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#article","isPartOf":{"@id":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/"},"author":{"name":"Bastien Halary","@id":"https:\/\/www.deepki.com\/fr\/#\/schema\/person\/6da1cb25e22f690c6b1557a90676e141"},"headline":"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc","datePublished":"2016-10-12T22:00:00+00:00","dateModified":"2021-08-28T09:58:27+00:00","mainEntityOfPage":{"@id":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/"},"wordCount":551,"commentCount":0,"publisher":{"@id":"https:\/\/www.deepki.com\/fr\/#organization"},"image":{"@id":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#primaryimage"},"thumbnailUrl":"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg","articleSection":["Performance environnementale"],"inLanguage":"fr-FR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/","url":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/","name":"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc - Deepki","isPartOf":{"@id":"https:\/\/www.deepki.com\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#primaryimage"},"image":{"@id":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#primaryimage"},"thumbnailUrl":"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg","datePublished":"2016-10-12T22:00:00+00:00","dateModified":"2021-08-28T09:58:27+00:00","description":"Afin d\u2019analyser les consommations \u00e9nerg\u00e9tiques d\u2019un parc immobilier, il est parfois n\u00e9cessaire de collecter des dizaines de milliers de donn\u00e9es.","breadcrumb":{"@id":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#primaryimage","url":"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg","contentUrl":"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2020\/05\/delaisser-excel.jpg","width":1920,"height":1080},{"@type":"BreadcrumbList","@id":"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.deepki.com\/fr\/"},{"@type":"ListItem","position":2,"name":"Performance environnementale","item":"https:\/\/www.deepki.com\/fr\/blog\/performance-environnementale\/"},{"@type":"ListItem","position":3,"name":"4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc"}]},{"@type":"WebSite","@id":"https:\/\/www.deepki.com\/fr\/#website","url":"https:\/\/www.deepki.com\/fr\/","name":"Deepki","description":"Together, let&#039;s make your real estate more sustainable thanks to data!","publisher":{"@id":"https:\/\/www.deepki.com\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.deepki.com\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/www.deepki.com\/fr\/#organization","name":"Deepki","url":"https:\/\/www.deepki.com\/fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.deepki.com\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2021\/08\/deepki-logo.jpg","contentUrl":"https:\/\/www.deepki.com\/web\/wp-content\/uploads\/2021\/08\/deepki-logo.jpg","width":880,"height":360,"caption":"Deepki"},"image":{"@id":"https:\/\/www.deepki.com\/fr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DeepkiSAS\/","https:\/\/x.com\/DeepkiSAS","https:\/\/www.linkedin.com\/company\/deepki"]},{"@type":"Person","@id":"https:\/\/www.deepki.com\/fr\/#\/schema\/person\/6da1cb25e22f690c6b1557a90676e141","name":"Bastien Halary","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.deepki.com\/fr\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/e3d572aa078f6e4687f824459fa491a67b20c9de51e2698bc4c457cff6d1b53f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e3d572aa078f6e4687f824459fa491a67b20c9de51e2698bc4c457cff6d1b53f?s=96&d=mm&r=g","caption":"Bastien Halary"}}]}},"_links":{"self":[{"href":"https:\/\/www.deepki.com\/fr\/wp-json\/wp\/v2\/posts\/109","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.deepki.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deepki.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deepki.com\/fr\/wp-json\/wp\/v2\/users\/37"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deepki.com\/fr\/wp-json\/wp\/v2\/comments?post=109"}],"version-history":[{"count":7,"href":"https:\/\/www.deepki.com\/fr\/wp-json\/wp\/v2\/posts\/109\/revisions"}],"predecessor-version":[{"id":58201,"href":"https:\/\/www.deepki.com\/fr\/wp-json\/wp\/v2\/posts\/109\/revisions\/58201"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.deepki.com\/fr\/wp-json\/wp\/v2\/media\/110"}],"wp:attachment":[{"href":"https:\/\/www.deepki.com\/fr\/wp-json\/wp\/v2\/media?parent=109"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deepki.com\/fr\/wp-json\/wp\/v2\/categories?post=109"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deepki.com\/fr\/wp-json\/wp\/v2\/tags?post=109"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}