{"id":147,"date":"2019-01-29T12:11:31","date_gmt":"2019-01-29T11:11:31","guid":{"rendered":"https:\/\/www.digdash.com\/?p=147"},"modified":"2023-04-28T15:53:11","modified_gmt":"2023-04-28T13:53:11","slug":"big-data-et-business-intelligence-quelles-differences","status":"publish","type":"post","link":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/","title":{"rendered":"Big Data et Business Intelligence : quelles diff\u00e9rences ?"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Dans un monde o\u00f9 l\u2019analyse de donn\u00e9es et le pilotage d\u2019entreprise sont en constante \u00e9volution, difficile de passer \u00e0 c\u00f4t\u00e9 de certains termes, comme la <\/span><b>Business Intelligence<\/b><span style=\"font-weight: 400;\"> et le <\/span><b>Big Data<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Toutefois, les deux concepts sont parfois confondus, alors qu\u2019il est indispensable de faire la diff\u00e9rence, afin de mieux cerner ce qu&rsquo;ils peuvent apporter respectivement \u00e0 l\u2019entreprise.<\/span><\/p>\n<h2>Business Intelligence : d\u00e9finition<\/h2>\n<p><span style=\"font-weight: 400;\">La Business Intelligence (autrement appel\u00e9e Informatique D\u00e9cisionnelle) d\u00e9signe un ensemble d\u2019outils, de pratiques et de techniques visant \u00e0 <\/span><b>collecter, consolider, mod\u00e9liser et restituer des donn\u00e9es<\/b><span style=\"font-weight: 400;\">. Ces derni\u00e8res peuvent d\u2019ailleurs \u00eatre issues de sources internes ou externes.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Comment \u00e7a marche ? Une fois r\u00e9colt\u00e9es et analys\u00e9es, les donn\u00e9es sont stock\u00e9es dans un <\/span><b>data warehouse<\/b><span style=\"font-weight: 400;\"> et sont trait\u00e9es dans diff\u00e9rentes formes de bases de donn\u00e9es. Le but \u00e9tant de simplifier l\u2019acc\u00e8s \u00e0 l\u2019information.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La data trait\u00e9e va ensuite \u00eatre restructur\u00e9e, agr\u00e9g\u00e9e et enrichie, permettant de d\u00e9gager des pistes d&rsquo;optimisation afin d\u2019am\u00e9liorer les performances de l\u2019entreprise. En effet, gr\u00e2ce aux outils de Business Intelligence, il est possible de cr\u00e9er des <\/span><b>tableaux de bord<\/b><span style=\"font-weight: 400;\">, des rapports et des visualisations qui vont favoriser l\u2019aide \u00e0 la d\u00e9cision.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gr\u00e2ce \u00e0 eux, la data peut \u00eatre pr\u00e9sent\u00e9e \u00e0 chaque utilisateur m\u00e9tier <\/span><b>de mani\u00e8re synth\u00e9tique, compr\u00e9hensible et ludique<\/b><span style=\"font-weight: 400;\">. On utilise pour cela diff\u00e9rentes repr\u00e9sentations visuelles : graphiques, sch\u00e9mas, courbes, rapports param\u00e9trables, tableaux de bord interactifs\u2026<\/span><\/p>\n<p><span style=\"font-weight: 400;\">On parle ici de <\/span><a href=\"https:\/\/www.digdash.com\/fr\/news-articles\/perspectives-dentreprises\/data-vizualisation-5-benefices-concrets-pour-votre-entreprise\/\"><b><span style=\"color: #069394;\"><u>data visualization<\/u><\/span><\/b><\/a><b> (ou \u201cdataviz\u201d)<\/b><span style=\"font-weight: 400;\">, qui ne doit pas \u00eatre confondue avec la BI. Elle consiste \u00e0 rendre la pr\u00e9sentation des donn\u00e9es compr\u00e9hensible gr\u00e2ce \u00e0 un visuel optimis\u00e9 et attractif.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">R\u00e9sum\u00e9e en une phrase, la Business Intelligence pourrait donc \u00eatre d\u00e9finie comme la technologie au service de l\u2019entreprise, et plus pr\u00e9cis\u00e9ment de la prise de d\u00e9cision.<\/span><\/p>\n<h2>Tout savoir sur le Big Data<\/h2>\n<p><span style=\"font-weight: 400;\">Le Big Data repr\u00e9sente <\/span><b>des ensembles de data volumineux<\/b><span style=\"font-weight: 400;\"> qui ne peuvent \u00eatre trait\u00e9es avec des bases de donn\u00e9es classiques. Toutefois, ces donn\u00e9es ont un fort potentiel marketing et commercial, ce qui pousse de plus en plus les entreprises \u00e0 les explorer.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Toutefois, tirer profit du Big Data n\u00e9cessite des outils performants. En effet, collecter, traiter et exploiter cette multitude de donn\u00e9es est un processus particuli\u00e8rement complexe.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En outre, le Big Data soul\u00e8ve quatre grandes probl\u00e9matiques pour les organisations. Connues comme les \u00ab 4 V \u00bb, ce sont des leviers importants pour optimiser l\u2019usage de la data : :<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>La v\u00e9locit\u00e9<\/b><span style=\"font-weight: 400;\">, c\u2019est-\u00e0-dire la rapidit\u00e9 de g\u00e9n\u00e9ration et de traitement des donn\u00e9es.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Le volume<\/b><span style=\"font-weight: 400;\">, ou la masse de donn\u00e9es \u00e0 traiter.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>La vari\u00e9t\u00e9<\/b><span style=\"font-weight: 400;\">, c\u2019est-\u00e0-dire les diff\u00e9rents types de donn\u00e9es \u00e0 collecter (textes, statistiques, images\u2026)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>La valeur<\/b><span style=\"font-weight: 400;\">, qui revient \u00e0 hi\u00e9rarchiser les donn\u00e9es selon leur importance pour l\u2019entreprise.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ces donn\u00e9es consid\u00e9rables peuvent avoir des origines tr\u00e8s diverses. En effet, il peut s\u2019agir de messages envoy\u00e9s, de vid\u00e9os partag\u00e9es, d\u2019images post\u00e9es, de textes publi\u00e9s, ou encore d&rsquo;articles achet\u00e9s en ligne.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Quoi qu&rsquo;il en soit, le Big Data a un potentiel immense et en grande partie insoup\u00e7onn\u00e9. De l&rsquo;exploration de l&rsquo;information \u00e0 l&rsquo;analyse pr\u00e9dictive, en passant par la gestion des risques, elle ouvre la voie \u00e0 des applications d&rsquo;une grande complexit\u00e9, effectu\u00e9es en temps r\u00e9el.<\/span><\/p>\n<h2 style=\"text-align: justify;\">Les diff\u00e9rences entre Business Intelligence et Big Data ?<\/h2>\n<p><span style=\"font-weight: 400;\">Si les deux concepts sont relativement proches, la Business Intelligence et le Big Data se distinguent par le type de donn\u00e9es trait\u00e9, mais aussi par la mani\u00e8re de les utiliser.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">De mani\u00e8re g\u00e9n\u00e9rale, la BI utilise des donn\u00e9es descriptives, poss\u00e9dant une <\/span><b>forte densit\u00e9 d&rsquo;information<\/b><span style=\"font-weight: 400;\">, dans l&rsquo;optique d&rsquo;anticiper des tendances ou de mesurer des indicateurs.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Le Big Data, quant \u00e0 lui, exploite des donn\u00e9es \u00e0 faible densit\u00e9 d&rsquo;information. Toutefois, leur <\/span><b>volume tr\u00e8s \u00e9lev\u00e9<\/b><span style=\"font-weight: 400;\"> permet d&rsquo;effectuer d&rsquo;effectuer des pr\u00e9dictions solides, \u00e0 l&rsquo;aide de techniques de sondage et d&rsquo;\u00e9chantillonnage<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Par ailleurs, la Business Intelligence est un <\/span><b>outil de prise de d\u00e9cision<\/b><span style=\"font-weight: 400;\"> permettant d&rsquo;analyser la situation pr\u00e9sente afin de faire les meilleurs choix. Le Big Data, de par ses <\/span><b>capacit\u00e9s pr\u00e9dictives<\/b><span style=\"font-weight: 400;\">, permet quant \u00e0 lui d&rsquo;ouvrir de nouvelles perspectives, d&rsquo;apporter des questions et des r\u00e9ponses in\u00e9dites.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sur le plan technique, les donn\u00e9es utilis\u00e9es pour la Business Intelligence sont stock\u00e9es dans un data warehouse. Dans le cadre du Big Data, cependant, on privil\u00e9giera un syst\u00e8me de <\/span><b>fichiers distribu\u00e9s<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Enfin, la BI repose sur l&rsquo;analyse de <\/span><b>donn\u00e9es structur\u00e9es<\/b><span style=\"font-weight: 400;\"> pour la data vizualisation et la cr\u00e9ation de tableaux de bord. Elles sont d&rsquo;ailleurs centralis\u00e9es en un seul endroit, bien qu&rsquo;elles puissent avoir diff\u00e9rentes origines. Le Big Data, \u00e0 l&rsquo;inverse, permet d&rsquo;exploiter des donn\u00e9es non structur\u00e9es, issues de sources diverses, internes comme externes.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En r\u00e9sum\u00e9, la Business Intelligence r\u00e9pond \u00e0 des questions du type \u201cquoi\u00a0\u00bb et \u00ab\u00a0o\u00f9\u201d, tandis que le Big Data s&rsquo;int\u00e9resse plut\u00f4t \u00e0 \u201cpourquoi\u00a0\u00bb et \u00ab\u00a0comment\u201d.<\/span><\/p>\n<h2>Business Intelligence et Big Data : Quelles \u00e9volutions \u00e0 venir ?<\/h2>\n<p><span style=\"font-weight: 400;\">Nous l\u2019avons vu, il existe des diff\u00e9rences notables entre Business Intelligence et Big Data. Mais cela ne signifie pas que les deux concepts sont incompatibles\u2026 C\u2019est m\u00eame tout le contraire, puisqu\u2019ils se compl\u00e8tent \u00e0 merveille\u00a0! En effet, avec l\u2019\u00e9volution constante (et tr\u00e8s rapide) du traitement de donn\u00e9es, les bases de donn\u00e9es dites \u201cclassiques\u201d de la Business Intelligence\u00a0 sont amen\u00e9es \u00e0 \u00eatre remplac\u00e9es dans les ann\u00e9es \u00e0 venir.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Toutefois, cette mutation n\u00e9cessitera des techniques capables de g\u00e9rer des m\u00e9ga donn\u00e9es en un laps de temps tr\u00e8s court\u2026 Et l<\/span><b>e Big Data fera, \u00e0 n\u2019en pas douter, partie int\u00e9grante de la solution<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Il faudra \u00e9galement <\/span><b>des outils de data vizualisation assez performants<\/b><span style=\"font-weight: 400;\"> pour suivre cette \u00e9volution fulgurante, et ainsi r\u00e9pondre aux besoins des entreprises qui feront face \u00e0 des <strong><a href=\"https:\/\/www.digdash.com\/fr\/news-articles\/conseils-et-astuces\/data-management-6-conseils-pour-gerer-dimportants-volumes-de-donnees\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #069394;\"><u>volumes de donn\u00e9es de plus en plus cons\u00e9quents.<\/u><\/span><\/a><\/strong><\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Consultez notre livre blanc :<\/b><\/p>\n<p><a href=\"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/tendances-business-intelligence-en-2021\/\"><span style=\"font-weight: 400;\"><strong><u><span style=\"color: #069394;\">Quelles sont les tendances de la Business Intelligence en 2021 ?<u><\/u><\/span><\/u><\/strong><\/span><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote class=\"wp-embedded-content\" data-secret=\"N7mX7sYvUV\"><p><a href=\"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/tendances-business-intelligence-en-2021\/\">Quelles sont les tendances de la Business Intelligence en 2021 ?<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"\u00ab\u00a0Quelles sont les tendances de la Business Intelligence en 2021 ?\u00a0\u00bb &#8212; DigDash\" src=\"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/tendances-business-intelligence-en-2021\/embed\/#?secret=vIFirPy4B3#?secret=N7mX7sYvUV\" data-secret=\"N7mX7sYvUV\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p><b>Diff\u00e9rents mais compl\u00e9mentaires, la Business Intelligence et le Big Data ne sont pas antagonistes. Au contraire, les deux domaines sont amen\u00e9s \u00e0 se rapprocher de plus en plus \u00e0 l\u2019avenir, pour faire face \u00e0 l\u2019acc\u00e9l\u00e9ration de la collecte et du traitement des donn\u00e9es.<\/b><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/content.digdash.com\/demande-de-contact\" target=\"_blank\" rel=\"noopener\"><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone wp-image-18696 size-full\" src=\"https:\/\/www.digdash.com\/wp-content\/uploads\/2023\/03\/cta-telecharger-1.png\" alt=\"\" width=\"600\" height=\"200\" srcset=\"https:\/\/www.digdash.com\/wp-content\/uploads\/2023\/03\/cta-telecharger-1.png 600w, https:\/\/www.digdash.com\/wp-content\/uploads\/2023\/03\/cta-telecharger-1-300x100.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dans un monde o\u00f9 l\u2019analyse de donn\u00e9es et le pilotage d\u2019entreprise sont en constante \u00e9volution, difficile de passer \u00e0 c\u00f4t\u00e9 de certains termes, comme la Business Intelligence et le Big Data. Toutefois, les deux concepts sont parfois confondus, alors qu\u2019il est indispensable de faire la diff\u00e9rence, afin de mieux cerner ce qu&rsquo;ils peuvent apporter respectivement &#8230; <a title=\"Big Data et Business Intelligence : quelles diff\u00e9rences ?\" class=\"read-more\" href=\"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/\" aria-label=\"En savoir plus sur Big Data et Business Intelligence : quelles diff\u00e9rences ?\">Lire plus<\/a><\/p>\n","protected":false},"author":4,"featured_media":1215,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[10],"tags":[],"class_list":["post-147","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-intelligence"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Big Data et Business Intelligence : quelles diff\u00e9rences ?<\/title>\n<meta name=\"description\" content=\"Faire la diff\u00e9rence entre business intelligence et big data afin de mieux cerner ce qu\u2019ils peuvent apporter au sein de l\u2019entreprise.\" \/>\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.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Big Data et Business Intelligence : quelles diff\u00e9rences ?\" \/>\n<meta property=\"og:description\" content=\"Faire la diff\u00e9rence entre business intelligence et big data afin de mieux cerner ce qu\u2019ils peuvent apporter au sein de l\u2019entreprise.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/\" \/>\n<meta property=\"og:site_name\" content=\"DigDash\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DigDash-151663734873370\/\" \/>\n<meta property=\"article:published_time\" content=\"2019-01-29T11:11:31+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-04-28T13:53:11+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/preprod.digdash.com\/wp-content\/uploads\/2019\/01\/blog-digdash-bigdata-decisionnel-bi-data-dataviz-tableaux-de-bord-logiciel-business-intelligence-big-data-analytics-4.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1638\" \/>\n\t<meta property=\"og:image:height\" content=\"622\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"R\u00e9mi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"R\u00e9mi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/\"},\"author\":{\"name\":\"R\u00e9mi\",\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/#\\\/schema\\\/person\\\/4d31fef118fb57af7bf79f8be4ff8155\"},\"headline\":\"Big Data et Business Intelligence : quelles diff\u00e9rences ?\",\"datePublished\":\"2019-01-29T11:11:31+00:00\",\"dateModified\":\"2023-04-28T13:53:11+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/\"},\"wordCount\":1123,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.digdash.com\\\/wp-content\\\/uploads\\\/2019\\\/01\\\/blog-digdash-bigdata-decisionnel-bi-data-dataviz-tableaux-de-bord-logiciel-business-intelligence-big-data-analytics-4.jpg\",\"articleSection\":[\"Business Intelligence\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/\",\"url\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/\",\"name\":\"Big Data et Business Intelligence : quelles diff\u00e9rences ?\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.digdash.com\\\/wp-content\\\/uploads\\\/2019\\\/01\\\/blog-digdash-bigdata-decisionnel-bi-data-dataviz-tableaux-de-bord-logiciel-business-intelligence-big-data-analytics-4.jpg\",\"datePublished\":\"2019-01-29T11:11:31+00:00\",\"dateModified\":\"2023-04-28T13:53:11+00:00\",\"description\":\"Faire la diff\u00e9rence entre business intelligence et big data afin de mieux cerner ce qu\u2019ils peuvent apporter au sein de l\u2019entreprise.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.digdash.com\\\/wp-content\\\/uploads\\\/2019\\\/01\\\/blog-digdash-bigdata-decisionnel-bi-data-dataviz-tableaux-de-bord-logiciel-business-intelligence-big-data-analytics-4.jpg\",\"contentUrl\":\"https:\\\/\\\/www.digdash.com\\\/wp-content\\\/uploads\\\/2019\\\/01\\\/blog-digdash-bigdata-decisionnel-bi-data-dataviz-tableaux-de-bord-logiciel-business-intelligence-big-data-analytics-4.jpg\",\"width\":\"1638\",\"height\":\"622\",\"caption\":\"Buildings sky\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/news-articles\\\/business-intelligence\\\/big-data-et-business-intelligence-quelles-differences\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Big Data et Business Intelligence : quelles diff\u00e9rences ?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/#website\",\"url\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/\",\"name\":\"DigDash\",\"description\":\"Des tableaux de bord Agile, Easy and Strong !\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/#organization\",\"name\":\"Digdash\",\"url\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.digdash.com\\\/wp-content\\\/uploads\\\/2019\\\/05\\\/digdash-logo-signature.png\",\"contentUrl\":\"https:\\\/\\\/www.digdash.com\\\/wp-content\\\/uploads\\\/2019\\\/05\\\/digdash-logo-signature.png\",\"width\":88,\"height\":18,\"caption\":\"Digdash\"},\"image\":{\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/DigDash-151663734873370\\\/\",\"http:\\\/\\\/linkedin.com\\\/company\\\/digdash\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.digdash.com\\\/fr\\\/#\\\/schema\\\/person\\\/4d31fef118fb57af7bf79f8be4ff8155\",\"name\":\"R\u00e9mi\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b12b2fa4c59cf30e7396f57db2f9cccb78ce4a521c6722fdeb09df1ae01562e3?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b12b2fa4c59cf30e7396f57db2f9cccb78ce4a521c6722fdeb09df1ae01562e3?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b12b2fa4c59cf30e7396f57db2f9cccb78ce4a521c6722fdeb09df1ae01562e3?s=96&d=mm&r=g\",\"caption\":\"R\u00e9mi\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Big Data et Business Intelligence : quelles diff\u00e9rences ?","description":"Faire la diff\u00e9rence entre business intelligence et big data afin de mieux cerner ce qu\u2019ils peuvent apporter au sein de l\u2019entreprise.","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.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/","og_locale":"fr_FR","og_type":"article","og_title":"Big Data et Business Intelligence : quelles diff\u00e9rences ?","og_description":"Faire la diff\u00e9rence entre business intelligence et big data afin de mieux cerner ce qu\u2019ils peuvent apporter au sein de l\u2019entreprise.","og_url":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/","og_site_name":"DigDash","article_publisher":"https:\/\/www.facebook.com\/DigDash-151663734873370\/","article_published_time":"2019-01-29T11:11:31+00:00","article_modified_time":"2023-04-28T13:53:11+00:00","og_image":[{"width":1638,"height":622,"url":"https:\/\/preprod.digdash.com\/wp-content\/uploads\/2019\/01\/blog-digdash-bigdata-decisionnel-bi-data-dataviz-tableaux-de-bord-logiciel-business-intelligence-big-data-analytics-4.jpg","type":"image\/jpeg"}],"author":"R\u00e9mi","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"R\u00e9mi","Dur\u00e9e de lecture estim\u00e9e":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/#article","isPartOf":{"@id":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/"},"author":{"name":"R\u00e9mi","@id":"https:\/\/www.digdash.com\/fr\/#\/schema\/person\/4d31fef118fb57af7bf79f8be4ff8155"},"headline":"Big Data et Business Intelligence : quelles diff\u00e9rences ?","datePublished":"2019-01-29T11:11:31+00:00","dateModified":"2023-04-28T13:53:11+00:00","mainEntityOfPage":{"@id":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/"},"wordCount":1123,"commentCount":0,"publisher":{"@id":"https:\/\/www.digdash.com\/fr\/#organization"},"image":{"@id":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/#primaryimage"},"thumbnailUrl":"https:\/\/www.digdash.com\/wp-content\/uploads\/2019\/01\/blog-digdash-bigdata-decisionnel-bi-data-dataviz-tableaux-de-bord-logiciel-business-intelligence-big-data-analytics-4.jpg","articleSection":["Business Intelligence"],"inLanguage":"fr-FR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/","url":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/","name":"Big Data et Business Intelligence : quelles diff\u00e9rences ?","isPartOf":{"@id":"https:\/\/www.digdash.com\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/#primaryimage"},"image":{"@id":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/#primaryimage"},"thumbnailUrl":"https:\/\/www.digdash.com\/wp-content\/uploads\/2019\/01\/blog-digdash-bigdata-decisionnel-bi-data-dataviz-tableaux-de-bord-logiciel-business-intelligence-big-data-analytics-4.jpg","datePublished":"2019-01-29T11:11:31+00:00","dateModified":"2023-04-28T13:53:11+00:00","description":"Faire la diff\u00e9rence entre business intelligence et big data afin de mieux cerner ce qu\u2019ils peuvent apporter au sein de l\u2019entreprise.","breadcrumb":{"@id":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/#primaryimage","url":"https:\/\/www.digdash.com\/wp-content\/uploads\/2019\/01\/blog-digdash-bigdata-decisionnel-bi-data-dataviz-tableaux-de-bord-logiciel-business-intelligence-big-data-analytics-4.jpg","contentUrl":"https:\/\/www.digdash.com\/wp-content\/uploads\/2019\/01\/blog-digdash-bigdata-decisionnel-bi-data-dataviz-tableaux-de-bord-logiciel-business-intelligence-big-data-analytics-4.jpg","width":"1638","height":"622","caption":"Buildings sky"},{"@type":"BreadcrumbList","@id":"https:\/\/www.digdash.com\/fr\/news-articles\/business-intelligence\/big-data-et-business-intelligence-quelles-differences\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/www.digdash.com\/fr\/"},{"@type":"ListItem","position":2,"name":"Big Data et Business Intelligence : quelles diff\u00e9rences ?"}]},{"@type":"WebSite","@id":"https:\/\/www.digdash.com\/fr\/#website","url":"https:\/\/www.digdash.com\/fr\/","name":"DigDash","description":"Des tableaux de bord Agile, Easy and Strong !","publisher":{"@id":"https:\/\/www.digdash.com\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.digdash.com\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/www.digdash.com\/fr\/#organization","name":"Digdash","url":"https:\/\/www.digdash.com\/fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.digdash.com\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/www.digdash.com\/wp-content\/uploads\/2019\/05\/digdash-logo-signature.png","contentUrl":"https:\/\/www.digdash.com\/wp-content\/uploads\/2019\/05\/digdash-logo-signature.png","width":88,"height":18,"caption":"Digdash"},"image":{"@id":"https:\/\/www.digdash.com\/fr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DigDash-151663734873370\/","http:\/\/linkedin.com\/company\/digdash"]},{"@type":"Person","@id":"https:\/\/www.digdash.com\/fr\/#\/schema\/person\/4d31fef118fb57af7bf79f8be4ff8155","name":"R\u00e9mi","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/secure.gravatar.com\/avatar\/b12b2fa4c59cf30e7396f57db2f9cccb78ce4a521c6722fdeb09df1ae01562e3?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/b12b2fa4c59cf30e7396f57db2f9cccb78ce4a521c6722fdeb09df1ae01562e3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b12b2fa4c59cf30e7396f57db2f9cccb78ce4a521c6722fdeb09df1ae01562e3?s=96&d=mm&r=g","caption":"R\u00e9mi"}}]}},"_links":{"self":[{"href":"https:\/\/www.digdash.com\/fr\/wp-json\/wp\/v2\/posts\/147","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.digdash.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.digdash.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.digdash.com\/fr\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.digdash.com\/fr\/wp-json\/wp\/v2\/comments?post=147"}],"version-history":[{"count":14,"href":"https:\/\/www.digdash.com\/fr\/wp-json\/wp\/v2\/posts\/147\/revisions"}],"predecessor-version":[{"id":19447,"href":"https:\/\/www.digdash.com\/fr\/wp-json\/wp\/v2\/posts\/147\/revisions\/19447"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.digdash.com\/fr\/wp-json\/wp\/v2\/media\/1215"}],"wp:attachment":[{"href":"https:\/\/www.digdash.com\/fr\/wp-json\/wp\/v2\/media?parent=147"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.digdash.com\/fr\/wp-json\/wp\/v2\/categories?post=147"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.digdash.com\/fr\/wp-json\/wp\/v2\/tags?post=147"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}