{"id":1564,"date":"2020-07-06T11:15:53","date_gmt":"2020-07-06T09:15:53","guid":{"rendered":"https:\/\/www.asterop.com\/fr\/?page_id=1564"},"modified":"2023-08-11T14:53:45","modified_gmt":"2023-08-11T12:53:45","slug":"breve-datavisualisation","status":"publish","type":"page","link":"https:\/\/www.asterop.com\/fr\/index.php\/blog-asterop\/breve-datavisualisation\/","title":{"rendered":"Datavisualisation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1564\" class=\"elementor elementor-1564\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2e4d0bf1 elementor-section-height-min-height elementor-section-content-middle elementor-reverse-tablet elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"2e4d0bf1\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ac47d42\" data-id=\"ac47d42\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-39c84477 elementor-widget elementor-widget-heading\" data-id=\"39c84477\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Datavisualisation<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-136b04f0 elementor-widget elementor-widget-heading\" data-id=\"136b04f0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Les donn\u00e9es brutes sont partout, <br \/>mais qu'en fait-on ? <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4587c663 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4587c663\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2591b3da elementor-widget__width-inherit elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"2591b3da\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Auteur : Asterop<\/p><p>Temps de lecture : 3 min 30<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3483117d elementor-align-left elementor-tablet-align-center elementor-widget elementor-widget-button\" data-id=\"3483117d\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-xs elementor-animation-float\" href=\"https:\/\/www.asterop.com\/fr\/index.php\/contactez-asterop\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-phone-alt\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contactez-nous<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3c281eb\" data-id=\"3c281eb\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2a5a9cc elementor-widget elementor-widget-image\" data-id=\"2a5a9cc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"472\" src=\"https:\/\/www.asterop.com\/fr\/wp-content\/uploads\/2020\/07\/datavisualisation-1520.jpg\" class=\"attachment-large size-large wp-image-1607\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-37a8fc88 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"37a8fc88\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4bf08391\" data-id=\"4bf08391\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2132f0f elementor-widget elementor-widget-text-editor\" data-id=\"2132f0f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Les donn\u00e9es brutes sont partout, mais qu&rsquo;en fait-on ?<\/p><p>Avec un nombre presque infini de variables h\u00e9t\u00e9rog\u00e8nes, la data est<br \/>la mati\u00e8re premi\u00e8re qui raconte l&rsquo;histoire de notre soci\u00e9t\u00e9.<\/p><p>Tous les <a href=\"https:\/\/www.asterop.com\/fr\/index.php\/secteurs-professionnels\/\">secteurs professionnels<\/a> sont touch\u00e9s par l&rsquo;analyse de la data pourtant, la moiti\u00e9 des entreprises exploite moins de 25 % des donn\u00e9es collect\u00e9es malgr\u00e9 un avantage comparatif, g\u00e9n\u00e9r\u00e9 d&rsquo;ici 2020 pour les entreprises utilisant le Big Data, de 1 200 milliards de dollars.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e2cab1 elementor-hidden-tablet elementor-hidden-phone elementor-widget elementor-widget-spacer\" data-id=\"6e2cab1\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c41041 elementor-widget elementor-widget-text-editor\" data-id=\"6c41041\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Afin d&rsquo;en faire un atout, il faut comprendre leur importance et identifier les besoins d&rsquo;une entreprise, au milieu des bases de donn\u00e9es accessibles \u00e0 tous et des bases de donn\u00e9es de fournisseurs sp\u00e9cialis\u00e9s.<br \/><br \/>Car pour produire une analyse pertinente et adapt\u00e9e, le data scientist ou data analyst (sp\u00e9cialiste de la data visualisation) n&rsquo;aura de cesse de confronter les bases de donn\u00e9es ouvertes (ou open database pour les anglicistes) avec les bases de donn\u00e9es classiques.<br \/><br \/>Correctement lues et exploit\u00e9es, ces donn\u00e9es deviennent des\u00a0<strong>data \u00a0\u00bb intelligentes \u00ab\u00a0<\/strong>.<br \/><br \/>Et c&rsquo;est leur plus-value qui repr\u00e9sente un moyen s\u00fbr et intelligent de d\u00e9velopper un r\u00e9seau de vente ou encore, d&rsquo;adapter une strat\u00e9gie marketing ou commerciale.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f32bebf elementor-hidden-tablet elementor-hidden-phone elementor-widget elementor-widget-spacer\" data-id=\"f32bebf\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b97e41 elementor-hidden-phone elementor-widget elementor-widget-text-editor\" data-id=\"0b97e41\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00c0 L&rsquo;ORIGINE DES DATA, LES BASES DE DONN\u00c9ES<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b3602c elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-text-editor\" data-id=\"3b3602c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00c0 L&rsquo;ORIGINE DES DATA, LES BASES DE DONN\u00c9ES<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-197f393 elementor-widget elementor-widget-text-editor\" data-id=\"197f393\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>L&rsquo;<strong>INSEE<\/strong>, la base SIRENE et\u00a0<strong>OpenStreetMap<\/strong>\u00a0repr\u00e9sentent, ensemble, une immense base de donn\u00e9es ouverte pour l&rsquo;ensemble du territoire fran\u00e7ais.<\/p><p>L&rsquo;INSEE, ax\u00e9 sur des indicateurs sociaux, propose un\u00a0<a class=\"orange\" href=\"https:\/\/www.asterop.com\/fr\/index.php\/donnees-exclusives\/\">d\u00e9coupage en IRIS de la France<\/a>\u00a0: les donn\u00e9es sociod\u00e9mographiques des m\u00e9nages et des familles, les revenus ou encore, la r\u00e9partition des d\u00e9penses de chaque foyer\u2026<\/p><p>De son c\u00f4t\u00e9, la database\u00a0<strong>SIRENE<\/strong>, fournie par le gouvernement, liste l&rsquo;ensemble des 4 495 383 \u00e9tablissements professionnels en France.<\/p><p>De nombreuses entreprises fournissent des bases de donn\u00e9es avec pour chacune d&rsquo;elle, une certaine sp\u00e9cificit\u00e9. Que ce soit LSA Expert, sp\u00e9cialis\u00e9e dans les domaines de la <a href=\"https:\/\/www.asterop.com\/fr\/index.php\/distribution-retail\/\">distribution et de la grande consommation<\/a> ; MB International, qui regroupe les donn\u00e9es sociod\u00e9mographiques internationales ; Kantar M\u00e9dia, ax\u00e9 sur le comportement et les habitudes des clients\u2026<\/p><p>Toutes ces bases de donn\u00e9es sont tr\u00e8s\u00a0<strong>compl\u00e8tes, sp\u00e9cialis\u00e9es et pr\u00e9cises<\/strong>\u2026 Seules, elles apportent des informations importantes, mais c&rsquo;est finalement leur compl\u00e9mentarit\u00e9 et leur confrontation qui transformeront les\u00a0<strong>donn\u00e9es brutes en atout<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c5f82c elementor-hidden-tablet elementor-hidden-phone elementor-widget elementor-widget-spacer\" data-id=\"0c5f82c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2434938 elementor-hidden-phone elementor-widget elementor-widget-text-editor\" data-id=\"2434938\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>FAITES DES DATA SCIENTIST, VOS MEILLEURS ALLI\u00c9S<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9d688e elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-text-editor\" data-id=\"a9d688e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>FAITES DES DATA SCIENTIST, VOS MEILLEURS ALLI\u00c9S<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79bfd75 elementor-widget elementor-widget-text-editor\" data-id=\"79bfd75\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Toutes ces donn\u00e9es, qui peuvent \u00eatre soit recueillies gr\u00e2ce \u00e0 des enqu\u00eates, des listings pr\u00e9cis ou encore, stock\u00e9s au fur et \u00e0 mesure par des professionnels, repr\u00e9sentent la <strong>partie \u00e9merg\u00e9e de l&rsquo;iceberg du Big Data<\/strong>.<\/p>\n<p>Depuis plusieurs ann\u00e9es, les pr\u00e9dictions chiffr\u00e9es sont bien en dessous de la r\u00e9alit\u00e9 : en 2019, le march\u00e9 du Big Data a connu une croissance anticip\u00e9e de 12 % par rapport \u00e0 2018.<\/p>\n<p>Pourtant, malgr\u00e9 leur augmentation perp\u00e9tuelle, pour les services d&rsquo;expansion ou de d\u00e9veloppement commercial, les data ont peu de valeur \u00e0 l&rsquo;\u00e9tat brut.<\/p>\n<p>C&rsquo;est finalement le savoir-faire et la&nbsp;<strong>finesse de <a href=\"https:\/\/www.asterop.com\/fr\/index.php\/expertise-reseau-asterop\/\">l&rsquo;analyse du data scientist<\/a><\/strong>&nbsp;qui va anoblir ces donn\u00e9es clients. Sa r\u00e9ussite repose sur la qualit\u00e9 de la data, mais pas que\u2026 La pr\u00e9cision des probl\u00e9matiques et la clart\u00e9 des objectifs clients apportent une base solide pour une analyse fine et pertinente.<\/p>\n<p>De l&rsquo;identification des besoins du client va d\u00e9couler un certain nombre d&rsquo;enjeux qui seront v\u00e9rifi\u00e9s ou \u00e9toff\u00e9s par la data visualisation.<\/p>\n<p>La combinaison de plusieurs variables comme les revenus, la r\u00e9partition des d\u00e9penses ou l&rsquo;attractivit\u00e9 commerciale d&rsquo;un potentiel permettent d&rsquo;identifier un domaine potentiellement int\u00e9ressant pour l&rsquo;expansion d&rsquo;une activit\u00e9.<\/p>\n<p><strong>La data intelligence permet de mettre en \u00e9vidence l&rsquo;offre et la demande du march\u00e9, en fonction des sp\u00e9cificit\u00e9s de l&rsquo;\u00e9cosyst\u00e8me.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1020bd4 elementor-widget elementor-widget-image\" data-id=\"1020bd4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1000\" height=\"400\" src=\"https:\/\/www.asterop.com\/fr\/wp-content\/uploads\/2020\/07\/typo-sociodemo.jpg\" class=\"attachment-large size-large wp-image-1616\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8414e0d elementor-hidden-tablet elementor-hidden-phone elementor-widget elementor-widget-spacer\" data-id=\"8414e0d\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-beb8b41 elementor-hidden-phone elementor-widget elementor-widget-text-editor\" data-id=\"beb8b41\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>AVEC LA DATA VISUALISATION, ANALYSEZ VOTRE R\u00c9SEAU COMMERCIAL<br \/>AVEC UN NOUVEAU REGARD<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8945ac5 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-text-editor\" data-id=\"8945ac5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>AVEC LA DATA VISUALISATION, ANALYSEZ VOTRE R\u00c9SEAU COMMERCIAL<br \/>AVEC UN NOUVEAU REGARD<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2641af3 elementor-widget elementor-widget-text-editor\" data-id=\"2641af3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gr\u00e2ce au travail d&rsquo;analyse sur les diff\u00e9rentes donn\u00e9es des database, les data scientist g\u00e9n\u00e8rent un rapport mettant en lumi\u00e8re certains faits qui pourraient permettre de\u00a0<strong>d\u00e9velopper une activit\u00e9 commerciale<\/strong>\u00a0ou au contraire, qui pourraient freiner cette expansion.<\/p><p>Finalement, la data visualisation, permet de comprendre les besoins et les enjeux d&rsquo;une entreprise par rapport \u00e0 la r\u00e9alit\u00e9 du march\u00e9 et de son implantation.<\/p><p>Gr\u00e2ce \u00e0 un usage avanc\u00e9 d&rsquo;analyse d&rsquo;une base de donn\u00e9es ou encore un usage crois\u00e9 d&rsquo;analyse de plusieurs bases de donn\u00e9es, il est possible de retrouver dans une multitude de data retravaill\u00e9es, les potentiels de consommation utiles.<\/p><p>Plus l&rsquo;analyse des data par des professionnels de l&rsquo;analyse est fine et pertinente, plus les estimations chiffr\u00e9es confirmeront ou pas la r\u00e9alit\u00e9 du march\u00e9.<\/p><p>La data visualisation permet de disposer d&rsquo;un\u00a0<strong>\u00e9tat des lieux r\u00e9aliste d&rsquo;un r\u00e9seau de vente physique ou digital<\/strong>, d&rsquo;en comprendre la typologie afin d&rsquo;en d\u00e9gager des estimations pr\u00e9cises de CA et\/ou\u00a0<a class=\"orange\" href=\"https:\/\/www.asterop.com\/fr\/index.php\/expertise-reseau-asterop\/developpez-votre-reseau\/\">d&rsquo;identifier intelligemment de nouveaux potentiels<\/a>.<\/p><p>V\u00e9ritables experts en donn\u00e9es, les data analystes vous donnent un ensemble de cl\u00e9s, pour mettre en place ou adapter une strat\u00e9gie commerciale en accord avec le potentiel de votre r\u00e9seau et les moyens que vous souhaitez investir dedans.<\/p><p><strong>Notre sp\u00e9cificit\u00e9 ? Avoir des \u00e9quipes de data scientist pour accompagner nos clients depuis la r\u00e9daction du cahier des charges jusqu&rsquo;\u00e0 la mise en place op\u00e9rationnelle de leur projet de r\u00e9seau.<\/strong><\/p><p><a class=\"orange\" href=\"https:\/\/www.asterop.com\/fr\/index.php\/logiciels-geomarketing-asterop\/\">Retrouvez toutes les solutions Asterop\u2026<\/a><\/p><p>\u00a0<\/p><p><i>Leader de l&rsquo;optimisation des r\u00e9seaux de points de vente, Asterop cr\u00e9e des solutions personnalis\u00e9es et propose des donn\u00e9es de qualit\u00e9 pour fiabiliser vos d\u00e9cisions d&rsquo;implantation et de ciblage.<\/i><\/p><p><strong>Int\u00e9ress\u00e9 ? Nos \u00e9quipes commerciales\u00a0<a class=\"text orange\" href=\"https:\/\/www.asterop.com\/fr\/index.php\/contactez-asterop\/\" target=\"_blank\" rel=\"noopener\"><i>r\u00e9pondent \u00e0 vos questions<\/i><\/a><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-59ea97d9 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"59ea97d9\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4d5fe369\" data-id=\"4d5fe369\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-571f2264 elementor-widget elementor-widget-heading\" data-id=\"571f2264\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Pour aller plus loin...<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-678c120 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"678c120\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4159bac2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4159bac2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b76547a\" data-id=\"b76547a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-268782cc elementor-cta--layout-image-left elementor-cta--mobile-layout-image-above elementor-cta--valign-middle elementor-cta--skin-classic elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"268782cc\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/www.asterop.com\/fr\/wp-content\/uploads\/2020\/06\/data-lsa-1320.jpg);\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">Data LSA Quelles nouveaut\u00e9s pour 2020 ?<\/h3>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tLa base LSA, c\u2019est plus de 100 000 points de vente recens\u00e9s en France chaque ann\u00e9e. Cette base de donn\u00e9es...\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item \">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-sm\" href=\"https:\/\/www.asterop.com\/fr\/index.php\/base-lsa\/\">\n\t\t\t\t\t\tLire la suite\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-547b098c elementor-cta--layout-image-left elementor-cta--mobile-layout-image-above elementor-cta--valign-middle elementor-cta--skin-classic elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"547b098c\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/www.asterop.com\/fr\/wp-content\/uploads\/2020\/07\/recensement-1520.jpg);\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">[Partie 1] Recensement Permanent, Une mati\u00e8re brute \u00e0 r\u00e9v\u00e9ler<\/h3>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tDepuis 2004, l'INSEE a mis en place le Recensement Permanent...\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item \">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-sm\" href=\"https:\/\/www.asterop.com\/fr\/index.php\/recensement-permanent\/\">\n\t\t\t\t\t\tLire la suite\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-40e510b\" data-id=\"40e510b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3d2d01ee elementor-cta--layout-image-left elementor-cta--mobile-layout-image-above elementor-cta--valign-middle elementor-cta--skin-classic elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"3d2d01ee\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/www.asterop.com\/fr\/wp-content\/uploads\/2020\/07\/data-finess-1520.jpg);\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">Base de donn\u00e9es FINESS : Le r\u00e9pertoire des \u00e9tablissements sant\u00e9 en France<\/h3>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tLa base de donn\u00e9es FINESS r\u00e9pertorie l'ensemble des \u00e9tablissements...\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item \">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-sm\" href=\"https:\/\/www.asterop.com\/fr\/index.php\/breve-donnees-sante-base-finess\/\">\n\t\t\t\t\t\tLire la suite\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5959661 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5959661\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a5c6a80\" data-id=\"a5c6a80\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cab7166 elementor-widget elementor-widget-template\" data-id=\"cab7166\" data-element_type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"section\" data-elementor-id=\"6462\" class=\"elementor elementor-6462\">\n\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t<footer class=\"elementor-section elementor-top-section elementor-element elementor-element-46807ca7 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"46807ca7\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6e48ea6e\" data-id=\"6e48ea6e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-67b5e138 elementor-widget elementor-widget-image\" data-id=\"67b5e138\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"210\" src=\"https:\/\/www.asterop.com\/fr\/wp-content\/uploads\/2020\/12\/Logo-asterop-blanc.png\" class=\"attachment-medium_large size-medium_large wp-image-5219\" alt=\"logo asterop blanc texte a droite\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14508d94 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-right elementor-widget elementor-widget-divider\" data-id=\"14508d94\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<span class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\tRestez connect\u00e9 avec toute l'actualit\u00e9 Asterop,\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76d598c elementor-widget elementor-widget-heading\" data-id=\"76d598c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">En recevant chaque semaine notre newsletter<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3593e0 elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"f3593e0\" data-element_type=\"widget\" data-settings=\"{&quot;button_width&quot;:&quot;33&quot;,&quot;step_next_label&quot;:&quot;Suivant&quot;,&quot;step_previous_label&quot;:&quot;Pr\\u00e9c\\u00e9dent&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"New Form\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"6462\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"f3593e0\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Asterop\" \/>\n\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email_footer elementor-col-40 elementor-md-50 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email_footer\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tVotre adresse mail\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email_footer]\" id=\"form-field-email_footer\" class=\"elementor-field elementor-size-md  elementor-field-textual\" placeholder=\"Votre adresse mail\" required=\"required\" aria-required=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_187bc01 elementor-col-40 elementor-md-50\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_187bc01\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tNom et pr\u00e9nom\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_187bc01]\" id=\"form-field-field_187bc01\" class=\"elementor-field elementor-size-md  elementor-field-textual\" placeholder=\"Nom et pr\u00e9nom\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-33 e-form__buttons\">\n\t\t\t\t\t<button type=\"submit\" class=\"elementor-button elementor-size-md\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\" elementor-button-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">S'inscrire<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a2d90c4\" data-id=\"a2d90c4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3ab6e97d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3ab6e97d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-224ae4dd\" data-id=\"224ae4dd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2949b7bb elementor-tablet-align-left elementor-mobile-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2949b7bb\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/logiciels-geomarketing-asterop\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Solutions<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37de6996 elementor-tablet-align-left elementor-mobile-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"37de6996\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/logiciels-geomarketing-asterop\/application-analyzer-online\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Analyzer Online<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/logiciels-geomarketing-asterop\/logiciel-analyzer-desktop\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Analyzer Desktop<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/logiciels-geomarketing-asterop\/appli-analyzer-campaign-ciblage-isa\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Analyzer Campaign<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/logiciels-geomarketing-asterop\/analyzer-api-webservices\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Analyzer API<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-3672ed98\" data-id=\"3672ed98\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-28409817 elementor-tablet-align-left elementor-mobile-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"28409817\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/donnees\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Donn\u00e9es<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-131803c2 elementor-tablet-align-left elementor-mobile-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"131803c2\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/donnees\/donnees-exclusives-asterop\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Exclusives<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/donnees-metiers\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">M\u00e9tiers<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/packs-de-data\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Packs de data<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/donnees-internationales\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Internationales<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-3760d08e\" data-id=\"3760d08e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-61f4eefe elementor-tablet-align-left elementor-mobile-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"61f4eefe\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/expertise-reseau-asterop\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Expertises<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a51bad0 elementor-tablet-align-left elementor-mobile-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"3a51bad0\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/expertise-reseau-asterop\/developpez-votre-reseau\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Diagnostic<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/expertise-reseau-asterop\/pilotez-votre-reseau-points-de-vente\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pilotage<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/expertise-reseau-asterop\/pilotage-communication\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Analyse<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/expertise-reseau-asterop\/autres-expertises\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Autres expertises<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-19cd5ddb\" data-id=\"19cd5ddb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f45ae6d elementor-tablet-align-left elementor-mobile-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"6f45ae6d\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.asterop.com\/fr\/index.php\/entreprise-asterop-qui-sommes-nous\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Ressources<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4948dd65 elementor-tablet-align-left elementor-mobile-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"4948dd65\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a 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Auteur : Asterop Temps de lecture : 3 min 30 Contactez-nous Les donn\u00e9es brutes sont partout, mais qu&rsquo;en fait-on ? Avec un nombre presque infini de variables h\u00e9t\u00e9rog\u00e8nes, la data estla mati\u00e8re premi\u00e8re qui raconte l&rsquo;histoire de notre soci\u00e9t\u00e9. Tous les secteurs professionnels sont touch\u00e9s [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":282,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ocean_post_layout":"full-screen","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"on","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"on","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","footnotes":""},"class_list":["post-1564","page","type-page","status-publish","hentry","entry"],"yoast_head":"<!-- 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