{"id":24727,"date":"2026-09-16T16:57:26","date_gmt":"2026-09-16T16:57:26","guid":{"rendered":"https:\/\/www.mailgun.com\/blog\/faire-lien-donnees-clients-donnees-email\/"},"modified":"2026-09-16T16:57:26","modified_gmt":"2026-09-16T16:57:26","slug":"faire-lien-donnees-clients-donnees-email","status":"publish","type":"blog","link":"https:\/\/www.mailgun.com\/fr\/blog\/it-and-engineering\/faire-lien-donnees-clients-donnees-email\/","title":{"rendered":"Faire le lien entre vos donn\u00e9es clients et vos donn\u00e9es email"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">L&rsquo;une des derni\u00e8res expressions \u00e0 la mode dans le monde de la tech est le \u00ab\u00a0big data\u00a0\u00bb. Une fois que vous publiez quelque chose sur Internet, vous aurez (avec un peu de chance) l&#8217;embarras du choix en mati\u00e8re de donn\u00e9es\u00a0: le plus difficile est de relier des donn\u00e9es provenant de sources disparates pour en tirer des informations exploitables. C&rsquo;est \u00e0 cela que le \u00ab\u00a0big data\u00a0\u00bb est cens\u00e9 servir&#8230; du moins, je crois.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dans cet article, nous allons vous pr\u00e9senter un moyen simple de relier vos donn\u00e9es email \u00e0 votre base de donn\u00e9es clients, afin d&rsquo;en tirer des conclusions pertinentes. Je ne sais pas si c&rsquo;est assez complexe pour entrer dans la cat\u00e9gorie du big data&#8230; c&rsquo;est peut-\u00eatre du small data. Quoi qu&rsquo;il en soit, j&rsquo;esp\u00e8re que cela vous sera utile.<\/p>\n\n\n\r\n    <nav data-content-type=\"longform\" class=\"toc-block longform-spacings px-5 py-6 px-md-6 px-lg-7 py-md-7 bg-light fs-sm rounded-lg\" aria-labelledby=\"toc-title-3979\"><p class=\"h5 m-0\" id=\"toc-title-3979\">Table des mati\u00e8res<\/p><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">01<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#relier-lemail-aux-donnees-de-statistiques-web-ne-suffit-pas-toujours\">Relier l&#8217;email aux donn\u00e9es de statistiques web ne suffit pas toujours<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">02<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#utiliser-des-variables-demail-personnalisees-pour-relier-des-donnees-comportementales-granulaires\">Utiliser des variables d&#8217;email personnalis\u00e9es pour relier des donn\u00e9es comportementales granulaires<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">03<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#mise-en-place-de-webhooks\">Mise en place de webhooks<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">04<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#configurer-des-variables-personnalisees\">Configurer des variables personnalis\u00e9es<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">05<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#deployer-votre-email\">D\u00e9ployer votre email<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">06<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#configurer-votre-application-pour-recevoir-les-webhooks\">Configurer votre application pour recevoir les webhooks<\/a><\/div><\/div><div class=\"d-flex mt-3\"><div class=\"w-auto fw-bold text-accent d-flex me-2\">07<\/div><div class=\"d-flex flex-column\"><a class=\"fw-bold scrollme link-body-color text-accent\" href=\"#associer-les-donnees-email-aux-donnees-clients\">Associer les donn\u00e9es email aux donn\u00e9es clients<\/a><\/div><\/div><\/nav>\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" class=\"wp-image-4882\" width=\"500\" height=\"225\" src=\"https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/mindthegap.png\" alt=\"mindthegap\" srcset=\"https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/mindthegap.png 500w, https:\/\/www.mailgun.com\/wp-content\/uploads\/2025\/07\/mindthegap-300x135.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Relier l&#8217;email aux donn\u00e9es de statistiques web ne suffit pas toujours<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L&rsquo;un des moyens les plus simples de relier vos donn\u00e9es email aux donn\u00e9es clients est d&rsquo;utiliser des liens g\u00e9n\u00e9r\u00e9s par le fournisseur de statistiques de votre site Web. Il est assez simple de g\u00e9n\u00e9rer et d&rsquo;utiliser dans vos emails des cha\u00eenes de requ\u00eate comme celle ci-dessous, provenant de fournisseurs comme Google Analytics\u00a0:<\/p>\n\n\n    <div data-content-type=\"longform\" class=\"code-snippet longform-spacings rounded-lg overflow-hidden shadow \" data-count=\"1\">\r\n        <ul class=\"nav nav-buttons code-snippet__tabs longform-except position-relative d-flex gap-2 flex-wrap p-3\" role=\"tablist\">\r\n\r\n                            \r\n                    \r\n                        <li class=\"nav-item\" role=\"presentation\">\r\n                            <button class=\"nav-link active\" data-bs-toggle=\"tab\" data-bs-target=\"#code_0\" type=\"button\" role=\"tab\" aria-controls=\"code_0\" aria-selected=\"true\">\r\n                                HTML                            <\/button>\r\n                        <\/li>\r\n\r\n                    \r\n                            \r\n        <\/ul>\r\n        <div class=\"code-snippet__tab-content tab-content\">\r\n\r\n                            \r\n                    <div class=\"tab-pane show active\" id=\"code_0\" role=\"tabpanel\" aria-labelledby=\"code_0\">\r\n                        <div class=\"code-snippet__code-wrapper\">\r\n                            <div class=\"nav nav-buttons code-snippet__copy-wrapper\">\r\n                                <button type=\"button\" class=\"nav-link code-snippet__copy\" data-clipboard-target=\"#code_0_content\" data-clipboard-label=\"Copier dans le presse-papiers\" data-clipboard-success-label=\"Copi\u00e9\u00a0!\" data-clipboard-error-label=\"Impossible de copier\" data-tooltip=\"Copier dans le presse-papiers\" data-tooltip-placement=\"left\" role=\"tooltip\" aria-label=\"Copier dans le presse-papiers\">\r\n                                    <svg class=\"code-snippet__copy-icon code-snippet__copy-icon--default\" width=\"24\" height=\"24\" aria-hidden=\"true\" data-url=\"https:\/\/www.mailgun.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/file-stack.svg\"><\/svg>\r\n                                    <svg class=\"code-snippet__copy-icon code-snippet__copy-icon--success\" width=\"24\" height=\"24\" aria-hidden=\"true\" data-url=\"https:\/\/www.mailgun.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/badge-check.svg\"><\/svg>\r\n                                <\/button>\r\n                            <\/div>\r\n                            <pre class=\"w-100 h-100 m-0 line-numbers language-markup\">\r\n                                <code id=\"code_0_content\" class=\"language-markup\">\r\n\r\n                                    http:\/\/www.mystartup.com\/?utm_source=newsletter&amp;utm_medium=email&amp;utm_campaign=offer1\r\n                                <\/code>\r\n                            <\/pre>\r\n                        <\/div>\r\n                    <\/div>\r\n                                    <\/div>\r\n    <\/div>\r\n\n\n\n<p class=\"wp-block-paragraph\">Ils proposent m\u00eame de pratiques\u00a0<a href=\"http:\/\/support.google.com\/analytics\/bin\/answer.py?hl=en&amp;answer=1033867\" target=\"_tabs\" rel=\"noopener noreferrer\">g\u00e9n\u00e9rateurs d&rsquo;URL<\/a>\u00a0pour faciliter le processus. Lorsqu&rsquo;un client clique sur cette URL, votre fournisseur de statistiques web peut vous indiquer le nombre d&rsquo;inscriptions g\u00e9n\u00e9r\u00e9es par votre email.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cependant, il y a une multitude d&rsquo;\u00e9l\u00e9ments que vous souhaitez pouvoir suivre concernant vos clients, au-del\u00e0 de leur simple inscription. Par exemple, si vous proposez un service bas\u00e9 sur une API pour l&rsquo;\u00e9quipe de d\u00e9veloppement, comme\u00a0<a href=\"http:\/\/stripe.com\/\" target=\"_tabs\" rel=\"noopener noreferrer\">Stripe<\/a>\u00a0ou\u00a0<a href=\"http:\/\/urbanairship.com\/\" target=\"_tabs\" rel=\"noopener noreferrer\">Urban Airship<\/a>, vous voudrez peut-\u00eatre savoir si votre newsletter a augment\u00e9 la moyenne d&rsquo;appels d&rsquo;API par jour\u00a0<b>trois mois apr\u00e8s leur inscription<\/b>. Ces donn\u00e9es doivent \u00eatre reli\u00e9es \u00e0 votre base de donn\u00e9es clients ou applicative, et non isol\u00e9es dans un espace de stockage de statistiques web distinct (les statistiques web n&rsquo;\u00e9tant pas con\u00e7ues pour suivre les appels d&rsquo;API). Les cha\u00eenes de requ\u00eate seules ne sont donc d&rsquo;aucune utilit\u00e9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Il existe des solutions de contournement un peu complexes pour relier les campagnes aux utilisateurs, ainsi que d&rsquo;excellents services comme\u00a0<a href=\"https:\/\/www.kissmetrics.com\/\" target=\"_tabs\" rel=\"noopener noreferrer\">Kiss Metrics<\/a>\u00a0et\u00a0<a href=\"https:\/\/mixpanel.com\/\" target=\"_tabs\" rel=\"noopener noreferrer\">Mixpanel<\/a>\u00a0pour vous y aider. Nous vous recommandons vivement d&rsquo;essayer ces services si vous prenez les statistiques web au s\u00e9rieux.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Un autre moyen simple d&rsquo;associer votre activit\u00e9 email \u00e0 une personne dans votre base de donn\u00e9es clients consiste \u00e0 utiliser les webhooks et les variables personnalis\u00e9es de Mailgun.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Utiliser des variables d&#8217;email personnalis\u00e9es pour relier des donn\u00e9es comportementales granulaires<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Chaque fois qu&rsquo;un utilisateur ouvre un email, clique sur un lien ou s&rsquo;en d\u00e9sinscrit,\u00a0<a href=\"https:\/\/documentation.mailgun.com\/en\/latest\/user_manual.html#tracking-messages\" target=\"_tabs\" rel=\"noopener noreferrer\">Mailgun peut vous en informer via des webhooks<\/a>. Un webhook est tout simplement une requ\u00eate HTTP POST envoy\u00e9e \u00e0 votre application \u00e0 la suite d&rsquo;une action donn\u00e9e. Ces actions peuvent \u00eatre configur\u00e9es dans le panneau de contr\u00f4le Mailgun.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Imaginons que vous souhaitiez suivre\u00a0<i>quels clients ont cliqu\u00e9 sur une offre sp\u00e9cifique dans votre newsletter mensuelle,<\/i>\u00a0afin de mesurer\u00a0<i>si cette newsletter a entra\u00een\u00e9 une augmentation du nombre moyen d&rsquo;appels d&rsquo;API, par client, apr\u00e8s trois mois.<\/i><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Avec la prolif\u00e9ration des services bas\u00e9s sur une API et pay\u00e9s \u00e0 l&rsquo;usage, relier l&#8217;email marketing directement \u00e0 l&rsquo;utilisation r\u00e9elle est un vrai probl\u00e8me, et les personnes capables de le r\u00e9soudre pourraient gagner beaucoup d&rsquo;argent.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour mesurer cela, vous devez savoir quels utilisateurs ont cliqu\u00e9 sur quelle offre (Mailgun peut vous l&rsquo;indiquer) ET relier ces informations \u00e0 la base de donn\u00e9es o\u00f9 vous stockez les donn\u00e9es relatives \u00e0 l&rsquo;utilisation de l&rsquo;API de chaque client. Voici comment proc\u00e9der.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Mise en place de webhooks<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Vous devez d&rsquo;abord configurer Mailgun pour qu&rsquo;il vous transmette des informations lorsqu&rsquo;un utilisateur clique sur un lien dans l&rsquo;un de vos emails. Vous pouvez le faire dans le panneau de contr\u00f4le Mailgun, sous l&rsquo;onglet Suivi\u00a0:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lorsque Mailgun envoie le webhook via POST, vous recevez des donn\u00e9es sur l&rsquo;\u00e9v\u00e9nement de clic, notamment le destinataire de l&#8217;email, l&rsquo;URL cliqu\u00e9e et un horodatage (<a href=\"https:\/\/documentation.mailgun.com\/en\/latest\/user_manual.html#tracking-clicks\" target=\"_tabs\" rel=\"noopener noreferrer\">consultez la documentation pour obtenir la liste compl\u00e8te des param\u00e8tres du webhook de clic<\/a>). Dans certains cas, il suffit d&rsquo;utiliser le \u00ab\u00a0destinataire\u00a0\u00bb (recipient) comme valeur unique pour associer cette activit\u00e9 email \u00e0 votre base de donn\u00e9es clients et enregistrer quel client a cliqu\u00e9 sur votre email. Mais ce n&rsquo;est pas toujours le cas. Pour les mod\u00e8les de donn\u00e9es complexes, par exemple lorsqu&rsquo;un client poss\u00e8de plusieurs comptes ou que plusieurs clients partagent le m\u00eame compte, vous devrez sp\u00e9cifier un identifiant unique plus d\u00e9taill\u00e9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Les variables personnalis\u00e9es \u00e0 la rescousse\u00a0!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Configurer des variables personnalis\u00e9es<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Mailgun vous donne la possibilit\u00e9 de sp\u00e9cifier des variables personnalis\u00e9es pour chaque email que vous envoyez. Consid\u00e9rez ces variables comme des m\u00e9tadonn\u00e9es uniques, au niveau du message. Lorsqu&rsquo;un utilisateur clique sur votre email, ces variables personnalis\u00e9es vous sont transmises dans le webhook, avec les autres param\u00e8tres.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dans cet exemple, nous voulons associer un destinataire d&#8217;email \u00e0 son compte en utilisant le\u00a0<i>num\u00e9ro de compte<\/i>. De plus, nous souhaitons transmettre l&rsquo;<i>\u00a0ID de la campagne d&#8217;emailing<\/i>, afin de pouvoir tester quelle campagne a \u00e9t\u00e9 la plus efficace pour augmenter l&rsquo;utilisation moyenne de l&rsquo;API.<\/p>\n\n\n    <div data-content-type=\"longform\" class=\"code-snippet longform-spacings rounded-lg overflow-hidden shadow \" data-count=\"1\">\r\n        <ul class=\"nav nav-buttons code-snippet__tabs longform-except position-relative d-flex gap-2 flex-wrap p-3\" role=\"tablist\">\r\n\r\n                            \r\n                    \r\n                        <li class=\"nav-item\" role=\"presentation\">\r\n                            <button class=\"nav-link active\" data-bs-toggle=\"tab\" data-bs-target=\"#code_0\" type=\"button\" role=\"tab\" aria-controls=\"code_0\" aria-selected=\"true\">\r\n                                PHP                            <\/button>\r\n                        <\/li>\r\n\r\n                    \r\n                            \r\n        <\/ul>\r\n        <div class=\"code-snippet__tab-content tab-content\">\r\n\r\n                            \r\n                    <div class=\"tab-pane show active\" id=\"code_0\" role=\"tabpanel\" aria-labelledby=\"code_0\">\r\n                        <div class=\"code-snippet__code-wrapper\">\r\n                            <div class=\"nav nav-buttons code-snippet__copy-wrapper\">\r\n                                <button type=\"button\" class=\"nav-link code-snippet__copy\" data-clipboard-target=\"#code_0_content\" data-clipboard-label=\"Copier dans le presse-papiers\" data-clipboard-success-label=\"Copi\u00e9\u00a0!\" data-clipboard-error-label=\"Impossible de copier\" data-tooltip=\"Copier dans le presse-papiers\" data-tooltip-placement=\"left\" role=\"tooltip\" aria-label=\"Copier dans le presse-papiers\">\r\n                                    <svg class=\"code-snippet__copy-icon code-snippet__copy-icon--default\" width=\"24\" height=\"24\" aria-hidden=\"true\" data-url=\"https:\/\/www.mailgun.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/file-stack.svg\"><\/svg>\r\n                                    <svg class=\"code-snippet__copy-icon code-snippet__copy-icon--success\" width=\"24\" height=\"24\" aria-hidden=\"true\" data-url=\"https:\/\/www.mailgun.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/badge-check.svg\"><\/svg>\r\n                                <\/button>\r\n                            <\/div>\r\n                            <pre class=\"w-100 h-100 m-0 line-numbers language-PHP\">\r\n                                <code id=\"code_0_content\" class=\"language-PHP\">\r\n\r\n                                    Custom-Variables: {&quot;name&quot;: &quot;Awesome Customer&quot;, &quot;account_number&quot;: &quot;12345&quot;, &quot;email_campaign_id&quot;: &quot;30 Day Follow-up&quot;}rn\r\n                                <\/code>\r\n                            <\/pre>\r\n                        <\/div>\r\n                    <\/div>\r\n                                    <\/div>\r\n    <\/div>\r\n\n\n\n<h2 class=\"wp-block-heading\">D\u00e9ployer votre email<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Avec un peu de chance, votre entreprise est florissante et vous avez une vaste client\u00e8le. Si votre entreprise conna\u00eet un tel succ\u00e8s, c&rsquo;est probablement parce que vous vous appuyez sur les donn\u00e9es et que vous effectuez en permanence des tests A\/B sur diff\u00e9rentes campagnes. Cela peut g\u00e9n\u00e9rer un grand nombre de permutations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Aucun probl\u00e8me\u00a0: voici comment d\u00e9ployer votre email \u00e0 l&rsquo;aide d&rsquo;un petit script tr\u00e8s simple qui regroupe en lots le destinataire et ses donn\u00e9es personnalis\u00e9es\u00a0:<\/p>\n\n\n    <div data-content-type=\"longform\" class=\"code-snippet longform-spacings rounded-lg overflow-hidden shadow \" data-count=\"1\">\r\n        <ul class=\"nav nav-buttons code-snippet__tabs longform-except position-relative d-flex gap-2 flex-wrap p-3\" role=\"tablist\">\r\n\r\n                            \r\n                    \r\n                        <li class=\"nav-item\" role=\"presentation\">\r\n                            <button class=\"nav-link active\" data-bs-toggle=\"tab\" data-bs-target=\"#code_0\" type=\"button\" role=\"tab\" aria-controls=\"code_0\" aria-selected=\"true\">\r\n                                Python                            <\/button>\r\n                        <\/li>\r\n\r\n                    \r\n                            \r\n        <\/ul>\r\n        <div class=\"code-snippet__tab-content tab-content\">\r\n\r\n                            \r\n                    <div class=\"tab-pane show active\" id=\"code_0\" role=\"tabpanel\" aria-labelledby=\"code_0\">\r\n                        <div class=\"code-snippet__code-wrapper\">\r\n                            <div class=\"nav nav-buttons code-snippet__copy-wrapper\">\r\n                                <button type=\"button\" class=\"nav-link code-snippet__copy\" data-clipboard-target=\"#code_0_content\" data-clipboard-label=\"Copier dans le presse-papiers\" data-clipboard-success-label=\"Copi\u00e9\u00a0!\" data-clipboard-error-label=\"Impossible de copier\" data-tooltip=\"Copier dans le presse-papiers\" data-tooltip-placement=\"left\" role=\"tooltip\" aria-label=\"Copier dans le presse-papiers\">\r\n                                    <svg class=\"code-snippet__copy-icon code-snippet__copy-icon--default\" width=\"24\" height=\"24\" aria-hidden=\"true\" data-url=\"https:\/\/www.mailgun.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/file-stack.svg\"><\/svg>\r\n                                    <svg class=\"code-snippet__copy-icon code-snippet__copy-icon--success\" width=\"24\" height=\"24\" aria-hidden=\"true\" data-url=\"https:\/\/www.mailgun.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/badge-check.svg\"><\/svg>\r\n                                <\/button>\r\n                            <\/div>\r\n                            <pre class=\"w-100 h-100 m-0 line-numbers language-Python\">\r\n                                <code id=\"code_0_content\" class=\"language-Python\">\r\n\r\n                                    def postBatchToMailgun(customers):rn    batchJson = {}  # Create empty Dictionaryrn    toField = []    # Create empty Listrnrn    for customer in customers:rn        temp = {}  # Create temporary Dictionaryrn        temp[&#039;accountNumber&#039;] = customer[&quot;id&quot;]rn        temp[&#039;name&#039;] = customer[&quot;name&quot;]rn        temp[&#039;emailCampaignId&#039;] = &quot;30 Day Follow-up&quot;rnrn        # Assign dictionary of attributes to email address dictionary itemrn        batchJson[customer[&quot;email&quot;]] = temprnrn        # Populate list with email addresses for To fieldrn        toField.append(customer[&quot;email&quot;])rnrn    # Convert Dictionary of attributes to JSONrn    batchJson = json.dumps(batchJson)rnrn    return requests.post(rn        &quot;https:\/\/api.mailgun.net\/v2\/samples.mailgun.org\/messages&quot;,rn        auth=(&quot;api&quot;, &quot;key-3ax6xnjp29jd6fds4gc373sgvjxteol0&quot;),rn        data={rn            &quot;from&quot;: &quot;Pro User &lt;me@samples.mailgun.org&gt;&quot;,rn            &quot;to&quot;: toField,rn            &quot;subject&quot;: &quot;Hi %recipient.name%, Check This Out!&quot;,rn            &quot;html&quot;: &quot;Promo HTML Here&quot;,rn            &quot;v:Customer-Account-Number&quot;: &quot;%recipient.accountNumber%&quot;,  # In production, hash this to avoid exposing sensitive datarn            &quot;v:Email-Campaign-Id&quot;: &quot;%recipient.emailCampaignId%&quot;,rn            &quot;recipient-variables&quot;: batchJsonrn        }rn    )rn\r\n                                <\/code>\r\n                            <\/pre>\r\n                        <\/div>\r\n                    <\/div>\r\n                                    <\/div>\r\n    <\/div>\r\n\n\n\n<p class=\"wp-block-paragraph\">Dans l&rsquo;exemple de code ci-dessus, la m\u00e9thode postBatchToMailgun() n&rsquo;attend pas plus de 1\u00a0000 lignes de votre base de donn\u00e9es. Vous devrez d\u00e9terminer le nombre de boucles n\u00e9cessaires pour it\u00e9rer dans votre base de donn\u00e9es clients, puis transmettre le tuple \u00ab\u00a0customers\u00a0\u00bb \u00e0 la m\u00e9thode postBatchToMailgun().<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Vous trouverez ci-dessous un exemple d&rsquo;it\u00e9ration dans votre base de donn\u00e9es clients.<\/p>\n\n\n    <div data-content-type=\"longform\" class=\"code-snippet longform-spacings rounded-lg overflow-hidden shadow \" data-count=\"1\">\r\n        <ul class=\"nav nav-buttons code-snippet__tabs longform-except position-relative d-flex gap-2 flex-wrap p-3\" role=\"tablist\">\r\n\r\n                            \r\n                    \r\n                        <li class=\"nav-item\" role=\"presentation\">\r\n                            <button class=\"nav-link active\" data-bs-toggle=\"tab\" data-bs-target=\"#code_0\" type=\"button\" role=\"tab\" aria-controls=\"code_0\" aria-selected=\"true\">\r\n                                PHP                            <\/button>\r\n                        <\/li>\r\n\r\n                    \r\n                            \r\n        <\/ul>\r\n        <div class=\"code-snippet__tab-content tab-content\">\r\n\r\n                            \r\n                    <div class=\"tab-pane show active\" id=\"code_0\" role=\"tabpanel\" aria-labelledby=\"code_0\">\r\n                        <div class=\"code-snippet__code-wrapper\">\r\n                            <div class=\"nav nav-buttons code-snippet__copy-wrapper\">\r\n                                <button type=\"button\" class=\"nav-link code-snippet__copy\" data-clipboard-target=\"#code_0_content\" data-clipboard-label=\"Copier dans le presse-papiers\" data-clipboard-success-label=\"Copi\u00e9\u00a0!\" data-clipboard-error-label=\"Impossible de copier\" data-tooltip=\"Copier dans le presse-papiers\" data-tooltip-placement=\"left\" role=\"tooltip\" aria-label=\"Copier dans le presse-papiers\">\r\n                                    <svg class=\"code-snippet__copy-icon code-snippet__copy-icon--default\" width=\"24\" height=\"24\" aria-hidden=\"true\" data-url=\"https:\/\/www.mailgun.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/file-stack.svg\"><\/svg>\r\n                                    <svg class=\"code-snippet__copy-icon code-snippet__copy-icon--success\" width=\"24\" height=\"24\" aria-hidden=\"true\" data-url=\"https:\/\/www.mailgun.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/badge-check.svg\"><\/svg>\r\n                                <\/button>\r\n                            <\/div>\r\n                            <pre class=\"w-100 h-100 m-0 line-numbers language-PHP\">\r\n                                <code id=\"code_0_content\" class=\"language-PHP\">\r\n\r\n                                    import mathrnimport MySQLdbrnrn# Connect to MySQLrndb = MySQLdb.connect(rn    host=&quot;localhost&quot;,rn    user=&quot;myusername&quot;,       # your usernamern    passwd=&quot;topsecret&quot;,      # your passwordrn    db=&quot;campaign&quot;            # name of the databasern)rnrncursor = db.cursor(MySQLdb.cursors.DictCursor)rnrn# Get total number of recordsrncursor.execute(&quot;&quot;&quot;SELECT count(*) as total FROM campaign&quot;&quot;&quot;)rncount = cursor.fetchone()rntotal = count[&#039;total&#039;]rnrn# Calculate iterations (1000 records per batch)rnif total &lt; 1000:rn    iterations = 1rnelse:rn    iterations = int(math.ceil(total \/ 1000))rnrni = 0rnwhile i &lt; iterations:rn    cursor.execute(&quot;&quot;&quot;SELECT id, name, email FROM campaign LIMIT 1000&quot;&quot;&quot;)rn    customers = cursor.fetchall()rnrn    # Send batch to Mailgunrn    postBatchToMailgun(customers)rnrn    # Note: Here you need to update your LIMIT with OFFSET or use WHERE to fetch the next batchrn    # Otherwise, you\u2019ll keep sending the same 1000 records each iteration.rn    rn    i += 1rn\r\n                                <\/code>\r\n                            <\/pre>\r\n                        <\/div>\r\n                    <\/div>\r\n                                    <\/div>\r\n    <\/div>\r\n\n\n\n<h2 class=\"wp-block-heading\">Configurer votre application pour recevoir les webhooks<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Une fois que vous avez envoy\u00e9 des emails \u00e0 votre client\u00e8le et que celle-ci commence \u00e0 ouvrir vos superbes messages et \u00e0 cliquer dessus, vous devrez r\u00e9cup\u00e9rer les param\u00e8tres envoy\u00e9s avec les webhooks. Voici une petite application Flask qui vous montre les bases\u00a0:<\/p>\n\n\n    <div data-content-type=\"longform\" class=\"code-snippet longform-spacings rounded-lg overflow-hidden shadow \" data-count=\"1\">\r\n        <ul class=\"nav nav-buttons code-snippet__tabs longform-except position-relative d-flex gap-2 flex-wrap p-3\" role=\"tablist\">\r\n\r\n                            \r\n                    \r\n                        <li class=\"nav-item\" role=\"presentation\">\r\n                            <button class=\"nav-link active\" data-bs-toggle=\"tab\" data-bs-target=\"#code_0\" type=\"button\" role=\"tab\" aria-controls=\"code_0\" aria-selected=\"true\">\r\n                                PHP                            <\/button>\r\n                        <\/li>\r\n\r\n                    \r\n                            \r\n        <\/ul>\r\n        <div class=\"code-snippet__tab-content tab-content\">\r\n\r\n                            \r\n                    <div class=\"tab-pane show active\" id=\"code_0\" role=\"tabpanel\" aria-labelledby=\"code_0\">\r\n                        <div class=\"code-snippet__code-wrapper\">\r\n                            <div class=\"nav nav-buttons code-snippet__copy-wrapper\">\r\n                                <button type=\"button\" class=\"nav-link code-snippet__copy\" data-clipboard-target=\"#code_0_content\" data-clipboard-label=\"Copier dans le presse-papiers\" data-clipboard-success-label=\"Copi\u00e9\u00a0!\" data-clipboard-error-label=\"Impossible de copier\" data-tooltip=\"Copier dans le presse-papiers\" data-tooltip-placement=\"left\" role=\"tooltip\" aria-label=\"Copier dans le presse-papiers\">\r\n                                    <svg class=\"code-snippet__copy-icon code-snippet__copy-icon--default\" width=\"24\" height=\"24\" aria-hidden=\"true\" data-url=\"https:\/\/www.mailgun.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/file-stack.svg\"><\/svg>\r\n                                    <svg class=\"code-snippet__copy-icon code-snippet__copy-icon--success\" width=\"24\" height=\"24\" aria-hidden=\"true\" data-url=\"https:\/\/www.mailgun.com\/wp-content\/plugins\/sinch-core\/assets\/icons\/sinch\/badge-check.svg\"><\/svg>\r\n                                <\/button>\r\n                            <\/div>\r\n                            <pre class=\"w-100 h-100 m-0 line-numbers language-PHP\">\r\n                                <code id=\"code_0_content\" class=\"language-PHP\">\r\n\r\n                                    from flask import Flask, requestrnrnapp = Flask(__name__)rnrn@app.route(&#039;\/mailgun-tracking&#039;, methods=[&#039;GET&#039;, &#039;POST&#039;])rndef tracking():rn    # Access some of the email parsed valuesrn    request.form[&#039;Email-Campaign-Id&#039;]rn    request.form[&#039;Customer-Account-Number&#039;]rn    request.form[&#039;recipient&#039;]rn    request.form[&#039;event&#039;]rnrn    # Extended parametersrn    request.form[&#039;city&#039;]rn    request.form[&#039;region&#039;]rn    request.form[&#039;country&#039;]rn    request.form[&#039;ip&#039;]rn    request.form[&#039;device-type&#039;]rn    request.form[&#039;user-agent&#039;]rn    request.form[&#039;client-os&#039;]rn    request.form[&#039;client-type&#039;]rnrn    return &quot;Ok&quot;rnrnif __name__ == &#039;__main__&#039;:rn    app.run(host=&#039;50.56.174.200&#039;, port=100, debug=True)rn\r\n                                <\/code>\r\n                            <\/pre>\r\n                        <\/div>\r\n                    <\/div>\r\n                                    <\/div>\r\n    <\/div>\r\n\n\n\n<p class=\"wp-block-paragraph\">Cet exemple dresse la liste de quelques param\u00e8tres susceptibles de vous int\u00e9resser. Vous trouverez une\u00a0<a href=\"https:\/\/documentation.mailgun.com\/en\/latest\/user_manual.html#events-webhooks\" target=\"_tabs\" rel=\"noopener noreferrer\">liste compl\u00e8te des param\u00e8tres de webhooks<\/a>\u00a0dans notre documentation. Il suffit d&rsquo;ajouter ceux que vous souhaitez.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Associer les donn\u00e9es email aux donn\u00e9es clients<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Une fois les donn\u00e9es du webhook transmises \u00e0 l&rsquo;application, il s&rsquo;agit simplement d&rsquo;associer l&#8217;email au client en fonction de la variable account_number, et d&rsquo;ajouter l&rsquo;ID de la campagne au profil du client.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Vous avez d\u00e9sormais la possibilit\u00e9 de mesurer l&rsquo;effet \u00e0 long terme de vos campagnes d&#8217;emailing sans avoir \u00e0 vous fier aux cookies persistants et \u00e0 d&rsquo;autres m\u00e9thodes de suivi web moins sophistiqu\u00e9es.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bons envois\u00a0!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L&rsquo;\u00e9quipe Mailgun<\/p>\n\n\n\r\n    <aside data-content-type=\"longform\"  class=\"banner-block longform-spacings rounded-lg shadow-lg px-5 py-6 px-md-6 py-md-7 p-lg-7 bg-light\" data-theme=\"dark\" aria-labelledby=\"banner-block-block_09b6f6a580a958ec5b4ac0d70519e015\">\r\n                    <p class=\"text-uppercase section-caption text-body-color\">\r\n                S&rsquo;inscrire            <\/p>\r\n                            <p class=\"h4 text-accent fw-bold\" id=\"banner-block-block_09b6f6a580a958ec5b4ac0d70519e015\">\r\n                Lancez-vous, c&rsquo;est facile ! Et c&rsquo;est gratuit.            <\/p>\r\n                            <div class=\"mb-0 text-body-color\">\r\n                                    <div class=\"content-body mb-0 text-body-color\">D\u00e9couvrez ce que vous pouvez accomplir avec la meilleure plateforme de livraison d\u2019emails au monde.<\/div>\r\n                            <\/div>\r\n        \r\n        <div class=\"text-start mt-5\"><a href=\"https:\/\/signup.mailgun.com\/new\/signup\"  class=\"btn btn-secondary\" >Get started<\/a><\/div>\r\n    <\/aside>\r\n\r\n","protected":false},"excerpt":{"rendered":"<p>L&rsquo;une des derni\u00e8res expressions \u00e0 la mode dans le monde de la tech est le \u00ab\u00a0big data\u00a0\u00bb. Une fois que vous publiez quelque chose sur Internet, vous aurez (avec un peu de chance) l&#8217;embarras du choix en mati\u00e8re de donn\u00e9es\u00a0: le plus difficile est de relier des donn\u00e9es provenant de sources disparates pour en tirer des informations exploitables. C&rsquo;est \u00e0 cela que le \u00ab\u00a0big data\u00a0\u00bb est cens\u00e9 servir&#8230; du moins, je crois.<\/p>\n","protected":false},"author":13,"featured_media":4843,"menu_order":0,"template":"","meta":{"_acf_changed":true,"footnotes":""},"blog_category":[23],"class_list":["post-24727","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog_category-it-and-engineering"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Donn\u00e9es clients et donn\u00e9es email\u00a0: faire le lien | Mailgun<\/title>\n<meta name=\"description\" content=\"Dans cet article, nous allons vous pr\u00e9senter un moyen simple de relier vos donn\u00e9es email \u00e0 votre base de donn\u00e9es clients, afin d&#039;en tirer des conclusions pertinentes. En savoir plus \u2013\" \/>\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.mailgun.com\/fr\/blog\/it-and-engineering\/faire-lien-donnees-clients-donnees-email\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Donn\u00e9es clients et donn\u00e9es email\u00a0: faire le lien | Mailgun\" \/>\n<meta property=\"og:description\" content=\"Dans cet article, nous allons vous pr\u00e9senter un moyen simple de relier vos donn\u00e9es email \u00e0 votre base de donn\u00e9es clients, afin d&#039;en tirer des conclusions pertinentes. 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