{"id":7178,"date":"2026-03-30T15:40:04","date_gmt":"2026-03-30T13:40:04","guid":{"rendered":"https:\/\/francestat.com\/?page_id=7178"},"modified":"2026-04-09T09:44:44","modified_gmt":"2026-04-09T07:44:44","slug":"uniwin-ia","status":"publish","type":"page","link":"https:\/\/francestat.com\/index.php\/uniwin-ia\/","title":{"rendered":"UNIWIN – IA"},"content":{"rendered":"

[vc_row][vc_column]

<\/div>

UNIWIN et l'Intelligence Artificielle<\/h2><\/div><\/div>[\/vc_column][\/vc_row][vc_row][vc_column][vc_empty_space][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]A partir de sa version 10.5.0, UNIWIN permet dans toutes ses analyses de g\u00e9n\u00e9rer un rapport directement copiable dans des outils d’Intelligence Artificielle (IA) comme ChatGPT d’OpenAI et Claude d’Anthropic pour obtenir des interpr\u00e9tations automatiques et des conseils concernant les r\u00e9sultats des analyses.<\/p>\n

Nous illustrons cette possibilit\u00e9 en utilisant deux m\u00e9thodes d’UNIWIN :<\/p>\n

    \n
  1. Une analyse en composantes princiaples (ACP), proc\u00e9dure fr\u00e9quemment utilis\u00e9e<\/li>\n
  2. Un r\u00e9seau de neurones artificiels (ANN), proc\u00e9dure souvent d\u00e9licate \u00e0 param\u00e9trer<\/li>\n<\/ol>\n

    A noter que pour des traitements volumineux, il peut \u00eatre n\u00e9cessaire de cr\u00e9er des comptes payants.[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]Analyse en Composantes Principales (ACP)<\/strong><\/p>\n

    Reprenons l’exemple OCDE trait\u00e9 dans la documentation de cette proc\u00e9dure (voir la documentation PDF<\/a> en page 5 pour une description de l’exemple et de l’analyse mise en oeuvre).<\/p>\n

    G\u00e9n\u00e9rons le rapport complet avec Interpr\u00e9tation par IA Claude. Le rapport est automatiquement copi\u00e9 dans le presse-papiers et l’IA Claude charg\u00e9e.\u00a0L’interpr\u00e9tation et les conseils de l’IA Claude sont alors disponibles en quelques instants.[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_single_image image=\u00a0\u00bb7196″ img_size=\u00a0\u00bblarge\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb][\/vc_column][\/vc_row][vc_row][vc_column width=\u00a0\u00bb1\/2″][vc_single_image image=\u00a0\u00bb7184″ img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb][\/vc_column][vc_column width=\u00a0\u00bb1\/2″][vc_single_image image=\u00a0\u00bb7198″ img_size=\u00a0\u00bbfull\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb][\/vc_column][\/vc_row][vc_row][vc_column width=\u00a0\u00bb1\/2″][vc_single_image image=\u00a0\u00bb7217″ img_size=\u00a0\u00bblarge\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb style=\u00a0\u00bbvc_box_border\u00a0\u00bb][\/vc_column][vc_column width=\u00a0\u00bb1\/2″][vc_single_image image=\u00a0\u00bb7218″ img_size=\u00a0\u00bblarge\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb style=\u00a0\u00bbvc_box_border\u00a0\u00bb][\/vc_column][\/vc_row][vc_row][vc_column width=\u00a0\u00bb1\/2″][vc_single_image image=\u00a0\u00bb7219″ img_size=\u00a0\u00bblarge\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb style=\u00a0\u00bbvc_box_border\u00a0\u00bb][\/vc_column][vc_column width=\u00a0\u00bb1\/2″][vc_single_image image=\u00a0\u00bb7220″ img_size=\u00a0\u00bblarge\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb style=\u00a0\u00bbvc_box_border\u00a0\u00bb][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]R\u00e9seaux de neurones artificiels (ANN)<\/strong><\/p>\n

    Reprenons l’exemple BOSTON trait\u00e9 dans la documentation de cette proc\u00e9dure (voir la documentation PDF<\/a> en page 27 pour une description de l’exemple et de l’analyse mise en oeuvre).<\/p>\n

    G\u00e9n\u00e9rons le rapport complet avec Interpr\u00e9tation par IA Claude. Le rapport est automatiquement copi\u00e9 dans le presse-papiers et l’IA Claude charg\u00e9e.\u00a0L’interpr\u00e9tation et les conseils de l’IA Claude sont alors disponibles en quelques instants.[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=\u00a0\u00bb1\/2″][vc_single_image image=\u00a0\u00bb7228″ img_size=\u00a0\u00bblarge\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb style=\u00a0\u00bbvc_box_border\u00a0\u00bb][\/vc_column][vc_column width=\u00a0\u00bb1\/2″][vc_single_image image=\u00a0\u00bb7229″ img_size=\u00a0\u00bblarge\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb style=\u00a0\u00bbvc_box_border\u00a0\u00bb][\/vc_column][\/vc_row][vc_row][vc_column width=\u00a0\u00bb1\/2″][vc_single_image image=\u00a0\u00bb7230″ img_size=\u00a0\u00bblarge\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb style=\u00a0\u00bbvc_box_border\u00a0\u00bb][\/vc_column][vc_column width=\u00a0\u00bb1\/2″][vc_single_image image=\u00a0\u00bb7231″ img_size=\u00a0\u00bblarge\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb style=\u00a0\u00bbvc_box_border\u00a0\u00bb][\/vc_column][\/vc_row][vc_row][vc_column width=\u00a0\u00bb1\/2″][vc_single_image image=\u00a0\u00bb7232″ img_size=\u00a0\u00bblarge\u00a0\u00bb alignment=\u00a0\u00bbcenter\u00a0\u00bb style=\u00a0\u00bbvc_box_border\u00a0\u00bb][\/vc_column][vc_column width=\u00a0\u00bb1\/2″][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"

    [vc_row][vc_column][\/vc_column][\/vc_row][vc_row][vc_column][vc_empty_space][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]A partir de sa version 10.5.0, UNIWIN permet dans toutes ses analyses de g\u00e9n\u00e9rer un rapport directement copiable dans des outils d’Intelligence Artificielle (IA) comme ChatGPT d’OpenAI et Claude d’Anthropic pour obtenir des interpr\u00e9tations automatiques et des conseils concernant les r\u00e9sultats des analyses. Nous illustrons cette possibilit\u00e9 en utilisant deux m\u00e9thodes d’UNIWIN : Une analyse…<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-7178","page","type-page","status-publish","hentry","description-off"],"yoast_head":"\nUNIWIN - IA - FRANCESTAT<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/francestat.com\/index.php\/uniwin-ia\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"UNIWIN - IA - FRANCESTAT\" \/>\n<meta property=\"og:description\" content=\"[vc_row][vc_column][\/vc_column][\/vc_row][vc_row][vc_column][vc_empty_space][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]A partir de sa version 10.5.0, UNIWIN permet dans toutes ses analyses de g\u00e9n\u00e9rer un rapport directement copiable dans des outils d’Intelligence Artificielle (IA) comme ChatGPT d’OpenAI et Claude d’Anthropic pour obtenir des interpr\u00e9tations automatiques et des conseils concernant les r\u00e9sultats des analyses. 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Nous illustrons cette possibilit\u00e9 en utilisant deux m\u00e9thodes d’UNIWIN : Une analyse…","og_url":"https:\/\/francestat.com\/index.php\/uniwin-ia\/","og_site_name":"FRANCESTAT","article_modified_time":"2026-04-09T07:44:44+00:00","twitter_card":"summary_large_image","twitter_misc":{"Dur\u00e9e de lecture estim\u00e9e":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/francestat.com\/index.php\/uniwin-ia\/","url":"https:\/\/francestat.com\/index.php\/uniwin-ia\/","name":"UNIWIN - IA - FRANCESTAT","isPartOf":{"@id":"https:\/\/francestat.com\/#website"},"datePublished":"2026-03-30T13:40:04+00:00","dateModified":"2026-04-09T07:44:44+00:00","breadcrumb":{"@id":"https:\/\/francestat.com\/index.php\/uniwin-ia\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/francestat.com\/index.php\/uniwin-ia\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/francestat.com\/index.php\/uniwin-ia\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/francestat.com\/"},{"@type":"ListItem","position":2,"name":"UNIWIN – IA"}]},{"@type":"WebSite","@id":"https:\/\/francestat.com\/#website","url":"https:\/\/francestat.com\/","name":"FRANCESTAT","description":"Logiciels, formations et services statistiques","publisher":{"@id":"https:\/\/francestat.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/francestat.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/francestat.com\/#organization","name":"FRANCESTAT","url":"https:\/\/francestat.com\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/francestat.com\/#\/schema\/logo\/image\/","url":"https:\/\/francestat.com\/wp-content\/uploads\/2018\/05\/logo_horizontal_small_francestat.jpg","contentUrl":"https:\/\/francestat.com\/wp-content\/uploads\/2018\/05\/logo_horizontal_small_francestat.jpg","width":155,"height":51,"caption":"FRANCESTAT"},"image":{"@id":"https:\/\/francestat.com\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/pages\/7178","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/comments?post=7178"}],"version-history":[{"count":43,"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/pages\/7178\/revisions"}],"predecessor-version":[{"id":7263,"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/pages\/7178\/revisions\/7263"}],"wp:attachment":[{"href":"https:\/\/francestat.com\/index.php\/wp-json\/wp\/v2\/media?parent=7178"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}