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Data.ina.fr : Analyse des Médias par l’IA - Données et Statistiques de l’INA
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_ngcontent-datamedia-frontend-c2290537278><a _ngcontent-datamedia-frontend-c2290537278 title="Aller sur Lieux" href="/cles-lecture/lieux">Lieux <svg _ngcontent-datamedia-frontend-c2290537278="" xmlns="http://www.w3.org/2000/svg" width="13" height="11.11" viewBox="0 0 26 23" fill="none"><path _ngcontent-datamedia-frontend-c2290537278="" fill-rule="evenodd" clip-rule="evenodd" d="M26 11.1127C26 10.9642 25.9688 10.8186 25.9123 10.6834C25.8559 10.5497 25.7757 10.4279 25.6731 10.3254L15.6728 0.32644C15.2375 -0.108813 14.5318 -0.108813 14.0965 0.32644C13.6611 0.761694 13.6611 1.46731 14.0965 1.90256L22.1951 9.99858L1.11429 9.99858C0.4992 9.99858 0 10.4977 0 11.1127C0 11.7277 0.4992 12.2268 1.11429 12.2268L22.1951 12.2268L14.0965 20.3244C13.6611 20.7596 13.6611 21.4637 14.0965 21.899C14.3149 22.1174 14.5986 22.2258 14.8854 22.2258C15.1706 22.2258 15.4544 22.1174 15.6728 21.899L25.6731 11.9C25.7757 11.7975 25.8559 11.6757 25.9123 11.542C25.9688 11.4068 26 11.2613 26 11.1127Z" fill="black"/></svg></a></li><!----></div></div></app-sticky-home><!----></div></app-header><div class="main-content-hp"><app-base-line _nghost-datamedia-frontend-c427190700><div _ngcontent-datamedia-frontend-c427190700 id="baseline"><div _ngcontent-datamedia-frontend-c427190700 class="d-flex justify-content-center base__container base-anim"><div _ngcontent-datamedia-frontend-c427190700><p class="_font_regular-18_w-500">Bienvenue sur</p> <h1><span class="_font_italic-72_w-400">data</span> <span class="_base_round-10"></span> <span class="_font_regular-72_w-700">ina</span> <span class="_base_round-10"></span> <span class="_font_italic-72_w-400">fr</span></h1> <p class="_font_italic-24_lato-400 _font-base-spacing">Le site qui donne à voir les données de l’INA</p></div></div><div _ngcontent-datamedia-frontend-c427190700 class="animation d-flex justify-content-center"><i _ngcontent-datamedia-frontend-c427190700 class="cerule-150 bg-5FC1F7"></i><i _ngcontent-datamedia-frontend-c427190700 class="cerule-100 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="maya-100 bg-B3DDF4"></i><i _ngcontent-datamedia-frontend-c427190700 class="cerule-150 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="cerule-100 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="maya-100 bg-5FC1F7"></i><i _ngcontent-datamedia-frontend-c427190700 class="cerule-150 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-md-block d-lg-block cerule-100 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-lg-block maya-100 bg-B3DDF4"></i><i _ngcontent-datamedia-frontend-c427190700 class="cerule-100 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-lg-blockc erule-20 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-lg-block cerule-50 bg-5FC1F7"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-md-block d-lg-block maya-100 bg-86D4FF"></i><i 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_ngcontent-datamedia-frontend-c427190700 class="d-none d-lg-block cerule-150 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-lg-block cerule-100 bg-5FC1F7"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-md-block d-lg-block maya-100 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-md-block d-lg-block cerule-50 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-md-block d-lg-block cerule-100 bg-5FC1F7"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-lg-block maya-100 bg-B3DDF4"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-lg-block cerule-150 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-lg-block cerule-50 bg-5FC1F7"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-lg-block cerule-150 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="d-none d-lg-block maya-100 bg-B3DDF4"></i><i _ngcontent-datamedia-frontend-c427190700 class="cerule-50 bg-5FC1F7"></i><i _ngcontent-datamedia-frontend-c427190700 class="maya-100 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="cerule-150 bg-86D4FF"></i><i _ngcontent-datamedia-frontend-c427190700 class="cerule-50 bg-B3DDF4"></i></div></div></app-base-line><div class="container_hp_title col-md-12 col-lg-12"><div class="text"><div class="content-title"><p><i>Un regard inédit de l’INA sur les médias</i> </p><p><b>grâce aux intelligences artificielles</b><br></p></div></div></div><div class="container_bloc_informations"><div class="content_bloc_informations"><div class="content-bloc"><div class="text">L’INA capte 184 chaînes de télévision et de radio, chaque jour, 24h sur 24. Une matière formidable qui reflète les phénomènes qui animent la société. Pour data.ina.fr, 1 136 200 heures issues de cette immense « matière » ont été explorées par différents algorithmes. Pour la première fois, l’INA vous propose de visualiser ces données.</div><div class="button-container"><a title="Tout savoir sur data.ina.fr" class="button" href="/foire-questions"><span>Tout savoir sur data.ina.fr</span><svg xmlns="http://www.w3.org/2000/svg" width="17" height="15" viewBox="0 0 26 23" fill="none"><path fill-rule="evenodd" clip-rule="evenodd" d="M26 11.1127C26 10.9642 25.9688 10.8186 25.9123 10.6834C25.8559 10.5497 25.7757 10.4279 25.6731 10.3254L15.6728 0.32644C15.2375 -0.108813 14.5318 -0.108813 14.0965 0.32644C13.6611 0.761694 13.6611 1.46731 14.0965 1.90256L22.1951 9.99858L1.11429 9.99858C0.4992 9.99858 0 10.4977 0 11.1127C0 11.7277 0.4992 12.2268 1.11429 12.2268L22.1951 12.2268L14.0965 20.3244C13.6611 20.7596 13.6611 21.4637 14.0965 21.899C14.3149 22.1174 14.5986 22.2258 14.8854 22.2258C15.1706 22.2258 15.4544 22.1174 15.6728 21.899L25.6731 11.9C25.7757 11.7975 25.8559 11.6757 25.9123 11.542C25.9688 11.4068 26 11.2613 26 11.1127Z" fill="white"/></svg></a></div></div></div></div><div class="data__container col-md-12 col-lg-12 d-flex justify-content-between"><div class="d-flex flex-column text"><div class="me-auto title"><p><span class="_font_italic-58_w-400">Voir </span> <span class="_font_normal-60_w-700"> les données par...</span></p></div><div class="me-auto"><p class="_font_regular-18_w-700">Découvrez nos différentes entrées</p></div></div></div><app-tag _nghost-datamedia-frontend-c2618411275><section _ngcontent-datamedia-frontend-c2618411275 class="container-perimeter bloc-hp"><div _ngcontent-datamedia-frontend-c2618411275 class="wrapper-content"><article _ngcontent-datamedia-frontend-c2618411275><div _ngcontent-datamedia-frontend-c2618411275 class="perim__bg col-md-12 col-lg-8"><span _ngcontent-datamedia-frontend-c2618411275 class="title-perimeter"> Clés de lecture </span></div><div _ngcontent-datamedia-frontend-c2618411275 class="perim__cards mx-4 row row-cols-1 row-cols-md-2 row-cols-xl-4"><div _ngcontent-datamedia-frontend-c2618411275 class="px-1 mb-2"><div _ngcontent-datamedia-frontend-c2618411275 class="per__card col"><a _ngcontent-datamedia-frontend-c2618411275 class="card-link" title="Personnalités" href="/cles-lecture/personnalites"><div _ngcontent-datamedia-frontend-c2618411275 class="d-flex justify-content-center"><img _ngcontent-datamedia-frontend-c2618411275 width="180" height="180" loading="lazy" class="img-fluid" src="https://data-api.ina.fr/uploads/d947aa50ee2231ea025c45c9381e7645-669a1843397e7.svg" alt="image Personnalités"></div><p _ngcontent-datamedia-frontend-c2618411275>Personnalités</p><div _ngcontent-datamedia-frontend-c2618411275 class="col-md-12 text-center"><span _ngcontent-datamedia-frontend-c2618411275 class="button justify-content-space"><svg _ngcontent-datamedia-frontend-c2618411275="" xmlns="http://www.w3.org/2000/svg" width="17" height="15" viewBox="0 0 26 23" fill="none"><path _ngcontent-datamedia-frontend-c2618411275="" fill-rule="evenodd" clip-rule="evenodd" d="M26 11.1127C26 10.9642 25.9688 10.8186 25.9123 10.6834C25.8559 10.5497 25.7757 10.4279 25.6731 10.3254L15.6728 0.32644C15.2375 -0.108813 14.5318 -0.108813 14.0965 0.32644C13.6611 0.761694 13.6611 1.46731 14.0965 1.90256L22.1951 9.99858L1.11429 9.99858C0.4992 9.99858 0 10.4977 0 11.1127C0 11.7277 0.4992 12.2268 1.11429 12.2268L22.1951 12.2268L14.0965 20.3244C13.6611 20.7596 13.6611 21.4637 14.0965 21.899C14.3149 22.1174 14.5986 22.2258 14.8854 22.2258C15.1706 22.2258 15.4544 22.1174 15.6728 21.899L25.6731 11.9C25.7757 11.7975 25.8559 11.6757 25.9123 11.542C25.9688 11.4068 26 11.2613 26 11.1127Z" fill="white"/></svg> Visualiser les données </span></div></a></div></div><div _ngcontent-datamedia-frontend-c2618411275 class="px-1 mb-2"><div _ngcontent-datamedia-frontend-c2618411275 class="per__card col"><a _ngcontent-datamedia-frontend-c2618411275 class="card-link" title="Femmes-hommes" href="/cles-lecture/femmes-hommes"><div _ngcontent-datamedia-frontend-c2618411275 class="d-flex justify-content-center"><img _ngcontent-datamedia-frontend-c2618411275 width="180" height="180" loading="lazy" class="img-fluid" src="https://data-api.ina.fr/uploads/3fc86ddc2eb307041e2c348057bb3b53-669a17d0c6b05.svg" alt="image Femmes-hommes"></div><p _ngcontent-datamedia-frontend-c2618411275>Femmes-hommes</p><div _ngcontent-datamedia-frontend-c2618411275 class="col-md-12 text-center"><span _ngcontent-datamedia-frontend-c2618411275 class="button justify-content-space"><svg _ngcontent-datamedia-frontend-c2618411275="" xmlns="http://www.w3.org/2000/svg" width="17" height="15" viewBox="0 0 26 23" fill="none"><path _ngcontent-datamedia-frontend-c2618411275="" fill-rule="evenodd" clip-rule="evenodd" d="M26 11.1127C26 10.9642 25.9688 10.8186 25.9123 10.6834C25.8559 10.5497 25.7757 10.4279 25.6731 10.3254L15.6728 0.32644C15.2375 -0.108813 14.5318 -0.108813 14.0965 0.32644C13.6611 0.761694 13.6611 1.46731 14.0965 1.90256L22.1951 9.99858L1.11429 9.99858C0.4992 9.99858 0 10.4977 0 11.1127C0 11.7277 0.4992 12.2268 1.11429 12.2268L22.1951 12.2268L14.0965 20.3244C13.6611 20.7596 13.6611 21.4637 14.0965 21.899C14.3149 22.1174 14.5986 22.2258 14.8854 22.2258C15.1706 22.2258 15.4544 22.1174 15.6728 21.899L25.6731 11.9C25.7757 11.7975 25.8559 11.6757 25.9123 11.542C25.9688 11.4068 26 11.2613 26 11.1127Z" fill="white"/></svg> Visualiser les données </span></div></a></div></div><div _ngcontent-datamedia-frontend-c2618411275 class="px-1 mb-2"><div _ngcontent-datamedia-frontend-c2618411275 class="per__card col"><a _ngcontent-datamedia-frontend-c2618411275 class="card-link" title="Mots" href="/cles-lecture/mots"><div _ngcontent-datamedia-frontend-c2618411275 class="d-flex justify-content-center"><img _ngcontent-datamedia-frontend-c2618411275 width="180" height="180" loading="lazy" class="img-fluid" src="https://data-api.ina.fr/uploads/91228ec8554140c6fb8a09d1309d82d3-669a184d9bb83.svg" alt="image Mots"></div><p _ngcontent-datamedia-frontend-c2618411275>Mots</p><div _ngcontent-datamedia-frontend-c2618411275 class="col-md-12 text-center"><span _ngcontent-datamedia-frontend-c2618411275 class="button justify-content-space"><svg _ngcontent-datamedia-frontend-c2618411275="" xmlns="http://www.w3.org/2000/svg" width="17" height="15" viewBox="0 0 26 23" fill="none"><path _ngcontent-datamedia-frontend-c2618411275="" fill-rule="evenodd" clip-rule="evenodd" d="M26 11.1127C26 10.9642 25.9688 10.8186 25.9123 10.6834C25.8559 10.5497 25.7757 10.4279 25.6731 10.3254L15.6728 0.32644C15.2375 -0.108813 14.5318 -0.108813 14.0965 0.32644C13.6611 0.761694 13.6611 1.46731 14.0965 1.90256L22.1951 9.99858L1.11429 9.99858C0.4992 9.99858 0 10.4977 0 11.1127C0 11.7277 0.4992 12.2268 1.11429 12.2268L22.1951 12.2268L14.0965 20.3244C13.6611 20.7596 13.6611 21.4637 14.0965 21.899C14.3149 22.1174 14.5986 22.2258 14.8854 22.2258C15.1706 22.2258 15.4544 22.1174 15.6728 21.899L25.6731 11.9C25.7757 11.7975 25.8559 11.6757 25.9123 11.542C25.9688 11.4068 26 11.2613 26 11.1127Z" fill="white"/></svg> Visualiser les données </span></div></a></div></div><div _ngcontent-datamedia-frontend-c2618411275 class="px-1 mb-2"><div _ngcontent-datamedia-frontend-c2618411275 class="per__card col"><a _ngcontent-datamedia-frontend-c2618411275 class="card-link" title="Lieux" href="/cles-lecture/lieux"><div _ngcontent-datamedia-frontend-c2618411275 class="d-flex justify-content-center"><img _ngcontent-datamedia-frontend-c2618411275 width="180" height="180" loading="lazy" class="img-fluid" src="https://data-api.ina.fr/uploads/173229d216c0992c9ca8cc5823799a36-669a1857a2f68.svg" alt="image Lieux"></div><p _ngcontent-datamedia-frontend-c2618411275>Lieux</p><div _ngcontent-datamedia-frontend-c2618411275 class="col-md-12 text-center"><span _ngcontent-datamedia-frontend-c2618411275 class="button justify-content-space"><svg _ngcontent-datamedia-frontend-c2618411275="" xmlns="http://www.w3.org/2000/svg" width="17" height="15" viewBox="0 0 26 23" fill="none"><path _ngcontent-datamedia-frontend-c2618411275="" fill-rule="evenodd" clip-rule="evenodd" d="M26 11.1127C26 10.9642 25.9688 10.8186 25.9123 10.6834C25.8559 10.5497 25.7757 10.4279 25.6731 10.3254L15.6728 0.32644C15.2375 -0.108813 14.5318 -0.108813 14.0965 0.32644C13.6611 0.761694 13.6611 1.46731 14.0965 1.90256L22.1951 9.99858L1.11429 9.99858C0.4992 9.99858 0 10.4977 0 11.1127C0 11.7277 0.4992 12.2268 1.11429 12.2268L22.1951 12.2268L14.0965 20.3244C13.6611 20.7596 13.6611 21.4637 14.0965 21.899C14.3149 22.1174 14.5986 22.2258 14.8854 22.2258C15.1706 22.2258 15.4544 22.1174 15.6728 21.899L25.6731 11.9C25.7757 11.7975 25.8559 11.6757 25.9123 11.542C25.9688 11.4068 26 11.2613 26 11.1127Z" fill="white"/></svg> Visualiser les données </span></div></a></div></div><!----></div></article></div></section></app-tag><app-corpus-part _nghost-datamedia-frontend-c426204246><section _ngcontent-datamedia-frontend-c426204246 class="lecture__container"><div _ngcontent-datamedia-frontend-c426204246 class="wrapper-content"><article _ngcontent-datamedia-frontend-c426204246><div _ngcontent-datamedia-frontend-c426204246 class="perim__bg col-sm-12 col-lg-8"><span _ngcontent-datamedia-frontend-c426204246>Périmètres </span></div><div _ngcontent-datamedia-frontend-c426204246 class="row"><div _ngcontent-datamedia-frontend-c426204246 class="per__card col pb-3"><a _ngcontent-datamedia-frontend-c426204246 class="card-link" title="Journaux télévisés" href="/perimetres/journaux-televises"><div _ngcontent-datamedia-frontend-c426204246 class="text-center img-content"><img _ngcontent-datamedia-frontend-c426204246 width="190" height="130" loading="lazy" class="img-fluid" alt="Journaux télévisés" src="https://data-api.ina.fr/uploads/455a15b0cac62c8c57f77c5229e82c4c-62bed64d41114.svg"></div><div _ngcontent-datamedia-frontend-c426204246><p _ngcontent-datamedia-frontend-c426204246 class="title">Journaux télévisés</p></div><div _ngcontent-datamedia-frontend-c426204246 class="col-md-12 col-lg-10 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