kmeans méthode de partitionnement cours 34
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=3VLGFOMj8oI
Description de la méthode des K-means • Construction de classification sur des données de grandes dimensions • Classification sur variables qualitatives","styleRuns":[{"startIndex":0,"length":148,"styleRunExtensions":{"styleRunColorMapExtension":{"colorMap":[{"key":"USER_INTERFACE_THEME_DARK","value":4294967295},{"key":"USER_INTERFACE_THEME_LIGHT","value":4279440147}]}},"fontFamilyName":"Roboto"}]},"headerRuns":[{"startIndex":0,"length":148,"headerMapping":"ATTRIBUTED_STRING_HEADER_MAPPING_UNSPECIFIED"}]}},{"itemSectionRenderer":{"contents":[{"continuationItemRenderer":{"trigger":"CONTINUATION_TRIGGER_ON_ITEM_SHOWN","continuationEndpoint":{"clickTrackingParams":"COgBELsvGAIiEwiWzrvMzvSLAxXednoFHc8HJaA=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/next"}},"continuationCommand":{"token":"Eg0SCzNWTEdGT01qOG9JGAYyJSIRIgszVkxHRk9NajhvSTAAeAJCEGNvbW1lbnRzLXNlY3Rpb24%3D","request":"CONTINUATION_REQUEST_TYPE_WATCH_NEXT"}}}}],"trackingParams":"COgBELsvGAIiEwiWzrvMzvSLAxXednoFHc8HJaA=","sectionIdentifier":"comment-item-section","targetId":"comments-section"}}],"trackingParams":"COcBELovIhMIls67zM70iwMV3nZ6BR3PByWg"}},"secondaryResults":{"secondaryResults":{"results":[{"compactVideoRenderer":{"videoId":"S-vfGS-VTDI","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/S-vfGS-VTDI/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG rs=AOn4CLCe-S62rAUo4hqBVNTPyYjOwZ_Msg","width":168,"height":94},{"url":"https://i.ytimg.com/vi/S-vfGS-VTDI/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg== rs=AOn4CLDnC-ROrEF3J-j2EqqwKBmNaWRZHg","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"Caractérisation des classes d'individus issues d'une partition (cours 4/4) by François Husson 18,189 views 10 years ago 15 minutes"}},"simpleText":"Caractérisation des classes d'individus issues d'une partition (cours 4/4)"},"longBylineText":{"runs":[{"text":"François Husson","navigationEndpoint":{"clickTrackingParams":"COABEKQwGAAiEwiWzrvMzvSLAxXednoFHc8HJaAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@HussonFrancois","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCyz4M1pwJBNfjMFaUCHCNUQ","canonicalBaseUrl":"/@HussonFrancois"}}}]},"publishedTimeText":{"simpleText":"10 years ago"},"viewCountText":{"simpleText":"18,189 views"},"lengthText":{"accessibility":{"accessibilityData":{"label":"15 minutes, 2 seconds"}},"simpleText":"15:02"},"navigationEndpoint":{"clickTrackingParams":"COABEKQwGAAiEwiWzrvMzvSLAxXednoFHc8HJaAyB3JlbGF0ZWRIguWPmc7CsandAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=S-vfGS-VTDI","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"S-vfGS-VTDI","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr3---sn-uxaxiv0nxx5q-nv4l.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 id=4bebdf192f954c32 ip=2a02%3A27aa%3A0%3A0%3A0%3A0%3A0%3Ad49 initcwndbps=782500 mt=1741234843 oweuc= pxtags=Cg4KAnR4Egg1MTM5MzE1Nw rxtags=Cg4KAnR4Egg1MTM5MzE1NA%2CCg4KAnR4Egg1MTM5MzE1NQ%2CCg4KAnR4Egg1MTM5MzE1Ng%2CCg4KAnR4Egg1MTM5MzE1Nw%2CCg4KAnR4Egg1MTM5MzE1OA"}}}}},"shortBylineText":{"runs":[{"text":"François Husson","navigationEndpoint":{"clickTrackingParams":"COABEKQwGAAiEwiWzrvMzvSLAxXednoFHc8HJaAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@HussonFrancois","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCyz4M1pwJBNfjMFaUCHCNUQ","canonicalBaseUrl":"/@HussonFrancois"}}}]},"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/ytc/AIdro_kIxewnSOBQgmS_EzV1vCI4VvlHtea5x9NEz5Pz6f8xLFw=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"trackingParams":"COABEKQwGAAiEwiWzrvMzvSLAxXednoFHc8HJaBAspjV_JLj9_VL","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"18K views"}},"simpleText":"18K views"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Add to queue"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"COUBEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"COUBEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"S-vfGS-VTDI","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"COUBEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["S-vfGS-VTDI"],"params":"CAQ%3D"}},"videoIds":["S-vfGS-VTDI"]}},{"clickTrackingParams":"COUBEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Added to queue"},"trackingParams":"COYBELlqIhMIls67zM70iwMV3nZ6BR3PByWg"}},"popupType":"TOAST"}}]}},"trackingParams":"COUBEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"COQBENGqBRgHIhMIls67zM70iwMV3nZ6BR3PByWg","offlineVideoEndpoint":{"videoId":"S-vfGS-VTDI","onAddCommand":{"clickTrackingParams":"COQBENGqBRgHIhMIls67zM70iwMV3nZ6BR3PByWg","getDownloadActionCommand":{"videoId":"S-vfGS-VTDI","params":"CAIQAA%3D%3D"}}}},"trackingParams":"COQBENGqBRgHIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Share"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"COABEKQwGAAiEwiWzrvMzvSLAxXednoFHc8HJaA=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"CgtTLXZmR1MtVlRESQ%3D%3D","commands":[{"clickTrackingParams":"COABEKQwGAAiEwiWzrvMzvSLAxXednoFHc8HJaA=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"COMBEI5iIhMIls67zM70iwMV3nZ6BR3PByWg","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"COABEKQwGAAiEwiWzrvMzvSLAxXednoFHc8HJaA=","hasSeparator":true}}],"trackingParams":"COABEKQwGAAiEwiWzrvMzvSLAxXednoFHc8HJaA=","accessibility":{"accessibilityData":{"label":"Action menu"}},"targetId":"watch-related-menu-button"}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"15 minutes, 2 seconds"}},"simpleText":"15:02"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"Watch later","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"COIBEPnnAxgBIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"S-vfGS-VTDI","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"COIBEPnnAxgBIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"S-vfGS-VTDI"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Watch later"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"COIBEPnnAxgBIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Add to queue","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"COEBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"COEBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"S-vfGS-VTDI","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"COEBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["S-vfGS-VTDI"],"params":"CAQ%3D"}},"videoIds":["S-vfGS-VTDI"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Add to queue"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"COEBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Now playing"}]}}}],"accessibility":{"accessibilityData":{"label":"Caractérisation des classes d'individus issues d'une partition (cours 4/4) - 15 minutes - Go to channel - François Husson - 18K views - 10 years ago - play video"}},"richThumbnail":{"movingThumbnailRenderer":{"movingThumbnailDetails":{"thumbnails":[{"url":"https://i.ytimg.com/an_webp/S-vfGS-VTDI/mqdefault_6s.webp?du=3000 sqp=CIispL4G rs=AOn4CLCvRnUG-9v3Om9tXvqXvdHcRpvIbg","width":320,"height":180}],"logAsMovingThumbnail":true},"enableHoveredLogging":true,"enableOverlay":true}}}},{"compactVideoRenderer":{"videoId":"SE_4dLh5vXY","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/SE_4dLh5vXY/hqdefault.jpg?sqp=-oaymwE1CKgBEF5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AG6B4AC0AWKAgwIABABGHIgSygwMA8= rs=AOn4CLCUDAxA15sifwTUvgYO5IPsnD-Q7g","width":168,"height":94},{"url":"https://i.ytimg.com/vi/SE_4dLh5vXY/hqdefault.jpg?sqp=-oaymwE2CNACELwBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgBugeAAtAFigIMCAAQARhyIEsoMDAP rs=AOn4CLDrK2S5hbpihwAEBIAnwD0MsSBHZg","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"Classification ascendante hiérarchique (cours 1/4) : les données, la problématique by François Husson 100,316 views 10 years ago 17 minutes"}},"simpleText":"Classification ascendante hiérarchique (cours 1/4) : les données, la problématique"},"longBylineText":{"runs":[{"text":"François Husson","navigationEndpoint":{"clickTrackingParams":"CNkBEKQwGAEiEwiWzrvMzvSLAxXednoFHc8HJaAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@HussonFrancois","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCyz4M1pwJBNfjMFaUCHCNUQ","canonicalBaseUrl":"/@HussonFrancois"}}}]},"publishedTimeText":{"simpleText":"10 years ago"},"viewCountText":{"simpleText":"100,316 views"},"lengthText":{"accessibility":{"accessibilityData":{"label":"17 minutes, 16 seconds"}},"simpleText":"17:16"},"navigationEndpoint":{"clickTrackingParams":"CNkBEKQwGAEiEwiWzrvMzvSLAxXednoFHc8HJaAyB3JlbGF0ZWRIguWPmc7CsandAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=SE_4dLh5vXY","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"SE_4dLh5vXY","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr2---sn-uxaxiv0nxx5q-nv4l.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 id=484ff874b879bd76 ip=2a02%3A27aa%3A0%3A0%3A0%3A0%3A0%3Ad49 initcwndbps=782500 mt=1741234843 oweuc= pxtags=Cg4KAnR4Egg1MTM5MzE1Nw rxtags=Cg4KAnR4Egg1MTM5MzE1NA%2CCg4KAnR4Egg1MTM5MzE1NQ%2CCg4KAnR4Egg1MTM5MzE1Ng%2CCg4KAnR4Egg1MTM5MzE1Nw%2CCg4KAnR4Egg1MTM5MzE1OA"}}}}},"shortBylineText":{"runs":[{"text":"François Husson","navigationEndpoint":{"clickTrackingParams":"CNkBEKQwGAEiEwiWzrvMzvSLAxXednoFHc8HJaAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@HussonFrancois","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCyz4M1pwJBNfjMFaUCHCNUQ","canonicalBaseUrl":"/@HussonFrancois"}}}]},"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/ytc/AIdro_kIxewnSOBQgmS_EzV1vCI4VvlHtea5x9NEz5Pz6f8xLFw=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"trackingParams":"CNkBEKQwGAEiEwiWzrvMzvSLAxXednoFHc8HJaBA9vrmw8uO_qdI","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"100K views"}},"simpleText":"100K views"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Add to queue"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"CN4BEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CN4BEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"SE_4dLh5vXY","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CN4BEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["SE_4dLh5vXY"],"params":"CAQ%3D"}},"videoIds":["SE_4dLh5vXY"]}},{"clickTrackingParams":"CN4BEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Added to queue"},"trackingParams":"CN8BELlqIhMIls67zM70iwMV3nZ6BR3PByWg"}},"popupType":"TOAST"}}]}},"trackingParams":"CN4BEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"CN0BENGqBRgHIhMIls67zM70iwMV3nZ6BR3PByWg","offlineVideoEndpoint":{"videoId":"SE_4dLh5vXY","onAddCommand":{"clickTrackingParams":"CN0BENGqBRgHIhMIls67zM70iwMV3nZ6BR3PByWg","getDownloadActionCommand":{"videoId":"SE_4dLh5vXY","params":"CAIQAA%3D%3D"}}}},"trackingParams":"CN0BENGqBRgHIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Share"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"CNkBEKQwGAEiEwiWzrvMzvSLAxXednoFHc8HJaA=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"CgtTRV80ZExoNXZYWQ%3D%3D","commands":[{"clickTrackingParams":"CNkBEKQwGAEiEwiWzrvMzvSLAxXednoFHc8HJaA=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CNwBEI5iIhMIls67zM70iwMV3nZ6BR3PByWg","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"CNkBEKQwGAEiEwiWzrvMzvSLAxXednoFHc8HJaA=","hasSeparator":true}}],"trackingParams":"CNkBEKQwGAEiEwiWzrvMzvSLAxXednoFHc8HJaA=","accessibility":{"accessibilityData":{"label":"Action menu"}}}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"17 minutes, 16 seconds"}},"simpleText":"17:16"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"Watch later","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CNsBEPnnAxgBIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"SE_4dLh5vXY","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"CNsBEPnnAxgBIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"SE_4dLh5vXY"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Watch later"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CNsBEPnnAxgBIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Add to queue","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CNoBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CNoBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"SE_4dLh5vXY","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CNoBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["SE_4dLh5vXY"],"params":"CAQ%3D"}},"videoIds":["SE_4dLh5vXY"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Add to queue"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CNoBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Now playing"}]}}}],"accessibility":{"accessibilityData":{"label":"Classification ascendante hiérarchique (cours 1/4) : les données, la problématique - 17 minutes - Go to channel - François Husson - 100K views - 10 years ago - play video"}},"richThumbnail":{"movingThumbnailRenderer":{"movingThumbnailDetails":{"thumbnails":[{"url":"https://i.ytimg.com/an_webp/SE_4dLh5vXY/mqdefault_6s.webp?du=3000 sqp=CJS6pL4G rs=AOn4CLAg2Zgp1_v0nyS-wNu4zGONmQ5H0A","width":320,"height":180}],"logAsMovingThumbnail":true},"enableHoveredLogging":true,"enableOverlay":true}}}},{"compactVideoRenderer":{"videoId":"IHGZFwDTBXA","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/IHGZFwDTBXA/hqdefault.jpg?sqp=-oaymwEbCKgBEF5IVfKriqkDDggBFQAAiEIYAXABwAEG rs=AOn4CLDIwD9K6k9Ki8FZo2yS3viu5FC4qg","width":168,"height":94},{"url":"https://i.ytimg.com/vi/IHGZFwDTBXA/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg== rs=AOn4CLALN2OueegIdqBJqSfZQ2OEwy8TkQ","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"k-Means expliqué d'une façon simple sans formules mathématiques by FORMASYS 18,385 views 1 year ago 17 minutes"}},"simpleText":"k-Means expliqué d'une façon simple sans formules mathématiques"},"longBylineText":{"runs":[{"text":"FORMASYS","navigationEndpoint":{"clickTrackingParams":"CNIBEKQwGAIiEwiWzrvMzvSLAxXednoFHc8HJaAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@formasys8974","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCiDy_8ig36GuMQ1FCYIv_6w","canonicalBaseUrl":"/@formasys8974"}}}]},"publishedTimeText":{"simpleText":"1 year ago"},"viewCountText":{"simpleText":"18,385 views"},"lengthText":{"accessibility":{"accessibilityData":{"label":"17 minutes, 42 seconds"}},"simpleText":"17:42"},"navigationEndpoint":{"clickTrackingParams":"CNIBEKQwGAIiEwiWzrvMzvSLAxXednoFHc8HJaAyB3JlbGF0ZWRIguWPmc7CsandAZoBBQgBEPgd","commandMetadata":{"webCommandMetadata":{"url":"/watch?v=IHGZFwDTBXA","webPageType":"WEB_PAGE_TYPE_WATCH","rootVe":3832}},"watchEndpoint":{"videoId":"IHGZFwDTBXA","nofollow":true,"watchEndpointSupportedOnesieConfig":{"html5PlaybackOnesieConfig":{"commonConfig":{"url":"https://rr4---sn-nvm-cxbz.googlevideo.com/initplayback?source=youtube oeis=1 c=WEB oad=3200 ovd=3200 oaad=11000 oavd=11000 ocs=700 oewis=1 oputc=1 ofpcc=1 msp=1 odepv=1 id=2071991700d30570 ip=2a02%3A27aa%3A0%3A0%3A0%3A0%3A0%3Ad49 initcwndbps=1938750 mt=1741234843 oweuc= pxtags=Cg4KAnR4Egg1MTM5MzE1Nw rxtags=Cg4KAnR4Egg1MTM5MzE1NA%2CCg4KAnR4Egg1MTM5MzE1NQ%2CCg4KAnR4Egg1MTM5MzE1Ng%2CCg4KAnR4Egg1MTM5MzE1Nw%2CCg4KAnR4Egg1MTM5MzE1OA"}}}}},"shortBylineText":{"runs":[{"text":"FORMASYS","navigationEndpoint":{"clickTrackingParams":"CNIBEKQwGAIiEwiWzrvMzvSLAxXednoFHc8HJaAyB3JlbGF0ZWQ=","commandMetadata":{"webCommandMetadata":{"url":"/@formasys8974","webPageType":"WEB_PAGE_TYPE_CHANNEL","rootVe":3611,"apiUrl":"/youtubei/v1/browse"}},"browseEndpoint":{"browseId":"UCiDy_8ig36GuMQ1FCYIv_6w","canonicalBaseUrl":"/@formasys8974"}}}]},"channelThumbnail":{"thumbnails":[{"url":"https://yt3.ggpht.com/ytc/AIdro_nFlr2FSlIZqWNmop4DGgioS2dGH4RTBwVe3dj3C7zff2s=s68-c-k-c0x00ffffff-no-rj","width":68,"height":68}]},"trackingParams":"CNIBEKQwGAIiEwiWzrvMzvSLAxXednoFHc8HJaBA8IrMhvCi5rgg","shortViewCountText":{"accessibility":{"accessibilityData":{"label":"18K views"}},"simpleText":"18K views"},"menu":{"menuRenderer":{"items":[{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Add to queue"}]},"icon":{"iconType":"ADD_TO_QUEUE_TAIL"},"serviceEndpoint":{"clickTrackingParams":"CNcBEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CNcBEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"IHGZFwDTBXA","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CNcBEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["IHGZFwDTBXA"],"params":"CAQ%3D"}},"videoIds":["IHGZFwDTBXA"]}},{"clickTrackingParams":"CNcBEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg","openPopupAction":{"popup":{"notificationActionRenderer":{"responseText":{"simpleText":"Added to queue"},"trackingParams":"CNgBELlqIhMIls67zM70iwMV3nZ6BR3PByWg"}},"popupType":"TOAST"}}]}},"trackingParams":"CNcBEP6YBBgGIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"menuServiceItemDownloadRenderer":{"serviceEndpoint":{"clickTrackingParams":"CNYBENGqBRgHIhMIls67zM70iwMV3nZ6BR3PByWg","offlineVideoEndpoint":{"videoId":"IHGZFwDTBXA","onAddCommand":{"clickTrackingParams":"CNYBENGqBRgHIhMIls67zM70iwMV3nZ6BR3PByWg","getDownloadActionCommand":{"videoId":"IHGZFwDTBXA","params":"CAIQAA%3D%3D"}}}},"trackingParams":"CNYBENGqBRgHIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"menuServiceItemRenderer":{"text":{"runs":[{"text":"Share"}]},"icon":{"iconType":"SHARE"},"serviceEndpoint":{"clickTrackingParams":"CNIBEKQwGAIiEwiWzrvMzvSLAxXednoFHc8HJaA=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/share/get_share_panel"}},"shareEntityServiceEndpoint":{"serializedShareEntity":"CgtJSEdaRndEVEJYQQ%3D%3D","commands":[{"clickTrackingParams":"CNIBEKQwGAIiEwiWzrvMzvSLAxXednoFHc8HJaA=","openPopupAction":{"popup":{"unifiedSharePanelRenderer":{"trackingParams":"CNUBEI5iIhMIls67zM70iwMV3nZ6BR3PByWg","showLoadingSpinner":true}},"popupType":"DIALOG","beReused":true}}]}},"trackingParams":"CNIBEKQwGAIiEwiWzrvMzvSLAxXednoFHc8HJaA=","hasSeparator":true}}],"trackingParams":"CNIBEKQwGAIiEwiWzrvMzvSLAxXednoFHc8HJaA=","accessibility":{"accessibilityData":{"label":"Action menu"}}}},"thumbnailOverlays":[{"thumbnailOverlayTimeStatusRenderer":{"text":{"accessibility":{"accessibilityData":{"label":"17 minutes, 42 seconds"}},"simpleText":"17:42"},"style":"DEFAULT"}},{"thumbnailOverlayToggleButtonRenderer":{"isToggled":false,"untoggledIcon":{"iconType":"WATCH_LATER"},"toggledIcon":{"iconType":"CHECK"},"untoggledTooltip":"Watch later","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CNQBEPnnAxgBIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"addedVideoId":"IHGZFwDTBXA","action":"ACTION_ADD_VIDEO"}]}},"toggledServiceEndpoint":{"clickTrackingParams":"CNQBEPnnAxgBIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/browse/edit_playlist"}},"playlistEditEndpoint":{"playlistId":"WL","actions":[{"action":"ACTION_REMOVE_VIDEO_BY_VIDEO_ID","removedVideoId":"IHGZFwDTBXA"}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Watch later"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CNQBEPnnAxgBIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"thumbnailOverlayToggleButtonRenderer":{"untoggledIcon":{"iconType":"ADD_TO_QUEUE_TAIL"},"toggledIcon":{"iconType":"PLAYLIST_ADD_CHECK"},"untoggledTooltip":"Add to queue","toggledTooltip":"Added","untoggledServiceEndpoint":{"clickTrackingParams":"CNMBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true}},"signalServiceEndpoint":{"signal":"CLIENT_SIGNAL","actions":[{"clickTrackingParams":"CNMBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg","addToPlaylistCommand":{"openMiniplayer":false,"openListPanel":true,"videoId":"IHGZFwDTBXA","listType":"PLAYLIST_EDIT_LIST_TYPE_QUEUE","onCreateListCommand":{"clickTrackingParams":"CNMBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/playlist/create"}},"createPlaylistServiceEndpoint":{"videoIds":["IHGZFwDTBXA"],"params":"CAQ%3D"}},"videoIds":["IHGZFwDTBXA"]}}]}},"untoggledAccessibility":{"accessibilityData":{"label":"Add to queue"}},"toggledAccessibility":{"accessibilityData":{"label":"Added"}},"trackingParams":"CNMBEMfsBBgCIhMIls67zM70iwMV3nZ6BR3PByWg"}},{"thumbnailOverlayNowPlayingRenderer":{"text":{"runs":[{"text":"Now playing"}]}}}],"accessibility":{"accessibilityData":{"label":"k-Means expliqué d'une façon simple sans formules mathématiques - 17 minutes - Go to channel - FORMASYS - 18K views - 1 year ago - play video"}},"richThumbnail":{"movingThumbnailRenderer":{"movingThumbnailDetails":{"thumbnails":[{"url":"https://i.ytimg.com/an_webp/IHGZFwDTBXA/mqdefault_6s.webp?du=3000 sqp=CIC7pL4G rs=AOn4CLB50CpFyAF2D-8vdnkEkaYS15q74Q","width":320,"height":180}],"logAsMovingThumbnail":true},"enableHoveredLogging":true,"enableOverlay":true}}}},{"lockupViewModel":{"contentImage":{"collectionThumbnailViewModel":{"primaryThumbnail":{"thumbnailViewModel":{"image":{"sources":[{"url":"https://i.ytimg.com/vi/SE_4dLh5vXY/hqdefault.jpg?sqp=-oaymwEwCKgBEF5IWvKriqkDIwgBFQAAiEIYAfABAfgBugeAAtAFigIMCAAQARhyIEsoMDAP rs=AOn4CLALDDsd-THhI6Ix5fwQd1RDEZHHRQ","width":168,"height":94},{"url":"https://i.ytimg.com/vi/SE_4dLh5vXY/hqdefault.jpg?sqp=-oaymwExCNACELwBSFryq4qpAyMIARUAAIhCGAHwAQH4AboHgALQBYoCDAgAEAEYciBLKDAwDw== rs=AOn4CLBzF0mA50LpIuKDTYbnx5oFPTOkGQ","width":336,"height":188}]},"overlays":[{"thumbnailOverlayBadgeViewModel":{"thumbnailBadges":[{"thumbnailBadgeViewModel":{"icon":{"sources":[{"clientResource":{"imageName":"PLAYLISTS"}}]},"text":"7 videos","badgeStyle":"THUMBNAIL_OVERLAY_BADGE_STYLE_DEFAULT","backgroundColor":{"lightTheme":3350805,"darkTheme":3350805}}}],"position":"THUMBNAIL_OVERLAY_BADGE_POSITION_BOTTOM_END"}},{"thumbnailHoverOverlayViewModel":{"icon":{"sources":[{"clientResource":{"imageName":"PLAY_ALL"}}]},"text":{"content":"Play all","styleRuns":[{"startIndex":0,"length":8}]},"style":"THUMBNAIL_HOVER_OVERLAY_STYLE_COVER"}}],"backgroundColor":{"lightTheme":4993568,"darkTheme":4993568}}},"stackColor":{"lightTheme":10059115,"darkTheme":9667190}}},"metadata":{"lockupMetadataViewModel":{"title":{"content":"Classification Ascendante Hiérarchique"},"metadata":{"contentMetadataViewModel":{"metadataRows":[{"metadataParts":[{"text":{"content":"François Husson
#############################
