Datasets for Data Science, Machine Learning, AI & Analytics



 

KDnuggets subscribers now have access to the WorldData.AI Partners Plan at no cost! Check out the world’s largest external curated data platform, integrating data from all leading global sources.

 

Data Repositories



Get the FREE ebook 'KDnuggets Artificial Intelligence Pocket Dictionary' along with the leading newsletter on Data Science, Machine Learning, AI & Analytics straight to your inbox.

By subscribing you accept KDnuggets Privacy Policy

Get the FREE ebook 'KDnuggets Artificial Intelligence Pocket Dictionary' along with the leading newsletter on Data Science, Machine Learning, AI & Analytics straight to your inbox.

By subscribing you accept KDnuggets Privacy Policy

No, thanks!

`;e.insertAdjacentHTML(n,i)}return document.getElementById(t)}_repeatDynamicAds(t){let n=[],r=t.location===e.Recipe?99:this.locationMaxLazySequence.get(t.location),i=t.lazy?f(r,0):0,a=t.max,o=t.lazyMax,s=i===0&&t.lazy?a+o:Math.min(Math.max(i-t.sequence+1,0),a+o),c=Math.max(a,s);for(let e=0;e=a,o=r;t.name===`Recipe_1`&&r>=5&&(o=r+1),n.push(L(L({},t),{},{sequence:o,lazy:i}))}return n}_locationEnabled(e){let t=this._clsOptions.enabledLocations.includes(e.location),n=this._clsOptions.disableAds&&this._clsOptions.disableAds.all||document.body.classList.contains(`adthrive-disable-all`),r=!document.body.classList.contains(`adthrive-disable-content`)&&!this._clsOptions.disableAds.reasons.has(`content_plugin`);return t&&!n&&r}},He=class{constructor(){s(this,`_map`,[])}add(e,t,n,r=document){this._map.push({el:e,coords:t,dynamicAd:n,target:r})}addSorted(e,t,n,r=document){let i=this._upperBoundIndex(t);this._map.splice(i,0,{el:e,coords:t,dynamicAd:n,target:r})}get map(){return this._map}sort(){this._map.sort(({coords:e},{coords:t})=>e-t)}filterUsed(){this._map=this._map.filter(({dynamicAd:e})=>!e.used)}findNeighborIndices(e){let t=this._upperBoundIndex(e),n=t-1>=0?t-1:null,r=t>>1;this._map[r].coords<=e?t=r+1:n=r}return t}reset(){this._map=[]}},Ue=class extends He{};let X=l((e=navigator.userAgent)=>/(Windows NT|Macintosh|X11;[^)]*(Linux|CrOS))/i.test(e)),Z=()=>{let e=u()?`mobile`:`tablet`;return X(h)?`desktop`:e},We=e=>{let t=v(),n=Z(),r=e.siteAdsProfiles,i=null;if(r&&r.length)for(let e of r){let r=e.targeting.device,a=e.targeting.browserEngine,o=r&&r.length&&r.includes(n),s=a&&a.length&&a.includes(t);o&&s&&(i=e)}return i},Ge=e=>{let t=We(e);if(t){let e=t.profileId;document.body.classList.add(`raptive-profile-${e}`)}},Q={Video_Collapse_Autoplay_SoundOff:`Video_Collapse_Autoplay_SoundOff`,Video_Individual_Autoplay_SOff:`Video_Individual_Autoplay_SOff`,Video_Coll_SOff_Smartphone:`Video_Coll_SOff_Smartphone`,Video_In_Post_ClicktoPlay_SoundOn:`Video_In-Post_ClicktoPlay_SoundOn`,Video_Collapse_Autoplay_SoundOff_15s:`Video_Collapse_Autoplay_SoundOff_15s`,Video_Individual_Autoplay_SOff_15s:`Video_Individual_Autoplay_SOff_15s`,Video_Coll_SOff_Smartphone_15s:`Video_Coll_SOff_Smartphone_15s`,Video_In_Post_ClicktoPlay_SoundOn_15s:`Video_In-Post_ClicktoPlay_SoundOn_15s`};var Ke=class{get enabled(){return!0}};function qe(e,t){if(e==null)return{};var n={};for(var r in e)if({}.hasOwnProperty.call(e,r)){if(t.includes(r))continue;n[r]=e[r]}return n}function $(e,t){if(e==null)return{};var n,r,i=qe(e,t);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);for(r=0;re.type===`stationaryRelated`&&e.enabled),this._potentialPlayerMap=t,this._potentialPlayerMap}_filterPlayerMap(){let e=this._videoConfig.players,t={stickyRelated:[],stickyPlaylist:[],stationaryRelated:[]};return e&&e.length?e.filter(e=>{var t;return(t=e.devices)==null?void 0:t.includes(this._device)}).reduce((e,t)=>(e[t.type]||(T.event(this._component,`constructor`,`Unknown Video Player Type detected`,t.type),e[t.type]=[]),t.enabled&&e[t.type].push(t),e),t):t}_checkPlayerSelectorOnPage(e){for(let t of this._potentialPlayerMap[e]){let e=this._getPlacementElement(t);if(e)return{player:t,playerElement:e}}return{player:null,playerElement:null}}_getOverrideElement(e,t,n){if(e&&t){let r=document.createElement(`div`);t.insertAdjacentElement(e.position,r),n=r}else{let{player:e,playerElement:t}=this._checkPlayerSelectorOnPage(`stickyPlaylist`);if(e&&t){let r=document.createElement(`div`);t.insertAdjacentElement(e.position,r),n=r}}return n}_shouldOverrideElement(e){let t=e.getAttribute(`override-embed`);return t===`true`||t===`false`?t===`true`:this._videoConfig.relatedSettings?this._videoConfig.relatedSettings.overrideEmbedLocation:!1}_checkPageSelector(e,t,n=[]){return e&&t&&n.length===0?(window.location.pathname!==`/`&&T.event(`VideoUtils`,`getPlacementElement`,Error(`PSNF: ${e} does not exist on the page`)),!1):!0}_getElementSelector(e,t,n){return t&&t.length>n?t[n]:(T.event(`VideoUtils`,`getPlacementElement`,Error(`ESNF: ${e} does not exist on the page`)),null)}_getPlacementElement(e){let{pageSelector:t,elementSelector:n,skip:r}=e,i=z(t),{valid:a,elements:o}=i,s=$(i,Je),c=R(n),{valid:l,elements:u}=c,d=$(c,Ye);return t!==``&&!a?(T.error(`VideoUtils`,`getPlacementElement`,Error(`${t} is not a valid selector`),s),null):l?this._checkPageSelector(t,a,o)&&this._getElementSelector(n,u,r)||null:(T.error(`VideoUtils`,`getPlacementElement`,Error(`${n} is not a valid selector`),d),null)}_getEmbeddedPlayerType(e){let t=e.getAttribute(`data-player-type`);return(!t||t===`default`)&&(t=this._videoConfig.relatedSettings?this._videoConfig.relatedSettings.defaultPlayerType:`static`),this._stickyRelatedOnPage&&(t=`static`),t}_getMediaId(e){let t=e.getAttribute(`data-video-id`);return t?(this._relatedMediaIds.push(t),t):!1}_createRelatedPlayer(e,t,n,r){t===`collapse`?this._createCollapsePlayer(e,n):t===`static`&&this._createStaticPlayer(e,n,r)}_createCollapsePlayer(e,t){let{player:n,playerElement:r}=this._checkPlayerSelectorOnPage(`stickyRelated`),i=n||this._potentialPlayerMap.stationaryRelated[0];i&&i.playerId?(this._shouldOverrideElement(t)&&(t=this._getOverrideElement(n,r,t)),t=document.querySelector(`#cls-video-container-${e} > div`)||t,this._createStickyRelatedPlayer(L(L({},i),{},{mediaId:e}),t)):T.error(this._component,`_createCollapsePlayer`,`No video player found`)}_createStaticPlayer(e,t,n){if(this._potentialPlayerMap.stationaryRelated.length&&this._potentialPlayerMap.stationaryRelated[0].playerId){let r=this._potentialPlayerMap.stationaryRelated[0];this._createStationaryRelatedPlayer(L(L({},r),{},{mediaOrPlaylistId:e}),t,n)}else T.error(this._component,`_createStaticPlayer`,`No video player found`)}_shouldRunAutoplayPlayers(){return!!(this._isVideoAllowedOnPage()&&(this._potentialPlayerMap.stickyRelated.length||this._potentialPlayerMap.stickyPlaylist.length))}_setPlaylistMediaIdWhenStationaryOnPage(e,t){if(this._potentialPlayerMap.stationaryRelated.length&&this._potentialPlayerMap.stationaryRelated[0].playerId&&e&&e.length){let n=e[0].getAttribute(`data-video-id`);return n?L(L({},t),{},{mediaId:n}):t}return t}_determineAutoplayPlayers(e){let t=this._component,n=t===`VideoManagerComponent`,r=this._context;if(this._stickyRelatedOnPage){T.event(t,`stickyRelatedOnPage`,n&&{device:r&&r.device,isDesktop:this._device}||{});return}let{playerElement:i}=this._checkPlayerSelectorOnPage(`stickyPlaylist`),{player:a}=this._checkPlayerSelectorOnPage(`stickyPlaylist`);a&&a.playerId&&i?(a=this._setPlaylistMediaIdWhenStationaryOnPage(e,a),this._createPlaylistPlayer(a,i)):Math.random()<.01&&setTimeout(()=>{T.event(t,`noStickyPlaylist`,n&&{vendor:`none`,device:r&&r.device,isDesktop:this._device}||{})},1e3)}_initializeRelatedPlayers(e){let t=new Map;for(let n=0;n{let e=new c;!e||!e.enabled||(e.siteAds&&Ge(e.siteAds),new Ve(e,new Ue).start(),new Ze(new m(e),e).init())})()}catch(e){T.error(`CLS`,`pluginsertion-iife`,e),window.adthriveCLS&&(window.adthriveCLS.injectedFromPlugin=!1)}})();