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Consent Manager Tag v3.0 (for TCF 2.2) (function() { var host = 'www.datamation.com'; var element = document.createElement('script'); var firstScript = document.getElementsByTagName('script')[0]; var url = 'https://cmp.inmobi.com' .concat('/choice/', 'vPn77x7pBG57Y', '/', host, '/choice.js?tag_version=V3'); var uspTries = 0; var uspTriesLimit = 3; element.async = true; element.type = 'text/javascript'; element.src = url; firstScript.parentNode.insertBefore(element, firstScript); function makeStub() { var TCF_LOCATOR_NAME = '__tcfapiLocator'; var queue = []; var win = window; var cmpFrame; function addFrame() { var doc = win.document; var otherCMP = !!(win.frames[TCF_LOCATOR_NAME]); if (!otherCMP) { if (doc.body) { var iframe = doc.createElement('iframe'); iframe.style.cssText = 'display:none'; iframe.name = TCF_LOCATOR_NAME; doc.body.appendChild(iframe); } else { setTimeout(addFrame, 5); } } return !otherCMP; } function tcfAPIHandler() { var gdprApplies; var args = arguments; if (!args.length) { return queue; } else if (args[0] === 'setGdprApplies') { if ( args.length > 3 && args[2] === 2 && typeof args[3] === 'boolean' ) { gdprApplies = args[3]; if (typeof args[2] === 'function') { args[2]('set', true); } } } else if (args[0] === 'ping') { var retr = { gdprApplies: gdprApplies, cmpLoaded: false, cmpStatus: 'stub' }; if (typeof args[2] === 'function') { args[2](retr); } } else { if(args[0] === 'init' && typeof args[3] === 'object') { args[3] = Object.assign(args[3], { tag_version: 'V3' }); } queue.push(args); } } function postMessageEventHandler(event) { var msgIsString = typeof event.data === 'string'; var json = {}; try { if (msgIsString) { json = JSON.parse(event.data); } else { json = event.data; } } catch (ignore) {} var payload = json.__tcfapiCall; if (payload) { window.__tcfapi( payload.command, payload.version, function(retValue, success) { var returnMsg = { __tcfapiReturn: { returnValue: retValue, success: success, callId: payload.callId } }; if (msgIsString) { returnMsg = JSON.stringify(returnMsg); } if (event && event.source && event.source.postMessage) { event.source.postMessage(returnMsg, '*'); } }, payload.parameter ); } } while (win) { try { if (win.frames[TCF_LOCATOR_NAME]) { cmpFrame = win; break; } } catch (ignore) {} if (win === window.top) { break; } win = win.parent; } if (!cmpFrame) { addFrame(); win.__tcfapi = tcfAPIHandler; win.addEventListener('message', postMessageEventHandler, false); } }; makeStub(); function makeGppStub() { var CMP_ID = 10; var SUPPORTED_APIS = [ '2:tcfeuv2', '6:uspv1', '7:usnatv1', '8:usca', '9:usvav1', '10:uscov1', '11:usutv1', '12:usctv1' ]; window.__gpp_addFrame = function (n) { if (!window.frames[n]) { if (document.body) { var i = document.createElement("iframe"); i.style.cssText = "display:none"; i.name = n; document.body.appendChild(i); } else { window.setTimeout(window.__gpp_addFrame, 10, n); } } }; window.__gpp_stub = function () { var b = arguments; __gpp.queue = __gpp.queue || []; __gpp.events = __gpp.events || []; if (!b.length || (b.length == 1 && b[0] == "queue")) { return __gpp.queue; } if (b.length == 1 && b[0] == "events") { return __gpp.events; } var cmd = b[0]; var clb = b.length > 1 ? b[1] : null; var par = b.length > 2 ? b[2] : null; if (cmd === "ping") { clb( { gppVersion: "1.1", // must be “Version.Subversion”, current: “1.1” cmpStatus: "stub", // possible values: stub, loading, loaded, error cmpDisplayStatus: "hidden", // possible values: hidden, visible, disabled signalStatus: "not ready", // possible values: not ready, ready supportedAPIs: SUPPORTED_APIS, // list of supported APIs cmpId: CMP_ID, // IAB assigned CMP ID, may be 0 during stub/loading sectionList: [], applicableSections: [-1], gppString: "", parsedSections: {}, }, true ); } else if (cmd === "addEventListener") { if (!("lastId" in __gpp)) { __gpp.lastId = 0; } __gpp.lastId++; var lnr = __gpp.lastId; __gpp.events.push({ id: lnr, callback: clb, parameter: par, }); clb( { eventName: "listenerRegistered", listenerId: lnr, // Registered ID of the listener data: true, // positive signal pingData: { gppVersion: "1.1", // must be “Version.Subversion”, current: “1.1” cmpStatus: "stub", // possible values: stub, loading, loaded, error cmpDisplayStatus: "hidden", // possible values: hidden, visible, disabled signalStatus: "not ready", // possible values: not ready, ready supportedAPIs: SUPPORTED_APIS, // list of supported APIs cmpId: CMP_ID, // list of supported APIs sectionList: [], applicableSections: [-1], gppString: "", parsedSections: {}, }, }, true ); } else if (cmd === "removeEventListener") { var success = false; for (var i = 0; i < __gpp.events.length; i++) { if (__gpp.events[i].id == par) { __gpp.events.splice(i, 1); success = true; break; } } clb( { eventName: "listenerRemoved", listenerId: par, // Registered ID of the listener data: success, // status info pingData: { gppVersion: "1.1", // must be “Version.Subversion”, current: “1.1” cmpStatus: "stub", // possible values: stub, loading, loaded, error cmpDisplayStatus: "hidden", // possible values: hidden, visible, disabled signalStatus: "not ready", // possible values: not ready, ready supportedAPIs: SUPPORTED_APIS, // list of supported APIs cmpId: CMP_ID, // CMP ID sectionList: [], applicableSections: [-1], gppString: "", parsedSections: {}, }, }, true ); } else if (cmd === "hasSection") { clb(false, true); } else if (cmd === "getSection" || cmd === "getField") { clb(null, true); } //queue all other commands else { __gpp.queue.push([].slice.apply(b)); } }; window.__gpp_msghandler = function (event) { var msgIsString = typeof event.data === "string"; try { var json = msgIsString ? 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JSON.stringify(returnMsg) : returnMsg, "*"); }, "parameter" in i ? i.parameter : null, "version" in i ? i.version : "1.1" ); } }; if (!("__gpp" in window) || typeof window.__gpp !== "function") { window.__gpp = window.__gpp_stub; window.addEventListener("message", window.__gpp_msghandler, false); window.__gpp_addFrame("__gppLocator"); } }; makeGppStub(); var uspStubFunction = function() { var arg = arguments; if (typeof window.__uspapi !== uspStubFunction) { setTimeout(function() { if (typeof window.__uspapi !== 'undefined') { window.__uspapi.apply(window.__uspapi, arg); } }, 500); } }; var checkIfUspIsReady = function() { uspTries++; if (window.__uspapi === uspStubFunction && uspTries < uspTriesLimit) { console.warn('USP is not accessible'); } else { clearInterval(uspInterval); } }; if (typeof window.__uspapi === 'undefined') { window.__uspapi = uspStubFunction; var uspInterval = setInterval(checkIfUspIsReady, 6000); } })(); // End InMobi Choice. Consent Manager Tag v3.0 (for TCF 2.2) /** * DataLayer Push & CCPA Support * * Version 2.0.7 */ (function() { //URLs need to be externalized based on environments, during build update. var get_iab_vendors_url = 'https://cmp.inmobi.com/GVL-v3/vendor-list.json'; var get_google_atp_url = "https://cmp.inmobi.com/tcfv2/google-atp-list.json"; var iab_vendors, iab_vendor_ids, iab_vendor_names; var google_vendors, google_vendor_ids, google_vendor_names; var google_vendors_arr = [], google_vendor_ids_arr = [], google_vendor_names_arr = []; var iab_vendors_arr = [], iab_vendor_ids_arr = [], iab_vendor_names_arr = []; var non_iab_vendors, non_iab_vendor_ids, non_iab_vendor_names; var non_iab_vendors_arr = [], non_iab_vendor_ids_arr = [], non_iab_vendor_names_arr = []; var publisher_consents, publisher_legitimate_interests; var purpose_consents, purpose_legitimate_interests; function resultToList(a) {b = ','; for (var i in a){if (a[i]){b+=i+','}} return b;} /** * Get a full list of Non-IAB Vendors, specific to the Quantcast Universal Tag ID, using tcfapi */ function vendors_getNonIABVendorList() { window.__tcfapi('getConfig', 2, function(retObj) { if(retObj.hasOwnProperty('nonIabVendorsInfo')){ if(retObj.nonIabVendorsInfo.hasOwnProperty('nonIabVendorList')) { non_iab_vendors = retObj.nonIabVendorsInfo.nonIabVendorList; // Dont assume array key = vendor id, set key as vendor id with iab_vendors[i].id Object.keys(non_iab_vendors).forEach(function (i) { non_iab_vendors_arr[non_iab_vendors[i].vendorId] = non_iab_vendors[i].name; }); } } }); } /** * Get a full list of IAB Vendors. */ function vendors_getIABVendorList() { var xhttp = new XMLHttpRequest(); xhttp.onreadystatechange = function() { if (this.readyState == 4 && this.status == 200) { var res = JSON.parse(this.responseText); if(res.hasOwnProperty('vendors')) { iab_vendors = res.vendors; // Dont assume array key = vendor id, set key as vendor id with iab_vendors[i].id Object.keys(iab_vendors).forEach(function (i) { iab_vendors_arr[iab_vendors[i].id] = iab_vendors[i].name; }); } } }; xhttp.open("GET", get_iab_vendors_url, true); xhttp.send(); } /** * Get a full list of google atp list */ function vendors_getGoogleVendorList() { var xhttp = new XMLHttpRequest(); xhttp.onreadystatechange = function() { if (this.readyState == 4 && this.status == 200) { google_vendors = JSON.parse(this.responseText); google_vendors.forEach(function (vendor) { google_vendors_arr[vendor.provider_id] = vendor.provider_name; }); } }; xhttp.open("GET", get_google_atp_url, true); xhttp.send(); } /** * CMP Loaded. * * Push __cmpLoaded event to the data layer. */ function dlSend_tcLoaded(tcData) { window.dataLayer = window.dataLayer || []; window.dataLayer.push({ 'event': '__cmpLoaded', '__cmpLoaded': true, 'gdpr': tcData.gdprApplies, }); } /** * IAB Vendors. * * Push __cmpIABConsents event to the datalayer, along with iab vendor consent ids. */ function dlSend_consentData(tcData) { window.dataLayer = window.dataLayer || []; iab_vendor_names_arr = []; iab_vendor_ids_arr = []; non_iab_vendor_names_arr = []; non_iab_vendor_ids_arr = []; google_vendor_names_arr = []; google_vendor_ids_arr = []; if(tcData.hasOwnProperty('publisher')) { if(tcData.publisher.hasOwnProperty('consents')) { publisher_consents = resultToList(tcData.publisher.consents); } publisher_legitimate_interests = resultToList(tcData.publisher.legitimateInterests); } if(tcData.hasOwnProperty('purpose')) { if(tcData.purpose.hasOwnProperty('consents')) { purpose_consents = resultToList(tcData.purpose.consents); } purpose_legitimate_interests = resultToList(tcData.purpose.legitimateInterests); } // Run this in an interval (every 0.1s) just in case we are still waiting // on the return with our iab_vendors list calls, bail after 10 seconds var cnt = 0; var interval = setInterval(function(){ cnt += 1; if(cnt === 100){ clearInterval(interval); } if(iab_vendors) { clearInterval(interval); if(tcData.gdprApplies) { // Create name & id arrays of iab vendors with consent. if(tcData.hasOwnProperty('vendor')) { Object.keys(tcData.vendor.consents).forEach(function(vendorId) { if(tcData.vendor.consents[vendorId] || ! tcData.gdprApplies) { iab_vendor_names_arr[vendorId] = iab_vendors_arr[vendorId]; iab_vendor_ids_arr[vendorId] = vendorId; } }); } } else { // GDPR does not apply, add all vendor names/ids iab_vendor_names_arr = iab_vendors_arr; iab_vendors_arr.forEach(function(vendorName, vendorId) { iab_vendor_ids_arr[vendorId] = vendorId; }); } if(tcData.addtlConsent && google_vendors_arr) { // Create name and id arrays of google vendors with consent. // addtlConsent: "1~39.43.46.55.61. // 1~ is the version and the rest are the decoded ids google_vendor_ids_arr = tcData.addtlConsent.split('1~')[1].split('.'); google_vendor_ids_arr && google_vendor_ids_arr.forEach(function(google_id) { google_vendor_names_arr.push(google_vendors_arr[google_id]); }); } // Non IAB Vendors window.__tcfapi('getNonIABVendorConsents',2, function(nonIabConsent, nonIabSuccess) { if (nonIabSuccess) { if(nonIabConsent.gdprApplies) { // Create name & id arrays of non iab vendors with consent. nonIabConsent.nonIabVendorConsents && Object.keys(nonIabConsent.nonIabVendorConsents).forEach(function(vendorId) { if(nonIabConsent.nonIabVendorConsents[vendorId] || ! nonIabConsent.gdprApplies) { non_iab_vendor_names_arr[vendorId] = non_iab_vendors_arr[vendorId]; non_iab_vendor_ids_arr[vendorId] = vendorId; } }); } else { // GDPR does not apply, add all non iab vendor names/ids non_iab_vendor_names_arr = non_iab_vendors_arr; non_iab_vendors_arr.forEach(function(vendorName, vendorId) { non_iab_vendor_ids_arr[vendorId] = vendorId; }); } } // Join our array values, skipping empty items and joing them with a delimiter iab_vendor_names = iab_vendor_names_arr.filter(Boolean).join('|'); iab_vendor_ids = iab_vendor_ids_arr.filter(Boolean).join(','); google_vendor_names = google_vendor_names_arr.filter(Boolean).join('|'); google_vendor_ids = google_vendor_ids_arr.filter(Boolean).join('|'); non_iab_vendor_names = non_iab_vendor_names_arr.filter(Boolean).join('|'); non_iab_vendor_ids = non_iab_vendor_ids_arr.filter(Boolean).join(','); // Push __cmpIABConsents signals to the data layer. window.dataLayer.push({ 'event': '__cmpConsents', '__cmpConsents': { 'iabVendorConsentIds': iab_vendor_ids, 'iabVendorsWithConsent': iab_vendor_names, 'nonIABVendorConsentIds': non_iab_vendor_ids, 'nonIABVendorsWithConsent': non_iab_vendor_names, 'googleVendorConsentIds': google_vendor_ids, 'googleVendorsWithConsent': google_vendor_names, 'gdpr': tcData.gdprApplies, 'publisherConsents': publisher_consents, 'publisherLegitimateInterests': publisher_legitimate_interests, 'purposeConsents': purpose_consents, 'purposeLegitimateInterests': purpose_legitimate_interests, } }); }); } }, 100); } /** * CCPA footer message. */ function ccpa_footerMsg(tcData) { window.__uspapi('uspPing', 1, function(obj, status) { var footer_msg = document.getElementById('choice-footer-msg'); // get the footer container for our CCPA message if (status && obj.mode.includes('USP') && footer_msg !== null) { footer_msg.innerHTML = footer_msg.innerHTML + 'We use cookies' + ' and other data collection technologies' + ' to provide the best experience for our customers. You may request' + ' that your data not be shared with third parties here: ' + '<a href="#" onclick="window.__uspapi(\'displayUspUi\');"' + '>Do Not Sell My Data</a>' + '.'; // Add the 'ccpa-msg-added' class to the container for post message add styling. footer_msg.classList.add("ccpa-msg-added"); window.__uspapi('setUspDftData', 1, function(obj, status) { if (!status) { console.log("Error: USP string not updated!") } }); } }); } // Only get the IAB and Non-IAB vendor lists if the the Data layer push functionality // is enabled, otherwise we do not need the vendor lists. window.__tcfapi('addEventListener', 2, function(getConfig, listenerSuccess) { vendors_getIABVendorList(); // Get global IAB vendor list vendors_getGoogleVendorList(); // Get google vendor list vendors_getNonIABVendorList(); // Get UTID specific Non-IAB vendors }); // CCPA ccpa_footerMsg(); // Add our main listener. window.__tcfapi('addEventListener', 2, function(tcData,listenerSuccess) { if (listenerSuccess) { /** * User Visits: * 1st visit/no cookie = 'cmpuishown' called and then 'useractioncomplete' after user make their selection * Repeat visit/has cookie = only 'tcloaded' is called as the UI does not show unless the user clicks to show */ switch (tcData.eventStatus) { case 'cmpuishown': // Data Layer dlSend_tcLoaded(tcData); break; case 'tcloaded': // Data Layer if(tcData && tcData.gdprApplies) { dlSend_tcLoaded(tcData); dlSend_consentData(tcData); } break; case 'useractioncomplete': // Data Layer dlSend_consentData(tcData) break; } } }); })(); </script> <link rel="https://api.w.org/" href="https://www.datamation.com/wp-json/" /><link rel="alternate" title="JSON" type="application/json" href="https://www.datamation.com/wp-json/wp/v2/pages/407" /><link rel="EditURI" type="application/rsd+xml" title="RSD" href="https://www.datamation.com/wp/xmlrpc.php?rsd" /> <meta name="generator" content="WordPress 6.7.1" /> <link rel='shortlink' href='https://www.datamation.com/' /> <link rel="alternate" title="oEmbed (JSON)" type="application/json+oembed" href="https://www.datamation.com/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.datamation.com%2F" /> <link rel="alternate" title="oEmbed (XML)" type="text/xml+oembed" href="https://www.datamation.com/wp-json/oembed/1.0/embed?url=https%3A%2F%2Fwww.datamation.com%2F&format=xml" />  <script type="text/javascript"> (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-NR3XXWX8'); </script>  <script> window.tdb_global_vars = {"wpRestUrl":"https:\/\/www.datamation.com\/wp-json\/","permalinkStructure":"\/%category%\/%postname%\/"}; window.tdb_p_autoload_vars = {"isAjax":false,"isAdminBarShowing":false,"autoloadStatus":"off","origPostEditUrl":null}; </script> <style id="tdb-global-colors">:root{--accent-color:#fff}</style> <link rel="preload" href="https://securepubads.g.doubleclick.net/tag/js/gpt.js" as="script"> <script nodelay async src="https://securepubads.g.doubleclick.net/tag/js/gpt.js"></script>  <script nodelay> window.dataLayer = window.dataLayer || []; dataLayer.push({"event":"CMS_Data","category":[],"keywords":[],"taxonomy":[]}); </script>   <script nodelay> window.googletag = window.googletag || {}; window.googletag.cmd = window.googletag.cmd || []; const fetchWithFallback = (request) => { return fetch(request, { cache: 'force-cache' }) .catch(e => e instanceof TypeError && e.message === "Failed to fetch" ? fetch(request, { cache: 'reload' }) : Promise.reject(e) ) } // NGT const ngt = fetchWithFallback('https://traction.technologyadvice.com/ngt/me') .then(res => res.json()) .then(data => window.googletag.cmd.push(() => { let user_agent = navigator?.userAgent ?? 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></span></a></div> </div> <div class="td-module-meta-info"> <a href="https://www.datamation.com/big-data/" class="td-post-category" >Big Data</a> <div class="tdb-module-title-wrap"> <h3 class="entry-title td-module-title"><a href="https://www.datamation.com/big-data/how-to-run-monte-carlo-simulation-in-excel/" rel="bookmark" title="How to Run a Monte Carlo Simulation in Excel: 5 Key Steps">How to Run a Monte Carlo Simulation in Excel:...</a></h3> </div> <div class="td-editor-date"> <span class="td-post-author-name"><a href="https://www.datamation.com/author/cbernard/">Chris Bernard</a> <span>-</span> </span> <span class="td-post-date"><time class="entry-date updated td-module-date" datetime="2024-05-20T07:00:41-05:00" >May 20, 2024</time></span> </div> </div> </div> </div> </div></div></div></div></div></div></div><div id="tdi_49" class="tdc-row stretch_row_1400 td-stretch-content"><div class="vc_row tdi_50 wpb_row td-pb-row tdc-element-style" > <style scoped>.tdi_50,.tdi_50 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</div> </div></div><div class="tdm_block td_block_wrap tdm_block_button tdi_67 tdm-block-button-inline tdm-content-horiz-left td-pb-border-top td_block_template_10" data-td-block-uid="tdi_67" > <style>.tdi_67{margin-top:-60px!important;margin-bottom:40px!important}@media (max-width:767px){.tdi_67{margin-bottom:40px!important}}</style> <style>.tdi_67{float:right;clear:none}</style> <style>body .tdi_68{background-color:#2474bc}.tdi_68:before{background-color:#cbdd00}.tdi_68:hover:before{opacity:1}.tdi_68 .tdm-btn-text,.tdi_68 i{background-color:#ffffff;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_68 .tdm-btn-text,html[class*='ie'] .tdi_68 i{background:none;color:#ffffff}.tdi_68 svg{fill:#ffffff}.tdi_68 svg *{fill:inherit}body .tdi_68:hover .tdm-btn-text,body .tdi_68:hover i{color:#565656;-webkit-text-fill-color:unset;background:transparent;transition:none}body .tdi_68:hover svg{fill:#565656}body .tdi_68:hover svg *{fill:inherit}body .tdi_68 .tdm-btn-icon:last-child{margin-left:14px}.tdi_68{box-shadow:0px 2px 16px 0px rgba(0,0,0,0.1);font-family:omnes-cyrillic!important;font-size:18px!important}.tdi_68:hover{box-shadow:0px 2px 26px 0px rgba(0,0,0,0.1)}</style><div class="tds-button td-fix-index"><a href="/artificial-intelligence/" title="Read More" class="tds-button3 tdm-btn tdm-btn-lg tdi_68" ><span class="tdm-btn-text">Read More</span><i class="tdm-btn-icon tdc-font-fa tdc-font-fa-caret-right"></i></a></div></div><div class="td_block_wrap td_block_title tdi_69 td-pb-border-top td_block_template_10 td-fix-index" data-td-block-uid="tdi_69" > <style> .tdi_69 .td-block-title > * { color: #565656 !important; } .tdi_69 .td-block-title:before { background-color: rgba(36,116,188,0.41) !important; } </style> <style>body .tdi_69 .td-block-title a,body .tdi_69 .td-block-title span{font-family:omnes-cyrillic!important;font-size:36px!important}</style><div class="td-block-title-wrap"><h4 class="td-block-title"><span class="td-pulldown-size">Top Companies</span></h4></div></div><div class="vc_row_inner tdi_71 vc_row vc_inner wpb_row td-pb-row" > <style scoped>.tdi_71{position:relative!important;top:0;transform:none;-webkit-transform:none}.tdi_71,.tdi_71 .tdc-inner-columns{display:block}.tdi_71 .tdc-inner-columns{width:100%}@media (min-width:768px){.tdi_71{margin-left:-10px;margin-right:-10px}.tdi_71>.vc_column_inner,.tdi_71>.tdc-inner-columns>.vc_column_inner{padding-left:10px;padding-right:10px}}</style><div class="vc_column_inner tdi_73 wpb_column vc_column_container tdc-inner-column td-pb-span4"> <style scoped>.tdi_73{vertical-align:baseline}.tdi_73 .vc_column-inner>.wpb_wrapper,.tdi_73 .vc_column-inner>.wpb_wrapper .tdc-elements{display:block}.tdi_73 .vc_column-inner>.wpb_wrapper .tdc-elements{width:100%}</style><div class="vc_column-inner"><div class="wpb_wrapper" ><div class="tdm_block td_block_wrap tdm_block_column_content tdi_74 tdm-content-horiz-center td-pb-border-top td_block_template_10" data-td-block-uid="tdi_74" > <style>.tdi_74{padding-top:20px!important;padding-right:20px!important;padding-bottom:20px!important;padding-left:20px!important;box-shadow:0 0 14px #eaeaea!important;position:relative}</style> <style>.tdm_block_column_content .tdm-image-holder{position:relative;display:block;height:0;margin-bottom:24px;padding-bottom:70%}.tdm_block_column_content .tdm-image-holder:hover .tdm-hover-img{opacity:1}.tdm_block_column_content .tdm-image-holder>div{position:absolute;top:0;left:0;width:100%;height:100%;background-repeat:no-repeat;background-position:center center;background-size:cover}.tdm_block_column_content .tdm-hover-img{opacity:0;-webkit-transition:all 0.4s ease-in-out;transition:all 0.4s ease-in-out}.tdm_block_column_content:hover .tdm-col-content-title-url .tdm-title{color:var(--td_theme_color,#4db2ec)}.tdm_block_column_content .tdm-title-xxsm,.tdm_block_column_content .tdm-title-xsm{margin-bottom:20px}.tdm_block_column_content .tdm-title-md{margin-bottom:14px}.tdm_block_column_content .tdm-title-bg{margin-bottom:16px}.tdm_block_column_content .tdm-descr{margin-bottom:0}.tdm_block_column_content .tds-button{margin-top:25px}.tdi_74 .tdm-descr{color:#565656;font-family:PT Sans!important}@media (max-width:767px){.tdm_block_column_content .tdm-image-holder{margin-bottom:14px}}</style> <div class="tdi_74_rand_style td-element-style"><style> .tdi_74_rand_style{ background-color:#ffffff !important; } </style></div><div class="tdm-col-content-info"><a href="https://www.datamation.com/big-data/big-data-companies/" target="_blank" class="tdm-col-content-title-url"> <style>body .tdi_75 .tdm-title{background-color:#2474bc;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_75 .tdm-title{background:none;color:#2474bc}body .tdi_75:hover .tdm-title,body .tds_icon_box5_wrap:hover .tdi_75 .tdm-title{color:#cbdd00;-webkit-text-fill-color:unset;background:transparent;transition:none}.tdi_75:hover .tdm-title{cursor:default}.tdi_75 .tdm-title{font-family:omnes-cyrillic!important;font-weight:600!important}</style><div class="tds-title tds-title1 td-fix-index tdi_75"><h3 class="tdm-title tdm-title-md">Big Data Companies</h3></div></a><p class="tdm-descr td-fix-index">Big Data software is still in sharp growth mode, with big advances in predictive analytics tools and data mining tools.</p> <style>body .tdi_76{background-color:#cbdd00}.tdi_76:before{background-color:#2474bc}.tdi_76:hover:before{opacity:1}.tdi_76 .tdm-btn-text,.tdi_76 i{background-color:#565656;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_76 .tdm-btn-text,html[class*='ie'] .tdi_76 i{background:none;color:#565656}.tdi_76 svg{fill:#565656;fill:#565656}.tdi_76 svg *{fill:inherit;fill:inherit}body .tdi_76:hover .tdm-btn-text,body .tdi_76:hover i{color:#ffffff;-webkit-text-fill-color:unset;background:transparent;transition:none}body .tdi_76:hover svg{fill:#ffffff;fill:#ffffff}body .tdi_76:hover svg *{fill:inherit;fill:inherit}.tdi_76 i{background-color:#565656;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_76 i{background:none;color:#565656}body .tdi_76:hover i{color:#ffffff;-webkit-text-fill-color:unset;background:transparent;transition:none}body .tdi_76 .tdm-btn-icon:last-child{margin-left:14px}.tdi_76{box-shadow:0px 2px 16px 0px rgba(0,0,0,0.1);font-family:omnes-cyrillic!important;font-size:14px!important;font-weight:600!important}.tdi_76:hover{box-shadow:0px 2px 26px 0px rgba(0,0,0,0.1)}</style><div class="tds-button td-fix-index"><a href="/big-data/big-data-companies/" title="See the List" class="tds-button3 tdm-btn tdm-btn-md tdi_76" ><span class="tdm-btn-text">See the List</span><i class="tdm-btn-icon tdc-font-fa tdc-font-fa-angle-right"></i></a></div></div></div><div class="tdm_block td_block_wrap tdm_block_column_content tdi_77 tdm-content-horiz-center td-pb-border-top td_block_template_10" data-td-block-uid="tdi_77" > <style>.tdi_77{padding-top:20px!important;padding-right:20px!important;padding-bottom:20px!important;padding-left:20px!important;box-shadow:0 0 14px #eaeaea!important;position:relative}</style> <style>.tdi_77 .tdm-descr{color:#565656;font-family:PT Sans!important}</style> <div class="tdi_77_rand_style td-element-style"><style> .tdi_77_rand_style{ background-color:#ffffff !important; } </style></div><div class="tdm-col-content-info"><a href="/cloud/saas-companies/" target="_blank" class="tdm-col-content-title-url"> <style>body .tdi_78 .tdm-title{background-color:#2474bc;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_78 .tdm-title{background:none;color:#2474bc}body .tdi_78:hover .tdm-title,body .tds_icon_box5_wrap:hover .tdi_78 .tdm-title{color:#cbdd00;-webkit-text-fill-color:unset;background:transparent;transition:none}.tdi_78:hover .tdm-title{cursor:default}.tdi_78 .tdm-title{font-family:omnes-cyrillic!important;font-weight:600!important}</style><div class="tds-title tds-title1 td-fix-index tdi_78"><h3 class="tdm-title tdm-title-md">SaaS Companies</h3></div></a><p class="tdm-descr td-fix-index">Software as a Service (SaaS) companies are clearly on the upswing, aided by the rapid growth of the larger cloud computing market.</p> <style>body .tdi_79{background-color:#cbdd00}.tdi_79:before{background-color:#2474bc}.tdi_79:hover:before{opacity:1}.tdi_79 .tdm-btn-text,.tdi_79 i{background-color:#565656;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_79 .tdm-btn-text,html[class*='ie'] .tdi_79 i{background:none;color:#565656}.tdi_79 svg{fill:#565656;fill:#565656}.tdi_79 svg *{fill:inherit;fill:inherit}body .tdi_79:hover .tdm-btn-text,body .tdi_79:hover i{color:#ffffff;-webkit-text-fill-color:unset;background:transparent;transition:none}body .tdi_79:hover svg{fill:#ffffff;fill:#ffffff}body .tdi_79:hover svg *{fill:inherit;fill:inherit}.tdi_79 i{background-color:#565656;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_79 i{background:none;color:#565656}body .tdi_79:hover i{color:#ffffff;-webkit-text-fill-color:unset;background:transparent;transition:none}body .tdi_79 .tdm-btn-icon:last-child{margin-left:14px}.tdi_79{box-shadow:0px 2px 16px 0px rgba(0,0,0,0.1);font-family:omnes-cyrillic!important;font-size:14px!important;font-weight:600!important}.tdi_79:hover{box-shadow:0px 2px 26px 0px rgba(0,0,0,0.1)}</style><div class="tds-button td-fix-index"><a href="/cloud/saas-companies/" title="See the List" class="tds-button3 tdm-btn tdm-btn-md tdi_79" ><span class="tdm-btn-text">See the List</span><i class="tdm-btn-icon tdc-font-fa tdc-font-fa-angle-right"></i></a></div></div></div></div></div></div><div class="vc_column_inner tdi_81 wpb_column vc_column_container tdc-inner-column td-pb-span4"> <style scoped>.tdi_81{vertical-align:baseline}.tdi_81 .vc_column-inner>.wpb_wrapper,.tdi_81 .vc_column-inner>.wpb_wrapper .tdc-elements{display:block}.tdi_81 .vc_column-inner>.wpb_wrapper .tdc-elements{width:100%}</style><div class="vc_column-inner"><div class="wpb_wrapper" ><div class="tdm_block td_block_wrap tdm_block_column_content tdi_82 tdm-content-horiz-center td-pb-border-top td_block_template_10" data-td-block-uid="tdi_82" > <style>.tdi_82{padding-top:20px!important;padding-right:20px!important;padding-bottom:20px!important;padding-left:20px!important;box-shadow:0 0 14px #eaeaea!important;position:relative}</style> <style>.tdi_82 .tdm-descr{color:#565656;font-family:PT Sans!important}</style> <div class="tdi_82_rand_style td-element-style"><style> .tdi_82_rand_style{ background-color:#ffffff !important; } </style></div><div class="tdm-col-content-info"><a href="https://www.datamation.com/cloud/saas-companies/" target="_blank" class="tdm-col-content-title-url"> <style>body .tdi_83 .tdm-title{background-color:#2474bc;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_83 .tdm-title{background:none;color:#2474bc}body .tdi_83:hover .tdm-title,body .tds_icon_box5_wrap:hover .tdi_83 .tdm-title{color:#cbdd00;-webkit-text-fill-color:unset;background:transparent;transition:none}.tdi_83:hover .tdm-title{cursor:default}.tdi_83 .tdm-title{font-family:omnes-cyrillic!important;font-weight:600!important}</style><div class="tds-title tds-title1 td-fix-index tdi_83"><h3 class="tdm-title tdm-title-md">AI Companies</h3></div></a><p class="tdm-descr td-fix-index">AI companies are shaping the future of diverse industries by demonstrating how AI can solve real-world problems.</p> <style>body .tdi_84{background-color:#cbdd00}.tdi_84:before{background-color:#2474bc}.tdi_84:hover:before{opacity:1}.tdi_84 .tdm-btn-text,.tdi_84 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0px rgba(0,0,0,0.1)}</style><div class="tds-button td-fix-index"><a href="/featured/ai-companies/" title="See the List" class="tds-button3 tdm-btn tdm-btn-md tdi_84" ><span class="tdm-btn-text">See the List</span><i class="tdm-btn-icon tdc-font-fa tdc-font-fa-angle-right"></i></a></div></div></div><div class="tdm_block td_block_wrap tdm_block_column_content tdi_85 tdm-content-horiz-center td-pb-border-top td_block_template_10" data-td-block-uid="tdi_85" > <style>.tdi_85{padding-top:20px!important;padding-right:20px!important;padding-bottom:20px!important;padding-left:20px!important;box-shadow:0 0 14px #eaeaea!important;position:relative}</style> <style>.tdi_85 .tdm-descr{color:#565656;font-family:PT Sans!important}</style> <div class="tdi_85_rand_style td-element-style"><style> .tdi_85_rand_style{ background-color:#ffffff !important; } </style></div><div class="tdm-col-content-info"><a href="https://www.datamation.com/data-center/data-center-companies/" target="_blank" class="tdm-col-content-title-url"> <style>body .tdi_86 .tdm-title{background-color:#2474bc;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_86 .tdm-title{background:none;color:#2474bc}body .tdi_86:hover .tdm-title,body .tds_icon_box5_wrap:hover .tdi_86 .tdm-title{color:#cbdd00;-webkit-text-fill-color:unset;background:transparent;transition:none}.tdi_86:hover .tdm-title{cursor:default}.tdi_86 .tdm-title{font-family:omnes-cyrillic!important;font-weight:600!important}</style><div class="tds-title tds-title1 td-fix-index tdi_86"><h3 class="tdm-title tdm-title-md">MSP Companies</h3></div></a><p class="tdm-descr td-fix-index">Managed Service Providers strategically work towards improving business operations by filling in the gaps in the existing systems or resources. </p> <style>body .tdi_87{background-color:#cbdd00}.tdi_87:before{background-color:#2474bc}.tdi_87:hover:before{opacity:1}.tdi_87 .tdm-btn-text,.tdi_87 i{background-color:#565656;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_87 .tdm-btn-text,html[class*='ie'] .tdi_87 i{background:none;color:#565656}.tdi_87 svg{fill:#565656;fill:#565656}.tdi_87 svg *{fill:inherit;fill:inherit}body .tdi_87:hover .tdm-btn-text,body .tdi_87:hover i{color:#ffffff;-webkit-text-fill-color:unset;background:transparent;transition:none}body .tdi_87:hover svg{fill:#ffffff;fill:#ffffff}body .tdi_87:hover svg *{fill:inherit;fill:inherit}.tdi_87 i{background-color:#565656;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_87 i{background:none;color:#565656}body .tdi_87:hover i{color:#ffffff;-webkit-text-fill-color:unset;background:transparent;transition:none}body .tdi_87 .tdm-btn-icon:last-child{margin-left:14px}.tdi_87{box-shadow:0px 2px 16px 0px rgba(0,0,0,0.1);font-family:omnes-cyrillic!important;font-size:14px!important;font-weight:600!important}.tdi_87:hover{box-shadow:0px 2px 26px 0px rgba(0,0,0,0.1)}</style><div class="tds-button td-fix-index"><a href="/cloud/top-managed-services-providers/" title="See the List" class="tds-button3 tdm-btn tdm-btn-md tdi_87" ><span class="tdm-btn-text">See the List</span><i class="tdm-btn-icon tdc-font-fa tdc-font-fa-angle-right"></i></a></div></div></div></div></div></div><div class="vc_column_inner tdi_89 wpb_column vc_column_container tdc-inner-column td-pb-span4"> <style scoped>.tdi_89{vertical-align:baseline}.tdi_89 .vc_column-inner>.wpb_wrapper,.tdi_89 .vc_column-inner>.wpb_wrapper .tdc-elements{display:block}.tdi_89 .vc_column-inner>.wpb_wrapper .tdc-elements{width:100%}</style><div class="vc_column-inner"><div class="wpb_wrapper" ><div class="tdm_block td_block_wrap tdm_block_column_content tdi_90 tdm-content-horiz-center td-pb-border-top td_block_template_10" data-td-block-uid="tdi_90" > <style>.tdi_90{padding-top:20px!important;padding-right:20px!important;padding-bottom:20px!important;padding-left:20px!important;box-shadow:0 0 14px #eaeaea!important;position:relative}</style> <style>.tdi_90 .tdm-descr{color:#565656;font-family:PT Sans!important}</style> <div class="tdi_90_rand_style td-element-style"><style> .tdi_90_rand_style{ background-color:#ffffff !important; } </style></div><div class="tdm-col-content-info"><a href="https://www.datamation.com/cloud/top-16-cloud-computing-companies-2020/" target="_blank" class="tdm-col-content-title-url"> <style>body .tdi_91 .tdm-title{background-color:#2474bc;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_91 .tdm-title{background:none;color:#2474bc}body .tdi_91:hover .tdm-title,body .tds_icon_box5_wrap:hover .tdi_91 .tdm-title{color:#cbdd00;-webkit-text-fill-color:unset;background:transparent;transition:none}.tdi_91:hover .tdm-title{cursor:default}.tdi_91 .tdm-title{font-family:omnes-cyrillic!important;font-weight:600!important}</style><div class="tds-title tds-title1 td-fix-index tdi_91"><h3 class="tdm-title tdm-title-md">Cloud Companies</h3></div></a><p class="tdm-descr td-fix-index">The way companies now see the benefits of cloud has shifted from “optional upgrade” to “absolute business necessity.”</p> <style>body .tdi_92{background-color:#cbdd00}.tdi_92:before{background-color:#2474bc}.tdi_92:hover:before{opacity:1}.tdi_92 .tdm-btn-text,.tdi_92 i{background-color:#565656;-webkit-background-clip:text;-webkit-text-fill-color:transparent}html[class*='ie'] .tdi_92 .tdm-btn-text,html[class*='ie'] .tdi_92 i{background:none;color:#565656}.tdi_92 svg{fill:#565656;fill:#565656}.tdi_92 svg *{fill:inherit;fill:inherit}body .tdi_92:hover .tdm-btn-text,body .tdi_92:hover i{color:#ffffff;-webkit-text-fill-color:unset;background:transparent;transition:none}body .tdi_92:hover svg{fill:#ffffff;fill:#ffffff}body .tdi_92:hover svg 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