CINXE.COM

<!doctype html><html lang="en"><head> <meta charset="utf-8"> <title>How to do ETF analysis?</title> <link rel="shortcut icon" href="https://www.ultumus.com/hubfs/SIX_ULTUMUS-01-1.png"> <meta name="description" content="ETF analysis can focus on investments from a top-down or bottom-up perspective."> <link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css" rel="stylesheet">  <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/slick-carousel/1.9.0/slick-theme.min.css"> <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/slick-carousel/1.9.0/slick.min.css" integrity="sha256-UK1EiopXIL+KVhfbFa8xrmAWPeBjMVdvYMYkTAEv/HI=" crossorigin="anonymous"> <meta name="viewport" content="width=device-width, initial-scale=1"> <script src="/hs/hsstatic/jquery-libs/static-1.4/jquery/jquery-1.11.2.js"></script> <script>hsjQuery = window['jQuery'];</script> <meta property="og:description" content="ETF analysis can focus on investments from a top-down or bottom-up perspective."> <meta property="og:title" content="How to do ETF analysis?"> <meta name="twitter:description" content="ETF analysis can focus on investments from a top-down or bottom-up perspective."> <meta name="twitter:title" content="How to do ETF analysis?"> <style> a.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:left;padding:10px 0px 10px 10px}.hs-breadcrumb-menu-divider:before{content:'›';padding-left:10px}.hs-featured-image-link{border:0}.hs-featured-image{float:right;margin:0 0 20px 20px;max-width:50%}@media (max-width: 568px){.hs-featured-image{float:none;margin:0;width:100%;max-width:100%}}.hs-screen-reader-text{clip:rect(1px, 1px, 1px, 1px);height:1px;overflow:hidden;position:absolute !important;width:1px} </style> <link rel="stylesheet" href="https://www.ultumus.com/hs-fs/hub/8446674/hub_generated/template_assets/43349322498/1731404045954/Ultumus_Child_Theme/css/main.css"> <link rel="stylesheet" href="https://www.ultumus.com/hs-fs/hub/8446674/hub_generated/template_assets/83748713018/1731499027240/Ultumus_Child_Theme/css/theme-overrides.min.css"> <link rel="stylesheet" href="https://www.ultumus.com/hs-fs/hub/8446674/hub_generated/template_assets/43349196320/1731404044913/Ultumus_Child_Theme/css/responsive.min.css"> <link rel="stylesheet" href="https://www.ultumus.com/hs-fs/hub/8446674/hub_generated/template_assets/71238465695/1674223912053/Ultumus_Child_Theme/child.min.css"> <link rel="stylesheet" href="https://www.ultumus.com/hs-fs/hub/8446674/hub_generated/module_assets/99160097180/1674205144121/module_99160097180_Header.min.css"> <style> @font-face { font-family: "Roboto"; font-weight: 400; font-style: normal; font-display: swap; src: url("/_hcms/googlefonts/Roboto/regular.woff2") format("woff2"), url("/_hcms/googlefonts/Roboto/regular.woff") format("woff"); } @font-face { font-family: "Roboto"; font-weight: 300; font-style: normal; font-display: swap; src: url("/_hcms/googlefonts/Roboto/300.woff2") format("woff2"), url("/_hcms/googlefonts/Roboto/300.woff") format("woff"); } @font-face { font-family: "Roboto"; font-weight: 700; font-style: normal; font-display: swap; src: url("/_hcms/googlefonts/Roboto/700.woff2") format("woff2"), url("/_hcms/googlefonts/Roboto/700.woff") format("woff"); } </style>  <style id="hs_editor_style" type="text/css"> .dnd_area-row-0-force-full-width-section > .row-fluid { max-width: none !important; } /* HubSpot Non-stacked Media Query Styles */ @media (min-width:768px) { .dnd_area-row-1-vertical-alignment > .row-fluid { display: -ms-flexbox !important; -ms-flex-direction: row; display: flex !important; flex-direction: row; } .dnd_area-column-2-vertical-alignment { display: -ms-flexbox !important; -ms-flex-direction: column !important; -ms-flex-pack: center !important; display: flex !important; flex-direction: column !important; justify-content: center !important; } .dnd_area-column-2-vertical-alignment > div { flex-shrink: 0 !important; } } /* HubSpot Styles (default) */ .dnd_area-row-0-padding { padding-top: 0px !important; padding-bottom: 0px !important; padding-left: 0px !important; padding-right: 0px !important; } .dnd_area-row-1-background-layers { background-image: linear-gradient(rgba(255, 255, 255, 1), rgba(255, 255, 255, 1)) !important; background-position: left top !important; background-size: auto !important; background-repeat: no-repeat !important; } .dnd_area-column-2-padding { padding-left: 0px !important; padding-right: 0px !important; } </style>  <script> var _hsp = window._hsp = window._hsp || []; _hsp.push(['addPrivacyConsentListener', function(consent) { if (consent.allowed || (consent.categories && consent.categories.analytics)) { (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); ga('create','UA-90677900-1','auto'); ga('send','pageview'); }}]); </script>  <link rel="canonical" href="https://www.ultumus.com/ultimate-guide-to-managing-etf-data/how-to-do-etf-analysis">  <script> (function(h,o,t,j,a,r){ h.hj=h.hj||function(){(h.hj.q=h.hj.q||[]).push(arguments)}; h._hjSettings={hjid:2275745,hjsv:6}; a=o.getElementsByTagName('head')[0]; r=o.createElement('script');r.async=1; r.src=t+h._hjSettings.hjid+j+h._hjSettings.hjsv; a.appendChild(r); })(window,document,'https://static.hotjar.com/c/hotjar-','.js?sv='); </script> <meta property="og:image" content="https://www.ultumus.com/hubfs/ULTUMUS.png"> <meta property="og:image:width" content="1018"> <meta property="og:image:height" content="458"> <meta property="og:image:alt" content="How to do ETF analysis?"> <meta name="twitter:image" content="https://www.ultumus.com/hubfs/ULTUMUS.png"> <meta name="twitter:image:alt" content="How to do ETF analysis?"> <meta property="og:url" content="https://www.ultumus.com/ultimate-guide-to-managing-etf-data/how-to-do-etf-analysis"> <meta name="twitter:card" content="summary_large_image"> <meta http-equiv="content-language" content="en"> <script async defer type="text/javascript" src="//cdnjs.cloudflare.com/ajax/libs/jquery/1.7.1/jquery.min.js"></script> <script async defer type="text/javascript" src="//cdn.jsdelivr.net/npm/slick-carousel@1.8.1/slick/slick.min.js"></script> <meta name="generator" content="HubSpot"></head> <body> <div class="body-wrapper banner-fix hs-content-id-133256918803 hs-site-page page "> <div data-global-resource-path="Ultumus Child Theme/templates/partials/header.html"><header class="header"> <div class="header__container content-wrapper"> <div id="hs_cos_wrapper_header" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><div class="unique-header-main"> <div class="unique-header light-header "> <div class="container"> <div class="unique-header-inner"> <div class="unique-logo-wrap"> <div class="main-logo"> <span id="hs_cos_wrapper_header_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_logo" style="" data-hs-cos-general-type="widget" data-hs-cos-type="logo"><a href="//www.ultumus.com?hsLang=en" id="hs-link-header_" style="border-width:0px;border:0px;"><img src="https://www.ultumus.com/hs-fs/hubfs/SIX_ULTUMUS-01-1.png?width=190&height=76&name=SIX_ULTUMUS-01-1.png" class="hs-image-widget " height="76" style="height: auto;width:190px;border-width:0px;border:0px;" width="190" alt="SIX_ULTUMUS-01-1" title="SIX_ULTUMUS-01-1" srcset="https://www.ultumus.com/hs-fs/hubfs/SIX_ULTUMUS-01-1.png?width=95&height=38&name=SIX_ULTUMUS-01-1.png 95w, https://www.ultumus.com/hs-fs/hubfs/SIX_ULTUMUS-01-1.png?width=190&height=76&name=SIX_ULTUMUS-01-1.png 190w, https://www.ultumus.com/hs-fs/hubfs/SIX_ULTUMUS-01-1.png?width=285&height=114&name=SIX_ULTUMUS-01-1.png 285w, https://www.ultumus.com/hs-fs/hubfs/SIX_ULTUMUS-01-1.png?width=380&height=152&name=SIX_ULTUMUS-01-1.png 380w, https://www.ultumus.com/hs-fs/hubfs/SIX_ULTUMUS-01-1.png?width=475&height=190&name=SIX_ULTUMUS-01-1.png 475w, https://www.ultumus.com/hs-fs/hubfs/SIX_ULTUMUS-01-1.png?width=570&height=228&name=SIX_ULTUMUS-01-1.png 570w" sizes="(max-width: 190px) 100vw, 190px"></a></span> </div> </div> <div class="menu-block-wrap"> <div class="unique-header-menu"> <span id="hs_cos_wrapper_header_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_menu" style="" data-hs-cos-general-type="widget" data-hs-cos-type="menu"><div id="hs_menu_wrapper_header_" class="hs-menu-wrapper active-branch flyouts hs-menu-flow-horizontal" role="navigation" data-sitemap-name="default" data-menu-id="44120417117" aria-label="Navigation Menu"> <ul role="menu"> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="https://www.ultumus.com/why-ultumus" aria-haspopup="true" aria-expanded="false" role="menuitem">ULTUMUS</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/why-ultumus" role="menuitem">Why Choose Us</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/products" role="menuitem">ULTUMUS Products</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/contact" role="menuitem">Contact Us</a></li> </ul></li> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="https://www.ultumus.com/products" aria-haspopup="true" aria-expanded="false" role="menuitem">Index Products</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/global-index-aggregation" role="menuitem">Global Index Aggregation</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/custom-index-and-basket-calculation-solution" role="menuitem">Custom Index and Basket Calculation</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/global-dividend-forecast" role="menuitem">Dividend Forecasting</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/understanding-index-data-management" role="menuitem">Index Data Ultimate Guide</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/understanding-corporate-actions" role="menuitem">Corporate Actions Ultimate Guide</a></li> </ul></li> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="https://www.ultumus.com/products" aria-haspopup="true" aria-expanded="false" role="menuitem">ETF Products</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/global-etf-aggregation" role="menuitem">Global ETF Aggregation</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/pcf-calculation" role="menuitem">PCF Calculation</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/cosmos-platform" role="menuitem">COSMOS Create/Redeem Platform</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/ultimate-guide-to-managing-etf-data" role="menuitem">ETF Ultimate Guide</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/your-guide-to-portfolio-composition-files" role="menuitem">PCF Ultimate Guide</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/crypto-fixing-and-reference-data" role="menuitem">Crypto Fixing and Reference Data</a></li> </ul></li> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="https://www.ultumus.com/global-corporate-action-service" aria-haspopup="true" aria-expanded="false" role="menuitem">SIX Data</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/global-corporate-action-service" role="menuitem">Global Corporate Actions</a></li> </ul></li> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="https://www.ultumus.com/ultumus-use-cases-for-etf-issuers" aria-haspopup="true" aria-expanded="false" role="menuitem">Use Cases</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/ultumus-use-cases-for-etf-issuers" role="menuitem">ETF Issuers</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/market-makers" role="menuitem">Market Makers </a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/asset-managers-investor-services" role="menuitem">Asset Managers & Investor Services </a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/equity-derivatives-and-index-trading" role="menuitem">Equity Derivatives & Index Trading</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/tier-1-investment-bank-case-studies-and-solutions" role="menuitem">Case Studies</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/api-pulse-user-guide" role="menuitem">PULSE - API</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/api-pulse-user-guide-0" role="menuitem">IRONHIDE – Data & Tools UI</a></li> </ul></li> <li class="hs-menu-item hs-menu-depth-1 hs-item-has-children" role="none"><a href="https://insights.ultumus.com" aria-haspopup="true" aria-expanded="false" role="menuitem">News & Insights</a> <ul role="menu" class="hs-menu-children-wrapper"> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://product.ultumus.com/rebalance-calendar" role="menuitem">Global Index Rebalance Calendar</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://www.ultumus.com/etf-flow-reports" role="menuitem">ETF Flow Reports</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://insights.ultumus.com" role="menuitem">Insights</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://news.ultumus.com" role="menuitem">News</a></li> <li class="hs-menu-item hs-menu-depth-2" role="none"><a href="https://insights.ultumus.com/ultumus-restricted-content" role="menuitem">Restricted Content</a></li> </ul></li> </ul> </div></span> <div class="unique-header-menu__wrapper"> <a class="unique-header-menu__button" href="https://hubs.li/Q0164qtn0" target="_blank" rel="noopener noreferrer">LOGIN</a> </div> </div> </div> </div> </div> </div> </div></div> </div> </header></div> <main class="body-container-wrapper"> <div class="container-fluid body-container"> <div class="row-fluid-wrapper"> <div class="row-fluid"> <div class="span12 widget-span widget-type-cell " style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-1 dnd_area-row-0-force-full-width-section dnd-section dnd_area-row-0-padding"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-1" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <div class="inner-banner-main b_center banner-text-white" style="background-image:url(https://www.ultumus.com/hubfs/ULTUMUS.png);background-color:rgba(244, 204, 204,1.0)"> <div class="dnd-section"> <div class="overlay" style="background-color:rgba(0, 0, 0,0.6)"> </div> <div class="inner-banner-wrap"> <h1 style="color: #fff; opacity: 100%;"> <div id="hs_cos_wrapper_dnd_area-module-1_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_text" data-hs-cos-field="innerbanner_banner_content.innerbanner_main_title">How to do ETF analysis?</div> </h1> </div> </div> </div></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-2 dnd_area-row-1-vertical-alignment dnd_area-row-1-background-color dnd-section dnd_area-row-1-background-layers"> <div class="row-fluid "> <div class="span12 widget-span widget-type-cell dnd_area-column-2-padding dnd-column dnd_area-column-2-vertical-alignment" style="" data-widget-type="cell" data-x="0" data-w="12"> <div class="row-fluid-wrapper row-depth-1 row-number-3 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_dnd_area-module-3" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-rich_text widget-type-rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><span id="hs_cos_wrapper_dnd_area-module-3_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><h2>How to do ETF analysis?</h2> <p>ETF analysis can focus on investments from a top down or bottom-up perspective. A top<br>down or thematic approach to ETF investing could pick markets such as Japanese equities,<br>sectors such as AI or technology, or themes such as climate change and decarbonisation.</p> <p>A bottom up approach to picking ETFs could drill down deeper into more granular sub-sectors,<br>such as electric vehicle batteries, Chinese e-commerce, or solar power.</p> <p>ETF analysis can also focus on execution efficiency, such as liquidity, volumes traded and<br>bid/offer spreads, which can also change over different market conditions and vary between<br>times of day.</p></span></div> </div> </div> </div> <div class="row-fluid-wrapper row-depth-1 row-number-4 dnd-row"> <div class="row-fluid "> <div class="span12 widget-span widget-type-custom_widget dnd-module" style="" data-widget-type="custom_widget" data-x="0" data-w="12"> <div id="hs_cos_wrapper_widget_1697443287170" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <a class="btn large_btn bordered_btn success_color" href="https://www.ultumus.com/ultimate-guide-to-managing-etf-data?hsLang=en" target="_blank" rel="noopener noreferrer"> <div id="hs_cos_wrapper_widget_1697443287170_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_text" data-hs-cos-field="button_text">Button Text</div> </a></div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </main> <div data-global-resource-path="Ultumus Child Theme/templates/partials/footer.html"> <div id="hs_cos_wrapper_footer" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <div class="footer text_white" style="background-color:#021626;"> <div class="container"> <div class="regal-footer"> <div class="row-fluid"> <div class="span12"> <div class="span6 footer-logo-columns"> <div class="footer-logo"> <span id="hs_cos_wrapper_footer_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_logo" style="" data-hs-cos-general-type="widget" data-hs-cos-type="logo"><a href="//www.ultumus.com?hsLang=en" id="hs-link-footer_" style="border-width:0px;border:0px;"><img src="https://www.ultumus.com/hs-fs/hubfs/Ult-6-wit.png?width=220&height=57&name=Ult-6-wit.png" class="hs-image-widget " height="57" style="height: auto;width:220px;border-width:0px;border:0px;" width="220" alt="Ult-6-wit" title="Ult-6-wit" loading="lazy" srcset="https://www.ultumus.com/hs-fs/hubfs/Ult-6-wit.png?width=110&height=29&name=Ult-6-wit.png 110w, https://www.ultumus.com/hs-fs/hubfs/Ult-6-wit.png?width=220&height=57&name=Ult-6-wit.png 220w, https://www.ultumus.com/hs-fs/hubfs/Ult-6-wit.png?width=330&height=86&name=Ult-6-wit.png 330w, https://www.ultumus.com/hs-fs/hubfs/Ult-6-wit.png?width=440&height=114&name=Ult-6-wit.png 440w, https://www.ultumus.com/hs-fs/hubfs/Ult-6-wit.png?width=550&height=143&name=Ult-6-wit.png 550w, https://www.ultumus.com/hs-fs/hubfs/Ult-6-wit.png?width=660&height=171&name=Ult-6-wit.png 660w" sizes="(max-width: 220px) 100vw, 220px"></a></span> </div> <div class="footer-descirption"> <div id="hs_cos_wrapper_footer_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_rich_text" data-hs-cos-field="footer_s1_description.footer_s1_description"><p><span>Our market-leading technology powers highly customisable data solutions.</span></p> <p><span><strong>Call on</strong><br><span class="hs-cta-wrapper" id="hs-cta-wrapper-104dc6a1-f73d-4f4e-a36f-2741a07e63a2"><span class="hs-cta-node hs-cta-104dc6a1-f73d-4f4e-a36f-2741a07e63a2" id="hs-cta-104dc6a1-f73d-4f4e-a36f-2741a07e63a2" data-hs-drop="true"><a id="cta_button_8446674_a0485c71-f999-4f88-ab84-4241603c26b0" href="https://www.ultumus.com/cs/c/?cta_guid=a0485c71-f999-4f88-ab84-4241603c26b0&signature=AAH58kEzL6qJ6Me1eO0puqBthfm2--51TA&pageId=43651629352&placement_guid=104dc6a1-f73d-4f4e-a36f-2741a07e63a2&click=1062f536-56cf-444a-9c8c-49720e9f8fba&hsutk=f92467ecaf808ebd35b6404584e5f8cd&canon=https%3A%2F%2Fwww.ultumus.com%2F&portal_id=8446674&redirect_url=APefjpFHJnLMYUfLAHBOAnLZZ9XYkjnK8_McPNXoZCo3s9z2MgpgsiF2Bvqxzhndg4Ll421QeqdpaAAPbHrW2G1ulq_ggMqAgw&__hstc=263764179.f92467ecaf808ebd35b6404584e5f8cd.1674139039708.1674139039708.1674139039708.1&__hssc=263764179.46.1674139039708&__hsfp=920285691&contentType=standard-page&hsLang=en" title="+44 (0) 203 998 2500" style="color: #fff;" cta_dest_link="tel:+44(0)2039982500">+44 (0) 203 998 2500</a></span></span></span></p></div> </div> </div> <div class="span6">  <div class="span4 footer-nav"> <h5 class="footer-title"> <div id="hs_cos_wrapper_footer_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_text" data-hs-cos-field="footer_s1_footer_menu_1.footer_s1_menu_title">Products</div> </h5> <span id="hs_cos_wrapper_footer_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_menu" style="" data-hs-cos-general-type="widget" data-hs-cos-type="menu"><div id="hs_menu_wrapper_footer_" class="hs-menu-wrapper active-branch flyouts hs-menu-flow-horizontal" role="navigation" data-sitemap-name="default" data-menu-id="43688896681" aria-label="Navigation Menu"> <ul role="menu"> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www.ultumus.com/global-etf-aggregation" role="menuitem">ETF Aggregation</a></li> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www.ultumus.com/pcf-calculation" role="menuitem">PCF Calculation</a></li> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www.ultumus.com/cosmos-platform" role="menuitem">COSMOS Platform</a></li> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www.ultumus.com/global-index-aggregation" role="menuitem">Index Aggregation</a></li> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www.ultumus.com/custom-index-and-basket-calculation-solution" role="menuitem">Custom Index and<br>Basket Calculation Solution </a></li> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www.ultumus.com/global-dividend-forecast" role="menuitem">Dividend Forecasting</a></li> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www.ultumus.com/global-corporate-action-service" role="menuitem">SIX Corporate Action Service</a></li> </ul> </div></span> </div> <div class="span4 footer-nav"> <h5 class="footer-title"> <div id="hs_cos_wrapper_footer_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_text" data-hs-cos-field="footer_s1_footer_menu_2.footer_s1_menu_title2">Site Map</div> </h5> <span id="hs_cos_wrapper_footer_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_menu" style="" data-hs-cos-general-type="widget" data-hs-cos-type="menu"><div id="hs_menu_wrapper_footer_" class="hs-menu-wrapper active-branch flyouts hs-menu-flow-horizontal" role="navigation" data-sitemap-name="default" data-menu-id="43688896865" aria-label="Navigation Menu"> <ul role="menu"> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www.ultumus.com/why-ultumus" role="menuitem">Why Ultumus</a></li> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www.ultumus.com/products" role="menuitem">Our Products</a></li> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://insights.ultumus.com" role="menuitem">Insights</a></li> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="https://www.ultumus.com/contact" role="menuitem">Contact Us</a></li> </ul> </div></span> </div> <div class="span4 footer-nav"> <h5 class="footer-title"> <div id="hs_cos_wrapper_footer_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_text" data-hs-cos-field="footer_s1_footer_menu_3.footer_s1_menu_title3">Contact Us</div> </h5> <span id="hs_cos_wrapper_footer_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_menu" style="" data-hs-cos-general-type="widget" data-hs-cos-type="menu"><div id="hs_menu_wrapper_footer_" class="hs-menu-wrapper active-branch flyouts hs-menu-flow-horizontal" role="navigation" data-sitemap-name="default" data-menu-id="43690633869" aria-label="Navigation Menu"> <ul role="menu"> <li class="hs-menu-item hs-menu-depth-1" role="none"><a href="mailto:info@ultumus.com" role="menuitem">info@ultumus.com</a></li> </ul> </div></span> </div> </div> </div>  <div class="span12 copyright-block"> <div class="span6 copyright-inner"> <div id="hs_cos_wrapper_footer_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_inline_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="inline_rich_text" data-hs-cos-field="footer_s1_copyright.footer_s1_copyright_text"><p>©2024. All rights reserved</p></div> </div> <div class="span6 social-wrapper"> <a class="social-links__icon" href="https://x.com/ultumus?lang=en" target="_blank" rel="noopener noreferrer"> <span id="hs_cos_wrapper_footer_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_icon" style="" data-hs-cos-general-type="widget" data-hs-cos-type="icon"><svg version="1.0" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 512 512" aria-hidden="true"><g id="twitter1_layer"><path d="M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z" /></g></svg></span> </a> <a class="social-links__icon" href="https://www.linkedin.com/company/ultumus/" target="_blank" rel="noopener noreferrer"> <span id="hs_cos_wrapper_footer_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_icon" style="" data-hs-cos-general-type="widget" data-hs-cos-type="icon"><svg version="1.0" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 448 512" aria-hidden="true"><g id="linkedin-in2_layer"><path d="M100.3 480H7.4V180.9h92.9V480zM53.8 140.1C24.1 140.1 0 115.5 0 85.8 0 56.1 24.1 32 53.8 32c29.7 0 53.8 24.1 53.8 53.8 0 29.7-24.1 54.3-53.8 54.3zM448 480h-92.7V334.4c0-34.7-.7-79.2-48.3-79.2-48.3 0-55.7 37.7-55.7 76.7V480h-92.8V180.9h89.1v40.8h1.3c12.4-23.5 42.7-48.3 87.9-48.3 94 0 111.3 61.9 111.3 142.3V480z" /></g></svg></span> </a> </div> </div> </div> </div> </div> </div> </div> </div> </div>  <script defer src="/hs/hsstatic/content-cwv-embed/static-1.1293/embed.js"></script> <script async defer src="https://www.ultumus.com/hs-fs/hub/8446674/hub_generated/template_assets/43348716977/1731404051138/Ultumus_Child_Theme/js/main.min.js"></script> <script async defer src="https://www.ultumus.com/hs-fs/hub/8446674/hub_generated/template_assets/71238515365/1650439609303/Ultumus_Child_Theme/child.min.js"></script> <script> var hsVars = hsVars || {}; hsVars['language'] = 'en'; </script> <script src="/hs/hsstatic/cos-i18n/static-1.53/bundles/project.js"></script> <script src="/hs/hsstatic/keyboard-accessible-menu-flyouts/static-1.17/bundles/project.js"></script>  <script type="text/javascript"> var _hsq = _hsq || []; _hsq.push(["setContentType", "standard-page"]); _hsq.push(["setCanonicalUrl", "https:\/\/www.ultumus.com\/ultimate-guide-to-managing-etf-data\/how-to-do-etf-analysis"]); _hsq.push(["setPageId", "133256918803"]); _hsq.push(["setContentMetadata", { "contentPageId": 133256918803, "legacyPageId": "133256918803", "contentFolderId": null, "contentGroupId": null, "abTestId": null, "languageVariantId": 133256918803, "languageCode": "en", }]); </script> <script type="text/javascript" id="hs-script-loader" async defer src="/hs/scriptloader/8446674.js"></script>  <script type="text/javascript"> var hsVars = { render_id: "3f13376f-736c-4c5f-a280-dd4de0dce7b1", ticks: 1732343864805, page_id: 133256918803, content_group_id: 0, portal_id: 8446674, app_hs_base_url: "https://app.hubspot.com", cp_hs_base_url: "https://cp.hubspot.com", language: "en", analytics_page_type: "standard-page", scp_content_type: "", analytics_page_id: "133256918803", category_id: 1, folder_id: 0, is_hubspot_user: false } </script> <script defer src="/hs/hsstatic/HubspotToolsMenu/static-1.354/js/index.js"></script>  <script src="https://www.ultumus.com/hs-fs/hub/8446674/hub_generated/template_assets/50358850466/1625690544577/calendar/html2canvas.min.js"></script>  </body></html>