{"id":1783,"date":"2019-04-21T11:00:05","date_gmt":"2019-04-21T04:00:05","guid":{"rendered":"http:\/\/www.sqlservertutorial.net\/?page_id=1783"},"modified":"2020-04-11T20:12:22","modified_gmt":"2020-04-11T13:12:22","slug":"sql-server-indexes-with-included-columns","status":"publish","type":"page","link":"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/","title":{"rendered":"SQL Server Indexes with Included Columns"},"content":{"rendered":"\n<p><strong>Summary<\/strong>: in this tutorial, you will learn how to use indexes with included columns to improve the speed of queries.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id='introduction-to-sql-server-indexes-with-included-columns'>Introduction to SQL Server indexes with included columns <a href=\"#introduction-to-sql-server-indexes-with-included-columns\" class=\"anchor\" id=\"introduction-to-sql-server-indexes-with-included-columns\" title=\"Anchor for Introduction to SQL Server indexes with included columns\">#<\/a><\/h2>\n\n\n\n<p>We will use the <code>sales.customers<\/code> table from the <a href=\"https:\/\/www.sqlservertutorial.net\/sql-server-sample-database\/\">sample database<\/a> for the demonstration.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"181\" height=\"231\" src=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/customers.png\" alt=\"customers\" class=\"wp-image-158\"\/><\/figure>\n\n\n\n<p>The following statement <a href=\"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-unique-index\/\">creates a unique index<\/a> for the <code>email<\/code> column:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-1\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\"><span class=\"hljs-keyword\">CREATE<\/span> <span class=\"hljs-keyword\">UNIQUE<\/span> <span class=\"hljs-keyword\">INDEX<\/span> ix_cust_email \n<span class=\"hljs-keyword\">ON<\/span> sales.customers(email);\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-1\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">SQL (Structured Query Language)<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">sql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>This statement finds the customer whose email is <code>'aide.franco@msn.com'<\/code>:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-2\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\"><span class=\"hljs-keyword\">SELECT<\/span>    \n    customer_id, \n    email\n<span class=\"hljs-keyword\">FROM<\/span>    \n    sales.customers\n<span class=\"hljs-keyword\">WHERE<\/span> \n    email = <span class=\"hljs-string\">'aide.franco@msn.com'<\/span>;\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-2\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">SQL (Structured Query Language)<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">sql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>If you display the estimated execution plan for the above query, you will find that the query optimizer uses the index seek operation on the non-clustered index.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"78\" src=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns.png\" alt=\"index with included columns\" class=\"wp-image-1784\" srcset=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns.png 306w, https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-300x76.png 300w\" sizes=\"auto, (max-width: 306px) 100vw, 306px\" \/><\/figure>\n\n\n\n<p>However, consider the following example:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-3\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\"><span class=\"hljs-keyword\">SELECT<\/span>    \n\tfirst_name,\n\tlast_name, \n\temail\n<span class=\"hljs-keyword\">FROM<\/span>    \n\tsales.customers\n<span class=\"hljs-keyword\">WHERE<\/span> email = <span class=\"hljs-string\">'aide.franco@msn.com'<\/span>;<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-3\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">SQL (Structured Query Language)<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">sql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>Here is the execution plan:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"498\" height=\"169\" src=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-key-lookup.png\" alt=\"\" class=\"wp-image-1785\" srcset=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-key-lookup.png 498w, https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-key-lookup-300x102.png 300w\" sizes=\"auto, (max-width: 498px) 100vw, 498px\" \/><\/figure>\n\n\n\n<p>In this execution plan:<\/p>\n\n\n\n<p>First, the query optimizer uses the index seek on the non-clustered index <code>ix_cust_email<\/code> to find the <code>email<\/code> and <code>customer_id<\/code>.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"353\" height=\"454\" src=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-index-seek.png\" alt=\"\" class=\"wp-image-1786\" srcset=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-index-seek.png 353w, https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-index-seek-233x300.png 233w\" sizes=\"auto, (max-width: 353px) 100vw, 353px\" \/><\/figure>\n\n\n\n<p>Second, the query optimizer uses the key lookup on the clustered index of the <code>sales.customers<\/code> table to find the first name and last name of the customer by customer id.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"318\" height=\"485\" src=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-key-lookup-operation.png\" alt=\"\" class=\"wp-image-1787\" srcset=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-key-lookup-operation.png 318w, https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-key-lookup-operation-197x300.png 197w\" sizes=\"auto, (max-width: 318px) 100vw, 318px\" \/><\/figure>\n\n\n\n<p>Third, for each row found in the non-clustered index, it matches with rows found in the clustered index using nested loops.<\/p>\n\n\n\n<p>As you can see the cost for key lookup is about 50% of the query, which is quite expensive.<\/p>\n\n\n\n<p>To help reduce this key lookup cost, SQL Server allows you to extend the functionality of a non-clustered index by including non-key columns.<\/p>\n\n\n\n<p>By including non-key columns in non-clustered indexes, you can create nonclustered indexes that cover more queries.<\/p>\n\n\n\n<p class=\"note\">Note that when an index contains all the columns referenced by a query, the index is typically referred to as covering the query.<\/p>\n\n\n\n<p>First, drop the index <code>ix_cust_email<\/code> from the <code>sales.customers<\/code> table:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-4\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\"><span class=\"hljs-keyword\">DROP<\/span> <span class=\"hljs-keyword\">INDEX<\/span> ix_cust_email \n<span class=\"hljs-keyword\">ON<\/span> sales.customers;\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-4\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">SQL (Structured Query Language)<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">sql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>Then, <a href=\"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-create-index\/\">create a new index<\/a> <code>ix_cust_email_inc<\/code> that includes two columns first name and last name:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-5\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\"><span class=\"hljs-keyword\">CREATE<\/span> <span class=\"hljs-keyword\">UNIQUE<\/span> <span class=\"hljs-keyword\">INDEX<\/span> ix_cust_email_inc\n<span class=\"hljs-keyword\">ON<\/span> sales.customers(email)\n<span class=\"hljs-keyword\">INCLUDE<\/span>(first_name,last_name);\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-5\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">SQL (Structured Query Language)<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">sql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>Now, the query optimizer will solely use the non-clustered index to return the requested data of the query:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"347\" height=\"83\" src=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-example.png\" alt=\"\" class=\"wp-image-1788\" srcset=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-example.png 347w, https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/index-with-included-columns-example-300x72.png 300w\" sizes=\"auto, (max-width: 347px) 100vw, 347px\" \/><\/figure>\n\n\n\n<p>An index with included columns can greatly improve query performance because all columns in the query are included in the index; The query optimizer can locate all columns values within the index without accessing table or clustered index resulting in fewer disk I\/O operations.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id='the-syntax-for-creating-an-index-with-included-columns'>The syntax for creating an index with included columns <a href=\"#the-syntax-for-creating-an-index-with-included-columns\" class=\"anchor\" id=\"the-syntax-for-creating-an-index-with-included-columns\" title=\"Anchor for The syntax for creating an index with included columns\">#<\/a><\/h2>\n\n\n\n<p>The following illustrates the syntax for creating a non-clustered index with included columns:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-6\" data-shcb-language-name=\"SQL (Structured Query Language)\" data-shcb-language-slug=\"sql\"><span><code class=\"hljs language-sql\"><span class=\"hljs-keyword\">CREATE<\/span> &#91;<span class=\"hljs-keyword\">UNIQUE<\/span>] <span class=\"hljs-keyword\">INDEX<\/span> index_name\n<span class=\"hljs-keyword\">ON<\/span> table_name(key_column_list)\n<span class=\"hljs-keyword\">INCLUDE<\/span>(included_column_list);\n<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-6\"><span class=\"shcb-language__label\">Code language:<\/span> <span class=\"shcb-language__name\">SQL (Structured Query Language)<\/span> <span class=\"shcb-language__paren\">(<\/span><span class=\"shcb-language__slug\">sql<\/span><span class=\"shcb-language__paren\">)<\/span><\/small><\/pre>\n\n\n<p>In this syntax:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>First, specify the name of the index after <code><a href=\"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-create-index\/\">CREATE INDEX<\/a><\/code>&nbsp;clause. If the index is unique, you need to add the <code>UNIQUE<\/code> keyword.<\/li><li>Second, specify the name of the table and a list of key column list for the index after the ON clause.<\/li><li>Third, list a comma-separated list of included columns in the <code>INCLUDE<\/code> clause.<\/li><\/ul>\n\n\n\n<p>In this tutorial, you have learned how to use SQL Server indexes with included columns to improve the query performance.<\/p>\n<div class=\"helpful-block-content\" data-title=\"\">\n\t<header>\n\t\t<div class=\"wth-question\">Was this tutorial helpful?<\/div>\n\t\t<div class=\"wth-thumbs\">\n\t\t\t<button\n\t\t\t\tdata-post=\"1783\"\n\t\t\t\tdata-post-url=\"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/\"\n\t\t\t\tdata-post-title=\"SQL Server Indexes with Included Columns\"\n\t\t\t\tdata-response=\"1\"\n\t\t\t\tclass=\"wth-btn-rounded wth-yes-btn\"\n\t\t\t>\n\t\t\t\t<svg\n\t\t\t\t\txmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n\t\t\t\t\tviewBox=\"0 0 24 24\"\n\t\t\t\t\tfill=\"none\"\n\t\t\t\t\tstroke=\"currentColor\"\n\t\t\t\t\tstroke-width=\"2\"\n\t\t\t\t\tstroke-linecap=\"round\"\n\t\t\t\t\tstroke-linejoin=\"round\"\n\t\t\t\t\tclass=\"feather feather-thumbs-up block w-full h-full\"\n\t\t\t\t>\n\t\t\t\t\t<path\n\t\t\t\t\t\td=\"M14 9V5a3 3 0 0 0-3-3l-4 9v11h11.28a2 2 0 0 0 2-1.7l1.38-9a2 2 0 0 0-2-2.3zM7 22H4a2 2 0 0 1-2-2v-7a2 2 0 0 1 2-2h3\"\n\t\t\t\t\t><\/path>\n\t\t\t\t<\/svg>\n\t\t\t\t<span class=\"sr-only\"> Yes <\/span>\n\t\t\t<\/button>\n\n\t\t\t<button\n\t\t\t\tdata-response=\"0\"\n\t\t\t\tdata-post=\"1783\"\n\t\t\t\tdata-post-url=\"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/\"\n\t\t\t\tdata-post-title=\"SQL Server Indexes with Included Columns\"\n\t\t\t\tclass=\"wth-btn-rounded wth-no-btn\"\n\t\t\t>\n\t\t\t\t<svg\n\t\t\t\t\txmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n\t\t\t\t\tviewBox=\"0 0 24 24\"\n\t\t\t\t\tfill=\"none\"\n\t\t\t\t\tstroke=\"currentColor\"\n\t\t\t\t\tstroke-width=\"2\"\n\t\t\t\t\tstroke-linecap=\"round\"\n\t\t\t\t\tstroke-linejoin=\"round\"\n\t\t\t\t>\n\t\t\t\t\t<path\n\t\t\t\t\t\td=\"M10 15v4a3 3 0 0 0 3 3l4-9V2H5.72a2 2 0 0 0-2 1.7l-1.38 9a2 2 0 0 0 2 2.3zm7-13h2.67A2.31 2.31 0 0 1 22 4v7a2.31 2.31 0 0 1-2.33 2H17\"\n\t\t\t\t\t><\/path>\n\t\t\t\t<\/svg>\n\t\t\t\t<span class=\"sr-only\"> No <\/span>\n\t\t\t<\/button>\n\t\t<\/div>\n\t<\/header>\n\n\t<div class=\"wth-form hidden\">\n\t\t<div class=\"wth-form-wrapper\">\n\t\t\t<div class=\"wth-title\"><\/div>\n\t\t\t\n\t\t\t<textarea class=\"wth-message\"><\/textarea>\n\n\t\t\t<button class=\"btn btn-primary wth-btn-submit\">Send<\/button>\n\t\t\t<button class=\"btn wth-btn-cancel\">Cancel<\/button>\n\t\t\n\t\t<\/div>\n\t<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>This tutorial shows you how to use SQL Server indexes with included columns to improve the query performance.<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1746,"menu_order":7,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1783","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SQL Server Indexes with Included Columns Explained By Examples<\/title>\n<meta name=\"description\" content=\"This tutorial shows you how to use SQL Server indexes with included columns to improve the query performance by using practical examples.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SQL Server Indexes with Included Columns Explained By Examples\" \/>\n<meta property=\"og:description\" content=\"This tutorial shows you how to use SQL Server indexes with included columns to improve the query performance by using practical examples.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/\" \/>\n<meta property=\"og:site_name\" content=\"SQL Server Tutorial\" \/>\n<meta property=\"article:modified_time\" content=\"2020-04-11T13:12:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/customers.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/sql-server-indexes\\\/sql-server-indexes-with-included-columns\\\/\",\"url\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/sql-server-indexes\\\/sql-server-indexes-with-included-columns\\\/\",\"name\":\"SQL Server Indexes with Included Columns Explained By Examples\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/sql-server-indexes\\\/sql-server-indexes-with-included-columns\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/sql-server-indexes\\\/sql-server-indexes-with-included-columns\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/wp-content\\\/uploads\\\/customers.png\",\"datePublished\":\"2019-04-21T04:00:05+00:00\",\"dateModified\":\"2020-04-11T13:12:22+00:00\",\"description\":\"This tutorial shows you how to use SQL Server indexes with included columns to improve the query performance by using practical examples.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/sql-server-indexes\\\/sql-server-indexes-with-included-columns\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.sqlservertutorial.net\\\/sql-server-indexes\\\/sql-server-indexes-with-included-columns\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/sql-server-indexes\\\/sql-server-indexes-with-included-columns\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/wp-content\\\/uploads\\\/customers.png\",\"contentUrl\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/wp-content\\\/uploads\\\/customers.png\",\"width\":181,\"height\":231,\"caption\":\"customers\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/sql-server-indexes\\\/sql-server-indexes-with-included-columns\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"SQL Server Indexes\",\"item\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/sql-server-indexes\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"SQL Server Indexes with Included Columns\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/#website\",\"url\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/\",\"name\":\"SQL Server Tutorial\",\"description\":\"The Practical SQL Server Tutorial\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.sqlservertutorial.net\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"SQL Server Indexes with Included Columns Explained By Examples","description":"This tutorial shows you how to use SQL Server indexes with included columns to improve the query performance by using practical examples.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/","og_locale":"en_US","og_type":"article","og_title":"SQL Server Indexes with Included Columns Explained By Examples","og_description":"This tutorial shows you how to use SQL Server indexes with included columns to improve the query performance by using practical examples.","og_url":"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/","og_site_name":"SQL Server Tutorial","article_modified_time":"2020-04-11T13:12:22+00:00","og_image":[{"url":"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/customers.png","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/","url":"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/","name":"SQL Server Indexes with Included Columns Explained By Examples","isPartOf":{"@id":"https:\/\/www.sqlservertutorial.net\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/#primaryimage"},"image":{"@id":"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/#primaryimage"},"thumbnailUrl":"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/customers.png","datePublished":"2019-04-21T04:00:05+00:00","dateModified":"2020-04-11T13:12:22+00:00","description":"This tutorial shows you how to use SQL Server indexes with included columns to improve the query performance by using practical examples.","breadcrumb":{"@id":"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/#primaryimage","url":"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/customers.png","contentUrl":"https:\/\/www.sqlservertutorial.net\/wp-content\/uploads\/customers.png","width":181,"height":231,"caption":"customers"},{"@type":"BreadcrumbList","@id":"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/sql-server-indexes-with-included-columns\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.sqlservertutorial.net\/"},{"@type":"ListItem","position":2,"name":"SQL Server Indexes","item":"https:\/\/www.sqlservertutorial.net\/sql-server-indexes\/"},{"@type":"ListItem","position":3,"name":"SQL Server Indexes with Included Columns"}]},{"@type":"WebSite","@id":"https:\/\/www.sqlservertutorial.net\/#website","url":"https:\/\/www.sqlservertutorial.net\/","name":"SQL Server Tutorial","description":"The Practical SQL Server Tutorial","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.sqlservertutorial.net\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/www.sqlservertutorial.net\/wp-json\/wp\/v2\/pages\/1783","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sqlservertutorial.net\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.sqlservertutorial.net\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.sqlservertutorial.net\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sqlservertutorial.net\/wp-json\/wp\/v2\/comments?post=1783"}],"version-history":[{"count":0,"href":"https:\/\/www.sqlservertutorial.net\/wp-json\/wp\/v2\/pages\/1783\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.sqlservertutorial.net\/wp-json\/wp\/v2\/pages\/1746"}],"wp:attachment":[{"href":"https:\/\/www.sqlservertutorial.net\/wp-json\/wp\/v2\/media?parent=1783"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}