{"id":1671,"date":"2018-11-04T21:06:43","date_gmt":"2018-11-04T14:06:43","guid":{"rendered":"http:\/\/www.sqlitetutorial.net\/?page_id=1671"},"modified":"2024-04-16T10:19:03","modified_gmt":"2024-04-16T03:19:03","slug":"sqlite-rank","status":"publish","type":"page","link":"https:\/\/www.sqlitetutorial.net\/sqlite-window-functions\/sqlite-rank\/","title":{"rendered":"SQLite RANK() Function"},"content":{"rendered":"\n<p><strong>Summary<\/strong>: in this tutorial, you will learn how to use the SQLite <code>RANK()<\/code> function to calculate the ranks for rows in a query&#8217;s result set.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction to SQLite RANK() function<\/h2>\n\n\n\n<p>The <code>RANK()<\/code> function is a <a href=\"https:\/\/www.sqlitetutorial.net\/sqlite-window-functions\/\">window function<\/a> that assigns a rank to each row in a query&#8217;s result set. The rank of a row is calculated by one plus the number of ranks that come before it.<\/p>\n\n\n\n<p>The following shows the syntax of the <code>RANK()<\/code> function:<\/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\">RANK() OVER (\n\tPARTITION BY &lt;expression1&gt;&#91;{,&lt;expression2&gt;...}]\n\tORDER BY &lt;expression1&gt; &#91;ASC|DESC], &#91;{,&lt;expression1&gt;...}]\n)\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>In this syntax:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>First, the <code>PARTITION BY<\/code> clause divides the rows of the result set into partitions.<\/li>\n\n\n\n<li>Second, the <code>ORDER BY<\/code> clause specifies the order of the rows in each partition.<\/li>\n\n\n\n<li>Third, the <code>RANK()<\/code> function is applied to each row in each partition and re-initialized when crossing the partition boundary.<\/li>\n<\/ul>\n\n\n\n<p>The same column values will receive the same ranks. When multiple rows have the same rank, the rank of the next row is not consecutive. This is like the Olympic medal in which if two athletes share the gold medal, there will be no silver medal.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">SQLite RANK() illustration<\/h2>\n\n\n\n<p>First, <a href=\"https:\/\/www.sqlitetutorial.net\/sqlite-create-table\/\">create a new table<\/a> named <code>RankDemo<\/code> that has one column:<\/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\">CREATE<\/span> <span class=\"hljs-keyword\">TABLE<\/span> RankDemo (\n\tVal <span class=\"hljs-built_in\">TEXT<\/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>Second, <a href=\"https:\/\/www.sqlitetutorial.net\/sqlite-insert\/\">insert some rows<\/a> into the <code>RankDemo<\/code> table:<\/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\">INSERT<\/span> <span class=\"hljs-keyword\">INTO<\/span> RankDemo(Val)\n<span class=\"hljs-keyword\">VALUES<\/span>(<span class=\"hljs-string\">'A'<\/span>),(<span class=\"hljs-string\">'B'<\/span>),(<span class=\"hljs-string\">'C'<\/span>),(<span class=\"hljs-string\">'C'<\/span>),(<span class=\"hljs-string\">'D'<\/span>),(<span class=\"hljs-string\">'D'<\/span>),(<span class=\"hljs-string\">'E'<\/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>Third, <a href=\"https:\/\/www.sqlitetutorial.net\/sqlite-select\/\">query data<\/a> from the <code>RankDemo<\/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\">SELECT<\/span> * <span class=\"hljs-keyword\">FROM<\/span> RankDemo;<\/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<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"55\" height=\"163\" src=\"https:\/\/www.sqlitetutorial.net\/wp-content\/uploads\/2018\/11\/SQLite-RANK-Sample-Table.png\" alt=\"SQLite RANK Sample Table\" class=\"wp-image-1672\"\/><\/figure>\n\n\n\n<p>Fourth, use the <code>RANK()<\/code>&nbsp;function to assign ranks to the rows in the result set of <code>RankDemo<\/code> table:<\/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\">SELECT<\/span>\n  Val,\n  <span class=\"hljs-keyword\">RANK<\/span>() <span class=\"hljs-keyword\">OVER<\/span> (<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span> Val) ValRank\n<span class=\"hljs-keyword\">FROM<\/span>\n  RankDemo;<\/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>Here is the output:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"131\" height=\"162\" src=\"https:\/\/www.sqlitetutorial.net\/wp-content\/uploads\/2018\/11\/SQLite-RANK-example.png\" alt=\"SQLite RANK example\" class=\"wp-image-1673\"\/><\/figure>\n\n\n\n<p>The output shows that the third and fourth rows receive the same rank because they have the same value. The fifth row gets the rank 5 because the <code>RANK()<\/code> function skips the rank 4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">SQLite RANK() function examples<\/h2>\n\n\n\n<p>To demonstrate the <code>RANK()<\/code> function, we will use the <code>tracks<\/code> table from the <a href=\"https:\/\/www.sqlitetutorial.net\/sqlite-sample-database\/\">sample database<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"174\" height=\"224\" src=\"https:\/\/www.sqlitetutorial.net\/wp-content\/uploads\/2018\/11\/tracks.png\" alt=\"\" class=\"wp-image-1558\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1) Using RANK() function with ORDER BY clause example<\/h3>\n\n\n\n<p>The following statement uses the <code>RANK()<\/code> function to rank tracks by their lengths:<\/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\">SELECT<\/span>\n\t<span class=\"hljs-keyword\">Name<\/span>,\n\tMilliseconds,\n\t<span class=\"hljs-keyword\">RANK<\/span> () <span class=\"hljs-keyword\">OVER<\/span> ( \n\t\t<span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span> Milliseconds <span class=\"hljs-keyword\">DESC<\/span>\n\t) LengthRank \n<span class=\"hljs-keyword\">FROM<\/span>\n\ttracks;<\/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 example, we skipped the <code>PARTITION BY<\/code> clause, therefore, the <code>RANK()<\/code> function treats the whole result set as a single partition.<\/p>\n\n\n\n<p>First, the <code>ORDER BY<\/code> clause sorts the tracks by their lengths (<code>Milliseconds<\/code> column).<\/p>\n\n\n\n<p>Second, the <code>RANK()<\/code> function is applied to each row in the result set considering the orders of tracks by their lengths.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2) Using the RANK() function with PARTITION BY example<\/h3>\n\n\n\n<p>The following statement uses the <code>RANK()<\/code> function to assign a rank to each track in each album:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-7\" 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  <span class=\"hljs-keyword\">Name<\/span>,\n  Milliseconds,\n  AlbumId,\n  <span class=\"hljs-keyword\">RANK<\/span>() <span class=\"hljs-keyword\">OVER<\/span>  (\n    <span class=\"hljs-keyword\">PARTITION<\/span> <span class=\"hljs-keyword\">BY<\/span>\n      AlbumId\n    <span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span>\n      Milliseconds <span class=\"hljs-keyword\">DESC<\/span>\n  ) LengthRank\n<span class=\"hljs-keyword\">FROM<\/span>\n  tracks;<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-7\"><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>The following picture shows the partial output:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"438\" height=\"343\" src=\"https:\/\/www.sqlitetutorial.net\/wp-content\/uploads\/2018\/11\/SQLite-RANK-with-PARTITION-BY-example.png\" alt=\"SQLite RANK with PARTITION BY example\" class=\"wp-image-1674\" srcset=\"https:\/\/www.sqlitetutorial.net\/wp-content\/uploads\/2018\/11\/SQLite-RANK-with-PARTITION-BY-example.png 438w, https:\/\/www.sqlitetutorial.net\/wp-content\/uploads\/2018\/11\/SQLite-RANK-with-PARTITION-BY-example-300x235.png 300w\" sizes=\"auto, (max-width: 438px) 100vw, 438px\" \/><\/figure>\n\n\n\n<p>In this example:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>First, the <code>PARTITION BY<\/code> clause divides the tracks into albums.<\/li>\n\n\n\n<li>Then, the <code>ORDER BY<\/code> clause sorts the tracks by their lengths.<\/li>\n\n\n\n<li>Finally, the <code>RANK()<\/code> function assigns a rank to each track in each album. If the album changes, the <code>RANK()<\/code> function re-initializes the rank value.<\/li>\n<\/ul>\n\n\n\n<p>It is possible to find the second-longest track in each album by using the following subquery:<\/p>\n\n\n<pre class=\"wp-block-code\" aria-describedby=\"shcb-language-8\" 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  *\n<span class=\"hljs-keyword\">FROM<\/span>\n  (\n    <span class=\"hljs-keyword\">SELECT<\/span>\n      <span class=\"hljs-keyword\">Name<\/span>,\n      Milliseconds,\n      AlbumId,\n      <span class=\"hljs-keyword\">RANK<\/span>() <span class=\"hljs-keyword\">OVER<\/span>  (\n        <span class=\"hljs-keyword\">PARTITION<\/span> <span class=\"hljs-keyword\">BY<\/span>\n          AlbumId\n        <span class=\"hljs-keyword\">ORDER<\/span> <span class=\"hljs-keyword\">BY<\/span>\n          Milliseconds <span class=\"hljs-keyword\">DESC<\/span>\n      ) LengthRank\n    <span class=\"hljs-keyword\">FROM<\/span>\n      tracks\n  )\n<span class=\"hljs-keyword\">WHERE<\/span>\n  LengthRank = <span class=\"hljs-number\">2<\/span>;<\/code><\/span><small class=\"shcb-language\" id=\"shcb-language-8\"><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>The output is as follows:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"434\" height=\"342\" src=\"https:\/\/www.sqlitetutorial.net\/wp-content\/uploads\/2018\/11\/SQLite-RANK-Find-nth-highest-per-group.png\" alt=\"SQLite RANK - Finds nth highest per group\" class=\"wp-image-1675\" srcset=\"https:\/\/www.sqlitetutorial.net\/wp-content\/uploads\/2018\/11\/SQLite-RANK-Find-nth-highest-per-group.png 434w, https:\/\/www.sqlitetutorial.net\/wp-content\/uploads\/2018\/11\/SQLite-RANK-Find-nth-highest-per-group-300x236.png 300w\" sizes=\"auto, (max-width: 434px) 100vw, 434px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Summary<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Use the <code>RANK()<\/code> function to assign a rank to each row in a result set.<\/li>\n<\/ul>\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=\"1671\"\n\t\t\t\tdata-post-url=\"https:\/\/www.sqlitetutorial.net\/sqlite-window-functions\/sqlite-rank\/\"\n\t\t\t\tdata-post-title=\"SQLite RANK() Function\"\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=\"1671\"\n\t\t\t\tdata-post-url=\"https:\/\/www.sqlitetutorial.net\/sqlite-window-functions\/sqlite-rank\/\"\n\t\t\t\tdata-post-title=\"SQLite RANK() Function\"\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>Summary: in this tutorial, you will learn how to use the SQLite RANK() function to calculate the ranks for rows in a query&#8217;s result set. Introduction to SQLite RANK() function The RANK() function is a window function that assigns a rank to each row in a query&#8217;s result set. The rank of a row is [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1659,"menu_order":9,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1671","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SQLite RANK() Function<\/title>\n<meta name=\"description\" content=\"This tutorial shows you how to use SQLite RANK() function to calculate the ranks for rows in a query&#039;s result set.\" \/>\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.sqlitetutorial.net\/sqlite-window-functions\/sqlite-rank\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SQLite RANK() 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