{"id":3446,"date":"2021-04-23T13:25:35","date_gmt":"2021-04-23T07:55:35","guid":{"rendered":"https:\/\/python-programs.com\/?p=3446"},"modified":"2021-11-22T18:44:54","modified_gmt":"2021-11-22T13:14:54","slug":"python-how-to-sort-a-dictionary-by-key-or-value","status":"publish","type":"post","link":"https:\/\/python-programs.com\/python-how-to-sort-a-dictionary-by-key-or-value\/","title":{"rendered":"Python : How to Sort a Dictionary by Key or Value ?"},"content":{"rendered":"<p>Dictionaries are the implementation by Python of a data structure associative array. A dictionary is a collection of pairs of key values. A key pair and its associated value represent each key pair.<\/p>\n<p>The list of key value pairs in curly braces that is separated by comma defines a dictionary. Column &#8216;:&#8217; separates the value of each key.<\/p>\n<p>A dictionary cannot be sorted only to get a representation of the sorted dictionary. Inherently, dictionaries are orderless, but not other types, including lists and tuples. Therefore, you need an ordered data type, which is a list\u2014probably a list of tuples.<\/p>\n<p>In this post, we will look at how to sort a dictionary by key or value<\/p>\n<p><strong>Examples:<\/strong><\/p>\n<h3>By keys<\/h3>\n<p><strong>Input:<\/strong><\/p>\n<pre>dictionary = {'this': 200, 'is':100, 'BTechGeeks':300}<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre>BTechGeeks : 300\r\nis : 100\r\nthis :200<\/pre>\n<p><strong>Input:<\/strong><\/p>\n<pre>dictionary = {'this': 100, 'is':200, 'BTechGeeks':300}<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">is : 100\r\nthis : 200\r\nBTechGeeks : 300<\/pre>\n<h2>Sort a Dictionary by Key\/Value<\/h2>\n<p>There are several ways to sort a dictionary by key or value some of them are:<\/p>\n<ul>\n<li><a href=\"#Using_items()_function\">Using items() function<\/a><\/li>\n<li><a href=\"#Using_dict.keys()_method\">Using dict.keys() method<\/a><\/li>\n<li><a href=\"#Sorting_the_dictionary_keys_in_reverse_order\">Sorting the dictionary keys in reverse order<\/a><\/li>\n<li><a href=\"#Using_sorted()_and_items()_functions_to_sort_dictionary_by_value\">Using sorted() and items() functions to sort dictionary by value<\/a><\/li>\n<li><a href=\"#Using_sorted()_+_items()_+reverse()_functions_to_sort_dictionary_by_value_in_reverse_order\">Using sorted() + items() +reverse() functions to sort dictionary by value in reverse order<\/a><\/li>\n<\/ul>\n<h3>Sort Dictionary by keys:<\/h3>\n<h3 id=\"Using_items()_function\">Method #1: Using items() function<\/h3>\n<p>A view object is returned by the items() method. The object view contains the dictionary&#8217;s key-value pairs as tuples in a list.<\/p>\n<p>The object displays any modifications made in the dictionary.<\/p>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Given dictionary\r\ndictionary = {'this': 200, 'is': 100, 'BTechGeeks': 300}\r\n# convert the dictionary to list using items()\r\ndictitems = dictionary.items()\r\n# Using sorted() traverse this list\r\nfor i in sorted(dictitems):\r\n    # print key and value\r\n    print(i[0], \":\", i[1])\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre>BTechGeeks : 300\r\nis : 100\r\nthis :200<\/pre>\n<h3 id=\"Using_dict.keys()_method\">Method #2:Using dict.keys() method<\/h3>\n<ul>\n<li>Convert the keys of the dictionary to list .<\/li>\n<li>Sort the list .<\/li>\n<li>Print the corresponding keys and values as you traverse the list.<\/li>\n<\/ul>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Given dictionary\r\ndictionary = {'this': 200, 'is': 100, 'BTechGeeks': 300}\r\n# convert the dictionary to list using dict.keys\r\ndictlist = list(dictionary.keys())\r\n# sort the list\r\ndictlist.sort()\r\n# Print the corresponding key and value by traversing this list\r\nfor key in dictlist:\r\n    # print key and value\r\n    print(key, \":\", dictionary[key])\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre>BTechGeeks : 300\r\nis : 100\r\nthis :200<\/pre>\n<h3 id=\"Sorting_the_dictionary_keys_in_reverse_order\">Method #3: Sorting the dictionary keys in reverse order<\/h3>\n<p>Both of the previous solutions sorted the dictionary ascending order\u00a0by key. What if we were to sort the contents by the keys in decreasing order? This can be accomplished by simply passing an attribute to the sorted() function, such as reverse=True.<\/p>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Given dictionary\r\ndictionary = {'this': 200, 'is': 100, 'BTechGeeks': 300}\r\n# convert the dictionary to list using items()\r\ndictitems = dictionary.items()\r\n# Using sorted() traverse this list in descending order\r\nfor i in sorted(dictitems, reverse=True):\r\n    # print key and value\r\n    print(i[0], \":\", i[1])\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">this : 200\r\nis : 100\r\nBTechGeeks : 300<\/pre>\n<h3>Sort Dictionary by Values:<\/h3>\n<h3 id=\"Using_sorted()_and_items()_functions_to_sort_dictionary_by_value\">Using sorted() and items() functions to sort dictionary by value<\/h3>\n<p>We&#8217;ll use the same sorted() function and transfer a key function that returns the first index element of the tuple, i.e. the value field from the key\/value pair, to sort dictionary elements by value.<\/p>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Given dictionary\r\ndictionary = {'this': 200, 'is': 100, 'BTechGeeks': 300}\r\n# convert the dictionary to list using items()\r\ndictitems = dictionary.items()\r\n# Using sorted() traverse this list in\r\n# using key to sort by values\r\nfor i in sorted(dictitems, key=lambda x: x[1]):\r\n    # print key and value\r\n    print(i[0], \":\", i[1])\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">is : 100\r\nthis : 200\r\nBTechGeeks : 300<\/pre>\n<h3 id=\"Using_sorted()_+_items()_+reverse()_functions_to_sort_dictionary_by_value_in_reverse_order\">Using sorted() + items() +reverse() functions to sort dictionary by value in reverse order<\/h3>\n<p>This can be accomplished by simply passing an attribute to the sorted() function, such as reverse=True.<\/p>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\"># Given dictionary\r\ndictionary = {'this': 200, 'is': 100, 'BTechGeeks': 300}\r\n# convert the dictionary to list using items()\r\ndictitems = dictionary.items()\r\n# Using sorted() traverse this list in\r\n# using key to sort by values\r\nfor i in sorted(dictitems, key=lambda x: x[1], reverse=True):\r\n    # print key and value\r\n    print(i[0], \":\", i[1])\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">BTechGeeks : 300\r\nthis : 200\r\nis : 100<\/pre>\n<p><strong>Related Programs<\/strong>:<\/p>\n<ul>\n<li><a href=\"https:\/\/python-programs.com\/python-how-to-check-if-a-key-exists-in-dictionary\/\">python how to check if a key exists in dictionary<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-how-to-find-keys-by-value-in-dictionary\/\">python how to find keys by value in dictionary<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-how-to-sort-a-list-of-tuples-by-second-item\/\">python how to sort a list of tuples by second item<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-sort-a-dictionary-by-value\/\">python sort a dictionary by value<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-how-to-get-all-keys-with-maximum-value-in-a-dictionary\/\">python how to get all keys with maximum value in a dictionary<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-create-a-dictionary-with-key-as-first-character-and-value-as-words-starting-with-that-character\/\">python program to create a dictionary with key as first character and value as words starting with that character<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-program-to-add-a-key-value-pair-to-the-dictionary\/\">python program to add a key value pair to the dictionary<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Dictionaries are the implementation by Python of a data structure associative array. A dictionary is a collection of pairs of key values. A key pair and its associated value represent each key pair. The list of key value pairs in curly braces that is separated by comma defines a dictionary. Column &#8216;:&#8217; separates the value &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/python-programs.com\/python-how-to-sort-a-dictionary-by-key-or-value\/\"> <span class=\"screen-reader-text\">Python : How to Sort a Dictionary by Key or Value ?<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"spay_email":"","jetpack_publicize_message":"","jetpack_is_tweetstorm":false,"jetpack_publicize_feature_enabled":true},"categories":[5],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python : How to Sort a Dictionary by Key or Value ? - Python Programs<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/python-programs.com\/python-how-to-sort-a-dictionary-by-key-or-value\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python : How to Sort a Dictionary by Key or Value ? - Python Programs\" \/>\n<meta property=\"og:description\" content=\"Dictionaries are the implementation by Python of a data structure associative array. 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