{"id":229834,"date":"2024-05-29T10:40:07","date_gmt":"2024-05-29T10:40:07","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/?p=229834"},"modified":"2024-05-29T10:40:07","modified_gmt":"2024-05-29T10:40:07","slug":"how-to-sort-dictionary-by-value-python-descending","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/","title":{"rendered":"How to sort dictionary by value Python descending?"},"content":{"rendered":"<p>Sorting a dictionary by its values is a common task in Python, and at times, you may want to sort the values in descending order. Fortunately, Python provides us with several methods to achieve this. In this article, we will explore different approaches for sorting a dictionary by value in descending order, regardless of the original order of the keys.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_62 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#How_to_sort_dictionary_by_value_Python_descending\" title=\"How to sort dictionary by value Python descending?\">How to sort dictionary by value Python descending?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#FAQs\" title=\"FAQs\">FAQs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q1_How_does_the_lambda_function_inside_the_key_parameter_work\" title=\"Q1: How does the lambda function inside the `key` parameter work?\">Q1: How does the lambda function inside the `key` parameter work?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q2_What_does_the_reverseTrue_parameter_do\" title=\"Q2: What does the `reverse=True` parameter do?\">Q2: What does the `reverse=True` parameter do?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q3_Can_we_use_the_sort_method_on_a_dictionary\" title=\"Q3: Can we use the `sort()` method on a dictionary?\">Q3: Can we use the `sort()` method on a dictionary?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q4_Will_sorting_a_dictionary_change_its_original_order\" title=\"Q4: Will sorting a dictionary change its original order?\">Q4: Will sorting a dictionary change its original order?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q5_How_can_we_get_the_sorted_keys_after_sorting_a_dictionary_by_values\" title=\"Q5: How can we get the sorted keys after sorting a dictionary by values?\">Q5: How can we get the sorted keys after sorting a dictionary by values?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q6_Is_it_possible_to_sort_a_dictionary_by_values_and_keys_simultaneously\" title=\"Q6: Is it possible to sort a dictionary by values and keys simultaneously?\">Q6: Is it possible to sort a dictionary by values and keys simultaneously?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q7_What_happens_if_the_dictionary_has_duplicate_values\" title=\"Q7: What happens if the dictionary has duplicate values?\">Q7: What happens if the dictionary has duplicate values?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q8_Is_there_a_way_to_sort_a_dictionary_in_place\" title=\"Q8: Is there a way to sort a dictionary in place?\">Q8: Is there a way to sort a dictionary in place?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q9_Can_we_sort_a_dictionary_by_value_and_then_by_key\" title=\"Q9: Can we sort a dictionary by value and then by key?\">Q9: Can we sort a dictionary by value and then by key?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q10_How_can_we_sort_a_dictionary_in_ascending_order\" title=\"Q10: How can we sort a dictionary in ascending order?\">Q10: How can we sort a dictionary in ascending order?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q11_What_if_the_dictionary_is_empty\" title=\"Q11: What if the dictionary is empty?\">Q11: What if the dictionary is empty?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#Q12_Does_the_approach_work_with_dictionaries_containing_non-numeric_values\" title=\"Q12: Does the approach work with dictionaries containing non-numeric values?\">Q12: Does the approach work with dictionaries containing non-numeric values?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"How_to_sort_dictionary_by_value_Python_descending\"><\/span>How to sort dictionary by value Python descending?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>To sort a dictionary by its values in descending order, we can utilize the `sorted()` function and customize its behavior using a lambda function. Here&#8217;s an example:<\/p>\n<p>&#8220;`python<br \/>\n# A sample dictionary<br \/>\nmy_dict = {&#8216;apple&#8217;: 4, &#8216;banana&#8217;: 2, &#8216;cherry&#8217;: 3, &#8216;date&#8217;: 1}<\/p>\n<p># Sorting the dictionary by value in descending order<br \/>\nsorted_dict = dict(sorted(my_dict.items(), key=lambda x: x[1], reverse=True))<\/p>\n<p>print(sorted_dict)<br \/>\n&#8220;`<br \/>\n<strong>Output:<\/strong><br \/>\n&#8220;`<br \/>\n{&#8216;apple&#8217;: 4, &#8216;cherry&#8217;: 3, &#8216;banana&#8217;: 2, &#8216;date&#8217;: 1}<br \/>\n&#8220;`<br \/>\nIn the above code, we use the `sorted()` function and pass the dictionary&#8217;s items to it. The `key` parameter is set to a lambda function that specifies we want to sort based on the dictionary&#8217;s values (`x[1]`). The `reverse` parameter is set to `True` to sort in descending order. Finally, we convert the sorted result back into a dictionary using the `dict()` function.<\/p>\n<p>The dictionary `my_dict` is sorted by its values in descending order, and the result is stored in the `sorted_dict` variable.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"FAQs\"><\/span>FAQs<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"Q1_How_does_the_lambda_function_inside_the_key_parameter_work\"><\/span>Q1: How does the lambda function inside the `key` parameter work?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe lambda function takes an element `x` from the dictionary&#8217;s items and returns the corresponding value (`x[1]`). It specifies the sorting key.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Q2_What_does_the_reverseTrue_parameter_do\"><\/span>Q2: What does the `reverse=True` parameter do?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe `reverse=True` parameter reverses the sorting order, resulting in a descending order.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Q3_Can_we_use_the_sort_method_on_a_dictionary\"><\/span>Q3: Can we use the `sort()` method on a dictionary?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, dictionaries in Python are unordered, and the `sort()` method is available only for sequences like lists. However, we can use the `sorted()` function to sort the items of a dictionary.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Q4_Will_sorting_a_dictionary_change_its_original_order\"><\/span>Q4: Will sorting a dictionary change its original order?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, dictionaries in Python are unordered, meaning that their keys have no inherent order. Sorting a dictionary will only return a new sorted representation of its items without modifying the original order.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Q5_How_can_we_get_the_sorted_keys_after_sorting_a_dictionary_by_values\"><\/span>Q5: How can we get the sorted keys after sorting a dictionary by values?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nAfter sorting a dictionary by values, we can retrieve the sorted keys by accessing the `keys()` method of the sorted dictionary.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Q6_Is_it_possible_to_sort_a_dictionary_by_values_and_keys_simultaneously\"><\/span>Q6: Is it possible to sort a dictionary by values and keys simultaneously?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, we can sort a dictionary by values and keys simultaneously by providing multiple sorting keys to the `sorted()` function. We can pass a tuple of keys to the `key` parameter, specifying the desired order of sorting.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Q7_What_happens_if_the_dictionary_has_duplicate_values\"><\/span>Q7: What happens if the dictionary has duplicate values?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the dictionary contains duplicate values, the order of the corresponding keys in the sorted dictionary may vary arbitrarily.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Q8_Is_there_a_way_to_sort_a_dictionary_in_place\"><\/span>Q8: Is there a way to sort a dictionary in place?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, dictionaries are mutable objects in Python, but their order cannot be modified directly. However, we can create a sorted representation and assign it to a new variable, as shown in the earlier example.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Q9_Can_we_sort_a_dictionary_by_value_and_then_by_key\"><\/span>Q9: Can we sort a dictionary by value and then by key?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, we can achieve this by using a tuple of keys in the `key` parameter of the `sorted()` function. For example, `(lambda x: x[1], lambda x: x[0])` sorts first by value and then by key.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Q10_How_can_we_sort_a_dictionary_in_ascending_order\"><\/span>Q10: How can we sort a dictionary in ascending order?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nTo sort a dictionary in ascending order by value, we can simply omit the `reverse=True` parameter or set it to `False`.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Q11_What_if_the_dictionary_is_empty\"><\/span>Q11: What if the dictionary is empty?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nIf the dictionary is empty, attempting to sort it will result in an empty dictionary since there are no values to sort.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Q12_Does_the_approach_work_with_dictionaries_containing_non-numeric_values\"><\/span>Q12: Does the approach work with dictionaries containing non-numeric values?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, the approach works perfectly with dictionaries containing both numeric and non-numeric values. The sorting is based on the object types and their comparison methods Python provides.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sorting a dictionary by its values is a common task in Python, and at times, you may want to sort the values in descending order. Fortunately, Python provides us with several methods to achieve this. In this article, we will explore different approaches for sorting a dictionary by value in descending order, regardless of the &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"How to sort dictionary by value Python descending?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-python-descending\/#more-229834\">Read more<span class=\"screen-reader-text\">How to sort dictionary by value Python descending?<\/span><\/a><\/p>\n","protected":false},"author":57,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-229834","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learn","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to sort dictionary by value Python descending?<\/title>\n<meta name=\"description\" content=\"Sorting a dictionary by its values is a common task in Python, and at times, you may want to sort the values in descending order. 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