{"id":203453,"date":"2024-11-05T13:25:57","date_gmt":"2024-11-05T13:25:57","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-in-python\/"},"modified":"2024-11-05T13:25:57","modified_gmt":"2024-11-05T13:25:57","slug":"how-to-sort-dictionary-by-value-in-python","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-in-python\/","title":{"rendered":"How to sort dictionary by value in Python?"},"content":{"rendered":"<p>**To sort a dictionary by value in Python, you can use the `sorted` function along with a lambda function to specify the key to sort by. Here is an example code snippet:**<\/p>\n<p>&#8220;`python<br \/>\nmy_dict = {&#8216;a&#8217;: 10, &#8216;b&#8217;: 5, &#8216;c&#8217;: 20}<br \/>\nsorted_dict = {k: v for k, v in sorted(my_dict.items(), key=lambda item: item[1])}<br \/>\nprint(sorted_dict)<br \/>\n&#8220;`<\/p>\n<p>This will output `{&#8216;b&#8217;: 5, &#8216;a&#8217;: 10, &#8216;c&#8217;: 20}`, which is the dictionary sorted by its values in ascending order.<\/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-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-in-python\/#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-2\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-in-python\/#1_Can_dictionaries_be_sorted_in_Python\" title=\"1. Can dictionaries be sorted in Python?\">1. Can dictionaries be sorted in Python?<\/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-in-python\/#2_How_does_the_lambda_function_work_in_sorting_a_dictionary_by_value\" title=\"2. How does the lambda function work in sorting a dictionary by value?\">2. How does the lambda function work in sorting a dictionary by value?<\/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-in-python\/#3_Can_dictionaries_be_sorted_in_descending_order\" title=\"3. Can dictionaries be sorted in descending order?\">3. Can dictionaries be sorted in descending order?<\/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-in-python\/#4_Will_sorting_a_dictionary_change_the_original_order_of_elements\" title=\"4. Will sorting a dictionary change the original order of elements?\">4. Will sorting a dictionary change the original order of elements?<\/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-in-python\/#5_Can_you_apply_custom_sorting_logic_when_sorting_a_dictionary_in_Python\" title=\"5. Can you apply custom sorting logic when sorting a dictionary in Python?\">5. Can you apply custom sorting logic when sorting a dictionary in Python?<\/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-in-python\/#6_Is_it_possible_to_sort_a_dictionary_by_key_in_Python\" title=\"6. Is it possible to sort a dictionary by key in Python?\">6. Is it possible to sort a dictionary by key in Python?<\/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-in-python\/#7_How_can_I_sort_a_dictionary_by_value_and_maintain_duplicates\" title=\"7. How can I sort a dictionary by value and maintain duplicates?\">7. How can I sort a dictionary by value and maintain duplicates?<\/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-in-python\/#8_What_is_the_time_complexity_of_sorting_a_dictionary_by_value_in_Python\" title=\"8. What is the time complexity of sorting a dictionary by value in Python?\">8. What is the time complexity of sorting a dictionary by value in Python?<\/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-in-python\/#9_Can_I_sort_a_dictionary_by_value_if_the_values_are_not_comparable\" title=\"9. Can I sort a dictionary by value if the values are not comparable?\">9. Can I sort a dictionary by value if the values are not comparable?<\/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-in-python\/#10_How_does_the_items_method_help_in_sorting_a_dictionary_by_value\" title=\"10. How does the `items()` method help in sorting a dictionary by value?\">10. How does the `items()` method help in sorting a dictionary by value?<\/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-in-python\/#11_Can_dictionaries_with_nested_dictionaries_be_sorted_by_value_in_Python\" title=\"11. Can dictionaries with nested dictionaries be sorted by value in Python?\">11. Can dictionaries with nested dictionaries be sorted by value in Python?<\/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-in-python\/#12_Is_there_a_way_to_sort_a_dictionary_by_value_without_using_lambda_functions\" title=\"12. Is there a way to sort a dictionary by value without using lambda functions?\">12. Is there a way to sort a dictionary by value without using lambda functions?<\/a><\/li><\/ul><\/nav><\/div>\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=\"1_Can_dictionaries_be_sorted_in_Python\"><\/span>1. Can dictionaries be sorted in Python?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, dictionaries in Python can be sorted based on their keys or values.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_How_does_the_lambda_function_work_in_sorting_a_dictionary_by_value\"><\/span>2. How does the lambda function work in sorting a dictionary by value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe lambda function passed to the `sorted` function specifies the key to sort the dictionary by, in this case, the value of each key-value pair.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Can_dictionaries_be_sorted_in_descending_order\"><\/span>3. Can dictionaries be sorted in descending order?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, you can sort dictionaries in descending order by using the `reverse` parameter in the `sorted` function.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Will_sorting_a_dictionary_change_the_original_order_of_elements\"><\/span>4. Will sorting a dictionary change the original order of elements?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, sorting a dictionary in Python does not change the original order of elements. It creates a new sorted dictionary.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Can_you_apply_custom_sorting_logic_when_sorting_a_dictionary_in_Python\"><\/span>5. Can you apply custom sorting logic when sorting a dictionary in Python?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, you can define a custom sorting function and pass it to the `key` parameter of the `sorted` function to apply custom sorting logic.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Is_it_possible_to_sort_a_dictionary_by_key_in_Python\"><\/span>6. Is it possible to sort a dictionary by key in Python?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, you can sort a dictionary by its keys by simply omitting the lambda function from the `sorted` function call.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_How_can_I_sort_a_dictionary_by_value_and_maintain_duplicates\"><\/span>7. How can I sort a dictionary by value and maintain duplicates?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nTo sort a dictionary by value while preserving duplicate values, you can use the `collections.Counter` class to count the occurrences of each value before sorting.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_What_is_the_time_complexity_of_sorting_a_dictionary_by_value_in_Python\"><\/span>8. What is the time complexity of sorting a dictionary by value in Python?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe time complexity of sorting a dictionary by value in Python is O(n log n), where n is the number of key-value pairs in the dictionary.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Can_I_sort_a_dictionary_by_value_if_the_values_are_not_comparable\"><\/span>9. Can I sort a dictionary by value if the values are not comparable?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nNo, you cannot sort a dictionary by its values if the values are not comparable. Python will raise a `TypeError` in such cases.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_How_does_the_items_method_help_in_sorting_a_dictionary_by_value\"><\/span>10. How does the `items()` method help in sorting a dictionary by value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe `items()` method returns a view object that displays a list of a dictionary&#8217;s key-value pairs, which can be easily sorted based on the values.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_Can_dictionaries_with_nested_dictionaries_be_sorted_by_value_in_Python\"><\/span>11. Can dictionaries with nested dictionaries be sorted by value in Python?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, dictionaries with nested dictionaries can be sorted by value in Python by recursively sorting each nested dictionary.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_Is_there_a_way_to_sort_a_dictionary_by_value_without_using_lambda_functions\"><\/span>12. Is there a way to sort a dictionary by value without using lambda functions?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, you can achieve sorting a dictionary by value without lambda functions by using list comprehension and the `itemgetter` function from the `operator` module.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>**To sort a dictionary by value in Python, you can use the `sorted` function along with a lambda function to specify the key to sort by. Here is an example code snippet:** &#8220;`python my_dict = {&#8216;a&#8217;: 10, &#8216;b&#8217;: 5, &#8216;c&#8217;: 20} sorted_dict = {k: v for k, v in sorted(my_dict.items(), key=lambda item: item[1])} print(sorted_dict) &#8220;` &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"How to sort dictionary by value in Python?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/how-to-sort-dictionary-by-value-in-python\/#more-203453\">Read more<span class=\"screen-reader-text\">How to sort dictionary by value in Python?<\/span><\/a><\/p>\n","protected":false},"author":51,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-203453","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 in Python?<\/title>\n<meta name=\"description\" content=\"**To sort a dictionary by value in Python, you can use the `sorted` function along with a lambda function to specify the key to sort by. 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