{"id":5516,"date":"2023-10-27T11:53:54","date_gmt":"2023-10-27T06:23:54","guid":{"rendered":"https:\/\/python-programs.com\/?p=5516"},"modified":"2023-11-10T12:03:11","modified_gmt":"2023-11-10T06:33:11","slug":"python-pretty-print-nested-dictionaries-dict-of-dicts","status":"publish","type":"post","link":"https:\/\/python-programs.com\/python-pretty-print-nested-dictionaries-dict-of-dicts\/","title":{"rendered":"Python: Pretty Print Nested Dictionaries \u2013 Dict of Dicts"},"content":{"rendered":"<p>Dictionaries are Python\u2019s implementation of an associative list, which\u00a0<span class=\"rcolor5\" data-name=\"is a|may be a|could be a\">may be a\u00a0<\/span><span class=\"rcolor6\" data-name=\"data structure|arrangement|organization|organisation|system\">arrangement\u00a0<\/span>. A dictionary\u00a0<span class=\"rcolor1\" data-name=\"is a|may be a|could be a\">may be a\u00a0<\/span>collection of key-value pairs that are stored together. A key and its value are represented by each key-value pair.<\/p>\n<p>To an infinite depth, a dictionary may include another dictionary, which can contain dictionaries, and so on. This is referred to as a nested dictionary.<\/p>\n<p>Nested dictionaries are\u00a0<span class=\"rcolor1\" data-name=\"one of|one among|one in all|one amongst|one in every of\">one among\u00a0<\/span>several ways\u00a0<span class=\"rcolor2\" data-name=\"in which|during which|within which\">during which\u00a0<\/span>structured information is represented (similar to records or structures in other languages).<\/p>\n<p>In this article, we&#8217;ll look at how to print a nested dictionary in a visually beautiful and readable format.<\/p>\n<p><strong>Examples:<\/strong><\/p>\n<p><strong>Input:<\/strong><\/p>\n<pre>nesteddict = {\r\n'hello': {'www': 100, 'yyy': 'Helloworld'},\r\n'this': {'www': 'vikram', 'age': 20, 'DOB': 'FEB'},\r\n'BTechGeeks': {'PLACE': 'HYDERABAD', 'PINCODE': 500000,\r\n'PYTHON': {'FUNCTIONS': 'Built in', 'year': 1999}},\r\n}<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">{\r\n    \"hello\": {\r\n        \"www\": 100,\r\n        \"yyy\": \"Helloworld\"\r\n    },\r\n    \"this\": {\r\n        \"www\": \"vikram\",\r\n        \"age\": 20,\r\n        \"DOB\": \"FEB\"\r\n    },\r\n    \"BTechGeeks\": {\r\n        \"PLACE\": \"HYDERABAD\",\r\n        \"PINCODE\": 500000,\r\n        \"PYTHON\": {\r\n            \"FUNCTIONS\": \"Built in\",\r\n            \"year\": 1999\r\n        }\r\n    }\r\n}<\/pre>\n<h2>Print nested dictionaries in pretty way<\/h2>\n<p>There are several ways to print nested dictionaries in pretty way some of them are:<\/p>\n<ul>\n<li><a href=\"#Using_generic_function\">Using generic function<\/a><\/li>\n<li><a href=\"#Using_json_module\">Using json module<\/a><\/li>\n<li><a href=\"#Using_pandas_to_print_as_table\">Using pandas to print as table<\/a><\/li>\n<\/ul>\n<h3 id=\"Using_generic_function\">1)Using generic function<\/h3>\n<p>We can only call the values() function of a dictionary for a normal dictionary to get an iterable sequence of values. However, a value can be another dictionary object in a nested dictionary. To do this, we need to call the values() function again and get a new iterative sequence of values and search for dictation objects in those values. This is possible with recurrence in a simple way.<\/p>\n<p>To print all of the key-values in this dictionary, we wrote a function that will recursively go through the nested dictionary and print all of the key-values.<\/p>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">def printNested(nesteddict):\r\n    # Traverse the dictionary\r\n    for key, value in nesteddict.items():\r\n        # If the value is of the dictionary type, then print\r\n        # all of the key and values within the nested dictionary.\r\n        if isinstance(value, dict):\r\n            print(key, \"  : {\\n\")\r\n            printNested(value)\r\n            print(\"\\n}\\n\")\r\n\r\n        else:\r\n            print(\"\\t\", key, \" : \", value)\r\n\r\n\r\n# given nested_dictionary\r\nnesteddict = {\r\n    'hello':    {'www': 100, 'yyy': 'Helloworld'},\r\n    'this':    {'www': 'vikram', 'age': 20, 'DOB': 'FEB'},\r\n    'BTechGeeks':    {'PLACE': 'HYDERABAD', 'PINCODE': 500000,\r\n                      'PYTHON': {'FUNCTIONS': 'Built in', 'year': 1999}},\r\n}\r\n# passing nested dictionary to printNested Function\r\nprintNested(nesteddict)\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">hello   : {\r\n\r\n\t www  :  100\r\n\t yyy  :  Helloworld\r\n\r\n}\r\n\r\nthis   : {\r\n\r\n\t www  :  vikram\r\n\t age  :  20\r\n\t DOB  :  FEB\r\n\r\n}\r\n\r\nBTechGeeks   : {\r\n\r\n\t PLACE  :  HYDERABAD\r\n\t PINCODE  :  500000\r\nPYTHON   : {\r\n\r\n\t FUNCTIONS  :  Built in\r\n\t year  :  1999\r\n\r\n}\r\n}<\/pre>\n<h3 id=\"Using_json_module\">2)Using json module<\/h3>\n<p>Rather than writing our own functions, we can use the json module to print a dictionary of dictionaries in a format that looks like json.<\/p>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">import json as json\r\n# given nested_dictionary\r\nnesteddict = {\r\n    'hello':    {'www': 100, 'yyy': 'Helloworld'},\r\n    'this':    {'www': 'vikram', 'age': 20, 'DOB': 'FEB'},\r\n    'BTechGeeks':    {'PLACE': 'HYDERABAD', 'PINCODE': 500000,\r\n                      'PYTHON': {'FUNCTIONS': 'Built in', 'year': 1999}},\r\n}\r\n# using json to print the nested dict\r\nprint(json.dumps(nesteddict, indent=4))\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre id=\"codeOutputPre\">{\r\n    \"hello\": {\r\n        \"www\": 100,\r\n        \"yyy\": \"Helloworld\"\r\n    },\r\n    \"this\": {\r\n        \"www\": \"vikram\",\r\n        \"age\": 20,\r\n        \"DOB\": \"FEB\"\r\n    },\r\n    \"BTechGeeks\": {\r\n        \"PLACE\": \"HYDERABAD\",\r\n        \"PINCODE\": 500000,\r\n        \"PYTHON\": {\r\n            \"FUNCTIONS\": \"Built in\",\r\n            \"year\": 1999\r\n        }\r\n    }\r\n}<\/pre>\n<h3 id=\"Using_pandas_to_print_as_table\">3)Using pandas to print as table<\/h3>\n<p>We can print the nested dictionary a table using the pandas module.<\/p>\n<p><strong>Below is the implementation:<\/strong><\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">import pandas as pd\r\n# given nested_dictionary\r\nnesteddict = {\r\n    'hello':    {'www': 100, 'yyy': 'Helloworld'},\r\n    'this':    {'www': 'vikram', 'age': 20, 'DOB': 'FEB'},\r\n    'BTechGeeks':    {'PLACE': 'HYDERABAD', 'PINCODE': 500000,\r\n                      'PYTHON': {'FUNCTIONS': 'Built in', 'year': 1999}},\r\n}\r\nprint(pd.DataFrame(nesteddict).T)\r\n<\/pre>\n<p><strong>Output:<\/strong><\/p>\n<pre>                         DOB            PINCODE      PLACE        ...     age      www       yyy\r\nhello                 NaN            NaN              NaN           ...     NaN    100         Helloworld\r\nthis                   FEB              NaN              NaN           ...     20        vikram    NaN\r\nBTechGeeks      NaN            500000         HYDERABAD ... NaN      NaN        NaN\r\n\r\n[3 rows x 7 columns]<\/pre>\n<p>&nbsp;<\/p>\n<p>&nbsp;<br \/>\n<strong>Related Programs<\/strong>:<\/p>\n<ul>\n<li><a href=\"https:\/\/python-programs.com\/python-how-to-iterate-over-nested-dictionary-dict-of-dicts\/\">python how to iterate over nested dictionary dict of dicts<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-print-items-of-a-dictionary-line-by-line-4-ways\/\">python print items of a dictionary line by line 4 ways<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-convert-list-of-lists-or-nested-list-to-flat-list\/\">python convert list of lists or nested list to flat list<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-get-number-of-elements-in-a-list-list-of-lists-or-nested-list\/\">python get number of elements in a list list of lists or nested list<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-print-all-values-of-a-dictionary\/\">python print all values of a dictionary<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-print-all-key-value-pairs-of-a-dictionary\/\">python print all key value pairs of a dictionary<\/li>\n<li><a href=\"https:\/\/python-programs.com\/python-read-csv-into-a-list-of-lists-or-tuples-or-dictionaries-import-csv-to-list\/\">python read csv into a list of lists or tuples or dictionaries import csv to list<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Dictionaries are Python\u2019s implementation of an associative list, which\u00a0may be a\u00a0arrangement\u00a0. A dictionary\u00a0may be a\u00a0collection of key-value pairs that are stored together. A key and its value are represented by each key-value pair. To an infinite depth, a dictionary may include another dictionary, which can contain dictionaries, and so on. This is referred to as &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/python-programs.com\/python-pretty-print-nested-dictionaries-dict-of-dicts\/\"> <span class=\"screen-reader-text\">Python: Pretty Print Nested Dictionaries \u2013 Dict of Dicts<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":7,"featured_media":5526,"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: Pretty Print Nested Dictionaries \u2013 Dict of Dicts - 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-pretty-print-nested-dictionaries-dict-of-dicts\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python: Pretty Print Nested Dictionaries \u2013 Dict of Dicts - Python Programs\" \/>\n<meta property=\"og:description\" content=\"Dictionaries are Python\u2019s implementation of an associative list, which\u00a0may be a\u00a0arrangement\u00a0. 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A dictionary\u00a0may be a\u00a0collection of key-value pairs that are stored together. A key and its value are represented by each key-value pair. To an infinite depth, a dictionary may include another dictionary, which can contain dictionaries, and so on. 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