{"id":23541,"date":"2021-12-20T12:59:09","date_gmt":"2021-12-20T07:29:09","guid":{"rendered":"https:\/\/tutorial.eyehunts.com\/?p=23541"},"modified":"2023-09-25T17:35:10","modified_gmt":"2023-09-25T12:05:10","slug":"python-print-nested-dictionary-as-table-example-code","status":"publish","type":"post","link":"https:\/\/tutorial.eyehunts.com\/python\/python-print-nested-dictionary-as-table-example-code\/","title":{"rendered":"Python print nested dictionary as table | Example code"},"content":{"rendered":"\n

Using the pandas module <\/a>you can print a nested dictionary as a table in Python. Or you can use the tabulate<\/code> library, which is not part of the Python standard library, so you’ll need to install it first using pip<\/code>.<\/p>\n\n\n\n

<\/div>\n\n\n\n

Example print nested dictionary as a table in Python<\/h2>\n\n\n\n

Simple example code. The df.fillna(0)<\/code> replaces missing values with 0.<\/p>\n\n\n\n

import pandas as pd\n\ndata = {'bin1': {'A': 14545,\n                 'B': 18579,\n                 'C': 5880,\n                 'D': 20771,\n                 'E': 404396},\n        'bin2': {'A': 13200,\n                 'D': 16766,\n                 'E': 200344},\n        }\n\ndf = pd.DataFrame(data).T\ndf.fillna(0, inplace=True)\nprint(df)\n<\/code><\/pre>\n\n\n\n
Output<\/strong>:<\/p>\n\n\n
\n
\"Python<\/figure><\/div>\n\n\n
<\/div>\n\n\n\n
Another example <\/strong><\/p>\n\n\n\n
You can use pandas.DataFrame.from_dict<\/code><\/a> with orient=index<\/code>.<\/p>\n\n\n\n
import pandas as pd\n\nstudent = {\n    \"student1\": {\n        \"Name\": \"Eddy\",\n        \"Grade\": 1,\n        \"Math\": 78,\n        \"English\": 65,\n        \"Physics\": 89,\n        \"Chemistry\": 80\n    },\n    \"student2\": {\n        \"Name\": \"Jim\",\n        \"Grade\": 2,\n        \"Math\": 89,\n        \"English\": 65,\n        \"Physics\": 87,\n        \"Chemistry\": 76\n\n    },\n    \"student3\": {\n        \"Name\": \"Jane\",\n        \"Grade\": 3,\n        \"Math\": 87,\n        \"English\": 97,\n        \"Physics\": 75,\n        \"Chemistry\": 64\n\n    },\n}\n\ndf = pd.DataFrame.from_dict(student, orient='index').reset_index(drop=True)\n\nprint(df)<\/code><\/pre>\n\n\n\n
Output<\/strong>:<\/p>\n\n\n\n
   Name  Grade  Math  English  Physics  Chemistry\n0  Eddy      1    78       65       89         80\n1   Jim      2    89       65       87         76\n2  Jane      3    87       97       75         64<\/code><\/pre>\n\n\n\n
Source<\/strong>: stackoverflow.com<\/p>\n\n\n\n
<\/div>\n\n\n\n
For a markdown table<\/strong><\/p>\n\n\n\n
Use pandas.DataFrame.to_markdown()<\/code><\/a><\/p>\n\n\n\n
print(df.to_markdown(index=False))<\/code><\/pre>\n\n\n\n
Output<\/strong>:<\/p>\n\n\n\n
| Name   |   Grade |   Math |   English |   Physics |   Chemistry |\n|:-------|--------:|-------:|----------:|----------:|------------:|\n| Eddy   |       1 |     78 |        65 |        89 |          80 |\n| Jim    |       2 |     89 |        65 |        87 |          76 |\n| Jane   |       3 |     87 |        97 |        75 |          64 |<\/code><\/pre>\n\n\n\n
Use the following Python code to print a nested dictionary as a table:<\/p>\n\n\n\n
from tabulate import tabulate\r\n\r\n# Sample nested dictionary\r\ndata = {\r\n    'Alice': {'Age': 25, 'City': 'New York'},\r\n    'Bob': {'Age': 30, 'City': 'San Francisco'},\r\n    'Charlie': {'Age': 22, 'City': 'Los Angeles'}\r\n}\r\n\r\n# Convert the nested dictionary to a list of dictionaries\r\ntable_data = [{key: value for key, value in entry.items()} for entry in data.values()]\r\n\r\n# Get the table headers from the first dictionary\r\nheaders = table_data[0].keys()\r\n\r\n# Print the table using tabulate\r\nprint(tabulate(table_data, headers, tablefmt=\"grid\"))\r<\/code><\/pre>\n\n\n\n
<\/div>\n\n\n\n
Do comment if you have any doubts or suggestions on this Python print dictionary topic.<\/p>\n\n\n\n
Note:<\/strong> IDE: PyCharm<\/a> 2021.3.3 (Community Edition)<\/p>
Windows 10<\/p>
Python 3.10.1<\/strong><\/p>
All Python Examples are in Python 3<\/strong>, so Maybe its different from python 2 or upgraded versions.<\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"
Using the pandas module you can print a nested dictionary as a table in Python. Or you can use the tabulate library, which is not part of the Python standard library, so you’ll need to install it first using pip. Example print nested dictionary as a table in Python Simple example code. The df.fillna(0) replaces… Read More »Python print nested dictionary as table | Example code<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[30],"tags":[262,101,163,245],"post_series":[],"class_list":["post-23541","post","type-post","status-publish","format-standard","hentry","category-python","tag-nested-dictionary","tag-python-dictionary","tag-python-print","tag-python-table"],"yoast_head":"\nPython print nested dictionary as table | Example code<\/title>\n<meta name=\"description\" content=\"Using the pandas module you can print a nested dictionary as a table in Python. 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Enthusiasm for technology & like learning technical.","url":"https:\/\/tutorial.eyehunts.com\/author\/rohit\/"}]}},"jetpack_featured_media_url":"","jetpack-related-posts":[{"id":18834,"url":"https:\/\/tutorial.eyehunts.com\/python\/flatten-dictionary-python-example-code\/","url_meta":{"origin":23541,"position":0},"title":"Flatten Dictionary Python | Example code","author":"Rohit","date":"August 31, 2021","format":false,"excerpt":"How to convert given a nested dictionary into a flattened dictionary where the key is separated by \u2018_\u2019 in case of the nested key is to be started. Suppose the given dictionary is: {'a': 1, 'c': {'a': 2, 'b': {'x': 5, 'y' : 10}}, 'd': [1, 2, 3]} Flatten Dictionary\u2026","rel":"","context":"In "Python"","block_context":{"text":"Python","link":"https:\/\/tutorial.eyehunts.com\/category\/python\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2021\/08\/Flatten-Dictionary-Python.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2021\/08\/Flatten-Dictionary-Python.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2021\/08\/Flatten-Dictionary-Python.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2021\/08\/Flatten-Dictionary-Python.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":23162,"url":"https:\/\/tutorial.eyehunts.com\/python\/nested-dictionary-python-user-input-example-code\/","url_meta":{"origin":23541,"position":1},"title":"Nested dictionary Python user input | Example code","author":"Rohit","date":"December 13, 2021","format":false,"excerpt":"Using for loop and range() function can create a Nested dictionary from user input in Python. Example nested dictionary Python user input Simple example code creates a nested dictionary with user input in python. d = {} size = int(input(\"Enter the size of nested dictionary: \")) for i in range(size):\u2026","rel":"","context":"In "Python"","block_context":{"text":"Python","link":"https:\/\/tutorial.eyehunts.com\/category\/python\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2021\/12\/Nested-dictionary-Python-user-input.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2021\/12\/Nested-dictionary-Python-user-input.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2021\/12\/Nested-dictionary-Python-user-input.jpg?resize=525%2C300&ssl=1 1.5x"},"classes":[]},{"id":22510,"url":"https:\/\/tutorial.eyehunts.com\/python\/python-update-nested-dictionary-example-code\/","url_meta":{"origin":23541,"position":2},"title":"Python update nested dictionary | Example code","author":"Rohit","date":"November 19, 2021","format":false,"excerpt":"The dictionaries within a dictionary are called a Nested dictionaries in Python. You can update the nested dictionary using the assignment operator or update method in Python. Yes, updating the Nested dictionary is similar to updating a simple dictionary. Here's the syntax for updating a nested dictionary in Python: nested_dict[key1][key2]\u2026","rel":"","context":"In "Python"","block_context":{"text":"Python","link":"https:\/\/tutorial.eyehunts.com\/category\/python\/"},"img":{"alt_text":"Python update nested dictionary","src":"https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2021\/11\/Python-update-nested-dictionary.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":22540,"url":"https:\/\/tutorial.eyehunts.com\/python\/python-get-nested-dictionary-keys-example-code\/","url_meta":{"origin":23541,"position":3},"title":"Python get nested dictionary keys | Example code","author":"Rohit","date":"November 19, 2021","format":false,"excerpt":"Just iterate every inner dictionary one by one and get nested dictionary keys in Python. 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Comprehension is good for simple one-line code and is easy to read. Structure Nested dictionary comprehension Python. data = {outer_k: {inner_k: myfunc(inner_v) for inner_k, inner_v in outer_v.items()} for outer_k, outer_v\u2026","rel":"","context":"In "Python"","block_context":{"text":"Python","link":"https:\/\/tutorial.eyehunts.com\/category\/python\/"},"img":{"alt_text":"Nested dictionary comprehension Python","src":"https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2022\/09\/Nested-dictionary-comprehension-Python.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2022\/09\/Nested-dictionary-comprehension-Python.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2022\/09\/Nested-dictionary-comprehension-Python.jpg?resize=525%2C300&ssl=1 1.5x"},"classes":[]},{"id":18804,"url":"https:\/\/tutorial.eyehunts.com\/python\/python-get-all-values-from-nested-dictionary-example-code\/","url_meta":{"origin":23541,"position":5},"title":"Python get all values from nested dictionary | Example code","author":"Rohit","date":"August 30, 2021","format":false,"excerpt":"In Python3 we can build a simple generator to get all values from a nested dictionary. See below simple example code for it:- Get all values from nested dictionary def get_values(d): for v in d.values(): if isinstance(v, dict): yield from get_values(v) else: yield v a = {4: 1, 6: 2,\u2026","rel":"","context":"In "Python"","block_context":{"text":"Python","link":"https:\/\/tutorial.eyehunts.com\/category\/python\/"},"img":{"alt_text":"Python get all values from nested dictionary","src":"https:\/\/i0.wp.com\/tutorial.eyehunts.com\/wp-content\/uploads\/2021\/08\/Python-get-all-values-from-nested-dictionary.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]}],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/tutorial.eyehunts.com\/wp-json\/wp\/v2\/posts\/23541","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tutorial.eyehunts.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tutorial.eyehunts.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tutorial.eyehunts.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tutorial.eyehunts.com\/wp-json\/wp\/v2\/comments?post=23541"}],"version-history":[{"count":1,"href":"https:\/\/tutorial.eyehunts.com\/wp-json\/wp\/v2\/posts\/23541\/revisions"}],"predecessor-version":[{"id":41964,"href":"https:\/\/tutorial.eyehunts.com\/wp-json\/wp\/v2\/posts\/23541\/revisions\/41964"}],"wp:attachment":[{"href":"https:\/\/tutorial.eyehunts.com\/wp-json\/wp\/v2\/media?parent=23541"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tutorial.eyehunts.com\/wp-json\/wp\/v2\/categories?post=23541"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tutorial.eyehunts.com\/wp-json\/wp\/v2\/tags?post=23541"},{"taxonomy":"post_series","embeddable":true,"href":"https:\/\/tutorial.eyehunts.com\/wp-json\/wp\/v2\/post_series?post=23541"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}