[python] Python 3 sort a dict by its values

The only methods I found work for python2 or return only list of tuples.

Is it possible to sort dictionary, e.g. {"aa": 3, "bb": 4, "cc": 2, "dd": 1}, by its values?

Order of sorted dictionary I want to achieve is from largest to smallest. I want results to look like this:

bb 4
aa 3
cc 2
dd 1

And after sorting I want to store it into a text file.

This question is related to python python-3.x sorting dictionary

The answer is


To sort a dictionary and keep it functioning as a dictionary afterwards, you could use OrderedDict from the standard library.

If that's not what you need, then I encourage you to reconsider the sort functions that leave you with a list of tuples. What output did you want, if not an ordered list of key-value pairs (tuples)?


Another way is to use a lambda expression. Depending on interpreter version and whether you wish to create a sorted dictionary or sorted key-value tuples (as the OP does), this may even be faster than the accepted answer.

d = {'aa': 3, 'bb': 4, 'cc': 2, 'dd': 1}
s = sorted(d.items(), key=lambda x: x[1], reverse=True)

for k, v in s:
    print(k, v)

You can sort by values in reverse order (largest to smallest) using a dictionary comprehension:

{k: d[k] for k in sorted(d, key=d.get, reverse=True)}
# {'b': 4, 'a': 3, 'c': 2, 'd': 1}

If you want to sort by values in ascending order (smallest to largest)

{k: d[k] for k in sorted(d, key=d.get)}
# {'d': 1, 'c': 2, 'a': 3, 'b': 4}

If you want to sort by the keys in ascending order

{k: d[k] for k in sorted(d)}
# {'a': 3, 'b': 4, 'c': 2, 'd': 1}

This works on CPython 3.6+ and any implementation of Python 3.7+ because dictionaries keep insertion order.


from collections import OrderedDict
from operator import itemgetter    

d = {"aa": 3, "bb": 4, "cc": 2, "dd": 1}
print(OrderedDict(sorted(d.items(), key = itemgetter(1), reverse = True)))

prints

OrderedDict([('bb', 4), ('aa', 3), ('cc', 2), ('dd', 1)])

Though from your last sentence, it appears that a list of tuples would work just fine, e.g.

from operator import itemgetter  

d = {"aa": 3, "bb": 4, "cc": 2, "dd": 1}
for key, value in sorted(d.items(), key = itemgetter(1), reverse = True):
    print(key, value)

which prints

bb 4
aa 3
cc 2
dd 1

To sort dictionary, we could make use of operator module. Here is the operator module documentation.

import operator                             #Importing operator module
dc =  {"aa": 3, "bb": 4, "cc": 2, "dd": 1}  #Dictionary to be sorted

dc_sort = sorted(dc.items(),key = operator.itemgetter(1),reverse = True)
print dc_sort

Output sequence will be a sorted list :

[('bb', 4), ('aa', 3), ('cc', 2), ('dd', 1)]

If we want to sort with respect to keys, we can make use of

dc_sort = sorted(dc.items(),key = operator.itemgetter(0),reverse = True)

Output sequence will be :

[('dd', 1), ('cc', 2), ('bb', 4), ('aa', 3)]

Examples related to python

programming a servo thru a barometer Is there a way to view two blocks of code from the same file simultaneously in Sublime Text? python variable NameError Why my regexp for hyphenated words doesn't work? Comparing a variable with a string python not working when redirecting from bash script is it possible to add colors to python output? Get Public URL for File - Google Cloud Storage - App Engine (Python) Real time face detection OpenCV, Python xlrd.biffh.XLRDError: Excel xlsx file; not supported Could not load dynamic library 'cudart64_101.dll' on tensorflow CPU-only installation

Examples related to python-3.x

Could not load dynamic library 'cudart64_101.dll' on tensorflow CPU-only installation Replace specific text with a redacted version using Python Upgrade to python 3.8 using conda "Permission Denied" trying to run Python on Windows 10 Python: 'ModuleNotFoundError' when trying to import module from imported package What is the meaning of "Failed building wheel for X" in pip install? How to downgrade python from 3.7 to 3.6 I can't install pyaudio on Windows? How to solve "error: Microsoft Visual C++ 14.0 is required."? Iterating over arrays in Python 3 How to upgrade Python version to 3.7?

Examples related to sorting

Sort Array of object by object field in Angular 6 Sorting a list with stream.sorted() in Java How to sort dates from Oldest to Newest in Excel? how to sort pandas dataframe from one column Reverse a comparator in Java 8 Find the unique values in a column and then sort them pandas groupby sort within groups pandas groupby sort descending order Efficiently sorting a numpy array in descending order? Swift: Sort array of objects alphabetically

Examples related to dictionary

JS map return object python JSON object must be str, bytes or bytearray, not 'dict Python update a key in dict if it doesn't exist How to update the value of a key in a dictionary in Python? How to map an array of objects in React C# Dictionary get item by index Are dictionaries ordered in Python 3.6+? Split / Explode a column of dictionaries into separate columns with pandas Writing a dictionary to a text file? enumerate() for dictionary in python