The function allows us to get the maximum value of any iterable. l.sort () Which sorts the list and after the one thing is important to convert again the list into Dictionary by dict=dict (l) So after that, we will get the sorted Dictionary in ascending order. The sorted() function returns a sorted list of the specified iterable object. In Python, a dictionary is an unordered collection of data values, similar to a map, that retains the key: value pair, unlike other data types that only hold a single value as an element. Append is a method in python lists that allows you to add an element to the end of the list. OrderedDict to Get the Dictionary-Compatible Result in Python Dictionary Sorting The example code shown above returns the result as a list, but not a dictionary type. Python dictionary multiple values. Summary: In this programming example, we will learn different ways to sort a dictionary by key or value in Python. Asking for help, clarification, or responding to other answers. The first argument is the Dictionary variable concatenated with items() function. To perform this particular task ,we are going to use the dict.values() method.In Python, the dict.values() method returns all the values which are available in the dictionary and stores them into a list. To sort a Dictionary by value, you have to use the sorted() function that takes two arguments. The simplest way to get the max value of a Python dictionary is to use the max () function. First is to use the key argument to the sorted() function as follows. Sort the list of tuples by using the sorted () function. Assume we have a dictionary like below, Let's say you have a dictionary and you want to sort by key-value pairs. Sort Dictionary in Reverse Order in Python Python Sort Dictionary With Custom key Function Method Python dictionary is the same as the hash table that keeps the entries by evaluating the hashes of keys, and the sequence of entries are impossible to anticipate. then you can get a list of the words, ordered by frequency of use with sorted (d, key=d.get) - the sort iterates over the dictionary keys, using the number of word occurrences as a sort key . 4. sort the following dictionary's keys based on the value from highest to lowest. We can sort lists, tuples, strings, and other iterable objects in python since they are all ordered objects. By default, Python dictionary is an unordered list of key-value pairs. dev.to/josean. In this section, we will discuss how to create a dictionary with multiple values in Python dictionary. Dictionaries can't be sorted, but you can build a sorted list from them. The key function maps each list element (in our case a dictionary) to a single value that can be used as the basis of comparison. Hence, some other data structure, such as the list has to be used to be able to perform sorting. It is an unordered collection where elements are stored as . To sort a dictionary by key in Python, use a combination of the sort() and OrderedDict() methods. Sort a Dictionary by Key in Python in 3 different ways. Case 1 : Sort by Keys This task is performed using sorted (), in this, we extract the keys using 1st index of items of dictionary extracted by items (), and pass it in key as custom lambda function to get sorted by keys. sorted (dictionary.items (), key=operator.itemgetter (0)) sorts the names in ascending order then sorted (reversed_dict, key=operator.itemgetter (1), reverse=True)) orders the keys in descending order. We will look at different use cases to sort dictionary by key. Python offers the built-in keys functions keys () and values () functions to sort the dictionary. Sorts the given dictionary by value. Learn more about sorted () and its parameter key at Python sorted (). Use a lambda function as key function to sort the list of dictionaries. Use the reverse parameter in sorted () to sort the dictionary in reverse order, based on the second argument. There is no index in a dictionary, but we can conclude that this is index 0 and 1 if we use it as an element and item. Here is an example of sorting a dictionary by values (ages of the students): Note: Sorting does not allow you to re-order the dictionary in-place. In this, we perform the task of sorting using sorted (). Hence, sorting for a dictionary can be performed by using any one of the key or value parts as a parameter.. Sort by value − The dictionary is sorted in ascending order of the values. It has definitions of high performance container data types. Python's two methods sort () and sorted () help us to sort any data structure in ascending by default. The canonical method of doing so in Python is to first use d.items () to get a list of the dictionary's items, then invert the ordering of each item's tuple from (key, value) into (value, key), then sort the list; since Python sorts the list based on the first item of the tuple . The "reverse=True" is added to perform reverse sort. Python Dictionary Sort. Your lambda should just return a tuple: lambda r: (r[1][2], r[0]) , which would sort by that last value, and then by name if multiple values equal each other. This iteration process is needed to print the key value pair in the . Now after that, we use Sort function i.e. Sort a Dictionary by Value Using sorted() in Python. When it is required to sort the dictionaries in Python using a key or a value, a dictionary can be defined, and key value pairs can be inserted into it. In this case, the . Unlike sequences such as a list, which is indexed by a range of numbers, the dictionary is . Using a sorted () with operator module In this example, we will be using the sorted () function and applying the itemgetter () function from the operator module. Dictionary keys are used for looking up dictionary values whereas this key function returns an object that determines how to order items in an iterable. Python3 # Python3 code to demonstrate working of # Sort a Dictionary Learn more about sorted () and its parameter key at Python sorted (). This leads to a need to sort a dictionary's items by value. The reason for it being not sorted helps in the speed of access. Method : Using sorted () + items () + dictionary comprehension + lambda The combination of above functions can be used to solve this problem. OrderedDict is a sub class of dictionary which remembers the order of entries added in dictionary object. Python is a useful programming language for scripting, data science, and web development. A dictionary stores its elements in key-value mapping style and uses hashing internally; as a result, we can rapidly . In this, we perform task of sorting using sorted (), dictionary comprehension is used to remake dictionary, items () is used to extract items to sorted. The dictionary type can be Counter from the collections library: A Counter is a dict subclass for counting hashable objects. The same method as above can be used to sort a dictionary by values in a couple of variations. How to Sort a Dictionary by Value in Python. The view object will reflect any changes done to the dictionary, see example below. How to sort dictionary in Python. To do this, we use the same sorted () function but specify as a parameter to this function, reverse= True. It is an associative container (collection) that stores data values as key-value pairs. Use dict.items() to get a list of tuple pairs from d and sort it using a lambda function and sorted(). This is wrong. 2. ; Use the reverse parameter in sorted() to sort the dictionary in reverse order, based on the second argument. You can use Python built-in sorted () function to sort the keys of a dictionary. u/u-copycat. Display Key-Values in . In the first line, the key is defined as a lambda function where the key value is the second parameter of the items. Share Third, sort the values alphabetically using key_value.iteritems (), key = lambda (k, v) : (v, k)) In Python sorted() is the built-in function that can be helpful to sort all the iterables in Python dictionary. Convert the dictionary into a list of tuples (actually it's a view object not an actual list) by using the items () method. As mentioned above, a dictionary item consists of a key and its corresponding value. Python sort dictionary by value than key. Sort Python Dictionaries by Key or Value. Get to know: List and dictionary comprehension in python. From each key:value pair of dt.item (), sorted () sorts the items based on values. Sorting By Keys and Values. Python has supported the key= for .sort since 2.4, that is year 2004, it does the Schwartzian transform within the sorting code, in C; thus this method is useful only on Pythons 2.0-2.3. all of which are more than 12 years old. The view object contains the values of the dictionary, as a list. Solution: You have two main ways to do this—both are based on defining the key function of Python's sorting methods. To begin with, our test data is following dictionary object having names and marks of students. In this article, we will look at three different ways to sort a dictionary. ; Use dict() to convert the sorted list back to a dictionary. Method-1: Sort dictionary by value using for loop with sorted() This is a very basic example which should work on older releases of Python as well. Standard distribution of Python contains collections module. Python Server Side Programming Programming. Convert the sorted items back to a dictionary. To get the list, use the dict.items() function. We can use the keys to sort the dictionary in the ascending order. The item () function is used to retrieve the keys or values from the dictionary. So In Python Dictionary, items () method is used to return the list with all dictionary keys with values. [Python Dictionary Value Access] - 17 images - python list of dictionaries python 3 dictionaries with, sorting a dictionary by value in python youtube, python the complete manual first edition r217149p8g23, python remove the last n number of elements from a given, This can be done by using method sorted. From each key:value pair of dt.item (), sorted () sorts the items based on values. We could perform this by using two functions items() and sorted(). ; Syntax: Various methods to sort dictionary by value in Python By converting data in the dictionary to list Using Bubble Sort Using sorted () Method Using itemgetter () Method Using dict.items () and sorted () Functions By performing operations directly on the dictionary Using a for Loop Using the sorted () Function Using a Lambda Function Its submitted by handing out in the best field. Thus we are also able to sort dictionaries using python's built-in sorted() function. Python Code: Traceback (most recent call last): File "<pyshell#1>", line 1, in <module> csv_mapping_list.sort() TypeError: '<' not supported between instances of 'dict' and 'dict' To solve this problem, we use the key parameter. The dictionary in a python is not a sorted collection. First, sort the keys alphabetically using key_value.iterkeys () function. [Python Dictionary Key Value] - 18 images - python dictionary methods examples python guides, how to sort dictionary by value in python 3 7, python dictionary for beginners with example w3path, python dictionaries tutorialbrain, Create a python file with the following script to sort a dictionary using the sorted () function and the items (). Sort Dictionary By Value in Python. A note about Python 3.6 native sorting . The most common operation is to get dictionary values sorted by keys. This sort will create a list of sorted tuples. Well, as of python 3.7, dictionaries remember the order of items inserted as well. The lambda function is used to get key's values. PS. So let's use it! Consider an example dictionary, sample_dict = {'a':1, 'c':3, 'b':5, 'd':4} In order to sort a dictionary by value, introduce another data structure such as an ordered dictionary. This means that can sort a dictionary, either the values or the keys, from greatest to least, either alphabetically or numerically. Sort a Python Dictionary by Values Using a Dictionary Comprehension We can turn the above for loop into a dictionary comprehension, which cuts down the amount of code we need to write. We then loop through the sorted values, finding the keys for each value. Use dict () to convert the sorted list back to a dictionary. W3Schools offers free online tutorials, references and exercises in all the major languages of the web. By the way, if you end up with multiple entries sharing the same sort value, you can build a compound sort (secondary, tertiary, etc). 4. See this wiki page for a great tutorial on sorting in Python. I tried using key=reversed instead, but reversed (x) returns an iterator, which does not compare as needed here. You can see that the keys are present in sorted order. We can sort a dictionary with the help of a for loop. 5 Ways to sort a dictionary by value in Python Here, we will be discussing all the different ways through which we can sort a dictionary by value: 1. Please be sure to answer the question.Provide details and share your research! To sort a dictionary by value (in Python 3.7+): Grab the dictionary entries by calling items() method on it. reverse=True tells sorted to present the result in descending, rather than ascending order. Convert the list of tuples back into a . The key=lambda x: (x[1],x[0]) tells sorted that for each item x in y.items(), use (x[1],x[0]) as the proxy value to be sorted.Since x is of the form (key,value), (x[1],x[0]) yields (value,key).This causes sorted to sort by value first, then by key for tie-breakers.. reverse=True tells sorted to present the result in descending, rather than ascending order. Covering popular subjects like HTML, CSS, JavaScript, Python, SQL, Java, and many, many more. By initializing empty elements and then looping through the dictionary.items (), we can append a new list [key, value] in the original list. We identified it from well-behaved source. Output. Python Sort Dictionary Using "Key". We assume this kind of Python Dictionary Sort graphic could possibly be the most trending topic subsequently we share it in google pro or facebook. Dictionary to List using loop + items () Method. Example 3: Sort a Dictionary by Value in Python Descending. 1. for w in sorted (d, key=d.get, reverse=True): print (w, d [w]) In fact, turning this into a dictionary comprehension makes the entire code more readable. 4. In the above method, we used the sorted () function along with the for loop. But you could get the representation of sorted Python dictionary in other data types like list. Syntax: Here is the Syntax of the sorted() function.. sorted ( iterable, Key=None, reverse=False ) scores = { 'Mary': 7, 'Jane': 35, 'Tom': 13 } for key, value in sorted (scores.items (), key =lambda kv: kv [ 1 ], reverse =True): print ( "%s: %s" % ( key, value)) In the above Python 3 code we pass the values from scores.items () to the sorted () built-in function and set its sorting key keyword argument to a lambda . Using the sorted () function to sort dictionary by value in Python. Sometimes, you may need to sort the dictionary by key in Python. we can just make it a dictionary using the dict () function as shown in the . You can also sort the keys in descending order. dict_items ( [ ('orange', 300), ('apple', 500), ('banana', 200)]) 2. how to sort a list of dictionary by value in descending order? Method 1 − Sort the dictionary by key In this approach, the dictionary is sorted in ascending order of its keys. In Python, the dictionary class doesn't have any provision to sort items in its object. # Declare a dictionary. How to Sort Dictionary By Key in Python. The Python sort () and sorted () method takes an optional key parameter that use to pass a custom sorting order function to perform sorting. Different Ways to sort a Dictionary in Python. We can sort a dictionary using two criteria − Sort by key − The dictionary is sorted in ascending order of its keys. In this post sorting python 3 dictionary: sort a dict by key; sort a dictionary by value ascending order; sort a map by value descending order; sort a list of dictionaries; sort a dictionary of lists by Nth item; Sort a dictionary by key. It takes any iterable as an argument and returns the sorted list of keys. Sort a Dictionary in Python by Key Method 1: Use operator.itemgetter() (Recommended method for older versions of Python) Now, if you want to sort a Dictionary by Key, we can use the operator method, like in the last section. Sorting by Values. If you want to keep the result as dictionary-compatible type, introduced from Python 2.7 is the right choice. 0 comments. If you are using Python 3.7, regular dict s are ordered by default. The sorted () function has used inside the dict () function to get a sorted dictionary as the output. For sorting the list of tuples we've chosen the values i.e., the second parameter of each tuple as key. Use the dictionary keys () function to get the dictionary keys and then apply the sorted () function to sort the returned keys. Sorting Python dictionaries by Values In the same way as we did with the keys, we can use sorted to sort the Python dictionary by its values: 1 2 3 # We have to call numbers.values () here >>> sorted(numbers.values()) [1, 2, 3, 4] This is the list of values in the default order, in ascending order. ; To sort the values and keys we can use the sorted() function.This sorted function will return a new list. For each . We will be using dictionary.sorted() function to sort the keys in the dictionary. If you have experience with other programming languages, like C or Java, then you've probably heard of the concept of null.Many languages use this to represent a pointer that doesn't point to anything, to . Input: If you use Python regularly, then you know that the dictionary data structure is by definition an unsorted mapping type. Technique 1: Using sorted () function to sort a dictionary by value in Python The sorted () method along with Python operator.itemgetter () method can be used to sort a dictionary by value in Python. The sorted function is written as sorted (dictx, key=dictx.get). Definition and Usage. Let's understand the following example. Python Sort . How to Convert a Single List to a Dictionary in Python. The dictionary data structure in Python is equivalent to the Map data structure of C++ or Java.. Python3 # Python3 code to demonstrate working of It means that if you insert your items already sorted, the new python 3.6 implementation will be this . The only change that we have to make is to sort the list based on keys now, so we call operator.itemgetter(0). If we want to sort the dictionary by its values, we could make a key function that accepts each item in our list of 2-item tuples and returns just the value: Output. We use the same dictionary that we use before with the same exact keys and values . In previous version on this post, I wrote that "In Python 3.6, the iteration through a dictionary is sorted.". We will pass the lambda function as a key parameter to the sort () function or sorted () method. This is the more portable solution and works in all versions of python.This aproach requires you to import the operator library bfore you can begin. Python Dictionary; Add and Modify Dictionary elements; Delete elements from Dictionary; Sort dictionary by key; Sort dictionary by value; Combine and merge dictionaries; Convert a String representation of a Dictionary to a dictionary; Get key by value in dictionary; Copy a dictionary and edit the copy only; Create dictionary with dict . The values() method returns a view object. The other day I was asked if there was a way to sort a dictionary by value. My approach building a serverless application that notifies me of gasoline prices. 6 hours ago. The OrderedDict() is a method of the Collections module that returns an instance of a dict subclass with a method specialized for rearranging dictionary order. This article will introduce how to sort dictionary by key in Python. We use the lambda function to sort the dictionary by key-value, or we may say that the index value is zero, as you can see in the image. We add these keys-value pairs in the sorted order into a new dictionary. To sort the dictionary by value in Python, use the combination of dictionary comprehension, sorted() method, for loop, dict.items(), and lambda function. If you have a dictionary that the value is numerical, you can also use a different dictionary type when creating the dictionary to sort the dictionary directly. Posted by. So, let us now take a look at the different methods by which we can sort a dictionary by key or by value.. 1. 2. New to dictionary comprehensions? Sort the items by calling sorted() and specify the sorting criterion. But avoid …. 2. Here we sort the values of the dictionary and store it in a variable then use for loop to map the key and value and then store the sorted item content in new dictionary variable. Let's look at an example. The values are not taken care of. 1. The item() function retrieves the values from the dictionary, and the sorted() function with a custom key parameter will sort the dictionary by . The key parameter allows us to define a lambda function which returns some value for each item in our list. First, we use the sorted () function to order the values of the dictionary. But, it creates a list-like container in the form . Method #1 : Using sorted () + key + lambda The combination of above functions can be used to solve this problem. Then there are two different ways to iterate over the keys in the dictionary. What I meant is that in Python 3.6 dictionary keeps insertion sorted. Let's see how it works with a list, before diving into a more complex example with a Python dictionary: some_list = [ 30, 29, 31, 43, 32, 38 ] max_value = max (some_list) print (max_value . The quickest way is to iterate over the key-value pairs of your current dict and call sorted passing the dictionary values and setting reversed=True. value) for sorting.. OrderedDict to Get the Dictionary-Compatible Result in Python Dictionary Sorting Python dictionary is an order-less data type, therefore, you could not sort the Python dictionary by its keys or values. 1. new_list = sorted (old_list, key=lambda k: k [ 'key '], reverse = True ) /* use reverse = False for ascending order*/. Sort Dictionary by Key in Python. sorted (fruits.items (), key=lambda x: x [1]) 3. A 'for' loop can be used to iterate through the key value pair, and sort it using 'sort' method. Here are a number of highest rated Python Dictionary Sort pictures upon internet. ; ⚠️ NOTICE: Dictionary values must be of the same type. Second, sort the keys alphabetically using sorted (key_value) function & print the value corresponding to it. In this method, we will make use of a parameter that the sorted () function takes in to sort dictionary by value in Python. # Python3 code to demonstrate working of # Sort List by Dictionary values # Using sorted () + key + lambda # initializing list Here, key=lambda item: item [1] returns the values of each key:value pair. Python operator module has various in-built functions to manipulate the data and values. This causes sorted to sort by value first, then by key for tie-breakers. Sort dictionary by value. Moreover, sometimes the descending is desired; pass "reverse=True" in sorted (). In Python 3.7 and above, sorted () can be used to sort the dictionary keys and can be used to re-generating a new (sorted) dict - see below: # we see that the sorting by key works! Thanks for contributing an answer to Stack Overflow! Used to be able to perform sorting > How to create a list of?. Is to use the sorted order add an element to the Map data structure of or. Built-In keys functions keys ( ) function in sorted ( fruits.items ( ) sorts the items by calling sorted )... Python < /a > 4 by keys you may need to sort a dictionary by in! X27 ; s understand the following example reverse parameter in sorted order Usage... Method 1 − sort the dictionary in the speed of access keys ( ): //favtutor.com/blogs/reverse-dictionary-python '' > simple... /A > Thanks for contributing an answer to Stack Overflow can be Counter from the dictionary ''! Java, and many, many more it creates a list-like container in the best field Python to! > sorting a dictionary comprehension makes the entire code more readable Python & # x27 ; t have provision... To sort a list, use a lambda function as a key parameter to the Map data is! Many, many more in fact, turning this into a dictionary by value the (... Other data types like list your research order, based on values to reverse a in! New list key=lambda x: x [ 1 ] that access the second is... Or Java: item [ 1 ] ) 3, or responding to other answers through the sorted )! By using any one of the key value is the second element of dictionary which remembers order. That takes two arguments provision to sort a dictionary in Python - Javatpoint < /a > Thanks for contributing answer! Is used to get a list of dictionaries it is an unordered collection where elements are stored as of! Specify the sorting criterion, key=lambda x: x [ 1 ] ) 3, a dictionary using the (! Makes the entire code more readable can be helpful to sort dictionary key... See this wiki page for a great tutorial how to sort a dictionary by value in python sorting in Python - DZone <., you have to use the sorted list back to a dictionary item consists of a key and its value! Pairs in the dictionary in the dictionary is sorted in ascending order of items inserted as well ) the... Are two different ways to iterate over the keys to sort the list has to be able to reverse! The most common operation is to use the sorted ( ) and its parameter key at sorted... Sort dictionaries using Python 3.7, regular dict s are ordered by default that data... Map data structure in Python - JournalDev < /a > 4 s items by calling sorted ( key_value ).. Its parameter key at Python sorted ( ) of keys as well, Java, and so.. Great tutorial on sorting in Python - Javatpoint < /a > Python dictionary new list stores... Item [ 1 ] ) 3 or sorted ( ) function to sort the dictionary type be! To other answers function as key function to get dictionary values sorted by.! Dictionary & # x27 ; s say how to sort a dictionary by value in python have to use the sorted list back to need! Also able to perform sorting by definition an unsorted mapping type built-in function that takes arguments... The following example using any one of the key or value parts as a result, we look! Indexed one, and many, many more to add an element to the sort ( is... Sort the dictionary, see example below of dictionaries other data types like.... There are two different ways to iterate over the keys in descending order hence, for... It being not sorted helps in the speed of access indexed zero, is! - Pencil Programmer < /a > 4 tutorial on sorting in Python - JournalDev /a! Couple of variations through the sorted ( ) is needed to print the from. ] returns the sorted ( ) function is written as sorted ( ) key Python... Shown in the dictionary by key in Python - Pencil Programmer < /a Python... ] ) 3 as a parameter as shown in the form using loop + items ( ) to the. ( ) and specify the sorting criterion has definitions of high performance container data types like list parameter in (! Such as a key and its parameter key at Python sorted ( ), sorted ( key_value ) function with! Sorted function is written as sorted ( ) method //favtutor.com/blogs/reverse-dictionary-python '' > Python dictionary pictures. Of tuple pairs from d and sort it using a lambda function and sorted ( ) function to a. Dictionary with multiple values ( dictx, key=dictx.get ) ankit is indexed by a range of numbers, the is. Will return a new list dictionary that we use before with the for loop - How to reverse dictionary! By a range of numbers, the dictionary data structure, such as a parameter as shown the... Of items inserted as well sub class of dictionary ( i.e not helps. Say you have a dictionary, sort the keys in descending order built-in function takes! That if you want to sort dictionary by value < /a > Thanks for an. Reverse= True answer to Stack Overflow items in its object items already sorted, but reversed ( x returns... Of each key: value pair in the ascending order of its keys mapping style uses... With multiple values in this article will introduce How to sort a dictionary you! Which does not compare as needed here counting hashable objects Thanks for contributing an to. As the Output get dictionary values sorted by keys sort function i.e and uses hashing internally ; a. Method in Python... < /a > different ways to iterate over keys... A Counter is a method in Python 1 − sort the dictionary in Python dictionary to create a by! Key_Value ) function to sort dictionary by value < /a > definition Usage. Keys to sort dictionary by key in Python hence, sorting for a great on... Task of sorting using sorted ( ) function to get a list keys... Pictures upon internet the representation of sorted tuples implementation will be using dictionary.sorted ( ) and sorted ( ) the... Loop through the sorted ( ) to get a list of the key is defined as a key and in!, a dictionary stores its elements in key-value mapping style and uses hashing internally ; as parameter... To retrieve the keys to sort the keys are present in sorted order into a list... Mentioned above, a dictionary comprehension makes the entire code more readable shown the... Types like list any one of the same type Pencil Programmer < /a > Thanks for contributing answer! Use the sorted ( ) function to get a list of dictionaries function.This sorted function will return a dictionary. Now after that, we will discuss How to sort dictionary by in. New list dictionary keeps insertion sorted > this leads to a dictionary with multiple values by. Understand the following example the sorted ( ) to convert the sorted ( ) function this article, we the... Dictx, key=dictx.get ) of high performance container data types s use it a. By keys various in-built functions to sort all the iterables in Python are two different ways to iterate over keys... S built-in sorted ( ) to convert the sorted ( ) function specify! Dictionary keeps insertion sorted items ( ) function to sort the keys are present in sorted ( ) sort... For each value its keys such as a parameter we can use the dict.items ( ), sorted )... Items inserted as well ordereddict is a sub class of dictionary ( i.e as here. A dictionary by value, you have to use the sorted order:., CSS, JavaScript, Python, SQL, Java, and many, many more, CSS JavaScript... Means that if you are using Python 3.7, regular dict s are by! Is used to get dictionary values must be of the specified iterable object of items as! Asking for help, clarification, or responding to other answers can & # x27 ; s look at example. Helpful to sort dictionary in the form specify the sorting criterion if you use Python regularly, then you that! Counter from the collections library: a Counter is a method in Python: <. Dictionary in-place many, many more - 30 seconds of code < /a > ways! > Thanks for contributing an answer to Stack Overflow the for loop such the. Some value for each item in our list values and keys we can use the same keys... Sorted to present the result in descending, rather than ascending order entire... 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