Sort a list of tuples by 2nd item (integer value)
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Chapters
00:00 Sort A List Of Tuples By 2nd Item (Integer Value)
00:20 Answer 1 Score 236
00:51 Accepted Answer Score 858
01:25 Answer 3 Score 45
01:44 Answer 4 Score 51
01:57 Thank you
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Full question
https://stackoverflow.com/questions/1069...
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https://meta.stackexchange.com/help/lice...
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Tags
#python #list #tuples
#avk47
ACCEPTED ANSWER
Score 858
Try using the key keyword argument of sorted(), which sorts in increasing order by default:
sorted(
[('abc', 121), ('abc', 231), ('abc', 148), ('abc', 221)],
key=lambda x: x[1]
)
key should be a function that identifies how to retrieve the comparable element from your data structure. In your case, it is the second element of the tuple, so we access [1].
For optimization, see jamylak's response using operator.itemgetter(1), which is essentially a faster version of lambda x: x[1].
ANSWER 2
Score 236
>>> from operator import itemgetter
>>> data = [('abc', 121),('abc', 231),('abc', 148), ('abc',221)]
>>> sorted(data,key=itemgetter(1))
[('abc', 121), ('abc', 148), ('abc', 221), ('abc', 231)]
IMO using itemgetter is more readable in this case than the solution by @cheeken. It is
also faster since almost all of the computation will be done on the c side (no pun intended) rather than through the use of lambda.
>python -m timeit -s "from operator import itemgetter; data = [('abc', 121),('abc', 231),('abc', 148), ('abc',221)]" "sorted(data,key=itemgetter(1))"
1000000 loops, best of 3: 1.22 usec per loop
>python -m timeit -s "data = [('abc', 121),('abc', 231),('abc', 148), ('abc',221)]" "sorted(data,key=lambda x: x[1])"
1000000 loops, best of 3: 1.4 usec per loop
ANSWER 3
Score 51
Adding to Cheeken's answer, This is how you sort a list of tuples by the 2nd item in descending order.
sorted([('abc', 121),('abc', 231),('abc', 148), ('abc',221)],key=lambda x: x[1], reverse=True)
ANSWER 4
Score 45
As a python neophyte, I just wanted to mention that if the data did actually look like this:
data = [('abc', 121),('abc', 231),('abc', 148), ('abc',221)]
then sorted() would automatically sort by the second element in the tuple, as the first elements are all identical.