Web Reference: Oct 28, 2025 · This method uses a heap data structure to directly extract the top k largest elements efficiently. By finding the two largest elements (k = 2), the second element of the result will be the second largest number. Aug 30, 2015 · First it find num=3 highest values and create dict with empty list for indexes for it. Next it goes over the list and for every of the highest values (val in res) save it's indexes. Mar 11, 2024 · Utilizing Python’s heapq module to find the second largest number is efficient, as it converts the list to a heap in linear time and then retrieves the largest values.
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