Web Reference: **Learn Python in 100 days!****Join me on this journey and learn Python in 100 days!**In this video series, I'll be sharing my own experience learning Python... 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. The winner (the largest number) will emerge after all the 'matches' (takes N-1 time), but if we record the 'players' of all the matches, and among them, group all the players that the winner has beaten, the second largest number will be the largest number in this group, i.e. the 'losers' group.
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