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A count-min sketch estimates per-item frequencies. HyperLogLog estimates how many distinct items there are, not how often each appears, and a Bloom filter only answers "seen or not".
Data structures · Multiple choice
A count-min sketch estimates per-item frequencies. HyperLogLog estimates how many distinct items there are, not how often each appears, and a Bloom filter only answers "seen or not".