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Two common uses of a hash map: 1. **Fast key-based lookups** — storing and retrieving values by a unique key in average O(1) time (e.g., looking up a user record by user ID). 2. **Counting/frequency tracking** — tallying occurrences of items, like counting word frequencies in a text.