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: Sudden spikes in activity without a corresponding increase in followers or conversation are often a sign of bought engagement.

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: In 2015, Twitter officially changed "Favorites" (star icon) to "Likes" (heart icon). : Sudden spikes in activity without a corresponding

The golden star used to mean something. Back when Twitter was young, a "favorite" was a rare token of genuine appreciation. For Elias, a struggling digital poet, those stars were his oxygen. But as the algorithm changed and the stars turned into red hearts, Elias’s engagement plummeted. His words were the same, but the audience had moved on to louder, flashier voices. The golden star used to mean something

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