worsening of predictions in the prophet model when reducing the dataset

Hello, good afternoon everyone, I was passing by here to ask if anyone could tell me the reasons why I might be experiencing a worsening in the results of my Prophet model. I am splitting the dataset into categories to make predictions for each category separately, and the results the Prophet model is giving me are much worse. Could someone tell me why this might be happening?