When it comes to analyzing financial data, it is important to remove the overall trend or pattern over time. This process is known as detrending and involves adjusting the data to account for any consistent changes or fluctuations. By doing so, we can gain a more accurate understanding of the data and make informed decisions. Think of it as removing the noise to uncover the true signal.