This is a graph of one of the initial long-form recordings that was performed. There is a large amount of spikes, which shows us that the dataset is quite noisy—the EEG is picking up on signals that are not brainwaves. Here, I could decide to not use the dataset or to trim it. Sometimes, the data recording was relatively clean, so I could delete sections of nonsense noise and still use the data.