simplify Bias in data collection can occur when the data collected is not representative of the entire population. For instance, a tech company might only survey its younger users, leading to a bias towards their preferences. This can occur due to a lack of understanding of the need for diverse data, and the data collection method could be through targeted surveys. This can lead to products not catering to all user demographics