Consider a dataset with various attributes such as numerical, categorical, and text data. Using the AutoML data exploration notebook, identify the key attributes that should be analyzed to gain a comprehensive understanding of the dataset. Discuss how these attributes influence the model selection and preprocessing steps in AutoML.