The three types of personal data are categorical, numerical, and textual. Categorical data includes race, ethnic origin, political opinions, religious or philosophical beliefs, trade union membership, genetic data, and biometric data used for identification purposes. Numerical data refers to measurable quantities, while textual data includes information in text form. It is important to handle all types of personal data with caution to ensure data privacy and compliance with regulations.