Rows and columns with defined types. Challenge: missing values, inconsistent coding across departments (e.g., "M" vs. "Male"), and privacy restrictions. 2. **Unstructured** — Free-form text with no fixed schema. Challenge: extracting meaning from natural language — sarcasm, misspellings, varying len