The Dataset API is available in Scala, but it is not available in Python.

Correct. The Dataset API uses fixed typing and is typically used for object-oriented programming. It is available when Spark is used with the Scala programming language, but not for Python. In

Python, you use the DataFrame API, which is based on the Dataset API.

The Dataset API does not provide compile-time type safety.

No – in fact, depending on the use case, the type safety that the Dataset API provides is an advantage.

The Dataset API does not support unstructured data.

Wrong, the Dataset API supports structured and unstructured data.

In Python, the Dataset API's schema is constructed via type hints.

No, this is not applicable since the Dataset API is not available in Python.

In Python, the Dataset API mainly resembles Pandas' DataFrame API.

The Dataset API does not exist in Python, only in Scala and Java.