The read_csv method in Pandas loads all rows of the dataset into the DataFrame before filtering to remove all unwanted rows.
On the other hand, the scan_csv method in Polars delays execution and optimizes the operation until the collect method is called.
This approach accelerates code execution, particularly when handling large datasets.
