In the lab, to enhance the performance of the start$\_$date$\_$report.py script, what specific preprocessing step is recommended for the data file?

$1$ point

Encrypt the file for secure and faster data processing.

Split the file into multiple smaller files for parallel processing.

Create a dictionary from the file with start dates as keys for quicker data access.

Convert the file format to a more efficient data structure like JSON.