To improve and adapt your provided script for a financial analysis application, I will take a systematic approach, focusing on enhancing readability, structure, and efficiency. The code will maintain its essential functionalities while addressing potential improvements.
Here’s a refined version of the script:
```python
import logging
import argparse
import pandas as pd
from pathlib import Path
from models.stock import Stock
from


