Hello,
I'm an experienced PHP developer that could write scripts to scrape the needed data from the website you're mentioning. I'm really interested in knowing more about the project, and the website displaying the data in an unworkable way. Would it be possible to share a link through chat?
Based on the volume of data to be extracted, I could make my script run using proxies, or be uploaded on multiple servers to run together.
The output of the script would be either an excel file, or a MySQL database, whichever you prefer.
You could also have a look at my profile to see example work I've already delivered for similar projects.
Regards,
Amr