Hi Abhishek,
Right-click on page -> Inspect -> opens the browser console -> Go to Network tab , then browse around the site and check out the comings and goings between site and server.
I was able to get the data we're seeing in the website coming in my command prompt (which means: one can capture this) with this simplified cURL command:
Before my foray into python, I used to use notepad++ and libreoffice Calc (their raw text import dialog leaves excel in the dust) to separate out the data I needed from the html tags etc. I'd use spreadsheet formulas to even generate command-prompt commands in bulk. Fun times. For limited jobs, there's things you can do there in a few mins which would take hours of coding.
Maybe you can set these up in Octoparse (i have no experience with that as I just roll my own code) or some other tools to get the data you need. All the best!