Batch convert json links to csv
I guess what you are looking for is a crawler, which can crawl through the web pages and scrape the data for you into a csv file.

I really don't like the idea of giving away the full code. So, I would tell you how it's done. I would use Python for the example.

Define the url of the web page. Leave the last part (page=), as it can go into a loop, so that as it needs to be incremented after every page gets scrapped.

Now, identify the xpaths of the data which you want to scrape. Store each of them in an array, and keep writing(and appending into a csv)

This is the code of one such scrapper which I have written for a project of mine. Refer to it in case of a road-block. I have used the lxml library of Python. 
You can use other fancy libraries like Scrapy, BeautifulSoup. But, they are just fancy wrappers over lxml, so it's faster.