How can different time nodes and price information be crawled on this page?

I have been crawling recently, and I have encountered trouble in grasping the trend of house prices, different time nodes and prices
http://renhejunty.fang.com/ho.

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this page to get all the time + price must click the down arrow icon, I currently use selenium to achieve, but the efficiency is too low, every time to climb the data must open the browser, if this amount is too large, resource consumption is too large, is there any other way to extract this information?
found a lot of information on the Internet, but to no avail.

Mar.21,2021

chrome is now in headless mode, so you can not open the browser window

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