farshidbalan farshidbalan - 9 months ago 57
Python Question

Scraping the content of a box contains infinite scrolling in Python

I am new to Python and web crawling. I intend to scrape links in the top stories of a website. I was told to look at to its Ajax requests and send similar ones. The problem is that all requests for the links are same: http://www.marketwatch.com/newsviewer/mktwheadlines
My question would be how to extract links from an infinite scrolling box like this. I am using beautiful soup, but I think it's not suitable for this task. I am also not familiar with Selenium and java scripts. I know how to scrape certain requests by Scrapy though.

Answer Source

It is indeed an AJAX request. If you take a look at the network tab in your browser inspector:

enter image description here

You can see that it's making a POST request to download the urls to the articles.
Every value is self explanatory in here except maybe for docid and timestamp. docid seems to indicate which box to pull articles for(there are multiple boxes on the page) and it seems to be the id attached to <li> element under which the article urls are stored.

Fortunately in this case POST and GET are interchangable. Also timestamp paremeter doesn't seem to be required. So in all you can actually view the results in your browser, by right clicking the url in the inspector and selecting "copy location with parameters":


This example has timestamp parameter removed as well as increased pullCount to 100, so simply request it, it will return 100 of article urls.

You can mess around more to reverse engineer how the website does it and what the use of every keyword, but this is a good start.