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Editorial Team
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Editorial Team
Asked: May 28, 20262026-05-28T04:50:17+00:00 2026-05-28T04:50:17+00:00

I used to have a python script that pulled data from the below table

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I used to have a python script that pulled data from the below table properly using Mechanize and BeautifulSoup. However, this site has recently changed the encoding of the table to javascript, and I’m having trouble working with it because there are multiple pages to the table.

http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=0&type=8&season=2011&month=0&season1=&ind=0&team=25&players=0

For example, in the link above, how could I grab the data from both page 1 and page 2 of the table? FWIW, The URL doesn’t change.

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  1. Editorial Team
    Editorial Team
    2026-05-28T04:50:17+00:00Added an answer on May 28, 2026 at 4:50 am

    Your best bet is to run a headless browser e.g phantomjs which understands all the intricacies of JavaScript, DOM etc but you will have to write your code in Javascript, benefit is that you can do whatever you want, parsing html using BeautifulSoup is cool for a while but is headache in long term. So why scrape when you can access the DOM

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