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Editorial Team
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Editorial Team
Asked: May 13, 20262026-05-13T06:17:53+00:00 2026-05-13T06:17:53+00:00

What is the easiest way to programmatically extract structured data from a bunch of

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What is the easiest way to programmatically extract structured data from a bunch of web pages?

I am currently using an Adobe AIR program I have written to follow the links on one page and grab a section of data off of the subsequent pages. This actually works fine, and for programmers I think this(or other languages) provides a reasonable approach, to be written on a case by case basis. Maybe there is a specific language or library that allows a programmer to do this very quickly, and if so I would be interested in knowing what they are.

Also do any tools exist which would allow a non-programmer, like a customer support rep or someone in charge of data acquisition, to extract structured data from web pages without the need to do a bunch of copy and paste?

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  1. Editorial Team
    Editorial Team
    2026-05-13T06:17:54+00:00Added an answer on May 13, 2026 at 6:17 am

    If you do a search on Stackoverflow for WWW::Mechanize & pQuery you will see many examples using these Perl CPAN modules.

    However because you have mentioned “non-programmer” then perhaps Web::Scraper CPAN module maybe more appropriate? Its more DSL like and so perhaps easier for “non-programmer” to pick up.

    Here is an example from the documentation for retrieving tweets from Twitter:

    use URI;
    use Web::Scraper;
    
    my $tweets = scraper {
        process "li.status", "tweets[]" => scraper {
            process ".entry-content",    body => 'TEXT';
            process ".entry-date",       when => 'TEXT';
            process 'a[rel="bookmark"]', link => '@href';
        };
    };
    
    my $res = $tweets->scrape( URI->new("http://twitter.com/miyagawa") );
    
    for my $tweet (@{$res->{tweets}}) {
        print "$tweet->{body} $tweet->{when} (link: $tweet->{link})\n";
    }
    
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