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hello and welcome back to another episode of the pythonic accountants today were gonna get a little bit deeper into the world of extracting data from PDF files so we will have in front of us a sample invoice by vendor list thats part of a larger PDF file but this one page has some pretty rich information that were gonna try to extract the data from so lets see what we can do to start what weve got here is some starter code that Ive borrowed from a previous video the extracting data from PDF which had some pretty basic downloading of a PDF file and extracting some information from it so were gonna do is were gonna start with that Ive replaced the URL with this new URL here and then what this is gonna do is now get us to the point where we are grabbing the text from that page so lets go ahead and run this were downloading the file and it saves it here and now this is acting as if we have a local file which we do so were gonna open up the PDF file and we want page the fifteen