For those interested in converting PDF tables into CSV, there's also Tabula ( http://tabula.technology/ ) (Used by many journalists to analyze the data in PDFs)
I find it absolutely ridiculous that we have to resort to these kinds of tools :/ We have digital formats, and we decided to standardize document distribution on the one that makes it as hard to extract data as if it were on physical paper.
Sure, PDF is a light on context clues for automation and is targeted purely at humans. But formats targeted at both computers and humans consistently fail (XML with accompanying XSLT comes to mind), and/or only have terrible tools for creating files (easily parsable, pretty HTML).
Either there is very little real demand or we consistently fail at making alternatives viable.