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welcome everyone my name is Teddy Petru and Im here with another python data science tutorial and this one were going to learn how to convert trapped tables within PDFs to pandas data frames so the pandas library is the most powerful and popular python one to do data analysis it can directly read in data from many sources such as csvs Excel workbooks SQL databases even your own clipboard but not tables within PDFs so thankfully there is this tabula Pi Library which does allow us to extract tables buried with inside of TBS and return them as pandas data frames so this is a really cool Library its actually based on the tabula Library this is a tabular pie just a python wrapper around tabula you need to have a Java installed therell be a link in the description below to where you can go to the documentation of tabula Pi its very simple you just it with Pip and then you are ready to go so what were going to look at today is a book sales PDF this is actually from my book pandas cookb