PDF Analysis: Extracting words and their word frequencies from PDF files
Preparation of text data for performing topic analysis on annual reports of German car manufacturers - e.g. Volkswagen, Porsche and Audi. Please note that words are only being extracted, stemming is not being applied. In order to improve this, use nltk.stem.snowball.SnowballStemmer('german'), for example.
A very simple Python scipt that makes use of PyPDF2 and NLTK. It is provided "as it is", meaning that is comes without any warranty - i.e., "use it at your own risk".