Compute word frequencies per object by using/modifying the generate_word_frequencies LoaderFilter

[clovis]

• evaluate if we want to compute TFIDF
• store frequencies in a SQLite table rather than JSON
• Compress JSON strings in the SQLite table
• build a Philo view to see these results