Central data and more

[FlorianJacta]

I passed the entire dataset through the augmentation process. You can find it in the repo directly! You can run the app directly now; no need to change the path or download data. I stored the file in parquet, which is a compressed way of storing data better than CSV.

Here is the head of movies now:
movieId,title,genres,description,directors,leadCast,keywords,Bagofwords,rating,Nb ratings

As you can see new attributes are in this dataframe. Having this central data simplified some other code of the application (like process_title).

There are on the page new elements like the genres, the description, the lead cast, directors..

I parallelized some code (the one that generated the augmented_dataset and the one that makes recommendations for the search page).

I let you see in the code what other things have been changed!

[FlorianJacta]

Of course, don't hesitate to give me some feedback or other suggestions. This is just some suggestions that I implemented!