My Github Repo: IMDb Project
What is IMDb?
- IMDb is an online database of information related to films, television programs, home videos, video games, and streaming content online – including cast, production crew and personal biographies, plot summaries, trivia, fan and critical reviews, and ratings.
Description
This Project was created by me (Sahivy R. Gonzalez) in order to showcase some of the technologies I have learned to use. It consists of the following three parts:
This program has two versions, which are the following:
- Version Alpha: This version will only utilize the datasets freely provided by IMDb through "https://datasets.imdbws.com". Sadly these datasets do not contain "Box Office Sales", thus it will be used as a Classifier that will predict the rating of a movie based on the available parameters in the datasets provided.
- Version Beta: This version will not only utilize the datasets freely provided by IMDb, but will also scrape data from "https://www.imdb.com/" through a python module called "imdb". This version will have access to all the parameters required to create a Neural Network capable of predicting "Box Office Sales" based on the variables available.
Future Feature Engineering:
- Incorporate Dask in order to optimize model.
- Convert the Streamlit interface to a proper web and phone application.
- Incorporate other functions into the application (the following are working ideas):
- Let user input his/her dataset.
- Movie comparison (statistical analysis in order to understand why did better than the other).
- Additionally functionalities will be asked of potential users in order to incorporate.
