/nolly-recommends

A Content-based Recommender System that recommends Nollywood movies

Primary LanguageJupyter Notebook

Nollywood Movies Recommendation System

A Content-based recommendation system that recommends Nollywood movies based on user's preference

Check out the live application: Nolly Recommends

Built with

  • Python
  • Streamlit

Some of the images may not reflect the title of the movie as movie with similar names may get the poster image of more popular or ones available on the TMDB database

Data Collection

Data was extracting from Wikipedia using Pandas web scraping, then data was cleaning and useful features were collected

Model Building

To obtain an API key, Create an account at https://www.themoviedb.org/, then go to the account settings and click on the API tab link to fill out all of the details to apply for an API key. If you are asked for your website's URL, simply enter None because you do not have one.

Run the project

  • Run pip install -r requirements.txt command to install necessary libraries

  • Input your API key in the app.py or Recommender.ipynb

  • Run streamlit run app.py on your terminal