Skip to content
Mentored Advanced Project with Grinnell College to develop a Recommender System for E-Commerce Products
Python Jupyter Notebook
Branch: master
Clone or download

Latest commit

Fetching latest commit…
Cannot retrieve the latest commit at this time.

Files

Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
.idea
.ipynb_checkpoints
documents
notebooks
venv
.gitattributes
.gitignore
README.md

README.md

Top-N-RecSys

Mentored Advanced Project with Grinnell College to develop a Recommender System for E-Commerce Products

Background

Collaborators:

Methodology

Dataset

The project uses the Amazon Dataset courtesy of Julian McAuley from UCSD.

Cleaning

  • (Attempted using PySpark from Apache Spark) Used Python libraries Pandas and Numpy to process the Dataset and create a training set with limited variables (Overall Rating, ReviewID, ProductID).
    • Created a 2D matrix with these three variables.
    • Analysis of data - trends of ratings
  • Incorporate metadata in the analysis (WIP)

Code

License

You can’t perform that action at this time.