Data Mining M.Sc. Course Project

Dataset: "Amazon Customer Reviews".

More can be found here

Contributors

Nick Nikitas

Dimitris Zografakis

Filippos Markolefas

Notebook Structure

~/Data_Mining_Project.ipynb
│
└──Main functions to download dataset
│
└──Reviews, Text Mining
│
└──Feature Extraction
│
└──Exploratory Data Analysis
   | General info
   | PLots and statistics
│
└──Machine Learning - Sentiment Analysis
   | Preprocessing
   | Algorithms
│
└──Itemsets

Libraries Used

pandas, numpy, matplotlib, seaborn, mlxtend, nltk, sklearn, keras

Licence

Copyright © 2020 Nick Nikitas, Dimitris Zografakis, Filippos Markolefas