This repository contains a single notebook, notebook.ipynb, which analyzes the ability of three machine learning algoithms -- Multinomial Naive Bayes, Logistic Regression, and Support Vector Machine -- to determine whether customer reviews of the Disneyland amusement park in California are positive or negative.
- python 3.8.15
- pandas 1.5.2
- numpy 1.24.0
- sklearn 1.2.0
- matplotlib 3.6.2
- matplotlib_venn 0.11.9
- seaborn 0.12.1
- scipy 1.9.3
- joblib 1.1.1
- re 2.2.1
- nltk 3.7
- The dataset used in this analysis was posted to Kaggle by Arush Chillar and can be found on Kaggle under a CC0 Public Domain license: https://www.kaggle.com/datasets/arushchillar/disneyland-reviews. (Last accessed on 20 November 2023).