/disneyworld-exploratory-analysis

Analyzing Disney World Waiting Times 2012-2019

Primary LanguageJupyter Notebook

Disney World Waiting Times

Contributors

  • Andy Tran
  • David Ing
  • Derek Chu
  • Lauren Wong

In this project we analyzed waiting times at Disney World. Our project is divided into two different IPython notebooks. The first notebook containing our exploratory data analysis, and the second containing our predictions on the data using different machine learning models.

The data is obtained from the official Disney World tour website. It consists of features such as max temperature, and percentage of kids in school in a given day.

Methods

  • Data preprocessing
  • Feature engineering
  • Exploratory Data Analysis
  • Linear Regression
  • Reguralization techniques
  • Random Forest

Poster session