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Hotel-Booking-Demand-Visualization

This repo contains the source code for the hotel booking demand visualization dashboard, as the course project for CS571 at UMass Amherst.

Usage

To see the visualization dashboard, do the following:

  1. download and unzip the repository
  2. go to /dashboard/frontend/index.html and open the html file

Notes on screen resolution

Due to the time constraint the website design is not completely responsive.

In our test environment, the visualization layout behaves as expected in the range of (1130 x 625) to (1200 x 625) screen resolution. In other words, the height/width ratio needs to be ideally in the range of 1.8 - 1.9

File structure

The visualizations are contained under the /dashboard directory

  • /scripts contains the python scripts used to preprocess/transform the dataset in order to prepare for the visualization
  • /data folder contains the raw dataset as well as subsets of the raw data used for each visualization.
  • /frontend contains all the html/css/js files that we need in order for the website to render.

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Course project for CS571

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  • Jupyter Notebook 94.1%
  • HTML 4.4%
  • JavaScript 1.5%