The Project is based upon the national sport of Canada: Ice hockey! We use both the aggregate and the play-by-play data captured by NHL API.
This third milestone allows us to integrate our models to work with live data and make predictions for games results.
The first milestone focuses on the first two stages of the project i.e.
- Extracting and cleaning the raw data fetched using the NHL API.
- Analyzing this data over the seasons, using visualizations and interactive tools.
- ift6758-project-template-main/ift6758/data/: Contains the modules for the questions 1, 2 and 4 i.e. to retreive, download and tidy the raw data from the NHL API.
- ift6758-project-template-main/ift6758/visualizations/: Contains the module for question 6 that deals with the advanced visualizations using plotly.
- ift6758-project-template-main/notebooks/: Contains the notebooks for individual questions from 1 to 6, which in turn make use of the modules written above.
Note: This section assumes that one is running the codebase from the repository folder. Instructions required for any due installations can be found here.
- ift6758-blog-template-main/_posts/: Contains the project's static webpage markdown file
- ift6758-blog-template-main/figures/: Contains all the plots generated and included in the blog post
- ift6758-blog-template-main/_includes/: Contains the plotly visualization generated as an HTML file
This blog post is currently served locally, So, the instructions for the same are included here.
All the links to the articles or posts referred in order to answer a questions have been added in-line with the content and the python notebooks.