owl_tutorials

Tutorials on acquiring and working with Overwatch League Data

To Run

1. install Anaconda: https://www.anaconda.com/distribution/
2. navigate to directory of project
3. conda env create

Auto Download data from StatsLab

Downloading the League Schedule

Exploring The Data

Investigating Why Erster Isn't Playing

Calculating Historical Elo

Exploring how Hitscan Falloff Changes Impact Pharmacy

Regularized Map Score Added - An Attempt at Building a Predictive All In One Metric for OWL Teams

Calculating Strength of Schedule for the 2021 OWL Season

Overwatch League Stats for the 2021 OWL Season

Thought Experiment - MMR distribution

Balancing Strength of Schedule for the 2023 OWL Season

Balancing Strength of Schedule for the 2023 OWL Season Pt. 2 - Comparing Solutions