Discover @basketballrelativity Open Source projects

Patrick McFarlane (@basketballrelativity)

basketballrelativity

Stars
189
Global Rank 128,820 (Top 5 %)
Followers 61
Following 6
Registered almost 8 years ago
Most used languages

Jupyter Notebook
80.0 %

Python
8.0 %

HTML
8.0 %

R
4.0 %
Location 🇺🇸 United States
Country Total Rank 31,435
Country Ranking

Jupyter Notebook
1,898

R
6,272

Python
8,619

py_ball

Python API for stats.nba.com with a focus on NBA and WNBA applications

basketball_data_science

Working through Basketball Data Science

Jupyter Notebook

shot_probability

Building a shot probability model from NBA shot chart data

Jupyter Notebook

location_data

Generating shot, foul, and assist charts

Jupyter Notebook

challenges

Exploratory data analysis of the new NBA challenge rule

Jupyter Notebook

draft_combine

NBA Draft Combine Analysis

Jupyter Notebook

synergy

NBA Synergy data exploration

Jupyter Notebook

scoreboard

Using Jupyter to build a dashboard displaying a basketball scoreboard

Jupyter Notebook

l2m

NBA Last Two Minute Report exploration

Jupyter Notebook

ETM

Basketball Metric Development

nba_lottery

Tool to simulate the NBA lottery as teams are revealed

Jupyter Notebook

assist_networks

Visualizing team assists as a network of player nodes

Jupyter Notebook

franchise_history

WNBA and NBA franchise history visualization

Jupyter Notebook

personal

Personal website

video

Accessing play-by-play video

defense

Visualizing and quantifying defensive impact

Jupyter Notebook

team_travel

Visualizing and quantifying NBA team travel

Jupyter Notebook

basketballrelativity.github.io

team_additions

Visualizing team and player statistics in the context of transactions

Jupyter Notebook

playing_time_viz

Visualizing playing time throughout WNBA and NBA games

salaries

Exploratory Analysis of NBA Salary Data

Jupyter Notebook

rebounding

Visualizing and quantifying rebounding

wnba_lottery

Tool to provide updated odds by team for the WNBA lottery as teams are revealed

Jupyter Notebook

win_probability

Developing NBA and WNBA in-game win probability models

Jupyter Notebook

nba_lottery_site

Site to host live NBA Draft Lottery Odds

approach

Modeling expected strokes as a function of distance from the hole and lie type

Jupyter Notebook

nyc_bb

Visualization of New York City Public Basketball Courts

Jupyter Notebook

bball-analytics

Jupyter Notebook