Skip to content

mikelaidata/spark-nba-analytics

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

22 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Using Spark To Analyze the NBA and the 3-point Shot

A tutorial on getting started with Spark 2.1 utilizing PySpark, Spark DataFrames, Spark SQL, ML Pipelines, and more.

The code and walk-through are contained in nba_spark.ipynb.

Example visualizations

Linear regression plot:

Querying and analyzing geospatial shot chart data:

Points per shot plot:

About

Analyzing NBA data using Spark 2.1

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • HTML 66.7%
  • Jupyter Notebook 32.9%
  • Python 0.4%