This is an ETL application on AWS with general open sales and customer data that you can find here: https://github.com/camposvinicius/data/blob/main/AdventureWorks.zip, it's a zipped file with some .csvs inside that we will apply transformations.

Apache Spark TPC-DS benchmark setup with EMR launch setup