themikep82 / pitch_data_practice

some excercises loading pitch and pbp data into postgresql

pitch_data

some excercises loading pitch and pbp data into postgresql

./sql/schema_init.sql

This file will flush all data and prepare schema and tables for a fresh data load

./python/data_load.py

Pulls data from API endpoints and populates data into the database (run schema_init.sql first)

./sql/pbp_transforms.sql

Performs all transforms on play-by-play data so it is ready to be used for analytics

./sql/pitches_transforms.sql

Performs all transforms on pitch data so it is ready to be used for analytics

./sql/tracking_transforms.sql

Performs all transforms on tracking data so it is ready to be used for analytics

./sql/reporting.sql

Queries transformed data from core_data schema to do some useful analytics queries and stores them in reporting schema.