This repo contains code for automating data pipelines and data engineering tasks. The purpose of this repo is to build automated data pipelines that -
- Query data from REST APIs using
requests
. - Using
json
andpandas
tp clean and transform the raw data. - Storing data into relational databases using
sqlite
andsqlalchemy
. - Update databases on a schedule using
cron
andairflow
.
This repo also contains notes and code from the Real Python SQLite and SQLAlchemy course.
- Iowa Environmental Mesonet
- NASDAQ100 from the St. Louis Federal Reserve (FRED)