• Data Engineering Project - Personal Finances with Airflow, Docker, Great Expectations and Metabase December 6, 2022
  • TLDR: A dockerised Airflow repository to automate API calls to your bank account (only Monzo currently supported) to store transactions in a Postgres database, check data quality with Great Expectations and visualise your data on Metabase. DAGs to pull transactions and store to a database, move money between Monzo Pots for automated budgetting and to create custom push notifications to your Monzo app. About Finding data to use in a project can be difficult and with all the tools to choose from it can become overwhelming.

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