https://entropy-garden.net/tags/data-quality/ Recent content in Data Quality on Entropy Garden Hugo en Thu, 03 Sep 2026 00:00:00 +0000 https://entropy-garden.net/posts/building-pipeline/ Thu, 03 Sep 2026 00:00:00 +0000 https://entropy-garden.net/posts/building-pipeline/ Building a simple data pipeline with dbt and DuckDB and integrating Great Expectations for data quality validation. https://entropy-garden.net/posts/automating-data-quality-gx/ Thu, 30 Jul 2026 00:00:00 +0000 https://entropy-garden.net/posts/automating-data-quality-gx/ Automating business rule validation for an aviation dataset using Great Expectations. https://entropy-garden.net/reports/great-expectations-airports/ Mon, 27 Jul 2026 15:00:00 +0300 https://entropy-garden.net/reports/great-expectations-airports/ A practical implementation of automated data quality validation using Great Expectations. The project demonstrates how to translate business rules into reusable expectations, execute data quality checks, generate Data Docs, and prepare the validation workflow for integration into production data pipelines. https://entropy-garden.net/posts/data-quality-assesment/ Wed, 22 Jul 2026 15:00:00 +0300 https://entropy-garden.net/posts/data-quality-assesment/ A data quality assessment of the OurAirports dataset following DAMA-DMBOK principles. https://entropy-garden.net/reports/airports-database/ Wed, 22 Jul 2026 15:00:00 +0300 https://entropy-garden.net/reports/airports-database/ A comprehensive data quality assessment of the OurAirports dataset for Argentina using the DAMA-DMBOK framework. The project evaluates completeness, uniqueness, consistency, validity, and accuracy through business rules, spatial analysis, and external reference datasets.