Pandas on Entropy Garden https://entropy-garden.net/tags/pandas/ Recent content in Pandas on Entropy Garden Hugo en Mon, 27 Jul 2026 15:00:00 +0300 Implementing Automated Data Quality Controls 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. Data Quality Assessment of an Argentine Airport Dataset 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.