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Fedora Magazine

DuckDB enables in-situ processing of large datasets stored in S3 without loading them into memory, solving scalability constraints for data analysis. RStudio provides a unified IDE for hybrid R and Python workflows, eliminating environment switching. The article demonstrates building an ELT pipeline using DuckDB, RStudio, and Parquet files for analyzing Fedora community data. The shift from ETL to ELT patterns allows raw data ingestion into data lakes with transformation happening in-place. Installation instructions for RStudio Desktop on Fedora Linux are provided, along with setup for Python integration via reticulate and essential packages for data manipulation and visualization.

Creating Data Analysis Pipelines using DuckDB and RStudio

Why data analysts must engage with ELT 5 /ETL 6

RStudio: The Unified IDE for Hybrid R and Python workflows

RStudio Desktop: Installation Instructions 7 for Fedora Linux