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One of the key strengths of dtsmartr is code
reproducibility. Every filter, sort, and column selection you configure
in the UI is tracked and converted to equivalent programming
instructions in real-time.
Once you have filtered or sorted your data: - Click the 📊 Query Code button in the top-right toolbar. - A modal opens showing the exact code required to recreate your current grid state.
The modal generates code in 5 different formats: -
dplyr: Clean Tidyverse syntax
(filter(), arrange(), select()).
- Base R: Zero-dependency base R indexing code
(df[rows, cols, drop=FALSE]). - SQL:
Standard SQL code (SELECT ... WHERE ... ORDER BY). -
Arrow: High-performance multi-threaded Arrow query
instructions. - DuckDB: Fast in-memory analytical SQL
dialect.
Click the Copy button next to any code block to copy it to your clipboard. Paste it directly into your R scripts to reproduce the exact dataset subset.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.