What is Polars? | Documentation and tutorials | Series and DataFrames | Methods and pipelines | Subset | Aggregate and modify | Reshape | Join | Lazy execution | Data import | Execute R functions within a Polars query | Data types

Writing functions using polars expressions | Using purrr | Conclusion

How to install | From R-multiverse (recommended) | From GitHub | Details of installation | Pre-built Rust library binaries | Rust build time options | Features | Profile | Minimum Supported Rust Version (MSRV) | Builds for WASM/Emscripten

Lazy vs eager execution | Order of operations | How does polars help? | Use the streaming engine | Use polars functions

What is Polars? | Documentation and tutorials | Series and DataFrames | Methods and pipelines | Subset | Aggregate and modify | Reshape | Join | Lazy execution | Data import | Execute R functions within a Polars query | Data types

How to install | From R-universe (recommended) | Details of installation | Pre-built Rust library binaries | Rust build time options | Features | Profile | Minimum Supported Rust Version (MSRV)

Lazy vs eager execution | Order of operations | How does polars help? | Use polars functions | Streaming data

Introduction | Getting started | Polars quick exploration guide | Polars expressions | Expressions | Contexts | GroupBy | Folds | Window functions | List context and row wise computations | Custom functions | R examples

Converting data between Polars and R | From R to Polars | From Polars to R | 64-bit integers | The Object data type

Work with DB | Work with R Data Frames

Output formats | Use with {DBI} connections | Without database connections | Engine options | Compiler options | Parameterized PRQL code blocks | Use query strings in R code blocks | Set special info string to output SQL code blocks