Introducing SparkR

R is a language and environment for statistical computing and visualization. It is one of the most popular tools used by statisticians and data scientists. R is open source and provides a dynamic interactive environment with a rich set of packages and powerful visualization features. It is an interpreted language that includes extensive support for numerical computing, with data types for vectors, matrices, arrays, and libraries for performing numerical operations.

R provides support for structured data processing using DataFrames. R DataFrames make data manipulation simpler and more convenient. However, R's dynamic design limits the extent of possible optimizations. Additionally, interactive data analysis capabilities and overall scalability are also limited, as the R runtime is single threaded and can only process Datasets that fit in a single machine's memory.

Note

For more details on R, refer to the R project website at https://www.r-project.org/about.html.

SparkR addresses...