mongolite
A high-performance MongoDB client for R, built on libmongoc and jsonlite, supporting aggregation, indexing, and streaming.
What is mongolite?
Mongolite is an R package that serves as a high-performance client for MongoDB databases. It allows R users to interact with MongoDB using native R syntax, supporting operations like data insertion, querying, aggregation, and map-reduce. The package solves the problem of integrating MongoDB's flexible document storage with R's data analysis capabilities, enabling efficient data workflows.
R developers and data scientists who need to work with MongoDB databases for data storage, retrieval, and analysis within their R projects.
Developers choose Mongolite for its speed, simplicity, and comprehensive feature set, offering a seamless and performant alternative to other MongoDB clients in R without sacrificing functionality.
Overview
Fast and Simple MongoDB Client for R
Use Cases
Best For
- Performing complex data aggregations on MongoDB datasets directly in R
- Streaming large JSON or BSON datasets into R for analysis
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