Downloadkrangl is a {K}otlin library for data w{rangl}ing. Implementing a grammar of data manipulation using a modern functional-style API, allows filtering, transforming, aggregating, and reshaping tabular data. krangl is heavily inspired by the amazing dplyr for R. krangl is written in Kotlin, excels in Kotlin, but emphasizes as well on good java-interop. It is mimicking the API of dplyr, while carefully adding more typed constructs where possible.
Features
- Filter, transform, aggregate and reshape tabular data
- Modern, user-friendly and easy-to-learn data-science API
- Reads from plain and compressed tsv, csv, json, or any delimited format with or without header from local or remote
- Supports grouped operations
- Tables can contain atomic columns (int, double, boolean) as well as object columns
- Reshape tables from wide to long and back
- Descriptive statistics (mean, min, max, median, ...)
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MIT LicenseFollow krangl
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