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tidyverse
dplyr:A Grammar of Data Manipulation
A fast, consistent tool for working with data frame like objects, both in memory and out of memory.
Maintained by Hadley Wickham. Last updated 26 days ago.
4.8k stars 24.68 score 659k scripts 7.8k dependents
sparklyr
sparklyr:R Interface to Apache Spark
R interface to Apache Spark, a fast and general engine for big data processing, see <https://spark.apache.org/>. This package supports connecting to local and remote Apache Spark clusters, provides a 'dplyr' compatible back-end, and provides an interface to Spark's built-in machine learning algorithms.
Maintained by Edgar Ruiz. Last updated 11 days ago.
apache-sparkdistributeddplyridelivymachine-learningremote-clusterssparksparklyr
959 stars 15.20 score 4.0k scripts 21 dependents
cynkra
dm:Relational Data Models
Provides tools for working with multiple related tables, stored as data frames or in a relational database. Multiple tables (data and metadata) are stored in a compound object, which can then be manipulated with a pipe-friendly syntax.
Maintained by Kirill Müller. Last updated 3 months ago.
data-modeldata-warehousingdatawarehousingdbidbplyrrelational-databases
511 stars 14.81 score 410 scripts 8 dependents
bioc
xcms:LC-MS and GC-MS Data Analysis
Framework for processing and visualization of chromatographically separated and single-spectra mass spectral data. Imports from AIA/ANDI NetCDF, mzXML, mzData and mzML files. Preprocesses data for high-throughput, untargeted analyte profiling.
Maintained by Steffen Neumann. Last updated 15 days ago.
immunooncologymassspectrometrymetabolomicsbioconductorfeature-detectionmass-spectrometrypeak-detectioncpp
196 stars 14.31 score 984 scripts 11 dependents
gergness
srvyr:'dplyr'-Like Syntax for Summary Statistics of Survey Data
Use piping, verbs like 'group_by' and 'summarize', and other 'dplyr' inspired syntactic style when calculating summary statistics on survey data using functions from the 'survey' package.
Maintained by Greg Freedman Ellis. Last updated 2 months ago.
215 stars 13.88 score 1.8k scripts 15 dependents
melff
memisc:Management of Survey Data and Presentation of Analysis Results
An infrastructure for the management of survey data including value labels, definable missing values, recoding of variables, production of code books, and import of (subsets of) 'SPSS' and 'Stata' files is provided. Further, the package allows to produce tables and data frames of arbitrary descriptive statistics and (almost) publication-ready tables of regression model estimates, which can be exported to 'LaTeX' and HTML.
Maintained by Martin Elff. Last updated 24 days ago.
46 stars 12.34 score 1.2k scripts 13 dependents
r-lib
coro:'Coroutines' for R
Provides 'coroutines' for R, a family of functions that can be suspended and resumed later on. This includes 'async' functions (which await) and generators (which yield). 'Async' functions are based on the concurrency framework of the 'promises' package. Generators are based on a dependency free iteration protocol defined in 'coro' and are compatible with iterators from the 'reticulate' package.
Maintained by Lionel Henry. Last updated 1 months ago.
asynccoroutinesgeneratoriteratorpromisesreticulate
167 stars 11.89 score 105 scripts 53 dependents
bcgov
bcdata:Search and Retrieve Data from the BC Data Catalogue
Search, query, and download tabular and 'geospatial' data from the British Columbia Data Catalogue (<https://catalogue.data.gov.bc.ca/>). Search catalogue data records based on keywords, data licence, sector, data format, and B.C. government organization. View metadata directly in R, download many data formats, and query 'geospatial' data available via the B.C. government Web Feature Service ('WFS') using 'dplyr' syntax.
Maintained by Andy Teucher. Last updated 3 days ago.
83 stars 10.36 score 186 scripts 4 dependents
atlasoflivingaustralia
galah:Biodiversity Data from the GBIF Node Network
The Global Biodiversity Information Facility ('GBIF', <https://www.gbif.org>) sources data from an international network of data providers, known as 'nodes'. Several of these nodes - the "living atlases" (<https://living-atlases.gbif.org>) - maintain their own web services using software originally developed by the Atlas of Living Australia ('ALA', <https://www.ala.org.au>). 'galah' enables the R community to directly access data and resources hosted by 'GBIF' and its partner nodes.
Maintained by Martin Westgate. Last updated 2 months ago.
43 stars 9.17 score 275 scripts 1 dependents
mschubert
narray:Subset- And Name-Aware Array Utility Functions
Stacking arrays according to dimension names, subset-aware splitting and mapping of functions, intersecting along arbitrary dimensions, converting to and from data.frames, and many other helper functions.
Maintained by Michael Schubert. Last updated 2 months ago.
27 stars 6.91 score 10 scripts 10 dependents
statisfactions
simpr:Flexible 'Tidyverse'-Friendly Simulations
A general, 'tidyverse'-friendly framework for simulation studies, design analysis, and power analysis. Specify data generation, define varying parameters, generate data, fit models, and tidy model results in a single pipeline, without needing loops or custom functions.
Maintained by Ethan Brown. Last updated 9 months ago.
43 stars 6.89 score 30 scripts
r-cas
caracas:Computer Algebra
Computer algebra via the 'SymPy' library (<https://www.sympy.org/>). This makes it possible to solve equations symbolically, find symbolic integrals, symbolic sums and other important quantities.
Maintained by Mikkel Meyer Andersen. Last updated 28 days ago.
24 stars 6.80 score 87 scripts 1 dependents
justincally
VicmapR:Access Victorian Spatial Data Through Web File Services (WFS)
Easily interfaces R to spatial datasets available through the Victorian Government's WFS (Web Feature Service): <https://opendata.maps.vic.gov.au/geoserver/ows?request=GetCapabilities&service=wfs>, which allows users to read in 'sf' data from these sources. VicmapR uses the lazy querying approach and code developed by Teucher et al. (2021) for the 'bcdata' R package <doi:10.21105/joss.02927>.
Maintained by Justin Cally. Last updated 7 months ago.
17 stars 6.14 score 18 scripts
hypertidy
lazysf:Delayed Read for 'GDAL' Vector Data Sources
Lazy read for drawings. A 'dplyr' back end for data sources supported by 'GDAL' vector drivers, that allows working with local or remote sources as if they are in-memory data frames. Basic features works with any drawing format ('GDAL vector data source') supported by the 'sf' package.
Maintained by Michael Sumner. Last updated 1 years ago.
22 stars 5.04 score 10 scripts
owp-spatial
hfsubsetR:Hydrofabric Subsetter
Subset Hydrofabric Data in R.
Maintained by Mike Johnson. Last updated 1 months ago.
geospatialhydrofabricnextgennoaa-owpsubsetting
7 stars 4.02 score 8 scripts
r-suzuki
dateback:Collect and Install R Packages on a Specified Date with Dependencies
Works as a virtual CRAN snapshot for source packages. It automatically downloads and installs 'tar.gz' files with dependencies, all of which were available on a specific day.
Maintained by Ryota Suzuki. Last updated 11 months ago.
5 stars 3.88 score
halpo
dostats:Compute Statistics Helper Functions
A small package containing helper utilities for creating functions for computing statistics.
Maintained by Andrew Redd. Last updated 3 years ago.
3 stars 3.61 score 27 scripts
spang-lab
FastRet:Retention Time Prediction in Liquid Chromatography
A framework for predicting retention times in liquid chromatography. Users can train custom models for specific chromatography columns, predict retention times using existing models, or adjust existing models to account for altered experimental conditions. The provided functionalities can be accessed either via the R console or via a graphical user interface. Related work: Bonini et al. (2020) <doi:10.1021/acs.analchem.9b05765>.
Maintained by Tobias Schmidt. Last updated 2 months ago.
retentiontimechromotographylc-msdata-sciencelcmsopenjdk
3.48 score 4 scripts
kwb-r
kwb.prep:Markdown-Documented Data Preparation
R Package for Markdown-documented data preparation.
Maintained by Hauke Sonnenberg. Last updated 3 years ago.
2.18 score 1 scripts 1 dependents
the-mad-statter
wubik:Helpful R Functions for Databricks at WashU
This package provides helpful functions for using R on Databricks at WashU.
Maintained by Matthew Schuelke. Last updated 10 months ago.
1.70 score 1 scripts