pointblank - Data Validation and Organization of Metadata for Local and Remote Tables

Validate data in data frames, 'tibble' objects, 'Spark' 'DataFrames', and database tables. Validation pipelines can be made using easily-readable, consecutive validation steps. Upon execution of the validation plan, several reporting options are available. User-defined thresholds for failure rates allow for the determination of appropriate reporting actions. Many other workflows are available including an information management workflow, where the aim is to record, collect, and generate useful information on data tables.

Last updated 2 months ago

data-assertionsdata-checkerdata-dictionariesdata-framesdata-inferencedata-managementdata-profilerdata-qualitydata-validationdata-verificationdatabase-tableseasy-to-understandreporting-toolschema-validationtesting-toolsyaml-configuration

10.53 score 905 stars 314 scripts 9.4k downloads

openalexR - Getting Bibliographic Records from 'OpenAlex' Database Using 'DSL' API

A set of tools to extract bibliographic content from 'OpenAlex' database using API <https://docs.openalex.org>.

Last updated 25 days ago

bibliographic-databibliographic-databasebibliometricsbibliometrixscience-mapping

10.12 score 105 stars 5 dependents 186 scripts 8.1k downloads

jlmerclusterperm - Cluster-Based Permutation Analysis for Densely Sampled Time Data

An implementation of fast cluster-based permutation analysis (CPA) for densely-sampled time data developed in Maris & Oostenveld, 2007 <doi:10.1016/j.jneumeth.2007.03.024>. Supports (generalized, mixed-effects) regression models for the calculation of timewise statistics. Provides both a wholesale and a piecemeal interface to the CPA procedure with an emphasis on interpretability and diagnostics. Integrates 'Julia' libraries 'MixedModels.jl' and 'GLM.jl' for performance improvements, with additional functionalities for interfacing with 'Julia' from 'R' powered by the 'JuliaConnectoR' package.

Last updated 2 months ago

cluster-based-permutation-testeegeyetrackingmixed-effects-modelstimeseries

6.04 score 12 stars 14 scripts 672 downloads

ggtrace - Programmatically explore, debug, and manipulate ggplot internals

Programmatically explore, debug, and manipulate ggplot internals. Package ggtrace offers a low-level interface that extends base R capabilities of trace, as well as a family of workflow functions that make interactions with ggplot internals more accessible.

Last updated 3 months ago

debuggingggplot2metaprogramming

5.97 score 54 stars 38 scripts 222 downloads

JuliaFormulae - Translate R Regression Model Formulae to 'Julia' Syntax

Metaprogramming utilities for converting R regression model formulae to equivalents in 'Julia' <doi:10.1137/141000671>, via modifications to the abstract syntax tree. Supports translations in zero correlation random effects syntax, protection of expressions to be evaluated as-is, interaction terms, and more. Accepts strings or R formula objects and returns modified R formula objects where possible (or a modified string, if not a valid formula in R).

Last updated 7 months ago

4.08 score 2 dependents 3 scripts 177 downloads

jlme - Regression Modelling with 'GLM.jl' and 'MixedModels.jl' in 'Julia'

Bindings to 'Julia' packages 'GLM.jl' <doi:10.5281/zenodo.3376013> and 'MixedModels.jl' <doi:10.5281/zenodo.12575371>, powered by 'JuliaConnectoR'. Fits (generalized) linear (mixed-effects) regression models in 'Julia' using familiar model fitting syntax from R. Offers 'broom'-style data frame summary functionalities for 'Julia' regression models.

Last updated 21 days ago

3.93 score 1 stars 6 scripts 507 downloads

ggcolormeter - Colormeter Guide Extension

A 'ggplot2' guide extension for fill and color scales in the style of a dashboard meter. The dashboard legend maps onto continuous aesthetics and can be customized for its dimensions and the style of its various components including the labels and frames. Fine-grained control over the positioning of dashboard components is possible via an option to expose the legend-internal coordinate system.

Last updated 4 months ago

ggplot2

3.28 score 19 stars 2 scripts