tibble - Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the traditional data frame.
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tidy-data
23.09 score 744 stars 10k dependents 65k scripts 1.6M downloads
igraph - Network Analysis and Visualization
Routines for simple graphs and network analysis. It can handle large graphs very well and provides functions for generating random and regular graphs, graph visualization, centrality methods and much more.
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complex-networksgraph-algorithmsgraph-theorymathematicsnetwork-analysisnetwork-graphlibxml2glpkopenblascpp
21.43 score 612 stars 2.1k dependents 39k scripts 636k downloadsDBI - R Database Interface
A database interface definition for communication between R and relational database management systems. All classes in this package are virtual and need to be extended by the various R/DBMS implementations.
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databaseinterface
21.05 score 317 stars 3.2k dependents 29k scripts 717k downloadshere - A Simpler Way to Find Your Files
Constructs paths to your project's files. Declare the relative path of a file within your project with 'i_am()'. Use the 'here()' function as a drop-in replacement for 'file.path()', it will always locate the files relative to your project root.
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project
19.78 score 433 stars 733 dependents 133k scripts 229k downloadsRSQLite - SQLite Interface for R
Embeds the SQLite database engine in R and provides an interface compliant with the DBI package. The source for the SQLite engine and for various extensions is included. System libraries will never be consulted because this package relies on static linking for the plugins it includes; this also ensures a consistent experience across all installations.
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databasesqlite3cpp
19.27 score 336 stars 1.2k dependents 11k scripts 235k downloadspillar - Coloured Formatting for Columns
Provides 'pillar' and 'colonnade' generics designed for formatting columns of data using the full range of colours provided by modern terminals.
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colour
18.40 score 182 stars 11k dependents 349 scripts 1.5M downloads
hms - Pretty Time of Day
Implements an S3 class for storing and formatting time-of-day values, based on the 'difftime' class.
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hmstime
16.96 score 142 stars 3.6k dependents 2.2k scripts 871k downloadsrprojroot - Finding Files in Project Subdirectories
Robust, reliable and flexible paths to files below a project root. The 'root' of a project is defined as a directory that matches a certain criterion, e.g., it contains a certain regular file.
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16.91 score 150 stars 1.6k dependents 1.8k scripts 751k downloadsutf8 - Unicode Text Processing
Process and print 'UTF-8' encoded international text (Unicode). Input, validate, normalize, encode, format, and display.
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16.68 score 112 stars 11k dependents 343 scripts 1.3M downloads
tmap - Thematic Maps
Thematic maps are geographical maps in which spatial data distributions are visualized. This package offers a flexible, layer-based, and easy to use approach to create thematic maps, such as choropleths and bubble maps.
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choropleth-mapsmapsspatialthematic-mapsvisualisation
16.46 score 901 stars 27 dependents 18k scripts 38k downloadsRPostgres - C++ Interface to PostgreSQL
Fully DBI-compliant C++-backed interface to PostgreSQL <https://www.postgresql.org/>, an open-source relational database.
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databasepostgrespostgresqlcpp
15.48 score 337 stars 40 dependents 3.9k scripts 54k downloads
duckdb - DBI Package for the DuckDB Database Management System
The DuckDB project is an embedded analytical data management system with support for the Structured Query Language (SQL). This package includes all of DuckDB and an R Database Interface (DBI) connector.
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databaseduckdbolapcpp
15.30 score 217 stars 110 dependents 3.4k scripts 132k downloads
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.
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data-modeldata-warehousingdatawarehousingdbidbplyrrelational-databases
15.27 score 526 stars 8 dependents 484 scripts 5.6k downloadsblob - A Simple S3 Class for Representing Vectors of Binary Data ('BLOBS')
R's raw vector is useful for storing a single binary object. What if you want to put a vector of them in a data frame? The 'blob' package provides the blob object, a list of raw vectors, suitable for use as a column in data frame.
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database
14.01 score 49 stars 1.5k dependents 186 scripts 566k downloads
shinydashboardPlus - Add More 'AdminLTE2' Components to 'shinydashboard'
Extend 'shinydashboard' with 'AdminLTE2' components. 'AdminLTE2' is a free 'Bootstrap 3' dashboard template available at <https://adminlte.io>. Customize boxes, add timelines and a lot more.
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dashboardhacktoberfest2022shinyshiny-appsshinydashboard
13.76 score 465 stars 32 dependents 1.2k scripts 19k downloads
bs4Dash - A 'Bootstrap 4' Version of 'shinydashboard'
Make 'Bootstrap 4' Shiny dashboards. Use the full power of 'AdminLTE3', a dashboard template built on top of 'Bootstrap 4' <https://github.com/ColorlibHQ/AdminLTE>.
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bootstrap4dashboard-templateshacktoberfest2022shinyshiny-appsshinydashboard
13.50 score 457 stars 18 dependents 1.7k scripts 7.9k downloads
duckplyr - A 'DuckDB'-Backed Version of 'dplyr'
A drop-in replacement for 'dplyr', powered by 'DuckDB' for performance. Offers convenient utilities for working with in-memory and larger-than-memory data while retaining full 'dplyr' compatibility.
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analyticsdataframedplyrduckdbperformance
13.46 score 388 stars 6 dependents 533 scripts 6.5k downloads
graphlayouts - Additional Layout Algorithms for Network Visualizations
Several new layout algorithms to visualize networks are provided which are not part of 'igraph'. Most are based on the concept of stress majorization by Gansner et al. (2004) <doi:10.1007/978-3-540-31843-9_25>. Some more specific algorithms allow the user to emphasize hidden group structures in networks or focus on specific nodes.
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ggraphgraph-algorithmsnetwork-analysisnetwork-visualizationcpp
13.27 score 284 stars 153 dependents 456 scripts 78k downloadsRMariaDB - Database Interface and MariaDB Driver
Implements a DBI-compliant interface to MariaDB (<https://mariadb.org/>) and MySQL (<https://www.mysql.com/>) databases.
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databasemariadbmysqlcpp
12.55 score 137 stars 11 dependents 1.2k scripts 28k downloadsseasonal - R Interface to X-13-ARIMA-SEATS
Easy-to-use interface to X-13-ARIMA-SEATS, the seasonal adjustment software by the US Census Bureau. It offers full access to almost all options and outputs of X-13, including X-11 and SEATS, automatic ARIMA model search, outlier detection and support for user defined holiday variables, such as Chinese New Year or Indian Diwali. A graphical user interface can be used through the 'seasonalview' package. Uses the X-13-binaries from the 'x13binary' package.
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seasonal-adjustmenttime-series
11.26 score 120 stars 5 dependents 1.3k scripts 15k downloads
shinyMobile - Mobile Ready 'shiny' Apps with Standalone Capabilities
Develop outstanding 'shiny' apps for 'iOS' and 'Android' as well as beautiful 'shiny' gadgets. 'shinyMobile' is built on top of the latest 'Framework7' template <https://framework7.io>. Discover 14 new input widgets (sliders, vertical sliders, stepper, grouped action buttons, toggles, picker, smart select, ...), 2 themes (light and dark), 12 new widgets (expandable cards, badges, chips, timelines, gauges, progress bars, ...) combined with the power of server-side notifications such as alerts, modals, toasts, action sheets, sheets (and more) as well as 3 layouts (single, tabs and split).
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androidhacktoberfest2022pwashinyshinyappstemplate
11.00 score 421 stars 2 dependents 942 scripts 577 downloads
flow - View and Browse Code Using Flow Diagrams
Visualize as flow diagrams the logic of functions, expressions or scripts in a static way or when running a call, visualize the dependencies between functions or between modules in a shiny app, and more.
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10.94 score 423 stars 80 scripts 357 downloads
constructive - Display Idiomatic Code to Construct Most R Objects
Prints code that can be used to recreate R objects. In a sense it is similar to 'base::dput()' or 'base::deparse()' but 'constructive' strives to use idiomatic constructors.
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10.54 score 176 stars 3 dependents 28 scripts 5.3k downloadstsbox - Class-Agnostic Time Series
Time series toolkit with identical behavior for all time series classes: 'ts','xts', 'data.frame', 'data.table', 'tibble', 'zoo', 'timeSeries', 'tsibble', 'tis' or 'irts'. Also converts reliably between these classes.
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graphicstime-series
10.36 score 148 stars 5 dependents 577 scripts 2.4k downloadsigraphdata - A Collection of Network Data Sets for the 'igraph' Package
A small collection of various network data sets, to use with the 'igraph' package: the Enron email network, various food webs, interactions in the immunoglobulin protein, the karate club network, Koenigsberg's bridges, visuotactile brain areas of the macaque monkey, UK faculty friendship network, domestic US flights network, etc. Also provides access to the API of <https://networks.skewed.de/>.
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10.19 score 60 stars 3 dependents 755 scripts 11k downloads
netrankr - Analyzing Partial Rankings in Networks
Implements methods for centrality related analyses of networks. While the package includes the possibility to build more than 20 indices, its main focus lies on index-free assessment of centrality via partial rankings obtained by neighborhood-inclusion or positional dominance. These partial rankings can be analyzed with different methods, including probabilistic methods like computing expected node ranks and relative rank probabilities (how likely is it that a node is more central than another?). The methodology is described in depth in the vignettes and in Schoch (2018) <doi:10.1016/j.socnet.2017.12.003>.
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network-analysisnetwork-centralityopenblascppopenmp
10.06 score 49 stars 2 dependents 114 scripts 4.8k downloads
rtoot - Collecting and Analyzing Mastodon Data
An implementation of calls designed to collect and organize Mastodon data via its Application Program Interfaces (API), which can be found at the following URL: <https://docs.joinmastodon.org/>.
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mastodonmastodon-api
9.73 score 110 stars 1 dependents 71 scripts 3.4k downloadsqgisprocess - Use 'QGIS' Processing Algorithms
Provides seamless access to the 'QGIS' (<https://qgis.org>) processing toolbox using the standalone 'qgis_process' command-line utility. Both native and third-party (plugin) processing providers are supported. Beside referring data sources from file, also common objects from 'sf', 'terra' and 'stars' are supported. The native processing algorithms are documented by QGIS.org (2024) <https://docs.qgis.org/latest/en/docs/user_manual/processing_algs/>.
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9.59 score 221 stars 280 scripts 1.2k downloadsblockr.core - Graphical Web-Framework for Data Manipulation and Visualization
A framework for data manipulation and visualization using a web-based point and click user interface where analysis pipelines are decomposed into re-usable and parameterizable blocks.
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data-analysisdata-visualizationframeworkguishinyquarto
9.46 score 15 stars 8 dependents 187 scripts 576 downloadsfledge - Smoother Change Tracking and Versioning for R Packages
Streamlines the process of updating changelogs (NEWS.md) and versioning R packages developed in git repositories.
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changeloggitpackage-creation
8.73 score 192 stars 11 scripts 257 downloadsDBItest - Testing DBI Backends
A helper that tests DBI back ends for conformity to the interface.
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databasetesting
8.44 score 24 stars 11 scripts 13k downloadsmockr - Mocking in R
Provides a means to mock a package function, i.e., temporarily substitute it for testing. Designed as a drop-in replacement for the now deprecated 'testthat::with_mock()' and 'testthat::local_mock()'.
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8.35 score 18 stars 38 scripts 25k downloadsdockViewR - Layout Manager Widget for R and 'shiny' Apps
Provides R bindings to the 'dockview' 'JavaScript' library <https://dockview.dev/>. Create fully customizable grid layouts (docks) in seconds to include in interactive R reports with R Markdown or 'Quarto' or in 'shiny' apps <https://shiny.posit.co/>. In 'shiny' mode, modify docks by dynamically adding, removing or moving panels or groups of panels from the server function. Choose among 8 stunning themes (dark and light), serialise the state of a dock to restore it later.
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layoutpanelsshinyquarto
8.15 score 31 stars 4 dependents 16 scripts 355 downloads
typed - Support Types for Variables, Arguments, and Return Values
A type system for R. It supports setting variable types in a script or the body of a function, so variables can't be assigned illegal values. Moreover it supports setting argument and return types for functions.
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8.08 score 182 stars 17 scripts 232 downloadswrswoR - Weighted Random Sampling without Replacement
A collection of implementations of classical and novel algorithms for weighted sampling without replacement.
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cpp
7.83 score 20 stars 4 dependents 30 scripts 4.8k downloadskimisc - Kirill's Miscellaneous Functions
A collection of useful functions not found anywhere else, mainly for programming: Pretty intervals, generalized lagged differences, checking containment in an interval, and an alternative interface to assign().
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7.72 score 18 stars 2 dependents 83 scripts 4.2k downloadsindiedown - Individual R Markdown Templates
Simplifies the generation of customized R Markdown PDF templates. A template may include an individual logo, typography, geometry or color scheme. The package provides a skeleton with detailed instructions for customizations. The skeleton can be modified by changing defaults in the 'YAML' header, by adding additional 'LaTeX' commands or by applying dynamic adjustments in R. Individual corporate design elements, such as a title page, can be added as R functions that produce 'LaTeX' code.
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rmarkdowntemplate
7.68 score 32 stars 3 scripts 788 downloadsprofile - Read, Manipulate, and Write Profiler Data
Defines a data structure for profiler data, and methods to read and write from the 'Rprof' and 'pprof' file formats.
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7.65 score 11 stars 1 dependents 104 scripts 325 downloadsx13binary - Provide the 'x13ashtml' Seasonal Adjustment Binary
The US Census Bureau provides a seasonal adjustment program now called 'X-13ARIMA-SEATS' building on both earlier programs called X-11 and X-12 as well as the SEATS program by the Bank of Spain. The US Census Bureau offers both source and binary versions -- which this package integrates for use by other R packages.
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7.50 score 11 stars 7 dependents 19 scripts 15k downloads
signnet - Methods to Analyse Signed Networks
Methods for the analysis of signed networks. This includes several measures for structural balance as introduced by Cartwright and Harary (1956) <doi:10.1037/h0046049>, blockmodeling algorithms from Doreian (2008) <doi:10.1016/j.socnet.2008.03.005>, various centrality indices, and projections of signed two-mode networks introduced by Schoch (2020) <doi:10.1080/0022250X.2019.1711376>.
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network-analysissigned-networkssnacpp
7.48 score 23 stars 55 scripts 299 downloadsbindr - Parametrized Active Bindings
Provides a simple interface for creating active bindings where the bound function accepts additional arguments.
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7.36 score 27 stars 1 dependents 24 scripts 6.0k downloadstempdisagg - Methods for Temporal Disaggregation and Interpolation of Time Series
Temporal disaggregation methods are used to disaggregate and interpolate a low frequency time series to a higher frequency series, where either the sum, the mean, the first or the last value of the resulting high frequency series is consistent with the low frequency series. Temporal disaggregation can be performed with or without one or more high frequency indicator series. Contains the methods of Chow-Lin, Santos-Silva-Cardoso, Fernandez, Litterman, Denton and Denton-Cholette, summarized in Sax and Steiner (2013) <doi:10.32614/RJ-2013-028>. Supports most R time series classes.
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time-series
7.30 score 42 stars 1 dependents 129 scripts 2.0k downloadswinch - Portable Native and Joint Stack Traces
Obtain the native stack trace and fuse it with R's stack trace for easier debugging of R packages with native code.
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libunwind
7.18 score 15 stars 23 scripts 1.1k downloads
roxygen2md - 'Roxygen' to 'Markdown'
Converts elements of 'roxygen' documentation to 'markdown'.
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documentationmarkdown
7.05 score 69 stars 2 dependents 15 scripts 338 downloadsbindrcpp - An 'Rcpp' Interface to Active Bindings
Provides an easy way to fill an environment with active bindings that call a C++ function.
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cpp
6.94 score 17 stars 106 scripts 6.4k downloadsargonDash - Argon Shiny Dashboard Template
Create awesome 'Bootstrap 4' dashboards powered by 'Argon'.
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argon-dashboard-templatebootstrap4shinyshiny-apps
6.53 score 143 stars 2 dependents 79 scripts 504 downloads
adaR - A Fast 'WHATWG' Compliant URL Parser
A wrapper for 'ada-url', a 'WHATWG' compliant and fast URL parser written in modern 'C++'. Also contains auxiliary functions such as a public suffix extractor.
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url-parsercpp
6.41 score 26 stars 2 dependents 11 scripts 914 downloadscheetahR - High Performance Tables Using 'Cheetah Grid'
An R interface to 'Cheetah Grid', a high-performance JavaScript table widget. 'cheetahR' allows users to render millions of rows in just a few milliseconds, making it an excellent alternative to other R table widgets. The package wraps the 'Cheetah Grid' JavaScript functions and makes them readily available for R users. The underlying grid implementation is based on 'Cheetah Grid' <https://github.com/future-architect/cheetah-grid>.
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htmlwidgetspeedtablesquarto
6.24 score 39 stars 7 scripts 146 downloadsspDataLarge - Large datasets for spatial analysis
Large datasets for spatial analysis. The data from this package could be retrived using the spData package.
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rastersfspatialspatial-data
6.23 score 31 stars 1 dependents 1.2k scriptsgeocompkg - Geocomputation with R Metapackage
Package supporting the book Geocomputation with R (\url{https://r.geocompx.org}). The packages in the Imports are required to build the first chapter of the book. The packages in Suggests are required for Part II and III.
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geocomputationspatial
5.82 score 22 stars 2 scriptsplogr - The 'plog' C++ Logging Library
A simple header-only logging library for C++. Add 'LinkingTo: plogr' to 'DESCRIPTION', and '#include <plogr.h>' in your C++ modules to use it.
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5.68 score 26 stars 17 scripts 6.7k downloads
snahelper - 'RStudio' Addin for Network Analysis and Visualization
'RStudio' addin which provides a GUI to visualize and analyse networks. After finishing a session, the code to produce the plot is inserted in the current script. Alternatively, the function SNAhelperGadget() can be used directly from the console. Additional addins include the Netreader() for reading network files, Netbuilder() to create small networks via point and click, and the Componentlayouter() to layout networks with many components manually.
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network-analysisrstudio-addin
5.64 score 88 stars 9 scripts 245 downloadstablerDash - 'Tabler' API for 'Shiny'
'R' interface to the 'Tabler' HTML template. See more here <https://tabler.io>. 'tablerDash' is a light 'Bootstrap 4' dashboard template. There are different layouts available such as a one page dashboard or a multi page template, where the navigation menu is contained in the navigation bar.
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bootstrap4shinyshinyappstabler-dashboard-template
5.55 score 88 stars 80 scripts 263 downloadsadbi - 'DBI' Compliant Database Access Using 'ADBC'
In order to make Arrow Database Connectivity ('ADBC' <https://arrow.apache.org/adbc/>) accessible from R, an interface compliant with the 'DBI' package is provided, using driver back-ends that are implemented in the 'adbcdrivermanager' framework. This enables interacting with database systems using the Arrow data format, thereby offering an efficient alternative to 'ODBC' for analytical applications.
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arrowdatabase
5.54 score 21 stars 4 scripts 289 downloadsstruct - Strict modification of objects
What the package does (one paragraph).
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5.53 score 9 stars 3 dependents 83 scriptsMakefileR - Create 'Makefiles' Using R
A user-friendly interface for the construction of 'Makefiles'.
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makefile-generation
5.32 score 33 stars 2 dependents 21 scripts 281 downloadsshinyNextUI - 'HeroUI' 'React' Template for 'shiny' Apps
A set of user interface components to create outstanding 'shiny' apps <https://shiny.posit.co/>, with the power of 'React' 'JavaScript' <https://react.dev/>. Seamlessly support dark and light themes, customize CSS with 'tailwind' <https://tailwindcss.com/>.
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nextuireactshinytailwind
5.22 score 43 stars 77 scripts 193 downloads
procmaps - Portable Address Space Mapping
Portable '/proc/self/maps' as a data frame. Determine which library or other region is mapped to a specific address of a process. -- R packages can contain native code, compiled to shared libraries at build or installation time. When loaded, each shared library occupies a portion of the address space of the main process. When only a machine instruction pointer is available (e.g. from a backtrace during error inspection or profiling), the address space map determines which library this instruction pointer corresponds to.
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system-utilitycpp
4.95 score 3 stars 1 dependents 3 scripts 574 downloadspkg - Package Objects
What if we could encapsulate a package in an R6 object ?
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4.72 score 12 stars 868 scriptsblockr.ui - A 'shiny' powered user interface for 'blockr.core'
Provides a web-based point and click interface for creating data pipelines and visualizations with 'blockr.core'.
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dashboarddata-analysisno-codepipelinesshinyquarto
4.71 score 2 stars 2 dependents 15 scripts
netUtils - A Collection of Tools for Network Analysis
Provides a collection of network analytic (convenience) functions which are missing in other standard packages. This includes triad census with attributes <doi:10.1016/j.socnet.2019.04.003>, core-periphery models <doi:10.1016/S0378-8733(99)00019-2>, and several graph generators. Most functions are build upon 'igraph'.
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network-analysiscpp
4.64 score 15 stars 29 scripts 589 downloadscharpente - Seamlessly design robust 'shiny' extensions
'charpente' eases the creation of 'shiny' extensions like 'shinydashboard', 'bs4Dash', 'shinyMobile'. It provides helpers to quickly set up a relevant package structure, import all external web dependencies (JavaScript, CSS) as well as initialize input/output bindings and custom handlers boilerplates. 'charpente' offers tools to convert HTML code into R to dramatically speed up the development of the template components as well as an high level interface to 'htmltools'. 'charpente' is a chatty package relying on the same principle as 'usethis' and more recently 'golem', that is make ('shiny') developer's life much easier.
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cssdevelopmentesbuildhtmljavascriptshiny
4.50 score 52 stars 41 scriptsask - ask R anything
Interface to do useful things in R with LLMs.
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4.46 score 83 stars 35 scripts
dataseries - Switzerland's Data Series in One Place
Download and import open Swiss economic time series from 'dataseries.org' <https://dataseries.org>, a comprehensive and up-to-date collection of public data from Switzerland. Series are retrieved through the public 'dataseries.org' API and imported as a 'data.frame' or 'ts' object.
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time-series
4.10 score 9 stars 28 scripts 260 downloadsdd - Functions Provided by DuckDB
Lists DuckDB functions for integration in R's help system.
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3.95 score 12 stars 9 scriptsscoutbaR - A Spotlight 'React' Widget for 'shiny' Apps
Creates a contextual menu that can be triggered with keyboard shortcuts or programmatically. This can replace traditional sidebars or navigation bars, thereby enhancing the user experience with lighter user interfaces.
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reactscoutbarshiny
3.92 score 28 stars 1 dependents 7 scripts 211 downloads
timeless - Fast General Purpose Date/Time Converter
Fast general purpose date/time converter using 'Rust'. The package implements date time, date and epoch time parser for heterogeneous vectors of dates.
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datetimerustcargo
3.82 score 22 stars 8 scripts 19 downloadsrefactor - Tools for Refactoring Code
Tools for refactoring code.
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3.70 score 59 stars 17 scriptsshiny386 - Old School 'Bootstrap 4' Template for Shiny
This template is made for people having nostalgic feelings about floppy disks and other lovely stuff from that time. It is built on top of the Bootstrap 386 template <https://github.com/kristopolous/BOOTSTRA.386>. Less distraction for more productivity!
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bootstrap4oldschoolshinytemplate
3.56 score 15 stars 48 scripts
tv - Tibble View: Graphical Display For Data Frame Output
Overrides the print method for data frames and tibbles to provide a graphical output for rectangular data.
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3.49 score 17 stars 12 scripts 202 downloadsshinyHeatmap - Usage Heatmap for Shiny apps
Have you ever wondered how people are enjoying your Shiny app? This package leverages 'heatmap.js' to provide heatmap of usage. You can seamlessly know where users clicked and how many times. This is useful for regression testing.
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heatmapshiny-appsusage-data
3.29 score 23 stars 17 scriptsdevtag - Restrict Help Files to Development
Restrict Help Files to Development
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3.20 score 32 stars 1 scriptsconnectViz - Visualize Your 'RStudio Connect' Server Usage Data
A collection of helper functions and 'htmlwidgets' to help admins or user better understand how 'RStudio Connect' is used in their organization. The package provides plug and play visualizations that can be customized depending on needs.
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echarts4rstudioservershiny
3.08 score 12 stars 7 scripts