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whisker - {{mustache}} for R, logicless templating

Implements 'Mustache' logicless templating.

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mustache-templates

13.20 score 225 stars 588 dependents 474 scripts 211k downloads

docopt - Command-Line Interface Specification Language

Define a command-line interface by just giving it a description in the specific format.

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11.71 score 216 stars 15 dependents 3.8k scripts 11k downloads

docopt - Command-Line Interface Specification Language

Define a command-line interface by just giving it a description in the specific format.

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11.41 score 216 stars 15 dependents 2.0k scripts 11k downloads

ciTools - Confidence or Prediction Intervals, Quantiles, and Probabilities for Statistical Models

Functions to append confidence intervals, prediction intervals, and other quantities of interest to data frames. All appended quantities are for the response variable, after conditioning on the model and covariates. This package has a data frame first syntax that allows for easy piping. Currently supported models include (log-) linear, (log-) linear mixed, generalized linear models, generalized linear mixed models, and accelerated failure time models.

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7.32 score 4 dependents 173 scripts 749 downloads

cbsodataR - Statistics Netherlands (CBS) Open Data API Client

The data and meta data from Statistics Netherlands (<https://www.cbs.nl>) can be browsed and downloaded. The client uses the open data API of Statistics Netherlands.

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cbscensus-dataofficialstatisticsopendatastatistics-netherlands

7.26 score 37 stars 217 scripts 1.1k downloads

daff - Diff, Patch and Merge for Data.frames

Diff, patch and merge for data frames. Document changes in data sets and use them to apply patches. Changes to data can be made visible by using render_diff(). The 'V8' package is used to wrap the 'daff.js' 'JavaScript' library which is included in the package.

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daffdatadiff

7.19 score 159 stars 139 scripts 3.5k downloads

editrules - Parsing, Applying, and Manipulating Data Cleaning Rules

Please note: active development has moved to packages 'validate' and 'errorlocate'. Facilitates reading and manipulating (multivariate) data restrictions (edit rules) on numerical and categorical data. Rules can be defined with common R syntax and parsed to an internal (matrix-like format). Rules can be manipulated with variable elimination and value substitution methods, allowing for feasibility checks and more. Data can be tested against the rules and erroneous fields can be found based on Fellegi and Holt's generalized principle. Rules dependencies can be visualized with using the 'igraph' package.

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7.10 score 22 stars 1 dependents 191 scripts 616 downloads

errorlocate - Locate Errors with Validation Rules

Errors in data can be located and removed using validation rules from package 'validate'. See also Van der Loo and De Jonge (2018) <doi:10.1002/9781118897126>, chapter 7.

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data-cleaningerrorsinvalidation

6.86 score 22 stars 82 scripts 539 downloads

errorlocate - Locate Errors with Validation Rules

Errors in data can be located and removed using validation rules from package 'validate'. See also Van der Loo and De Jonge (2018) <doi:10.1002/9781118897126>, chapter 7.

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data-cleaningerrorsinvalidation

6.86 score 22 stars 82 scripts 539 downloads

chunked - Chunkwise Text-File Processing for 'dplyr'

Data stored in text file can be processed chunkwise using 'dplyr' commands. These are recorded and executed per data chunk, so large files can be processed with limited memory using the 'LaF' package.

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chunkdatabasedplyr

5.92 score 167 stars 25 scripts 380 downloads

validatetools - Checking and Simplifying Validation Rule Sets

Rule sets with validation rules may contain redundancies or contradictions. Functions for finding redundancies and problematic rules are provided, given a set a rules formulated with 'validate'.

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data-cleaningrulesvalidation

5.29 score 16 stars 49 scripts 338 downloads

validatetools - Checking and Simplifying Validation Rule Sets

Rule sets with validation rules may contain redundancies or contradictions. Functions for finding redundancies and problematic rules are provided, given a set a rules formulated with 'validate'.

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data-cleaningrulesvalidation

5.29 score 16 stars 49 scripts 278 downloads

sdcSpatial - Statistical Disclosure Control for Spatial Data

Privacy protected raster maps can be created from spatial point data. Protection methods include smoothing of dichotomous variables by de Jonge and de Wolf (2016) <doi:10.1007/978-3-319-45381-1_9>, continuous variables by de Wolf and de Jonge (2018) <doi:10.1007/978-3-319-99771-1_23>, suppressing revealing values and a generalization of the quad tree method by Suñé, Rovira, Ibáñez and Farré (2017) <doi:10.2901/EUROSTAT.C2017.001>.

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5.18 score 9 stars 34 scripts 269 downloads

nlgeocoder - Geocoding for the Netherlands

R interface to the open location server API of 'Publieke Diensten Op de Kaart' (<http://www.pdok.nl>). It offers geocoding, address suggestions and lookup of geographical objects. Included is an utility function for displaying leaflet tiles restricted to the Netherlands.

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4.75 score 2 stars 14 scripts 247 downloads

nlgeocoder - Geocoding for the Netherlands

R interface to the open location server API of 'Publieke Diensten Op de Kaart' (<http://www.pdok.nl>). It offers geocoding, address suggestions and lookup of geographical objects. Included is an utility function for displaying leaflet tiles restricted to the Netherlands.

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4.75 score 2 stars 14 scripts 208 downloads

validatesuggest - Generate Suggestions for Validation Rules

Generate suggestions for validation rules from a reference data set, which can be used as a starting point for domain specific rules to be checked with package 'validate'.

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data-cleaningvalidation

4.40 score 5 stars 6 scripts 123 downloads

scrollytell - Scrollytelling for RMarkdown and Shiny

Uses the scrollama library to provide scrolly telling functionality for R.

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3.79 score 47 stars 26 scripts

validatesuggest - Generate Suggestions for Validation Rules

Generate suggestions for validation rules from a reference data set, which can be used as a starting point for domain specific rules to be checked with package 'validate'.

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data-cleaningvalidation

3.40 score 5 stars 6 scripts 173 downloads

cbsodata4 - Statistics Netherlands (CBS) Open Data API Client v4

The data and meta data from Statistics Netherlands (<https://www.cbs.nl>) can be browsed and downloaded. The client uses the OData v4 API of Statistics Netherlands.

Last updated

3.30 score 4 stars 4 scripts

validatedb - Validate Data in a Database using 'validate'

Check whether records in a database table are valid using validation rules in R syntax specified with R package 'validate'. R validation checks are automatically translated to SQL using 'dbplyr'.

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databasedatacleaningvalidation

3.22 score 33 stars 6 scripts 8 downloads

xmlwriter - Fast and Elegant XML Generation

Provides a fast and elegant interface for generating XML fragments and documents. It can be used in companion with R packages 'XML' or 'xml2' to generate XML documents. The fast XML generation is implemented using the 'Rcpp' package.

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cpp

3.18 score 3 stars 9 scripts 264 downloads

qbinplots - Quantile Binned Plots

Create quantile binned and conditional plots for Exploratory Data Analysis. The package provides several plotting functions that are all based on quantile binning. The plots are created with 'ggplot2' and 'patchwork' and can be further adjusted.

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ggplot2quantiles

3.00 score 2 stars 2 scripts 171 downloads

dcmodifydb - Modifying Rules on a DataBase

Apply modification rules from R package 'dcmodify' to the database, prescribing and documenting deterministic data cleaning steps on records in a database. The rules are translated into SQL statements using R package 'dbplyr'.

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correctiondata-cleaningdatabase

2.63 score 5 stars 17 scripts 14 downloads

sdmxdata - Open Data SDMX API Client

The data and meta data from various statistical agencies such as OECD and Statistics Netherlands can be browsed and downloaded. The client uses the open data SDMX API of Statistics Netherlands.

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2.00 score 2 stars 7 scripts

dcmodifydt - Modification Rules on 'data.table'

Apply 'dcmodify' rules on a 'data.table', code generated is optimized for changing a data.table in place / by reference.

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2.18 score 3 stars 5 scripts