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

Implements 'Mustache' logicless templating.

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mustache-templates

13.08 score 227 stars 592 dependents 487 scripts 154k 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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11.69 score 217 stars 15 dependents 4.1k scripts 9.7k downloads

docopt - Command-Line Interface Specification Language

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

Last updated

11.68 score 216 stars 15 dependents 4.1k scripts 9.7k 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

7.22 score 160 stars 135 scripts 3.8k 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

7.16 score 37 stars 194 scripts 922 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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7.05 score 4 dependents 187 scripts 839 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

6.85 score 22 stars 81 scripts 543 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

6.85 score 22 stars 81 scripts 524 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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6.75 score 21 stars 1 dependents 178 scripts 765 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

5.61 score 168 stars 24 scripts 456 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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5.17 score 9 stars 33 scripts 354 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 191 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.

Last updated

4.60 score 2 stars 187 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

4.59 score 16 stars 49 scripts 321 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

4.59 score 16 stars 49 scripts 342 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 304 downloads

scrollytell - Scrollytelling for RMarkdown and Shiny

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

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3.80 score 47 stars 27 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 262 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 4 scripts 23 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 231 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 230 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 41 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 9 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