whisker - {{mustache}} for R, logicless templating
Implements 'Mustache' logicless templating.
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mustache-templates
12.88 score 224 stars 586 dependents 238 scripts 201k downloadsdocopt - Command-Line Interface Specification Language
Define a command-line interface by just giving it a description in the specific format.
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11.39 score 216 stars 15 dependents 2.0k scripts 10k downloadsdocopt - Command-Line Interface Specification Language
Define a command-line interface by just giving it a description in the specific format.
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11.33 score 216 stars 15 dependents 1.6k scripts 11k downloadsciTools - 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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7.31 score 4 dependents 170 scripts 733 downloadscbsodataR - 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
7.23 score 37 stars 222 scripts 1.0k downloadsdaff - 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 159 stars 150 scripts 3.4k downloadserrorlocate - 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
6.82 score 22 stars 75 scripts 391 downloadserrorlocate - 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
6.82 score 22 stars 75 scripts 391 downloadschunked - 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 322 downloadsvalidatetools - 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
5.27 score 16 stars 47 scripts 275 downloadsvalidatetools - 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
5.26 score 16 stars 46 scripts 289 downloadssdcSpatial - 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 244 downloadsnlgeocoder - 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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4.68 score 2 stars 12 scripts 154 downloadsnlgeocoder - 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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4.68 score 2 stars 12 scripts 103 downloadsvalidatesuggest - 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 5 scripts 204 downloadsscrollytell - Scrollytelling for RMarkdown and Shiny
Uses the scrollama library to provide scrolly telling functionality for R.
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3.80 score 48 stars 26 scriptsvalidatesuggest - 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 5 scripts 185 downloadsvalidatedb - 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 6 downloadsxmlwriter - 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 131 downloadsqbinplots - 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 170 downloadsdcmodifydb - 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
2.54 score 5 stars 14 scripts 8 downloads