Other packages > Find by keyword >

dataPreparation  

Automated Data Preparation
View on CRAN: Click here


Download and install dataPreparation package within the R console
Install from CRAN:
install.packages("dataPreparation")

Install from Github:
library("remotes")
install_github("cran/dataPreparation")

Install by package version:
library("remotes")
install_version("dataPreparation", "1.1.2")



Attach the package and use:
library("dataPreparation")
Maintained by
Emmanuel-Lin Toulemonde
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-07-07
Latest Update: 2025-09-03
Description:
Do most of the painful data preparation for a data science project with a minimum amount of code; Take advantages of 'data.table' efficiency and use some algorithmic trick in order to perform data preparation in a time and RAM efficient way.
How to cite:
Emmanuel-Lin Toulemonde (2017). dataPreparation: Automated Data Preparation. R package version 1.1.2, https://cran.r-project.org/web/packages/dataPreparation. Accessed 27 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:30), 0.1 (2017-07-07 12:14), 0.2 (2017-08-18 10:05), 0.3.2 (2017-10-25 20:59), 0.3.4 (2017-12-20 11:37), 0.3.5 (2018-02-16 16:29), 0.3.6 (2018-05-11 16:35), 0.3.7 (2018-08-20 18:40), 0.3.8 (2018-10-17 17:30), 0.3.9 (2019-01-02 12:20), 0.4.0 (2019-03-25 16:43), 0.4.1 (2019-07-19 15:30), 0.4.2 (2019-11-14 18:00), 0.4.3 (2020-02-12 15:20), 1.0.0 (2020-11-13 12:50), 1.0.1 (2020-12-16 01:00), 1.0.2 (2021-09-20 11:30), 1.0.3 (2021-11-19 21:00), 1.0.4 (2021-12-21 09:30), 1.0.5 (2022-07-15 12:10), 1.1.1 (2023-07-04 15:13)
Other packages that cited dataPreparation R package
View dataPreparation citation profile
Other R packages that dataPreparation depends, imports, suggests or enhances
Complete documentation for dataPreparation
Functions, R codes and Examples using the dataPreparation R package
Some associated functions: adult . aggregate_by_key . as.POSIXct_fast . build_bins . build_date_factor . build_encoding . build_scales . build_target_encoding . compute_probability_ratio . compute_weight_of_evidence . data_preparation_news . date_format_unifier . description . fast_discretization . fast_filter_variables . fast_handle_na . fast_is_equal . fast_round . fast_scale . find_and_transform_dates . find_and_transform_numerics . generate_date_diffs . generate_factor_from_date . generate_from_character . generate_from_factor . get_most_frequent_element . identify_dates . messy_adult . one_hot_encoder . prepare_set . remove_percentile_outlier . remove_rare_categorical . remove_sd_outlier . same_shape . set_as_numeric_matrix . set_col_as_character . set_col_as_date . set_col_as_factor . set_col_as_numeric . shape_set . target_encode . tiny_messy_adult . un_factor . which_are_bijection . which_are_constant . which_are_in_double . which_are_included . 
Some associated R codes: aggregate.R . data_set.R . dates_manipulations.R . description.R . discretization.R . factor_manipulation.R . fast_posixct.R . generate_from_character.R . generate_from_date.R . generate_from_factor.R . generic_functions.R . numeric_manipulations.R . on_load.R . prepare_set.R . row_filtering.R . same_shape.R . scale.R . set_col_as.R . shape_set.R . which_functions.R .  Full dataPreparation package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ROI.plugin.qpoases  
'qpOASES' Plugin for the 'R' Optimization Infrastructure
Enhances the 'R' Optimization Infrastructure ('ROI') package with the quadratic solver 'qpOASES'. M ...
Download / Learn more Package Citations See dependency  
Bodi  
Boosting Diversity in Regression Ensembles
A gradient boosting-based algorithm by incorporating a diversity term to guide the gradient boosting ...
Download / Learn more Package Citations See dependency  
IntervalQuestionStat  
Tools to Deal with Interval-Valued Responses in Questionnaires
A user-friendly toolbox for doing the statistical analysis of interval-valued responses in question ...
Download / Learn more Package Citations See dependency  
BetterReg  
Better Statistics for OLS and Binomial Logistic Regression
Provides squared semi partial correlations, tolerance, Mahalanobis, Likelihood Ratio Chi Square, and ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
robustX  
'eXtra' / 'eXperimental' Functionality for Robust Statistics
Robustness -- 'eXperimental', 'eXtraneous', or 'eXtraordinary' Functionality for Robust Statistics. ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA