dlookr

Tools for Data Diagnosis, Exploration, Transformation

A collection of tools that support data diagnosis, exploration, and transformation. Data diagnostics provides information and visualization of missing values and outliers and unique and negative values to help you understand the distribution and quality of your data. Data exploration provides information and visualization of the descriptive statistics of univariate variables, normality tests and outliers, correlation of two variables, and relationship between target variable and predictor. Data transformation supports binning for categorizing continuous variables, imputates missing values and outliers, resolving skewness. And it creates automated reports that support these three tasks.

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Description file content

Package
dlookr
Type
Package
Title
Tools for Data Diagnosis, Exploration, Transformation
Version
0.3.9
Description
A collection of tools that support data diagnosis, exploration, and transformation. Data diagnostics provides information and visualization of missing values and outliers and unique and negative values to help you understand the distribution and quality of your data. Data exploration provides information and visualization of the descriptive statistics of univariate variables, normality tests and outliers, correlation of two variables, and relationship between target variable and predictor. Data transformation supports binning for categorizing continuous variables, imputates missing values and outliers, resolving skewness. And it creates automated reports that support these three tasks.
License
GPL-2 | file LICENSE
Encoding
UTF-8
LazyData
true
Depends
R (>= 3.2.0)
Imports
dplyr, magrittr, tidyr, ggplot2, RcmdrMisc, corrplot, rlang, purrr, tibble, tidyselect, classInt, moments, kableExtra, prettydoc, smbinning, xtable, knitr, rmarkdown, RColorBrewer, gridExtra, tinytex, methods, DMwR, mice, rpart
Suggests
ISLR, nycflights13, randomForest, dbplyr, DBI, RSQLite, testthat
Author
Choonghyun Ryu [aut, cre]
Maintainer
Choonghyun Ryu
BugReports
https://github.com/choonghyunryu/dlookr/issues
VignetteBuilder
knitr
RoxygenNote
6.1.1
NeedsCompilation
no
Packaged
2019-03-16 02:36:15 UTC; choonghyunryu
Repository
CRAN
Date/Publication
2019-03-16 06:00:06 UTC

install.packages('dlookr')

0.3.9

a month ago

Choonghyun Ryu

GPL-2 | file LICENSE

Depends on

R (>= 3.2.0)

Imports

dplyr, magrittr, tidyr, ggplot2, RcmdrMisc, corrplot, rlang, purrr, tibble, tidyselect, classInt, moments, kableExtra, prettydoc, smbinning, xtable, knitr, rmarkdown, RColorBrewer, gridExtra, tinytex, methods, DMwR, mice, rpart

Suggests

ISLR, nycflights13, randomForest, dbplyr, DBI, RSQLite, testthat

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