Data Menu for Radiant: Business Analytics using R and Shiny

Documentation for package ‘radiant.data’ version 1.6.3

Help Pages

-- A --

add_class	Convenience function to add a class
add_description	Convenience function to add a markdown description to a data.frame
arrange_data	Arrange data with user-specified expression
as_character	Wrapper for as.character
as_distance	Distance in kilometers or miles between two locations based on lat-long Function based on <http://www.movable-type.co.uk/scripts/latlong.html>. Uses the haversine formula
as_dmy	Convert input in day-month-year format to date
as_dmy_hm	Convert input in day-month-year-hour-minute format to date-time
as_dmy_hms	Convert input in day-month-year-hour-minute-second format to date-time
as_duration	Wrapper for lubridate's as.duration function. Result converted to numeric
as_factor	Wrapper for factor with ordered = FALSE
as_hm	Convert input in hour-minute format to time
as_hms	Convert input in hour-minute-second format to time
as_integer	Convert variable to integer avoiding potential issues with factors
as_mdy	Convert input in month-day-year format to date
as_mdy_hm	Convert input in month-day-year-hour-minute format to date-time
as_mdy_hms	Convert input in month-day-year-hour-minute-second format to date-time
as_numeric	Convert variable to numeric avoiding potential issues with factors
as_ymd	Convert input in year-month-day format to date
as_ymd_hm	Convert input in year-month-day-hour-minute format to date-time
as_ymd_hms	Convert input in year-month-day-hour-minute-second format to date-time
avengers	Avengers

-- C --

center	Center
choose_dir	Choose a directory interactively
choose_files	Choose files interactively
ci_label	Labels for confidence intervals
ci_perc	Values at confidence levels
combinedata	Deprecated function(s) in the radiant.data package
combine_data	Combine datasets using dplyr's bind and join functions
copy_all	Source all package functions
copy_attr	Copy attributes from one object to another
copy_from	Source for package functions
cv	Coefficient of variation

-- D --

deregister	Deregister a data.frame or list in Radiant
describe	Show dataset description
diamonds	Diamond prices
does_vary	Does a vector have non-zero variability?
dtab	Method to create datatables
dtab.data.frame	Create an interactive table to view, search, sort, and filter data
dtab.explore	Make an interactive table of summary statistics
dtab.pivotr	Make an interactive pivot table

-- E --

empty_level	Convert categorical variables to factors and deal with empty/missing values
explore	Explore and summarize data

-- F --

filterdata	Deprecated function(s) in the radiant.data package
filter_data	Filter data with user-specified expression
find_dropbox	Find Dropbox folder
find_gdrive	Find Google Drive folder
find_home	Find user directory
find_project	Find the Rstudio project folder
fixMS	Deprecated function(s) in the radiant.data package
fix_names	Ensure column names are valid
fix_smart	Replace smart quotes etc.
flip	Flip the DT table to put Function, Variable, or Group by on top
formatdf	Deprecated function(s) in the radiant.data package
formatnr	Deprecated function(s) in the radiant.data package
format_df	Format a data.frame with a specified number of decimal places
format_nr	Format a number with a specified number of decimal places, thousand sep, and a symbol

-- G --

getclass	Deprecated function(s) in the radiant.data package
getdata	Deprecated function(s) in the radiant.data package
getsummary	Deprecated function(s) in the radiant.data package
get_class	Get variable class
get_data	Select variables and filter data
get_summary	Create data.frame summary
ggplotly	Work around to avoid (harmless) messages from ggplotly

-- I --

indexr	Find index corrected for missing values and filters
install_webshot	Install webshot and phantomjs
inverse	Calculate inverse of a variable
is.empty	Is a variable empty
is_double	Is input a double (and not a date type)?
is_not	Convenience function for is.null or is.na
is_numeric	Deprecated function(s) in the radiant.data package
is_string	Is input a string?
iterms	Create a vector of interaction terms for linear and logistic regression

-- L --

launch	Launch radiant apps
level_list	Generate list of levels and unique values
ln	Natural log
load_clip	Load data through clipboard on Windows or macOS

-- M --

make_arrange_cmd	Generate arrange commands from user input
make_train	Generate a variable used to selected a training sample
make_vec	Convert a string of numbers into a vector
max_rm	Deprecated function(s) in the radiant.data package
me	Margin of error
mean_rm	Deprecated function(s) in the radiant.data package
median_rm	Deprecated function(s) in the radiant.data package
meprop	Margin of error for proportion
min_rm	Deprecated function(s) in the radiant.data package
modal	Calculate the mode (modal value) and return a label
month	Add ordered argument to lubridate::month
mutate_ext	Add transformed variables to a data frame with the option to include a custom variable name extension

-- N --

normalize	Normalize a variable x by a variable y
n_missing	Number of missing values
n_obs	Number of observations

-- P --

p01	Calculate percentiles
p025	Calculate percentiles
p05	Calculate percentiles
p10	Calculate percentiles
p25	Calculate percentiles
p75	Calculate percentiles
p90	Calculate percentiles
p95	Calculate percentiles
p975	Calculate percentiles
p99	Calculate percentiles
parse_path	Parse file path into useful components
pcv	Summarize a set of numeric vectors per row
pfun	Summarize a set of numeric vectors per row
pivotr	Create a pivot table
plot.pivotr	Plot method for the pivotr function
pmean	Summarize a set of numeric vectors per row
pmedian	Summarize a set of numeric vectors per row
pp01	Summarize a set of numeric vectors per row
pp025	Summarize a set of numeric vectors per row
pp05	Summarize a set of numeric vectors per row
pp10	Summarize a set of numeric vectors per row
pp25	Summarize a set of numeric vectors per row
pp75	Summarize a set of numeric vectors per row
pp95	Summarize a set of numeric vectors per row
pp975	Summarize a set of numeric vectors per row
pp99	Summarize a set of numeric vectors per row
prop	Calculate proportion
psd	Summarize a set of numeric vectors per row
psum	Summarize a set of numeric vectors per row
publishers	Comic publishers
pvar	Summarize a set of numeric vectors per row

-- Q --

qscatter	Create a qscatter plot similar to Stata
qterms	Create a vector of quadratic and cubed terms for use in linear and logistic regression

-- R --

radiant.data	radiant.data
radiant.data-deprecated	Deprecated function(s) in the radiant.data package
radiant.data_url	Start radiant.data app but do not open a browser
radiant.data_viewer	Launch the radiant.data app in the Rstudio viewer
radiant.data_window	Launch the radiant.data app in an Rstudio window
read_files	Generate code to read a file
refactor	Remove/reorder levels
register	Register a data.frame or list in Radiant
render	Base method used to render htmlwidgets
render.datatables	Method to render DT tables
render.plotly	Method to render plotly plots
rounddf	Deprecated function(s) in the radiant.data package
round_df	Round doubles in a data.frame to a specified number of decimal places

-- S --

save_clip	Save data to clipboard on Windows or macOS
sdpop	Standard deviation for the population
sdprop	Standard deviation for proportion
sd_rm	Deprecated function(s) in the radiant.data package
se	Standard error
Search	Deprecated function(s) in the radiant.data package
search_data	Search for a pattern in all columns of a data.frame
seprop	Standard error for proportion
set_attr	Alias used to add an attribute
show_duplicated	Show all rows with duplicated values (not just the first or last)
sig_stars	Add stars based on p.values
slice_data	Slice data with user-specified expression
square	Calculate square of a variable
sshh	Hide warnings and messages and return invisible
sshhr	Hide warnings and messages and return result
standardize	Standardize
store	Method to store variables in a dataset in Radiant
store.explore	Deprecated: Store method for the explore function
store.pivotr	Deprecated: Store method for the pivotr function
subplot	Work around to avoid (harmless) messages from subplot
summary.explore	Summary method for the explore function
summary.pivotr	Summary method for pivotr
sum_rm	Deprecated function(s) in the radiant.data package
superheroes	Super heroes

-- T --

table2data	Create data.frame from a table
titanic	Survival data for the Titanic
toFct	Deprecated function(s) in the radiant.data package
to_fct	Convert characters to factors

-- V --

varpop	Variance for the population
varprop	Variance for proportion
var_rm	Deprecated function(s) in the radiant.data package
viewdata	Deprecated function(s) in the radiant.data package
view_data	View data in a shiny-app
visualize	Visualize data using ggplot2 <https://ggplot2.tidyverse.org/>

-- W --

wday	Add ordered argument to lubridate::wday
weighted.sd	Weighted standard deviation
which.pmax	Index of the maximum per row
which.pmin	Index of the minimum per row
write_parquet	Workaround to store description file together with a parquet data file

-- X --

xtile

Split a numeric variable into a number of bins and return a vector of bin numbers