SaveDescrStats: Saves all the components of the output of DescriptiveStats()...

In N1h1l1sT/DescriptiveStatsR: Descriptive Statistics, Statistical Inference and Plots, easily and for any DataFrame

Saves all the components of the output of DescriptiveStats() to a specified folder

Description

Gets the output of DescriptiveStats() and no matter what options were selected, saves in a specified folder all the valid Statistics Saving the plots, one might also choose different sizes for the Categorical plots, Numerical ones, and Timeseries as well.

Usage

SaveDescrStats(
  DescriptiveStatsVar,
  path_stats,
  NumWidth = 1300,
  NumHeight = 800,
  CatWidth = 1300,
  CatHeight = 800,
  TimeProgressionWidth = NULL,
  TimeProgressionHeight = NULL,
  TimeSeriesWidth = NULL,
  TimeSeriesHeight = NULL,
  CorrelationsWidth = NULL,
  CorrelationsHeight = NULL
)

Arguments

DescriptiveStatsVar	A list. The output of DescriptiveStats() on a dataset
path_stats	A string. The relative or full path of a folder (existing or to be created) where all the matrices and plots will be saved on
NumWidth	An Integer. Width (in pixels) for Numerical Variables' plots
NumHeight	An Integer. Height (in pixels) for Numerical Variables' plots
CatWidth	An Integer. Width (in pixels) for Categorical Variables' plots
CatHeight	An Integer. Height (in pixels) for Categorical Variables' plots
TimeProgressionWidth	An Integer. Width (in pixels) for the Time Progression plot
TimeProgressionHeight	An Integer. Height (in pixels) for the Time Progression plot
TimeSeriesWidth	An Integer. Width (in pixels) for the Timeseries plot
TimeSeriesHeight	An Integer. Height (in pixels) for the Timeseries plot
CorrelationsWidth	An Integer. Width (in pixels) for the Correlation plots
CorrelationsHeight	An Integer. Height (in pixels) for the Correlation plots

Examples

DS <- mtcars %>% mutate(vs = as.factor(vs), am = as.factor(am), gear = as.factor(gear), carb = as.factor(carb)) %>% as_tibble()

#Creating the Variable which holds all the Matrices and Plots
MTCarsStats <- DS %>% DescriptiveStats(CalculateGraphs = TRUE, DependentVar = "mpg", IsTimeSeries = TRUE, GroupBy = "gear", CorrVarOrder = "PCA")

#Saving everything to a folder on our Hard Drive
MTCarsStats %>% SaveDescrStats("MTCarsFolder")

N1h1l1sT/DescriptiveStatsR documentation built on Dec. 9, 2022, 3:57 a.m.