HistPlot: HistPlot

In AdrianAntico/RemixAutoML: AutoQuant

HistPlot

Description

Build a histogram plot by simply passing arguments to a single function. It will sample your data using SampleSize number of rows. Sampled data is randomized.

Usage

HistPlot(
  data = NULL,
  XVar = NULL,
  YVar = NULL,
  ColorVar = NULL,
  FacetVar1 = NULL,
  FacetVar2 = NULL,
  SampleSize = 1000000L,
  Bins = 30,
  FillColor = "gray",
  OutlierSize = 0.1,
  OutlierColor = "blue",
  YTicks = "Default",
  XTicks = "Default",
  TextSize = 12,
  AngleX = 90,
  AngleY = 0,
  ChartColor = "aliceblue",
  BorderColor = "darkblue",
  TextColor = "darkblue",
  GridColor = "#d3d3e0",
  BackGroundColor = "gray95",
  SubTitleColor = "blue",
  LegendPosition = "bottom",
  LegendBorderSize = 0.5,
  LegendLineType = "solid",
  Debug = FALSE
)

Arguments

data	Source data.table
XVar	Column name of X-Axis variable. If NULL then ignored
YVar	Column name of Y-Axis variable. If NULL then ignored
ColorVar	Column name of Group Variable for distinct colored histograms by group levels
FacetVar1	Column name of facet variable 1. If NULL then ignored
FacetVar2	Column name of facet variable 2. If NULL then ignored
SampleSize	An integer for the number of rows to use. Sampled data is randomized. If NULL then ignored
Bins	= 30
FillColor	'gray'
OutlierSize	0.10
OutlierColor	'blue'
YTicks	Choose from 'Default', 'Percentiles', 'Every 5th percentile', 'Deciles', 'Quantiles', 'Quartiles'
XTicks	Choose from 'Default', '1 year', '1 day', '3 day', '1 week', '2 week', '1 month', '3 month', '6 month', '2 year', '5 year', '10 year', '1 minute', '15 minutes', '30 minutes', '1 hour', '3 hour', '6 hour', '12 hour'
TextSize	14
AngleX	90
AngleY	0
ChartColor	'lightsteelblue'
BorderColor	'darkblue'
TextColor	'darkblue'
GridColor	'white'
BackGroundColor	'gray95'
SubTitleColor	'darkblue'
LegendPosition	'bottom'
LegendBorderSize	0.50
LegendLineType	'solid'
Debug	FALSE

Author(s)

Adrian Antico

See Also

Other Graphics: AddFacet(), BarPlot(), BoxPlot(), ChartTheme(), CorrMatrixPlot(), DensityPlot(), HeatMapPlot(), PlotlyConversion(), StockData(), StockPlot(), ViolinPlot(), multiplot()

Examples

## Not run: 
# Load packages
library(AutoQuant)
library(data.table)

# Load data
data <- data.table::fread(file = file.path('C:/Users/Bizon/Documents/GitHub/BenchmarkData1.csv'))

# Run function
p1 <- AutoQuant:::HistPlot(
  data = data,
  XVar = NULL,
  YVar = 'Weekly_Sales',
  ColorVar = 'Region',
  FacetVar1 = 'Store',
  FacetVar2 = 'Dept',
  SampleSize = 1000000L,
  Bins = 20,
  FillColor = 'gray',
  YTicks = 'Default',
  XTicks = 'Default',
  TextSize = 12,
  AngleX = 90,
  AngleY = 0,
  ChartColor = 'lightsteelblue1',
  BorderColor = 'darkblue',
  TextColor = 'darkblue',
  GridColor = 'white',
  BackGroundColor = 'gray95',
  SubTitleColor = 'blue',
  LegendPosition = 'bottom',
  LegendBorderSize = 0.50,
  LegendLineType = 'solid',
  Debug = FALSE)

# Step through function
# # plotly::ggplotly(p1)
# XVar = NULL
# YVar = 'Weekly_Sales'
# AggMethod = 'mean'
# ColorVar = 'Region'
# FacetVar1 = NULL
# FacetVar2 = NULL
# Bins = 20
# SampleSize = 1000000L
# FillColor = 'gray'
# YTicks = 'Default'
# XTicks = 'Default'
# TextSize = 12
# AngleX = 90
# AngleY = 0
# ChartColor = 'lightsteelblue1'
# BorderColor = 'darkblue'
# TextColor = 'darkblue'
# GridColor = 'white'
# BackGroundColor = 'gray95'
# SubTitleColor = 'blue'
# LegendPosition = 'bottom'
# LegendBorderSize = 0.50
# LegendLineType = 'solid'
# Debug = FALSE
# Bins

## End(Not run)

AdrianAntico/RemixAutoML documentation built on Feb. 3, 2024, 3:32 a.m.