generateDistributionData: Generate distribution data as absolute levels

In DoktorMike/dammmdatagen: Marketing Mix Modeling Data Generator

Description

Generate distribution data as absolute levels

Usage

generateDistributionData(
  fromDate = Sys.Date() - 1 * 365,
  toDate = Sys.Date(),
  mynames = c("product_a", "product_b", "product_c"),
  initDist = c(1000, 500, 800)
)

Arguments

fromDate	the beginning of the time series
toDate	the end of the time series
mynames	the names to attach to the generated data
initDist	the vector of initial distributions in total numbers

Value

a tibble with the generated data one column for each element in name

Examples

library(ggplot2)
library(dplyr)
library(tidyr)
generateDistributionData(
  Sys.Date() - 30, Sys.Date(),
  c("product_a", "product_b", "product_c"), c(20, 50, 10)
) %>%
  gather(type, distribution, -date) %>%
  ggplot(aes(y = distribution, x = date, color = type)) +
  geom_line() +
  theme_minimal()

DoktorMike/dammmdatagen documentation built on Dec. 29, 2021, 6:46 a.m.