--- 
title: "Miscellaneous Examples" 
author: "Doug Kelkhoff" 
date: "`r Sys.time()`"
output: rmarkdown::html_vignette
vignette: >
  %\VignetteIndexEntry{Miscellaneous Examples}
  %\VignetteEngine{knitr::rmarkdown}
  %\VignetteEncoding{UTF-8}
---

```{r setup, include=FALSE}
knitr::opts_chunk$set(
  echo = TRUE,
  fig.align = "center",
  fig.width = 6,
  fig.height = 4,
  out.width = "600px",
  out.height = "400px")

library(ggpackets)
```

```{r, include = FALSE}
library(dplyr)
library(ggplot2)
```


# Dot Matrix Plots

```{r}
ggpk_dot_matrix <- function(..., width = 10) {
  ggpacket(...) %+%
  geom_point(
    data = . %>%
      mutate(
        xvar = (1:nrow(.)-1) %%  width,
        yvar = (1:nrow(.)-1) %/% width
      ),
    mapping = aes(x = xvar, y = yvar),
    ...) %+%
  theme_void() %+%
  coord_fixed()
}
```

```{r}
library(dplyr)

diamonds %>%
  sample_frac(0.01) %>%
  arrange(cut) %>%

  ggplot() +
    aes(color = cut) +
    ggpk_dot_matrix(size = 3, width = 30)
```

# Tukey Ribbons

```{r}
ggpk_tukey_ribbons <- function(...) {
  ggpacket(...) %+%

  # Tukey Box Edges
  geom_ribbon(.id = "box",
    mapping = aes(fill = ..color..),
    stat = "summary",
    fun = median,
    fun.min = ~quantile(., 0.25, names = FALSE),
    fun.max = ~quantile(., 0.75, names = FALSE),
    alpha = 0.15,
    ...,
    color = NA) %+%

  # Tukey Whiskers
  geom_ribbon(.id = "whisker",
    mapping = aes(fill = ..color..),
    stat = "summary",
    fun = median,
    fun.min = ~.[head(which(. > quantile(., 0.25, names = FALSE) - 1.5 * IQR(.)), 1)],
    fun.max = ~.[tail(which(. < quantile(., 0.75, names = FALSE) + 1.5 * IQR(.)), 1)],
    alpha = 0.15,
    ...,
    color = NA) %+%

  # Median Line
  geom_line(.id = list(NULL, "line"),
    stat = "summary",
    fun = median,
    alpha = 0.8,
    ...)
}
```

```{r}
library(dplyr)

economics_long %>%
  filter(variable %in% c("pop", "unemploy")) %>%
  mutate(year = as.integer(format(as.Date(date, format = "%Y-%m-%d"), "%Y"))) %>%

  ggplot() + aes(x = year, y = value, color = variable) +
    ggpk_tukey_ribbons() +
    scale_y_log10()
```