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Horizontal Waterfall Plot

Source: R/g_waterfall.R
g_waterfall.Rd

[Stable]

Usage 

g_waterfall(
  height,
  id,
  col_var = NULL,
  col = getOption("ggplot2.discrete.colour"),
  xlab = NULL,
  ylab = NULL,
  col_legend_title = NULL,
  title = NULL
)

Arguments

height

(`numeric``)
vector containing values to be plotted as the waterfall bars.

id

(character)
vector containing IDs to use as the x-axis label for the waterfall bars.

col_var

(factor, character or NULL)
categorical variable for bar coloring. NULL by default.

col

(character)
colors.

xlab

(character)
x label. Default is "ID".

ylab

(character)
y label. Default is "Value".

col_legend_title

(character)
text to be displayed as legend title.

title

(character)
text to be displayed as plot title.

Value

(ggplot object)
waterfall plot.

Details

This basic waterfall plot visualizes a quantity height ordered by value with some markup.

Author

Yuyao Song (songy) yuyao.song@roche.com

Examples 

library(dplyr)
library(nestcolor)

g_waterfall(height = c(3, 5, -1), id = letters[1:3])


g_waterfall(
  height = c(3, 5, -1),
  id = letters[1:3],
  col_var = letters[1:3]
)


adsl_f <- tern_ex_adsl %>%
  select(USUBJID, STUDYID, ARM, ARMCD, SEX)

adrs_f <- tern_ex_adrs %>%
  filter(PARAMCD == "OVRINV") %>%
  mutate(pchg = rnorm(n(), 10, 50))

adrs_f <- head(adrs_f, 30)
adrs_f <- adrs_f[!duplicated(adrs_f$USUBJID), ]
head(adrs_f)
#> # A tibble: 5 × 30
#>   STUDYID COUNTRY SITEID SUBJID   AGE SEX   ARMCD ARM       ACTAR…¹ ACTARM RACE 
#>   <chr>   <fct>   <chr>  <chr>  <dbl> <fct> <fct> <fct>     <fct>   <fct>  <fct>
#> 1 AB12345 BRA     BRA-1  id-105  37.8 F     ARM A A: Drug X ARM A   A: Dr… ASIAN
#> 2 AB12345 BRA     BRA-1  id-171  29.8 F     ARM B B: Place… ARM B   B: Pl… ASIAN
#> 3 AB12345 BRA     BRA-1  id-177  38.9 F     ARM B B: Place… ARM B   B: Pl… ASIAN
#> 4 AB12345 BRA     BRA-1  id-23   41.3 F     ARM A A: Drug X ARM A   A: Dr… AMER…
#> 5 AB12345 BRA     BRA-1  id-59   26.7 F     ARM A A: Drug X ARM A   A: Dr… ASIAN
#> # … with 19 more variables: TRTSDTM <dttm>, TRTEDTM <dttm>, EOSDY <dbl>,
#> #   STRATA1 <fct>, STRATA2 <fct>, BMRKR1 <dbl>, BMRKR2 <fct>, REGION1 <fct>,
#> #   SAFFL <fct>, USUBJID <chr>, AVISIT <fct>, PARAMCD <fct>, PARAM <fct>,
#> #   AVALC <fct>, AVAL <int>, ADTM <dttm>, AVISITN <dbl>, DTHFL <fct>,
#> #   pchg <dbl>, and abbreviated variable name ¹​ACTARMCD

g_waterfall(
  height = adrs_f$pchg,
  id = adrs_f$USUBJID,
  col_var = adrs_f$AVALC
)


g_waterfall(
  height = adrs_f$pchg,
  id = paste("asdfdsfdsfsd", adrs_f$USUBJID),
  col_var = adrs_f$SEX
)


g_waterfall(
  height = adrs_f$pchg,
  id = paste("asdfdsfdsfsd", adrs_f$USUBJID),
  xlab = "ID",
  ylab = "Percentage Change",
  title = "Waterfall plot"
)