From 859b255ba8ad9a20a6b2463a7f013c92593ef044 Mon Sep 17 00:00:00 2001 From: Randall Boyes <33524191+rdboyes@users.noreply.github.com> Date: Sun, 28 Mar 2021 18:03:40 -0400 Subject: [PATCH] quiet down warnings, readme updated to include new features --- R/forester.R | 8 +- README.Rmd | 135 +++++++++++++++---- README.md | 192 +++++++++++++++++++-------- man/figures/add_dots.png | Bin 172436 -> 166941 bytes man/figures/forester_plot_arrows.png | Bin 312969 -> 312736 bytes man/figures/limit_breaks.png | Bin 0 -> 308396 bytes man/figures/more_plot_width.png | Bin 0 -> 255757 bytes man/figures/more_precise.png | Bin 0 -> 283464 bytes man/figures/size_shape.png | Bin 0 -> 313424 bytes man/figures/stripe_colour.png | Bin 0 -> 295921 bytes 10 files changed, 247 insertions(+), 88 deletions(-) create mode 100644 man/figures/limit_breaks.png create mode 100644 man/figures/more_plot_width.png create mode 100644 man/figures/more_precise.png create mode 100644 man/figures/size_shape.png create mode 100644 man/figures/stripe_colour.png diff --git a/R/forester.R b/R/forester.R index 38b3e29..22927ef 100644 --- a/R/forester.R +++ b/R/forester.R @@ -63,10 +63,7 @@ forester <- function(left_side_data, add_plot_width = 1, add_plot_gap = FALSE, point_sizes = 3, - point_shapes = 16 - - - ){ + point_shapes = 16){ theme <- gridExtra::ttheme_minimal(core=list( fg_params = list(hjust = 0, x = 0.05, fontfamily = font_family), @@ -259,7 +256,7 @@ forester <- function(left_side_data, ########## the main figure - this will be overlaid on the table ############## center <- ggplot2::ggplot() + - ggplot2::geom_point(data = gdata, ggplot2::aes(y = row_num, x = estimate, size = sizes, shape = shape)) + + ggplot2::geom_point(data = gdata, ggplot2::aes(y = row_num, x = estimate, size = sizes, shape = shape), na.rm = TRUE) + ggplot2::geom_errorbarh(data = gdata, ggplot2::aes(y = row_num, xmin = ci_low, xmax = ci_high), @@ -279,7 +276,6 @@ forester <- function(left_side_data, legend.background = ggplot2::element_rect(fill = "transparent"), legend.box.background = ggplot2::element_rect(fill = "transparent")) + ggplot2::geom_vline(xintercept = null_line_at, linetype = "dashed") + - ggplot2::scale_x_continuous(labels = scales::number_format(accuracy = 0.1)) + ggplot2::scale_y_continuous(expand = c(0,0)) + ggplot2::scale_shape_identity() + ggplot2::scale_size_identity() + diff --git a/README.Rmd b/README.Rmd index 70d29a9..20b6661 100644 --- a/README.Rmd +++ b/README.Rmd @@ -13,7 +13,7 @@ knitr::opts_chunk$set( ) ``` -# forester +# Forester @@ -28,7 +28,7 @@ This package is currently early in development, and must be installed from this devtools::install_github("rdboyes/forester") ``` -## Example +## Basic Usage Suppose we wish to replicate the following figure published in the NEJM [1]: @@ -62,7 +62,7 @@ forester(left_side_data = table[,1:3], ![](man/figures/forester_plot.png) -forester handles the alignment of the graph and the table automatically, so figures with fewer rows or columns should work by simply passing a smaller data frame to the function: +Forester handles the alignment of the graph and the table automatically, so figures with fewer rows or columns should work by simply passing a smaller data frame to the function: ```{r} forester(left_side_data = table[1:12,1:3], @@ -86,9 +86,13 @@ forester(left_side_data = table[,1], ![](man/figures/fewer_cols.png) -## Additional Fonts +## Display Options -While Courier has a certain appeal, you might want to give your tables a more modern look. However, due to the difficulty of aligning all elements when using them, the use of non-monospaced fonts should be considered experimental at this stage. +By default, forester will both display the plot in the RStudio viewer (`display = TRUE`) and save a high quality version to the current directory (`file_path = here::here("forester_plot.png")`) at a resolution controllable by `dpi`. When making a rmarkdown document (such as this one), these options should be overwritten as required. You can display the images created by forester using standard RMarkdown syntax (i.e. `![](path)`). + +## Font Families + +Pass any font to `font_family` to control the output font. Tested options include `"mono"`, `"sans"`, and `"serif"`. Any font will work, but alignment may not be perfect for untested fonts. Use the provided options `nudge_x` and `nudge_y` to correct alignment issues. ```{r} library(extrafont) @@ -106,34 +110,44 @@ forester(left_side_data = table[,1:3], ``` ![](man/figures/forester_plot_fira.png) -Adjusting table properties with different fonts will still work: + +## Right Side Data + +The option `estimate_precision` can be used to change the number of decimals displayed in the right hand side table. `estimate_col_name` allows you to change the name of the default right side column. If you require more control, pass a dataframe to `right_side_data` to override the right side completely. ```{r} -forester(left_side_data = table[1:12,1:3], - estimate = table$Estimate[1:12], - ci_low = table$`CI low`[1:12], - ci_high = table$`CI high`[1:12], +forester(left_side_data = table[,1], + estimate = table$Estimate, + ci_low = table$`CI low`, + ci_high = table$`CI high`, display = FALSE, - font_family = "Fira Sans", - file_path = here::here("man/figures/fewer_rows_fira.png")) + estimate_precision = 3, + estimate_col_name = "Estimate (95% CI)", + file_path = here::here("man/figures/more_precise.png")) ``` -![](man/figures/fewer_rows_fira.png) -```{r} -windowsFonts("Times New Roman" = windowsFont("Times New Roman")) +![](man/figures/more_precise.png) -forester(left_side_data = table[1:12,1:3], - estimate = table$Estimate[1:12], - ci_low = table$`CI low`[1:12], - ci_high = table$`CI high`[1:12], +## Plot Width + +Change `ggplot_width` from its default value of 30 to adjust the relative amount of space that the figure takes up. `nudge_x` can be used to correct alignment issues if this option causes any. + +```{r} +forester(left_side_data = table[,1], + estimate = table$Estimate, + ci_low = table$`CI low`, + ci_high = table$`CI high`, display = FALSE, - font_family = "Times New Roman", - file_path = here::here("man/figures/fewer_rows_times.png")) + ggplot_width = 40, + nudge_x = .5, + file_path = here::here("man/figures/more_plot_width.png")) ``` -![](man/figures/fewer_rows_times.png) +![](man/figures/more_plot_width.png) -## Adding Arrows (Experimental) +## Limits, Breaks, and the Null Line + +Limits and breaks are set automatically, but the defaults can be overwritten using `xlim` (use a vector of length 2, i.e. c(low, high)) and `xbreaks` (use a vector indicating the breaks). `null_line_at` defaults to 0, but can be set to any value. This would be most commonly used to set the `null_line_at = 1.0` for relative measures. `x_scale_linear` defaults to `TRUE` but can be set to `FALSE` if a logarithmic scale is required. If a confidence interval extends outside the range set by `xlim`, it will automatically be indicated using an arrow. ```{r} forester(left_side_data = table[,1:3], @@ -141,18 +155,86 @@ forester(left_side_data = table[,1:3], ci_low = table$`CI low`, ci_high = table$`CI high`, display = FALSE, - file_path = here::here("man/figures/forester_plot_arrows.png"), + file_path = here::here("man/figures/limit_breaks.png"), font_family = "Fira Sans", null_line_at = -50, xlim = c(-100, -25), - xbreaks = c(-100, -75, -50, -25), + xbreaks = c(-100, -75, -50, -25)) +``` + +![](man/figures/limit_breaks.png) + +## Table Colour Options + +As pointed out [here](https://twitter.com/davidrfeinberg/status/1375417579095924738), the default colour scheme looks a bit retro. Personally, I like the default stripe colour "#eff3f2", but you can change the stripe colour to anything you want :) + +```{r} +forester(left_side_data = table[,1:3], + estimate = table$Estimate, + ci_low = table$`CI low`, + ci_high = table$`CI high`, + display = FALSE, + file_path = here::here("man/figures/stripe_colour.png"), + font_family = "Fira Sans", + stripe_colour = "#ff0000" + ) +``` + +![](man/figures/stripe_colour.png) + +## Adding Arrows + +Arrows can be added below the plot area (with `arrows = TRUE`) and labelled (with `arrow_labels = c("Left Label", "Right Label")`). + +```{r} +forester(left_side_data = table[,1:3], + estimate = table$Estimate, + ci_low = table$`CI low`, + ci_high = table$`CI high`, + display = FALSE, + file_path = here::here("man/figures/forester_plot_arrows.png"), + font_family = "Fira Sans", + null_line_at = 0, + xlim = c(-100, 25), + xbreaks = c(-100, -75, -50, -25, 0, 25), arrows = TRUE, arrow_labels = c("Inclisiran Better", "Placebo Better")) ``` ![](man/figures/forester_plot_arrows.png) -## Adding additional ggplot objects (Experimental) +## Point Size and Shape + +The size and shape of the points can be controlled using vectors of values passed to `point_sizes` and `point_shapes`. + +```{r} +shapes <- rep(16, times = 30) + +shapes[1] <- 17 + +sizes <- rep(3.25, times = 30) + +sizes[30] <- 5 + +forester(left_side_data = table[,1:3], + estimate = table$Estimate, + ci_low = table$`CI low`, + ci_high = table$`CI high`, + display = FALSE, + file_path = here::here("man/figures/size_shape.png"), + font_family = "Fira Sans", + null_line_at = 0, + xlim = c(-100, 25), + xbreaks = c(-100, -75, -50, -25, 0, 25), + arrows = TRUE, + arrow_labels = c("Inclisiran Better", "Placebo Better"), + point_sizes = sizes, + point_shapes = shapes) +``` + +![](man/figures/size_shape.png) + +## Adding Additional ggplot Objects Custom ggplot objects can be passed to the `forester` function using the parameter `add_plot`. To align the plot with the rows of the table, the vertical center of the bottom row is at y = 0, and each row is one unit tall on the y axis. `add_plot_width` can be set to customize the width of the plot (units are relative to the width of the table). @@ -168,7 +250,6 @@ forester(left_side_data = table[1:15,1:3], ci_low = table$`CI low`[1:15], ci_high = table$`CI high`[1:15], display = FALSE, - font_family = "Times New Roman", add_plot = ex_plot, file_path = here::here("man/figures/add_dots.png")) diff --git a/README.md b/README.md index 34a3c4c..fe10294 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ -# forester +# Forester @@ -19,7 +19,7 @@ from this github repo. devtools::install_github("rdboyes/forester") ``` -## Example +## Basic Usage Suppose we wish to replicate the following figure published in the NEJM \[1\]: @@ -51,14 +51,11 @@ forester(left_side_data = table[,1:3], display = FALSE, xlim = c(-100, 25), file_path = here::here("man/figures/forester_plot.png")) -#> Scale for 'x' is already present. Adding another scale for 'x', which will -#> replace the existing scale. -#> Warning: Removed 8 rows containing missing values (geom_point). ``` ![](man/figures/forester_plot.png) -forester handles the alignment of the graph and the table automatically, +Forester handles the alignment of the graph and the table automatically, so figures with fewer rows or columns should work by simply passing a smaller data frame to the function: @@ -69,9 +66,6 @@ forester(left_side_data = table[1:12,1:3], ci_high = table$`CI high`[1:12], display = FALSE, file_path = here::here("man/figures/fewer_rows.png")) -#> Scale for 'x' is already present. Adding another scale for 'x', which will -#> replace the existing scale. -#> Warning: Removed 3 rows containing missing values (geom_point). ``` ![](man/figures/fewer_rows.png) @@ -83,19 +77,26 @@ forester(left_side_data = table[,1], ci_high = table$`CI high`, display = FALSE, file_path = here::here("man/figures/fewer_cols.png")) -#> Scale for 'x' is already present. Adding another scale for 'x', which will -#> replace the existing scale. -#> Warning: Removed 8 rows containing missing values (geom_point). ``` ![](man/figures/fewer_cols.png) -## Additional Fonts +## Display Options -While Courier has a certain appeal, you might want to give your tables a -more modern look. However, due to the difficulty of aligning all -elements when using them, the use of non-monospaced fonts should be -considered experimental at this stage. +By default, forester will both display the plot in the RStudio viewer +(`display = TRUE`) and save a high quality version to the current +directory (`file_path = here::here("forester_plot.png")`) at a +resolution controllable by `dpi`. When making a rmarkdown document (such +as this one), these options should be overwritten as required. You can +display the images created by forester using standard RMarkdown syntax +(i.e. `![](path)`). + +## Font Families + +Pass any font to `font_family` to control the output font. Tested +options include `"mono"`, `"sans"`, and `"serif"`. Any font will work, +but alignment may not be perfect for untested fonts. Use the provided +options `nudge_x` and `nudge_y` to correct alignment issues. ``` r library(extrafont) @@ -111,47 +112,61 @@ forester(left_side_data = table[,1:3], display = FALSE, file_path = here::here("man/figures/forester_plot_fira.png"), font_family = "Fira Sans") -#> Scale for 'x' is already present. Adding another scale for 'x', which will -#> replace the existing scale. -#> Warning: Removed 8 rows containing missing values (geom_point). ``` -![](man/figures/forester_plot_fira.png) Adjusting table properties with -different fonts will still work: +![](man/figures/forester_plot_fira.png) + +## Right Side Data + +The option `estimate_precision` can be used to change the number of +decimals displayed in the right hand side table. `estimate_col_name` +allows you to change the name of the default right side column. If you +require more control, pass a dataframe to `right_side_data` to override +the right side completely. ``` r -forester(left_side_data = table[1:12,1:3], - estimate = table$Estimate[1:12], - ci_low = table$`CI low`[1:12], - ci_high = table$`CI high`[1:12], +forester(left_side_data = table[,1], + estimate = table$Estimate, + ci_low = table$`CI low`, + ci_high = table$`CI high`, display = FALSE, - font_family = "Fira Sans", - file_path = here::here("man/figures/fewer_rows_fira.png")) -#> Scale for 'x' is already present. Adding another scale for 'x', which will -#> replace the existing scale. -#> Warning: Removed 3 rows containing missing values (geom_point). + estimate_precision = 3, + estimate_col_name = "Estimate (95% CI)", + file_path = here::here("man/figures/more_precise.png")) ``` -![](man/figures/fewer_rows_fira.png) +![](man/figures/more_precise.png) -``` r -windowsFonts("Times New Roman" = windowsFont("Times New Roman")) +## Plot Width -forester(left_side_data = table[1:12,1:3], - estimate = table$Estimate[1:12], - ci_low = table$`CI low`[1:12], - ci_high = table$`CI high`[1:12], +Change `ggplot_width` from its default value of 30 to adjust the +relative amount of space that the figure takes up. `nudge_x` can be used +to correct alignment issues if this option causes any. + +``` r +forester(left_side_data = table[,1], + estimate = table$Estimate, + ci_low = table$`CI low`, + ci_high = table$`CI high`, display = FALSE, - font_family = "Times New Roman", - file_path = here::here("man/figures/fewer_rows_times.png")) -#> Scale for 'x' is already present. Adding another scale for 'x', which will -#> replace the existing scale. -#> Warning: Removed 3 rows containing missing values (geom_point). + ggplot_width = 40, + nudge_x = .5, + file_path = here::here("man/figures/more_plot_width.png")) ``` -![](man/figures/fewer_rows_times.png) +![](man/figures/more_plot_width.png) + +## Limits, Breaks, and the Null Line -## Adding Arrows (Experimental) +Limits and breaks are set automatically, but the defaults can be +overwritten using `xlim` (use a vector of length 2, i.e. c(low, high)) +and `xbreaks` (use a vector indicating the breaks). `null_line_at` +defaults to 0, but can be set to any value. This would be most commonly +used to set the `null_line_at = 1.0` for relative measures. +`x_scale_linear` defaults to `TRUE` but can be set to `FALSE` if a +logarithmic scale is required. If a confidence interval extends outside +the range set by `xlim`, it will automatically be indicated using an +arrow. ``` r forester(left_side_data = table[,1:3], @@ -159,21 +174,92 @@ forester(left_side_data = table[,1:3], ci_low = table$`CI low`, ci_high = table$`CI high`, display = FALSE, - file_path = here::here("man/figures/forester_plot_arrows.png"), + file_path = here::here("man/figures/limit_breaks.png"), font_family = "Fira Sans", null_line_at = -50, xlim = c(-100, -25), - xbreaks = c(-100, -75, -50, -25), + xbreaks = c(-100, -75, -50, -25)) +``` + +![](man/figures/limit_breaks.png) + +## Table Colour Options + +As pointed out +[here](https://twitter.com/davidrfeinberg/status/1375417579095924738), +the default colour scheme looks a bit retro. Personally, I like the +default stripe colour “\#eff3f2”, but you can change the stripe colour +to anything you want :) + +``` r +forester(left_side_data = table[,1:3], + estimate = table$Estimate, + ci_low = table$`CI low`, + ci_high = table$`CI high`, + display = FALSE, + file_path = here::here("man/figures/stripe_colour.png"), + font_family = "Fira Sans", + stripe_colour = "#ff0000" + ) +``` + +![](man/figures/stripe_colour.png) + +## Adding Arrows + +Arrows can be added below the plot area (with `arrows = TRUE`) and +labelled (with `arrow_labels = c("Left Label", "Right Label")`). + +``` r +forester(left_side_data = table[,1:3], + estimate = table$Estimate, + ci_low = table$`CI low`, + ci_high = table$`CI high`, + display = FALSE, + file_path = here::here("man/figures/forester_plot_arrows.png"), + font_family = "Fira Sans", + null_line_at = 0, + xlim = c(-100, 25), + xbreaks = c(-100, -75, -50, -25, 0, 25), arrows = TRUE, arrow_labels = c("Inclisiran Better", "Placebo Better")) -#> Scale for 'x' is already present. Adding another scale for 'x', which will -#> replace the existing scale. -#> Warning: Removed 8 rows containing missing values (geom_point). ``` ![](man/figures/forester_plot_arrows.png) -## Adding additional ggplot objects (Experimental) +## Point Size and Shape + +The size and shape of the points can be controlled using vectors of +values passed to `point_sizes` and `point_shapes`. + +``` r +shapes <- rep(16, times = 30) + +shapes[1] <- 17 + +sizes <- rep(3.25, times = 30) + +sizes[30] <- 5 + +forester(left_side_data = table[,1:3], + estimate = table$Estimate, + ci_low = table$`CI low`, + ci_high = table$`CI high`, + display = FALSE, + file_path = here::here("man/figures/size_shape.png"), + font_family = "Fira Sans", + null_line_at = 0, + xlim = c(-100, 25), + xbreaks = c(-100, -75, -50, -25, 0, 25), + arrows = TRUE, + arrow_labels = c("Inclisiran Better", "Placebo Better"), + point_sizes = sizes, + point_shapes = shapes) +``` + +![](man/figures/size_shape.png) + +## Adding Additional ggplot Objects Custom ggplot objects can be passed to the `forester` function using the parameter `add_plot`. To align the plot with the rows of the table, the @@ -194,12 +280,8 @@ forester(left_side_data = table[1:15,1:3], ci_low = table$`CI low`[1:15], ci_high = table$`CI high`[1:15], display = FALSE, - font_family = "Times New Roman", add_plot = ex_plot, file_path = here::here("man/figures/add_dots.png")) -#> Scale for 'x' is already present. Adding another scale for 'x', which will -#> replace the existing scale. -#> Warning: Removed 4 rows containing missing values (geom_point). ``` ![](man/figures/add_dots.png) diff --git a/man/figures/add_dots.png b/man/figures/add_dots.png index 936a9d1353c60307fb95656c77cb1fa3e149d617..3c6ea5f227d93f26b5b13c3cfd3f73b473d3341a 100644 GIT binary patch literal 166941 zcmeFYcT`i|*C!r9KtzfKP>^CpK|rNRM?p}UA_&q#lU}8_5Mu!ZL6jySEi|RqP(mmw z0#XA)fDj@*lmsaWHOXA`dEWUt^Uhkc*6+XHn&a^rliZWf*?sS`@2mUzTI`4U4ue1- z_Pcj99)LgsTp$n|-yufe9n#<`@DGFXeO;s5z<)s?SrAA81hN5v96++NAXyubY$QlQ z0i@snQiucD6oVY%Kn@5gDJdBcNJbWzvNEzZGB&`Bl(8w6c?HZq;QswP_J@Ol12E$h z91sd|aSCz36|1*DJoNNp^*lWEJb-JFUTlXo2xKh_Oj&CiVA@#QL|VTBX0i3FKI>9o zt~mgJ6oC1AJqKXKIm7`I;Sh&)Kp-3tz?BXxy1(T9i1mmCW|2p1hey#&xGX5#MmF5W zCj1pJi^EGJ!%Kl{UpTrr9K99`K=A-3a0f7oVv9OrJ7!`#=y3|5I0uC|;Fkd4`@e<& z{=^}GD>e=bOnRXWsL)2X@D(s^3SUJQmIAZ5u(Yob4a~K|_2Rx^)+mq0yfS8ivVUE7Fc&5FK`709atW? 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