Additional themes, scales, and geoms for ggplot2

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README

ggthemes ggthemes hex stickers, one per point colour palette, animated

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Some extra geoms, scales, and themes for ggplot.

Install

To install the stable version from CRAN,

install.packages('ggthemes', dependencies = TRUE)

Or, to install the development version from github, use the devtools package,

library("devtools")
install_github(c("hadley/ggplot2", "jrnold/ggthemes"))

How to use

For a quick tutorial, check out Rafael Irizarry’s book.

Examples

library("ggplot2")
library("ggthemes")

mtcars2 <- within(mtcars, {
  vs <- factor(vs, labels = c("V-shaped", "Straight"))
  am <- factor(am, labels = c("Automatic", "Manual"))
  cyl  <- factor(cyl)
  gear <- factor(gear)
})

p1 <- ggplot(mtcars2) +
  geom_point(aes(x = wt, y = mpg, colour = gear)) +
  labs(
    title = "Fuel economy declines as weight increases",
    subtitle = "(1973-74)",
    caption = "Data from the 1974 Motor Trend US magazine.",
    x = "Weight (1000 lbs)",
    y = "Fuel economy (mpg)",
    colour = "Gears"
  )
p1 +
  scale_color_calc() +
  theme_calc()

p1 + theme_clean()

p1 + theme_economist() +
  scale_colour_economist()

p1 + theme_excel() +
  scale_colour_excel()

p1 + theme_excel_new() +
  scale_colour_excel_new()

p1 + theme_igray()

p1 + theme_par()

p1 + theme_fivethirtyeight()

p1 + theme_few() +
  scale_colour_few()

p1 + theme_solarized() +
  scale_colour_solarized()

p1 + theme_solarized(light=FALSE) +
  scale_colour_solarized()

p1 + theme_solid()

p1 + theme_tufte()

p1 + theme_wsj(base_size = 8) + scale_color_wsj()

p1 + scale_color_colorblind()

p1 + scale_color_tableau()

Color palettes

Every colour palette shipped with ggthemes is shown below. Each row is one palette; the swatches are in the order returned by the corresponding palette function. This compact, data-derived gallery follows the palette-overview approach used by ggpalettes and the one-palette-per-row display in sjPlot.

General

colorblind_pal(black = TRUE)

 

 

 

 

 

 

 

 

calc_pal()

 

 

 

 

 

 

 

 

 

 

 

 

economist_pal(fill = FALSE)

 

 

 

 

 

 

 

 

 

economist_pal(fill = TRUE)

 

 

 

 

 

 

 

 

 

fivethirtyeight_pal()

 

 

 

gdocs_pal()

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

palette_pander(random_order = FALSE)

 

 

 

 

 

 

 

 

ptol_pal()

 

 

 

 

 

 

 

 

 

 

 

 

Canva

canva_pal(“Fresh and bright”)

 

 

 

 

canva_pal(“Subdued and proffesional”)

 

 

 

 

canva_pal(“Dark and earthy”)

 

 

 

 

canva_pal(“Crisp and dramatic”)

 

 

 

 

canva_pal(“Cool blues”)

 

 

 

 

canva_pal(“Outdoorsy and Natural”)

 

 

 

 

canva_pal(“Watery blue-greens”)

 

 

 

 

canva_pal(“Primary colors with a vibrant twist”)

 

 

 

 

canva_pal(“Refreshing and pretty”)

 

 

 

 

canva_pal(“Playful greens and blues”)

 

 

 

 

canva_pal(“Fresh and energetic”)

 

 

 

 

canva_pal(“Surf and turf”)

 

 

 

 

canva_pal(“Autumn in vermont”)

 

 

 

 

canva_pal(“Icy blues and grays”)

 

 

 

 

canva_pal(“Birds and berries”)

 

 

 

 

canva_pal(“Day and night”)

 

 

 

 

canva_pal(“Stylish and retro”)

 

 

 

 

canva_pal(“Shades of citrus”)

 

 

 

 

canva_pal(“Sunset to dusk”)

 

 

 

 

canva_pal(“Bright and tropical”)

 

 

 

 

canva_pal(“Warm naturals”)

 

 

 

 

canva_pal(“Bold berries”)

 

 

 

 

canva_pal(“Summer sunflower”)

 

 

 

 

canva_pal(“Modern and crisp”)

 

 

 

 

canva_pal(“Timeless and nautical”)

 

 

 

 

canva_pal(“Neutral and versatile”)

 

 

 

 

canva_pal(“Cheerful brights”)

 

 

 

 

canva_pal(“Garden fresh”)

 

 

 

 

canva_pal(“Summer barbeque”)

 

 

 

 

canva_pal(“Berry blues”)

 

 

 

 

canva_pal(“Lemonade stand”)

 

 

 

 

canva_pal(“Serene and spa like”)

 

 

 

 

canva_pal(“Fun and tropical”)

 

 

 

 

canva_pal(“Spicy neutrals”)

 

 

 

 

canva_pal(“Pastels”)

 

 

 

 

canva_pal(“Bold and cultured”)

 

 

 

 

canva_pal(“Sunny citrus”)

 

 

 

 

canva_pal(“Crisp complementary colors”)

 

 

 

 

canva_pal(“Warm and rustic”)

 

 

 

 

canva_pal(“Neon night”)

 

 

 

 

canva_pal(“Jewel tones”)

 

 

 

 

canva_pal(“Polished and inviting”)

 

 

 

 

canva_pal(“Fresh greens”)

 

 

 

 

canva_pal(“Wintery reds”)

 

 

 

 

canva_pal(“Summer fiesta”)

 

 

 

 

canva_pal(“Chocolaty browns”)

 

 

 

 

canva_pal(“Naturally elegant”)

 

 

 

 

canva_pal(“Cozy and warm”)

 

 

 

 

canva_pal(“Violet sunset”)

 

 

 

 

canva_pal(“Strawberries and cream”)

 

 

 

 

canva_pal(“Grecian holiday”)

 

 

 

 

canva_pal(“Bold and basic”)

 

 

 

 

canva_pal(“Vineyard neutrals”)

 

 

 

 

canva_pal(“Modern and urban”)

 

 

 

 

canva_pal(“Misty greens”)

 

 

 

 

canva_pal(“Sunkissed village”)

 

 

 

 

canva_pal(“Sun and sky”)

 

 

 

 

canva_pal(“Aqua blues”)

 

 

 

 

canva_pal(“Urban oasis”)

 

 

 

 

canva_pal(“Candy coated brights”)

 

 

 

 

canva_pal(“Muted and antique”)

 

 

 

 

canva_pal(“Classy and timeless”)

 

 

 

 

canva_pal(“Cosmopolitan”)

 

 

 

 

canva_pal(“Cheerful and friendly”)

 

 

 

 

canva_pal(“Nightlife”)

 

 

 

 

canva_pal(“Coastal”)

 

 

 

 

canva_pal(“Maritime brights”)

 

 

 

 

canva_pal(“Vintage charm”)

 

 

 

 

canva_pal(“Understated and versatile”)

 

 

 

 

canva_pal(“Artic sunrise”)

 

 

 

 

canva_pal(“Mediterranean afternoon”)

 

 

 

 

canva_pal(“Hazy grays”)

 

 

 

 

canva_pal(“City sights”)

 

 

 

 

canva_pal(“Retro and relaxing”)

 

 

 

 

canva_pal(“Green fields”)

 

 

 

 

canva_pal(“Distintive and unexpected”)

 

 

 

 

canva_pal(“Sleek and modern”)

 

 

 

 

canva_pal(“Orange accent”)

 

 

 

 

canva_pal(“Beyond black and white”)

 

 

 

 

canva_pal(“Shabby chic neutrals”)

 

 

 

 

canva_pal(“Warm and cool”)

 

 

 

 

canva_pal(“Industrial and in control”)

 

 

 

 

canva_pal(“Autumn oranges and complemtentary neutrals”)

 

 

 

 

canva_pal(“Pool party”)

 

 

 

 

canva_pal(“Classic metallics”)

 

 

 

 

canva_pal(“Subtle and versatile”)

 

 

 

 

canva_pal(“Professional and traditional”)

 

 

 

 

canva_pal(“Light and natural”)

 

 

 

 

canva_pal(“Shadowy and dramatic”)

 

 

 

 

canva_pal(“Golden afternoon”)

 

 

 

 

canva_pal(“Dark and handsome”)

 

 

 

 

canva_pal(“Technology meets nature”)

 

 

 

 

canva_pal(“Cheerful blues and pink”)

 

 

 

 

canva_pal(“Exotic and high impact”)

 

 

 

 

canva_pal(“Back to school”)

 

 

 

 

canva_pal(“Bright and painterly”)

 

 

 

 

canva_pal(“Urban living”)

 

 

 

 

canva_pal(“1950s kitchen”)

 

 

 

 

canva_pal(“Smoky purples”)

 

 

 

 

canva_pal(“Trendy and metropolitan”)

 

 

 

 

canva_pal(“Fun and professional”)

 

 

 

 

canva_pal(“Art history inspired”)

 

 

 

 

canva_pal(“Muted tones”)

 

 

 

 

canva_pal(“Modern and clean”)

 

 

 

 

canva_pal(“Neon tones and sharp contrast”)

 

 

 

 

canva_pal(“Muted and minimal”)

 

 

 

 

canva_pal(“Warm and bold”)

 

 

 

 

canva_pal(“Clean and highlighted”)

 

 

 

 

canva_pal(“Warm tones”)

 

 

 

 

canva_pal(“Sharp and modern”)

 

 

 

 

canva_pal(“Cool vs warm”)

 

 

 

 

canva_pal(“Pretty pastels”)

 

 

 

 

canva_pal(“Bold and punchy”)

 

 

 

 

canva_pal(“Tints and tones”)

 

 

 

 

canva_pal(“Splash of color”)

 

 

 

 

canva_pal(“Elegant and sophisticated”)

 

 

 

 

canva_pal(“Summer inspired”)

 

 

 

 

canva_pal(“Professional and modern”)

 

 

 

 

canva_pal(“Bold blacks and vibrand highlights”)

 

 

 

 

canva_pal(“Clean gradient and fresh blues”)

 

 

 

 

canva_pal(“Cheerful and sleek”)

 

 

 

 

canva_pal(“Luxurious and modern”)

 

 

 

 

canva_pal(“Unique and striking”)

 

 

 

 

canva_pal(“Unexpected color combinations”)

 

 

 

 

canva_pal(“Retro inspired”)

 

 

 

 

canva_pal(“Antique and clean”)

 

 

 

 

canva_pal(“Striking and energetic”)

 

 

 

 

canva_pal(“Fresh and lively”)

 

 

 

 

canva_pal(“Clean and crisp”)

 

 

 

 

canva_pal(“Colorful without clashing”)

 

 

 

 

canva_pal(“Cool and calm”)

 

 

 

 

canva_pal(“Modern and muted”)

 

 

 

 

canva_pal(“Earthy and fresh”)

 

 

 

 

canva_pal(“High saturation and high energy”)

 

 

 

 

canva_pal(“Warm and wonderful”)

 

 

 

 

canva_pal(“Vintage charm 2”)

 

 

 

 

canva_pal(“Cool jewel tones”)

 

 

 

 

canva_pal(“Stormy hues”)

 

 

 

 

canva_pal(“Clean and collegiate”)

 

 

 

 

canva_pal(“Simple and fresh”)

 

 

 

 

canva_pal(“Tropical tones”)

 

 

 

 

canva_pal(“Bold feature colors”)

 

 

 

 

canva_pal(“Antique tones”)

 

 

 

 

canva_pal(“Neon and bold”)

 

 

 

 

canva_pal(“Simple but bold”)

 

 

 

 

canva_pal(“Corporate and sleek”)

 

 

 

 

canva_pal(“Modern and minimal”)

 

 

 

 

canva_pal(“Fun and cheerful”)

 

 

 

 

canva_pal(“Sunny and calm”)

 

 

 

 

canva_pal(“Pop art”)

 

 

 

 

Excel

excel_pal(line = TRUE)

 

 

 

 

 

 

 

excel_pal(line = FALSE)

 

 

 

 

 

 

 

excel_new_pal(“Atlas”)

 

 

 

 

 

 

excel_new_pal(“Badge”)

 

 

 

 

 

 

excel_new_pal(“Berlin”)

 

 

 

 

 

 

excel_new_pal(“Celestial”)

 

 

 

 

 

 

excel_new_pal(“Crop”)

 

 

 

 

 

 

excel_new_pal(“Depth”)

 

 

 

 

 

 

excel_new_pal(“Droplet”)

 

 

 

 

 

 

excel_new_pal(“Facet”)

 

 

 

 

 

 

excel_new_pal(“Feathered”)

 

 

 

 

 

 

excel_new_pal(“Gallery”)

 

 

 

 

 

 

excel_new_pal(“Headlines”)

 

 

 

 

 

 

excel_new_pal(“Integral”)

 

 

 

 

 

 

excel_new_pal(“Ion Boardroom”)

 

 

 

 

 

 

excel_new_pal(“Ion”)

 

 

 

 

 

 

excel_new_pal(“Madison”)

 

 

 

 

 

 

excel_new_pal(“Main Event”)

 

 

 

 

 

 

excel_new_pal(“Mesh”)

 

 

 

 

 

 

excel_new_pal(“Office”)

 

 

 

 

 

 

excel_new_pal(“Office 2013”)

 

 

 

 

 

 

excel_new_pal(“Organic”)

 

 

 

 

 

 

excel_new_pal(“Parallax”)

 

 

 

 

 

 

excel_new_pal(“Parcel”)

 

 

 

 

 

 

excel_new_pal(“Retrospect”)

 

 

 

 

 

 

excel_new_pal(“Savon”)

 

 

 

 

 

 

excel_new_pal(“Slice”)

 

 

 

 

 

 

excel_new_pal(“Vapor Trail”)

 

 

 

 

 

 

excel_new_pal(“View”)

 

 

 

 

 

 

excel_new_pal(“Wisp”)

 

 

 

 

 

 

excel_new_pal(“Wood Type”)

 

 

 

 

 

 

excel_new_pal(“Aspect”)

 

 

 

 

 

 

excel_new_pal(“Blue Green”)

 

 

 

 

 

 

excel_new_pal(“Blue II”)

 

 

 

 

 

 

excel_new_pal(“Blue Warm”)

 

 

 

 

 

 

excel_new_pal(“Blue”)

 

 

 

 

 

 

excel_new_pal(“Grayscale”)

 

 

 

 

 

 

excel_new_pal(“Green Yellow”)

 

 

 

 

 

 

excel_new_pal(“Green”)

 

 

 

 

 

 

excel_new_pal(“Marquee”)

 

 

 

 

 

 

excel_new_pal(“Median”)

 

 

 

 

 

 

excel_new_pal(“Office 2007”)

 

 

 

 

 

 

excel_new_pal(“Orange Red”)

 

 

 

 

 

 

excel_new_pal(“Orange”)

 

 

 

 

 

 

excel_new_pal(“Paper”)

 

 

 

 

 

 

excel_new_pal(“Red Orange”)

 

 

 

 

 

 

excel_new_pal(“Red Violet”)

 

 

 

 

 

 

excel_new_pal(“Red”)

 

 

 

 

 

 

excel_new_pal(“Slipstream”)

 

 

 

 

 

 

excel_new_pal(“Violet II”)

 

 

 

 

 

 

excel_new_pal(“Violet”)

 

 

 

 

 

 

excel_new_pal(“Yellow Orange”)

 

 

 

 

 

 

excel_new_pal(“Yellow”)

 

 

 

 

 

 

Few

few_pal(“Light”)

 

 

 

 

 

 

 

 

few_pal(“Medium”)

 

 

 

 

 

 

 

 

few_pal(“Dark”)

 

 

 

 

 

 

 

 

Highcharts

hc_pal(“default”)

 

 

 

 

 

 

 

 

 

 

hc_pal(“default_dark”)

 

 

 

 

 

 

 

 

 

 

hc_pal(“classic”)

 

 

 

 

 

 

 

 

 

 

hc_pal(“darkunica”)

 

 

 

 

 

 

 

 

 

 

 

hc_pal(“grid_light”)

 

 

 

 

 

 

 

 

 

 

 

hc_pal(“sand_signika”)

 

 

 

 

 

 

 

 

 

 

 

hc_pal(“high_contrast_light”)

 

 

 

 

 

 

 

 

 

 

hc_pal(“high_contrast_dark”)

 

 

 

 

 

 

 

 

 

 

hc_pal(“avocado”)

 

 

 

 

hc_pal(“sunset”)

 

 

 

 

Numbers

numbers_pal(“Blue Green”)

 

 

 

 

 

 

numbers_pal(“Blue Violet”)

 

 

 

 

 

 

numbers_pal(“Blue”)

 

 

 

 

 

 

numbers_pal(“Brown”)

 

 

 

 

 

 

numbers_pal(“Classic”)

 

 

 

 

 

 

numbers_pal(“Earth Tone”)

 

 

 

 

 

 

numbers_pal(“Gray”)

 

 

 

 

 

 

numbers_pal(“Green”)

 

 

 

 

 

 

numbers_pal(“Jade”)

 

 

 

 

 

 

numbers_pal(“Mid Century”)

 

 

 

 

 

 

numbers_pal(“Showroom”)

 

 

 

 

 

 

numbers_pal(“Spectrum”)

 

 

 

 

 

 

Solarized

solarized_pal(“yellow”)

 

 

 

 

 

 

 

 

solarized_pal(“orange”)

 

 

 

 

 

 

 

 

solarized_pal(“red”)

 

 

 

 

 

 

 

 

solarized_pal(“magenta”)

 

 

 

 

 

 

 

 

solarized_pal(“violet”)

 

 

 

 

 

 

 

 

solarized_pal(“blue”)

 

 

 

 

 

 

 

 

solarized_pal(“cyan”)

 

 

 

 

 

 

 

 

solarized_pal(“green”)

 

 

 

 

 

 

 

 

Stata

stata_pal(“s2color”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

stata_pal(“s1rcolor”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

stata_pal(“s1color”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

stata_pal(“mono”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

stata_pal(“stcolor”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

stata_pal(“economist”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Tableau — discrete

tableau_color_pal(“Tableau 10”)

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Tableau 20”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Color Blind”)

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Seattle Grays”)

 

 

 

 

 

tableau_color_pal(“Traffic”)

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Miller Stone”)

 

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Superfishel Stone”)

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Nuriel Stone”)

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Jewel Bright”)

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Summer”)

 

 

 

 

 

 

 

 

tableau_color_pal(“Winter”)

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Green-Orange-Teal”)

 

 

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Blue-Red-Brown”)

 

 

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Purple-Pink-Gray”)

 

 

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Hue Circle”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Classic 10”)

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Classic 10 Medium”)

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Classic 10 Light”)

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Classic 20”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Classic Gray 5”)

 

 

 

 

 

tableau_color_pal(“Classic Color Blind”)

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Classic Traffic Light”)

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Classic Purple-Gray 6”)

 

 

 

 

 

 

tableau_color_pal(“Classic Purple-Gray 12”)

 

 

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Classic Green-Orange 6”)

 

 

 

 

 

 

tableau_color_pal(“Classic Green-Orange 12”)

 

 

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Classic Blue-Red 6”)

 

 

 

 

 

 

tableau_color_pal(“Classic Blue-Red 12”)

 

 

 

 

 

 

 

 

 

 

 

 

tableau_color_pal(“Classic Cyclic”)

 

 

 

 

 

 

 

 

 

 

 

 

 

Tableau — diverging

tableau_div_gradient_pal(“Orange-Blue Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Red-Green Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Green-Blue Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Red-Blue Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Red-Black Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Gold-Purple Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Red-Green-Gold Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Sunset-Sunrise Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Orange-Blue-White Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Red-Green-White Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Green-Blue-White Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Red-Blue-White Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Red-Black-White Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Orange-Blue Light Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Temperature Diverging”)

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Red-Green”)

 

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Red-Blue”)

 

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Red-Black”)

 

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Area Red-Green”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Orange-Blue”)

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Green-Blue”)

 

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Red-White-Green”)

 

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Red-White-Black”)

 

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Orange-White-Blue”)

 

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Red-White-Black Light”)

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Orange-White-Blue Light”)

 

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Red-White-Green Light”)

 

 

 

 

 

 

 

 

 

 

 

tableau_div_gradient_pal(“Classic Red-Green Light”)

 

 

 

 

 

 

 

 

 

 

 

Tableau — sequential

tableau_seq_gradient_pal(“Blue-Green Sequential”)

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Blue Light”)

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Orange Light”)

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Blue”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Orange”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Green”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Red”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Purple”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Brown”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Gray”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Gray Warm”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Blue-Teal”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Orange-Gold”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Green-Gold”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Red-Gold”)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Classic Green”)

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Classic Gray”)

 

 

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Classic Blue”)

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Classic Red”)

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Classic Orange”)

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Classic Area Red”)

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Classic Area Green”)

 

 

 

 

 

 

 

 

 

 

 

tableau_seq_gradient_pal(“Classic Area Brown”)

 

 

 

 

 

 

 

 

 

 

 

Wall Street Journal

wsj_pal(“rgby”)

 

 

 

 

wsj_pal(“red_green”)

 

 

wsj_pal(“black_green”)

 

 

 

 

wsj_pal(“dem_rep”)

 

 

 

wsj_pal(“colors6”)

 

 

 

 

 

 

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