plotnine-prism 0.1.0

Prism themes for plotnine, inspired by ggprism

plotnine-prism

Prism themes for plotnine, inspired by ggprism.

Installation

pip install -U plotnine-prism

Documentation

https://pwwang.github.io/plotnine-prism

Usage

See this notebook for the following example, and also Getting started for a quick overview of plotnine_prism features.

from plotnine import *
from plotnine_prism import *

from datar.all import f, as_categorical, mutate
from datar.datasets import ToothGrowth

ToothGrowth >>= mutate(dose=as_categorical(f.dose))

base = (
    ggplot(ToothGrowth, aes(x = "dose", y = "len")) +
    geom_violin(aes(colour = "dose", fill = "dose"), trim = False) +
    geom_boxplot(aes(fill = "dose"), width = 0.2, colour = "black")
)

p1 = base + ylim(-5, 40)
p2 = (
    base +
    scale_y_continuous(limits=[-5, 40], guide=guide_prism_offset_minor()) +
    scale_color_prism('floral') +
    scale_fill_prism('floral') +
    theme_prism()
)
# See examples/nb_helpers.py for plot_grid function
# plot_grid(p1, p2)

More examples

The Dose Response Curve was recreated. See this vignette for the source code and step-by-step instructions.