Flipping Coordinates

import pandas as pd

from lets_plot import *

LetsPlot.setup_html()

df = pd.read_csv("https://raw.githubusercontent.com/JetBrains/lets-plot-docs/master/data/mpg.csv")
print(df.shape)
df.head()

(234, 12)

	Unnamed: 0	manufacturer	model	displ	year	cyl	trans	drv	cty	hwy	fl	class
0	1	audi	a4	1.8	1999	4	auto(l5)	f	18	29	p	compact
1	2	audi	a4	1.8	1999	4	manual(m5)	f	21	29	p	compact
2	3	audi	a4	2.0	2008	4	manual(m6)	f	20	31	p	compact
3	4	audi	a4	2.0	2008	4	auto(av)	f	21	30	p	compact
4	5	audi	a4	2.8	1999	6	auto(l5)	f	16	26	p	compact

coord_flip()

p = ggplot(df) + theme(axis_title_x='blank')

box_plot = p + \
           geom_boxplot(aes(as_discrete("class", order=1, order_by="..middle.."), "hwy"),
                        color="#579673", fill="#9ac0b3", size=1.5) + \
           ggsize(700, 300)
box_plot + ggtitle("Default")

box_plot + ggtitle("Flipped") + coord_flip()

bar_plot = p + \
           geom_bar(aes(as_discrete("manufacturer", order_by="..count.."), fill="class", color="class"),
                    size=1.5, alpha=0.7, width=0.7) + \
           ggsize(800, 300)
bar_plot + ggtitle("Default")

bar_plot + ggtitle("Flipped") + coord_flip()

Parameter flip

point_plot = ggplot(df) + \
    geom_point(aes("displ", "hwy", fill="class"),
               alpha=.5, shape=21,
               position=position_jitter(width=.2, height=.2, seed=42))
point_plot + coord_fixed(ratio=.1) + ggtitle("coord_fixed()")

point_plot + coord_fixed(ratio=10, flip=True) + ggtitle("coord_fixed(flip=True)")