In [1]:

import pandas as pd
from lets_plot import *

LetsPlot.setup_html()

In [2]:

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

Out[2]:

	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
...	...	...	...	...	...	...	...	...	...	...	...	...
229	230	volkswagen	passat	2.0	2008	4	auto(s6)	f	19	28	p	midsize
230	231	volkswagen	passat	2.0	2008	4	manual(m6)	f	21	29	p	midsize
231	232	volkswagen	passat	2.8	1999	6	auto(l5)	f	16	26	p	midsize
232	233	volkswagen	passat	2.8	1999	6	manual(m5)	f	18	26	p	midsize
233	234	volkswagen	passat	3.6	2008	6	auto(s6)	f	17	26	p	midsize

234 rows × 12 columns

In [3]:

p = ggplot(mpg_df, aes("cty","hwy", color='drv')) + \
    geom_point(tooltips=layer_tooltips().line('@manufacturer @model'))

In [4]:

p2 = p + facet_grid(y="drv")

In [5]:

w, h = 600, 400

def themeWithFlavor(plot, theme, title):
    bunch = GGBunch()
    bunch.add_plot(plot + theme + ggtitle(title), 0, 0, w, h) 
    bunch.add_plot(plot + theme + flavor_darcula()+ ggtitle("darcula"), w, 0, w, h) 
    bunch.add_plot(plot + theme + flavor_solarized_light()+ ggtitle("solarized_light"), 0, h, w, h) 
    bunch.add_plot(plot + theme + flavor_solarized_dark()+ ggtitle("solarized_dark"), w, h, w, h) 
    bunch.add_plot(plot + theme + flavor_high_contrast_light()+ ggtitle("high_contrast_light"), 0, h*2, w, h) 
    bunch.add_plot(plot + theme + flavor_high_contrast_dark()+ ggtitle("high_contrast_dark"), w, h*2, w, h) 
    bunch.show()

In [6]:

themeWithFlavor(p, theme_minimal2(), "minimal2")

In [7]:

themeWithFlavor(p2, theme_minimal2(), "minimal2 + facet_grid")

In [8]:

themeWithFlavor(p, theme_minimal(), "minimal")

In [9]:

themeWithFlavor(p2, theme_minimal(), "minimal + facet_grid")

In [10]:

themeWithFlavor(p, theme_classic(), "classic")

In [11]:

themeWithFlavor(p2, theme_classic(), "classic + facet_grid")

In [12]:

themeWithFlavor(p, theme_light(), "light")

In [13]:

themeWithFlavor(p2, theme_light(), "light + facet_grid")

In [14]:

themeWithFlavor(p, theme_grey(), "grey")