#!/usr/bin/env python
# coding: utf-8

# In[1]:


import pandas as pd

from lets_plot import *


# In[2]:


LetsPlot.setup_html()


# In[3]:


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


# In[4]:


p = ggplot(df, aes("cty", "hwy", color="drv")) + geom_point()


# In[5]:


gggrid([
    p + ggtitle("theme_minimal2() - the default"),
    p + theme_void() + ggtitle("theme_void()"),
    p + theme_grey() + ggtitle("theme_grey()"),
    p + theme_bw() + ggtitle("theme_bw()"),
    p + theme_light() + ggtitle("theme_light()"),
    p + theme_classic() + ggtitle("theme_classic()"),
    p + theme_minimal() + ggtitle("theme_minimal()"),
], ncol=3)


# In[6]:


pf = p + facet_grid(x="drv")


# In[7]:


gggrid([
    pf + ggtitle("theme_minimal2() - the default"),
    pf + theme_void() + ggtitle("theme_void()"),
    pf + theme_grey() + ggtitle("theme_grey()"),
    pf + theme_bw() + ggtitle("theme_bw()"),
    pf + theme_light() + ggtitle("theme_light()"),
    pf + theme_classic() + ggtitle("theme_classic()"),
    pf + theme_minimal() + ggtitle("theme_minimal()"),
], ncol=1)