Altair Example

In reticulate: Interface to 'Python'

library(reticulate)

# py_install(c("altair", "vega_datasets", "pandas"))

```{python, altair.fig.width=800, altair.fig.height=300} import altair as alt from vega_datasets import data

source = data.movies.url

alt.Chart(source).mark_bar().encode( alt.X("IMDB_Rating:Q", bin=True), y='count()', )

## Compound charts

```{python}
import altair as alt
import pandas as pd

source = pd.DataFrame({
    'a': ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I'],
    'b': [28, 55, 43, 91, 81, 53, 19, 87, 52]
})

fig1 = alt.Chart(source).mark_bar().encode(
    x='a',
    y='b'
)
fig2 = alt.Chart(source).mark_bar().encode(
    x='a',
    y='b',
    color='b:N'
)
fig3 = alt.Chart(source).mark_bar().encode(
    x='a',
    y='b',
    color='a:N'
)

Compound Chart1

#| label: first
(fig1 | fig2).properties(title="This is the First Chart")

Compound Chart2

#| label: second
(fig2 | fig1).properties(title="This is the Second Chart")

Compound Chart3

#| label: third
(fig2 | fig1 | fig3).properties(title="This is the Third Chart")

reticulate documentation built on June 22, 2024, 9:36 a.m.