plotnine-col-layout.qmd

---
title: "Untitled"
format: html
jupyter: python3
---

```{python}
#| label: setup
#| include: false
import pandas as pd
from plotnine import ggplot, aes, geom_point, geom_smooth, scale_y_log10, scale_x_log10, theme_minimal, labs
from plotnine.data import msleep
```


```{python}
#| label: fig-sleep-total
#| fig-cap: 
#|   - "Sleep total versus body weight"
#|   - "Sleep total versus brain weight"
#| layout-ncol: 2
(ggplot(msleep, aes('sleep_total', 'bodywt')) + 
  geom_point(color="#ccc") + 
  geom_smooth(color="#4682B4") + 
  scale_y_log10() + 
  scale_x_log10() + 
  theme_minimal() + 
  labs(x="Total Sleep (hours)", y="Body Weight (kg)"))

(ggplot(msleep, aes('sleep_total', 'brainwt')) + 
  geom_point(color="#ccc") + 
  geom_smooth(color="#4682B4") + 
  scale_y_log10() + 
  scale_x_log10() + 
  theme_minimal() + 
  labs(x="Total Sleep (hours)", y="Brain Weight (kg)"))
```


```{python}
#| label: fig-sleep-total2
#| fig-cap: 
#|   - "Sleep total versus body weight"
#|   - "Sleep total versus brain weight"
#| layout-ncol: 2
p1 = (ggplot(msleep, aes('sleep_total', 'bodywt')) + 
  geom_point(color="#ccc") + 
  geom_smooth(color="#4682B4") + 
  scale_y_log10() + 
  scale_x_log10() + 
  theme_minimal() + 
  labs(x="Total Sleep (hours)", y="Body Weight (kg)"))

p2 = (ggplot(msleep, aes('sleep_total', 'brainwt')) + 
  geom_point(color="#ccc") + 
  geom_smooth(color="#4682B4") + 
  scale_y_log10() + 
  scale_x_log10() + 
  theme_minimal() + 
  labs(x="Total Sleep (hours)", y="Brain Weight (kg)"))

p1
p2
```

```{python}
#| label: fig-sleep-total3
#| fig-cap: 
#|   - "Sleep total versus body weight"
#|   - "Sleep total versus brain weight"
#| layout-ncol: 2
p1 = (ggplot(msleep, aes('sleep_total', 'bodywt')) + 
  geom_point(color="#ccc") + 
  geom_smooth(color="#4682B4") + 
  scale_y_log10() + 
  scale_x_log10() + 
  theme_minimal() + 
  labs(x="Total Sleep (hours)", y="Body Weight (kg)"))

p2 = (ggplot(msleep, aes('sleep_total', 'brainwt')) + 
  geom_point(color="#ccc") + 
  geom_smooth(color="#4682B4") + 
  scale_y_log10() + 
  scale_x_log10() + 
  theme_minimal() + 
  labs(x="Total Sleep (hours)", y="Brain Weight (kg)"))

p1
p2.draw()
```


```{python}
#| label: fig-sleep-total4
#| fig-cap: 
#|   - "Sleep total versus body weight"
#|   - "Sleep total versus brain weight"
#| layout-ncol: 2
p1 = (ggplot(msleep, aes('sleep_total', 'bodywt')) + 
  geom_point(color="#ccc") + 
  geom_smooth(color="#4682B4") + 
  scale_y_log10() + 
  scale_x_log10() + 
  theme_minimal() + 
  labs(x="Total Sleep (hours)", y="Body Weight (kg)"))

p2 = (ggplot(msleep, aes('sleep_total', 'brainwt')) + 
  geom_point(color="#ccc") + 
  geom_smooth(color="#4682B4") + 
  scale_y_log10() + 
  scale_x_log10() + 
  theme_minimal() + 
  labs(x="Total Sleep (hours)", y="Brain Weight (kg)"))

p1.draw()
p2.draw()
```