> For the complete documentation index, see [llms.txt](https://gautamnaik1994.gitbook.io/snippets/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://gautamnaik1994.gitbook.io/snippets/data-science/jupyter-notebooks.md).

# Jupyter notebooks

## Tips for Jupyter notebooks

### Show multiple outputs

By default, Jupyter notebooks display one output per cell. To display multiple outputs, use:

```python
from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity = "all"
```

To print multiple variables on one line, separate their names with commas.

### Alert boxes

```markdown
<div class="alert alert-danger">
    <b> Danger </b> Danger alert box.
</div>
```

### Run SQL queries

Use the JupySQL plugin:

[JupySQL GitHub repository](https://github.com/ploomber/jupysql)

{% embed url="<https://jupysql.ploomber.io/en/latest/quick-start.html>" %}

### Print Markdown in a Jupyter notebook

```python
from IPython.display import Markdown, display

display(Markdown('**bold**'))
```