[](https://mybinder.org/v2/gh/uber/deck.gl/binder)
[](https://pydeck.gl)
[](https://anaconda.org/conda-forge/pydeck)
[](https://pepy.tech/project/pydeck/week)
# pydeck: Large-scale interactive data visualization in Python
[](https://pydeck.gl/)
The pydeck library is a set of Python bindings for making spatial visualizations with [deck.gl](https://deck.gl),
optimized for a Jupyter environment. To get started, __[see the documentation](https://pydeck.gl/)__.
__[To install pydeck, see the instructions here](https://pydeck.gl/installation.html)__.
For __interactive demos__, click the binder logo below:
[](https://mybinder.org/v2/gh/uber/deck.gl/binder)
## Sample code
The following code renders a visualization similar to the one above in a Jupyter notebook:
```python
import pydeck as pdk
# 2014 locations of car accidents in the UK
UK_ACCIDENTS_DATA = ('https://raw.githubusercontent.com/uber-common/'
'deck.gl-data/master/examples/3d-heatmap/heatmap-data.csv')
# Define a layer to display on a map
layer = pdk.Layer(
'HexagonLayer',
UK_ACCIDENTS_DATA,
get_position=['lng', 'lat'],
auto_highlight=True,
elevation_scale=50,
pickable=True,
elevation_range=[0, 3000],
extruded=True,
coverage=1)
# Set the viewport location
view_state = pdk.ViewState(
longitude=-1.415,
latitude=52.2323,
zoom=6,
min_zoom=5,
max_zoom=15,
pitch=40.5,
bearing=-27.36)
# Render
r = pdk.Deck(layers=[layer], initial_view_state=view_state)
r.to_html('demo.html')
```
If you're developing outside a Jupyter environment, you can run:
```python
r.to_html('demo.html', notebook_display=False)
```
__[See the gallery for more examples.](https://pydeck.gl/#gallery)__
### Issues and contributing
If you encounter an issue, file it in the [deck.gl issues page](https://github.com/visgl/deck.gl/issues/new?assignees=&labels=question&template=question.md&title=)
and include your browser's console output, if any.
If you'd like to contribute to pydeck, please follow the [deck.gl contribution guidelines](https://github.com/visgl/deck.gl/blob/master/CONTRIBUTING.md)
and the [pydeck development installation instructions](https://pydeck.gl/installation.html#development-notes).
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