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4.1.0rc3
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python/plotly-express.md

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name: python
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nbconvert_exporter: python
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pygments_lexer: ipython3
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version: 3.6.7
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version: 3.7.3
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plotly:
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description: Plotly Express is a terse, consistent, high-level API for rapid data
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exploration and figure generation.
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```python
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import plotly.express as px
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tips = px.data.tips()
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fig = px.scatter(tips, x="total_bill", y="tip", color="size", facet_col="sex",
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color_continuous_scale=px.colors.sequential.Viridis, render_mode="webgl")
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fig = px.scatter(tips, x="total_bill", y="tip", color="size", facet_row="sex",
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color_continuous_scale=px.colors.sequential.Viridis, render_mode="webgl", marginal_y='histogram')
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fig.show()
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```
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```python
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import plotly.express as px
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iris = px.data.iris()
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fig = px.density_contour(iris, x="sepal_width", y="sepal_length", color="species", marginal_x="rug", marginal_y="histogram")
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fig = px.density_contour(iris, x="sepal_width", y="sepal_length", color="species", marginal_x="rug", marginal_y=None)
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fig.show()
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```
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requirements.txt

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plotly==4.1.0rc2
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plotly==4.1.0rc3
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jupytext==1.1.1
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jupyter
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notebook

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