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- The tutorials of the [plotly.py documentation](https://plot.ly/python/) are
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now in the main [plotly.py Github repository](https://github.com/plotly/plotly.py). Contributions in order to improve or extend the documentation are very welcome!
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-`plotly.express` generated plots no longer have a default height of 600 pixels, instead they inherit the default height of regular figures [#1990](https://github.com/plotly/plotly.py/pull/1990). Note that the `height` argument to each `plotly.express` function can be set to 600 to restore the legacy behavior.
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### Fixed
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- Fixed a plotly.express input bug when using data frame indices[#1934](https://github.com/plotly/plotly.py/pull/1934)
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- Fixed how to display facet labels with plotly express [#1966](https://github.com/plotly/plotly.py/pull/1966)
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- Fixed a bug to use correctly the `zmin/zmax` parameter in `px.imshow` for single-channel images [#1981](https://github.com/plotly/plotly.py/pull/1981)
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- Clipped docstring width for better display in Jupyterlab [#1939](https://github.com/plotly/plotly.py/pull/1939). Thank you @joelostblom!
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- Fixed a bug in the case of external orca server [#1915](https://github.com/plotly/plotly.py/pull/1915) thank you @dev-dsp!
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### Added
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- Extended the plotly.express functional API with .. new functions: `px.pie`,
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`px.sunburst`, `px.treemap`, `px.funnel`, and `px.funnelarea` ([#1909](https://github.com/plotly/plotly.py/pull/1909)) `px.density_mapbox` and
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`px.choropleth_mapbox`[#1937](https://github.com/plotly/plotly.py/pull/1937). Also, all mapbox functions in plotly.express have new arguments `center` and `mapbox_style`[#1937](https://github.com/plotly/plotly.py/pull/1937).
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- plotly.express polar plots (`scatter_polar`, `line_polar`, `bar_polar`) now
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have a `range_theta` keyword argument for representing only an angular
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