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# Pandas Bokeh | ||
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**Pandas Bokeh** provides a [Bokeh](https://bokeh.pydata.org/en/latest/) plotting backend for [Pandas](https://pandas.pydata.org/) and [GeoPandas](http://geopandas.org/), similar to the already existing [Visualization](https://pandas.pydata.org/pandas-docs/stable/visualization.html) feature of Pandas. Importing the library adds a complementary plotting method ***plot_bokeh()*** on **DataFrames** and **Series**. It also has native plotting backend support for Pandas >= 0.25. | ||
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For more information and examples have a look at the [Github Repository](https://github.com/PatrikHlobil/Pandas-Bokeh). | ||
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--- | ||
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## Installation | ||
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You can install **Pandas Bokeh** from *PyPI* via **pip**: | ||
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pip install pandas-bokeh | ||
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or *conda*: | ||
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conda install -c patrikhlobil pandas-bokeh | ||
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**Pandas Bokeh** is officially supported on Python 3.5 and above. | ||
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--- | ||
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## Description | ||
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With **Pandas Bokeh**, creating stunning, interactive, HTML-based visualization is as easy as calling: | ||
```python | ||
df.plot_bokeh() | ||
``` | ||
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The following plot types are supported: | ||
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* line | ||
* step | ||
* point | ||
* scatter | ||
* bar | ||
* histogram | ||
* area | ||
* pie | ||
* mapplot | ||
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<br> | ||
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Furthermore, also **GeoPandas** and **Pyspark** have a new plotting backend as can be seen in the provided [examples](https://github.com/PatrikHlobil/Pandas-Bokeh#geoplots). | ||
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<br> | ||
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**Pandas Bokeh** is a high-level API for **Bokeh** on top of **Pandas** and **GeoPandas** that tries to figure out best, what the user wants to plot. Nevertheless, there are many options for customizing the plots, for example: | ||
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* **figsize**: Choose width & height of the plot | ||
* **title**: Sets title of the plot | ||
* **xlim**/**ylim**: Set visible range of plot for x- and y-axis (also works for *datetime x-axis*) | ||
* **xlabel**/**ylabel**: Set x- and y-labels | ||
* **logx**/**logy**: Set log-scale on x-/y-axis | ||
* **xticks**/**yticks**: Explicitly set the ticks on the axes | ||
* **colormap**: Defines the colors to plot. Can be either a list of colors or the name of a [Bokeh color palette](https://bokeh.pydata.org/en/latest/docs/reference/palettes.html) | ||
* **hovertool_string**: For customization of hovertool content | ||
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Each plot type like scatterplot or histogram further has many more additional customization options that is described [here](https://github.com/PatrikHlobil/Pandas-Bokeh). |
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