Bokeh
Bokeh is an interactive data visualization library for Python that targets modern web browsers for presentation. It offers elegant, concise construction of versatile graphics, and affords high-performance interactivity over large or streaming datasets.
python
data-visualization
interactive
graphics
web-browser
Bokeh: Interactive Data Visualization Library
Bokeh is an interactive data visualization library for Python that targets modern web browsers for presentation. It offers elegant, concise construction of versatile graphics, and affords high-performance interactivity over large or streaming datasets.
What is Bokeh?
Bokeh is an open-source Python library for creating interactive data visualizations for modern web browsers. It allows users to quickly construct versatile and high-performance graphics from simple plots to complex dashboards. Some key features of Bokeh include:
- Integration with common Python data science libraries like NumPy, Pandas, Scikit-Learn for easy data analysis and manipulation
- A clean, elegant syntax focused on clarity and simplicity
- The ability to add rich, dynamic, user-driven interactivity to visualizations like hovering, panning, zooming etc.
- Support for streaming large datasets to power real-time dashboards
- Flexible output options - can generate standalone HTML/JavaScript files or interactive Jupyter notebook widgets
- Style customization through themes and templates
- Built-in widgets and tools for adding UI elements like sliders, dropdowns etc.
Overall, Bokeh strikes a good balance between simplicity, customizability and performance for web-based visualization needs ranging from exploratory analysis to production dashboards.
Bokeh Features
Features
- Interactive data visualization
- Supports streaming data
- Python library
- Targets modern web browsers
- Elegant and concise graphics
- High-performance interactivity
- Can handle large datasets
Pricing
- Open Source
Pros
Very flexible and customizable visualizations
Integrates well with other Python data tools like NumPy and Pandas
Open source and free
Good performance even with large datasets
Nice web-based interface for sharing visualizations
Cons
Steeper learning curve than some visualization libraries
Visualizations can be more complex to build
Limited built-in statistical analysis features
Requires knowledge of Python and web development
Not as simple as drag-and-drop visualization builders
Official Links
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