A practical guide to creating consistent visualisations in Seaborn using the new seaborn.objects API. This notebook demonstrates how to maintain visual consistency across your data visualisations with minimal effort.
Open Notebook here:
This interactive notebook provides a complete walkthrough with working examples you can run and modify immediately.
- Demonstration of Seaborn's theme presets and colour palettes
- Global theme setup for consistent visualisations
- Practical tips for choosing appropriate colour palettes
- Step-by-step code examples demonstrating presets and colour palettes
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Context Settings
- Paper, Notebook, Talk, and Poster presets
- Scale adjustments for different presentation contexts
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Style Presets
- Available options from decorated to minimal
- Visual examples of each style
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Font Configuration
- Cross-platform compatible font families
- Font scaling techniques
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Colour Systems
- Understanding categorical, sequential, and diverging palettes
- Guidelines for choosing appropriate colour schemes
- Examples of discrete steps vs. continuous gradients
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Practical Examples
- Real-world applications
- Complete theme setup demonstration