9 Hidden Data Visualization Tricks to Transform Your Visuals using Plotly library in Python

Data & AI with Mukundan | Learn AI by Building por Mukundan Sankar – Practical AI & Analytics

Notas del episodio

Key Takeaways:

1. Why Plotly is a Game-Changer

  • Unlike Matplotlib or Seaborn, Plotly offers interactive and dynamic visualizations that are perfect for storytelling.
  • Unlock powerful features that go beyond basic bar charts or scatter plots.

2. 9 Hidden Plotly Tricks:

  • Custom Pairwise Correlation Matrix: Add annotations and custom color scales for deeper insights.
  • Dynamic Data Highlighting: Like Excel, conditional formatting but on steroids.
  • Density Contours: Visualize class distribution and clustering with ease.
  • Faceted Histograms: Compare subgroups in a single view.
  • Threshold Lines: Emphasize decision boundaries effectively.
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DataData ScienceMachine LearningToolsData AnalyticsTechnologyPythonData Visualization