Created by Meng Li

Master These 5 Advanced Visualization Charts

Top 5 Python Data Visualization Techniques You Probably Aren’t Using

Discover Underutilized Visualization Methods to Unlock Deeper Insights from Your Data

Top Python Libraries
5 min readJul 11, 2024

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Mastering these five advanced visualization charts will make data visualization easy. These libraries complement each other to maximize data expression.

1. Chord Diagram

The Chord Diagram creatively shows complex relationships between data points. Nodes are arranged around a circle, connected by arcs. The arc lengths reflect connection values, and their thickness indicates relationship importance. Colors categorize data, making comparison easy. Widely used in various fields, especially in visualizing genetic data.

Here’s an example using Holoviews & Bokeh to create a chord diagram showing trade relationships between five countries.

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Meng Li
Top Python Libraries

⭐️Editor of Follower Booster Hub, Top Python Libraries⭐️AI Engineer, I share AI insights at https://aidisruption.substack.com/.