Each data point becomes a clickable hotspot that can open a linked file (image, video, HTML page, PDF, etc.) in a new browser tab or in an optional side preview panel.

Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.

These are my go-to libraries for Python data crunching.

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