Jupyter ScatterAn Interactive Scatter Plot Widget

Explore datasets with millions of data points with ease in Jupyter, Marimo, and Colab.

Interactive

Pan, zoom, and select data points interactively with your mouse or through the Python API.

Plot up to several millions data points smoothly thanks to WebGL rendering.

Synchronize the view, hover, and selection across multiple scatter plot instances.

Rely on Jupyter Scatter to choose perceptually effective point colors and opacity by default.

Enjoy a readable API that integrates deeply with Pandas DataFrames.

Use Jupyter Scatter in your own widgets by observing its traitlets.

In this talk you'll learn how to use Jupyter Scatter for exploring large-scale datasets using geospatial, single-cell, image, and text embeddings.