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Fluent Grammar-of-Graphics in Python

Project description

Chiaro

CI

A Grammar of Graphics charting library for Python, built on top of Bokeh.

Features

  • Grammar of Graphics: Intuitive, layered approach to building visualizations
  • Bokeh Backend: Leverage Bokeh's interactive capabilities
  • Multiple Data Backends: Works with pandas, polars, and more via narwhals
  • Express API: Quick plots with sensible defaults

Quick Example

import chiaro as cha

# Basic scatter plot
chart = (
    cha.Chart(data)
    .geom_point()
    .dims(x="height", y="weight", color="species")
    .labels(title="My Plot")
)

# Or use express API
import chiaro.express as cx

cx.scatter(data, x="height", y="weight", color="species")

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