lets-plot 4.0.0

An open source library for statistical plotting

Lets-Plot

Lets-Plot is an open-source plotting library for statistical data.

The design of Lets-Plot library is heavily influenced by Leland Wilkinson work The Grammar of Graphics describing the deep features that underlie all statistical graphics.

This grammar [...] is made up of a set of independent components that can be composed in many different ways. This makes [it] very powerful because you are not limited to a set of pre-specified graphics, but you can create new graphics that are precisely tailored for your problem.

• Hadley Wickham, "ggplot2: Elegant Graphics for Data Analysis"

We provide ggplot2-like plotting API for Python and Kotlin users.

Lets-Plot for Python

A bridge between R (ggplot2) and Python data visualization.

To learn more: lets-plot.org.

Lets-Plot for Kotlin

Lets-Plot for Kotlin adds plotting capabilities to scientific notebooks built on the Jupyter Kotlin Kernel.

You can use this API to embed charts into Kotlin/JVM and Kotlin/JS applications as well.

Lets-Plot for Kotlin at GitHub: https://github.com/JetBrains/lets-plot-kotlin.

"Lets-Plot in SciView" plugin

Scientific mode in PyCharm and in IntelliJ IDEA provides support for interactive scientific computing and data visualization.

Lets-Plot in SciView plugin adds support for interactive plotting to IntelliJ-based IDEs with the Scientific mode enabled.

Note: The Scientific mode is NOT available in communinty editions of JetBrains IDEs.

Also read:

• Scientific mode in PyCharm
• Scientific mode in IntelliJ IDEA

What is new in 4.0.0

The major version was bumped to 4 due to a major package refactoring that the project has undergone.
This refactoring doesn't affect the Python API, however, as a result of package names changed,
Lets-Plot v4.0.0 is partially incompatible with Lets-Plot Kotlin API versions 4.4.1 and earlier.

A Number of Geometry Defaults Changed

• The default qualitative color palette is now Color Brewer "Set1" (was "Set2").
• Slightly bigger default size of points and width of lines.
• Flavor-aware default colors for points, lines etc.

See: example notebook.

• Size of points is slightly adjusted to match the width of a line of the same "size".

Support for Variadic Line Width and/or Color in geom_line() and geom_path()

See: example notebook.

Parameter "size_unit" in geom_pie()

A way to specify size of the pie in units relative to the plot size.

See: example notebook.

Stroke and Spacers in geom_pie()

See: example notebook.

New theme_void(), Geometries and Statistics

• theme_void(): example.
• geom_function(): example.
• stat_ecdf(): example.
• stat_summary(): example.
• stat_summary_bin(): example.
• "sum" statistic: example.
• "boxplot_outlier" statistic: example.

Change Log

See CHANGELOG.md for other changes and fixes.

Code of Conduct

This project and the corresponding community are governed by the JetBrains Open Source and Community Code of Conduct. Please make sure you read it.

License

Code and documentation released under the MIT license. Copyright © 2019-2023, JetBrains s.r.o.