Charts

The datachart.charts module of the datachart package provides various chart types to create data visualizations. The module is designed to be highly customizable and easy to use.

It offers a wide range of chart types, including line charts, bar charts, histograms, and more. The module allows users to customize the look and feel of their charts by providing attributes to control the colors, labels, and titles of the charts. The module also includes methods to create subplots, i.e., to display multiple charts in the same figure. This makes it easy to compare different data sets and highlight the details of each chart.

Trends and Comparisons

Values along an axis or across categories: how a quantity moves and how the categories compare.

Chart	Description
Line Chart	The showcase of the line chart.
Stacked Area Chart	The showcase of the stacked area chart.
Bar Chart	The showcase of the bar chart.
Pyramid Chart	The showcase of the pyramid chart.
Radial Chart	The showcase of the radial chart.

Distributions

The spread of the values within each group, from a binned summary to every observation.

Chart	Description
Histogram	The showcase of the histogram.
Box Plot	The showcase of the box plot.
Violin Plot	The showcase of the violin plot.
Swarm Plot	The showcase of the swarm plot.
Raincloud Plot	The showcase of the raincloud plot.

Relationships

How two or more variables relate to each other.

Chart	Description
Scatter Chart	The showcase of the scatter chart.
Heatmap	The showcase of the heatmap.
Contour Chart	The showcase of the contour chart.
Hexbin Chart	The showcase of the hexbin chart.
Parallel Coordinates	The showcase of the parallel coordinates.

Flows

How a quantity moves between categories: where it comes from and where it goes.

Chart	Description
Sankey Chart	The showcase of the Sankey chart.

Composition

Here are some utility functions, that could help you.

Utility	Description
Panel	How to overlay multiple charts in one plot.
Grid Layout	How to combine multiple charts in a grid.