> For the complete documentation index, see [llms.txt](https://docs.labii.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.labii.com/widgets/section-widgets/report/data-driven-charts.md).

# Data Driven Charts

## Overview

The Data Driven Charts category provides powerful section widgets that automatically transform your table data into interactive visualizations directly within experimental records and sections. These widgets connect to existing table columns to generate charts based on categorical distributions or numeric relationships, eliminating the need for manual data entry or external graphing tools. Whether you're analyzing sample distributions across treatment groups, plotting dose-response curves with regression analysis, or tracking numeric trends over time, these tools provide flexible, real-time visualizations that update as your data evolves. By embedding data-driven charts within your laboratory workflows, you can accelerate data interpretation, support scientific decision-making, and enhance experimental documentation with publication-ready visualizations.

## Widgets

* [Chart By Category X](/widgets/section-widgets/report/data-driven-charts/chart-by-category-x.md) - Visualize categorical data distributions with customizable aggregation methods and flexible sorting for group comparisons
* [Chart By Numeric X](/widgets/section-widgets/report/data-driven-charts/chart-by-numeric-x.md) - Create scatter plots and trend lines with R-squared regression analysis for exploring numeric relationships
* [Composed Chart By Category X](/widgets/section-widgets/report/data-driven-charts/composed-chart-by-category-x.md) - Combine multiple categorical data series with per-series chart types, dual Y axes, and flexible aggregation in one chart