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React Charts - Real Time Updates

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Explore real time update capabilities

Build dynamic and responsive data visualizations with real-time update capabilities. React Charts supports replacing datasets, streaming new data points, removing outdated values, and preserving interactive features during updates. This enables users to monitor live data, track changing trends, and explore continuously evolving datasets without disrupting the chart experience.

React Charts full dataset refresh without recreating the chart

Replace datasets for real-time updates

Replace a complete dataset without recreating the chart or resetting its configuration. The chart receives the latest values while retaining its configured appearance and interactions. Use this when a scheduled process or data source provides a refreshed dataset.

Learn more about dynamic data updates

React Charts adding new data points to streaming live visualizations

Add points with data streaming

Add data points as new values arrive without recreating the chart. The series extends with each incoming value while users continue viewing the existing data. Use this when showing live feeds, streaming metrics, or continuously measured values.

Learn more about adding data points

React Charts removing outdated data points for rolling data windows

Remove points from rolling windows

Remove older points while retaining the most recent values in a rolling data window. This limits the displayed time range and keeps the chart focused on current measurements. Use this when displaying live, time-based, or streaming datasets with a defined retention period.

Learn more about live, rolling-window charts

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Frequently Asked Questions

Real-time updates keep charts synchronized with changing data without requiring a chart refresh or recreation. New values can be added, removed, or replaced while preserving the existing visualization and configuration.

Data streaming allows charts to add, replace, or remove values while data changes. Existing chart interactions and visual state are preserved during updates.

React Charts real-time updates retain tooltips, zooming, panning, and selection while React Charts data streaming adds or removes values.

Real-time updates are useful when charts receive continuously changing data from sensors, monitoring systems, business applications, telemetry feeds, or financial data streams.

Yes. Real-time updates are designed for continuously changing datasets while maintaining interactive chart behavior and responsive user experiences.

React Charts real-time updates can remove older points automatically or selectively. This keeps React real-time data visualization focused on the configured time window.

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