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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 React Charts supports replacing datasets, streaming new data points, removing outdated values, and preserving interactive features during updates.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.

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.

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.

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.
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Frequently Asked Questions
How do React Charts real-time updates keep live data charts current?
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.
How do React Charts real-time updates handle data streaming?
Data streaming allows charts to add, replace, or remove values while data changes. Existing chart interactions and visual state are preserved during updates.
Which interactions remain available during React Charts real-time updates?
React Charts real-time updates retain tooltips, zooming, panning, and selection while React Charts data streaming adds or removes values.
When are React Charts real-time updates with data streaming useful?
Real-time updates are useful when charts receive continuously changing data from sensors, monitoring systems, business applications, telemetry feeds, or financial data streams.
Can React Charts real-time updates keep large live data charts responsive?
Yes. Real-time updates are designed for continuously changing datasets while maintaining interactive chart behavior and responsive user experiences.
How do React Charts real-time updates manage older points?
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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