Metric Correlations can help you find potential root causes for an observed issue by searching for other metrics that exhibited irregular behavior around the same time. Correlations scans your metrics from different sources such as dashboards, integrations, APM, and custom metrics.
You can start your metric correlations exploration from any of your dashboards, notebooks, APM, Watchdog stories, or monitor status pages.
- Left click on any graph and select Find correlated metrics.
- From a full-screen graph, click the Correlations tab.
- Correlations tries to automatically detect the area of interest (anomalous behavior) for your metric.
- If the area of interest is not selected automatically or needs adjustment, you can manually draw the area of interest from the edit search option.
- Datadog searches for other metrics that exhibited anomalous behavior in a time aligned with the area of interest.
Note: Correlation searches are available for a single metric. For graphs with multiple metrics, select the series of interest. From a full-screen graph, select one series on the graph legend, then click the Correlations tab.
You can customize the default search parameters by clicking the Edit Search button, or by clicking on the graph.
- Click and drag on the graph to set the timeframe for your correlations search. If an area is already selected (pink box), you can move or resize the selection.
- Define the sources you want correlations to search from (APM services, integrations, dashboards, or custom metrics).
Custom select from specific categories. For custom metrics, at least one selection is required.
- Custom metrics is the only category not selected by default. Choose metric namespaces or single metrics to search correlations upon.
- Use the tag filter box to scope the search by a tag.
A list of search results is displayed below the search graph with the following:
- Type: A graphic representing the source type (APM service, integration, dashboard, or custom metric).
- Source: The name of the source for the correlated metrics.
- Correlations: The number of correlated metrics found.
- Preview: A preview graph of the correlated metrics.
As results load, you can explore the details without waiting for all results. When the search is finished, the message “Search completed!” appears.
Select a row from the results list to investigate the details.
- Similar to dashboards, hovering over a graph creates a time-synced line on all other graphs.
- To view all sources, remove the filter in the menu.
- Sources for each metric are linked by name. For example, dashboard names link to the dashboard.
- Use the export icon to export the graph to a dashboard, notebook, or copy the query.
Additional helpful documentation, links, and articles: