Dashboard tabs
Get a pre-built monitoring Dashboard using templates.
Pre-built Tabs
Dashboard templates are available in the Evidently Cloud and Enterprise.
These are preset combination of monitoring Panels, so you don’t have to add them one by one.
To add a Tab:
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Enter the “Edit” mode by clicking on the top right corner of the Dashboard.
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Click on the “Add tab” button.
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Choose a template Tab in the dropdown.
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Optionally, give a custom name to the Tab.
To delete a Tab, click on “edit Tabs” sign next to their names, and choose which one to delete.
Available Tabs
You have the following options:
Template | Description | Data source |
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Descriptors | Shows the results of text evaluations over time. | TextEvals() , or individual Metrics over text descriptors. |
Columns | Plots column distributions over time for categorical and numerical columns. | DataSumaryPreset() or ValueStats() for individual columns. |
Data Quality | Shows dataset quality metrics (e.g., missing values, duplicates, etc.) over time and results of Data Quality Tests. | For the Metric Panels: DataSummaryPreset() or DatasetStats() . For the Test Panel: any individual Tests added on dataset stats or quality. |
Data Drift | Shows the share of drifting features over time and breakdown by tests. | For the Metric Panel: DataDriftPreset() or ValueDrift() metrics. For the Test Panel: enable Tests mode to the data drift metrics. |
Tabs rely on the presence of related data in the Project, so you must log corresponding Reports or Test Suites to populate the dashboard with data.
What’s next?
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Understand available monitoring Panels types.
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See how to customize your Dashboard.