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# Backport This will backport the following commits from `main` to `8.10`: - [[DOCS] Adds documentation for data comparison view (#164297)](https://github.com/elastic/kibana/pull/164297) <!--- Backport version: 8.9.7 --> ### Questions ? Please refer to the [Backport tool documentation](https://github.com/sqren/backport) <!--BACKPORT [{"author":{"name":"István Zoltán Szabó","email":"szabosteve@gmail.com"},"sourceCommit":{"committedDate":"2023-08-24T14:13:38Z","message":"[DOCS] Adds documentation for data comparison view (#164297)\n\n## Summary\r\n\r\nRelated PR: https://github.com/elastic/kibana/pull/161365\r\nRelated issue: https://github.com/elastic/platform-docs-team/issues/153\r\n\r\nThis PR drafts documentation for the new data comparison feature under\r\nthe Data Visualizer in Kibana.","sha":"e91103811be0c731af056779ba20a30a89e34253","branchLabelMapping":{"^v8.11.0$":"main","^v(\\d+).(\\d+).\\d+$":"$1.$2"}},"sourcePullRequest":{"labels":["Team:Docs",":ml","release_note:skip","docs","v8.10.0","v8.11.0"],"number":164297,"url":"https://github.com/elastic/kibana/pull/164297","mergeCommit":{"message":"[DOCS] Adds documentation for data comparison view (#164297)\n\n## Summary\r\n\r\nRelated PR: https://github.com/elastic/kibana/pull/161365\r\nRelated issue: https://github.com/elastic/platform-docs-team/issues/153\r\n\r\nThis PR drafts documentation for the new data comparison feature under\r\nthe Data Visualizer in Kibana.","sha":"e91103811be0c731af056779ba20a30a89e34253"}},"sourceBranch":"main","suggestedTargetBranches":["8.10"],"targetPullRequestStates":[{"branch":"8.10","label":"v8.10.0","labelRegex":"^v(\\d+).(\\d+).\\d+$","isSourceBranch":false,"state":"NOT_CREATED"},{"branch":"main","label":"v8.11.0","labelRegex":"^v8.11.0$","isSourceBranch":true,"state":"MERGED","url":"https://github.com/elastic/kibana/pull/164297","number":164297,"mergeCommit":{"message":"[DOCS] Adds documentation for data comparison view (#164297)\n\n## Summary\r\n\r\nRelated PR: https://github.com/elastic/kibana/pull/161365\r\nRelated issue: https://github.com/elastic/platform-docs-team/issues/153\r\n\r\nThis PR drafts documentation for the new data comparison feature under\r\nthe Data Visualizer in Kibana.","sha":"e91103811be0c731af056779ba20a30a89e34253"}}]}] BACKPORT--> Co-authored-by: István Zoltán Szabó <szabosteve@gmail.com>
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@ -31,6 +31,34 @@ privileges to use {ml-features}. Refer to
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NOTE: There are limitations in {ml-features} that affect {kib}. For more
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information, refer to {ml-docs}/ml-limitations.html[{ml-cap}].
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[discrete]
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[[data-comparison-view]]
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== Data comparison
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preview::[]
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You can find the data comparison view in **{ml-app}** > *{data-viz}* in {kib}.
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The data comparison view shows you the differences in each field for two
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different time ranges in a given {data-source}. The view helps you to visualize
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the changes in your data over time and enables you to understand its behavior
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better.
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[role="screenshot"]
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image::user/ml/images/ml-data-comparison.png[Data comparison view for {kib} Sample Data Flights ]
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Select a {data-source} that you want to analyze, then select a time range for
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the reference and the comparison data in the appearing histogram chart. You can
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adjust the time range for both the reference and the comparison data by moving
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the respective brushes. When you finished setting the time ranges, click
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*Run analysis*.
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You can decide whether you want to see all the fields in the {data-source} or
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only the ones that contains drifted data. The analysis results table displays
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the fields, their types, if drift is detected, the p-value that indicates how
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significant the detected change is, the reference and comparison distribution,
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and the comparison chart. You can expand the results for a particular field by
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clicking the arrow icon at the beginning of the field's row.
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--
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[[xpack-ml-anomalies]]
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@ -123,11 +151,11 @@ advanced statistical methods to help you interpret your data and its behavior.
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preview::[]
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Log rate analysis is a feature that uses advanced statistical methods to
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identify reasons for increases or decreases in log rates. It makes it easy to find and
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investigate causes of unusual spikes or drops by using the analysis workflow view.
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Examine the histogram chart of the log rates for a given {data-source}, and find
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the reason behind a particular change possibly in millions of log events across
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multiple fields and values.
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identify reasons for increases or decreases in log rates. It makes it easy to
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find and investigate causes of unusual spikes or drops by using the analysis
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workflow view. Examine the histogram chart of the log rates for a given
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{data-source}, and find the reason behind a particular change possibly in
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millions of log events across multiple fields and values.
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You can find log rate analysis under **{ml-app}** > **AIOps Labs** where
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you can select the {data-source} or saved search that you want to analyze.
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