Aggregation reference

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Aggregation reference

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Kibana supports many types of Elasticsearch aggregations that you can use to build complex summaries of your data.

By using a series of Elasticsearch aggregations to extract and process your data, you can create panels that tell a story about the trends, patterns, and outliers in your data.

Bucket aggregations

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For information about Elasticsearch bucket aggregations, refer to Bucket aggregations.

Type Visualizations Data table Markdown Lens TSVB

Histogram

X

X

X

Date histogram

X

X

X

X

X

Date range

X

X

X

Filter

X

X

X

X

Filters

X

X

X

X

GeoHash grid

X

X

X

IP range

X

X

X

Range

X

X

X

Terms

X

X

X

X

X

Significant terms

X

X

X

X

Metrics aggregations

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For information about Elasticsearch metrics aggregations, refer to Metrics aggregations.

Type Visualizations Data table Markdown Lens TSVB

Average

X

X

X

X

X

Sum

X

X

X

X

X

Unique count (Cardinality)

X

X

X

X

X

Max

X

X

X

X

X

Min

X

X

X

X

X

Percentiles

X

X

X

X

Percentiles Rank

X

X

X

X

Top hit

X

X

X

X

Value count

X

Pipeline aggregations

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For information about Elasticsearch pipeline aggregations, refer to Pipeline aggregations.

Type Visualizations Data table Markdown Lens TSVB

Avg bucket

X

X

X

X

Derivative

X

X

X

X

Max bucket

X

X

X

X

Min bucket

X

X

X

X

Sum bucket

X

X

X

X

Moving average

X

X

X

X

Cumulative sum

X

X

X

X

Bucket script

X

Serial differencing

X

X

X

X