percentrank_tdigest()
Applies to: ✅ Microsoft Fabric ✅ Azure Data Explorer ✅ Azure Monitor ✅ Microsoft Sentinel
Calculates the approximate rank of the value in a set, where rank is expressed as a percentage of the set's size. This function can be viewed as the inverse of the percentile.
Syntax
percentrank_tdigest(digest, value)
Learn more about syntax conventions.
Parameters
| Name | Type | Required | Description |
|---|---|---|---|
| digest | string |
✔️ | An expression that was generated by tdigest() or tdigest_merge(). |
| value | scalar | ✔️ | An expression representing a value to be used for percentage ranking calculation. |
Note
The type of value and the type of the elements in digest should be the same.
Returns
The percentage rank of value in a dataset.
Examples
Getting the percentrank_tdigest() of the damage property that valued 4490$ is ~85%:
StormEvents
| summarize tdigestRes = tdigest(DamageProperty)
| project percentrank_tdigest(tdigestRes, 4490)
Output
| Column1 |
|---|
| 85.0015237192293 |
Using percentile 85 over the damage property should give 4490$:
StormEvents
| summarize tdigestRes = tdigest(DamageProperty)
| project percentile_tdigest(tdigestRes, 85, typeof(long))
Output
| percentile_tdigest_tdigestRes |
|---|
| 4490 |