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@ -25,7 +25,7 @@ Returns a boolean (true/false) depending on whether a value is above or below (o
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#### Example Usage
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#### Example Usage
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With a table `website_visits`:
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With a table `website_visits` and a column of the number of website visits in units of 10,000 visits:
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```
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```
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| id | visits_10k |
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| id | visits_10k |
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@ -61,7 +61,7 @@ FROM website_visits
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| 8 | f | 2 |
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| 8 | f | 2 |
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```
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```
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### CDB_PercentOutlier(column_values numeric[], ratio_threshold numeric, ids int[])
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### CDB_PercentOutlier(column_values numeric[], outlier_fraction numeric, ids int[])
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`CDB_PercentOutlier` calculates whether or not a value falls above a given threshold based on a percentage above the mean value of the input values.
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`CDB_PercentOutlier` calculates whether or not a value falls above a given threshold based on a percentage above the mean value of the input values.
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@ -79,7 +79,7 @@ Returns a table of the outlier classification with the following columns
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| Name | Type | Description |
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| Name | Type | Description |
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|------|------|-------------|
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|------|------|-------------|
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| outlier | boolean | classification of whether a row is an outlier or not |
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| is_outlier | boolean | classification of whether a row is an outlier or not |
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| rowid | int | original row id (e.g., input `cartodb_id`) of the row which has the outlier classification |
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| rowid | int | original row id (e.g., input `cartodb_id`) of the row which has the outlier classification |
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#### Example Usage
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#### Example Usage
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@ -111,7 +111,7 @@ Output
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| f | 8 |
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| f | 8 |
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```
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```
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### CDB_StdDevOutlier(column_values numeric[], ratio_threshold numeric, ids int[], is_symmetric boolean DEFAULT true)
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### CDB_StdDevOutlier(column_values numeric[], num_deviations numeric, ids int[], is_symmetric boolean DEFAULT true)
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`CDB_StdDevOutlier` calculates whether or not a value falls above or below a given threshold based on the number of standard deviations from the mean.
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`CDB_StdDevOutlier` calculates whether or not a value falls above or below a given threshold based on the number of standard deviations from the mean.
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@ -130,7 +130,7 @@ Returns a table of the outlier classification with the following columns
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| Name | Type | Description |
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| Name | Type | Description |
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|------|------|-------------|
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|------|------|-------------|
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| outlier | boolean | classification of whether a row is an outlier or not |
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| is_outlier | boolean | classification of whether a row is an outlier or not |
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| rowid | int | original row id (e.g., input `cartodb_id`) of the row which has the outlier classification |
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| rowid | int | original row id (e.g., input `cartodb_id`) of the row which has the outlier classification |
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#### Example Usage
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#### Example Usage
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