# Healthcare and health insurance

The following generators produce values related to healthcare and health insurance.

For information about the API data models for these generators, go to [api-healthcare-insurance](https://docs.tonic.ai/fabricate/fabricate-api-and-cli/using-the-fabricate-api/data-model/api-column-attributes/api-healthcare-insurance "mention") in the column attributes.

## Drug Company

Populates the column with the name of a pharmaceutical company. For example, Pfizer.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## Drug Generic Name

Populates the column with a generic name of a drug.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## Drug Name

Populates the column with the brand name of a drug.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## Drug NDC Code

Populates the column with a code from the National Drug Code directory.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## HCPCS Code

Populates the column with a code from the Healthcare Common Procedure Coding System.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## HCPCS Name

Populates the column with a name from the Healthcare Common Procedure Coding System.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## Hospital City

Populates the column with the city for a hospital address.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## Hospital Name

Populates the column with the name of a hospital organization.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## Hospital NPI

Populates the column with the National Provider Identifier for a hospital.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## Hospital Postal Code

Populates the column with a postal code for a hospital address.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## Hospital State

Populates the column with a US state for a hospital address.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## Hospital Street Address

Populates the column with a hospital street address.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-10 Diagnosis Code

Populates the column with a diagnosis code from ICD-10.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-10 Diagnosis Long Description

Populates the column with a long description of a diagnosis from ICD-10.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-10 Diagnosis Short Description

Populates the column with a short description of a diagnosis from ICD-10.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-10 Procedure Code

Populates the column with a procedure code from ICD-10.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-10 Procedure Long Description

Populates the column with the long description of a procedure from ICD-10.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-10 Procedure Short Description

Populates the column with the short description of a procedure from ICD-10.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-9 Diagnosis Code

Populates the column with a diagnosis code from ICD-9.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-9 Diagnosis Long Description

Populates the column with the long description of a diagnosis from ICD-9.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-9 Diagnosis Short Description

Populates the column with the short description of a diagnosis from ICD-9.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-9 Procedure Code

Populates the column with the code for a procedure in ICD-9.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-9 Procedure Long Description

Populates the column with the long description of a procedure in ICD-9.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.

## ICD-9 Procedure Short Description

Populates the column with the short description of a procedure in ICD-9.

You can configure a [weighted distribution of the values](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-distribution).

You can also configure a [group key](https://docs.tonic.ai/fabricate/rule-based-tables-and-columns/column-configure#column-group-key) to link the column to other columns.