# Text
Below is a list of available text mock data generators.
## Standard mock data generators
| Mocker | Description | Localization |
| ----------------------------- | -------------------------------------------------------------------------------------------- | ------------ |
| Aba | A 9-digit American Bankers Association routing number used for electronic transactions. | Yes |
| Address | A street address, including street name and number, city, state/province, and postal code. | Yes |
| AM or PM | Either 'AM' or 'PM'. | Yes |
| Android platform token | A 10-character Android platform token. | No |
| Ascii company email | An ASCII company email address. | Yes |
| ASCII email | An ASCII email address. | Yes |
| ASCII free email | An ASCII free email address. | Yes |
| ASCII safe email | An ASCII safe email address. | Yes |
| Bank branch code | A numeric identifier for a specific bank branch. | No |
| Bank code | A numeric identifier for a bank institution. | No |
| Bank country | A country that uses the International Bank Account Number (IBAN) system. | Yes |
| Bank location code | A code representing the geographical location of a bank. | No |
| BBAN | A Basic Bank Account Number (BBAN) used in countries that do not use the IBAN system. | Yes |
| BSN | A Dutch citizen service number (Burgerservicenummer). | No |
| Bs | A business slogan or catchphrase. | Yes |
| Catch phrase | A catchphrase or slogan used by a company. | Yes |
| City | A city name. | Yes |
| City suffix | A common suffix for city names, such as 'town' or 'ville'. | Yes |
| Color | A random color in hexadecimal format. | Yes |
| Color (HSL) | A random color using the HSL (Hue, Saturation, Lightness) color model. | Yes |
| Color (HSV) | A random color using the HSV (Hue, Saturation, Value) color model. | Yes |
| Color (RGB) | A random color using the RGB (Red, Green, Blue) color model. | Yes |
| Color name | A color name, such as 'red' or 'green'. | Yes |
| Company | A company name. | Yes |
| Company description | A brief summary describing a company's operations or services. | Yes |
| Company email | A company email address. | Yes |
| Company suffix | A common suffix for company names, such as 'Inc.' or 'Ltd.'. | Yes |
| Country | A country name. | Yes |
| Country code | A two-letter country code, such as 'US' or 'GB'. | Yes |
| Credit card number | A valid credit card number. | Yes |
| Credit card provider | A credit card provider name, such as 'Visa' or 'MasterCard'. | Yes |
| Credit card security code | A security code for a credit card. | Yes |
| Cryptocurrency | A cryptocurrency name. | Yes |
| Cryptocurrency code | A cryptocurrency code, such as 'BTC' or 'ETH'. | Yes |
| Cryptocurrency name | A cryptocurrency name. | Yes |
| Currency | A currency name. | Yes |
| Currency code | A three-letter currency code, such as 'USD' or 'EUR'. | Yes |
| Currency name | A currency name. | Yes |
| Currency symbol | A random currency symbol. | Yes |
| Day of week | A day of the week, such as 'Monday' or 'Friday'. | Yes |
| Degree | A formal educational degree, such as Bachelor’s or Master’s degree. | Yes |
| DE TIN | A German Tax Identification Number (Steuerliche Identifikationsnummer). | No |
| Domain name | A domain name, such as 'example.com'. | Yes |
| Domain word | A single word that could be used in a domain name. | Yes |
| Driving license | A government-issued driving license number. | Yes |
| ES TIN | A Spanish Tax Identification Number (Número de Identificación Fiscal). | No |
| Ethnicity | A descriptor for a person’s ethnic background. | Yes |
| File extension | A random file extension from a set of common file types. | No |
| File name | A random file name including an extension. | No |
| File path | A random file path, optionally including a file name at the end. | No |
| Firefox | A user agent string for the Firefox browser. | No |
| First name | A first name. | Yes |
| First name female | A female first name. | Yes |
| First name male | A male first name. | Yes |
| First name nonbinary | A non-binary first name. | Yes |
| Free email | A free email address. | Yes |
| Free email domain | A domain name used for free email addresses. | Yes |
| Health plan name | The name of a health insurance plan. | Yes |
| Hex color | A hexadecimal color code, such as '#FF0000'. | Yes |
| Honorific | A formal title used before a person's name, such as Mr. or Dr. | Yes |
| Host name | A random host name for a website or a networked device. | Yes |
| HTTP method | An HTTP method, such as 'GET' or 'POST'. | Yes |
| IBAN | An International Bank Account Number (IBAN). | Yes |
| ICD9 | A code from the International Classification of Diseases, 9th Revision. | No |
| ICD10 | A code from the International Classification of Diseases, 10th Revision. | No |
| iOS platform token | An Apple iOS platform token. | No |
| Insurance policy number | A unique identifier for an insurance policy. | No |
| Internet explorer | A user agent string for the Internet Explorer browser. | No |
| IPv4 | An IPv4 address. | Yes |
| IPv4 network class | The network class of an IPv4 address. | Yes |
| IPv4 private | A private IPv4 address. | Yes |
| IPv4 public | A public IPv4 address. | Yes |
| IPv6 | An IPv6 address. | Yes |
| ISBN-10 | An ISBN-10 book identifier. | Yes |
| ISBN-13 | An ISBN-13 book identifier. | Yes |
| IT TIN | An Italian Tax Identification Number (Codice Fiscale). | No |
| ITIN | A U.S. Individual Taxpayer Identification Number. | No |
| Job | A job title, such as "Marketing Manager" or "Software Engineer". | Yes |
| JP TIN | A Japanese Tax Identification Number. | No |
| Language code | A language code, such as "en" for English or "fr" for French, based on ISO 639-1. | Yes |
| Language name | The name of a language, such as "English" or "French", based on ISO 639-1. | Yes |
| Last name | A last name, such as "Smith" or "Garcia". | Yes |
| Last name female | A last name suitable for a female person, such as "Johnson" or "Gonzalez". | Yes |
| Last name male | A last name suitable for a male person, such as "Smith" or "Rodriguez". | Yes |
| Last name nonbinary | A last name suitable for a nonbinary person, such as "Taylor" or "Lee". | Yes |
| License plate | A randomly generated license plate number. | Yes |
| Linux platform token | A randomly generated Linux platform token. | No |
| Linux processor | A randomly generated Linux processor name. | No |
| Locale | A randomly generated locale string. | No |
| Localized ean13 | A randomly generated localized EAN-13 barcode number. | Yes |
| Localized ean8 | A randomly generated localized EAN-8 barcode number. | Yes |
| Mac address | A randomly generated MAC address. | Yes |
| Mac platform token | A randomly generated macOS platform token. | No |
| Mac processor | A randomly generated macOS processor name. | No |
| Major | An academic major or field of study. | Yes |
| Marital status | A descriptor of a person's marital condition. | Yes |
| Medical history | A summary of a patient's past medical events and conditions. | Yes |
| Medical procedure | A description of a medical procedure performed. | Yes |
| Month | A randomly generated month number in the range of 1 to 12. | Yes |
| Month name | A randomly generated month name. | Yes |
| Name | A randomly generated full name. | Yes |
| Name female | A randomly generated female full name. | Yes |
| Name male | A randomly generated male full name. | Yes |
| Name nonbinary | A randomly generated non-binary full name. | Yes |
| NIF | A Spanish Tax Identification Number (Número de Identificación Fiscal). | Yes |
| NINO | A UK National Insurance Number. | Yes |
| Opera | A randomly generated Opera browser user agent string. | No |
| Passport number | An identifier found on a passport document. | No |
| Phone number | A randomly generated phone number. | Yes |
| Postcode | A randomly generated postal code. | No |
| Prefix | A randomly generated name prefix. | Yes |
| Prefix female | A randomly generated female name prefix. | Yes |
| Prefix male | A randomly generated male name prefix. | Yes |
| Prefix nonbinary | A randomly generated non-binary name prefix. | Yes |
| Pricetag | A randomly generated price tag in a format like $12.34. | Yes |
| Pronoun | A word used to refer to a person without using their name. | Yes |
| Random letter | A randomly generated letter character. | Yes |
| Random lowercase letter | A randomly generated lowercase letter character. | Yes |
| Random uppercase letter | A randomly generated uppercase letter character. | Yes |
| Religion | A descriptor for a person's religious belief or affiliation. | Yes |
| Rgb color | A randomly generated RGB color in the format (r, g, b). | Yes |
| Rgb css color | A randomly generated RGB color in the format "rgb(r, g, b)". | Yes |
| Ripe id | A randomly generated RIPE network identifier. | Yes |
| Safari | A randomly generated Safari browser user agent string. | No |
| Safe color name | A randomly generated safe color name. | Yes |
| Safe domain name | A randomly generated safe domain name. | Yes |
| Safe email | A randomly generated safe email address. | Yes |
| Safe hex color | A randomly generated safe hexadecimal color. | Yes |
| Sex type | A descriptor indicating a person's biological sex. | Yes |
| Sexual orientation | A descriptor for a person's sexual orientation. | Yes |
| SIN | A Canadian Social Insurance Number. | No |
| SHA-1 | A randomly generated SHA-1 hash. | No |
| SHA-256 | A randomly generated SHA-256 hash. | No |
| SSN | A randomly generated Social Security Number. | Yes |
| State | A country state | Yes |
| Street address | A randomly generated street address. | Yes |
| Street name | A randomly generated street name. | Yes |
| Street suffix | A randomly generated street suffix. | Yes |
| Suffix | A randomly generated name suffix. | Yes |
| Suffix female | A randomly generated female name suffix. | Yes |
| Suffix male | A randomly generated male name suffix. | Yes |
| Suffix nonbinary | A randomly generated non-binary name suffix. | Yes |
| Swift | A randomly generated SWIFT/BIC code. | Yes |
| Swift11 | A randomly generated 11-character SWIFT/BIC code. | Yes |
| Swift8 | A randomly generated 8-character SWIFT/BIC code. | Yes |
| Time | A random time of day. | Yes |
| Timezone | A string representing a timezone, such as "America/New\_York" or "UTC". | Yes |
| Tld | A top-level domain name, such as "com", "org", or "net". | Yes |
| Uri | A complete URI, including scheme, hostname, path, query parameters. | Yes |
| Uri extension | A file extension, such as ".html" or ".pdf", suitable for use in a URI. | Yes |
| Uri page | A URI path component suitable for use as a page name or ID, such as "/about". | Yes |
| URL | A complete URL, including scheme, hostname, path, query parameters, and fragment identifier. | Yes |
| User agent | A string representing a web browser user agent, such as "Mozilla/5.0". | Yes |
| User name | A string representing a username, typically formatted as "firstname.lastname". | Yes |
| VAT ID | A randomly generated VAT ID, supported for specific locales. | Yes |
| Vehicle identification number | A unique identifier for a motor vehicle. | No |
| Vehicle name | The name or model of a vehicle. | Yes |
| Windows platform token | A string representing a version of the Windows operating system, like "Windows NT 10.0". | No |
| Year | A randomly generated year between 1 AD and the current year. | Yes |
## Standard mocker parameters
Standard mockers support parameters below:
* **Consistent Mapping**: Ensures that the same original input value always maps to the same mock value when applied repeatedly. This is useful for maintaining relationships between datasets. For more information please check [consistent mapping](/configure-a-data-generation-job/configure-column-settings/consistent-mapping.md).
* **Unique**: Guarantees that all generated values in a column are distinct, which is useful for fields like IDs, usernames, or other uniquely identifying data.
## Custom integer
Generates string values with each placeholder in `Custom integer` field.
#### Parameters
* `Custom integer` : Each placeholder is replaced according to the following rules:
* Number signs (‘#’) are replaced with a random digit (0 to 9).
* Percent signs (‘%’) are replaced with a random non-zero digit (1 to 9).
* Dollar signs (‘$’) are replaced with a random digit above two (2 to 9).
* `Consistent mapping`: Custom integer supports [consistent mapping](/configure-a-data-generation-job/configure-column-settings/consistent-mapping.md).
**Note**: Additionally, any digits between 0 and 9 can be used in the pattern, apart from 0 as the first character. For example, '%#$#' will create a 4 digit number following the rules above.
#### Example
If you configure:
```
Custom integer as: %#$#
```
The results will be:
```
1188,
6894,
3870,
...
```
## Custom text
Generates a text with each placeholder in `Custom text` field.
#### Parameters
* `Custom text`: Each placeholder is replaced according to the following rules:
* Number signs (#) are replaced with a random digit (0 to 9).
* Question marks (?) are replaced with a random character from `Letters`.
* `Letters` : By default, `Letters` contains all ASCII letters, uppercase and lowercase.
* `Consistent mapping`: Custom text supports [consistent mapping](/configure-a-data-generation-job/configure-column-settings/consistent-mapping.md).
**Note:** When adding a Custom text mocker as part of an initialization mode (when creating a workspace), there is a limit of 100 `?` placeholders in the custom text input.
#### Example
If you configure:
```
Custom text as: Product Number: ??-##
Letters as: abc
```
The results will be:
```
Product Number: aa-59,
Product Number: cb-96,
Product Number: ac-96,
...
```
## Date/Time
Generates formatted string representation of a random datetime object between two specified datetime objects, from year until seconds.
#### **Parameters**
* `Start date`: The start date for the generation range. (Format: `%d/%m/%Y %H:%M:%S`)
* `End date`: The end date for the generation range.
* `Blank`: Percentage of missing values (`0 to 100%`).
* `Date format`: Optional parameter to return the result in a custom text format (e.g., `"%d/%m/%Y %H:%M:%S"`).
* `Consistent mapping`: Date/Time supports [consistent mapping](/configure-a-data-generation-job/configure-column-settings/consistent-mapping.md).
#### **Example**
If you configure:
```
03/11/2024 06:00:00 to 05/11/2024 22:00:00
Date Format as: %d/%m/%Y %H:%M:%S
```
The results will be:
```
03/11/2024 15:11:09,
05/11/2024 12:42:19,
04/11/2024 17:56:51
...
```
## Date/Time series
Generates a series of formatted datetime strings at regular intervals based on a specified time unit and step size.
#### **Parameters**
* `Start date`: The starting date or datetime for the series.
* `Blank`: Percentage of missing values (`0 to 100%`).
* `Time unit`: The unit of time for the step increment (`"day"`, `"week"`, `"month"`, `"year"`).
* `Number`: The number of units to step forward per iteration.
* `Date format`: Optional parameter for formatted text output.
#### **Example**
If you configure:
```
Start date: 03/11/2024 06:00:00
Time unit: Day
Time number: 2
Date format: %d/%m/%Y %H:%M:%S
```
The results will be:
```
03/11/2024 06:00:00,
05/11/2024 06:00:00,
07/11/2024 06:00:00,
...
```
---
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