Base datatype | Max limit/Range | Formats/Units supported |
Number | 23 digits | All formats |
Text | - | (?s).* |
Decimal | 38 precision and 15 scale where,
| All formats |
Date | 1-1-1000 to 9-9-9999 | dd MMM, yyyy Click here to know more. |
Date-time | 1-1-1000 00:00:00 to 9-9-9999 23:59:59 | dd MMM, yyyy hh:mm:ss Click here to know more. |
Duration | Days - 0 to 36500000 Hours - 00 to 24 Seconds - 00 to 59 Milliseconds - 0 to 999 Microseconds 0 to 999999 | D.HH:mm:ss.SSSSSS. Click here to know more. |
Derived datatype | Derived from | Max limit | Formats/Units supported |
Currency | Decimal | 38 precision and 15 scale where,
| £,$,₩,₨,﷼. Click here to know more. |
Temperature | Decimal | 38 precision and 15 scale where,
| °C, °F, K Note: A base unit is the fundamental unit in a system of measurement. In DataPrep, conversions between different units and the histogram representation of data distribution is applied on top of the base unit. For example, for the Temperature datatype, the base unit is celcius (°C).
|
List | Text | - | Array Example: ["North", "South", "East", "West"] |
Map | Text | - | Object Example: {"Region":"North", "Product":"Furniture", "Customer Name":"John Brito", "Sales":"272"} |
Boolean | Text | - | Yes, No, True, False |
URL | Text | - | protocol://domain/path#locationhash?paramname=paramvalues
|
Text | - | username@domain A valid email address consists of an email prefix and an email domain. The prefix appears to the left of the @ symbol and the domain at right.
Email prefix:
Email domain:
| |
Length | Decimal | 38 precision and 15 scale where,
| cm, m, km, mm, mi, µm, nm, ft, yd, in, nmi
Note: A base unit is the fundamental unit in a system of measurement. In DataPrep, conversions between different units and the histogram representation of data distribution is applied on top of the base unit. For example, for the Length datatype, the base unit is meter (m).
|
Positive Number | Number | 23 digits | N>=0 where N is the number. |
Percentage | Decimal | 38 precision and 15 scale where,
| % |
Timestamp | Datetime |
- | millis Example: 1635509077 Number of milliseconds calculated since January 1, 1970 , 00:00:00 GMT. A negative number is the number of milliseconds before this date. |
Time | Datetime | - | HH:mm:ss Click here to know more. |
In Zoho DataPrep, some transforms can only be applied over certain data types. Let us look into the transforms available exclusively for each datatype.
Datatype | Transforms exclusive to the data type | Formats / Units supported | Default format |
Base data types |
| ||
Number | All formats | Comma (,) is used as the default thousand separator. | |
Text | Cluster and Merge, Change Case, Extract from text, Sentiment analysis, Language detection, Keyword extraction | (?s).* | .* |
Decimal | All formats | Comma (,) is used as the default thousand separator and dot (.) is used as the default decimal separator. | |
Date | yy, yyyy, MM, MMM, MMMM, dd, EEE, EEEE. Click here to know more. | dd MMM, yyyy | |
Date-time | HH, hh, mm, m, ss, s, SSS, a. Click here to know more. | dd MMM, yyyy hh:mm:ss | |
Duration | Change duration format | D.HH:mm:ss.SSSSSS Click here to know more. | D.HH:mm:ss.SSSSSS |
Derived datatypes |
| ||
Currency | - | £,$,₩,₨,﷼. Click here to know more | Comma (,) is used as the default thousand separator and dot (.) is used as the default decimal separator. |
Temperature | °C, °F, K
| Dot (.) is used as the default decimal separator. | |
List | Array Example:Region= ["North", "South", "East", "West"] | - | |
Map | Object Example:Sales={"Region":"North", "Product":"Furniture", "Customer Name":"John Brito", "Sales:272"} | - | |
Boolean | - | ^(?i)(true|false)$ | - |
URL | protocol://domain/path | protocol://domain/path | |
username@domain A valid email address consists of an email prefix and an email domain. The prefix appears to the left of the @ symbol and the domain appears to the right. For example, username@example.com
Email prefix:
Email domain:
| username@domain | ||
Length | cm, m, km, mm, mi, µm, nm, ft, yd, in, nmi
| Comma (,) is used as the default thousand separator and dot (.) is used as the default decimal separator. | |
Positive Number | - | N>=0 where N is the number. | Comma (,) is used as the default thousand separator. |
Percentage | - | % | Comma (,) is used as the default thousand separator and dot (.) is used as the default decimal separator. |
Timestamp | - | millis | Example: 1635509077 Number of milliseconds calculated since January 1, 1970 , 00:00:00 GMT. A negative number is the number of milliseconds before this date. |
Time | Change time format, Extract from time | HH:mm:ss Click here to know more | HH:mm:ss |
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