---
id: "greatexpectations"
category: "other"
url: "http://registry.apicrafter.io/tool/greatexpectations"
---

# Great Expectations Semantic Types Expectations (`greatexpectations`)

A contributed package of custom expectations for Great Expectations, the Python data validation framework. Each expectation asserts that the values of a column are valid for one semantic type, using a regular expression or a helper library such as python-stdnum, schwifty, phonenumbers, pycountry or geonamescache; a few call online services. The expectations live in the package's expectations folder in the Great Expectations repository and are not part of the core library.

Website: <https://github.com/fivetran/great_expectations/tree/develop/contrib/great_expectations_semantic_types_expectations>

## Supported datatypes (63)

- `arxiv_id`
- `bic`
- `bitcoin_txid`
- `city`
- `colorhextriplet`
- `country`
- `countrycode_alpha2`
- `countrycode_alpha3`
- `countrycode_num`
- `cryptocurrency_ticker`
- `date`
- `doi`
- `ean`
- `email`
- `encountryname`
- `ethereum_address`
- `euvat`
- `fips10_4`
- `fips64`
- `gtin`
- `hexcolor`
- `http_status_code`
- `ianatimezoneid`
- `iban`
- `icd10`
- `imdb_id`
- `imei`
- `imsi`
- `ipv4`
- `ipv6`
- `isan`
- `isbn`
- `isbn10`
- `isbn13`
- `isin`
- `ismn`
- `iso4217curcode`
- `iso639_1`
- `iso639_2`
- `language`
- `mac_address`
- `md5hash`
- `meid`
- `miccode`
- `mimetype`
- `openlibid`
- `orcid`
- `p2pkhaddr`
- `p2shaddr`
- `p2wpkhaddr`
- `phone`
- `price`
- `roman_numeral`
- `sha1hash`
- `swiftcode`
- `temperature`
- `tld`
- `upc`
- `url`
- `uscounty`
- `usssn`
- `usstate`
- `uuid`