{
  "id": "dataprep",
  "name": "DataPrep",
  "category": "etl",
  "doc": "DataPrep is an open-source Python library for data preparation from the SFU Database Group. Its clean module standardises and validates the values of a DataFrame column: national identifiers, tax and VAT numbers, company registration numbers, bank account numbers and product, publication and securities codes (most of them checked with python-stdnum), as well as email addresses, phone numbers, URLs, IP addresses, dates, coordinates, countries and addresses.",
  "website": "https://github.com/sfu-db/dataprep",
  "supported_types": [
    "aadhaar",
    "ad_nrt",
    "address",
    "al_nipt",
    "ar_cbu",
    "ardni",
    "at_vat",
    "at_vnr",
    "auabn",
    "auacn",
    "autfn",
    "be_iban",
    "be_vat",
    "bg_egn",
    "bg_pnf",
    "bg_vat",
    "bic",
    "brcpf",
    "bsn",
    "by_unp",
    "cabn",
    "casin",
    "casrn",
    "ch_esr",
    "chahv",
    "chuid",
    "cif",
    "cl_rut",
    "cnpj",
    "co_nit",
    "country",
    "cr_cpf",
    "cr_cpj",
    "cr_cr",
    "cu_ni",
    "cuit",
    "curp",
    "currency",
    "cusip",
    "cy_vat",
    "cz_dic",
    "cz_rc",
    "date",
    "datetime",
    "de_stnr",
    "de_wkn",
    "deust",
    "dk_cvr",
    "dkcprnum",
    "do_cedula",
    "do_ncf",
    "do_rnc",
    "ean",
    "ec_ci",
    "ec_ruc",
    "ee_ik",
    "ee_kmkr",
    "ee_registrikood",
    "email",
    "es_ccc",
    "es_cups",
    "es_dni",
    "es_iban",
    "es_referenciacatastral",
    "esnie",
    "esnif",
    "eu_at_02",
    "eu_banknote",
    "eu_eic",
    "eu_nace",
    "fi_alv",
    "fi_associationid",
    "fi_hetu",
    "fi_veronumero",
    "fi_ytunnus",
    "figi",
    "fr_nif",
    "frnir",
    "frvat",
    "gb_upn",
    "gb_vat",
    "geopoint",
    "gr_amka",
    "gr_vat",
    "grid_release",
    "gt_nit",
    "handelsregisternr",
    "hr_oib",
    "hu_anum",
    "iban",
    "idcard",
    "idnpwp",
    "ie_pps",
    "ie_vat",
    "il_hp",
    "il_idnr",
    "imei",
    "imonumber",
    "imsi",
    "ipaddr",
    "ipv4",
    "ipv6",
    "is_kennitala",
    "is_vsk",
    "isan",
    "isbn10",
    "isbn13",
    "isil",
    "isin",
    "ismn",
    "issn",
    "it_aic",
    "it_codicefiscale",
    "it_iva",
    "jp_cn",
    "krbusinessreg",
    "krrrn",
    "lei",
    "li_peid",
    "lt_asmens",
    "lt_pvm",
    "lu_tva",
    "lv_pvn",
    "mc_tva",
    "md_idno",
    "me_iban",
    "meid",
    "mt_vat",
    "mu_nid",
    "my_nric",
    "nl_brin",
    "nl_onderwijsnummer",
    "nl_postcode",
    "nlbtw",
    "no_fodselsnummer",
    "no_iban",
    "no_kontonr",
    "no_mva",
    "no_orgnr",
    "nz_bankaccount",
    "nz_ird",
    "p2pkhaddr",
    "p2shaddr",
    "p2wpkhaddr",
    "p2wshaddr",
    "pan",
    "pe_cui",
    "pe_ruc",
    "phone",
    "plnip",
    "plpesel",
    "plregon",
    "pt_nif",
    "py_ruc",
    "rfc",
    "ro_cf",
    "ro_cnp",
    "ro_cui",
    "ro_onrc",
    "sedol",
    "sirencode",
    "siretcode",
    "steuerid",
    "swiftcode",
    "taxid",
    "uknhsnum",
    "ukutr",
    "url",
    "vatin"
  ],
  "num": 169
}