dataprep.clean.rst

dataprep.clean

API reference for the DataPrep.Clean subpackage.

Column Headers

dataprep.clean.clean_headers

Country Names

dataprep.clean.clean_country

Dates and Times

dataprep.clean.clean_date

Duplicate Values

dataprep.clean.clean_duplication

Email Addresses

dataprep.clean.clean_email

Geographic Coordinates

dataprep.clean.clean_lat_long

IP Addresses

dataprep.clean.clean_ip

Phone Numbers

dataprep.clean.clean_phone

Text

dataprep.clean.clean_text

URLs

dataprep.clean.clean_url

US Street Addresses

dataprep.clean.clean_address

ISBN Numbers

dataprep.clean.clean_isbn

For Downstreaming ML Tasks -------------------

dataprep.clean.clean_ml

ISBN Numbers

dataprep.clean.clean_isbn

Australian Business Numbers

dataprep.clean.clean_au_abn

Australian Company Numbers

dataprep.clean.clean_au_acn

Australian Tax File Numbers

dataprep.clean.clean_au_tfn

Belgian IBAN Numbers -------------------

dataprep.clean.clean_be_iban

Belgian VAT Numbers

dataprep.clean.clean_be_vat

Bulgarian National Identification Numbers

dataprep.clean.clean_bg_egn

Bulgarian VAT Numbers

dataprep.clean.clean_bg_vat

Belarusian UNP Numbers

dataprep.clean.clean_by_unp

Canadian Business Numbers

dataprep.clean.clean_ca_bn

Swiss Einzahlungsschein MIT Referenznummers

dataprep.clean.clean_ch_esr

Swiss Social Security Numbers

dataprep.clean.clean_ch_ssn

Swiss Business Identifiers

dataprep.clean.clean_ch_uid

Swiss VAT Numbers

dataprep.clean.clean_ch_vat

Chile RUT/RUN Numbers

dataprep.clean.clean_cl_rut

Chinese Resident Identity Card Numbers

dataprep.clean.clean_cn_ric

Colombian Identity Codes

dataprep.clean.clean_co_nit

Costa Rica Physical Person ID Numbers

dataprep.clean.clean_cr_cpf

Costa Rica Tax Numbers

dataprep.clean.clean_cr_cpj

Costa Rica Foreigners ID Numbers

dataprep.clean.clean_cr_cr

Cuban Identity Card Numbers

dataprep.clean.clean_cu_ni

Cypriot VAT Numbers

dataprep.clean.clean_cy_vat

Czech VAT Numbers

dataprep.clean.clean_cz_dic

Czech Birth Numbers

dataprep.clean.clean_cz_rc

German Company Registry IDs

dataprep.clean.clean_de_handelsregisternummer

German Personal Tax Numbers

dataprep.clean.clean_de_idnr

German Tax Numbers

dataprep.clean.clean_de_stnr

German VAT Numbers

dataprep.clean.clean_de_vat

German Securities Identification Codes ---------------------

dataprep.clean.clean_de_wkn

Danish Citizen Numbers

dataprep.clean.clean_dk_cpr

Danish CVR Numbers

dataprep.clean.clean_dk_cvr

Dominican Republic National Identifiers

dataprep.clean.clean_do_cedula

Dominican Republic Invoice Numbers

dataprep.clean.clean_do_ncf

Dominican Republic Tax Registrations

dataprep.clean.clean_do_rnc

Ecuadorian Personal Identity Codes

dataprep.clean.clean_ec_ci

Ecuadorian Company Tax Numbers

dataprep.clean.clean_ec_ruc

Estonian Personcal ID Numbers

dataprep.clean.clean_ee_ik

Estonian KMKR Numbers

dataprep.clean.clean_ee_kmkr

Spanish Bank Account Codes

dataprep.clean.clean_es_ccc

Spanish Fiscal Numbers

dataprep.clean.clean_es_cif

Spanish Meter Point Numbers

dataprep.clean.clean_es_cups

Spanish Personal Identity Codes

dataprep.clean.clean_es_dni

Spanish IBANs

dataprep.clean.clean_es_iban

Spanish Foreigner Identity Codes

dataprep.clean.clean_es_nie

Spanish NIF Numbers

dataprep.clean.clean_es_nif

Classification For Businesses In The European Union

dataprep.clean.clean_eu_nace

European VAT Numbers

dataprep.clean.clean_eu_vat

Finnish ALV Numbers

dataprep.clean.clean_fi_alv

Finnish Personal Identity Codes

dataprep.clean.clean_fi_hetu

Finnish Business Identifiers

dataprep.clean.clean_fi_ytunnus

French Tax Identification Numbers

dataprep.clean.clean_fr_nif

French Personal Identification Numbers

dataprep.clean.clean_fr_nir

French Company Identification Numbers

dataprep.clean.clean_fr_siren

French TVA Numbers

dataprep.clean.clean_fr_tva

Stock Exchange Daily Official List Numbers

dataprep.clean.clean_gb_sedol

English Unique Pupil Numbers

dataprep.clean.clean_gb_upn

United Kingdom Unique Taxpayer References

dataprep.clean.clean_gb_utr

United Kingdom VAT Numbers

dataprep.clean.clean_gb_vat

Greek Social Security Numbers

dataprep.clean.clean_gr_amka

Greek VAT Numbers

dataprep.clean.clean_gr_vat

Guatemala Tax Numbers

dataprep.clean.clean_gt_nit

Croatian Identification Numbers

dataprep.clean.clean_hr_oib

Hungarian ANUM Numbers

dataprep.clean.clean_hu_anum

Indonesian VAT Numbers

dataprep.clean.clean_id_npwp

Irish Personal Numbers

dataprep.clean.clean_ie_pps

Irish VAT Numbers

dataprep.clean.clean_ie_vat

Israeli Company Numbers

dataprep.clean.clean_il_hp

Israeli Personal Numbers

dataprep.clean.clean_il_idnr

Indian Digital Resident Personal Identity Numbers

dataprep.clean.clean_in_aadhaar

Indian Permanent Account Numbers

dataprep.clean.clean_in_pan

Icelandic Identity Codes

dataprep.clean.clean_is_kennitala

Icelandic VSK Numbers

dataprep.clean.clean_is_vsk

Italian Code For Identification Of Drugs

dataprep.clean.clean_it_aic

Italian Fiscal Codes

dataprep.clean.clean_it_codicefiscale

Italian IVA Numbers

dataprep.clean.clean_it_iva

Japanese Corporate Numbers

dataprep.clean.clean_jp_cn

South Korea Business Registration Numbers

dataprep.clean.clean_kr_brn

South Korean Resident Registration Numbers

dataprep.clean.clean_kr_rrn

Liechtenstein Tax Code For Individuals And Entities

dataprep.clean.clean_li_peid

Lithuanian Personal Numbers

dataprep.clean.clean_lt_asmens

Lithuanian PVM Numbers

dataprep.clean.clean_lt_pvm

Luxembourgian TVA Numbers

dataprep.clean.clean_lu_tva

Latvian PVN (VAT) Numbers

dataprep.clean.clean_lv_pvn

Monacan TVA Numbers

dataprep.clean.clean_mc_tva

Moldavian Company Identification Numbers

dataprep.clean.clean_md_idno

Montenegro IBANs

dataprep.clean.clean_me_iban

Maltese VAT Numbers

dataprep.clean.clean_mt_vat

Mauritian National ID Numbers

dataprep.clean.clean_mu_nid

Mexican Personal Identifiers

dataprep.clean.clean_mx_curp

Mexican Tax Numbers

dataprep.clean.clean_mx_rfc

Malaysian National Registration Identity Card Numbers

dataprep.clean.clean_my_nric

BRIN Numbers

dataprep.clean.clean_nl_brin

Dutch BTW Numbers

dataprep.clean.clean_nl_btw

Norwegian IBANs

dataprep.clean.clean_no_iban

Norwegian Bank Account Numbers

dataprep.clean.clean_no_kontonr

Norwegian VAT Numbers

dataprep.clean.clean_no_mva

Norwegian Organisation Numbers

dataprep.clean.clean_no_orgnr

New Zealand IRD Numbers

dataprep.clean.clean_nz_ird

Peruvian Personal Numbers

dataprep.clean.clean_pe_cui

Peruvian Fiscal Numbers

dataprep.clean.clean_pe_ruc

Polish VAT Numbers

dataprep.clean.clean_pl_nip

Polish National Identification Numbers

dataprep.clean.clean_pl_pesel

Polish Register Of Economic Units

dataprep.clean.clean_pl_regon

Portuguese NIF Numbers

dataprep.clean.clean_pt_nif

Paraguay RUC Numbers

dataprep.clean.clean_py_ruc

Romanian CF (VAT) Numbers

dataprep.clean.clean_ro_cf

Romanian Numerical Personal Codes

dataprep.clean.clean_ro_cnp

Romanian Company Identifiers

dataprep.clean.clean_ro_cui

Romanian Trade Register Identifiers

dataprep.clean.clean_ro_onrc

French Company Establishment Identification Numbers

dataprep.clean.clean_fr_siret

United Kingdom National Health Service Patient Identifiers

dataprep.clean.clean_gb_nhs

Dutch Citizen Identification Numbers

dataprep.clean.clean_nl_bsn

Dutch Student Identification Numbers

dataprep.clean.clean_nl_onderwijsnummer

Belgian IBANs

dataprep.clean.clean_be_iban

Bulgarian Personal Numbers

dataprep.clean.clean_bg_pnf

Brazilian Company Identifiers

dataprep.clean.clean_br_cnpj :members:eu

Brazilian National Identifiers

dataprep.clean.clean_br_cpf

Canadian Social Insurance Numbers

dataprep.clean.clean_ca_sin

Chinese Unified Social Credit Codes

dataprep.clean.clean_cn_uscc

Estonian Organisation Registration Codes

dataprep.clean.clean_ee_registrikood

Spanish Real State IDs

dataprep.clean.clean_es_referenciacatastral

Euro Banknote Serial Numbers

dataprep.clean.clean_eu_banknote

European Energy Identification Codes

dataprep.clean.clean_eu_eic

Finnish Association Registry IDs

dataprep.clean.clean_fi_associationid

Finnish Individual Tax Numbers

dataprep.clean.clean_fi_veronumero

Dutch Postal Codes

dataprep.clean.clean_nl_postcode

Norwegian Birth Numbers

dataprep.clean.clean_no_fodselsnummer

New Zealand Bank Account Numbers

dataprep.clean.clean_nz_bankaccount

SEPA Identifier of the Creditor

dataprep.clean.clean_eu_at_02