Capital AI

Capital AI

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Datasetshelios_eu_authorizations.csv
ds_helios_eu

Step 2 of 5

Field Mapping

Map the columns detected in your CSV to the canonical Capital AI transaction schema. Required fields must be mapped before training can begin.

Mapping completeness

82%

14 of 17 canonical fields mapped

Required fields

6/6

All required fields covered

Detected columns

23

14 mapped · 9 unused

Detected columns

From the uploaded CSV

23

  • txn_id

    string · sample: txn_8a3f10c

    Mapped

  • event_ts

    datetime · sample: 2024-04-12T18:42:11Z

    Mapped

  • cust_ref

    string · sample: cus_44211

    Mapped

  • card_token

    string · sample: card_4f9b

    Mapped

  • ip

    string · sample: 84.122.18.4

    Mapped

  • merchant

    string · sample: mer_12044

    Mapped

  • mcc

    string · sample: 5411

    Mapped

  • country

    string · sample: US

    Mapped

  • city

    string · sample: Brooklyn

    Mapped

  • ch_type

    string · sample: CNP

    Mapped

  • amt

    number · sample: 84.21

    Mapped

  • ccy

    string · sample: USD

    Mapped

  • label_fraud

    boolean · sample: false

    Mapped

  • fraud_kind

    string · sample: —

    Mapped

  • auth_code

    string · sample: A2918

    Unused

  • cvv_result

    string · sample: M

    Unused

  • avs_result

    string · sample: Y

    Unused

  • three_ds

    string · sample: challenged

    Unused

  • issuer_resp

    string · sample: 00

    Unused

  • device_fp

    string · sample: —

    Unused

  • lat

    number · sample: —

    Unused

  • lng

    number · sample: —

    Unused

  • session_id

    string · sample: ses_99af1

    Unused

Canonical transaction schema

Select a source column for each field

17

  • transaction_id

    Required

  • timestamp

    Required

  • customer_id

    Required

  • card_id

    Required

  • device_id

  • ip_address

  • merchant_id

    Required

  • merchant_category

  • merchant_country

  • merchant_city

  • merchant_latitude

  • merchant_longitude

  • transaction_type

  • amount

    Required

  • currency

  • is_fraud

  • fraud_type