Default of Credit Card Clients

Name: Default of Credit Card Clients
Creator: Data 37

API

Taiwan credit-card clients with payment history and default indicator. Source: UCI Machine Learning Repository — https://archive.ics.uci.edu/dataset/350 Data vintage: 2005 (published 2016) Cleaned and reformatted from the original; see source page for full documentation and citation.

★ Free⤓ dataset · csv

Price per download Free no payment

Method GET

Networks

Format csv download

License UCI ML Repository. Most datasets are licensed CC BY 4.0 — cite the dataset page.

The URL

Send a GET request — parameters go in the query string — no payment, no API key. The relay returns the origin's JSON response directly.

https://api.datapoint.market/r/data37/default-of-credit-card-clients

Example request

{}

Response shape

Fields

object
- columns array of
  - string
- note string
- sample_rows array of
  - object
    - AGE string
    - BILL_AMT1 string
    - BILL_AMT2 string
    - BILL_AMT3 string
    - BILL_AMT4 string
    - BILL_AMT5 string
    - BILL_AMT6 string
    - EDUCATION string
    - ID string
    - LIMIT_BAL string
    - MARRIAGE string
    - PAY_0 string
    - PAY_2 string
    - PAY_3 string
    - PAY_4 string
    - PAY_5 string
    - PAY_6 string
    - PAY_AMT1 string
    - PAY_AMT2 string
    - PAY_AMT3 string
    - PAY_AMT4 string
    - PAY_AMT5 string
    - PAY_AMT6 string
    - SEX string
    - default payment next month string

Example rows

AGE	BILL_AMT1	BILL_AMT2	BILL_AMT3	BILL_AMT4	BILL_AMT5	BILL_AMT6	EDUCATION	ID	LIMIT_BAL	MARRIAGE	PAY_0	PAY_2	PAY_3	PAY_4	PAY_5	PAY_6	PAY_AMT1	PAY_AMT2	PAY_AMT3	PAY_AMT4	PAY_AMT5	PAY_AMT6	SEX	default payment next month
24	3913	3102	689	0	0	0	2	1	20000	1	2	2	-1	-1	-2	-2	0	689	0	0	0	0	2	1

Example response (JSON)

{
  "columns": [
    "ID",
    "LIMIT_BAL",
    "SEX",
    "EDUCATION",
    "MARRIAGE",
    "AGE",
    "PAY_0",
    "PAY_2",
    "PAY_3",
    "PAY_4",
    "PAY_5",
    "PAY_6",
    "BILL_AMT1",
    "BILL_AMT2",
    "BILL_AMT3",
    "BILL_AMT4",
    "BILL_AMT5",
    "BILL_AMT6",
    "PAY_AMT1",
    "PAY_AMT2",
    "PAY_AMT3",
    "PAY_AMT4",
    "PAY_AMT5",
    "PAY_AMT6",
    "default payment next month"
  ],
  "note": "Free preview. Full file delivered on download.",
  "sample_rows": [
    {
      "AGE": "24",
      "BILL_AMT1": "3913",
      "BILL_AMT2": "3102",
      "BILL_AMT3": "689",
      "BILL_AMT4": "0",
      "BILL_AMT5": "0",
      "BILL_AMT6": "0",
      "EDUCATION": "2",
      "ID": "1",
      "LIMIT_BAL": "20000",
      "MARRIAGE": "1",
      "PAY_0": "2",
      "PAY_2": "2",
      "PAY_3": "-1",
      "PAY_4": "-1",
      "PAY_5": "-2",
      "PAY_6": "-2",
      "PAY_AMT1": "0",
      "PAY_AMT2": "689",
      "PAY_AMT3": "0",
      "PAY_AMT4": "0",
      "PAY_AMT5": "0",
      "PAY_AMT6": "0",
      "SEX": "2",
      "default payment next month": "1"
    }
  ]
}

declaredfresh

Call it from the shell

curl 'https://api.datapoint.market/r/data37/default-of-credit-card-clients'

Call it from an agent

Connected in Claude (or any agent on the connector)? Buy it in one call — no API key, no signup. Call it once with no payment to take a free trial (real data) or get a price quote before you pay.

call_endpoint("data37", "default-of-credit-card-clients", params={})

Free to call

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Provider: Data 37