Breast Cancer Wisconsin Diagnostic

Name: Breast Cancer Wisconsin Diagnostic
Creator: Data 37

API

Fine-needle aspirate tumor measurements for benign/malignant breast cancer diagnosis. Source: UCI Machine Learning Repository — https://archive.ics.uci.edu/dataset/17 Data vintage: published 1995 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/breast-cancer-wisconsin-diagnostic

Example request

{}

Response shape

Fields

object
- columns array of
  - string
- note string
- sample_rows array of
  - object
    - area_mean string
    - area_se string
    - area_worst string
    - compactness_mean string
    - compactness_se string
    - compactness_worst string
    - concave_points_mean string
    - concave_points_se string
    - concave_points_worst string
    - concavity_mean string
    - concavity_se string
    - concavity_worst string
    - diagnosis string
    - fractal_dimension_mean string
    - fractal_dimension_se string
    - fractal_dimension_worst string
    - id string
    - perimeter_mean string
    - perimeter_se string
    - perimeter_worst string
    - radius_mean string
    - radius_se string
    - radius_worst string
    - smoothness_mean string
    - smoothness_se string
    - smoothness_worst string
    - symmetry_mean string
    - symmetry_se string
    - symmetry_worst string
    - texture_mean string
    - texture_se string
    - texture_worst string

Example rows

area_mean	area_se	area_worst	compactness_mean	compactness_se	compactness_worst	concave_points_mean	concave_points_se	concave_points_worst	concavity_mean	concavity_se	concavity_worst	diagnosis	fractal_dimension_mean	fractal_dimension_se	fractal_dimension_worst	id	perimeter_mean	perimeter_se	perimeter_worst	radius_mean	radius_se	radius_worst	smoothness_mean	smoothness_se	smoothness_worst	symmetry_mean	symmetry_se	symmetry_worst	texture_mean	texture_se	texture_worst
1001	153.4	2019	0.2776	0.04904	0.6656	0.1471	0.01587	0.2654	0.3001	0.05373	0.7119	M	0.07871	0.006193	0.1189	842302	122.8	8.589	184.6	17.99	1.095	25.38	0.1184	0.006399	0.1622	0.2419	0.03003	0.4601	10.38	0.9053	17.33

Example response (JSON)

{
  "columns": [
    "id",
    "diagnosis",
    "radius_mean",
    "texture_mean",
    "perimeter_mean",
    "area_mean",
    "smoothness_mean",
    "compactness_mean",
    "concavity_mean",
    "concave_points_mean",
    "symmetry_mean",
    "fractal_dimension_mean",
    "radius_se",
    "texture_se",
    "perimeter_se",
    "area_se",
    "smoothness_se",
    "compactness_se",
    "concavity_se",
    "concave_points_se",
    "symmetry_se",
    "fractal_dimension_se",
    "radius_worst",
    "texture_worst",
    "perimeter_worst",
    "area_worst",
    "smoothness_worst",
    "compactness_worst",
    "concavity_worst",
    "concave_points_worst",
    "symmetry_worst",
    "fractal_dimension_worst"
  ],
  "note": "Free preview. Full file delivered on download.",
  "sample_rows": [
    {
      "area_mean": "1001",
      "area_se": "153.4",
      "area_worst": "2019",
      "compactness_mean": "0.2776",
      "compactness_se": "0.04904",
      "compactness_worst": "0.6656",
      "concave_points_mean": "0.1471",
      "concave_points_se": "0.01587",
      "concave_points_worst": "0.2654",
      "concavity_mean": "0.3001",
      "concavity_se": "0.05373",
      "concavity_worst": "0.7119",
      "diagnosis": "M",
      "fractal_dimension_mean": "0.07871",
      "fractal_dimension_se": "0.006193",
      "fractal_dimension_worst": "0.1189",
      "id": "842302",
      "perimeter_mean": "122.8",
      "perimeter_se": "8.589",
      "perimeter_worst": "184.6",
      "radius_mean": "17.99",
      "radius_se": "1.095",
      "radius_worst": "25.38",
      "smoothness_mean": "0.1184",
      "smoothness_se": "0.006399",
      "smoothness_worst": "0.1622",
      "symmetry_mean": "0.2419",
      "symmetry_se": "0.03003",
      "symmetry_worst": "0.4601",
      "texture_mean": "10.38",
      "texture_se": "0.9053",
      "texture_worst": "17.33"
    }
  ]
}

declaredfresh

Call it from the shell

curl 'https://api.datapoint.market/r/data37/breast-cancer-wisconsin-diagnostic'

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call_endpoint("data37", "breast-cancer-wisconsin-diagnostic", params={})

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Provider: Data 37