Wine Quality

Name: Wine Quality
Creator: Data 37

API

Red and white Portuguese Vinho Verde physicochemical measurements and sensory quality scores. Source: UCI Machine Learning Repository — https://archive.ics.uci.edu/dataset/186 Data vintage: published 2009 Cleaned and reformatted from the original; see source page for full documentation and citation.

★ Free▣ DS-ready⤓ dataset · csv

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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/wine-quality

Example request

{}

Response shape

Fields

object
- columns array of
  - string
- note string
- sample_rows array of
  - object
    - alcohol string alcohol (% vol)
    - chlorides string chlorides (g NaCl/dm³)
    - citric_acid string citric acid (g/dm³)
    - density string density (g/cm³)
    - fixed_acidity string fixed acidity (g tartaric acid/dm³)
    - free_sulfur_dioxide string free SO₂ (mg/dm³)
    - pH string pH
    - quality string sensory quality score 0–10 (median of ≥3 expert ratings) — the target variable
    - residual_sugar string residual sugar (g/dm³)
    - sulphates string sulphates (g K₂SO₄/dm³)
    - total_sulfur_dioxide string total SO₂ (mg/dm³)
    - volatile_acidity string volatile acidity (g acetic acid/dm³) — high values taste vinegary
    - wine_type string

Example rows

fixed_acidity	volatile_acidity	citric_acid	residual_sugar	chlorides	free_sulfur_dioxide	total_sulfur_dioxide	density	pH	sulphates	alcohol	quality	wine_type
7.4	0.7	0	1.9	0.076	11	34	0.9978	3.51	0.56	9.4	5	red
7.8	0.88	0	2.6	0.098	25	67	0.9968	3.2	0.68	9.8	5	red
7.8	0.76	0.04	2.3	0.092	15	54	0.997	3.26	0.65	9.8	5	red

Example response (JSON)

{
  "columns": [
    "fixed_acidity",
    "volatile_acidity",
    "citric_acid",
    "residual_sugar",
    "chlorides",
    "free_sulfur_dioxide",
    "total_sulfur_dioxide",
    "density",
    "pH",
    "sulphates",
    "alcohol",
    "quality",
    "wine_type"
  ],
  "note": "Free preview. Full file delivered on download.",
  "sample_rows": [
    {
      "fixed_acidity": "7.4",
      "volatile_acidity": "0.7",
      "citric_acid": "0",
      "residual_sugar": "1.9",
      "chlorides": "0.076",
      "free_sulfur_dioxide": "11",
      "total_sulfur_dioxide": "34",
      "density": "0.9978",
      "pH": "3.51",
      "sulphates": "0.56",
      "alcohol": "9.4",
      "quality": "5",
      "wine_type": "red"
    },
    {
      "fixed_acidity": "7.8",
      "volatile_acidity": "0.88",
      "citric_acid": "0",
      "residual_sugar": "2.6",
      "chlorides": "0.098",
      "free_sulfur_dioxide": "25",
      "total_sulfur_dioxide": "67",
      "density": "0.9968",
      "pH": "3.2",
      "sulphates": "0.68",
      "alcohol": "9.8",
      "quality": "5",
      "wine_type": "red"
    },
    {
      "fixed_acidity": "7.8",
      "volatile_acidity": "0.76",
      "citric_acid": "0.04",
      "residual_sugar": "2.3",
      "chlorides": "0.092",
      "free_sulfur_dioxide": "15",
      "total_sulfur_dioxide": "54",
      "density": "0.997",
      "pH": "3.26",
      "sulphates": "0.65",
      "alcohol": "9.8",
      "quality": "5",
      "wine_type": "red"
    }
  ]
}

declaredfresh

Call it from the shell

curl 'https://api.datapoint.market/r/data37/wine-quality'

Call it from an agent

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call_endpoint("data37", "wine-quality", params={})

Free to call

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Provider: Data 37