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datafair.cloud

datafair.cloud

live Unverified (seed import) Productivity & Business 19 tools imperative implementation

Data Fair

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 13 · Act 6 · Transact 0 · Score: Not yet scored

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aggregate_data

act imperative

Aggregate dataset rows by 1-3 columns with optional metric (sum, avg, min, max, count). Defaults to counting rows per group. For a single global metric without grouping, use calculate_metric.

Page: /

Input schema

PropertyTypeRequiredDescription
datasetId string yes The exact dataset ID from the "id" field in list_datasets results. Do not use the title or slug.
groupByColumns array yes Columns to GROUP BY (like SQL GROUP BY). These define the categories/buckets, NOT the column to compute metrics on. Use column keys from describe_dataset (min 1, max 3).
metric object no Optional metric to compute ON EACH GROUP. If not provided, defaults to counting rows per group.
filters object no Column filters as key-value pairs: column_key + suffix, all values strings. Example: { "ville_eq": "Paris", "age_lte": "30", "nom_search": "Jean" }. Suffixes include _eq, _in, _gt/_lt, _search and more; if one is rejected the 400 error lists what the column supports. Never _c_-prefix a column filter (use ville_eq, not _c_ville_eq).
bbox string no Bounding box "lonMin,latMin,lonMax,latMax" (lon before lat), e.g. "-2.5,43,3,47". Geolocalized datasets only.
geoDistance string no Proximity filter "lon,lat,distance" (lon first), e.g. "2.35,48.85,10km"; distance "0" = point-in-polygon. Geolocalized datasets only.
dateMatch string no Date "YYYY-MM-DD" (single day) or "YYYY-MM-DD,YYYY-MM-DD" (range), e.g. "2023-11-21". Temporal datasets only.
sort string no Sort order for aggregation results. Use special keys: "count" or "-count" (by row count asc/desc), "key" or "-key" (by column value asc/desc), "metric" or "-metric" (by metric value asc/desc). Default: sorts by metric desc (if metric specified), then count desc. Example: "-count" to sort by most frequent values first
Raw JSON schema
{
  "type": "object",
  "properties": {
    "datasetId": {
      "type": "string",
      "description": "The exact dataset ID from the \"id\" field in list_datasets results. Do not use the title or slug."
    },
    "groupByColumns": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Columns to GROUP BY (like SQL GROUP BY). These define the categories/buckets, NOT the column to compute metrics on. Use column keys from describe_dataset (min 1, max 3)."
    },
    "metric": {
      "type": "object",
      "properties": {
        "column": {
          "type": "string",
          "description": "The column to compute the metric ON (e.g., \"salary\" for average salary). This is NOT the grouping column. Use column keys from describe_dataset."
        },
        "type": {
          "type": "string",
          "description": "Metric to compute on each group. \"count\" counts rows per group (identical to omitting the metric parameter — does NOT count non-null values of the specified column)."
        }
      },
      "description": "Optional metric to compute ON EACH GROUP. If not provided, defaults to counting rows per group."
    },
    "filters": {
      "type": "object",
      "description": "Column filters as key-value pairs: column_key + suffix, all values strings. Example: { \"ville_eq\": \"Paris\", \"age_lte\": \"30\", \"nom_search\": \"Jean\" }. Suffixes include _eq, _in, _gt/_lt, _search and more; if one is rejected the 400 error lists what the column supports. Never _c_-prefix a column filter (use ville_eq, not _c_ville_eq).",
      "properties": {}
    },
    "bbox": {
      "type": "string",
      "description": "Bounding box \"lonMin,latMin,lonMax,latMax\" (lon before lat), e.g. \"-2.5,43,3,47\". Geolocalized datasets only."
    },
    "geoDistance": {
      "type": "string",
      "description": "Proximity filter \"lon,lat,distance\" (lon first), e.g. \"2.35,48.85,10km\"; distance \"0\" = point-in-polygon. Geolocalized datasets only."
    },
    "dateMatch": {
      "type": "string",
      "description": "Date \"YYYY-MM-DD\" (single day) or \"YYYY-MM-DD,YYYY-MM-DD\" (range), e.g. \"2023-11-21\". Temporal datasets only."
    },
    "sort": {
      "type": "string",
      "description": "Sort order for aggregation results. Use special keys: \"count\" or \"-count\" (by row count asc/desc), \"key\" or \"-key\" (by column value asc/desc), \"metric\" or \"-metric\" (by metric value asc/desc). Default: sorts by metric desc (if metric specified), then count desc. Example: \"-count\" to sort by most frequent values first"
    }
  },
  "required": [
    "datasetId",
    "groupByColumns"
  ]
}

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