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Firecrawl Alexandria
Public records

UNESCO UIS

UNESCO UIS published versions, geographies, indicators and education observations.

1 Firecrawl tool uses UNESCO UIS
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Compare female and male primary-school completion rates in Brazil from 2015 through 2023, including UIS footnotes and release version.

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Choose an example or ask your own question.

UNESCO UIS
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1Request
string[]Required

UIS indicator codes (see indicators / indicator). Unknown codes answer not_found. Separate values with commas.

string

Opaque next_cursor from the previous page of the same query. null or omitted = first page.

number

Last year, inclusive.

string

Restrict to national or regional units when geo_units is empty.

string[]

ISO3 country codes and/or region ids such as `SDG: Sub-Saharan Africa`. Empty = every geo unit (combine with geo_unit_type). Separate values with commas.

number

Records per page (1 to 1000).

number

First year, inclusive.

5 credits
Codefollows the fields above
const result = await firecrawl.scrape({
  alexandria: {
    provider: "databrowser-uis-unesco-org",
    capability: "statistics/data",
    options: {
      end: 1704067200,
      geo_units: [
        "BRA",
      ],
      indicator_codes: [
        "CR.1.F",
      ],
      page_size: 5,
      start: 1577836800,
    },
  },
});
2Response example

This is a sample shape. Press Run to see live data from UNESCO UIS.

{
  "complete": true,
  "count": 5,
  "function": "data",
  "indicator_metadata": null,
  "license": {
    "attribution": "Source: UNESCO Institute for Statistics (UIS), https://api.uis.unesco.org/api/public, extracted 2026-09-15T03:50:00.000Z",
    "name": "Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)",
    "share_alike": true,
    "terms_url": "https://databrowser.uis.unesco.org/terms-and-conditions",
    "url": "https://creativecommons.org/licenses/by-sa/4.0/"
  },
  "next_cursor": null,
  "observed_at_ms": 1789444200000,
  "records": [
    {
      "data_source": "ECLAC based on Pesquisa por Amostra de Domicilios Continua - PNAD Continua, National, Annual",
      "footnotes": [
        {
          "subtype": "Data sources",
          "text": "ECLAC based on Pesquisa por Amostra de Domicilios Continua - PNAD Continua, National, Annual",
          "type": "Source"
        }
      ],
      "geo_unit": "BRA",
      "geo_unit_type": "country",
      "indicator_code": "CR.1.F",
      "indicator_name": "Completion rate, primary education, female (%)",
      "magnitude": null,
      "observed_at_ms": 1789444200000,
      "qualifier": null,
      "source_url": "https://api.uis.unesco.org/api/public/data/indicators?indicator=CR.1.F&geoUnit=BRA&start=2020&end=2020&footnotes=true&indicatorMetadata=false&version=20260507-91260335",
      "stable_id": "20260507-91260335|CR.1.F|BRA|2020",
      "unit_label": "%",
      "value": "97.3",
      "value_number": 97.3,
      "version": "20260507-91260335",
      "year": 2020
    },
    {
      "data_source": "ECLAC based on Pesquisa por Amostra de Domicilios Continua - PNAD Continua, National, Annual",
      "footnotes": [
        {
          "subtype": "Data sources",
          "text": "ECLAC based on Pesquisa por Amostra de Domicilios Continua - PNAD Continua, National, Annual",
          "type": "Source"
        }
      ],
      "geo_unit": "BRA",
      "geo_unit_type": "country",
      "indicator_code": "CR.1.F",
      "indicator_name": "Completion rate, primary education, female (%)",
      "magnitude": null,
      "observed_at_ms": 1789444200000,
      "qualifier": null,
      "source_url": "https://api.uis.unesco.org/api/public/data/indicators?indicator=CR.1.F&geoUnit=BRA&start=2021&end=2021&footnotes=true&indicatorMetadata=false&version=20260507-91260335",
      "stable_id": "20260507-91260335|CR.1.F|BRA|2021",
      "unit_label": "%",
      "value": "97.6",
      "value_number": 97.6,
      "version": "20260507-91260335",
      "year": 2021
    },
    {
      "data_source": "ECLAC based on Pesquisa por Amostra de Domicilios Continua - PNAD Continua, National, Annual",
      "footnotes": [
        {
          "subtype": "Data sources",
          "text": "ECLAC based on Pesquisa por Amostra de Domicilios Continua - PNAD Continua, National, Annual",
          "type": "Source"
        }
      ],
      "geo_unit": "BRA",
      "geo_unit_type": "country",
      "indicator_code": "CR.1.F",
      "indicator_name": "Completion rate, primary education, female (%)",
      "magnitude": null,
      "observed_at_ms": 1789444200000,
      "qualifier": null,
      "source_url": "https://api.uis.unesco.org/api/public/data/indicators?indicator=CR.1.F&geoUnit=BRA&start=2022&end=2022&footnotes=true&indicatorMetadata=false&version=20260507-91260335",
      "stable_id": "20260507-91260335|CR.1.F|BRA|2022",
      "unit_label": "%",
      "value": "98",
      "value_number": 98,
      "version": "20260507-91260335",
      "year": 2022
    },
    {
      "data_source": "ECLAC based on Pesquisa por Amostra de Domicilios Continua - PNAD Continua, National, Annual",
      "footnotes": [
        {
          "subtype": "Data sources",
          "text": "ECLAC based on Pesquisa por Amostra de Domicilios Continua - PNAD Continua, National, Annual",
          "type": "Source"
        }
      ],
      "geo_unit": "BRA",
      "geo_unit_type": "country",
      "indicator_code": "CR.1.F",
      "indicator_name": "Completion rate, primary education, female (%)",
      "magnitude": null,
      "observed_at_ms": 1789444200000,
      "qualifier": null,
      "source_url": "https://api.uis.unesco.org/api/public/data/indicators?indicator=CR.1.F&geoUnit=BRA&start=2023&end=2023&footnotes=true&indicatorMetadata=false&version=20260507-91260335",
      "stable_id": "20260507-91260335|CR.1.F|BRA|2023",
      "unit_label": "%",
      "value": "97.4",
      "value_number": 97.4,
      "version": "20260507-91260335",
      "year": 2023
    },
    {
      "data_source": "Brazil Pesquisa Nacional por Amostra de Domicilios Continua (PNAD-C) 2024 2nd Quarter. The survey collected data on school attendance and educational attainment for age 0 and above.",
      "footnotes": [
        {
          "subtype": "Data sources",
          "text": "Brazil Pesquisa Nacional por Amostra de Domicilios Continua (PNAD-C) 2024 2nd Quarter. The survey collected data on school attendance and educational attainment for age 0 and above.",
          "type": "Source"
        }
      ],
      "geo_unit": "BRA",
      "geo_unit_type": "country",
      "indicator_code": "CR.1.F",
      "indicator_name": "Completion rate, primary education, female (%)",
      "magnitude": null,
      "observed_at_ms": 1789444200000,
      "qualifier": null,
      "source_url": "https://api.uis.unesco.org/api/public/data/indicators?indicator=CR.1.F&geoUnit=BRA&start=2024&end=2024&footnotes=true&indicatorMetadata=false&version=20260507-91260335",
      "stable_id": "20260507-91260335|CR.1.F|BRA|2024",
      "unit_label": "%",
      "value": "98.09703063964844",
      "value_number": 98.09703063964844,
      "version": "20260507-91260335",
      "year": 2024
    }
  ],
  "retrieved_at": "2026-09-15T03:50:00.000Z",
  "schema_version": "1.0.0",
  "source_updated_at": "2026-05-08T16:58:36.233Z",
  "source_url": "https://api.uis.unesco.org/api/public/data/indicators?indicator=CR.1.F&geoUnit=BRA&start=2020&end=2024&footnotes=true&indicatorMetadata=true&version=20260507-91260335",
  "total_records": 5,
  "version": "20260507-91260335",
  "warnings": []
}

Benchmarks

Public records benchmarks

Quality, speed and cost, last 24 hours, across every agent call to UNESCO UIS through Alexandria.

Fewer than 20 calls in the last 24 hours, so there is not enough to report yet.

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