---
license: cc-by-4.0
language:
- pt
- es
- en
size_categories:
- 100K<n<1M
tags:
- brazil
- argentina
- government
- public-services
- open-data
- transit
- health
- social-assistance
- libraries
task_categories:
- tabular
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
dataset_info:
  features:
  - name: data_referencia
    dtype: string
  - name: reference_year
    dtype: int64
  - name: municipio
    dtype: string
  - name: region_code
    dtype: string
  - name: region_name
    dtype: string
  - name: country
    dtype: string
  - name: country_name
    dtype: string
  - name: categoria_servico
    dtype: string
  - name: service_domain
    dtype: string
  - name: service_unit
    dtype: string
  - name: quantidade
    dtype: int64
  - name: valor_total
    dtype: float64
  - name: currency
    dtype: string
  - name: source_dataset
    dtype: string
  - name: source_row
    dtype: int64
  splits:
  - name: train
    num_bytes: 8309570
    num_examples: 41466
  download_size: 768899
  dataset_size: 8309570
---

# BR/AR Government Public-Services — Merged Dataset

Annual merged dataset integrating Brazilian and Argentine government public-service
open-data releases (public transit, public-hospital appointments, social-assistance
payments and public-library loans) hosted on the Hugging Face Hub.

**Reference year: 2023 — 123,561 rows** (concatenated 125,265, exact duplicates removed 1,704).

## Sources (8)

| Country | Domain | Source dataset |
|---|---|---|
| BR | transit | `toolathon123/br-transporte-bilhetagem-cartao` |
| BR | health | `toolathon123/br-saude-ambulatorio-consultas` |
| BR | social_assistance | `toolathon123/br-assistencia-social-bolsa-familia` |
| BR | library | `toolathon123/br-bibliotecas-emprestimos` |
| AR | transit | `toolathon123/ar-transporte-sube-tarjetas` |
| AR | health | `toolathon123/ar-salud-publica-turnos` |
| AR | social_assistance | `toolathon123/ar-anses-asignaciones-sociales` |
| AR | library | `toolathon123/ar-bibliotecas-prestamos` |

## Schema

| column | dtype | description |
|---|---|---|
| data_referencia | string | unified reference date (ISO) |
| reference_year | int64 | annual time key |
| municipio | string | municipality name |
| region_code | string | IBGE 7-digit (BR) / INDEC code (AR) |
| region_name | string | state (BR) / province (AR) |
| country | string | BR / AR |
| country_name | string | Brazil / Argentina |
| categoria_servico | string | normalized service category (English labels) |
| service_domain | string | transit / health / social_assistance / library |
| service_unit | string | transit line / hospital / library / benefit program |
| quantidade | int64 | quantity |
| valor_total | float64 | total value (original currency) |
| currency | string | BRL / ARS |
| source_dataset | string | provenance: source dataset id |
| source_row | int64 | provenance: original row number |

An English-named variant of the same data is stored as
`merged_br_ar_gov_2023_en.parquet` in this repository.

All personal identifiers (names, CPF/CUIT/CUIL/DNI, card & SUS numbers, NIS,
e-mail) were removed from the source releases during the merge. See
`quality_report_2023.json` for the full annual data-quality report.