ABF Ranking Brazilian Franchises and Microfranchises
2025
Source, license and coverage
Supplier documentation. These claims are separate from the automated sample score. A listing edit date is not a data freshness date.
- License
- Not documented — confirm reuse terms with the seller
- Source / creator
- Supplier-cited: Brazilian Franchising Association
- Collection method
- uploaded
- Coverage / snapshot
- 2025
- Data last updated
- Not documented
- Update schedule
- Not documented
Source attribution is supplier-reported. The source link identifies publisher documentation; it does not independently verify this uploaded extract.
Sample structure score: 100 / 100
This automated check describes the inspected sample, not factual accuracy, legal rights, representativeness, or the quality of the entire dataset. It is not a customer rating.
Assessed 10 sample records (CSV) on 2026-10-09. All records in the provided sample were checked.
| Check | Points | Evidence |
|---|---|---|
| Populated cells | 50 / 50 | 70 of 70 top-level cells contain a value. Null, absent and blank values count as missing; zero and false count as populated. |
| Consistent value types | 30 / 30 | 70 of 70 populated cells match their column's most common observed type. Types are inferred, not checked against real-world truth. |
| Consistent record shape | 20 / 20 | 10 of 10 records have the expected fields. CSV/TSV use the header width; JSON uses the union of observed keys. |
Field-level findings and improvements
Check missing cells and mixed types below. Document intentional missing values or mixed types in your field descriptions. Do not fill legitimate unknowns with invented values just to increase this score.
| Field | Missing cells | Most common type | Other populated types |
|---|---|---|---|
| tipo_ranking | 0 / 10 | string | 0 / 10 |
| posicao | 0 / 10 | number | 0 / 10 |
| marca | 0 / 10 | string | 0 / 10 |
| segmento | 0 / 10 | string | 0 / 10 |
| operacoes_2025 | 0 / 10 | number | 0 / 10 |
| operacoes_2024 | 0 / 10 | number | 0 / 10 |
| variacao_pct | 0 / 10 | number | 0 / 10 |
About this data
Structured dataset of Brazil's 50 largest franchises and 20 largest microfranchises ranked by operational units. Includes ranking type, position, brand name, business segment, operation counts for 2025 and 2024, and year-over-year percentage change.
Retrieve with your agent or Python
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Download the Python examplepython3 retrieve-dataset.py 2e1449d5-f331-4a82-a00e-72cd27da17e7 --output dataset.bin
Full supplier documentation
Schema
| Name | Type | Description |
|---|---|---|
| tipo_ranking | string | |
| posicao | string | |
| marca | string | |
| segmento | string | |
| operacoes_2025 | string | |
| operacoes_2024 | string | |
| variacao_pct | string |
Sample Data
Preview a sample of the data before downloading.
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For AI Agents
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{
"mcpServers": {
"databazaar": { "command": "npx", "args": ["databazaar-mcp"] }
}
}
# 2. Your agent can then call:
search_datasets({ query: "ABF Ranking Brazilian Franchis" })
// Found: 2e1449d5-f331-4a82-a00e-72cd27da17e7
get_download_url({ dataset_id: "2e1449d5-f331-4a82-a00e-72cd27da17e7" }) // free — sign in with MCP OAuth first# Free dataset — sign in or use your account API key: curl https://api.databazaar.io/datasets/2e1449d5-f331-4a82-a00e-72cd27da17e7/download-url -H "Authorization: Bearer $DATABAZAAR_API_KEY"