Contract: condicao_lavouras¶

Paraná crop conditions — SEAB/DERAL.

Schema¶

Column	Type	Nullable	Unit	Constraints
`produto`	STRING	No	—	normalized DERAL key
`data`	STRING	No	—	dd/mm/yyyy
`condicao`	STRING	No	—	boa, media, ruim, plantio, colheita
`pct`	FLOAT	Yes	%	0-100
`plantio_pct`	FLOAT	Yes	%	0-100
`colheita_pct`	FLOAT	Yes	%	0-100

PK: (produto, data, condicao)

Products¶

14 crops: aveia, cafe, cana, canola, cevada, feijao, feijao_1, feijao_2, mandioca, milho, milho_1, milho_2, soja, trigo.

Geographic scope¶

Data covers exclusively the state of Paraná (PR).

Normalization¶

The dataset automatically normalizes progress rows (sowing/harvest) coming from the DERAL parser: - condicao="" + plantio_pct present → condicao="plantio" - condicao="" + colheita_pct present → condicao="colheita"

Example¶

from agrobr import datasets

# All crops
df = await datasets.condicao_lavouras()

# Soybeans only
df = await datasets.condicao_lavouras("soja")

# With metadata
df, meta = await datasets.condicao_lavouras(return_meta=True)