ABRAINC-FIPE Primary Market Indicators

Primary real estate market indicators including launches, sales, and business conditions from 66+ partnered developers.

Retrieve this dataset with get_dataset() using the name "abrainc".

abrainc <- get_dataset("abrainc")
abrainc_radar <- get_dataset("abrainc", table = "radar")

Source

ABRAINC/FIPE

Social Housing (MCMV) refers to Minha Casa Minha Vida and Casa Verde Amarela programs.

Broad numbers of launches, sales, supply in the primary market. This is the default table.

date: Reference month.
year: Reference year.
category: Indicator group (e.g. new_units, sold, delivered).
variable: Market segment: total, market_rate, or social_housing (MCMV and related programs).
value: Number of units.
variable_label: Human-readable label for variable.

0-10 standardized index for general business conditions.

date: Reference month.
year: Reference year.
category: Radar dimension (e.g. macro, credit, demand).
variable: Indicator within the dimension (e.g. confidence, activity, interest).
source: Source of the underlying series (e.g. FGV, BCB).
value: Standardized 0-10 score.
avg_category: Average score of the category over the full sample.
avg_year_category: Average score of the category in the year.
avg_year_variable: Average score of the variable in the year.
ma3: 3-month moving average of value.
ma6: 6-month moving average of value.
variable_label: Human-readable label for variable.

Building permits in São Paulo as real estate leading indicator.

date: Reference month.
year: Reference year.
variable: Series identifier: leading_index, leading_index_12m, or alvaras_total (building permits).
zone: São Paulo city zone (Total, Centro, Zona Norte, and others).
value: Series value; index points, percent change, or permit counts depending on variable.
variable_label: Human-readable label for variable.