Loads, for each city and application year, how many cleaned applications were submitted, how many had an issued permit at retrieval time, and the resolved share. Cohorts are always formed on the application year, never the issue year: a large share of permits issued in any given year were filed earlier, so issue-year grouping oversamples slow permits.

Usage

permit_cohorts(city = NULL)

Arguments

city: Optional city slug filter, as in permit_records.

Value

A data frame with one row per city and application year from 2015 onward with at least 30 cleaned applications; earlier or thinner city-years are present in permit_records but carry no cohort row. publishable is TRUE once a cohort has at least 30 applications and at least 75 percent of them resolved; younger cohorts are censored toward fast permits and must not be aggregated.

Examples

cohorts <- permit_cohorts("los-angeles")
cohorts[, c("year", "submitted", "issued", "resolved")]
#>   year submitted issued resolved
#> 1 2020      4402   3579    0.813
#> 2 2021      4898   4067    0.830
#> 3 2022      5286   4304    0.814
#> 4 2023      4567   3641    0.797
#> 5 2024      4582   3677    0.802
#> 6 2025      4830   3517    0.728
#> 7 2026      2585    929    0.359

Load application-year cohort completion rates

Usage

Arguments

Value

Examples