A package to manage, distribute, and version control CCAO-specific functions. These functions are used throughout CCAO applications, models, and diagnostics. For generalized versions of assessment-related functions, see assessR.
For detailed documentation on included functions and data, visit the full reference list.
You can install the released version of ccao directly from GitHub with
one of the following commands:
# Using remotes
remotes::install_github("ccao-data/ccao")
# Using renv
renv::install("ccao-data/ccao")
# Using pak
pak::pak("ccao-data/ccao")
# Append the @ symbol for a specific version
remotes::install_github("ccao-data/[email protected]")Here is a quick example using ccao functions with included sample
data:
library(ccao)
library(dplyr)
library(knitr)
# Create a small subsample of data. This is the "raw" data taken from SQL
sample_data <- chars_sample_athena %>%
select(pin, year, char_yrblt, char_gar1_size, char_ext_wall) %>%
slice(c(1, 2, 5, 14)) %>%
mutate(township_code = c("72", "73", "71", "72"))
sample_data %>%
kable(digits = 3)| pin | year | char_yrblt | char_gar1_size | char_ext_wall | township_code |
|---|---|---|---|---|---|
| 10254170360000 | 2015 | 1948 | 7 | 2 | 72 |
| 09363230550000 | 2019 | 1923 | 7 | 3 | 73 |
| 10253190450000 | 2018 | 1951 | 3 | 2 | 71 |
| 13253230040000 | 2019 | 1969 | 7 | 2 | 72 |
# Recode/rename/clean data using town_ and vars_ functions from ccao
sample_data %>%
mutate(
pin = pin_format_pretty(pin),
township_name = town_convert(township_code),
triad_name = town_get_triad(township_code, name = TRUE),
`Next Reass. Year` = town_get_assmnt_year(
township_code,
round_type = "ceiling"
)
) %>%
vars_recode(type = "long") %>%
vars_rename(names_from = "athena", names_to = "pretty") %>%
kable(digits = 3)| PIN | Year | Year Built | Garage 1 Size | Exterior Wall Material | Township Code | Township Name | Triad Name | Next Reass. Year |
|---|---|---|---|---|---|---|---|---|
| 10-25-417-036 | 2015 | 1948 | 0 cars | Masonry | 72 | Lake | City | 2024 |
| 09-36-323-055 | 2019 | 1923 | 0 cars | Frame + Masonry | 73 | Lake View | City | 2024 |
| 10-25-319-045 | 2018 | 1951 | 2 cars | Masonry | 71 | Jefferson | City | 2024 |
| 13-25-323-004 | 2019 | 1969 | 0 cars | Masonry | 72 | Lake | City | 2024 |
The CCAO Communications Department created a palette of colors for CCAO
press materials and visualizations. Navy, gold, and buttermilk are the
colors used in the CCAO logo. Typically navy and gold are used for
discrete values in plots. The hex codes for these colors are available
via the named list ccao_colors.
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