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title: “Compare Thresholds” output: html_document runtime: shiny date: “2025-08-30” editor_options: chunk_output_type: console —

## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.1.4     ✔ readr     2.1.5
## ✔ forcats   1.0.0     ✔ stringr   1.5.1
## ✔ ggplot2   3.5.2     ✔ tibble    3.3.0
## ✔ lubridate 1.9.4     ✔ tidyr     1.3.1
## ✔ purrr     1.1.0     
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
## Linking to GEOS 3.13.1, GDAL 3.11.0, PROJ 9.6.0; sf_use_s2() is TRUE

## Reading layer `California_Zip_Codes' from data source 
##   `C:\Users\Brooke.Bell\Documents\GITHUB\CalHeatScore-DevOps\Model\Model Development\Version_2\Brooke\raw_data\California_Zip_Codes\California_Zip_Codes.shp' 
##   using driver `ESRI Shapefile'

## Warning in CPL_read_ogr(dsn, layer, query, as.character(options), quiet, : GDAL
## Message 1:
## C:\Users\Brooke.Bell\Documents\GITHUB\CalHeatScore-DevOps\Model\Model
## Development\Version_2\Brooke\raw_data\California_Zip_Codes\California_Zip_Codes.shp
## contains polygon(s) with rings with invalid winding order. Autocorrecting them,
## but that shapefile should be corrected using ogr2ogr for example.

## Simple feature collection with 1721 features and 6 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: -1228497 ymin: 7140103 xmax: 1771773 ymax: 10599780
## Projected CRS: WGS_1984_California_Teale_Albers_FtUS

## Rows: 1686 Columns: 5
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## dbl (5): ZIP_CODE, heat_rr1, heat_rr2, heat_rr3, heat_rr4
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
## Rows: 1721 Columns: 8
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (2): ZIP_CODE, Type
## dbl (4): heat_rr1, heat_rr2, heat_rr3, heat_rr4
## lgl (2): missing, extrapolated
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
## Rows: 1721 Columns: 8
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (2): ZIP_CODE, Type
## dbl (4): heat_rr1, heat_rr2, heat_rr3, heat_rr4
## lgl (2): missing, extrapolated
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

Model:

ucla_narrow internal_67th internal_90th