## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr 1.1.3 ✔ readr 2.1.4
## ✔ forcats 1.0.0 ✔ stringr 1.5.0
## ✔ ggplot2 3.4.3 ✔ tibble 3.2.1
## ✔ lubridate 1.9.3 ✔ tidyr 1.3.0
## ✔ purrr 1.0.2
## ── 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
## Getting data from the 2015-2019 5-year ACS

## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 9344 rows containing non-finite values (`stat_smooth()`).
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 19 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 9363 rows containing missing values (`geom_point()`).

## Warning in rdrobust(y = combined$allocation, x = combined$pop_2019, c =
## cutoff): Mass points detected in the running variable.
## Sharp RD estimates using local polynomial regression.
##
## Number of Obs. 9392
## BW type mserd
## Kernel Triangular
## VCE method NN
##
## Number of Obs. 9359 33
## Eff. Number of Obs. 9 8
## Order est. (p) 1 1
## Order bias (q) 2 2
## BW est. (h) 131634.609 131634.609
## BW bias (b) 313336.965 313336.965
## rho (h/b) 0.420 0.420
## Unique Obs. 5079 29
##
## =============================================================================
## Method Coef. Std. Err. z P>|z| [ 95% C.I. ]
## =============================================================================
## Conventional-3141410.92230136071.482 -0.104 0.917[-62207025.663 , 55924203.819]
## Robust - - -0.332 0.740[-77501309.401 , 55055604.272]
## =============================================================================
## Rows: 51 Columns: 4
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (2): stname, stusps
## dbl (2): st, census_code
##
## 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.
## Warning: ggrepel: 1 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps


