Kyle Walker walkerke
walkerke
/ mapbox_isochrones.R
Last active
May 11, 2025 03:56
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| library(mapboxapi) | |
| library(mapview) | |
| mb_access_token("YOUR TOKEN GOES HERE") | |
| isos <- mb_isochrone("2500 Victory Ave, Dallas TX", | |
| time = c(5, 10, 15), | |
| profile = "driving-traffic") | |
| mapview(isos, zcol = "time", |
walkerke
/ state_to_state_flows.R
Last active
August 3, 2023 15:32
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| library(tidycensus) | |
| library(tidyverse) | |
| library(tigris) | |
| options(tigris_use_cache = TRUE) | |
| migrants <- get_pums( | |
| variables = c("MIGSP", "PUMA"), | |
| state = "all", | |
| year = 2021, | |
| survey = "acs1", |
walkerke
/ gis_workflow.R
Created
August 1, 2023 20:25
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| library(sf) | |
| library(tigris) | |
| library(tidycensus) | |
| library(tidyverse) | |
| library(mapview) | |
| library(mapboxapi) | |
| library(randomNames) | |
| options(tigris_use_cache = TRUE) | |
| denton <- counties(cb = TRUE) %>% |
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| library(tidycensus) | |
| library(tigris) | |
| library(tidyverse) | |
| library(sf) | |
| library(srvyr) | |
| options(tigris_use_cache = TRUE) | |
| sf_area <- metro_divisions() %>% | |
| filter(GEOID %in% c("4186042034", "4186041884")) |
walkerke
/ 25_29_change.R
Created
July 12, 2023 14:42
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| # remotes::install_github("walkerke/tidycensus") | |
| library(tidycensus) | |
| library(tidyverse) | |
| library(showtext) | |
| font_add_google("Roboto") | |
| showtext_auto() | |
| county_all <- get_estimates( | |
| geography = "county", |
walkerke
/ rgovys-script.R
Created
May 18, 2023 18:57
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| # Install packages (if necessary) | |
| # install.packages(c("tidycensus", "tidyverse", "tmap", "mapview")) | |
| # Load libraries | |
| library(tidycensus) | |
| library(tidyverse) | |
| # Optional: if you plan to be a power user (500+ queries / day) | |
| # Get a Census API key at https://api.census.gov/data/key_signup.html. | |
| # Activate the key from the link in your email. |
walkerke
/ death_rates.R
Created
April 7, 2023 13:24
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| # remotes::install_github("walkerke/tidycensus") | |
| library(tidycensus) | |
| library(tidyverse) | |
| library(tigris) | |
| options(tigris_use_cache = TRUE) | |
| sysfonts::font_add_google("Roboto") | |
| showtext::showtext_auto() | |
| death_rates <- get_estimates(geography = "county", |
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| remotes::install_github("walkerke/tidycensus") | |
| library(tidycensus) | |
| library(tidyverse) | |
| library(tigris) | |
| options(tigris_use_cache = TRUE) | |
| sysfonts::font_add_google("Roboto") | |
| showtext::showtext_auto() |
walkerke
/ purrr_maps.R
Created
March 23, 2023 20:01
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| library(tidycensus) | |
| library(tidyverse) | |
| options(tigris_use_cache = TRUE) | |
| state_names <- c(state.name, "District of Columbia") | |
| names(state_names) <- state_names | |
| tictoc::tic() | |
| age_maps <- map(state_names, ~{ | |
walkerke
/ city_shape_analysis.R
Created
January 18, 2023 21:01
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| library(tidycensus) | |
| library(tigris) | |
| library(tidyverse) | |
| library(sf) | |
| options(tigris_use_cache = TRUE) | |
| sf_use_s2(FALSE) | |
| top_places <- get_acs( | |
| geography = "place", | |
| variables = "B01001_001", |