Created
April 27, 2026 20:08
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| library(mapgl) # Get the new features: pak::pak("walkerke/mapgl") | |
| library(tidycensus) | |
| library(sf) | |
| library(tidyverse) | |
| sf_use_s2(FALSE) | |
| tx_bgs <- get_acs( | |
| geography = "block group", | |
| variables = "B01001_001", | |
| state = "TX", | |
| geometry = TRUE, | |
| year = 2024 | |
| ) |> | |
| st_transform(4326) | |
| m <- mapboxgl(bounds = filter(tx_bgs, str_starts(GEOID, "48439"))) |> | |
| add_fill_layer( | |
| id = "Block Groups", | |
| source = tx_bgs, | |
| fill_color = interpolate( | |
| column = "estimate", | |
| na_color = "lightgrey", | |
| stops = viridisLite::viridis(6), | |
| values = seq(0, 8000, length.out = 6) | |
| ), | |
| fill_opacity = 0.7, | |
| visibility = "none" | |
| ) |> | |
| add_layers_control(position = "top-right") |> | |
| add_draw_control( | |
| radius = TRUE, | |
| attributes = list( | |
| site_id = draw_attribute(type = "text", label = "Site ID"), | |
| notes = draw_attribute(type = "textarea", label = "Site notes") | |
| ), | |
| show_measurements = TRUE | |
| ) | |
| m | |
| sites <- get_drawn_features(m) | |
| site_populations <- st_join( | |
| sites, | |
| tx_bgs, | |
| left = FALSE | |
| ) |> | |
| st_drop_geometry() |> | |
| summarize(pop_est = sum(estimate, na.rm = TRUE), .by = site_id) | |
| site_populations |
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