ben/route_analysis
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Update to WI-schools-cycle.Rmd

Browse Source
This commit is contained in:
syounkin 2024-11-21 17:10:46 -06:00
parent 5c12c14f8d
commit a1be8f5f25
1 changed files with 55 additions and 2 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

57
WI-schools-cycle.Rmd
View File

@ -32,7 +32,7 @@ library(parallel)
fig.height <- 6
set.seed(1)
source("./R/functions.R")
runLoop <- TRUE
runLoop <- FALSE
```
## Configuration
@ -140,9 +140,12 @@ saveRDS(gridList, "./R/data/gridList.rds")
saveRDS(routesList, "./R/data/routesList.rds")
```
```{r showLists, eval = TRUE, echo = TRUE, results = "show", warning = TRUE, error = TRUE, message = TRUE}
## Read List Data
```{r readLists, eval = TRUE, echo = TRUE, results = "show", warning = TRUE, error = TRUE, message = TRUE}
routesList <- readRDS(file = "./R/data/routesList.rds")
gridList <- readRDS(file = "./R/data/gridList.rds")
WI_schools <- readRDS(file = "./R/data/WI_schools.rds")
not.cycleway.vec <- c()
@ -168,8 +171,58 @@ for(j in 1:length(gridList)){
not.cycleway.vec <- c(not.cycleway.vec, median(grid$not.cycleway))
}
```
## Plot List Data
### Best & Worst Schools
```{r plots, eval = TRUE, echo = TRUE, results = "show", warning = TRUE, error = TRUE, message = TRUE}
ggplot(data.frame(not.cycleway = not.cycleway.vec), aes(not.cycleway)) + geom_histogram(fill = "grey", color = "black") + theme_bw()
register_stadiamaps(key = substr(read_file(file = "api_keys/stadia_api_key"), 1, 36))
zoom.level <- 15
k <- 306 #247
bbox <- st_bbox(st_buffer(gridList[[k]], dist = 500))
bbox <- c(left = as.double(bbox[1]),
bottom = as.double(bbox[2]),
right = as.double(bbox[3]),
top = as.double(bbox[4]))
basemap <- get_stadiamap(bbox = bbox, zoom = zoom.level, maptype = "stamen_toner_lite")
ggmap(basemap) + geom_sf(data = gridList[[k]], aes(fill= not.cycleway), inherit.aes = FALSE) + scale_fill_gradient(low = "yellow", high = "red", limits = c(0,17), na.value = NA)
k <- 247 #306
bbox <- st_bbox(st_buffer(gridList[[k]], dist = 500))
bbox <- c(left = as.double(bbox[1]),
bottom = as.double(bbox[2]),
right = as.double(bbox[3]),
top = as.double(bbox[4]))
basemap <- get_stadiamap(bbox = bbox, zoom = zoom.level, maptype = "stamen_toner_lite")
ggmap(basemap) + geom_sf(data = gridList[[k]], aes(fill= not.cycleway), inherit.aes = FALSE) + scale_fill_gradient(low = "yellow", high = "red", limits = c(0,17), na.value = NA)
```
### Statewide Map
```{r plots2, eval = TRUE, echo = TRUE, results = "show", warning = TRUE, error = TRUE, message = TRUE}
D <- cbind(WI_schools, not.cycleway.vec)
zoom.level <- 8
bbox <- st_bbox(st_buffer(D, dist = 10e3))
bbox <- c(left = as.double(bbox[1]),
bottom = as.double(bbox[2]),
right = as.double(bbox[3]),
top = as.double(bbox[4]))
basemap <- get_stadiamap(bbox = bbox, zoom = zoom.level, maptype = "stamen_toner_lite")
ggmap(basemap) + geom_sf(data = D, aes(size = 2, color = not.cycleway.vec), inherit.aes = FALSE) + scale_color_gradient(low = "yellow", high = "red", na.value = NA) # , limits = c(0,17)
```
# Archive