library(stringr)
library(dplyr)
library(readr)
library(magrittr)
library(glptools)
load("R/sysdata.rda")
drivers <- c("education", "jobs","health", "qop")
refresh_data <- F
for(d in drivers){
# List the scripts in the driver directory
script_dir <- paste(getwd(), "data-raw", d, sep = "/")
scripts <- list.files(script_dir)
scripts <- scripts[grepl(".R", scripts)]
for(s in scripts){
df_name <- str_remove(s, ".R")
print(df_name)
if (refresh_data) source(paste0(script_dir, "/", s))
# Check to see is map file exists for this data frame
county_exists <- exists(df_name %p% "_county")
tract_exists <- exists(df_name %p% "_tract")
nh_exists <- exists(df_name %p% "_nh")
muw_exists <- exists(df_name %p% "_muw")
zip_exists <- exists(df_name %p% "_zip")
msa_1yr_exists <- exists(df_name %p% "_msa_1yr")
msa_5yr_exists <- exists(df_name %p% "_msa_5yr")
ky_exists <- exists(df_name %p% "_ky")
# Assign output files to df and df_map -- SHOULD JUST LOAD SYSDATA
if (county_exists) df_county <- eval(as.name(df_name %p% "_county"))
if (msa_1yr_exists) df_msa_1yr <- eval(as.name(df_name %p% "_msa_1yr")) %>% mutate(MSA = as.character(MSA))
if (msa_5yr_exists) df_msa_5yr <- eval(as.name(df_name %p% "_msa_5yr")) %>% mutate(MSA = as.character(MSA))
if (tract_exists) df_tract <- eval(as.name(df_name %p% "_tract"))
if (nh_exists) df_nh <- eval(as.name(df_name %p% "_nh"))
if (muw_exists) df_muw <- eval(as.name(df_name %p% "_muw"))
if (zip_exists) df_zip <- eval(as.name(df_name %p% "_zip"))
if (ky_exists) df_ky <- eval(as.name(df_name %p% "_ky"))
if (tract_exists) if("Id" %in% names(df_tract)) df_tract %<>% rename(tract = Id) #correct ASAP
# Create or bind the data frame to the output data frame and maps
if (county_exists) output_df_county <- assign_col_join(output_df_county, df_county)
if (msa_1yr_exists) output_df_msa_1yr <- assign_col_join(output_df_msa_1yr, df_msa_1yr)
if (msa_5yr_exists) output_df_msa_5yr <- assign_col_join(output_df_msa_5yr, df_msa_5yr)
if (ky_exists) output_df_ky <- assign_col_join(output_df_ky, df_ky)
if (tract_exists) output_df_tract <- assign_col_join(output_df_tract, df_tract, by = df_tract %cols_in% c("tract", "year"))
if (nh_exists) output_df_nh <- assign_col_join(output_df_nh, df_nh, by = df_nh %cols_in% c("neighborhood", "year"))
if (muw_exists) output_df_muw <- assign_col_join(output_df_muw, df_muw, by = df_muw %cols_in% c("neighborhood", "year"))
if (zip_exists) output_df_zip <- assign_col_join(output_df_zip, df_zip, by = df_zip %cols_in% c("zip", "year"))
}
assign(d %p% "_county", output_df_county)
rm(output_df_county)
assign(d %p% "_msa_1yr", output_df_msa_1yr)
rm(output_df_msa_1yr)
# EDIT OUT AFTER ADDING MSA DATA FOR ALL DRIVERS
if(exists("output_df_msa_5yr")) {
assign(d %p% "_msa_5yr", output_df_msa_5yr)
rm(output_df_msa_5yr)
}
if(exists("output_df_ky")) {
assign(d %p% "_ky", output_df_ky)
rm(output_df_ky)
}
assign(d %p% "_tract", output_df_tract)
final_tract <- assign_col_join(final_tract, output_df_tract, by = c("tract", "year"))
rm(output_df_tract)
assign(d %p% "_nh", output_df_nh)
final_nh <- assign_col_join(final_nh, output_df_nh, by = c("neighborhood", "year"))
rm(output_df_nh)
if(exists("output_df_muw")) {
assign(d %p% "_muw", output_df_muw)
final_muw <- assign_col_join(final_muw, output_df_muw, by = c("neighborhood", "year"))
rm(output_df_muw)
}
if(exists("output_df_zip")) {
assign(d %p% "_zip", output_df_zip)
final_zip <- assign_col_join(final_zip, output_df_zip, by = c("zip", "year"))
rm(output_df_zip)
}
}
all_df <- paste0(rep(drivers, each = 8), "_",
rep(c("county", "msa_1yr", "msa_5yr", "ky", "tract", "nh", "muw", "zip"), 4))
for(d in all_df){
if(exists(d)){
print(d)
assign(d, get(d) %>% organize())
save(list = c(d), file = paste0("data/", d, ".rda"))
}
}
map_tract <- glptools:::map_tract
map_nh <- glptools:::map_nh
map_muw <- glptools:::map_muw
final_tract %<>% filter(year == 2016)
final_nh %<>% filter(year == 2016)
final_muw %<>% filter(year == 2016)
map_tract@data %<>% left_join(final_tract, by = c(GEO_ID = "tract"))
map_nh@data %<>% left_join(final_nh, by = "neighborhood")
map_muw@data %<>% left_join(final_muw, by = "neighborhood")
save(map_tract, file = "data/map_tract.rda")
save(map_nh, file = "data/map_nh.rda")
save(map_muw, file = "data/map_muw.rda")
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