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PORC_AMD <- rep(0,length(GEOCOD_MANZ)) ; PJHSEM <- rep(0,length(GEOCOD_MANZ)) ; TIM <- rep(0,length(GEOCOD_MANZ)) ; EMP <- rep(0,length(GEOCOD_MANZ))
HAC <- rep(0,length(GEOCOD_MANZ)) ; ALLE <- rep(0,length(GEOCOD_MANZ)) ; PIMVZ <- rep(0,length(GEOCOD_MANZ)) ; ISMT <- rep(0,length(GEOCOD_MANZ))
cluster2 <- rep(NA,length(GEOCOD_MANZ)) ; cluster3 <- rep(NA,length(GEOCOD_MANZ)) ; cluster4 <- rep(NA,length(GEOCOD_MANZ)) ; cluster5 <- rep(NA,length(GEOCOD_MANZ))
cluster6 <- rep(NA,length(GEOCOD_MANZ)) ; cluster7 <- rep(NA,length(GEOCOD_MANZ)) ; cluster8 <- rep(NA,length(GEOCOD_MANZ)) ; k8I <- rep(NA,length(GEOCOD_MANZ))
k8II <- rep(NA,length(GEOCOD_MANZ)) ; k8III <- rep(NA,length(GEOCOD_MANZ)) ; walkscore0 <- rep(NA,length(GEOCOD_MANZ)) ; walkscore1 <- rep(NA,length(GEOCOD_MANZ))
for(i in 1:length(GEOCOD_MANZ)){
print(round((i/length(GEOCOD_MANZ))*100,2))
j <-binary_search(GEOCOD_ZONA,GEOCOD_MANZ[i],index=TRUE)
PORC_AMD[i] <- SANTIAGO_ZONA$PORC_ADM[j]
PJHSEM[i] <- SANTIAGO_ZONA$PJHSEM[j] ; TIM[i] <- SANTIAGO_ZONA$TIM[j]
EMP[i] <- SANTIAGO_ZONA$EMP[j] ; HAC[i] <- SANTIAGO_ZONA$HAC[j]
ALLE[i] <- SANTIAGO_ZONA$ALLE[j] ; PIMVZ[i] <- SANTIAGO_ZONA$PIMVZ[j]
cluster2[i] <- SANTIAGO_ZONA$cluster2[j] ; cluster3[i] <- SANTIAGO_ZONA$cluster3[j]
cluster4[i] <- SANTIAGO_ZONA$cluster4[j] ; cluster5[i] <- SANTIAGO_ZONA$cluster5[j]
cluster6[i] <- SANTIAGO_ZONA$cluster6[j] ; cluster7[i] <- SANTIAGO_ZONA$cluster7[j]
cluster8[i] <- SANTIAGO_ZONA$cluster8[j] ; k8I[i] <- SANTIAGO_ZONA$k8I[j]
k8II[i] <- SANTIAGO_ZONA$k8II[j] ; ISMT[i] <- SANTIAGO_ZONA$ISMT[j]
k8III[i] <- SANTIAGO_ZONA$k8III[j] ; walkscore0[i] <- SANTIAGO_ZONA$walkscore0[j]
walkscore1[i] <- SANTIAGO_ZONA$walkscore1[j]
}
#### Transformacion a un nombre central
MANZ <- paradero10hr
colnames(MANZ)[which(colnames(MANZ)=='Acceso')]<- 'AccPar10hr'
MANZ$AccPar10hrProj <- paradero10hrProj$AccPar10hrProj
MANZ$AccPar17hr <- paradero17hr$AccPar17hr
MANZ$AccPar17hrProj <- paradero17hrProj$AccPar17hrProj
MANZ$AccMetroBus10hr <- metroBus10hr$AccMetroBus10hr
MANZ$AccMetroBus10hrProj <- metroBus10hrProj$AccMetroBus10hrProj
MANZ$AccMetroBus17hr <- metroBus17hr$AccMetroBus17hr
MANZ$AccMetroBus17hrProj <- metroBus17hrProj$AccMetroBus17hrProj
MANZ$PORC_AMD <-PORC_AMD ; MANZ$PJHSEM <-PJHSEM ; MANZ$TIM <- TIM ; MANZ$EMP <- EMP;
MANZ$HAC <-HAC ; MANZ$ALLE <-ALLE ; MANZ$PIMVZ <- PIMVZ ; MANZ$ISMT <- ISMT;
MANZ$cluster2 <- cluster2 ; MANZ$cluster3 <-cluster3 ; MANZ$cluster4 <- cluster4 ; MANZ$cluster5 <- cluster5;
MANZ$cluster6 <- cluster6 ; MANZ$cluster7 <-cluster7 ; MANZ$cluster8 <- cluster8 ; MANZ$k8I <- k8I;
MANZ$k8II <- k8II
MANZ$k8III <- k8III
MANZ$walkscore0 <- walkscore0 ; MANZ$walkscore1 <- walkscore1
MANZ <- MANZ[-which(is.na(MANZ$k8II)),]
MANZ$EDAD_65 <- as.numeric(MANZ$EDAD_65)
MANZ$EDAD_65[which(is.na(MANZ$EDAD_65))] <- 0
#### CRUCE DE TABLAS
### a1,a2,a3 = 'Barrio de adultos mayores Acomodados'
### b1,b2,b3 = 'Barrio de adultos mayores No acomodados'
### c = 'Barrio Joven'
CAT_ACC <- c("Con acceso","Al paradero caminando","Caminando")
#### COMBINACIONES entre (con acceso y sin acceso),(Avejentados acomodados, Avejentados No acomodados, Barrios mas Joviales), (Categorias de Cuartiles)
# Diccionario:
# 1 : AA con acceso 1 cuartil
# 2 : AA con acceso 2,3 cuartil
# 3 : AA con acceso 4 cuartil -> Este interesa
# 4 : AA sin acceso 1 cuartil
# 5 : AA sin acceso 2,3 cuartil
# 6 : AA sin acceso 4 cuartil -> Este interesa
# 7 : ANA con acceso 1 cuartil
# 8 : ANA con acceso 2,3 cuartil
# 9 : ANA con acceso 4 cuartil -> Este interesa
# 10: ANA sin acceso 1 cuartil
# 11: ANA sin acceso 2,3 cuartil
# 12: ANA sin acceso 4 cuartil -> Este interesa
# 13: JOV con acceso
# 14: JOV sin acceso
# Sin proyeccion
SP_CAT10hrs <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 1}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 2}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 3}
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 4}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 5}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 6}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 7}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 8}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 9}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 10}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 11}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 12}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 13}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 14}
}
SP_CAT17hrs <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 1}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 2}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 3}
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 4}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 5}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 6}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 7}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 8}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 9}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 10}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 11}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 12}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 13}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 14}
}
# Con proyeccion
CP_CAT10hrs <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 1}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 2}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 3}
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 4}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 5}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 6}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 7}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 8}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 9}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 10}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 11}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 12}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 13}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 14}
}
CP_CAT17hrs <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 1}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 2}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 3}
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 4}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 5}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 6}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 7}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 8}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 9}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 10}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 11}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 12}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 13}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 14}
}
MANZ$SP_CAT10hrs <- SP_CAT10hrs
MANZ$SP_CAT17hrs <- SP_CAT17hrs
MANZ$CP_CAT10hrs <- CP_CAT10hrs
MANZ$CP_CAT17hrs <- CP_CAT17hrs
#### COMBINACIONES entre (con acceso y sin acceso),(Avejentados acomodados, Avejentados No acomodados, Barrios mas Joviales), (Sin categoria de cuartiles)
SP_CAT10hrs2 <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8II[i] == 'a' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs2[i] <- 1}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs2[i] <- 2}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs2[i] <- 3}
if(MANZ$k8II[i] == 'a' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs2[i] <- 4}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs2[i] <- 5}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs2[i] <- 6}
}
SP_CAT17hrs2 <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8II[i] == 'a' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){SP_CAT17hrs2[i] <- 1}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){SP_CAT17hrs2[i] <- 2}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){SP_CAT17hrs2[i] <- 3}
if(MANZ$k8II[i] == 'a' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){SP_CAT17hrs2[i] <- 4}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){SP_CAT17hrs2[i] <- 5}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){SP_CAT17hrs2[i] <- 6}
}
CP_CAT10hrs2 <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8II[i] == 'a' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs2[i] <- 1}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs2[i] <- 2}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs2[i] <- 3}
if(MANZ$k8II[i] == 'a' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs2[i] <- 4}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs2[i] <- 5}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs2[i] <- 6}
}
CP_CAT17hrs2 <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8II[i] == 'a' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs2[i] <- 1}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs2[i] <- 2}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs2[i] <- 3}
if(MANZ$k8II[i] == 'a' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs2[i] <- 4}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs2[i] <- 5}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs2[i] <- 6}
}
MANZ$SP_CAT10hrs2 <- SP_CAT10hrs2
MANZ$SP_CAT17hrs2 <- SP_CAT17hrs2
MANZ$CP_CAT10hrs2 <- CP_CAT10hrs2
MANZ$CP_CAT17hrs2 <- CP_CAT17hrs2
#### Cuales de estas tienen mala caminabilidad?
# Diccionario:
# 1 : AA con acceso 1 cuartil
# 2 : AA con acceso 2,3 cuartil
# 3 : AA con acceso 4 cuartil -> Este interesa
# 4 : AA sin acceso 1 cuartil
# 5 : AA sin acceso 2,3 cuartil
# 6 : AA sin acceso 4 cuartil -> Este interesa
# 7 : ANA con acceso 1 cuartil
# 8 : ANA con acceso 2,3 cuartil
# 9 : ANA con acceso 4 cuartil -> Este interesa
# 10: ANA sin acceso 1 cuartil
# 11: ANA sin acceso 2,3 cuartil
# 12: ANA sin acceso 4 cuartil -> Este interesa
# 13: JOV con acceso
# 14: JOV sin acceso
quant <- quantile(MANZ$walkscore0,prob=c(0.25,0.5,0.75,1)) %>% as.numeric()
importan <- c(3,6,9,12)
#########################
#### ####
#### Sin proyeccion ####
#### ####
#########################
SP_CAT10hrs30<-rep(NA,dim(MANZ)[1])
SP_CAT10hrs31<-rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore0[i] < quant[1]){SP_CAT10hrs30[i] <- 1}
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore0[i] > quant[1] & MANZ$walkscore0[i] < quant[2]){SP_CAT10hrs30[i] <- 2}
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore0[i] > quant[2] & MANZ$walkscore0[i] < quant[3]){SP_CAT10hrs30[i] <- 3}
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore0[i] > quant[3]){SP_CAT10hrs30[i] <- 4}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore0[i] < quant[1]){SP_CAT10hrs30[i] <- 5}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore0[i] > quant[1] & MANZ$walkscore0[i] < quant[2]){SP_CAT10hrs30[i] <- 6}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore0[i] > quant[2] & MANZ$walkscore0[i] < quant[3]){SP_CAT10hrs30[i] <- 7}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore0[i] > quant[3]){SP_CAT10hrs30[i] <- 8}
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore1[i] < quant[1]){SP_CAT10hrs31[i] <- 1}
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore1[i] > quant[1] & MANZ$walkscore0[i] < quant[2]){SP_CAT10hrs31[i] <- 2}
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore1[i] > quant[2] & MANZ$walkscore0[i] < quant[3]){SP_CAT10hrs31[i] <- 3}
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore1[i] > quant[3]){SP_CAT10hrs31[i] <- 4}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore1[i] < quant[1]){SP_CAT10hrs31[i] <- 5}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore1[i] > quant[1] & MANZ$walkscore0[i] < quant[2]){SP_CAT10hrs31[i] <- 6}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore1[i] > quant[2] & MANZ$walkscore0[i] < quant[3]){SP_CAT10hrs31[i] <- 7}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore1[i] > quant[3]){SP_CAT10hrs31[i] <- 8}
}
MANZ$SP_CAT10hrs30 <- SP_CAT10hrs30
MANZ$SP_CAT10hrs31 <- SP_CAT10hrs31
#####################################
#### ####
#### Cantidad de adultos mayores ####
#### ####
#####################################
# Sin proyectar 10 hrs
subset(MANZ,SP_CAT10hrs2 == 1)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,SP_CAT10hrs2 == 2)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,SP_CAT10hrs2 == 3)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,SP_CAT10hrs2 == 4)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,SP_CAT10hrs2 == 5)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,SP_CAT10hrs2 == 6)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
# Sin proyectar 17 hrs
subset(MANZ,SP_CAT17hrs2 == 1)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,SP_CAT17hrs2 == 2)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,SP_CAT17hrs2 == 3)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,SP_CAT17hrs2 == 4)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,SP_CAT17hrs2 == 5)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,SP_CAT17hrs2 == 6)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
# Con proyectar 10 hrs
subset(MANZ,CP_CAT10hrs2 == 1)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,CP_CAT10hrs2 == 2)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,CP_CAT10hrs2 == 3)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,CP_CAT10hrs2 == 4)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,CP_CAT10hrs2 == 5)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,CP_CAT10hrs2 == 6)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
# Con proyectar 17 hrs
subset(MANZ,CP_CAT17hrs2 == 1)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,CP_CAT17hrs2 == 2)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,CP_CAT17hrs2 == 3)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,CP_CAT17hrs2 == 4)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,CP_CAT17hrs2 == 5)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
subset(MANZ,CP_CAT17hrs2 == 6)$EDAD_65 %>% as.numeric() %>% sum(na.rm=TRUE)
######################################
## ##
## Respecto a la caminabilidad ##
## ##
######################################
hist(subset(SANTIAGO_ZONA,k8III=='a1')$walkscore0,xlab ='walkscore', main= 'Caminabilidad AA 1Q - 5 min')
hist(subset(SANTIAGO_ZONA,k8III=='a2')$walkscore0,xlab ='walkscore', main= 'Caminabilidad AA 23Q - 5 min')
hist(subset(SANTIAGO_ZONA,k8III=='a3')$walkscore0,xlab ='walkscore', main= 'Caminabilidad AA 4Q - 5 min')
hist(subset(SANTIAGO_ZONA,k8III=='a1')$walkscore1,xlab ='walkscore', main= 'Caminabilidad AA 1Q - 10 min')
hist(subset(SANTIAGO_ZONA,k8III=='a2')$walkscore1,xlab ='walkscore', main= 'Caminabilidad AA 23Q- 10 min')
hist(subset(SANTIAGO_ZONA,k8III=='a3')$walkscore1,xlab ='walkscore', main= 'Caminabilidad AA 4Q - 10 min')
hist(subset(SANTIAGO_ZONA,k8III=='b1')$walkscore0,xlab ='walkscore', main= 'Caminabilidad ANA 1Q - 5 min')
hist(subset(SANTIAGO_ZONA,k8III=='b2')$walkscore0,xlab ='walkscore', main= 'Caminabilidad ANA 23Q - 5 min')
hist(subset(SANTIAGO_ZONA,k8III=='b3')$walkscore0,xlab ='walkscore', main= 'Caminabilidad ANA 1Q - 5 min')
hist(subset(SANTIAGO_ZONA,k8III=='b1')$walkscore1,xlab ='walkscore', main= 'Caminabilidad ANA 1Q - 10 min')
hist(subset(SANTIAGO_ZONA,k8III=='b2')$walkscore1,xlab ='walkscore', main= 'Caminabilidad ANA 23Q - 10 min')
hist(subset(SANTIAGO_ZONA,k8III=='b3')$walkscore1,xlab ='walkscore', main= 'Caminabilidad ANA 4Q - 10 min')
hist(subset(SANTIAGO_ZONA,k8III=='c')$walkscore0,xlab ='walkscore', main = 'Caminabilidad BJOV - 5 min')
hist(subset(SANTIAGO_ZONA,k8III=='c')$walkscore1,xlab ='walkscore', main = 'Caminabilidad BJOV - 10 min')
st_write(obj = MANZ , dsn="RECICLADO/outputs", layer="CATEGO.shp" , driver="ESRI Shapefile",delete_layer = TRUE)
library(sf)
library(dplyr)
library(Rfast)
paradero10hr <- st_read('RECICLADO/inputs/paradero10hr_.shp')[,c('EDAD_65','NOM_COM','geocodigo','Acceso')] %>% arrange(geocodigo)
paradero17hr <- st_read('RECICLADO/inputs/paradero17hr_.shp')[,c('EDAD_65','NOM_COM','geocodigo','Acceso')] %>% arrange(geocodigo)
paradero10hrProj <- st_read('RECICLADO/inputs/paraderoProj10hr_.shp')[,c('EDAD_65','NOM_COM','geocodigo','Acceso')] %>% arrange(geocodigo)
paradero17hrProj <- st_read('RECICLADO/inputs/paraderoProj17hr_.shp')[,c('EDAD_65','NOM_COM','geocodigo','Acceso')] %>% arrange(geocodigo)
colnames(paradero10hr)[which(colnames(paradero10hr) == 'Acceso')] <- 'AccPar10hr'
colnames(paradero17hr)[which(colnames(paradero17hr) == 'Acceso')] <- 'AccPar17hr'
colnames(paradero10hrProj)[which(colnames(paradero10hrProj) == 'Acceso')] <- 'AccPar10hrProj'
colnames(paradero17hrProj)[which(colnames(paradero17hrProj) == 'Acceso')] <- 'AccPar17hrProj'
metroBus10hr <- st_read('RECICLADO/inputs/metroBus10hr_.shp')[,c('EDAD_65','NOM_COM','geocodigo','Acceso')] %>% arrange(geocodigo)
metroBus17hr <- st_read('RECICLADO/inputs/metroBus17hr_.shp')[,c('EDAD_65','NOM_COM','geocodigo','Acceso')] %>% arrange(geocodigo)
metroBus10hrProj <- st_read('RECICLADO/inputs/metroBusProj10hr_.shp')[,c('EDAD_65','NOM_COM','geocodigo','Acceso')] %>% arrange(geocodigo)
metroBus17hrProj <- st_read('RECICLADO/inputs/metroBusProj17hr_.shp')[,c('EDAD_65','NOM_COM','geocodigo','Acceso')] %>% arrange(geocodigo)
colnames(metroBus10hr)[which(colnames(metroBus10hr) == 'Acceso')] <- 'AccMetroBus10hr'
colnames(metroBus17hr)[which(colnames(metroBus17hr) == 'Acceso')] <- 'AccMetroBus17hr'
colnames(metroBus10hrProj)[which(colnames(metroBus10hrProj) == 'Acceso')] <- 'AccMetroBus10hrProj'
colnames(metroBus17hrProj)[which(colnames(metroBus17hrProj) == 'Acceso')] <- 'AccMetroBus17hrProj'
SANTIAGO_ZONA <- st_read('outputs/WALKSCORE/SANTIAGO_WS.shp') %>% arrange(GEOCODIGO)
SANTIAGO_ZONA$GEOCODIGO <- as.numeric(SANTIAGO_ZONA$GEOCODIGO)
GEOCOD_MANZ <- paradero10hr$geocodigo
GEOCOD_ZONA <- SANTIAGO_ZONA$GEOCODIGO
#### Fijarse que los geocodigos sean todos iguales en las 8 variables
#### View(data.frame(paradero10hr$geocodigo,paradero17hr$geocodigo,paradero10hrProj$geocodigo,paradero17hrProj$geocodigo,metroBus10hr$geocodigo,metroBus17hr$geocodigo,metroBus10hrProj$geocodigo,metroBus17hrProj$geocodigo))
PORC_AMD <- rep(0,length(GEOCOD_MANZ)) ; PJHSEM <- rep(0,length(GEOCOD_MANZ)) ; TIM <- rep(0,length(GEOCOD_MANZ)) ; EMP <- rep(0,length(GEOCOD_MANZ))
HAC <- rep(0,length(GEOCOD_MANZ)) ; ALLE <- rep(0,length(GEOCOD_MANZ)) ; PIMVZ <- rep(0,length(GEOCOD_MANZ)) ; ISMT <- rep(0,length(GEOCOD_MANZ))
cluster2 <- rep(NA,length(GEOCOD_MANZ)) ; cluster3 <- rep(NA,length(GEOCOD_MANZ)) ; cluster4 <- rep(NA,length(GEOCOD_MANZ)) ; cluster5 <- rep(NA,length(GEOCOD_MANZ))
cluster6 <- rep(NA,length(GEOCOD_MANZ)) ; cluster7 <- rep(NA,length(GEOCOD_MANZ)) ; cluster8 <- rep(NA,length(GEOCOD_MANZ)) ; k8I <- rep(NA,length(GEOCOD_MANZ))
k8II <- rep(NA,length(GEOCOD_MANZ)) ; k8III <- rep(NA,length(GEOCOD_MANZ)) ; walkscore0 <- rep(NA,length(GEOCOD_MANZ)) ; walkscore1 <- rep(NA,length(GEOCOD_MANZ))
for(i in 1:length(GEOCOD_MANZ)){
print(round((i/length(GEOCOD_MANZ))*100,2))
j <-binary_search(GEOCOD_ZONA,GEOCOD_MANZ[i],index=TRUE)
PORC_AMD[i] <- SANTIAGO_ZONA$PORC_ADM[j]
PJHSEM[i] <- SANTIAGO_ZONA$PJHSEM[j] ; TIM[i] <- SANTIAGO_ZONA$TIM[j]
EMP[i] <- SANTIAGO_ZONA$EMP[j] ; HAC[i] <- SANTIAGO_ZONA$HAC[j]
ALLE[i] <- SANTIAGO_ZONA$ALLE[j] ; PIMVZ[i] <- SANTIAGO_ZONA$PIMVZ[j]
cluster2[i] <- SANTIAGO_ZONA$cluster2[j] ; cluster3[i] <- SANTIAGO_ZONA$cluster3[j]
cluster4[i] <- SANTIAGO_ZONA$cluster4[j] ; cluster5[i] <- SANTIAGO_ZONA$cluster5[j]
cluster6[i] <- SANTIAGO_ZONA$cluster6[j] ; cluster7[i] <- SANTIAGO_ZONA$cluster7[j]
cluster8[i] <- SANTIAGO_ZONA$cluster8[j] ; k8I[i] <- SANTIAGO_ZONA$k8I[j]
k8II[i] <- SANTIAGO_ZONA$k8II[j] ; ISMT[i] <- SANTIAGO_ZONA$ISMT[j]
k8III[i] <- SANTIAGO_ZONA$k8III[j] ; walkscore0[i] <- SANTIAGO_ZONA$walkscore0[j]
walkscore1[i] <- SANTIAGO_ZONA$walkscore1[j]
}
#### Transformacion a un nombre central
MANZ <- paradero10hr
colnames(MANZ)[which(colnames(MANZ)=='Acceso')]<- 'AccPar10hr'
MANZ$AccPar10hrProj <- paradero10hrProj$AccPar10hrProj
MANZ$AccPar17hr <- paradero17hr$AccPar17hr
MANZ$AccPar17hrProj <- paradero17hrProj$AccPar17hrProj
MANZ$AccMetroBus10hr <- metroBus10hr$AccMetroBus10hr
MANZ$AccMetroBus10hrProj <- metroBus10hrProj$AccMetroBus10hrProj
MANZ$AccMetroBus17hr <- metroBus17hr$AccMetroBus17hr
MANZ$AccMetroBus17hrProj <- metroBus17hrProj$AccMetroBus17hrProj
MANZ$PORC_AMD <-PORC_AMD ; MANZ$PJHSEM <-PJHSEM ; MANZ$TIM <- TIM ; MANZ$EMP <- EMP;
MANZ$HAC <-HAC ; MANZ$ALLE <-ALLE ; MANZ$PIMVZ <- PIMVZ ; MANZ$ISMT <- ISMT;
MANZ$cluster2 <- cluster2 ; MANZ$cluster3 <-cluster3 ; MANZ$cluster4 <- cluster4 ; MANZ$cluster5 <- cluster5;
MANZ$cluster6 <- cluster6 ; MANZ$cluster7 <-cluster7 ; MANZ$cluster8 <- cluster8 ; MANZ$k8I <- k8I;
MANZ$k8II <- k8II
MANZ$k8III <- k8III
MANZ$walkscore0 <- walkscore0 ; MANZ$walkscore1 <- walkscore1
MANZ <- MANZ[-which(is.na(MANZ$k8II)),]
MANZ$EDAD_65 <- as.numeric(MANZ$EDAD_65)
MANZ$EDAD_65[which(is.na(MANZ$EDAD_65))] <- 0
#### CRUCE DE TABLAS
### a1,a2,a3 = 'Barrio de adultos mayores Acomodados'
### b1,b2,b3 = 'Barrio de adultos mayores No acomodados'
### c = 'Barrio Joven'
CAT_ACC <- c("Con acceso","Al paradero caminando","Caminando")
#### COMBINACIONES entre (con acceso y sin acceso),(Avejentados acomodados, Avejentados No acomodados, Barrios mas Joviales), (Categorias de Cuartiles)
# Diccionario:
# 1 : AA con acceso 1 cuartil
# 2 : AA con acceso 2,3 cuartil
# 3 : AA con acceso 4 cuartil -> Este interesa
# 4 : AA sin acceso 1 cuartil
# 5 : AA sin acceso 2,3 cuartil
# 6 : AA sin acceso 4 cuartil -> Este interesa
# 7 : ANA con acceso 1 cuartil
# 8 : ANA con acceso 2,3 cuartil
# 9 : ANA con acceso 4 cuartil -> Este interesa
# 10: ANA sin acceso 1 cuartil
# 11: ANA sin acceso 2,3 cuartil
# 12: ANA sin acceso 4 cuartil -> Este interesa
# 13: JOV con acceso
# 14: JOV sin acceso
# Sin proyeccion
SP_CAT10hrs <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 1}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 2}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 3}
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 4}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 5}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 6}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 7}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 8}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 9}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 10}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 11}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 12}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs[i] <- 13}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs[i] <- 14}
}
SP_CAT17hrs <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 1}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 2}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 3}
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 4}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 5}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 6}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 7}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 8}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 9}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 10}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 11}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 12}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar17hr[i] %in% CAT_ACC){SP_CAT17hrs[i] <- 13}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar17hr[i] == 'Nada de acceso'){SP_CAT17hrs[i] <- 14}
}
# Con proyeccion
CP_CAT10hrs <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 1}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 2}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 3}
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 4}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 5}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 6}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 7}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 8}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 9}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 10}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 11}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 12}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs[i] <- 13}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs[i] <- 14}
}
CP_CAT17hrs <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 1}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 2}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 3}
if(MANZ$k8III[i] == 'a1' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 4}
if(MANZ$k8III[i] == 'a2' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 5}
if(MANZ$k8III[i] == 'a3' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 6}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 7}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 8}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 9}
if(MANZ$k8III[i] == 'b1' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 10}
if(MANZ$k8III[i] == 'b2' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 11}
if(MANZ$k8III[i] == 'b3' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 12}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs[i] <- 13}
if(MANZ$k8III[i] == 'c' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs[i] <- 14}
}
MANZ$SP_CAT10hrs <- SP_CAT10hrs
MANZ$SP_CAT17hrs <- SP_CAT17hrs
MANZ$CP_CAT10hrs <- CP_CAT10hrs
MANZ$CP_CAT17hrs <- CP_CAT17hrs
#### COMBINACIONES entre (con acceso y sin acceso),(Avejentados acomodados, Avejentados No acomodados, Barrios mas Joviales), (Sin categoria de cuartiles)
SP_CAT10hrs2 <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8II[i] == 'a' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs2[i] <- 1}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs2[i] <- 2}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar10hr[i] %in% CAT_ACC){SP_CAT10hrs2[i] <- 3}
if(MANZ$k8II[i] == 'a' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs2[i] <- 4}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs2[i] <- 5}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar10hr[i] == 'Nada de acceso'){SP_CAT10hrs2[i] <- 6}
}
SP_CAT17hrs2 <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8II[i] == 'a' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){SP_CAT17hrs2[i] <- 1}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){SP_CAT17hrs2[i] <- 2}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){SP_CAT17hrs2[i] <- 3}
if(MANZ$k8II[i] == 'a' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){SP_CAT17hrs2[i] <- 4}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){SP_CAT17hrs2[i] <- 5}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){SP_CAT17hrs2[i] <- 6}
}
CP_CAT10hrs2 <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8II[i] == 'a' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs2[i] <- 1}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs2[i] <- 2}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar10hrProj[i] %in% CAT_ACC){CP_CAT10hrs2[i] <- 3}
if(MANZ$k8II[i] == 'a' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs2[i] <- 4}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs2[i] <- 5}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar10hrProj[i] == 'Nada de acceso'){CP_CAT10hrs2[i] <- 6}
}
CP_CAT17hrs2 <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$k8II[i] == 'a' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs2[i] <- 1}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs2[i] <- 2}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar17hrProj[i] %in% CAT_ACC){CP_CAT17hrs2[i] <- 3}
if(MANZ$k8II[i] == 'a' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs2[i] <- 4}
if(MANZ$k8II[i] == 'b' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs2[i] <- 5}
if(MANZ$k8II[i] == 'c' & MANZ$AccPar17hrProj[i] == 'Nada de acceso'){CP_CAT17hrs2[i] <- 6}
}
MANZ$SP_CAT10hrs2 <- SP_CAT10hrs2
MANZ$SP_CAT17hrs2 <- SP_CAT17hrs2
MANZ$CP_CAT10hrs2 <- CP_CAT10hrs2
MANZ$CP_CAT17hrs2 <- CP_CAT17hrs2
#### Cuales de estas tienen mala caminabilidad?
# Diccionario:
# 1 : AA con acceso 1 cuartil
# 2 : AA con acceso 2,3 cuartil
# 3 : AA con acceso 4 cuartil -> Este interesa
# 4 : AA sin acceso 1 cuartil
# 5 : AA sin acceso 2,3 cuartil
# 6 : AA sin acceso 4 cuartil -> Este interesa
# 7 : ANA con acceso 1 cuartil
# 8 : ANA con acceso 2,3 cuartil
# 9 : ANA con acceso 4 cuartil -> Este interesa
# 10: ANA sin acceso 1 cuartil
# 11: ANA sin acceso 2,3 cuartil
# 12: ANA sin acceso 4 cuartil -> Este interesa
# 13: JOV con acceso
# 14: JOV sin acceso
#########################
#### ####
#### Sin proyeccion ####
#### ####
#########################
quant <- quantile(MANZ$walkscore0,prob=c(0.25,0.5,0.75,1)) %>% as.numeric()
BVULN1 <- rep(NA,dim(MANZ)[1])
BVULN2 <- rep(NA,dim(MANZ)[1])
for(i in 1:dim(MANZ)[1]){
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore0[i] < quant[1]){BVULN1[i] <- 'ANA-MC-CON ACC-5MIN'}
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore0[i] > quant[3]){BVULN1[i] <- 'ANA-BC-CON ACC-5MIN'}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore0[i] < quant[1]){BVULN1[i] <- 'ANA-MC-SIN ACC-5MIN'}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore0[i] > quant[3]){BVULN1[i] <- 'ANA-BC-SIN ACC-5MIN'}
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore1[i] < quant[1]){BVULN2[i] <- 'ANA-MC-CON ACC-10MIN'}
if(MANZ$SP_CAT10hrs[i] == 9 & MANZ$walkscore1[i] > quant[3]){BVULN2[i] <- 'ANA-BC-CON ACC-10MIN'}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore1[i] < quant[1]){BVULN2[i] <- 'ANA-MC-SIN ACC-10MIN'}
if(MANZ$SP_CAT10hrs[i] == 12 & MANZ$walkscore1[i] > quant[3]){BVULN2[i] <- 'ANA-BC-SIN ACC-10MIN'}
}
MANZ$BVULN1 <- BVULN1
MANZ$BVULN2 <- BVULN2
st_write(obj = MANZ , dsn="RECICLADO/outputs", layer="CATEGO.shp" , driver="ESRI Shapefile",delete_layer = TRUE)