andrea.nieves7 2 years ago
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+library(tidycensus)
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+library(tidyverse)
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+
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+tableYear = 2020
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+
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+#log on with API
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+census_api_key("7a853acf81fd5758228680556ac831138c40b83e")
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+
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+#load variables
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+variables = load_variables(2020,"acs5/profile")
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+codes = variables$name
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+label0 = variables$label
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+
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+#view variables
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+#varTable = table(variables$concept)
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+#write.table(varTable, file = "cat.txt", sep = ",", quote = FALSE, row.names = F)
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+
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+#pull all tables with every variable
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+  
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+test = get_acs(geography = "county",
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+               state = "PR",
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+               year = tableYear,
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+               variables = codes)
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+
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+#add label column
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+#create empty vector 
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+labelCol = c()
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+
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+#amount of GEOIDS
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+for (x in 1:78){
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+  labelCol = c(labelCol, label0)
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+}
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+
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+#combine test and cols
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+test["label"] = labelCol
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+
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+#rearrange cols
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+test = test[c("NAME","label","variable","estimate","moe","GEOID")]
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+
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+GEOIDS = table(test$GEOID)
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+
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+#omit NA rows
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+noNA = na.omit(test)
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+
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+DP02table = noNA %>% filter(startsWith(variable,"DP02"))
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+
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+DP03table = noNA %>% filter(startsWith(variable,"DP03"))
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+
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+DP04table = noNA %>% filter(startsWith(variable,"DP04"))
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+
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+DP05table = noNA %>% filter(startsWith(variable,"DP05"))