Created
January 7, 2016 02:47
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Using ABS SDMX including metadata
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library(rsdmx) | |
library(data.table) | |
library(dplyr) | |
res_dwelling_values_metadata <- | |
readSDMX("http://stat.abs.gov.au/restsdmx/sdmx.ashx/GetDataStructure/RES_DWEL_ST/ABS") | |
recode_res_dwelling_values <- function(DT, colname){ | |
cls <- slot(res_dwelling_values_metadata, "codelists") | |
codelists <- sapply(slot(cls, "codelists"), function(x) slot(x, "id")) | |
colname.code <- | |
as.data.frame(slot(res_dwelling_values_metadata, "codelists"), | |
codelistId = codelists[grep(colname, codelists)]) %>% | |
as.data.table %>% | |
select(id, label.en) %>% | |
setnames(old = "label.en", paste0("label_", colname)) | |
merge(DT, colname.code, by.x = colname, by.y = "id") | |
} | |
res_dwelling_values <- | |
readSDMX("http://stat.abs.gov.au/restsdmx/sdmx.ashx/GetData/RES_DWEL_ST/1+2+3+4+5.0+1+2+3+4+5+6+7+8.Q/ABS?startTime=2011&endTime=2015") %>% | |
as.data.frame %>% | |
recode_res_dwelling_values("ASGS_2011") %>% | |
recode_res_dwelling_values("MEASURE") %>% | |
recode_res_dwelling_values("FREQUENCY") %>% | |
data.table |
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