diff --git a/DESCRIPTION b/DESCRIPTION
index 35c66989..1506e1bb 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,8 +1,8 @@
 Type: Package
 Package: pxweb
 Title: R Interface to PXWEB APIs
-Version: 0.16.3
-Date: 2024-01-13
+Version: 0.17.0
+Date: 2024-01-28
 Authors@R: c(
     person("Mans", "Magnusson", , "mons.magnusson@gmail.com", role = c("aut", "cre"),
            comment = c(ORCID = "0000-0002-0296-2719")),
@@ -35,6 +35,7 @@ Depends:
     R (>= 3.5.0)
 Imports: 
     checkmate,
+    curl,
     httr (>= 1.1),
     jsonlite
 Suggests: 
diff --git a/R/pxweb.R b/R/pxweb.R
index 8c9e19d0..b8b01318 100644
--- a/R/pxweb.R
+++ b/R/pxweb.R
@@ -34,6 +34,10 @@ pxweb <- function(url) {
   }
   checkmate::assert_string(url)
   url_parsed <- parse_url_or_fail(x = url)
+  if(!has_internet(url_parsed$hostname)){
+    message(no_internet_msg(url_parsed$hostname))
+    return(NULL)
+  }
 
   obj <- list(
     url = url_parsed,
@@ -119,3 +123,11 @@ pxweb_tempdir <- function(to = "apis") {
     return(tmp_dir_logs)
   }
 }
+
+no_internet_msg <- function(host){
+  return(paste0("No internet access to '", host, "'."))
+}
+
+has_internet <- function(host){
+  !is.null(curl::nslookup(host, error = FALSE))
+}
diff --git a/R/pxweb_get.R b/R/pxweb_get.R
index 037017be..59969497 100644
--- a/R/pxweb_get.R
+++ b/R/pxweb_get.R
@@ -100,6 +100,13 @@ pxweb_advanced_get <- function(url, query = NULL, verbose = TRUE, log_http_calls
   if (log_http_calls) {
     pxweb_http_log_on()
   }
+  if(!is.pxweb(url)){
+    url_parsed <- parse_url_or_fail(x = url)
+    if(!has_internet(url_parsed$hostname)){
+      message(no_internet_msg(url_parsed$hostname))
+      return(NULL)
+    }
+  }
 
   px <- pxweb(url)
   if (!is.null(query)) {
diff --git a/R/pxweb_interactive.R b/R/pxweb_interactive.R
index 1dc413e8..d3471447 100644
--- a/R/pxweb_interactive.R
+++ b/R/pxweb_interactive.R
@@ -23,6 +23,17 @@
 #' ##  x <- pxweb_interactive(x = "https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/")
 #'
 pxweb_interactive <- function(x = NULL) {
+  # Check internet access if x is an url
+  if(!is.null(x)){
+    url_parsed <- parse_url(x)
+    if(parsed_url_has_hostname(url_parsed)){
+      if(!has_internet(url_parsed$hostname)){
+        message(no_internet_msg(url_parsed$hostname))
+        return(NULL)
+      }
+    }
+  }
+
   # Setup structure
   pxe <- pxweb_explorer(x)
 
@@ -145,7 +156,11 @@ pxweb_explorer.pxweb <- function(x) {
 #' @rdname pxweb_explorer
 #' @keywords internal
 pxweb_explorer.pxweb_api_catalogue_entry <- function(x) {
-  pxe <- list(pxweb = pxweb(build_pxweb_url(x)))
+  suppressMessages(pxe <- list(pxweb = pxweb(build_pxweb_url(x))))
+  if(is.null(pxe$pxweb)) {
+    stop(no_internet_msg(parse_url(x$url)$hostname),
+         call. = FALSE)
+  }
   tot_pos <- pxweb_api_path(pxe$pxweb, as_vector = TRUE)
   pxe$root <- character(0)
   pxe$position <- character(0)
diff --git a/R/pxweb_parse_url_or_fail.R b/R/pxweb_parse_url_or_fail.R
index 8d04f0fc..afe5ca80 100644
--- a/R/pxweb_parse_url_or_fail.R
+++ b/R/pxweb_parse_url_or_fail.R
@@ -4,11 +4,22 @@
 #'
 #' @keywords internal
 parse_url_or_fail <- function(x) {
+  pu <- parse_url(x)
+  if (!parsed_url_has_hostname(x)) {
+    stop("Cannot parse url (hostname). Please check url for potential errors (?parse_url): '", x, "'", call. = FALSE)
+  }
+  pu
+}
+
+parse_url <- function(x) {
   checkmate::assert_string(x)
   x <- pxweb_fix_url(x)
-  parsed_url <- httr::parse_url(x)
-  if (is.null(parsed_url$hostname)) {
-    stop("Cannot parse url (hostname). Please check url for potential errors (?parse_url): '", x, "'", call. = FALSE)
+  httr::parse_url(x)
+}
+
+parsed_url_has_hostname <- function(x){
+  if(!checkmate::test_class(x, "url")){
+    x <- parse_url(x)
   }
-  parsed_url
+  !is.null(x$hostname)
 }
diff --git a/tests/testthat/test-pxweb_api_paths.R b/tests/testthat/test-pxweb_api_paths.R
index 3e80737b..82451efb 100644
--- a/tests/testthat/test-pxweb_api_paths.R
+++ b/tests/testthat/test-pxweb_api_paths.R
@@ -5,6 +5,7 @@ context("pxweb_api_paths")
 test_that(desc = "Access api paths", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   url <- "https://api.scb.se/OV0104/v1/doris/sv/ssd/START/AM/AM0301/"
   expect_silent(scb <- pxweb(url))
diff --git a/tests/testthat/test-pxweb_as_dataframe.R b/tests/testthat/test-pxweb_as_dataframe.R
index f68e9527..d5d044cb 100644
--- a/tests/testthat/test-pxweb_as_dataframe.R
+++ b/tests/testthat/test-pxweb_as_dataframe.R
@@ -5,6 +5,7 @@ context("pxweb conversions")
 test_that(desc = "Converting pxweb data to matrices and data.frames", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   # Move to
   url <- "https://api.scb.se/OV0104/v1/doris/sv/ssd/BE/BE0101/BE0101A/BefolkningNy"
diff --git a/tests/testthat/test-pxweb_constructor.R b/tests/testthat/test-pxweb_constructor.R
index f4267cf0..51c30f6a 100644
--- a/tests/testthat/test-pxweb_constructor.R
+++ b/tests/testthat/test-pxweb_constructor.R
@@ -5,6 +5,7 @@ context("pxweb")
 test_that(desc = "Constructor works as it should with Statistics Sweden", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   expect_silent(pxapi1 <- pxweb(url = "https://api.scb.se/OV0104/v1/doris/sv/ssd/START/ME/ME0104/ME0104C/ME0104T24"))
   expect_true(file.exists(pxapi1$paths$rda_file_path))
@@ -30,6 +31,7 @@ test_that(desc = "Constructor works as it should with Statistics Sweden", {
 test_that(desc = "Constructor works for erroneous urls", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   expect_silent(pxapi1 <- pxweb(url = "https://api.scb.se/OV0104/v1/doris/sv/ssd/START/ME/ME0104/ME0104C/ME0104T24"))
 
@@ -50,6 +52,7 @@ test_that(desc = "Constructor works for erroneous urls", {
 test_that(desc = "Cache cleaner and print", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   expect_silent(pxapi1 <- pxweb(url = "https://api.scb.se/OV0104/v1/doris/sv/ssd/START/ME/ME0104/ME0104C/ME0104T24"))
   expect_silent(pxapi2 <- pxweb("https://statfin.stat.fi/PXWeb/api/v1/fi/StatFin/tym/tyonv/statfin_tyonv_pxt_001.px"))
diff --git a/tests/testthat/test-pxweb_data_comments.R b/tests/testthat/test-pxweb_data_comments.R
index a8f291e3..3315a0ac 100644
--- a/tests/testthat/test-pxweb_data_comments.R
+++ b/tests/testthat/test-pxweb_data_comments.R
@@ -5,6 +5,7 @@ context("pxweb_data_comments")
 test_that(desc = "test data comment structure", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   url <- "https://api.scb.se/OV0104/v1/doris/sv/ssd/BE/BE0101/BE0101A/BefolkningNy"
   json_query <- file.path(system.file(package = "pxweb"), "extdata", "examples", "json_query_example.json")
diff --git a/tests/testthat/test-pxweb_get.R b/tests/testthat/test-pxweb_get.R
index 35f3989d..0e0253b3 100644
--- a/tests/testthat/test-pxweb_get.R
+++ b/tests/testthat/test-pxweb_get.R
@@ -5,6 +5,7 @@ context("pxweb_get")
 test_that(desc = "Test to download px and sdmx", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
   json_px_query <- readLines(test_path("test_data/test_query_px.json"))
 
   expect_silent(px_file_path1 <-
@@ -37,6 +38,7 @@ test_that(desc = "Test to download px and sdmx", {
 test_that(desc = "Constructor works as it should with Statistics Sweden", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   url <- "https://api.scb.se/OV0104/v1/doris/sv/ssd/BE/BE0101/BE0101A/BefolkningNy"
   expect_silent(px_meta_data <- pxweb_get(url))
@@ -89,6 +91,7 @@ test_that(desc = "Constructor works as it should with Statistics Sweden", {
 test_that(desc = "Previous bugs", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   # This is a bug in the previous implementation of pxweb
   url <- "https://bank.stat.gl/api/v1/en/Greenland/BE/BE01"
@@ -104,6 +107,7 @@ test_that(desc = "Previous bugs", {
 test_that(desc = "Test to download json-stat objects", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   # Test json-stat
   url <- "https://api.scb.se/OV0104/v1/doris/sv/ssd/BE/BE0101/BE0101A/BefolkningNy"
@@ -126,6 +130,7 @@ test_that(desc = "Test to download json-stat objects", {
 test_that(desc = "Test pxweb_get_data", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   url <- "https://api.scb.se/OV0104/v1/doris/sv/ssd/BE/BE0101/BE0101A/BefolkningNy"
   json_query <- file.path(system.file(package = "pxweb"), "extdata", "examples", "json_query_example.json")
@@ -138,6 +143,7 @@ test_that(desc = "Test pxweb_get_data", {
 test_that(desc = "Test http logger", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   url <- "https://api.scb.se/OV0104/v1/doris/sv/ssd/BE/BE0101/BE0101A/BefolkningNy"
   expect_silent(px <- pxweb(url))
@@ -154,6 +160,8 @@ test_that(desc = "Test http logger", {
 test_that(desc = "large variable call", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
+
   url <- "https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0001/BE0001G/BE0001ENamn10"
   json_query <- file.path(system.file(package = "pxweb"), "extdata", "examples", "json_query_last_names.json")
   expect_silent(px <- pxweb_get(url, query = pxweb_query(json_query)))
@@ -163,6 +171,7 @@ test_that(desc = "large variable call", {
 test_that(desc = "Cite data", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   url <- "https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy"
   json_query <- file.path(system.file(package = "pxweb"), "extdata", "examples", "json_query_example.json")
@@ -175,6 +184,7 @@ test_that(desc = "Cite data", {
 test_that(desc = "Filter query error bug", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   url <- "http://data.ssb.no/api/v0/en/table/04861"
   json_query <- readLines(test_path("test_data/filter_query.json"))
@@ -198,6 +208,7 @@ test_that(desc = "Filter query error bug", {
 test_that(desc = "a small big query", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   pxweb_query_list <-
     list(
@@ -225,6 +236,7 @@ test_that(desc = "a small big query", {
 test_that(desc = "manually supplying a pxmdo", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   pxweb_query_list <-
     list(
@@ -249,6 +261,7 @@ test_that(desc = "manually supplying a pxmdo", {
 test_that(desc = "return clear error message when missing values", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   pql <- list(
     "Tilltalsnamn" = c("20Agnes"),
@@ -263,6 +276,7 @@ test_that(desc = "return clear error message when missing values", {
 test_that(desc = "Query with non-ascii characters work as well", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   pxweb_query_list <-
     list(
diff --git a/tests/testthat/test-pxweb_interactive.R b/tests/testthat/test-pxweb_interactive.R
index 99b3dd4b..8e29711d 100644
--- a/tests/testthat/test-pxweb_interactive.R
+++ b/tests/testthat/test-pxweb_interactive.R
@@ -5,6 +5,7 @@ context("pxweb_interactive")
 test_that(desc = "Basic usage", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   expect_silent(pxe <- pxweb:::pxweb_explorer.character("https://api.scb.se/OV0104/v1/doris/sv/ssd/START/ME/ME0104/ME0104C/ME0104T24"))
   expect_output(pxweb:::print.pxweb_explorer(pxe), "/OV0104/v1/doris/sv/ssd/START/ME/ME0104/ME0104C/ME0104T24")
@@ -29,6 +30,7 @@ test_that(desc = "Basic usage", {
 test_that(desc = "API catalogue usage", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   expect_silent(pxe_scb <- pxweb:::pxweb_explorer.character("api.scb.se"))
   expect_output(pxweb:::print.pxweb_explorer(pxe_scb), "v1")
@@ -57,6 +59,7 @@ test_that(desc = "API catalogue usage", {
 test_that(desc = "Select all and eliminate", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   expect_silent(pxe <- pxweb:::pxweb_explorer.character("https://api.scb.se/OV0104/v1/doris/sv/ssd/START/ME/ME0104/ME0104C/ME0104T24"))
   expect_output(pxweb:::print.pxweb_explorer(pxe), "/OV0104/v1/doris/sv/ssd/START/ME/ME0104/ME0104C/ME0104T24")
@@ -70,6 +73,7 @@ test_that(desc = "Select all and eliminate", {
 test_that(desc = "Select all and eliminate", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   expect_silent(pxe <- pxweb:::pxweb_explorer.character("https://api.scb.se/OV0104/v1/doris/sv/ssd/START/ME/ME0104/ME0104C/ME0104T24"))
   expect_output(pxe <- pxweb:::pxweb_interactive_input(pxe, test_input = "e"))
@@ -108,6 +112,7 @@ test_that(desc = "Select all and eliminate", {
 test_that(desc = "Stat Iceland structure", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   expect_silent(pxe <- pxweb:::pxweb_explorer.NULL())
   expect_output(pxe <- pxweb:::pxweb_interactive_input(pxe, test_input = "10"))
@@ -124,8 +129,19 @@ test_that(desc = "Stat Iceland structure", {
 test_that(desc = "No value bug", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   url <- "http://px.hagstofa.is/pxen/api/v1/en/Efnahagur/utanrikisverslun/1_voruvidskipti/02_uttollskra/UTA02801.px"
   expect_silent(pxe <- pxweb:::pxweb_explorer.character(url))
   expect_output(pxweb:::print.pxweb_explorer(pxe), regexp = "\\[\\[HS-Number\\]\\]")
 })
+
+
+test_that(desc = "Fail on incorrect", {
+  # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
+  skip_on_cran()
+  skip_if_offline()
+
+  expect_error(pxweb_interactive("incorrect url"))
+})
+
diff --git a/tests/testthat/test-pxweb_query.R b/tests/testthat/test-pxweb_query.R
index 77030059..f834f358 100644
--- a/tests/testthat/test-pxweb_query.R
+++ b/tests/testthat/test-pxweb_query.R
@@ -30,6 +30,7 @@ test_that(desc = "pxweb_query object", {
 test_that(desc = "split pxweb_query object", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   url <- "https://api.scb.se/OV0104/v1/doris/sv/ssd/BE/BE0101/BE0101A/BefolkningNy"
   dims <- list(
@@ -85,6 +86,7 @@ test_that(desc = "split pxweb_query object", {
 test_that(desc = "split pxweb_query bug", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   url <- "http://px.hagstofa.is/pxis/api/v1/is/Efnahagur/utanrikisverslun/1_voruvidskipti/03_inntollskra/UTA03801.px"
   pxweb_query_list <- list(
@@ -120,6 +122,8 @@ test_that(desc = "pxweb_query JSON parse error message", {
 
 
 test_that(desc = "mandatory variables are included automatically", {
+  skip_if_offline()
+  skip_on_cran()
   fp <- test_path(file.path("test_data", "pxm1_test.rda"))
   url <- "https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy"
 
diff --git a/tests/testthat/test-pxweb_test_api.R b/tests/testthat/test-pxweb_test_api.R
index 6102e881..9eb0dd95 100644
--- a/tests/testthat/test-pxweb_test_api.R
+++ b/tests/testthat/test-pxweb_test_api.R
@@ -5,6 +5,7 @@ context("pxweb_test_api")
 test_that(desc = "Mixed node levels object", {
   # CRAN seem to run tests in parallel, hence API tests cannot be run on CRAN.
   skip_on_cran()
+  skip_if_offline()
 
   url <- "https://api.scb.se/OV0104/v1/doris/sv/ssd/START/AM/AM0301/"
   expect_output(res <- suppressWarnings(pxweb_test_api(url)), regexp = "4 node.+and 14 table")
diff --git a/vignettes/px_levels_example.rda b/vignettes/px_levels_example.rda
new file mode 100644
index 00000000..131cc76c
Binary files /dev/null and b/vignettes/px_levels_example.rda differ
diff --git a/vignettes/px_meta_example.rda b/vignettes/px_meta_example.rda
new file mode 100644
index 00000000..bd14a423
Binary files /dev/null and b/vignettes/px_meta_example.rda differ
diff --git a/vignettes/pxd_example.rda b/vignettes/pxd_example.rda
new file mode 100644
index 00000000..a59342be
Binary files /dev/null and b/vignettes/pxd_example.rda differ
diff --git a/vignettes/pxfp_example.rda b/vignettes/pxfp_example.rda
new file mode 100644
index 00000000..7f1028b3
Binary files /dev/null and b/vignettes/pxfp_example.rda differ
diff --git a/vignettes/pxjstat_example.rda b/vignettes/pxjstat_example.rda
new file mode 100644
index 00000000..56fd934f
Binary files /dev/null and b/vignettes/pxjstat_example.rda differ
diff --git a/vignettes/pxweb.Rmd b/vignettes/pxweb.Rmd
index 56af0781..f8e98cc8 100644
--- a/vignettes/pxweb.Rmd
+++ b/vignettes/pxweb.Rmd
@@ -12,6 +12,55 @@ vignette: >
 ---
 
 
+```{r basecode, message=FALSE, eval=FALSE, echo=FALSE}
+# Below are code to run to setup the data
+
+# Get PXWEB levels
+px_levels <- pxweb_get("https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/")
+px_levels
+save(px_levels, file = "vignettes/px_levels_example.rda")
+
+# Get PXWEB metadata about a table
+px_meta <- pxweb_get("https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy")
+px_meta
+save(px_meta, file = "vignettes/px_meta_example.rda")
+
+
+# Example Download
+pxweb_query_list <-
+  list(
+    "Civilstand" = c("*"), # Use "*" to select all
+    "Kon" = c("1", "2"),
+    "ContentsCode" = c("BE0101N1"),
+    "Tid" = c("2015", "2016", "2017")
+  )
+pxq <- pxweb_query(pxweb_query_list)
+
+pxd <- pxweb_get(
+  "https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy",
+  pxq
+)
+save(pxd, file = "vignettes/pxd_example.rda")
+
+pxq$response$format <- "json-stat"
+pxjstat <- pxweb_get(
+  "https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy",
+  pxq
+)
+save(pxjstat, file = "vignettes/pxjstat_example.rda")
+
+pxq$response$format <- "px"
+pxfp <- pxweb_get(
+  "https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy",
+  pxq
+)
+save(pxfp, file = "vignettes/pxfp_example.rda")
+
+pxweb_cite_example <- capture.output(pxweb_cite(pxd))
+
+```
+
+
 This R package provides tools to access [PX-WEB
 API](https://www.scb.se/en/services/open-data-api/api-for-the-statistical-database/). Your
 [contributions](https://ropengov.org/community/) and [bug reports and other feedback](https://github.com/ropengov/pxweb) are
@@ -123,20 +172,30 @@ Although, if the `pxweb` is installed again, it will overwrite the old API catal
 
 Under the hood, the pxweb package uses the `pxweb_get()` function to access data from the PXWEB API. It also keeps track of the API's time limits and splits big queries into optimal downloadable chunks. If we use `pxweb_get()` without a query, the function either returns a PXWEB LEVELS object or a PXWEB METADATA object. What is returned depends on if the URL points to a table in the API or not. Here is an example of a PXWEB LEVELS object.
 
-```{r levels, message=FALSE, eval=TRUE}
+```{r levels, message=FALSE, eval=FALSE}
 # Get PXWEB levels
 px_levels <- pxweb_get("https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/")
 px_levels
 ```
+```{r , message=FALSE, eval=TRUE, echo=FALSE}
+load("px_levels_example.rda")
+px_levels
+```
 
 And if we use `pxweb_get()` for a table, a PXWEB METADATA object is returned.
 
-```{r meta, message=FALSE, eval=TRUE}
+```{r meta, message=FALSE, eval=FALSE}
 # Get PXWEB metadata about a table
 px_meta <- pxweb_get("https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy")
 px_meta
 ```
 
+```{r , message=FALSE, eval=TRUE, echo=FALSE}
+load("px_meta_example.rda")
+px_meta
+```
+
+
 ### Creating data queries
 
 To download data, we need both the URL to the table and a query specifying what parts of the table are of interest. An URL to a table is an URL that will return a metadata object if not a query is supplied. Creating a query can be done in three main ways. The first and most straightforward approach is to use `pxweb_interactive()` to explore the table URL and create a query interactively.
@@ -234,7 +293,7 @@ pxweb_validate_query_with_metadata(pxq, px_meta)
 
 When we have the URL to a data table and a query, we can download the data with "`pxweb_get()` ". The function returns a `pxweb_data` object that contains the downloaded data.
 
-```{r, message=FALSE, eval=TRUE}
+```{r, message=FALSE, eval=FALSE}
 pxd <- pxweb_get(
   "https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy",
   pxq
@@ -242,9 +301,14 @@ pxd <- pxweb_get(
 pxd
 ```
 
+```{r , message=FALSE, eval=TRUE, echo=FALSE}
+load("pxd_example.rda")
+pxd
+```
+
 If we instead want a JSON-stat object, we change the response format to JSON-stat, and we will get a JSON-stat object returned. 
 
-```{r, message=FALSE, eval=TRUE}
+```{r, message=FALSE, eval=FALSE}
 pxq$response$format <- "json-stat"
 pxjstat <- pxweb_get(
   "https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy",
@@ -253,9 +317,14 @@ pxjstat <- pxweb_get(
 pxjstat
 ```
 
+```{r , message=FALSE, eval=TRUE, echo=FALSE}
+load("pxjstat_example.rda")
+pxjstat
+```
+
 Some return formats return files. Then, these responses are stored in the R `tempdir()` folded, and the file paths are returned by `pxweb_get()`. Currently, `px` and `sdmx` formats can be downloaded as files, but file an issue if you need other response formats.
 
-```{r, message=FALSE, eval=TRUE}
+```{r, message=FALSE, eval=FALSE}
 pxq$response$format <- "px"
 pxfp <- pxweb_get(
   "https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy",
@@ -264,6 +333,11 @@ pxfp <- pxweb_get(
 pxfp
 ```
 
+```{r , message=FALSE, eval=TRUE, echo=FALSE}
+load("pxfp_example.rda")
+pxfp
+```
+
 If the queries are large (contain more values than the PXWEB API maximum allowed values), the query is chunked into optimal chunks and is then downloaded sequentially. PXWEB data objects are then combined into one large PXWEB data object, while JSON-stat objects are returned as a list of JSON-stat objects, and other files are stored in `tempdir()` as separate files.
 
 For more advanced connections to the API, the `pxweb_advanced_get()` gives the flexibility to access the underlying HTTP calls using `httr` and log the HTTP calls for debugging.
@@ -307,10 +381,15 @@ as.data.frame(pxdc)
 
 Finally, if we use the data, we can easily create a citation for a `pxweb_data` object using the `pxweb_cite()` function. For full reproducibility, please also cite the package.
 
-```{r, message=FALSE, eval=TRUE}
+```{r, message=FALSE, eval=FALSE}
 pxweb_cite(pxd)
 ```
 
+```{r, message=FALSE, eval=TRUE, echo=FALSE}
+load("pxweb_cite_example.rda")
+cat(pxweb_cite_example, sep = "\n")
+```
+
 
 ## Known issues and troubleshooting
 
diff --git a/vignettes/pxweb.html b/vignettes/pxweb.html
index 10a3fc78..3b1438f5 100644
--- a/vignettes/pxweb.html
+++ b/vignettes/pxweb.html
@@ -12,7 +12,7 @@
 
 <meta name="author" content="Mans Magnusson, Leo Lahti et al." />
 
-<meta name="date" content="2022-10-31" />
+<meta name="date" content="2024-01-27" />
 
 <title>PX-WEB API Interface for R</title>
 
@@ -31,23 +31,23 @@
 </script>
 
 <style type="text/css">
-  code{white-space: pre-wrap;}
-  span.smallcaps{font-variant: small-caps;}
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-  div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
-  ul.task-list{list-style: none;}
-    </style>
+code{white-space: pre-wrap;}
+span.smallcaps{font-variant: small-caps;}
+span.underline{text-decoration: underline;}
+div.column{display: inline-block; vertical-align: top; width: 50%;}
+div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
+ul.task-list{list-style: none;}
+</style>
 
 
 
 <style type="text/css">
-  code {
-    white-space: pre;
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-  .sourceCode {
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+code {
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+}
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 pre.numberSource code > span > a:first-child::before
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-    color: #aaaaaa;
-  }
-pre.numberSource { margin-left: 3em; border-left: 1px solid #aaaaaa;  padding-left: 4px; }
+{ content: counter(source-line);
+position: relative; left: -1em; text-align: right; vertical-align: baseline;
+border: none; display: inline-block;
+-webkit-touch-callout: none; -webkit-user-select: none;
+-khtml-user-select: none; -moz-user-select: none;
+-ms-user-select: none; user-select: none;
+padding: 0 4px; width: 4em;
+color: #aaaaaa;
+}
+pre.numberSource { margin-left: 3em; border-left: 1px solid #aaaaaa; padding-left: 4px; }
 div.sourceCode
-  {   }
+{ }
 @media screen {
 pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; }
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-code span.al { color: #ff0000; font-weight: bold; } /* Alert */
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+code span.al { color: #ff0000; font-weight: bold; } 
+code span.an { color: #60a0b0; font-weight: bold; font-style: italic; } 
+code span.at { color: #7d9029; } 
+code span.bn { color: #40a070; } 
+code span.bu { color: #008000; } 
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+code span.ch { color: #4070a0; } 
+code span.cn { color: #880000; } 
+code span.co { color: #60a0b0; font-style: italic; } 
+code span.cv { color: #60a0b0; font-weight: bold; font-style: italic; } 
+code span.do { color: #ba2121; font-style: italic; } 
+code span.dt { color: #902000; } 
+code span.dv { color: #40a070; } 
+code span.er { color: #ff0000; font-weight: bold; } 
+code span.ex { } 
+code span.fl { color: #40a070; } 
+code span.fu { color: #06287e; } 
+code span.im { color: #008000; font-weight: bold; } 
+code span.in { color: #60a0b0; font-weight: bold; font-style: italic; } 
+code span.kw { color: #007020; font-weight: bold; } 
+code span.op { color: #666666; } 
+code span.ot { color: #007020; } 
+code span.pp { color: #bc7a00; } 
+code span.sc { color: #4070a0; } 
+code span.ss { color: #bb6688; } 
+code span.st { color: #4070a0; } 
+code span.va { color: #19177c; } 
+code span.vs { color: #4070a0; } 
+code span.wa { color: #60a0b0; font-weight: bold; font-style: italic; } 
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 <script>
 // apply pandoc div.sourceCode style to pre.sourceCode instead
@@ -122,13 +121,20 @@
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     try { var rules = sheets[i].cssRules; } catch (e) { continue; }
-    for (var j = 0; j < rules.length; j++) {
+    var j = 0;
+    while (j < rules.length) {
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       // check if there is a div.sourceCode rule
-      if (rule.type !== rule.STYLE_RULE || rule.selectorText !== "div.sourceCode") continue;
+      if (rule.type !== rule.STYLE_RULE || rule.selectorText !== "div.sourceCode") {
+        j++;
+        continue;
+      }
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-      if (rule.style.color === '' && rule.style.backgroundColor === '') continue;
+      if (rule.style.color === '' && rule.style.backgroundColor === '') {
+        j++;
+        continue;
+      }
       // replace div.sourceCode by a pre.sourceCode rule
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@@ -240,7 +246,7 @@
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 border-radius: 3px;
 color: #333;
-white-space: pre-wrap;
+white-space: pre-wrap; 
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@@ -308,18 +314,18 @@
 a[href^="https:"] {
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-code > span.kw { color: #555; font-weight: bold; }
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-code > span.fu { color: #900; font-weight: bold; }
-code > span.er { color: #a61717; background-color: #e3d2d2; }
+code > span.kw { color: #555; font-weight: bold; } 
+code > span.dt { color: #902000; } 
+code > span.dv { color: #40a070; } 
+code > span.bn { color: #d14; } 
+code > span.fl { color: #d14; } 
+code > span.ch { color: #d14; } 
+code > span.st { color: #d14; } 
+code > span.co { color: #888888; font-style: italic; } 
+code > span.ot { color: #007020; } 
+code > span.al { color: #ff0000; font-weight: bold; } 
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+code > span.er { color: #a61717; background-color: #e3d2d2; } 
 </style>
 
 
@@ -334,7 +340,7 @@
 
 <h1 class="title toc-ignore">PX-WEB API Interface for R</h1>
 <h4 class="author">Mans Magnusson, Leo Lahti et al.</h4>
-<h4 class="date">2022-10-31</h4>
+<h4 class="date">2024-01-27</h4>
 
 
 <div id="TOC">
@@ -369,8 +375,8 @@ <h4 class="date">2022-10-31</h4>
 </ul>
 </div>
 
-<p>This R package provides tools to access <a href="https://www.scb.se/en/services/open-data-api/api-for-the-statistical-database/">PX-WEB API</a>.
-Your <a href="https://ropengov.org/community/">contributions</a> and <a href="https://github.com/ropengov/pxweb">bug reports and other
+<p>This R package provides tools to access <a href="https://www.scb.se/en/services/open-data-api/api-for-the-statistical-database/">PX-WEB
+API</a>. Your <a href="https://ropengov.org/community/">contributions</a> and <a href="https://github.com/ropengov/pxweb">bug reports and other
 feedback</a> are welcome!</p>
 <p>We can find more information on the PX-Web/PC-Axis API <a href="https://www.scb.se/en/services/statistical-programs-for-px-files/px-web/">here</a>.</p>
 <div id="introduction" class="section level2">
@@ -409,20 +415,20 @@ <h3>About PXWEB APIs</h3>
 <div id="installation" class="section level2">
 <h2>Installation</h2>
 <p>To install the latest stable release version from CRAN, just use:</p>
-<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="fu">install.packages</span>(<span class="st">&quot;pxweb&quot;</span>)</span></code></pre></div>
+<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" tabindex="-1"></a><span class="fu">install.packages</span>(<span class="st">&quot;pxweb&quot;</span>)</span></code></pre></div>
 <p>To install the latest stable release version from GitHub, just
 use:</p>
-<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(<span class="st">&quot;remotes&quot;</span>)</span>
-<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a>remotes<span class="sc">::</span><span class="fu">install_github</span>(<span class="st">&quot;ropengov/pxweb&quot;</span>)</span></code></pre></div>
+<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" tabindex="-1"></a><span class="fu">library</span>(<span class="st">&quot;remotes&quot;</span>)</span>
+<span id="cb2-2"><a href="#cb2-2" tabindex="-1"></a>remotes<span class="sc">::</span><span class="fu">install_github</span>(<span class="st">&quot;ropengov/pxweb&quot;</span>)</span></code></pre></div>
 <p>Test the installation by loading the library:</p>
-<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(pxweb)</span></code></pre></div>
+<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" tabindex="-1"></a><span class="fu">library</span>(pxweb)</span></code></pre></div>
 <p>A tutorial is included with the package with:</p>
-<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="fu">vignette</span>(<span class="at">topic=</span><span class="st">&quot;pxweb&quot;</span>)</span></code></pre></div>
+<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" tabindex="-1"></a><span class="fu">vignette</span>(<span class="at">topic=</span><span class="st">&quot;pxweb&quot;</span>)</span></code></pre></div>
 <div id="installation-issues" class="section level3">
 <h3>Installation issues</h3>
 <p>We also recommend setting the UTF-8 encoding since each API may have
 local specific letters:</p>
-<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="fu">Sys.setlocale</span>(<span class="at">locale=</span><span class="st">&quot;UTF-8&quot;</span>) </span></code></pre></div>
+<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" tabindex="-1"></a><span class="fu">Sys.setlocale</span>(<span class="at">locale =</span> <span class="st">&quot;UTF-8&quot;</span>)</span></code></pre></div>
 </div>
 </div>
 <div id="accessing-pxweb-from-r" class="section level2">
@@ -437,24 +443,24 @@ <h2>Interactive use</h2>
 <p>The simplest way of using <code>pxweb</code> is to use it
 interactively, navigate the API to the data of interest, and then set up
 the query of interest.</p>
-<div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Navigate through all pxweb api:s in the R package API catalogue</span></span>
-<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>()</span>
-<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Get data from SCB (Statistics Sweden)</span></span>
-<span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>(<span class="st">&quot;api.scb.se&quot;</span>)</span>
-<span id="cb6-6"><a href="#cb6-6" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb6-7"><a href="#cb6-7" aria-hidden="true" tabindex="-1"></a><span class="co"># Fetching data from statfi (Statistics Finland)</span></span>
-<span id="cb6-8"><a href="#cb6-8" aria-hidden="true" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>(<span class="st">&quot;pxnet2.stat.fi&quot;</span>)</span>
-<span id="cb6-9"><a href="#cb6-9" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb6-10"><a href="#cb6-10" aria-hidden="true" tabindex="-1"></a><span class="co"># Fetching data from StatBank (Statistics Norway)</span></span>
-<span id="cb6-11"><a href="#cb6-11" aria-hidden="true" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>(<span class="st">&quot;data.ssb.no&quot;</span>)</span>
-<span id="cb6-12"><a href="#cb6-12" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb6-13"><a href="#cb6-13" aria-hidden="true" tabindex="-1"></a><span class="co"># To see all available PXWEB APIs use</span></span>
-<span id="cb6-14"><a href="#cb6-14" aria-hidden="true" tabindex="-1"></a>pxweb_apis <span class="ot">&lt;-</span> <span class="fu">pxweb_api_catalogue</span>()</span></code></pre></div>
+<div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1" tabindex="-1"></a><span class="co"># Navigate through all pxweb api:s in the R package API catalogue</span></span>
+<span id="cb6-2"><a href="#cb6-2" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>()</span>
+<span id="cb6-3"><a href="#cb6-3" tabindex="-1"></a></span>
+<span id="cb6-4"><a href="#cb6-4" tabindex="-1"></a><span class="co"># Get data from SCB (Statistics Sweden)</span></span>
+<span id="cb6-5"><a href="#cb6-5" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>(<span class="st">&quot;api.scb.se&quot;</span>)</span>
+<span id="cb6-6"><a href="#cb6-6" tabindex="-1"></a></span>
+<span id="cb6-7"><a href="#cb6-7" tabindex="-1"></a><span class="co"># Fetching data from statfi (Statistics Finland)</span></span>
+<span id="cb6-8"><a href="#cb6-8" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>(<span class="st">&quot;pxnet2.stat.fi&quot;</span>)</span>
+<span id="cb6-9"><a href="#cb6-9" tabindex="-1"></a></span>
+<span id="cb6-10"><a href="#cb6-10" tabindex="-1"></a><span class="co"># Fetching data from StatBank (Statistics Norway)</span></span>
+<span id="cb6-11"><a href="#cb6-11" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>(<span class="st">&quot;data.ssb.no&quot;</span>)</span>
+<span id="cb6-12"><a href="#cb6-12" tabindex="-1"></a></span>
+<span id="cb6-13"><a href="#cb6-13" tabindex="-1"></a><span class="co"># To see all available PXWEB APIs use</span></span>
+<span id="cb6-14"><a href="#cb6-14" tabindex="-1"></a>pxweb_apis <span class="ot">&lt;-</span> <span class="fu">pxweb_api_catalogue</span>()</span></code></pre></div>
 <p>In the example above, we use the interactive functionality from the
 PXWEB API root, but we could use any path to the API.</p>
-<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Start with a specific path.</span></span>
-<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>(<span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A&quot;</span>)</span></code></pre></div>
+<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" tabindex="-1"></a><span class="co"># Start with a specific path.</span></span>
+<span id="cb7-2"><a href="#cb7-2" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>(<span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A&quot;</span>)</span></code></pre></div>
 <p>This functionality also means that we can navigate any PXWEB API,
 irrespectively of if they are a part of the R package API catalogue or
 not. Just supply an URL to somewhere in the API and then navigate the
@@ -462,7 +468,7 @@ <h2>Interactive use</h2>
 <p>Due to new CRAN policies, it is not possible to use an R function to
 edit the API catalogue of the R package, but editing them can be done
 quickly from R using <code>file.edit()</code>.</p>
-<div class="sourceCode" id="cb8"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="fu">file.edit</span>(<span class="fu">pxweb_api_catalogue_path</span>())</span></code></pre></div>
+<div class="sourceCode" id="cb8"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" tabindex="-1"></a><span class="fu">file.edit</span>(<span class="fu">pxweb_api_catalogue_path</span>())</span></code></pre></div>
 <p>Although, if the <code>pxweb</code> is installed again, it will
 overwrite the old API catalogue. So the easiest way is to add a PXWEB
 API to the global catalogue. To do this, do a pull request at the pxweb
@@ -477,22 +483,22 @@ <h2>Direct use</h2>
 either returns a PXWEB LEVELS object or a PXWEB METADATA object. What is
 returned depends on if the URL points to a table in the API or not. Here
 is an example of a PXWEB LEVELS object.</p>
-<div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Get PXWEB levels</span></span>
-<span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a>px_levels <span class="ot">&lt;-</span> <span class="fu">pxweb_get</span>(<span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/&quot;</span>)</span>
-<span id="cb9-3"><a href="#cb9-3" aria-hidden="true" tabindex="-1"></a>px_levels</span></code></pre></div>
+<div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" tabindex="-1"></a><span class="co"># Get PXWEB levels</span></span>
+<span id="cb9-2"><a href="#cb9-2" tabindex="-1"></a>px_levels <span class="ot">&lt;-</span> <span class="fu">pxweb_get</span>(<span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/&quot;</span>)</span>
+<span id="cb9-3"><a href="#cb9-3" tabindex="-1"></a>px_levels</span></code></pre></div>
 <pre><code>## PXWEB LEVELS
-##   BefolkningNy (t): Population by region, marital status, age and sex.  Year 1968 - 2021
-##   FolkmangdNov (t): Population 1 November by region, age and sex. Year 2002 - 2021
-##   FolkmangdDistrikt (t): Population by district, Landscape or Part of the country by sex. Year 2015 - 2021
-##   BefolkManad (t): Population per month by region, age and sex. Year 2000M01 - 2022M08
-##   BefolkningR1860N (t): Population by age and sex. Year 1860 - 2021</code></pre>
+##   BefolkningNy (t): Population by region, marital status, age and sex.  Year 1968 - 2022
+##   FolkmangdNov (t): Population 1 November by region, age and sex. Year 2002 - 2023
+##   FolkmangdDistrikt (t): Population by district, Landscape or Part of the country by sex. Year 2015 - 2022
+##   BefolkManad (t): Population per month by region, age and sex. Year 2000M01 - 2023M11
+##   BefolkningR1860N (t): Population by age and sex. Year 1860 - 2022</code></pre>
 <p>And if we use <code>pxweb_get()</code> for a table, a PXWEB METADATA
 object is returned.</p>
-<div class="sourceCode" id="cb11"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Get PXWEB metadata about a table</span></span>
-<span id="cb11-2"><a href="#cb11-2" aria-hidden="true" tabindex="-1"></a>px_meta <span class="ot">&lt;-</span> <span class="fu">pxweb_get</span>(<span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&quot;</span>)</span>
-<span id="cb11-3"><a href="#cb11-3" aria-hidden="true" tabindex="-1"></a>px_meta</span></code></pre></div>
+<div class="sourceCode" id="cb11"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb11-1"><a href="#cb11-1" tabindex="-1"></a><span class="co"># Get PXWEB metadata about a table</span></span>
+<span id="cb11-2"><a href="#cb11-2" tabindex="-1"></a>px_meta <span class="ot">&lt;-</span> <span class="fu">pxweb_get</span>(<span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&quot;</span>)</span>
+<span id="cb11-3"><a href="#cb11-3" tabindex="-1"></a>px_meta</span></code></pre></div>
 <pre><code>## PXWEB METADATA
-## Population by region, marital status, age, sex, observations and year
+## Population by region, marital status, age, sex, observations and year 
 ## variables:
 ##  [[1]] Region: region
 ##  [[2]] Civilstand: marital status
@@ -508,12 +514,12 @@ <h3>Creating data queries</h3>
 Creating a query can be done in three main ways. The first and most
 straightforward approach is to use <code>pxweb_interactive()</code> to
 explore the table URL and create a query interactively.</p>
-<div class="sourceCode" id="cb13"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>(<span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&quot;</span>)</span></code></pre></div>
+<div class="sourceCode" id="cb13"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb13-1"><a href="#cb13-1" tabindex="-1"></a>d <span class="ot">&lt;-</span> <span class="fu">pxweb_interactive</span>(<span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&quot;</span>)</span></code></pre></div>
 <p>The interactive function will return the query and the URL, even if
 the data is not downloaded.</p>
-<div class="sourceCode" id="cb14"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a>d<span class="sc">$</span>url</span></code></pre></div>
+<div class="sourceCode" id="cb14"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" tabindex="-1"></a>d<span class="sc">$</span>url</span></code></pre></div>
 <pre><code>## [1] &quot;http://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&quot;</code></pre>
-<div class="sourceCode" id="cb16"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a>d<span class="sc">$</span>query</span></code></pre></div>
+<div class="sourceCode" id="cb16"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" tabindex="-1"></a>d<span class="sc">$</span>query</span></code></pre></div>
 <pre><code>## PXWEB QUERY
 ## query:
 ##  [[1]] Region (item):
@@ -528,7 +534,7 @@ <h3>Creating data queries</h3>
 ##    2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017</code></pre>
 <p>We can also turn the query into a JSON query that we can use outside
 R.</p>
-<div class="sourceCode" id="cb18"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a><span class="fu">pxweb_query_as_json</span>(d<span class="sc">$</span>query, <span class="at">pretty =</span> <span class="cn">TRUE</span>)</span></code></pre></div>
+<div class="sourceCode" id="cb18"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb18-1"><a href="#cb18-1" tabindex="-1"></a><span class="fu">pxweb_query_as_json</span>(d<span class="sc">$</span>query, <span class="at">pretty =</span> <span class="cn">TRUE</span>)</span></code></pre></div>
 <pre><code>## {
 ##   &quot;query&quot;: [
 ##     {
@@ -614,16 +620,18 @@ <h3>Creating data queries</h3>
 } </code></pre>
 <p>To use this JSON query, we store the JSON query as a file and supply
 the path to the file to the “<code>pxweb_query()</code>”function.</p>
-<div class="sourceCode" id="cb21"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a>pxq <span class="ot">&lt;-</span> <span class="fu">pxweb_query</span>(<span class="st">&quot;path/to/the/json/query.json&quot;</span>)</span></code></pre></div>
+<div class="sourceCode" id="cb21"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb21-1"><a href="#cb21-1" tabindex="-1"></a>pxq <span class="ot">&lt;-</span> <span class="fu">pxweb_query</span>(<span class="st">&quot;path/to/the/json/query.json&quot;</span>)</span></code></pre></div>
 <p>Finally, we can create a PXWEB query from an R list where each list
 element is a variable and selected observation.</p>
-<div class="sourceCode" id="cb22"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a>pxweb_query_list <span class="ot">&lt;-</span> </span>
-<span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">list</span>(<span class="st">&quot;Civilstand&quot;</span><span class="ot">=</span><span class="fu">c</span>(<span class="st">&quot;*&quot;</span>), <span class="co"># Use &quot;*&quot; to select all</span></span>
-<span id="cb22-3"><a href="#cb22-3" aria-hidden="true" tabindex="-1"></a>       <span class="st">&quot;Kon&quot;</span><span class="ot">=</span><span class="fu">c</span>(<span class="st">&quot;1&quot;</span>,<span class="st">&quot;2&quot;</span>),</span>
-<span id="cb22-4"><a href="#cb22-4" aria-hidden="true" tabindex="-1"></a>       <span class="st">&quot;ContentsCode&quot;</span><span class="ot">=</span><span class="fu">c</span>(<span class="st">&quot;BE0101N1&quot;</span>),</span>
-<span id="cb22-5"><a href="#cb22-5" aria-hidden="true" tabindex="-1"></a>       <span class="st">&quot;Tid&quot;</span><span class="ot">=</span><span class="fu">c</span>(<span class="st">&quot;2015&quot;</span>,<span class="st">&quot;2016&quot;</span>,<span class="st">&quot;2017&quot;</span>))</span>
-<span id="cb22-6"><a href="#cb22-6" aria-hidden="true" tabindex="-1"></a>pxq <span class="ot">&lt;-</span> <span class="fu">pxweb_query</span>(pxweb_query_list)</span>
-<span id="cb22-7"><a href="#cb22-7" aria-hidden="true" tabindex="-1"></a>pxq</span></code></pre></div>
+<div class="sourceCode" id="cb22"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb22-1"><a href="#cb22-1" tabindex="-1"></a>pxweb_query_list <span class="ot">&lt;-</span></span>
+<span id="cb22-2"><a href="#cb22-2" tabindex="-1"></a>  <span class="fu">list</span>(</span>
+<span id="cb22-3"><a href="#cb22-3" tabindex="-1"></a>    <span class="st">&quot;Civilstand&quot;</span> <span class="ot">=</span> <span class="fu">c</span>(<span class="st">&quot;*&quot;</span>), <span class="co"># Use &quot;*&quot; to select all</span></span>
+<span id="cb22-4"><a href="#cb22-4" tabindex="-1"></a>    <span class="st">&quot;Kon&quot;</span> <span class="ot">=</span> <span class="fu">c</span>(<span class="st">&quot;1&quot;</span>, <span class="st">&quot;2&quot;</span>),</span>
+<span id="cb22-5"><a href="#cb22-5" tabindex="-1"></a>    <span class="st">&quot;ContentsCode&quot;</span> <span class="ot">=</span> <span class="fu">c</span>(<span class="st">&quot;BE0101N1&quot;</span>),</span>
+<span id="cb22-6"><a href="#cb22-6" tabindex="-1"></a>    <span class="st">&quot;Tid&quot;</span> <span class="ot">=</span> <span class="fu">c</span>(<span class="st">&quot;2015&quot;</span>, <span class="st">&quot;2016&quot;</span>, <span class="st">&quot;2017&quot;</span>)</span>
+<span id="cb22-7"><a href="#cb22-7" tabindex="-1"></a>  )</span>
+<span id="cb22-8"><a href="#cb22-8" tabindex="-1"></a>pxq <span class="ot">&lt;-</span> <span class="fu">pxweb_query</span>(pxweb_query_list)</span>
+<span id="cb22-9"><a href="#cb22-9" tabindex="-1"></a>pxq</span></code></pre></div>
 <pre><code>## PXWEB QUERY
 ## query:
 ##  [[1]] Civilstand (all):
@@ -638,24 +646,28 @@ <h3>Creating data queries</h3>
 we can use the query. This validation is done automatically when the
 data is fetched with <code>pxweb_get()</code> but can also be done
 manually.</p>
-<div class="sourceCode" id="cb24"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a><span class="fu">pxweb_validate_query_with_metadata</span>(pxq, px_meta)</span></code></pre></div>
+<div class="sourceCode" id="cb24"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb24-1"><a href="#cb24-1" tabindex="-1"></a><span class="fu">pxweb_validate_query_with_metadata</span>(pxq, px_meta)</span></code></pre></div>
 </div>
 <div id="downloading-data" class="section level3">
 <h3>Downloading data</h3>
 <p>When we have the URL to a data table and a query, we can download the
 data with “<code>pxweb_get()</code>”. The function returns a
 <code>pxweb_data</code> object that contains the downloaded data.</p>
-<div class="sourceCode" id="cb25"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a>pxd <span class="ot">&lt;-</span> <span class="fu">pxweb_get</span>(<span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&quot;</span>,</span>
-<span id="cb25-2"><a href="#cb25-2" aria-hidden="true" tabindex="-1"></a>                 pxq)</span>
-<span id="cb25-3"><a href="#cb25-3" aria-hidden="true" tabindex="-1"></a>pxd</span></code></pre></div>
+<div class="sourceCode" id="cb25"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb25-1"><a href="#cb25-1" tabindex="-1"></a>pxd <span class="ot">&lt;-</span> <span class="fu">pxweb_get</span>(</span>
+<span id="cb25-2"><a href="#cb25-2" tabindex="-1"></a>  <span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&quot;</span>,</span>
+<span id="cb25-3"><a href="#cb25-3" tabindex="-1"></a>  pxq</span>
+<span id="cb25-4"><a href="#cb25-4" tabindex="-1"></a>)</span>
+<span id="cb25-5"><a href="#cb25-5" tabindex="-1"></a>pxd</span></code></pre></div>
 <pre><code>## PXWEB DATA
 ## With 4 variables and 24 observations.</code></pre>
 <p>If we instead want a JSON-stat object, we change the response format
 to JSON-stat, and we will get a JSON-stat object returned.</p>
-<div class="sourceCode" id="cb27"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a>pxq<span class="sc">$</span>response<span class="sc">$</span>format <span class="ot">&lt;-</span> <span class="st">&quot;json-stat&quot;</span></span>
-<span id="cb27-2"><a href="#cb27-2" aria-hidden="true" tabindex="-1"></a>pxjstat <span class="ot">&lt;-</span> <span class="fu">pxweb_get</span>(<span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&quot;</span>,</span>
-<span id="cb27-3"><a href="#cb27-3" aria-hidden="true" tabindex="-1"></a>                     pxq)</span>
-<span id="cb27-4"><a href="#cb27-4" aria-hidden="true" tabindex="-1"></a>pxjstat</span></code></pre></div>
+<div class="sourceCode" id="cb27"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" tabindex="-1"></a>pxq<span class="sc">$</span>response<span class="sc">$</span>format <span class="ot">&lt;-</span> <span class="st">&quot;json-stat&quot;</span></span>
+<span id="cb27-2"><a href="#cb27-2" tabindex="-1"></a>pxjstat <span class="ot">&lt;-</span> <span class="fu">pxweb_get</span>(</span>
+<span id="cb27-3"><a href="#cb27-3" tabindex="-1"></a>  <span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&quot;</span>,</span>
+<span id="cb27-4"><a href="#cb27-4" tabindex="-1"></a>  pxq</span>
+<span id="cb27-5"><a href="#cb27-5" tabindex="-1"></a>)</span>
+<span id="cb27-6"><a href="#cb27-6" tabindex="-1"></a>pxjstat</span></code></pre></div>
 <pre><code>## {
 ##   &quot;dataset&quot;: {
 ##     &quot;dimension&quot;: {
@@ -674,6 +686,9 @@ <h3>Downloading data</h3>
 ##             &quot;ÄNKL&quot;: [&quot;widowers/widows&quot;],
 ##             &quot;SK&quot;: [&quot;divorced&quot;]
 ##           }
+##         },
+##         &quot;extension&quot;: {
+##           &quot;show&quot;: [&quot;value&quot;]
 ##         }
 ##       },
 ##       &quot;Kon&quot;: {
@@ -696,6 +711,9 @@ <h3>Downloading data</h3>
 ##               }
 ##             }
 ##           ]
+##         },
+##         &quot;extension&quot;: {
+##           &quot;show&quot;: [&quot;value&quot;]
 ##         }
 ##       },
 ##       &quot;ContentsCode&quot;: {
@@ -713,6 +731,9 @@ <h3>Downloading data</h3>
 ##               &quot;decimals&quot;: [0]
 ##             }
 ##           }
+##         },
+##         &quot;extension&quot;: {
+##           &quot;show&quot;: [&quot;value&quot;]
 ##         }
 ##       },
 ##       &quot;Tid&quot;: {
@@ -728,6 +749,9 @@ <h3>Downloading data</h3>
 ##             &quot;2016&quot;: [&quot;2016&quot;],
 ##             &quot;2017&quot;: [&quot;2017&quot;]
 ##           }
+##         },
+##         &quot;extension&quot;: {
+##           &quot;show&quot;: [&quot;code&quot;]
 ##         }
 ##       },
 ##       &quot;id&quot;: [
@@ -753,7 +777,7 @@ <h3>Downloading data</h3>
 ##     },
 ##     &quot;label&quot;: [&quot;Population by marital status, sex, observations and year&quot;],
 ##     &quot;source&quot;: [&quot;Statistics Sweden&quot;],
-##     &quot;updated&quot;: [&quot;2022-10-31T09:01:00Z&quot;],
+##     &quot;updated&quot;: [&quot;2023-02-09T07:57:00Z&quot;],
 ##     &quot;value&quot;: [
 ##       [2762601],
 ##       [2820248],
@@ -794,11 +818,13 @@ <h3>Downloading data</h3>
 <code>pxweb_get()</code>. Currently, <code>px</code> and
 <code>sdmx</code> formats can be downloaded as files, but file an issue
 if you need other response formats.</p>
-<div class="sourceCode" id="cb29"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a>pxq<span class="sc">$</span>response<span class="sc">$</span>format <span class="ot">&lt;-</span> <span class="st">&quot;px&quot;</span></span>
-<span id="cb29-2"><a href="#cb29-2" aria-hidden="true" tabindex="-1"></a>pxfp <span class="ot">&lt;-</span> <span class="fu">pxweb_get</span>(<span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&quot;</span>,</span>
-<span id="cb29-3"><a href="#cb29-3" aria-hidden="true" tabindex="-1"></a>                     pxq)</span>
-<span id="cb29-4"><a href="#cb29-4" aria-hidden="true" tabindex="-1"></a>pxfp</span></code></pre></div>
-<pre><code>## [1] &quot;/var/folders/8x/bgssdq5n6dx1_ydrhq1zgrym0000gn/T//RtmpHaUcgC/8ca1310ea6efb41cf436a4e403c2d2cd23d9f45a.px&quot;</code></pre>
+<div class="sourceCode" id="cb29"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" tabindex="-1"></a>pxq<span class="sc">$</span>response<span class="sc">$</span>format <span class="ot">&lt;-</span> <span class="st">&quot;px&quot;</span></span>
+<span id="cb29-2"><a href="#cb29-2" tabindex="-1"></a>pxfp <span class="ot">&lt;-</span> <span class="fu">pxweb_get</span>(</span>
+<span id="cb29-3"><a href="#cb29-3" tabindex="-1"></a>  <span class="st">&quot;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&quot;</span>,</span>
+<span id="cb29-4"><a href="#cb29-4" tabindex="-1"></a>  pxq</span>
+<span id="cb29-5"><a href="#cb29-5" tabindex="-1"></a>)</span>
+<span id="cb29-6"><a href="#cb29-6" tabindex="-1"></a>pxfp</span></code></pre></div>
+<pre><code>## [1] &quot;/var/folders/x9/dsgck_4s5mx2nrzzs8zd64rc0000gq/T//RtmpFdmiD7/50026bd2b2d8df2e3f190ca568b3b587d8207465.px&quot;</code></pre>
 <p>If the queries are large (contain more values than the PXWEB API
 maximum allowed values), the query is chunked into optimal chunks and is
 then downloaded sequentially. PXWEB data objects are then combined into
@@ -818,8 +844,8 @@ <h3>Downloading data</h3>
 <code>variable.value.type</code> and <code>column.name.type</code>, we
 can choose if we want the code or the text column names and value
 types.</p>
-<div class="sourceCode" id="cb31"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb31-1"><a href="#cb31-1" aria-hidden="true" tabindex="-1"></a>pxdf <span class="ot">&lt;-</span> <span class="fu">as.data.frame</span>(pxd, <span class="at">column.name.type =</span> <span class="st">&quot;text&quot;</span>, <span class="at">variable.value.type =</span> <span class="st">&quot;text&quot;</span>)</span>
-<span id="cb31-2"><a href="#cb31-2" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(pxdf)</span></code></pre></div>
+<div class="sourceCode" id="cb31"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb31-1"><a href="#cb31-1" tabindex="-1"></a>pxdf <span class="ot">&lt;-</span> <span class="fu">as.data.frame</span>(pxd, <span class="at">column.name.type =</span> <span class="st">&quot;text&quot;</span>, <span class="at">variable.value.type =</span> <span class="st">&quot;text&quot;</span>)</span>
+<span id="cb31-2"><a href="#cb31-2" tabindex="-1"></a><span class="fu">head</span>(pxdf)</span></code></pre></div>
 <pre><code>##   marital status   sex year Population
 ## 1         single   men 2015    2762601
 ## 2         single   men 2016    2820248
@@ -827,8 +853,8 @@ <h3>Downloading data</h3>
 ## 4         single women 2015    2394842
 ## 5         single women 2016    2437315
 ## 6         single women 2017    2477012</code></pre>
-<div class="sourceCode" id="cb33"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb33-1"><a href="#cb33-1" aria-hidden="true" tabindex="-1"></a>pxdf <span class="ot">&lt;-</span> <span class="fu">as.data.frame</span>(pxd, <span class="at">column.name.type =</span> <span class="st">&quot;code&quot;</span>, <span class="at">variable.value.type =</span> <span class="st">&quot;code&quot;</span>)</span>
-<span id="cb33-2"><a href="#cb33-2" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(pxdf)</span></code></pre></div>
+<div class="sourceCode" id="cb33"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb33-1"><a href="#cb33-1" tabindex="-1"></a>pxdf <span class="ot">&lt;-</span> <span class="fu">as.data.frame</span>(pxd, <span class="at">column.name.type =</span> <span class="st">&quot;code&quot;</span>, <span class="at">variable.value.type =</span> <span class="st">&quot;code&quot;</span>)</span>
+<span id="cb33-2"><a href="#cb33-2" tabindex="-1"></a><span class="fu">head</span>(pxdf)</span></code></pre></div>
 <pre><code>##   Civilstand Kon  Tid BE0101N1
 ## 1         OG   1 2015  2762601
 ## 2         OG   1 2016  2820248
@@ -838,9 +864,9 @@ <h3>Downloading data</h3>
 ## 6         OG   2 2017  2477012</code></pre>
 <p>Similarly, we can access the raw data as a character matrix with
 <code>as.matrix</code>.</p>
-<div class="sourceCode" id="cb35"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb35-1"><a href="#cb35-1" aria-hidden="true" tabindex="-1"></a>pxmat <span class="ot">&lt;-</span> <span class="fu">as.matrix</span>(pxd, <span class="at">column.name.type =</span> <span class="st">&quot;code&quot;</span>, <span class="at">variable.value.type =</span> <span class="st">&quot;code&quot;</span>)</span>
-<span id="cb35-2"><a href="#cb35-2" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(pxmat)</span></code></pre></div>
-<pre><code>##      Civilstand Kon Tid    BE0101N1
+<div class="sourceCode" id="cb35"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb35-1"><a href="#cb35-1" tabindex="-1"></a>pxmat <span class="ot">&lt;-</span> <span class="fu">as.matrix</span>(pxd, <span class="at">column.name.type =</span> <span class="st">&quot;code&quot;</span>, <span class="at">variable.value.type =</span> <span class="st">&quot;code&quot;</span>)</span>
+<span id="cb35-2"><a href="#cb35-2" tabindex="-1"></a><span class="fu">head</span>(pxmat)</span></code></pre></div>
+<pre><code>##      Civilstand Kon Tid    BE0101N1 
 ## [1,] &quot;OG&quot;       &quot;1&quot; &quot;2015&quot; &quot;2762601&quot;
 ## [2,] &quot;OG&quot;       &quot;1&quot; &quot;2016&quot; &quot;2820248&quot;
 ## [3,] &quot;OG&quot;       &quot;1&quot; &quot;2017&quot; &quot;2870477&quot;
@@ -853,13 +879,13 @@ <h3>Access data footnotes/comments</h3>
 <p>In addition to the data, the PXWEB DATA object may also contain
 comments for the data. This can be accessed using
 <code>pxweb_data_comments()</code> function.</p>
-<div class="sourceCode" id="cb37"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb37-1"><a href="#cb37-1" aria-hidden="true" tabindex="-1"></a>pxdc <span class="ot">&lt;-</span> <span class="fu">pxweb_data_comments</span>(pxd)</span>
-<span id="cb37-2"><a href="#cb37-2" aria-hidden="true" tabindex="-1"></a>pxdc</span></code></pre></div>
+<div class="sourceCode" id="cb37"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb37-1"><a href="#cb37-1" tabindex="-1"></a>pxdc <span class="ot">&lt;-</span> <span class="fu">pxweb_data_comments</span>(pxd)</span>
+<span id="cb37-2"><a href="#cb37-2" tabindex="-1"></a>pxdc</span></code></pre></div>
 <pre><code>## NO PXWEB DATA COMMENTS</code></pre>
 <p>In this case, we did not have any comments. If we have comments, we
 can turn the comments into a <code>data. frame</code> with one comment
 per row.</p>
-<div class="sourceCode" id="cb39"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb39-1"><a href="#cb39-1" aria-hidden="true" tabindex="-1"></a><span class="fu">as.data.frame</span>(pxdc)</span></code></pre></div>
+<div class="sourceCode" id="cb39"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb39-1"><a href="#cb39-1" tabindex="-1"></a><span class="fu">as.data.frame</span>(pxdc)</span></code></pre></div>
 </div>
 </div>
 <div id="citation" class="section level2">
@@ -867,36 +893,31 @@ <h2>Citation</h2>
 <p>Finally, if we use the data, we can easily create a citation for a
 <code>pxweb_data</code> object using the <code>pxweb_cite()</code>
 function. For full reproducibility, please also cite the package.</p>
-<div class="sourceCode" id="cb40"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb40-1"><a href="#cb40-1" aria-hidden="true" tabindex="-1"></a><span class="fu">pxweb_cite</span>(pxd)</span></code></pre></div>
-<pre><code>##
-## Statistics Sweden (2022). &quot;Population by region, marital status, age,
-## sex, observations and year.&quot; [Data accessed 2022-10-31 10:01:52 using
-## pxweb R package 0.16.2],
+<div class="sourceCode" id="cb40"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb40-1"><a href="#cb40-1" tabindex="-1"></a><span class="fu">pxweb_cite</span>(pxd)</span></code></pre></div>
+<pre><code>## Statistics Sweden (2024). “Population by region, marital status, age,
+## sex, observations and year.” [Data accessed 2024-01-27 16:19:42.712139
+## using pxweb R package 0.16.3],
 ## &lt;https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy&gt;.
-##
+## 
 ## A BibTeX entry for LaTeX users is
-##
+## 
 ##   @Misc{,
 ##     title = {Population by region, marital status, age, sex, observations and year},
 ##     author = {{Statistics Sweden}},
 ##     organization = {Statistics Sweden},
 ##     address = {Stockholm, Sweden},
-##     year = {2022},
+##     year = {2024},
 ##     url = {https://api.scb.se/OV0104/v1/doris/en/ssd/BE/BE0101/BE0101A/BefolkningNy},
-##     note = {[Data accessed 2022-10-31 10:01:52 using pxweb R package 0.16.2]},
+##     note = {[Data accessed 2024-01-27 16:19:42.712139 using pxweb R package 0.16.3]},
 ##   }
-##
-##
-##
-##
 ## Kindly cite the pxweb R package as follows:
-##
+## 
 ##   Mans Magnusson, Markus Kainu, Janne Huovari, and Leo Lahti
 ##   (rOpenGov).  pxweb: R tools for PXWEB API.  URL:
 ##   http://github.com/ropengov/pxweb
-##
+## 
 ## A BibTeX entry for LaTeX users is
-##
+## 
 ##   @Misc{,
 ##     title = {pxweb: R tools for PX-WEB API},
 ##     author = {Mans Magnusson and Markus Kainu and Janne Huovari and Leo Lahti},
@@ -917,39 +938,34 @@ <h2>Licensing</h2>
 <div id="session-info" class="section level2">
 <h2>Session info</h2>
 <p>We created this vignette with</p>
-<div class="sourceCode" id="cb42"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb42-1"><a href="#cb42-1" aria-hidden="true" tabindex="-1"></a><span class="fu">sessionInfo</span>()</span></code></pre></div>
-<pre><code>## R version 4.2.1 (2022-06-23)
-## Platform: x86_64-apple-darwin17.0 (64-bit)
-## Running under: macOS Big Sur ... 10.16
-##
+<div class="sourceCode" id="cb42"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb42-1"><a href="#cb42-1" tabindex="-1"></a><span class="fu">sessionInfo</span>()</span></code></pre></div>
+<pre><code>## R version 4.3.1 (2023-06-16)
+## Platform: aarch64-apple-darwin20 (64-bit)
+## Running under: macOS Sonoma 14.3
+## 
 ## Matrix products: default
-## BLAS:   /Library/Frameworks/R.framework/Versions/4.2/Resources/lib/libRblas.0.dylib
-## LAPACK: /Library/Frameworks/R.framework/Versions/4.2/Resources/lib/libRlapack.dylib
-##
+## BLAS:   /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libBLAS.dylib 
+## LAPACK: /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/lib/libRlapack.dylib;  LAPACK version 3.11.0
+## 
 ## locale:
-## [1] C/sv_SE.UTF-8/sv_SE.UTF-8/C/sv_SE.UTF-8/sv_SE.UTF-8
-##
+## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
+## 
+## time zone: Europe/Stockholm
+## tzcode source: internal
+## 
 ## attached base packages:
-## [1] stats     graphics  grDevices utils     datasets  methods   base
-##
+## [1] stats     graphics  grDevices utils     datasets  methods   base     
+## 
 ## other attached packages:
-## [1] pxweb_0.16.2
-##
+## [1] rmarkdown_2.24  knitr_1.43      pxweb_0.16.3    testthat_3.1.10
+## 
 ## loaded via a namespace (and not attached):
-##  [1] jquerylib_0.1.4   bslib_0.3.1       pillar_1.7.0      compiler_4.2.1
-##  [5] prettyunits_1.1.1 remotes_2.4.2     tools_4.2.1       digest_0.6.29
-##  [9] pkgbuild_1.3.1    pkgload_1.3.0     evaluate_0.15     jsonlite_1.8.0
-## [13] memoise_2.0.1     lifecycle_1.0.1   tibble_3.1.7      checkmate_2.1.0
-## [17] pkgconfig_2.0.3   rlang_1.0.3       cli_3.3.0         rstudioapi_0.13
-## [21] curl_4.3.2        yaml_2.3.5        xfun_0.31         fastmap_1.1.0
-## [25] httr_1.4.3        withr_2.5.0       stringr_1.4.0     roxygen2_7.2.0
-## [29] knitr_1.39        xml2_1.3.3        sass_0.4.1        desc_1.4.1
-## [33] fs_1.5.2          vctrs_0.4.1       devtools_2.4.3    rprojroot_2.0.3
-## [37] glue_1.6.2        R6_2.5.1          processx_3.6.1    fansi_1.0.3
-## [41] rmarkdown_2.14    sessioninfo_1.2.2 callr_3.7.0       purrr_0.3.4
-## [45] magrittr_2.0.3    htmltools_0.5.2   backports_1.4.1   ps_1.7.1
-## [49] ellipsis_0.3.2    usethis_2.1.6     utf8_1.2.2        stringi_1.7.6
-## [53] cachem_1.0.6      crayon_1.5.1</code></pre>
+##  [1] digest_0.6.33     backports_1.4.1   R6_2.5.1          fastmap_1.1.1    
+##  [5] xfun_0.40         magrittr_2.0.3    cachem_1.0.8      htmltools_0.5.6  
+##  [9] cli_3.6.1         sass_0.4.7        jquerylib_0.1.4   compiler_4.3.1   
+## [13] httr_1.4.7        rstudioapi_0.15.0 tools_4.3.1       curl_5.1.0       
+## [17] brio_1.1.3        checkmate_2.2.0   bslib_0.5.1       mime_0.12        
+## [21] evaluate_0.21     yaml_2.3.7        rlang_1.1.2       jsonlite_1.8.7</code></pre>
 </div>
 
 
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