diff --git a/codemeta.json b/codemeta.json
index 2e89b87c..bc421327 100644
--- a/codemeta.json
+++ b/codemeta.json
@@ -14,7 +14,7 @@
     "name": "R",
     "url": "https://r-project.org"
   },
-  "runtimePlatform": "R version 4.4.1 (2024-06-14 ucrt)",
+  "runtimePlatform": "R version 4.4.2 (2024-10-31 ucrt)",
   "provider": {
     "@id": "https://cran.r-project.org",
     "@type": "Organization",
@@ -240,7 +240,7 @@
   "applicationCategory": "cartography",
   "isPartOf": "http://ropengov.org/",
   "keywords": ["ropengov", "r", "spatial", "api-wrapper", "rstats", "r-package", "eurostat", "gisco", "thematic-maps", "eurostat-data", "cran", "ggplot2", "gis"],
-  "fileSize": "1243.354KB",
+  "fileSize": "1243.297KB",
   "citation": [
     {
       "@type": "SoftwareSourceCode",
diff --git a/data/gisco_coastallines.rda b/data/gisco_coastallines.rda
index e9f04458..6fc4697d 100644
Binary files a/data/gisco_coastallines.rda and b/data/gisco_coastallines.rda differ
diff --git a/data/gisco_countries.rda b/data/gisco_countries.rda
index be7d4eb5..ef80ee8c 100644
Binary files a/data/gisco_countries.rda and b/data/gisco_countries.rda differ
diff --git a/data/gisco_countrycode.rda b/data/gisco_countrycode.rda
index 7934a2ef..0339a368 100644
Binary files a/data/gisco_countrycode.rda and b/data/gisco_countrycode.rda differ
diff --git a/data/gisco_db.rda b/data/gisco_db.rda
index 5f954174..97df59a9 100644
Binary files a/data/gisco_db.rda and b/data/gisco_db.rda differ
diff --git a/data/gisco_nuts.rda b/data/gisco_nuts.rda
index 81f4ea92..f08aeb4c 100644
Binary files a/data/gisco_nuts.rda and b/data/gisco_nuts.rda differ
diff --git a/img/README-example-2.png b/img/README-example-2.png
index a2711f7a..f7e69372 100644
Binary files a/img/README-example-2.png and b/img/README-example-2.png differ
diff --git a/inst/schemaorg.json b/inst/schemaorg.json
index 69facc0d..b0b54b2b 100644
--- a/inst/schemaorg.json
+++ b/inst/schemaorg.json
@@ -40,7 +40,7 @@
         "name": "Comprehensive R Archive Network (CRAN)",
         "url": "https://cran.r-project.org"
       },
-      "runtimePlatform": "R version 4.4.1 (2024-06-14 ucrt)",
+      "runtimePlatform": "R version 4.4.2 (2024-10-31 ucrt)",
       "version": "0.6.0"
     },
     {
diff --git a/vignettes/giscoR-1.png b/vignettes/giscoR-1.png
index aeffc68d..50d3657d 100644
Binary files a/vignettes/giscoR-1.png and b/vignettes/giscoR-1.png differ
diff --git a/vignettes/giscoR.Rmd b/vignettes/giscoR.Rmd
index bf87ce65..f413ee3f 100644
--- a/vignettes/giscoR.Rmd
+++ b/vignettes/giscoR.Rmd
@@ -190,18 +190,13 @@ nuts2_sf <- nuts2 %>%
     values_th = values / 1000,
     categ = cut(values_th, c(0, 15, 30, 60, 90, 120, Inf))
   )
-#> Error in UseMethod("left_join"): no applicable method for 'left_join' applied to an object of class "NULL"
 
 
 # Adjust the labels
 labs <- levels(nuts2_sf$categ)
-#> Error: object 'nuts2_sf' not found
 labs[1] <- "< 15"
-#> Error in labs[1] <- "< 15": object of type 'closure' is not subsettable
 labs[6] <- "> 120"
-#> Error in labs[6] <- "> 120": object of type 'closure' is not subsettable
 levels(nuts2_sf$categ) <- labs
-#> Error: object 'nuts2_sf' not found
 
 
 # Finally the plot
@@ -254,5 +249,9 @@ ggplot(nuts2_sf) +
       "Source: Eurostat\n ", gisco_attributions()
     )
   )
-#> Error: object 'nuts2_sf' not found
 ```
+
+<div class="figure">
+<img src="./giscoR-1.png" alt="Disposable income of private households by NUTS 2 regions (2021)" width="100%" />
+<p class="caption">Disposable income of private households by NUTS 2 regions (2021)</p>
+</div>