Plot of the clusters are different from the dendrogram clusters and change at every run SOLVED

I want to plot the clusters of dengrogram like so

but on the image the clusters don't fit the actual cluster showed in the table based on the clusters of the dendrogram.
In the table, cluster 8 consists of one city and on the image there are multiple for instance.

Bissen 6
Biwer 6
Boulaide 7
Cents-Clausen 7
Cessange 8
Eich-Weimerskirch-Pfaffenthal 9
Esch-Brill 10

Besides the order of the clusters on the image sometimes change when I run it, How can i fix this?

Here is the an extract of the script:

unstacked_occup <- spread(agregated_data_occup,NAME,rolling_avg)
unstacked_occup[] = 0
unstacked_occup <- subset( unstacked_occup, select = -WEEKEND )
unstacked_occup <- subset( unstacked_occup, select = -Date )

#plot the clusters
cluster_occup <- dtwclust::tsclust(unstacked_occup, type = "h", k = 12L, distance = "dtw")
plot(cluster_occup, type="sc")

hclus_occup <- stats::cutree(cluster_occup, k = 2) %>% %>%
dplyr::rename(.,cluster_group = .) %>%
hcdata_occup <- ggdendro::dendro_data(cluster_occup)
names_order_occup <- hcdata_occup$labels$label
plot_occup <- hcdata_occup %>%
ggdendro::ggdendrogram(., rotate=FALSE, leaf_labels=FALSE)
grid.arrange(gplot_occup, ncol=2, widths=c(4,0.001))

#merge clusters into table occupied
occup_cluster <- cutree(cluster_occup, k=12L)
cluster_table_occup<-merge(agregated_data_occup[1:4],occup_cluster,by.x = "NAME", by.y = "row.names")
colnames(cluster_table_occup)<-c("NAME","Date", "WEEKEND","rolling_avg","Cluster")
write_xlsx (cluster_table_occup, "ALT Regions with clusters (12) - rollingavg .xlsx")

This topic was automatically closed 21 days after the last reply. New replies are no longer allowed.

If you have a query related to it or one of the replies, start a new topic and refer back with a link.