Kmeans clustering of multidimensional data

Hi'

I am a really beginner Matlab user. I have a big database in Excel (3177x46, first column is settlements' names, and the first row is the variable's names) , in which the rows are different settlement's name and the columns are variables for them . I would like to perform kmeans clustering, I would like to create 10 clusters of the settlements, and I would like to identify which settlement is in which cluster!

Hope someone can help me !

Answer 1

[Durganshu]

Let's assume that your data is in DATA matrix and you have imported all the row and columns in a local variable "data". Try this:

[idx, centroid] = kmeans(data, 10);

You can read more in the following documentation:

https://in.mathworks.com/help/stats/kmeans.html

Hope that helps!

[Gábor Dupák]

Thank you, you helped a lot! :)