Here is a project that takes data about heat consumptions from different locations in Nur-Sultan, does preprocessing and scraps for additional data, then does clustering using aglomerative clustering, correlation distance as a metric, and provides interactive visualization on the map of Nur-Sultan.
Read more in the presentation pptx file.