If you used Elastic Search before you know already that it doesn’t have any kind of data visualization. Basically, you interact with it by sending commands to HTTP endpoints. Data is grouped into indexes where each field is stored as a certain data type (integer, boolean, date etc.).

This post explains how to create a scatter map with Kibana:

Full article here