python – Web crawler or script to retrieve data from Elasticsearch and Kibana

I have a lot of data to manually search, I have to put specific time, filters etc. and I am loosing lots of time to do manually. Elasticsearch and Kibana are integrated into each other. I would like to gather the information from different UIs, these UIs, are web app which I have to log in an url because the cloud is secured so it automatically logs me out in one hour in which I need to login again.

Is it possible and how to gather all information in shorter time with crawler or python script?