How to monitor the number of pod-replicas in a Kubernetes cluster over time?

I have added several Horizontal Pod Autoscalers (HPAs) to a Kubernetes cluster. I want to monitor the number of replicas of each pod over time.

Does Monitoring API have an option to monitor? Or else, are there any other ways to perform it?