How do I aggregate data from the morgan logging library?

I have been using the Morgan logger on my node.js API to get some insights into how routes are performing with sample output such as:

2016-05-17T22:47:59.232Z - performance: GET /login 200 14.767 ms - 1157

I'm looking for a way to aggregate this type of data over a time period - but I'm at a loss as to how to do so. I had signed up for loggly as we had something similar set up in it at a previous company (splunk) - but for the life of me I can't see how I could achieve the output I want with that tool.

What can I do to capture, clean and then perform calculations on this type of data in a near real-time fashion?

The type of questions I'm looking to answer are:

• How do routes on an overall average perform month over month?
• What are my slowest routes over the last hour/day/week?
• What is the min/max/average of each route that gets accessed?
• How many requests do I get during a specific hour of the day?

Any help is appreciated, this is new territory for me and google isn't coming up with much.

The answer is to use an APM suite such as NewRelic or AppDynamics.