How to loop over aggregated search?

I have the following query:

  query = {
        "aggs" : {
            "by_minute" : {
                "date_histogram" : {
                    "field" : "@timestamp",
                    "interval" : "minute"
                },
                "aggs":{
                    "max": { "max": { "field": "duration" } },
                    "min": { "min": { "field": "duration" } },
                    "avg": { "avg": { "field": "duration" } },
                }
            }
        },
        "query" : {
            "bool" : {
                "filter": [
                    { "query_string" : { "query" : "audit_type:REQ AND req_backend_name:service" } },
                    { "range" : { "@timestamp" : { "gte" : "now-24h", "lt" :  "now" } } },
                ]
            }
        }
    } 

What is does now is that it fetches data from last 24 hours and then groups them by minute. What I need, however, is this type of data for every 24 hours for the last year separately.

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