Kibana for reports

I have been looking into using Kibana for reports. I need to be able to aggregate our data and then subtract from those aggregations and get. I see that scripted fields will only work for each individual document and as such won't be helpful. Is there anyway that I can achieve this using Kibana? what would you recommend for creating reports from Elasticsearch? I was thinking just using python + matplotlib + latex to create pdf reports.

You might be able to use Timelion to accomplish this (depending on what you need to do).

Kibana has a reporting feature built-in, which can generate CSV and PDF reports based on visualizations and dashboards

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