This is neat. Are you doing your own crawling / indexing or is this data pulled in from somewhere else?
Custom python crawler staging data in S3, extractors pick it up from there enriching it using DeepMoji & Fasttext pretrained models for sentiment along with some custom trained SVMs to measure influence, data gets staged in Mongo, then sent to Elastic.
Any particular reason you didn't opt for scrapy...