Nuance/Q reads articles, and summarizes the meaning of the lead paragraph in semantic vector space.
For politicians and brands, it shows the predominant emotion over time.
USAGE: nuance.py [cmd]
source .env # aws, bing, freebase, nyt keys
nuance.py query /business/brand logo >/mnt/data/20140701_business_brand.json
nuance.py query /celebrities/celebrity portait >/mnt/data/20140701_celebrities_celebrity.json
nuance.py query /government/politician portait >/mnt/data/20140701_government_politician.json
nuance.py crawl </mnt/data/20140701_business_brand.json >/mnt/data/20140701_business_brand_nyt.json
nuance.py crawl </mnt/data/20140701_celebrities_celebrity.json >/mnt/data/20140701_celebrities_celebrity_nyt.json
nuance.py crawl </mnt/data/20140701_government_politician.json >/mnt/data/20140701_government_politician_nyt.json
hadoop fs -cp /mnt/data/20140701_government_politician_nyt.json /
spark-submit ./nuanceq.py ingest celebrities_celebrity.json.gz hdfs:///celebrities_celebrity_vectors_50d
spark-submit ./nuanceq.py backend
nuance.py api # api.nuanceq.com
nuance.py front # nuanceq.com
© 2014 Dirk Neumann