Text Mining

Impactful text analytics for smarter businesses

RATINGS ARE OVERRATED

‘Service is great, but the desserts are bad’’. Overall rating 4.5/5.

Many times we have gone into a restaurant alone or in a group, came out happy and still rated it a 3 or a…

Automated medical coding using NLP

In US healthcare industry, insurance providers and doctors play an important role — both in ensuring word class care and timely reimbursements for patients. Also, quick processing of the medical records are important for the patients, more so because the healthcare…

Web scraping + text analytics for competitive intelligence

In these series of case studies, I will showcase in brief the business problems I have worked on along with my team at Juxt Smart Mandate. These problems are mostly in the domain of natural language processing, information…

Can Context Extraction replace Sentiment Analysis?

Sentiment analysis is hard. Most of the systems on the market will clock anywhere around 55–65% for unseen data, even though they might be 85%+ accurate in their cross-validations.

Context Retrieval — Why Sentiment Analysis is old

India witnessed the grand power of democracy in the recently concluded general elections. While it was an emphatic victory for the voters, delivering a decisive mandate for the incoming government, it was also a key piece of event for the…