Sentiment Analysis

Monitor patient sentiment trends and clinical note tone across departments

All Departments

Sentiment Distribution Over Time

Daily Weekly Monthly

100% 75% 50% 25% 0%

Jul Aug Sep Oct Nov Dec

Positive

Neutral

Negative

Department Breakdown

Cardiology 88%

Emergency 82%

Pediatrics 91%

Surgery 78%

Flagged Notes

Discharge Note — James Otieno Negative sentiment detected: patient dissatisfaction with care delay Emergency · 30 min ago

High

Progress Note — Amina Hassan Mixed sentiment: concern about medication side effects noted Cardiology · 2 hr ago

Medium

SOAP Note — David Njoroge Negative sentiment: patient reports frustration with follow-up scheduling Surgery · 4 hr ago

High