Sentiment analysis

Read the words.
Understand the feeling.

Explore opinion in open-ended responses without losing the context behind the words.

ExperienceClarityWhat sits
behind the words?SupportConfidence

Illustrative approach

Source → Theme → Meaning

Context before labels

Organise written feedback, identify recurring themes and examine the tone. Check ambiguous or sensitive responses with human judgement.