Text Analytics

Extract themes and sentiment from open-text HR data at scale.

• What topics dominate exit interview comments?
• What candidate concerns appear in feedback surveys?

• Clean employee event history
• Consistent definitions
• Adequate sample size

Apply topic modeling, classification, and sentiment analysis to text corpora.

Summarize exit interview themes by manager and function quarterly.

Qualitative feedback becomes measurable trend input for action plans.

Privacy and anonymization requirements; sarcasm and context errors.