1.Mapping Retention Blockers with Sentiment Analysis
People Analytics Team · 2026
A people analytics team utilized a bubble chart to analyze open-text responses from an employee survey questionnaire, distinguishing common complaints from actual drivers of severe dissatisfaction. The theme map plots frequency of mention against rating drag, revealing that while work-life balance is mentioned in sixteen percent of responses, it causes a minimal rating drag of just zero point one. Conversely, leadership and management themes appear in nearly thirty percent of negative comments with a high rating drag of zero point nine five, prompting HR leadership to pivot retention investments toward these critical areas rather than loud but low-impact grievances.
What it shows:
Visualizing qualitative feedback against rating drag helps HR prioritize the issues that actually destroy employee satisfaction.




