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People Ops, Reimagined
Employee Insights from Surveys
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Employee Insights from Surveys
People Ops, Reimagined · Lesson 4 of 10
Employee Insights from Surveys
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Mastery Course
Employee Insights from Surveys
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Theme extraction, sentiment beyond positive/negative, and risk signals
4 modules
·
~10 min
Continue
MODULE 1
From Survey Data to Insights
How AI compresses 6-hour survey reads into 5-minute theme extractions
· ~3 min
→
MODULE 2
Theme Extraction and Clustering
Semantic grouping, theme hierarchies, and handling contradictory feedback
· ~3 min
MODULE 3
Sentiment Analysis Beyond Positive/Negative
Detecting sentiment intensity and specific emotions beyond positive/negative
· ~3 min
MODULE 4
Risk Signals and Predictive Patterns
Early warning signals for turnover and trend analysis across quarters
· ~3 min
