◐ Trend Analysis
Trend Analysis is a Discovery-phase founder capability in the SKILLOS registry (category: new). Cross-references: 4 frameworks, 4 key metrics, 4 templates, 2 case studies, 3 mastery signals. Substrate applicability: 197 countries × 60 verticals × 99 SKILLOS sectors.
🔧 Frameworks
- Moving Average Analysis
- Seasonality Detection
- Regression Analysis
- Leading vs Lagging Indicators
📊 Key Metrics
- Trend strength coefficient (R²)
- Statistical significance (p<0.05)
- Noise-to-signal ratio
- Trend persistence duration
📋 Templates
- Trend identification worksheet
- Signal vs noise evaluation
- Indicator dashboard template
- Trend validation checklist
💡 Case Studies
Google's analysis of search trend data successfully predicted flu outbreaks 1–2 weeks before CDC reports during 2008–2013 — demonstrating how digital signals can lead traditional indicators
Zillow's Zestimate algorithm analyzes millions of statistical and ML models across regional housing trends — but still faced $881M losses in 2021 when macro trends shifted faster than models adapted
Distinguish between noise, seasonality, and genuine trends. A trend isn't real until it survives at least 3 complete cycles and passes statistical significance tests.
🎯 You've mastered this when…
- Trends identified 2+ quarters before mainstream recognition
- False positive rate declining over time
- Trend insights driving strategic pivots
Related skills in the Discovery phase
Frequently asked about Trend Analysis
What phase of the founder journey does Trend Analysis belong to?
It is a Discovery-phase skill in the SKILLOS registry. The seven phases are Foundation, Discovery, Capital, Build, Growth, Revenue, and Scale.
What are the most useful frameworks for Trend Analysis?
The four canonical frameworks are: Moving Average Analysis; Seasonality Detection; Regression Analysis; Leading vs Lagging Indicators.
How do I know when I have mastered Trend Analysis?
Mastery signals include: Trends identified 2+ quarters before mainstream recognition; False positive rate declining over time; Trend insights driving strategic pivots.
Which sectors does this skill apply to?
All 99 SKILLOS sectors — from AI & Machine Learning to Emerging Consumer Technology. The skill applies across every vertical in AJG's substrate of 197 countries and 60 commerce verticals.