Funnel Analyzer

Analyze conversion funnels to identify drop-off points and optimization opportunities.

What Claude Does vs What You Decide

Claude Does You Decide

Structures analysis frameworks Metric definitions

Identifies patterns in data Business interpretation

Creates visualization templates Dashboard design

Suggests optimization areas Action priorities

Calculates statistical measures Decision thresholds

Dependencies

pip install pandas click

Commands

python scripts/main.py analyze data.csv --stages "visit,signup,trial,paid" python scripts/main.py dropoff funnel.csv python scripts/main.py visualize funnel.csv --output funnel-chart.html

Skill Boundaries

What This Skill Does Well

• Structuring data analysis

• Identifying patterns and trends

• Creating visualization frameworks

• Calculating statistical measures

What This Skill Cannot Do

• Access your actual data

• Replace statistical expertise

• Make business decisions

• Guarantee prediction accuracy

Skill Metadata

• Mode: centaur

category: analytics dependencies: [pandas] difficulty: intermediate