Master Your Product Analysis: 5 Advanced Techniques to Boost Growth
The techniques discussed include: correlation analysis, journey analysis, attribution analysis, year-over-year, month-over-month, and week-over-week growth analysis and cohort analysis
This thread discusses five advanced techniques for analyzing product metrics. The techniques discussed include: correlation analysis, which helps identify features that do not contribute positively to a product; journey analysis, which helps identify steps where users drop off and allows for optimization to improve conversion; attribution analysis, which helps identify the factors that led to success or failure; year-over-year, month-over-month, and week-over-week growth analysis, which allows for comparison of growth rates over time; and cohort analysis, which involves tracking metrics at the cohort level (e.g. users joining in the same month, users from the same segments, users with similar demographics) rather than averaging out all users under one metric.
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