Compare two groups? Find what drives an outcome? Spot a trend? The question decides the statistics — get this wrong and everything downstream is wrong too.
That is the actual report this analysis produces — not a mock-up. Every analysis on this page delivers the same shape of output on your own data.
Every analysis classified under this question.
When did my metric shift?
Library tool, v2: churn from one row per customer with still-active customers right-censored, a Kaplan-Meier lifetime curve and table,
Library tool, v2: cohort retention from an activity log, cohorts by first activity with unreached periods left blank and an incomplete
Library tool, v2: an Individuals and moving-range control chart for a sequence of measurements. The centre line is the process mean and
Standard-library analysis: forecast any metric from its own history. Maps a date column and a numeric column, infers the data's frequen
Is there a seasonal pattern, and how big is it?
Library tool, v2: time-to-event with right censoring. Kaplan-Meier curves with log-log 95% bands, the life table at round checkpoints,
Is there a real monotonic trend or just noise? Mann-Kendall test with Sen slope estimate.
Where did actuals diverge from budget?
How risky is this series? Rolling volatility, drawdowns, and simple historical VaR.
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