Data analysis prompts

Help me with an A/B test. I am at stage: [DESIGN / READOUT].

**If DESIGN, give me these:**

What I want to change and why I think it will work: [THE CHANGE + THE MECHANISM]
Primary metric: [THE ONE METRIC THAT DECIDES THIS]
Guardrail metrics that must not get worse: [e.g. refunds, support tickets, load time]
Traffic or users available pe

A/B Test Design and Readout

Design an experiment with a decision rule fixed in advance, then read the result honestly, including when the answer is inconclusive.

Businessadvanced
Cohort data:
"""
[PASTE THE COHORT TABLE: ROWS AS SIGNUP COHORTS BY MONTH OR WEEK, COLUMNS AS PERIODS SINCE SIGNUP, VALUES AS RETAINED USERS OR REVENUE. INCLUDE COHORT SIZES.]
"""

Analyze the cohort data above.

Business and what a retained user does: [THE PRODUCT + THE ACTION THAT COUNTS AS RETAINED]
What changed and when: [PRICING, ONB

Cohort Retention Analysis

Read a cohort table properly: where retention flattens, which cohorts differ and why, and what the curve says about the business.

Businessadvanced
Data:
"""
[PASTE CSV, TABLE, OR EXPORTED NUMBERS]
"""

Analyze the data above. The question I'm trying to answer: [YOUR QUESTION]
Context on where this data comes from: [SOURCE, TIME PERIOD, KNOWN QUIRKS: e.g. "Stripe export, Q2, refunds excluded"]

Work in this order:
1. **Describe before analyzing**: what the columns are, row count, tim

Analyze Pasted Data

Get findings from a pasted table or CSV with magnitudes, caveats, and a clear line between what the data shows and what it can't answer.

Businessintermediate
Write a formula for [Excel / Google Sheets: pick one; the function sets differ].

What I want to calculate: [PLAIN ENGLISH, e.g. "sum column C where column A says 'West' and the date in column B falls in the current month"]
My layout: [WHERE THINGS LIVE, e.g. "headers in row 1, data in A2:F500, dates in column B"]
My version, if I know it

Excel or Sheets Formula From Plain English

Describe a calculation in plain words and get a working formula, a line-by-line explanation, and the edge cases that will silently break it.

Businessbeginner

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