Aha-moment Finder input template
A blank CSV containing only the columns this tool reads. Keep these headers for automatic matching where supported; tools with role selection ask you to choose the outcome and features. Data is processed in your browser and never sent to a server.
Aha-moment Finder template
5 columns · 2 required roles
Template columns
| Column | Meaning | Type | Required |
|---|---|---|---|
user_id | User identifier (optional) | text | Optional |
target | Binary outcome (0/1) | number | Required |
invite_d1 | Day 1 invitations (example feature) | number | One of: invite_d1 / invite_d7 / share_d7 |
invite_d7 | Day 7 invitations (example feature) | number | One of: invite_d1 / invite_d7 / share_d7 |
share_d7 | Day 7 shares (example feature) | number | One of: invite_d1 / invite_d7 / share_d7 |
Choose a numeric outcome and at least one numeric feature after uploading. Feature names here are examples; your own columns can fill these roles. Aha outcomes must be 0/1. Missing values, sample size and variation are checked separately before estimation.
Filling it in
- Use
YYYY-MM-DDfor every date. Mixed formats break period comparisons. - Numeric columns may use thousands separators and common currency wrappers such as
₩,$,KRW,USD, or원. Arbitrary text is rejected, so plain numbers remain the safest format. - Missing or invalid required values may exclude a row or stop the analysis, depending on the tool. Check its row and column diagnostics. Zero and blank are treated differently.
- Extra columns are fine—anything this tool does not use is ignored.