Content Element Analysis 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.
Content Element Analysis template
5 columns · 2 required roles
Template columns
| Column | Meaning | Type | Required |
|---|---|---|---|
content_id | Content identifier (optional) | text | Optional |
outcome | Numeric outcome | number | Required |
has_hook | Hook present 0/1 (example feature) | number | One of: has_hook / text_overlay / video_length |
text_overlay | Text overlay 0/1 (example feature) | number | One of: has_hook / text_overlay / video_length |
video_length | Video length (example feature) | number | One of: has_hook / text_overlay / video_length |
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.