# Layout review — Find Unusual Values

visibility Static layout preview of Find Unusual Values — a Coming Soon tool. The page is a stub/teaser: an "under development" notice, a list of planned features, and disabled placeholder controls (only the file uploader is live). All pages →

# Find Unusual Values

Spot values that look wrong — way too high, too low, or breaking your rules.

info This tool is under development.

Features:

- Z-score detection (configurable threshold)
- IQR (interquartile range) detection
- MAD (median absolute deviation) detection
- Domain-rule violations (e.g., age < 0, price > $1M)
- Visual outlier highlighting in data preview
- Handling: flag only, remove, cap/winsorize to bounds

Import CSV or Excel file
upload_file Drag and drop file here CSV, TSV, XLSX, XLS · Import a file to preview. Processing is not yet available.

### Detection Method

Method
Z-Score
Z-Score threshold
3.0
IQR multiplier
1.5

### Handling

Action
Flag only (add column)