BD Market LensDEMO DATA

BUFFETT-DALIO COMPOSITE

See how market risk
changed between two dates.

A disciplined, side-by-side view of valuation, fundamentals, leverage, sentiment and speculative behavior.

COMPOSITE CHANGE

Demo estimates recalculate for any selected date. Replace interpolation with point-in-time market data for live use.

OVERALL COMPOSITE

0-39 Healthy · 40-59 Normal · 60-69 Elevated · 70-79 High · 80-100 Extreme
/100
/100

SIX-PART MODEL

Risk at a glance

Each dial uses the user-selected reference date. Its exact date appears on every dial; changes equal reference date minus comparison date.

0-39 Healthy40-59 Normal60-69 Elevated70-79 High80-100 Extreme

FULL METRIC CATALOG

Compare every metric to normal

Normal means the methodology's healthy range, with its reference or historical median shown below it.

METRICNORMAL / REFERENCECHANGE

METHODOLOGY NOTES

A comparison tool,
not a timing signal.

01

Percentile normalization

Raw inputs are compared with a fixed historical sample. Lower-is-riskier metrics are inverted.

02

Point-in-time discipline

Real data should use the latest observation available on or before each date and preserve its vintage.

03

Transparent weighting

Pricing receives 25%; each of the other five components receives 15%. High scores can persist.

Demo dataset

All observations are illustrative placeholders, not investment data. Definitions and screening bands follow the supplied methodology.

Ready for real data

The metric catalog and observations are isolated in app.js so real API data can replace the demo values later.