Market Pulse

The Zen Dhandho Market Pulse is a composite score built from publicly available economic and market data. It reads the environment the way a disciplined value investor would — not chasing headlines, but asking four fundamental questions about the market.

The Four Layers

Macro Conditions (20% weight) — Is the tide rising or falling? We look at the Federal Funds rate trend, yield curve shape, inflation direction, unemployment, and GDP growth. These are slow-moving indicators that set the backdrop for everything else. Data comes from the Federal Reserve Economic Data (FRED) system.

Market Structure (30% weight) — Is this a healthy move or a fragile one? We measure VIX volatility (level and trend), sector rotation between cyclical and defensive stocks, high-yield credit spreads, and market breadth (how many sectors are participating in the move). A market where only a few stocks are rising is more fragile than one where everything lifts together.

Valuation (20% weight) — Are we paying too much for what we're getting? We compare the Shiller CAPE ratio against its historical average and measure the equity risk premium (how much extra return stocks offer over safe Treasury bonds). When stocks are expensive relative to history and bonds, the environment is riskier.

Sentiment & Psychology (30% weight) — Is the crowd rational or emotional? We use options market data (put/call ratios), institutional flow patterns, and news tone analysis. Here's the key insight: we score sentiment in reverse. When everyone is afraid, that's actually a positive signal — fear creates opportunity. When everyone is euphoric, that's a warning sign. This contrarian lens is central to the Zen Dhandho philosophy.

Freshness Decay

Not all data is equally current. VIX updates every second. GDP comes out once a quarter. We account for this with freshness decay — stale data gradually loses its influence on the score, pulling toward neutral rather than giving you a false sense of certainty from months-old numbers.

What This Is Not

The Market Pulse is not a buy or sell signal. It does not tell you which stocks to own or when to trade. It tells you what the environment looks like — think of it as checking the weather before deciding what to wear. A "Defensive" reading doesn't mean sell everything. It means the conditions favor caution, quality, and patience. A "Strong Tailwinds" reading doesn't mean buy anything with a pulse. It means the backdrop supports taking measured risk.