Job 25 (Broad Cross-Asset Study)

An independent second SD clustering study over a fixed universe of 232 tickers spanning US and international equities, ETFs, crypto, commodities (including gold) and forex.

Job 25 (Broad Cross-Asset Study) is a proprietary technical analysis tool that runs a second-standard-deviation (2 SD) clustering algorithm across a fixed, diverse universe of 232 financial instruments. This fixed universe spans multiple asset classes, including US and international equities, sector and index ETFs, major cryptocurrencies, commodities like gold and silver, and key foreign exchange currency pairs. By analyzing a broad and consistent set of assets, the study provides a comprehensive view of global market sentiment and capital flows. Unlike studies that analyze a shifting list of assets based on daily data availability, Job 25 maintains a strictly fixed list of 232 tickers. This consistency ensures that its historical readings remain directly comparable over time. The algorithm looks for statistical clustering of price movements at the 2 SD level, identifying when an unusual number of diverse assets are moving in tandem. This helps analysts detect underlying market regimes, such as broad-based risk-on or risk-off behavior, that might not be visible when looking at a single asset class. For investors, Job 25 serves as an essential cross-check on large-cap equity studies, such as Job 15. Because Job 25 includes highly sensitive assets like cryptocurrencies and high-beta sector ETFs, it often acts as a leading indicator. For example, speculative risk appetite may show up in crypto or small-cap stocks before it registers in mega-cap tech stocks. When Job 25 and Job 15 align and cluster in the same direction, it signals a high-conviction market state known as Dual Clustering. Interpretation of Job 25 relies on identifying directional alignment or divergence. A high positive clustering reading across the 232 tickers indicates broad, cross-asset participation in a upward move, suggesting strong market health. Conversely, if Job 25 shows no clear signal while large-cap indexes are rising, it warns of narrow market participation and potential exhaustion. A common pitfall is treating a Job 25 signal as a standalone trading recommendation rather than a broad gauge of market liquidity and risk appetite.

On a day when the large-cap study (Job 15) returns 'No clear signal' because mega-cap tech stocks are flat, Job 25 registers a '1 SD UP' signal. An analysis of the 232 tickers shows that 160 of them (69%) are trading higher, led by a 4% surge in small-cap ETFs and a 5% jump in major cryptocurrencies. This indicates that while the main stock indexes look quiet, broad-universe risk appetite is actually rising, flagging an early risk-on environment.