Predictive Strength

Negligible
Litecoin historically had 5.18% 30 days returns when Unemployment - Initial Claims was▆ Moderate (0.4 - 0.6). It indicates average expected returns.
Unravel

unravel

LTC Price with Unemployment - Initial Claims

Factor Plot

Unravel

unravel

Unravel

unravel

▆ Very Low▆ Low▆ Moderate▆ High▆ Very High

Predictive Strength

Negligible

Measures the number of new unemployment benefits claims.

Potential Edge

Forward-Looking Policy Anticipation

Initial claims serve as real-time labor market diagnostics – rising claims often precede Fed dovish pivots. Crypto markets front-run expectations of liquidity injections, as seen in 2020-2021 when unemployment spikes correlated with 600% BTC gains post-QE announcements. The 2025 Skew Δ analysis showed markets pricing in 73% probability of rate cuts within 60 days of claims exceeding 240k.

Data Collection Methodology

Initial claims data is sourced through state unemployment offices collecting first-time benefit applications, which are aggregated and reported weekly to the Department of Labor (DOL). The DOL applies seasonal adjustments using models from the Bureau of Labor Statistics (BLS) to account for predictable fluctuations like holidays or weather. This process enables weekly releases of seasonally adjusted claims figures, serving as a leading economic indicator.

Read more about our methodology

Backtest (Strategy Performance) - Strategy

100.00%
1.00
100.00%
1.00
56.77%

To understand a predictive factors predictive power, we create a simple long/short strategy and simulate its past performance (with daily rebalancing):

  • Long when the predictive factor is above 0, with a position size equivalent to the predictive factor value.
  • Short when the predictive factor is below 0, with a position size equivalent to the predictive factor value.

The strategy is rebalanced daily, on a continuous basis. There are 0.5% transaction costs applied on each position adjustment.

Track this predictive factor on your dashboard

Unravel

unravel

Scatter plot - Unemployment - Initial Claims and LTC 30 and 90 Day Average Returns

Ready to dive in?

Be among the first to experience the cutting-edge, institutional-grade predictive analytics Unravel offers.

Our Methodology