Real-World & Alternative DataExtended setlive in productionNew

Weather X Eia X Utilities

Updated weeklyData needs: highlong onlyshort only
paper
2018
Source
Extends: Linn, J., Muehlenbachs, L. (2018). "The heterogeneous impacts of low natural gas prices on consumers and the environment." *JAERE*. Mu, X. (2007). "Weather, storage, and natural gas price dynamics." *Energy Economics*. Novel utility/E&P pair-trade composite.
Citation only, paper link pending.

In plain terms

When cold weather and tight natural-gas storage hit simultaneously, gas producers (EQT/RRC) outperform and utilities (D/SO/EXC) underperform for one to two weeks. We trade both sides of that pair when the signal fires.

How it works

Cold-weather anomaly (HDD 1σ above same-week 5y mean) combined with tight natgas storage (storage_change 1σ below same-week 5y mean) is a joint demand+supply stress. Utilities (fuel-cost passthrough lag) underperform short-term; natgas E&Ps benefit on price. We combine both legs into a directional pair trade per ticker.

No live results for this strategy yet. Charts appear once it has earned a top spot on at least one stock, either on its own or as part of a blend of several strategies.
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Data dependencies

  • Daily prices

    Adjusted-close OHLCV for every US-listed ticker; primary price feed.

  • Eia degree days

    A data feed this strategy reads, refreshed on its normal schedule.

  • Eia natgas storage

    A data feed this strategy reads, refreshed on its normal schedule.

Expected edge

Reported return
untested — internal
Tested over
T+0 to T+10d

Untested — internal. Linn-Muehlenbachs 2018 documents +2-4% per-week E&P passthrough on natgas supply shocks; utility side capture untested.

Example tickers where this is likely to fire

Illustrative only, the signal fires based on the live data, not a fixed list.

Related families

Explore Weather X Eia X Utilities on alphactor.ai

See which tickers this family is currently firing on, with live signals and rankings.

For informational and educational purposes only. Not financial advice. Learn more